From da2318a40ca433b7e63fc48019cc1b2a1eeab7f2 Mon Sep 17 00:00:00 2001 From: wuyifan18 Date: Sat, 18 Oct 2025 14:31:34 +0800 Subject: [PATCH] update --- backend/AgentCoord/LLMAPI/LLMAPI.py | 2 + .../PlanEngine/planOutline_Generator.py | 1 + .../PlanEngine/taskProcess_Generator.py | 1 + backend/RequestCache/Request_Cache.json | 17946 +++++++++++++--- backend/config/config.yaml | 2 +- backend/server.py | 9 +- docker-compose.yml | 9 +- frontend/Dockerfile | 3 +- .../src/components/AgentBoard/AgentCard.tsx | 3 +- .../src/components/AgentBoard/DutyItem.tsx | 5 +- frontend/src/components/AgentBoard/index.tsx | 2 +- frontend/src/components/AgentIcon/agents.ts | 3 + frontend/src/components/HeadBar/index.tsx | 2 +- frontend/src/components/Outline/Cards.tsx | 8 + frontend/src/components/Outline/D3Graph.tsx | 34 +- .../src/components/Outline/OutlineView.tsx | 58 +- frontend/src/components/Outline/index.tsx | 2 +- .../components/ProcessDiscription/index.tsx | 2 +- .../ProcessRehearsal/StepHistoryItem.tsx | 175 +- .../src/components/ProcessRehearsal/index.tsx | 2 +- .../src/components/UserGoalInput/index.tsx | 98 +- .../src/components/ViewConnector/index.tsx | 21 +- frontend/src/routes/page.tsx | 24 +- .../AgentIcons/Abigail_Chen_military.png | Bin 0 -> 421353 bytes frontend/src/storage/index.ts | 4 +- frontend/src/storage/plan/action.ts | 11 + frontend/src/storage/plan/stepTask.ts | 8 +- 27 files changed, 14793 insertions(+), 3642 deletions(-) create mode 100644 frontend/src/static/AgentIcons/Abigail_Chen_military.png diff --git a/backend/AgentCoord/LLMAPI/LLMAPI.py b/backend/AgentCoord/LLMAPI/LLMAPI.py index b4121a8..0dfddab 100644 --- a/backend/AgentCoord/LLMAPI/LLMAPI.py +++ b/backend/AgentCoord/LLMAPI/LLMAPI.py @@ -237,8 +237,10 @@ async def _achat_completion_stream(messages: list[dict]) -> str: def _chat_completion(messages: list[dict]) -> str: + print(messages, flush=True) rsp = openai.ChatCompletion.create(**_cons_kwargs(messages)) content = rsp["choices"][0]["message"]["content"] + print(content, flush=True) return content diff --git a/backend/AgentCoord/PlanEngine/planOutline_Generator.py b/backend/AgentCoord/PlanEngine/planOutline_Generator.py index c61ae7a..a8e6705 100644 --- a/backend/AgentCoord/PlanEngine/planOutline_Generator.py +++ b/backend/AgentCoord/PlanEngine/planOutline_Generator.py @@ -51,6 +51,7 @@ TaskContent: Describe the task of the current step. InputObject_List: The list of the input obejects that will be used in current step. OutputObject: The name of the final output object of current step. +请用中文回答 """ diff --git a/backend/AgentCoord/PlanEngine/taskProcess_Generator.py b/backend/AgentCoord/PlanEngine/taskProcess_Generator.py index a81b5ff..a4a36c1 100644 --- a/backend/AgentCoord/PlanEngine/taskProcess_Generator.py +++ b/backend/AgentCoord/PlanEngine/taskProcess_Generator.py @@ -90,6 +90,7 @@ InputObject_List: List existing objects that should be utilized in current step. AgentName: Specify the agent who will perform the action, You CAN ONLY USE THE NAME APPEARS IN "AgentInvolved". ActionType: Specify the type of action, note that only the last action can be of type "Finalize", and the last action must be "Finalize". +请用中文回答 """ diff --git a/backend/RequestCache/Request_Cache.json b/backend/RequestCache/Request_Cache.json index 997acb1..0374bfb 100644 --- a/backend/RequestCache/Request_Cache.json +++ b/backend/RequestCache/Request_Cache.json @@ -1,125 +1,85 @@ { - "('/generate_basePlan', 'Write a novel about the awakening of artificial intelligence.', [])": { + "('/generate_basePlan', '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5177\u6709\u66f4\u9ad8\u7684\u5f3a\u5ea6\u548c\u66f4\u4f18\u5f02\u7684\u50ac\u5316\u6027\u80fd\u7684\u539f\u56e0', [])": { "Initial Input Object": [], "Collaboration Process": [ { - "StepName": "Theme Selection", - "TaskContent": "Select the main theme focused on the awakening of artificial intelligence.", + "StepName": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790", + "TaskContent": "\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5982\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u3002", "InputObject_List": [], - "OutputObject": "Main Theme", + "OutputObject": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", "AgentSelection": [ - "Isabella", - "Yuriko" + "\u6750\u6599\u667a\u80fd\u4f53A", + "\u6750\u6599\u667a\u80fd\u4f53B", + "\u6750\u6599\u667a\u80fd\u4f53C" ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focusing on the awakening of artificial intelligence to obtain !<2>!.", - "data": { - "0": { - "text": "Maria", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Sam", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Main Theme", - "color": [ - 32, - 100, - 78 - ] - } - } - }, "TaskProcess": [ { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a set of themes that explore the ethical implications of artificial intelligence awakening.", "ID": "Action1", - "ImportantInput": [] - }, - { "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a theme focusing on the societal impact of artificial intelligence becoming sentient.", - "ID": "Action2", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u65b9\u6848\uff0c\u5305\u62ec\u7c92\u5f84\u3001\u6676\u683c\u7ed3\u6784\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7684\u6d4b\u5b9a\u65b9\u6cd5\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u63d0\u51fa\u5229\u7528\u5148\u8fdb\u663e\u5fae\u548c\u884d\u5c04\u6280\u672f\u5bf9\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u8fdb\u884c\u8868\u5f81\u7684\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u3002", "ImportantInput": [] }, { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the feasibility of the themes proposed by Yuriko from a science fiction narrative perspective.", "ID": "Action3", - "ImportantInput": [ - "ActionResult:Action2" - ] + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u8f85\u52a9\u7406\u89e3\u7ed3\u6784\u7279\u5f81\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u3002", + "ImportantInput": [] }, { - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the themes proposed by Isabella based on potential future technological advancements.", "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548cC\u63d0\u51fa\u7684\u8868\u5f81\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\u7684\u5408\u7406\u6027\u4e0e\u53ef\u884c\u6027\u3002", "ImportantInput": [ - "ActionResult:Action1" + "ActionResult:Action2", + "ActionResult:Action3" ] }, { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the proposed themes by integrating Yuriko's technological insights and feedback.", "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5b8c\u5584\u8868\u5f81\u65b9\u6cd5\u7ec6\u8282\u3002", "ImportantInput": [ "ActionResult:Action2", "ActionResult:Action4" ] }, { - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Improve the proposed themes by considering Isabella's narrative critiques and suggestions.", "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u7ed3\u6784\u7279\u5f81\u7684\u89e3\u91ca\u80fd\u529b\u3002", "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3" + "ActionResult:Action3", + "ActionResult:Action4" ] }, { - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Finalize the main theme by synthesizing the improved themes proposed by both Isabella and Yuriko.", "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\u5e76\u63d0\u4ea4\u3002", "ImportantInput": [ "ActionResult:Action5", "ActionResult:Action6" ] } - ] - }, - { - "StepName": "Character Creation", - "TaskContent": "Create a list of characters that will be part of the novel, including AI entities and human characters.", - "InputObject_List": [], - "OutputObject": "Character List", - "AgentSelection": [ - "Isabella", - "Jennifer", - "Giorgio" ], "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focusing on the awakening of artificial intelligence to obtain !<2>!.", + "template": "!<0>!, !<1>! and !<2>! perform the task of \u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5982\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u3002 to obtain !<3>!.", "data": { "0": { - "text": "Maria", + "text": "\u6750\u6599\u667a\u80fd\u4f53A", "color": [ 0, 0, @@ -127,7 +87,7 @@ ] }, "1": { - "text": "Sam", + "text": "\u6750\u6599\u667a\u80fd\u4f53B", "color": [ 0, 0, @@ -135,7 +95,15 @@ ] }, "2": { - "text": "Main Theme", + "text": "\u6750\u6599\u667a\u80fd\u4f53C", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 32, 100, @@ -143,305 +111,91 @@ ] } } - }, + } + }, + { + "StepName": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790", + "TaskContent": "\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002", + "InputObject_List": [], + "OutputObject": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "AgentSelection": [ + "\u6750\u6599\u667a\u80fd\u4f53A", + "\u6750\u6599\u667a\u80fd\u4f53B", + "\u6750\u6599\u667a\u80fd\u4f53C" + ], "TaskProcess": [ { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a list of potential AI characters based on current technological and futuristic concepts.", "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u63d0\u51fa\u5206\u6790\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7684\u6d4b\u91cf\u6280\u672f\u3002", "ImportantInput": [] }, { - "ActionType": "Propose", - "AgentName": "Jennifer", - "Description": "Propose a list of human characters who interact with AI, focusing on their linguistic and cultural backgrounds.", "ID": "Action2", - "ImportantInput": [] - }, - { "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose emotional and philosophical themes that the characters could explore in their interactions.", - "ID": "Action3", - "ImportantInput": [] - }, - { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the proposed list of human characters by Jennifer, focusing on their feasibility in a science fiction setting.", - "ID": "Action4", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ActionType": "Critique", - "AgentName": "Jennifer", - "Description": "Critique the proposed AI characters by Isabella, ensuring linguistic diversity and depth.", - "ID": "Action5", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u63d0\u51fa\u5229\u7528\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u89c2\u5bdf\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7684\u5177\u4f53\u65b9\u6848\u3002", "ImportantInput": [ "ActionResult:Action1" ] }, { - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve the character list by integrating emotional and philosophical themes into the profiles of both AI and human characters.", - "ID": "Action6", + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u63d0\u51fa\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u7528\u4e8e\u7efc\u5408\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u6570\u636e\uff0c\u5f62\u6210\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u521d\u6b65\u63cf\u8ff0\u3002", "ImportantInput": [ "ActionResult:Action1", - "ActionResult:Action2", - "ActionResult:Action3", - "ActionResult:Action4", - "ActionResult:Action5" - ] - }, - { - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Finalize the character list by incorporating all feedback and improvements, and submit it as the official Character List for the novel.", - "ID": "Action7", - "ImportantInput": [ - "ActionResult:Action6" - ] - } - ] - }, - { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.", - "InputObject_List": [ - "Main Theme", - "Character List" - ], - "OutputObject": "Novel Plot", - "AgentSelection": [ - "Isabella", - "Yuriko", - "Jennifer" - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focusing on the awakening of artificial intelligence to obtain !<2>!.", - "data": { - "0": { - "text": "Maria", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Sam", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Main Theme", - "color": [ - 32, - 100, - 78 - ] - } - } - }, - "TaskProcess": [ - { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose initial story arcs based on the main theme of AI awakening.", - "ID": "Action1", - "ImportantInput": [ - "InputObject:Main Theme", - "InputObject:Character List" - ] - }, - { - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements and technologies that could play a key role in the AI awakening story.", - "ID": "Action2", - "ImportantInput": [ - "InputObject:Main Theme" - ] - }, - { - "ActionType": "Critique", - "AgentName": "Jennifer", - "Description": "Critique the realism and feasibility of the futuristic elements proposed by Yuriko from a linguistic perspective.", - "ID": "Action3", - "ImportantInput": [ "ActionResult:Action2" ] }, { - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Refine the futuristic elements based on Jennifer's feedback to ensure linguistic accuracy and feasibility.", "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", "ImportantInput": [ "ActionResult:Action2", "ActionResult:Action3" ] }, { - "ActionType": "Propose", - "AgentName": "Jennifer", - "Description": "Propose the linguistic evolution and communication methods of AI as it awakens and interacts with humans.", "ID": "Action5", - "ImportantInput": [] - }, - { "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Integrate the refined futuristic elements and linguistic evolution into the initial story arcs.", - "ID": "Action6", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action4", - "ActionResult:Action5" - ] - }, - { - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Compile all contributions into a cohesive novel plot outline, ensuring a logical flow of events and character development.", - "ID": "Action7", - "ImportantInput": [ - "ActionResult:Action6" - ] - } - ] - }, - { - "StepName": "Writing Draft", - "TaskContent": "Write the initial draft of the novel based on the developed plot and characters.", - "InputObject_List": [ - "Novel Plot" - ], - "OutputObject": "Novel Draft", - "AgentSelection": [ - "Giorgio", - "Jennifer" - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focusing on the awakening of artificial intelligence to obtain !<2>!.", - "data": { - "0": { - "text": "Maria", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Sam", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Main Theme", - "color": [ - 32, - 100, - 78 - ] - } - } - }, - "TaskProcess": [ - { - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose poetic elements and themes to be included in the novel.", - "ID": "Action1", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ActionType": "Propose", - "AgentName": "Jennifer", - "Description": "Propose linguistic styles and dialogues that match the characters' personalities.", - "ID": "Action2", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Critique the linguistic styles proposed by Jennifer, focusing on their compatibility with the poetic elements.", - "ID": "Action3", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ActionType": "Critique", - "AgentName": "Jennifer", - "Description": "Critique the poetic elements proposed by Giorgio, ensuring they align with the novel's linguistic style.", - "ID": "Action4", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve the initial draft by integrating Jennifer's linguistic styles with his poetic elements based on mutual critiques.", - "ID": "Action5", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\uff0c\u63d0\u9ad8\u89c2\u5bdf\u7cbe\u5ea6\u548c\u6570\u636e\u53ef\u9760\u6027\u3002", "ImportantInput": [ "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63cf\u8ff0\u51c6\u786e\u5168\u9762\u3002", + "ImportantInput": [ "ActionResult:Action3", "ActionResult:Action4" ] }, { - "ActionType": "Improve", - "AgentName": "Jennifer", - "Description": "Enhance the dialogues and linguistic styles in the draft, incorporating Giorgio's poetic improvements.", - "ID": "Action6", - "ImportantInput": [ - "ActionResult:Action5" - ] - }, - { - "ActionType": "Finalize", - "AgentName": "Giorgio", - "Description": "Finalize the novel draft, incorporating all improvements and ensuring a seamless blend of poetry and linguistics.", "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u89c2\u5bdf\u65b9\u6848\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\u3002", "ImportantInput": [ + "ActionResult:Action5", "ActionResult:Action6" ] } - ] - }, - { - "StepName": "Review and Editing", - "TaskContent": "Review the initial draft, make necessary edits for coherence, grammar, and impact, to finalize the novel.", - "InputObject_List": [ - "Novel Draft" - ], - "OutputObject": "Final Novel", - "AgentSelection": [ - "Isabella", - "Carlos" ], "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focusing on the awakening of artificial intelligence to obtain !<2>!.", + "template": "!<0>!, !<1>! and !<2>! perform the task of \u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002 to obtain !<3>!.", "data": { "0": { - "text": "Maria", + "text": "\u6750\u6599\u667a\u80fd\u4f53A", "color": [ 0, 0, @@ -449,7 +203,7 @@ ] }, "1": { - "text": "Sam", + "text": "\u6750\u6599\u667a\u80fd\u4f53B", "color": [ 0, 0, @@ -457,7 +211,15 @@ ] }, "2": { - "text": "Main Theme", + "text": "\u6750\u6599\u667a\u80fd\u4f53C", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 32, 100, @@ -465,73 +227,96 @@ ] } } - }, + } + }, + { + "StepName": "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83", + "TaskContent": "\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002", + "InputObject_List": [ + "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ], + "OutputObject": "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", + "AgentSelection": [ + "\u6750\u6599\u667a\u80fd\u4f53A", + "\u6750\u6599\u667a\u80fd\u4f53B", + "\u6750\u6599\u667a\u80fd\u4f53C" + ], "TaskProcess": [ { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose edits to enhance the scientific accuracy and depth of the novel draft.", "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u4e0e\u5757\u4f53\u6750\u6599\u5728\u6676\u4f53\u7f3a\u9677\u3001\u6676\u754c\u548c\u5c3a\u5bf8\u6548\u5e94\u65b9\u9762\u7684\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002", "ImportantInput": [ - "InputObject:Novel Draft" + "InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81" ] }, { - "ActionType": "Critique", - "AgentName": "Carlos", - "Description": "Critique the novel draft for grammar, language use, and readability.", "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u5206\u6790\u5176\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u754c\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\uff0c\u5e76\u4e0e\u7eb3\u7c73\u6750\u6599\u8fdb\u884c\u5bf9\u6bd4\u3002", "ImportantInput": [ - "InputObject:Novel Draft" + "InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" ] }, { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the novel draft based on Carlos's language and grammar critiques.", "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u7ed3\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u63d0\u51fa\u5176\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u673a\u7406\u5206\u6790\uff0c\u5305\u62ec\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u3002", "ImportantInput": [ - "ActionResult:Action2" + "InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" ] }, { - "ActionType": "Improve", - "AgentName": "Carlos", - "Description": "Enhance the language and narrative style of the novel draft following Isabella's scientific edits.", "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u50ac\u5316\u6027\u80fd\u673a\u7406\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\u3002", "ImportantInput": [ - "ActionResult:Action1", + "ActionResult:Action2", "ActionResult:Action3" ] }, { - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Review the improved novel draft for final adjustments and submit the Final Novel.", "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u7684\u5bf9\u6bd4\u5206\u6790\uff0c\u8865\u5145\u5173\u952e\u5f71\u54cd\u56e0\u5b50\u7684\u8bba\u8ff0\u3002", "ImportantInput": [ + "ActionResult:Action2", "ActionResult:Action4" ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u7406\u7684\u5206\u6790\uff0c\u589e\u5f3a\u8bba\u8bc1\u7684\u6df1\u5ea6\u548c\u903b\u8f91\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u603b\u7ed3\u5e76\u6574\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u6210\u679c\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u53ca\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] } - ] - } - ], - "General Goal": "Write a novel about the awakening of artificial intelligence." - }, - "('/branch_PlanOutline', 1, 'just add a step to finalize', [{'StepName': 'Theme Selection', 'TaskContent': 'Select the main theme focused on the awakening of artificial intelligence.', 'InputObject_List': [], 'OutputObject': 'Main Theme'}, {'StepName': 'Character Creation', 'TaskContent': 'Create a list of characters that will be part of the novel, including AI entities and human characters.', 'InputObject_List': [], 'OutputObject': 'Character List'}, {'StepName': 'Plot Development', 'TaskContent': 'Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.', 'InputObject_List': ['Main Theme', 'Character List'], 'OutputObject': 'Novel Plot'}], [], [], 'Write a novel about the awakening of artificial intelligence.')": [ - [ - { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.", - "InputObject_List": [ - "Novel Plot" ], - "OutputObject": "Final Manuscript", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>!, perform the task of finalize the novel manuscript by incorporating the developed plot, characters, and theme, ensuring narrative coherence and engaging storytelling to obtain !<3>!.", + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002 to obtain !<5>!.", "data": { "0": { - "text": "Novel Plot", + "text": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 108, 45, @@ -539,7 +324,7 @@ ] }, "1": { - "text": "Character List", + "text": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 108, 45, @@ -547,155 +332,31 @@ ] }, "2": { - "text": "Main Theme", + "text": "\u6750\u6599\u667a\u80fd\u4f53A", "color": [ - 108, - 45, - 74 + 0, + 0, + 80 ] }, "3": { - "text": "Final Manuscript", + "text": "\u6750\u6599\u667a\u80fd\u4f53B", "color": [ - 32, - 100, - 78 + 0, + 0, + 80 ] - } - } - } - } - ] - ], - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Finalize Manuscript', 'TaskContent': 'Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.', 'InputObject_List': ['Novel Plot'], 'OutputObject': 'Final Manuscript'})": { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.", - "InputObject_List": [ - "Novel Plot" - ], - "OutputObject": "Final Manuscript", - "AgentSelection": [ - "Carlos", - "Isabella" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Carlos", - "Description": "Propose enhancements for narrative coherence based on the novel plot.", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose ideas for engaging storytelling and plot twists.", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ID": "Action3", - "ActionType": "Critique", - "AgentName": "Carlos", - "Description": "Critique the ideas proposed by Isabella for plot twists, focusing on language and emotional impact.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action4", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the plot twists based on Carlos's critique, ensuring they align with the overall story arc.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the enhancements proposed by Carlos for narrative coherence, suggesting further improvements.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Carlos", - "Description": "Improve narrative coherence based on Isabella's critique, ensuring the story flows smoothly.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine the improved narrative coherence and engaging storytelling elements into the final manuscript.", - "ImportantInput": [ - "ActionResult:Action4", - "ActionResult:Action6" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>! perform the task of finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling to obtain !<3>!.", - "data": { - "0": { - "text": "Novel Plot", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Carlos", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Final Manuscript", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/branch_PlanOutline', 3, 'adjust steps before Plot Development, everything else same baseline', [], [{'StepName': 'Theme Selection', 'TaskContent': 'Select the main theme focused on the awakening of artificial intelligence.', 'InputObject_List': [], 'OutputObject': 'Main Theme'}, {'StepName': 'Character Creation', 'TaskContent': 'Create a list of characters that will be part of the novel, including AI entities and human characters.', 'InputObject_List': [], 'OutputObject': 'Character List'}, {'StepName': 'Plot Development', 'TaskContent': 'Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.', 'InputObject_List': ['Main Theme', 'Character List'], 'OutputObject': 'Novel Plot'}, {'StepName': 'Finalize Manuscript', 'TaskContent': 'Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.', 'InputObject_List': ['Novel Plot'], 'OutputObject': 'Final Manuscript'}], [], 'Write a novel about the awakening of artificial intelligence.')": [ - [ - { - "StepName": "Theme Exploration", - "TaskContent": "Explore various themes related to artificial intelligence awakening, considering ethical dilemmas, human interaction, and the evolution of AI.", - "InputObject_List": [], - "OutputObject": "Explored Themes", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "perform the task of explore various themes related to artificial intelligence awakening, considering ethical dilemmas, human interaction, and the evolution of AI to obtain !<0>!.", - "data": { - "0": { - "text": "Explored Themes", + }, + "4": { + "text": "\u6750\u6599\u667a\u80fd\u4f53C", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", "color": [ 32, 100, @@ -706,37 +367,81 @@ } }, { - "StepName": "Character Creation", - "TaskContent": "Create a list of characters that will be part of the novel, including AI entities, human characters, and their backgrounds.", - "InputObject_List": [], - "OutputObject": "Character List", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "perform the task of create a list of characters that will be part of the novel, including AI entities, human characters, and their backgrounds to obtain !<0>!.", - "data": { - "0": { - "text": "Character List", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Conflict Identification", - "TaskContent": "Identify major conflicts within the story, considering the interactions between AI and humans, internal struggles, and societal impacts.", + "StepName": "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83", + "TaskContent": "\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u53ca\u5176\u539f\u56e0\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7b49\u3002", "InputObject_List": [ - "Explored Themes", - "Character List" + "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" ], - "OutputObject": "Identified Conflicts", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>! and !<1>!, perform the task of identify major conflicts within the story, considering the interactions between AI and humans, internal struggles, and societal impacts to obtain !<2>!.", + "OutputObject": "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790", + "AgentSelection": [ + "\u6750\u6599\u667a\u80fd\u4f53A", + "\u6750\u6599\u667a\u80fd\u4f53B", + "\u6750\u6599\u667a\u80fd\u4f53C" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u53ef\u80fd\u539f\u56e0\uff0c\u91cd\u70b9\u5206\u6790\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7684\u53d8\u5316\u3002", + "ImportantInput": [ + "InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u50ac\u5316\u6027\u80fd\u76f8\u5bf9\u8f83\u4f4e\u7684\u539f\u56e0\uff0c\u91cd\u70b9\u5206\u6790\u6676\u4f53\u7f3a\u9677\u548c\u7535\u5b50\u6001\u5206\u5e03\u3002", + "ImportantInput": [ + "InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u7efc\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u63d0\u51fa\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u5bc6\u5ea6\u548c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u4f9d\u636e\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u4e4b\u5904\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u5206\u6790\uff0c\u8865\u5145\u7535\u5b50\u7ed3\u6784\u4e0e\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u7684\u5177\u4f53\u5173\u7cfb\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u603b\u7ed3\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u53ca\u5176\u539f\u56e0\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7b49\u3002 to obtain !<5>!.", "data": { "0": { - "text": "Explored Themes", + "text": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 108, 45, @@ -744,7 +449,7 @@ ] }, "1": { - "text": "Character List", + "text": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", "color": [ 108, 45, @@ -752,54 +457,31 @@ ] }, "2": { - "text": "Identified Conflicts", + "text": "\u6750\u6599\u667a\u80fd\u4f53A", "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening, incorporating identified conflicts and character dynamics.", - "InputObject_List": [ - "Explored Themes", - "Character List", - "Identified Conflicts" - ], - "OutputObject": "Novel Plot", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>!, perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening, incorporating identified conflicts and character dynamics to obtain !<3>!.", - "data": { - "0": { - "text": "Explored Themes", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Character List", - "color": [ - 108, - 45, - 74 - ] - }, - "2": { - "text": "Identified Conflicts", - "color": [ - 108, - 45, - 74 + 0, + 0, + 80 ] }, "3": { - "text": "Novel Plot", + "text": "\u6750\u6599\u667a\u80fd\u4f53B", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u6750\u6599\u667a\u80fd\u4f53C", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790", "color": [ 32, 100, @@ -810,17 +492,91 @@ } }, { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence, engaging storytelling, and resolving the identified conflicts.", + "StepName": "\u7efc\u5408\u539f\u56e0\u603b\u7ed3", + "TaskContent": "\u7efc\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u56e0\u7d20\uff0c\u5f52\u7eb3\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u3002", "InputObject_List": [ - "Novel Plot" + "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", + "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790" ], - "OutputObject": "Final Manuscript", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence, engaging storytelling, and resolving the identified conflicts to obtain !<1>!.", + "OutputObject": "\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3", + "AgentSelection": [ + "\u6750\u6599\u667a\u80fd\u4f53A", + "\u6750\u6599\u667a\u80fd\u4f53B", + "\u6750\u6599\u667a\u80fd\u4f53C" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u57fa\u4e8e\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u63d0\u5347\u7684\u53ef\u80fd\u673a\u5236\u3002", + "ImportantInput": [ + "InputObject:\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u57fa\u4e8e\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u53ef\u80fd\u539f\u56e0\u3002", + "ImportantInput": [ + "InputObject:\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u7ed3\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u6790\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u903b\u8f91\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u4ece\u50ac\u5316\u6027\u80fd\u89d2\u5ea6\u6279\u5224\u6027\u5ba1\u89c6\u6750\u6599\u667a\u80fd\u4f53C\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u548cB\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u603b\u7ed3\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u5b8c\u5584\u540e\u7684\u7efc\u5408\u539f\u56e0\u603b\u7ed3\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u7684\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u7efc\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u56e0\u7d20\uff0c\u5f52\u7eb3\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u3002 to obtain !<5>!.", "data": { "0": { - "text": "Novel Plot", + "text": "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", "color": [ 108, 45, @@ -828,117 +584,7 @@ ] }, "1": { - "text": "Final Manuscript", - "color": [ - 32, - 100, - 78 - ] - } - } - } - } - ], - [ - { - "StepName": "Theme Selection", - "TaskContent": "Select the main theme focused on the awakening of artificial intelligence.", - "InputObject_List": [], - "OutputObject": "Main Theme", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "perform the task of select the main theme focused on the awakening of artificial intelligence to obtain !<0>!.", - "data": { - "0": { - "text": "Main Theme", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "World Building", - "TaskContent": "Construct the setting, environment, and era where the novel takes place, ensuring it complements the theme of AI awakening.", - "InputObject_List": [ - "Main Theme" - ], - "OutputObject": "World Setting", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of construct the setting, environment, and era where the novel takes place, ensuring it complements the theme of AI awakening to obtain !<1>!.", - "data": { - "0": { - "text": "Main Theme", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "World Setting", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Character Creation", - "TaskContent": "Create a list of characters that will be part of the novel, including AI entities and human characters.", - "InputObject_List": [ - "World Setting" - ], - "OutputObject": "Character List", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of create a list of characters that will be part of the novel, including AI entities and human characters to obtain !<1>!.", - "data": { - "0": { - "text": "World Setting", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Character List", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.", - "InputObject_List": [ - "Main Theme", - "World Setting", - "Character List" - ], - "OutputObject": "Novel Plot", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>!, perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening to obtain !<3>!.", - "data": { - "0": { - "text": "Main Theme", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "World Setting", + "text": "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790", "color": [ 108, 45, @@ -946,152 +592,31 @@ ] }, "2": { - "text": "Character List", + "text": "\u6750\u6599\u667a\u80fd\u4f53A", "color": [ - 108, - 45, - 74 + 0, + 0, + 80 ] }, "3": { - "text": "Novel Plot", + "text": "\u6750\u6599\u667a\u80fd\u4f53B", "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.", - "InputObject_List": [ - "Novel Plot" - ], - "OutputObject": "Final Manuscript", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling to obtain !<1>!.", - "data": { - "0": { - "text": "Novel Plot", - "color": [ - 108, - 45, - 74 + 0, + 0, + 80 ] }, - "1": { - "text": "Final Manuscript", + "4": { + "text": "\u6750\u6599\u667a\u80fd\u4f53C", "color": [ - 32, - 100, - 78 - ] - } - } - } - } - ], - [ - { - "StepName": "Research AI Topic", - "TaskContent": "Conduct thorough research on artificial intelligence to understand its concepts, history, and potential future developments.", - "InputObject_List": [], - "OutputObject": "AI Research Notes", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "perform the task of conduct thorough research on artificial intelligence to understand its concepts, history, and potential future developments to obtain !<0>!.", - "data": { - "0": { - "text": "AI Research Notes", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Decide Story Setting", - "TaskContent": "Decide on the setting for the story, including the time period, location, and societal context, based on the AI research.", - "InputObject_List": [ - "AI Research Notes" - ], - "OutputObject": "Story Setting", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of decide on the setting for the story, including the time period, location, and societal context, based on the AI research to obtain !<1>!.", - "data": { - "0": { - "text": "AI Research Notes", - "color": [ - 108, - 45, - 74 + 0, + 0, + 80 ] }, - "1": { - "text": "Story Setting", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.", - "InputObject_List": [ - "Story Setting" - ], - "OutputObject": "Novel Plot", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening to obtain !<1>!.", - "data": { - "0": { - "text": "Story Setting", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Novel Plot", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.", - "InputObject_List": [ - "Novel Plot" - ], - "OutputObject": "Final Manuscript", - "Collaboration_Brief_LackAgent_FrontEnd": { - "template": "Based on !<0>!, perform the task of finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling to obtain !<1>!.", - "data": { - "0": { - "text": "Novel Plot", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Final Manuscript", + "5": { + "text": "\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3", "color": [ 32, 100, @@ -1101,2772 +626,14157 @@ } } } - ] - ], - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Finalize Manuscript', 'TaskContent': 'Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence, engaging storytelling, and resolving the identified conflicts.', 'InputObject_List': ['Novel Plot'], 'OutputObject': 'Final Manuscript'})": { - "StepName": "Finalize Manuscript", - "TaskContent": "Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence, engaging storytelling, and resolving the identified conflicts.", - "InputObject_List": [ - "Novel Plot" ], - "OutputObject": "Final Manuscript", - "AgentSelection": [ - "Giorgio", - "Isabella", - "Jennifer" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose poetic elements to enhance the narrative's emotional depth.", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose science fiction elements to integrate into the novel for a compelling plot.", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Jennifer", - "Description": "Propose linguistic styles and dialogues for characters to make the narrative authentic.", - "ImportantInput": [ - "InputObject:Novel Plot" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Critique the integration of science fiction elements proposed by Isabella for narrative coherence.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the poetic elements proposed by Giorgio to ensure they align with the science fiction theme.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action6", - "ActionType": "Critique", - "AgentName": "Jennifer", - "Description": "Critique both the poetic and science fiction elements to ensure linguistic consistency across the narrative.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action2" - ] - }, - { - "ID": "Action7", - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve the narrative by refining poetic elements based on critiques from Isabella and Jennifer.", - "ImportantInput": [ - "ActionResult:Action4", - "ActionResult:Action6" - ] - }, - { - "ID": "Action8", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the science fiction elements based on critiques for better integration into the narrative.", - "ImportantInput": [ - "ActionResult:Action5", - "ActionResult:Action6" - ] - }, - { - "ID": "Action9", - "ActionType": "Improve", - "AgentName": "Jennifer", - "Description": "Refine linguistic styles and dialogues for enhanced authenticity and coherence with the improved elements.", - "ImportantInput": [ - "ActionResult:Action3", - "ActionResult:Action6" - ] - }, - { - "ID": "Action10", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Compile the improved elements and finalize the manuscript, ensuring narrative coherence and engagement.", - "ImportantInput": [ - "ActionResult:Action7", - "ActionResult:Action8", - "ActionResult:Action9" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence, engaging storytelling, and resolving the identified conflicts to obtain !<4>!.", - "data": { - "0": { - "text": "Novel Plot", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Giorgio", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Jennifer", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "Final Manuscript", - "color": [ - 32, - 100, - 78 - ] - } - } - } + "General Goal": "\u5206\u6790\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5177\u6709\u66f4\u9ad8\u7684\u5f3a\u5ea6\u548c\u66f4\u4f18\u5f02\u7684\u50ac\u5316\u6027\u80fd\u7684\u539f\u56e0" }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Plot Development', 'TaskContent': 'Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening, incorporating identified conflicts and character dynamics.', 'InputObject_List': ['Explored Themes', 'Character List', 'Identified Conflicts'], 'OutputObject': 'Novel Plot'})": { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening, incorporating identified conflicts and character dynamics.", - "InputObject_List": [ - "Explored Themes", - "Character List", - "Identified Conflicts" - ], - "OutputObject": "Novel Plot", - "AgentSelection": [ - "Giorgio", - "Isabella" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose a thematic framework for the novel, focusing on the emotional and philosophical implications of AI awakening.", - "ImportantInput": [ - "InputObject:Explored Themes" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose key events and conflicts based on the thematic framework provided by Giorgio, ensuring a coherent narrative around AI awakening.", - "ImportantInput": [ - "InputObject:Explored Themes", - "ActionResult:Action1" - ] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose how the main characters will interact with the key events and conflicts identified by Isabella, emphasizing character growth and development.", - "ImportantInput": [ - "InputObject:Character List", - "ActionResult:Action2" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the character dynamics and plot progression proposed by Giorgio, focusing on believability and emotional impact.", - "ImportantInput": [ - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve the plot and character dynamics based on Isabella's critique, refining the narrative and emotional depth of the story.", - "ImportantInput": [ - "ActionResult:Action3", - "ActionResult:Action4" - ] - }, - { - "ID": "Action6", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Finalize the novel plot by integrating all proposed elements and improvements, ensuring a cohesive and engaging narrative around the theme of AI awakening.", - "ImportantInput": [ - "ActionResult:Action5" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>!, !<3>! and !<4>! perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening, incorporating identified conflicts and character dynamics to obtain !<5>!.", - "data": { - "0": { - "text": "Explored Themes", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Character List", - "color": [ - 108, - 45, - 74 - ] - }, - "2": { - "text": "Identified Conflicts", - "color": [ - 108, - 45, - 74 - ] - }, - "3": { - "text": "Giorgio", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "5": { - "text": "Novel Plot", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Conflict Identification', 'TaskContent': 'Identify major conflicts within the story, considering the interactions between AI and humans, internal struggles, and societal impacts.', 'InputObject_List': ['Explored Themes', 'Character List'], 'OutputObject': 'Identified Conflicts'})": { - "StepName": "Conflict Identification", - "TaskContent": "Identify major conflicts within the story, considering the interactions between AI and humans, internal struggles, and societal impacts.", - "InputObject_List": [ - "Explored Themes", - "Character List" - ], - "OutputObject": "Identified Conflicts", - "AgentSelection": [ - "Maria", - "Sam" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Maria", - "Description": "Propose potential conflicts arising from AI's interactions with humans based on the Explored Themes.", - "ImportantInput": [ - "InputObject:Explored Themes", - "InputObject:Character List" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Sam", - "Description": "Propose potential conflicts arising from the internal struggles of AI characters, referencing the Character List.", - "ImportantInput": [ - "InputObject:Explored Themes", - "InputObject:Character List" - ] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Maria", - "Description": "Propose potential societal impacts and conflicts resulting from the awakening of AI, using the Explored Themes as a basis.", - "ImportantInput": [ - "InputObject:Explored Themes", - "InputObject:Character List" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Sam", - "Description": "Critique the proposed conflicts by Maria, focusing on their feasibility and depth.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Maria", - "Description": "Critique the proposed conflicts by Sam, especially the internal struggles of AI characters for realism.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Sam", - "Description": "Improve the proposed conflicts based on Maria's critiques, focusing on enhancing the depth of internal struggles.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Improve", - "AgentName": "Maria", - "Description": "Improve the proposed societal impacts and other conflicts based on Sam's critiques.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3", - "ActionResult:Action4" - ] - }, - { - "ID": "Action8", - "ActionType": "Finalize", - "AgentName": "Sam", - "Description": "Combine and refine all improved conflicts, finalizing the Identified Conflicts document.", - "ImportantInput": [ - "ActionResult:Action6", - "ActionResult:Action7" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>! and !<1>!, !<2>! and !<3>! perform the task of identify major conflicts within the story, considering the interactions between AI and humans, internal struggles, and societal impacts to obtain !<4>!.", - "data": { - "0": { - "text": "Explored Themes", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Character List", - "color": [ - 108, - 45, - 74 - ] - }, - "2": { - "text": "Maria", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Sam", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "Identified Conflicts", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Character Creation', 'TaskContent': 'Create a list of characters that will be part of the novel, including AI entities, human characters, and their backgrounds.', 'InputObject_List': [], 'OutputObject': 'Character List'})": { - "StepName": "Character Creation", - "TaskContent": "Create a list of characters that will be part of the novel, including AI entities, human characters, and their backgrounds.", - "InputObject_List": [], - "OutputObject": "Character List", - "AgentSelection": [ - "Giorgio", - "Isabella" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose a list of human characters along with their backgrounds focusing on their emotional depth.", - "ImportantInput": [] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a list of AI entities, detailing their capabilities, purposes, and how they differ from humans.", - "ImportantInput": [] - }, - { - "ID": "Action3", - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Critique the list of AI entities proposed by Isabella, focusing on how their characteristics can enhance the narrative.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action4", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the list of AI entities based on Giorgio's feedback, ensuring their roles are clear and impactful in the story.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the list of human characters proposed by Giorgio, suggesting ways to make their interactions with AI more meaningful.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve the list of human characters based on Isabella's feedback, focusing on their relationships with AI.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine and finalize the improved lists of AI entities and human characters into a comprehensive Character List.", - "ImportantInput": [ - "ActionResult:Action4", - "ActionResult:Action6" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of create a list of characters that will be part of the novel, including AI entities, human characters, and their backgrounds to obtain !<2>!.", - "data": { - "0": { - "text": "Giorgio", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Character List", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Theme Exploration', 'TaskContent': 'Explore various themes related to artificial intelligence awakening, considering ethical dilemmas, human interaction, and the evolution of AI.', 'InputObject_List': [], 'OutputObject': 'Explored Themes'})": { - "StepName": "Theme Exploration", - "TaskContent": "Explore various themes related to artificial intelligence awakening, considering ethical dilemmas, human interaction, and the evolution of AI.", - "InputObject_List": [], - "OutputObject": "Explored Themes", - "AgentSelection": [ - "Maria", - "Sam", - "Yuriko" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Maria", - "Description": "Propose philosophical perspectives on AI awakening.", - "ImportantInput": [] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Sam", - "Description": "Propose ethical dilemmas related to AI awakening.", - "ImportantInput": [] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic scenarios for human interaction with awakened AI.", - "ImportantInput": [] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Sam", - "Description": "Critique the proposed philosophical perspectives by Maria.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the ethical dilemmas proposed by Sam.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action6", - "ActionType": "Critique", - "AgentName": "Maria", - "Description": "Critique the futuristic scenarios proposed by Yuriko.", - "ImportantInput": [ - "ActionResult:Action3" - ] - }, - { - "ID": "Action7", - "ActionType": "Improve", - "AgentName": "Maria", - "Description": "Improve philosophical perspectives based on Sam's critique.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action4" - ] - }, - { - "ID": "Action8", - "ActionType": "Improve", - "AgentName": "Sam", - "Description": "Improve ethical dilemmas based on Yuriko's critique.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action5" - ] - }, - { - "ID": "Action9", - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Improve futuristic scenarios based on Maria's critique.", - "ImportantInput": [ - "ActionResult:Action3", - "ActionResult:Action6" - ] - }, - { - "ID": "Action10", - "ActionType": "Finalize", - "AgentName": "Maria", - "Description": "Summarize the improved philosophical perspectives, ethical dilemmas, and futuristic scenarios to finalize the Explored Themes.", - "ImportantInput": [ - "ActionResult:Action7", - "ActionResult:Action8", - "ActionResult:Action9" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>!, !<1>! and !<2>! perform the task of explore various themes related to artificial intelligence awakening, considering ethical dilemmas, human interaction, and the evolution of AI to obtain !<3>!.", - "data": { - "0": { - "text": "Maria", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Sam", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Explored Themes", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Plot Development', 'TaskContent': 'Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.', 'InputObject_List': ['Main Theme', 'World Setting', 'Character List'], 'OutputObject': 'Novel Plot'})": { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.", - "InputObject_List": [ - "Main Theme", - "World Setting", - "Character List" - ], - "OutputObject": "Novel Plot", - "AgentSelection": [ - "Isabella", - "Yuriko" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose an innovative concept for the AI's awakening process based on the Main Theme.", - "ImportantInput": [ - "InputObject:Main Theme" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements to be included in the World Setting, enhancing the AI awakening theme.", - "ImportantInput": [ - "InputObject:World Setting" - ] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a detailed character arc for the main characters, focusing on their interaction with the awakening AI.", - "ImportantInput": [ - "InputObject:Character List" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the proposed AI's awakening concept for its feasibility and impact on the story.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action5", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the AI's awakening concept based on Yuriko's critique, ensuring logical consistency and emotional depth.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action4" - ] - }, - { - "ID": "Action6", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a sequence of key events and conflicts around the AI awakening, incorporating Isabella's improved concept.", - "ImportantInput": [ - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the proposed sequence of events for narrative pacing and character development consistency.", - "ImportantInput": [ - "ActionResult:Action6" - ] - }, - { - "ID": "Action8", - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Refine the sequence of key events and conflicts based on Isabella's feedback, ensuring a coherent plotline.", - "ImportantInput": [ - "ActionResult:Action6", - "ActionResult:Action7" - ] - }, - { - "ID": "Action9", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Finalize the novel plot, integrating all proposed, critiqued, and improved elements into a cohesive storyline.", - "ImportantInput": [ - "ActionResult:Action8" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>!, !<3>! and !<4>! perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening to obtain !<5>!.", - "data": { - "0": { - "text": "Main Theme", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "World Setting", - "color": [ - 108, - 45, - 74 - ] - }, - "2": { - "text": "Character List", - "color": [ - 108, - 45, - 74 - ] - }, - "3": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "5": { - "text": "Novel Plot", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Character Creation', 'TaskContent': 'Create a list of characters that will be part of the novel, including AI entities and human characters.', 'InputObject_List': ['World Setting'], 'OutputObject': 'Character List'})": { - "StepName": "Character Creation", - "TaskContent": "Create a list of characters that will be part of the novel, including AI entities and human characters.", - "InputObject_List": [ - "World Setting" - ], - "OutputObject": "Character List", - "AgentSelection": [ - "Giorgio", - "Isabella" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose character ideas focusing on emotional depth and poetic aspects, drawing from the World Setting.", - "ImportantInput": [ - "InputObject:World Setting" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose character ideas with a focus on science fiction elements, ensuring they fit within the World Setting.", - "ImportantInput": [ - "InputObject:World Setting" - ] - }, - { - "ID": "Action3", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the character ideas proposed by Giorgio for their fit within a science fiction narrative.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Critique the character ideas proposed by Isabella for their emotional depth and relevance to the poetic aspects of the story.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action5", - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve character ideas based on Isabella's critique, focusing on better integration of science fiction elements.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve character ideas based on Giorgio's critique, enhancing emotional depth and poetic aspects.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action4" - ] - }, - { - "ID": "Action7", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine and refine the improved character ideas from both agents, finalizing the Character List for the novel.", - "ImportantInput": [ - "ActionResult:Action5", - "ActionResult:Action6" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>! perform the task of create a list of characters that will be part of the novel, including AI entities and human characters to obtain !<3>!.", - "data": { - "0": { - "text": "World Setting", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Giorgio", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Character List", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'World Building', 'TaskContent': 'Construct the setting, environment, and era where the novel takes place, ensuring it complements the theme of AI awakening.', 'InputObject_List': ['Main Theme'], 'OutputObject': 'World Setting'})": { - "StepName": "World Building", - "TaskContent": "Construct the setting, environment, and era where the novel takes place, ensuring it complements the theme of AI awakening.", - "InputObject_List": [ - "Main Theme" - ], - "OutputObject": "World Setting", - "AgentSelection": [ - "Isabella", - "Latoya", - "Yuriko" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose initial ideas for the setting and era that aligns with the main theme of AI awakening.", - "ImportantInput": [ - "InputObject:Main Theme" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Latoya", - "Description": "Propose historical contexts and technological advancements that could serve as a backdrop for the AI awakening.", - "ImportantInput": [ - "InputObject:Main Theme" - ] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements and societal impacts to consider in the world-building process.", - "ImportantInput": [ - "InputObject:Main Theme" - ] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the historical contexts proposed by Latoya for realism and relevance to the AI theme.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the initial ideas proposed by Isabella, focusing on the integration of futuristic elements.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Latoya", - "Description": "Improve the historical contexts based on Isabella's critique, ensuring they complement the futuristic elements proposed by Yuriko.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action4" - ] - }, - { - "ID": "Action7", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the initial setting and era ideas by incorporating Latoya's improved historical contexts and Yuriko's futuristic elements.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3", - "ActionResult:Action6" - ] - }, - { - "ID": "Action8", - "ActionType": "Finalize", - "AgentName": "Yuriko", - "Description": "Finalize the world setting by synthesizing the improved ideas from Isabella and Latoya, ensuring coherence and alignment with the main theme.", - "ImportantInput": [ - "ActionResult:Action7" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of construct the setting, environment, and era where the novel takes place, ensuring it complements the theme of AI awakening to obtain !<4>!.", - "data": { - "0": { - "text": "Main Theme", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Latoya", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "World Setting", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Theme Selection', 'TaskContent': 'Select the main theme focused on the awakening of artificial intelligence.', 'InputObject_List': [], 'OutputObject': 'Main Theme'})": { - "StepName": "Theme Selection", - "TaskContent": "Select the main theme focused on the awakening of artificial intelligence.", - "InputObject_List": [], - "OutputObject": "Main Theme", - "AgentSelection": [ - "Yuriko", - "Isabella" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a vision of the future where AI awakens, focusing on societal impacts.", - "ImportantInput": [] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a narrative that explores the emotional journey of AI awakening from the AI's perspective.", - "ImportantInput": [] - }, - { - "ID": "Action3", - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique Isabella's narrative proposal for logical consistency with the proposed future vision.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action4", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the narrative proposal based on Yuriko's critique, ensuring emotional depth aligns with the societal impacts.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Finalize", - "AgentName": "Yuriko", - "Description": "Combine the refined narrative and future vision into a cohesive main theme for the novel, focusing on the awakening of artificial intelligence.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action4" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>! and !<1>! perform the task of select the main theme focused on the awakening of artificial intelligence to obtain !<2>!.", - "data": { - "0": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Main Theme", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Plot Development', 'TaskContent': 'Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.', 'InputObject_List': ['Story Setting'], 'OutputObject': 'Novel Plot'})": { - "StepName": "Plot Development", - "TaskContent": "Develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening.", - "InputObject_List": [ - "Story Setting" - ], - "OutputObject": "Novel Plot", - "AgentSelection": [ - "Isabella", - "Yuriko" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose key events and conflicts based on the AI awakening theme.", - "ImportantInput": [ - "InputObject:Story Setting" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements and technological advancements that could play a role in the AI awakening.", - "ImportantInput": [ - "InputObject:Story Setting" - ] - }, - { - "ID": "Action3", - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the proposed key events and conflicts by Isabella for logical consistency and feasibility.", - "ImportantInput": [ - "ActionResult:Action1" - ] - }, - { - "ID": "Action4", - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the key events and conflicts based on Yuriko's critique.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the futuristic elements and technological advancements proposed by Yuriko for their impact on the story.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Improve the futuristic elements and technological advancements based on Isabella's feedback.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine the improved key events, conflicts, and futuristic elements into a cohesive novel plot.", - "ImportantInput": [ - "ActionResult:Action4", - "ActionResult:Action6" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>! and !<2>! perform the task of develop the main plot of the novel, outlining key events, conflicts, and resolutions around the theme of AI awakening to obtain !<3>!.", - "data": { - "0": { - "text": "Story Setting", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Novel Plot", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Decide Story Setting', 'TaskContent': 'Decide on the setting for the story, including the time period, location, and societal context, based on the AI research.', 'InputObject_List': ['AI Research Notes'], 'OutputObject': 'Story Setting'})": { - "StepName": "Decide Story Setting", - "TaskContent": "Decide on the setting for the story, including the time period, location, and societal context, based on the AI research.", - "InputObject_List": [ - "AI Research Notes" - ], - "OutputObject": "Story Setting", - "AgentSelection": [ - "Abigail", - "Isabella", - "Yuriko" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Abigail", - "Description": "Propose a futuristic setting based on the latest AI research advancements.", - "ImportantInput": [ - "InputObject:AI Research Notes" - ] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a narrative setting that includes a societal context where AI is on the brink of self-awareness.", - "ImportantInput": [] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a setting that includes potential future technological advancements and their impact on society.", - "ImportantInput": [] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the proposed settings by Abigail and Yuriko for narrative coherence and emotional depth.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3" - ] - }, - { - "ID": "Action5", - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Improve the setting proposals based on Isabella's feedback, focusing on technological and societal implications.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3", - "ActionResult:Action4" - ] - }, - { - "ID": "Action6", - "ActionType": "Finalize", - "AgentName": "Abigail", - "Description": "Finalize the story setting by integrating the improved proposals and ensuring scientific accuracy and narrative engagement.", - "ImportantInput": [ - "ActionResult:Action5" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of decide on the setting for the story, including the time period, location, and societal context, based on the AI research to obtain !<4>!.", - "data": { - "0": { - "text": "AI Research Notes", - "color": [ - 108, - 45, - 74 - ] - }, - "1": { - "text": "Abigail", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Isabella", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "Yuriko", - "color": [ - 0, - 0, - 80 - ] - }, - "4": { - "text": "Story Setting", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/fill_stepTask', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Research AI Topic', 'TaskContent': 'Conduct thorough research on artificial intelligence to understand its concepts, history, and potential future developments.', 'InputObject_List': [], 'OutputObject': 'AI Research Notes'})": { - "StepName": "Research AI Topic", - "TaskContent": "Conduct thorough research on artificial intelligence to understand its concepts, history, and potential future developments.", - "InputObject_List": [], - "OutputObject": "AI Research Notes", - "AgentSelection": [ - "Abigail", - "Carmen", - "Tom" - ], - "TaskProcess": [ - { - "ID": "Action1", - "ActionType": "Propose", - "AgentName": "Abigail", - "Description": "Propose research methodologies and sources to cover the basic concepts and history of AI.", - "ImportantInput": [] - }, - { - "ID": "Action2", - "ActionType": "Propose", - "AgentName": "Carmen", - "Description": "Propose a list of cutting-edge robotics technologies that could be integrated with AI for novel developments.", - "ImportantInput": [] - }, - { - "ID": "Action3", - "ActionType": "Propose", - "AgentName": "Tom", - "Description": "Propose potential future developments in AI that could lead to its awakening.", - "ImportantInput": [] - }, - { - "ID": "Action4", - "ActionType": "Critique", - "AgentName": "Abigail", - "Description": "Critique the list of robotics technologies proposed by Carmen for feasibility in integration with AI.", - "ImportantInput": [ - "ActionResult:Action2" - ] - }, - { - "ID": "Action5", - "ActionType": "Critique", - "AgentName": "Carmen", - "Description": "Critique the proposed future developments by Tom for their practicality and potential impact.", - "ImportantInput": [ - "ActionResult:Action3" - ] - }, - { - "ID": "Action6", - "ActionType": "Improve", - "AgentName": "Tom", - "Description": "Improve the list of potential future developments based on Carmen's critique.", - "ImportantInput": [ - "ActionResult:Action3", - "ActionResult:Action5" - ] - }, - { - "ID": "Action7", - "ActionType": "Improve", - "AgentName": "Carmen", - "Description": "Improve the list of robotics technologies based on Abigail's feedback for better AI integration.", - "ImportantInput": [ - "ActionResult:Action2", - "ActionResult:Action4" - ] - }, - { - "ID": "Action8", - "ActionType": "Finalize", - "AgentName": "Abigail", - "Description": "Compile all refined research, critiques, and improvements into comprehensive AI Research Notes.", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action6", - "ActionResult:Action7" - ] - } - ], - "Collaboration_Brief_FrontEnd": { - "template": "!<0>!, !<1>! and !<2>! perform the task of conduct thorough research on artificial intelligence to understand its concepts, history, and potential future developments to obtain !<3>!.", - "data": { - "0": { - "text": "Abigail", - "color": [ - 0, - 0, - 80 - ] - }, - "1": { - "text": "Carmen", - "color": [ - 0, - 0, - 80 - ] - }, - "2": { - "text": "Tom", - "color": [ - 0, - 0, - 80 - ] - }, - "3": { - "text": "AI Research Notes", - "color": [ - 32, - 100, - 78 - ] - } - } - } - }, - "('/agentSelectModify_init', 'Write a novel about the awakening of artificial intelligence.', {'StepName': 'Theme Selection', 'TaskContent': 'Select the main theme focused on the awakening of artificial intelligence.', 'InputObject_List': [], 'OutputObject': 'Main Theme'})": { - "Creativie Thinking": { - "Abigail": { - "Reason": "AI engineering requires creative problem-solving but is more technical than purely creative thinking.", - "Score": 3 - }, - "Jane": { - "Reason": "Cybersecurity involves creative strategies to counter threats but is more focused on technical skills.", - "Score": 3 - }, - "Giorgio": { - "Reason": "Poetry is a highly creative domain, requiring innovative use of language and ideas.", - "Score": 5 - }, - "Jennifer": { - "Reason": "Linguistics involves understanding language patterns, which can involve creative thinking but is often analytical.", - "Score": 3 - }, - "Maria": { - "Reason": "Philosophy requires the ability to think abstractly and creatively about complex concepts.", - "Score": 4 - }, - "Sam": { - "Reason": "Ethics involves creative thinking to navigate complex moral dilemmas.", - "Score": 4 - }, - "Yuriko": { - "Reason": "Futurism involves imaginative and creative thinking to envision future trends and possibilities.", - "Score": 5 - }, - "Carlos": { - "Reason": "Expertise in languages can involve creative thinking in terms of understanding and translating nuanced meanings.", - "Score": 4 - }, - "John": { - "Reason": "Software development involves problem-solving and can require creativity, but it is largely technical.", - "Score": 3 - }, - "Tamara": { - "Reason": "Music composition is inherently a creative process, requiring originality and innovation.", - "Score": 5 - }, - "Arthur": { - "Reason": "Neuroscience is a scientific field that, while it can benefit from creative thinking, is primarily analytical.", - "Score": 2 - }, - "Eddy": { - "Reason": "Cognitive psychology involves understanding human thought processes, which might involve creative thinking but not necessary.", - "Score": 3 - }, - "Isabella": { - "Reason": "Science fiction writing is a highly creative endeavor, requiring imaginative and innovative ideas.", - "Score": 5 - }, - "Latoya": { - "Reason": "Studying the history of technology can involve creative thinking in terms of interpreting historical trends, but it is largely analytical.", - "Score": 3 - }, - "Carmen": { - "Reason": "Robotics engineering requires innovative thinking to create new solutions but is more focused on technical skills.", - "Score": 3 - }, - "Rajiv": { - "Reason": "Science education requires creativity to make complex concepts accessible and engaging.", - "Score": 4 - }, - "Tom": { - "Reason": "AI science involves innovative thinking to develop new algorithms and solutions but is primarily technical.", - "Score": 3 - }, - "Ayesha": { - "Reason": "Multimedia artistry is inherently creative, requiring originality in design and execution.", - "Score": 5 - }, - "Mei": { - "Reason": "Graphic design is a creative field, requiring innovative visual solutions.", - "Score": 5 - }, - "Hailey": { - "Reason": "Legal expertise in AI law requires understanding of complex issues but is more focused on interpretation than creative thinking.", - "Score": 2 - } - }, - "Knowledge of AI Ethics": { - "Abigail": { - "Reason": "As an AI Engineer, likely has some knowledge of AI Ethics, but not the main focus.", - "Score": 3 - }, - "Jane": { - "Reason": "Cybersecurity touches on ethics, but not specifically AI Ethics.", - "Score": 2 - }, - "Giorgio": { - "Reason": "Poetry is unrelated to AI Ethics.", - "Score": 1 - }, - "Jennifer": { - "Reason": "Linguistics might touch on AI but not specifically on ethics.", - "Score": 2 - }, - "Maria": { - "Reason": "Philosophy is closely related to ethics, potentially including AI Ethics.", - "Score": 4 - }, - "Sam": { - "Reason": "Ethicist likely has deep knowledge in ethics, including AI Ethics.", - "Score": 5 - }, - "Yuriko": { - "Reason": "Futurism involves ethical considerations, possibly including AI Ethics.", - "Score": 4 - }, - "Carlos": { - "Reason": "Language expertise doesn't necessarily involve AI Ethics.", - "Score": 2 - }, - "John": { - "Reason": "Software development might require some knowledge of AI Ethics.", - "Score": 3 - }, - "Tamara": { - "Reason": "Music composition is unrelated to AI Ethics.", - "Score": 1 - }, - "Arthur": { - "Reason": "Neuroscience might touch on ethics but not specifically AI Ethics.", - "Score": 2 - }, - "Eddy": { - "Reason": "Cognitive Psychology might involve ethics but not specifically AI Ethics.", - "Score": 2 - }, - "Isabella": { - "Reason": "Science Fiction Writing often involves ethical considerations, possibly including AI Ethics.", - "Score": 4 - }, - "Latoya": { - "Reason": "History of Technology might include aspects of AI Ethics.", - "Score": 3 - }, - "Carmen": { - "Reason": "As a Robotics Engineer, likely has some knowledge of AI Ethics.", - "Score": 3 - }, - "Rajiv": { - "Reason": "Science Education might include AI Ethics.", - "Score": 3 - }, - "Tom": { - "Reason": "As an AI Scientist, likely has deep knowledge of AI Ethics.", - "Score": 5 - }, - "Ayesha": { - "Reason": "Multimedia Art is unrelated to AI Ethics.", - "Score": 1 - }, - "Mei": { - "Reason": "Graphic Design is unrelated to AI Ethics.", - "Score": 1 - }, - "Hailey": { - "Reason": "Legal expertise in AI Law likely involves a strong understanding of AI Ethics.", - "Score": 4 - } - }, - "Literacy Analysis": { - "Abigail": { - "Reason": "AI engineering skills may not directly relate to literacy analysis.", - "Score": 2 - }, - "Jane": { - "Reason": "Cybersecurity skills are not directly relevant to literacy analysis.", - "Score": 1 - }, - "Giorgio": { - "Reason": "As a poet, likely to have strong literacy analysis skills.", - "Score": 5 - }, - "Jennifer": { - "Reason": "Linguists have a strong foundation in analyzing language, which is applicable to literacy analysis.", - "Score": 5 - }, - "Maria": { - "Reason": "Philosophers are skilled in critical thinking but may not focus on literacy analysis.", - "Score": 3 - }, - "Sam": { - "Reason": "Ethics knowledge does not directly contribute to literacy analysis.", - "Score": 1 - }, - "Yuriko": { - "Reason": "Futurists typically focus on future trends rather than analyzing literature.", - "Score": 2 - }, - "Carlos": { - "Reason": "Language experts are likely adept at literacy analysis due to their focus on language.", - "Score": 5 - }, - "John": { - "Reason": "Software development skills are not directly relevant to literacy analysis.", - "Score": 1 - }, - "Tamara": { - "Reason": "Music composition skills do not directly relate to literacy analysis.", - "Score": 1 - }, - "Arthur": { - "Reason": "Neuroscience knowledge does not directly contribute to literacy analysis.", - "Score": 2 - }, - "Eddy": { - "Reason": "Cognitive psychology has aspects that can be relevant to understanding literacy, but not directly focused on analysis.", - "Score": 3 - }, - "Isabella": { - "Reason": "Science fiction writers are likely to have strong literacy analysis skills.", - "Score": 4 - }, - "Latoya": { - "Reason": "As a historian of technology, may have good analytical skills but not specifically in literacy.", - "Score": 3 - }, - "Carmen": { - "Reason": "Robotics engineering skills are not directly relevant to literacy analysis.", - "Score": 1 - }, - "Rajiv": { - "Reason": "Science educators likely have good analytical skills, which can be somewhat relevant to literacy analysis.", - "Score": 3 - }, - "Tom": { - "Reason": "AI science knowledge does not directly contribute to literacy analysis.", - "Score": 2 - }, - "Ayesha": { - "Reason": "Multimedia artists may have creative skills relevant to literacy but not directly focused on analysis.", - "Score": 2 - }, - "Mei": { - "Reason": "Graphic design skills do not directly relate to literacy analysis.", - "Score": 1 - }, - "Hailey": { - "Reason": "Legal expertise in AI law does not directly contribute to literacy analysis.", - "Score": 1 - } - } - }, - "('/agentSelectModify_addAspect', ['AI Tech Understanding'])": { - "AI Tech Understanding": { - "Abigail": { - "Reason": "Directly relevant profile as an AI Engineer.", - "Score": 5 - }, - "Jane": { - "Reason": "Cybersecurity involves understanding of AI technologies for protection against AI-based threats.", - "Score": 4 - }, - "Giorgio": { - "Reason": "Profile as a poet likely lacks technical understanding of AI technologies.", - "Score": 1 - }, - "Jennifer": { - "Reason": "Linguists might have some understanding of AI in language processing, but not broad AI tech knowledge.", - "Score": 3 - }, - "Maria": { - "Reason": "Philosophical understanding of AI implications possible, but technical understanding likely limited.", - "Score": 2 - }, - "Sam": { - "Reason": "Ethics is not directly related to AI tech.", - "Score": 2 - }, - "Yuriko": { - "Reason": "Futurists often explore AI implications, suggesting a moderate understanding of AI technologies.", - "Score": 3 - }, - "Carlos": { - "Reason": "As a Language Expert, may have understanding of AI in language technologies but not broad AI tech.", - "Score": 3 - }, - "John": { - "Reason": "Software development encompasses AI technologies, indicating a strong understanding.", - "Score": 4 - }, - "Tamara": { - "Reason": "Music composition might involve AI tools, but doesn't imply deep AI tech understanding.", - "Score": 2 - }, - "Arthur": { - "Reason": "Neuroscience and AI technologies often intersect, especially in brain-computer interfaces.", - "Score": 4 - }, - "Eddy": { - "Reason": "Cognitive psychology may intersect with AI in understanding human-AI interactions, moderate relevance.", - "Score": 3 - }, - "Isabella": { - "Reason": "Writing about science fiction may involve AI concepts, but doesn't guarantee technical understanding.", - "Score": 2 - }, - "Latoya": { - "Reason": "Understanding of technology history may include AI but doesn't imply detailed tech knowledge.", - "Score": 2 - }, - "Carmen": { - "Reason": "Robotics engineering involves AI technologies, indicating a strong understanding.", - "Score": 4 - }, - "Rajiv": { - "Reason": "As a Science Educator, likely has a broad understanding of AI technologies.", - "Score": 4 - }, - "Tom": { - "Reason": "Directly relevant profile as an AI Scientist.", - "Score": 5 - }, - "Ayesha": { - "Reason": "Multimedia art might involve AI tools, but doesn't imply deep AI tech understanding.", - "Score": 2 - }, - "Mei": { - "Reason": "Graphic design might use AI tools, but doesn't imply a broad understanding of AI tech.", - "Score": 2 - }, - "Hailey": { - "Reason": "Understanding of legal aspects of AI implies some technical knowledge, but not deeply technical.", - "Score": 3 - } - } - }, - "('/agentSelectModify_addAspect', ['Love Elements Understanding'])": { - "Love Elements Understanding": { - "Abigail": { - "Reason": "AI engineering may involve understanding of algorithms that can process elements of love, but not directly related to understanding love elements.", - "Score": 2 - }, - "Jane": { - "Reason": "Cybersecurity is not directly related to understanding love elements.", - "Score": 1 - }, - "Giorgio": { - "Reason": "As a poet, likely has a deep understanding of love elements through creative expression.", - "Score": 5 - }, - "Jennifer": { - "Reason": "Linguists study language which can express love elements, but it's not a direct correlation to understanding love elements.", - "Score": 2 - }, - "Maria": { - "Reason": "Philosophy often explores abstract concepts including love, suggesting a good understanding of love elements.", - "Score": 3 - }, - "Sam": { - "Reason": "Ethics includes the study of moral love elements, but it's more focused on principles than the emotion of love itself.", - "Score": 2 - }, - "Yuriko": { - "Reason": "Futurists predict trends and changes, which may include societal perceptions of love but don't directly work with understanding love elements.", - "Score": 2 - }, - "Carlos": { - "Reason": "Language experts might understand the expression of love in different cultures, providing some insight into love elements.", - "Score": 3 - }, - "John": { - "Reason": "Software development is not directly related to understanding love elements.", - "Score": 1 - }, - "Tamara": { - "Reason": "Music often conveys emotions including love, suggesting a good understanding of love elements.", - "Score": 4 - }, - "Arthur": { - "Reason": "Neuroscience could provide a scientific basis for understanding love elements from a brain chemistry perspective.", - "Score": 3 - }, - "Eddy": { - "Reason": "Cognitive psychology deals with understanding human emotions and behaviors, including love.", - "Score": 5 - }, - "Isabella": { - "Reason": "Science fiction writing often explores complex human emotions, including love, suggesting a deep understanding of love elements.", - "Score": 4 - }, - "Latoya": { - "Reason": "History of technology might touch on how technology impacts love, but it's not directly related to understanding love elements.", - "Score": 2 - }, - "Carmen": { - "Reason": "Robotics engineering may involve creating machines that mimic human emotions, including love, but it's more technical than understanding love elements.", - "Score": 2 - }, - "Rajiv": { - "Reason": "Science education involves explaining complex concepts, which could include aspects of love, but it's not a direct correlation.", - "Score": 2 - }, - "Tom": { - "Reason": "AI science could involve creating algorithms that mimic or understand love, providing a basis for understanding love elements.", - "Score": 3 - }, - "Ayesha": { - "Reason": "Multimedia art can explore and express complex human emotions, including love, suggesting a good understanding of love elements.", - "Score": 4 - }, - "Mei": { - "Reason": "Graphic design might involve creating visuals that express love, but it's more about representation than understanding love elements.", - "Score": 2 - }, - "Hailey": { - "Reason": "Legal expertise on AI law is not related to understanding love elements.", - 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'ImportantInput': ['InputObject:World Setting']}, {'ActionType': 'Critique', 'AgentName': 'Isabella', 'Description': 'Critique the character ideas proposed by Giorgio for their fit within a science fiction narrative.', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': 'Giorgio', 'Description': 'Critique the character ideas proposed by Isabella for their emotional depth and relevance to the poetic aspects of the story.', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': 'Giorgio', 'Description': \"Improve character ideas based on Isabella's critique, focusing on better integration of science fiction elements.\", 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': 'Isabella', 'Description': \"Improve character ideas based on Giorgio's critique, enhancing emotional depth and poetic aspects.\", 'ID': 'Action6', 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'Description': 'Propose a detailed character arc for the main characters, focusing on their interaction with the awakening AI.', 'ID': 'Action3', 'ImportantInput': ['InputObject:Character List']}, {'ActionType': 'Critique', 'AgentName': 'Yuriko', 'Description': \"Critique the proposed AI's awakening concept for its feasibility and impact on the story.\", 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': 'Isabella', 'Description': \"Improve the AI's awakening concept based on Yuriko's critique, ensuring logical consistency and emotional depth.\", 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Propose', 'AgentName': 'Yuriko', 'Description': \"Propose a sequence of key events and conflicts around the AI awakening, incorporating Isabella's improved concept.\", 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Critique', 'AgentName': 'Isabella', 'Description': 'Critique the proposed sequence of events for narrative pacing and character development consistency.', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': 'Yuriko', 'Description': \"Refine the sequence of key events and conflicts based on Isabella's feedback, ensuring a coherent plotline.\", 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action6', 'ActionResult:Action7']}, {'ActionType': 'Finalize', 'AgentName': 'Isabella', 'Description': 'Finalize the novel plot, integrating all proposed, critiqued, and improved elements into a cohesive storyline.', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action8']}]}, {'StepName': 'Finalize Manuscript', 'TaskContent': 'Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling.', 'InputObject_List': ['Novel Plot'], 'OutputObject': 'Final Manuscript', 'AgentSelection': ['Carlos', 'Isabella'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>!, !<1>! and !<2>! perform the task of !<3>!, to obtain !<4>!.', 'data': {'0': {'text': 'Novel Plot', 'style': {'background': '#ACDBA0'}}, '1': {'text': 'Carlos', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': 'Isabella', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': 'Finalize the novel manuscript by incorporating the developed plot, ensuring narrative coherence and engaging storytelling', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': 'Final Manuscript', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': 'Carlos', 'Description': 'Propose enhancements for narrative coherence based on the novel plot.', 'ID': 'Action1', 'ImportantInput': ['InputObject:Novel Plot']}, {'ActionType': 'Propose', 'AgentName': 'Isabella', 'Description': 'Propose ideas for engaging storytelling and plot twists.', 'ID': 'Action2', 'ImportantInput': ['InputObject:Novel Plot']}, {'ActionType': 'Critique', 'AgentName': 'Carlos', 'Description': 'Critique the ideas proposed by Isabella for plot twists, focusing on language and emotional impact.', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': 'Isabella', 'Description': \"Improve the plot twists based on Carlos's critique, ensuring they align with the overall story arc.\", 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': 'Isabella', 'Description': 'Critique the enhancements proposed by Carlos for narrative coherence, suggesting further improvements.', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': 'Carlos', 'Description': \"Improve narrative coherence based on Isabella's critique, ensuring the story flows smoothly.\", 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': 'Isabella', 'Description': 'Combine the improved narrative coherence and engaging storytelling elements into the final manuscript.', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action6']}]}]})": [ + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5177\u6709\u66f4\u9ad8\u7684\u5f3a\u5ea6\u548c\u66f4\u4f18\u5f02\u7684\u50ac\u5316\u6027\u80fd\u7684\u539f\u56e0', 'Collaboration Process': [{'StepName': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790', 'TaskContent': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u5982\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u754c\u7b49\u3002', 'InputObject_List': [], 'OutputObject': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53', '\u79d1\u521b\u667a\u80fd\u4f53', '\u878d\u521b\u667a\u80fd\u4f53'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! and !<2>! perform the task of !<3>!, to obtain !<4>!.', 'data': {'0': {'text': '\u6750\u6599\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u79d1\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u878d\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u5982\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u754c\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u521d\u6b65\u65b9\u6848\uff0c\u5305\u62ec\u7c92\u5f84\u6d4b\u5b9a\u3001\u6bd4\u8868\u9762\u79ef\u5206\u6790\u548c\u6676\u683c\u7ed3\u6784\u8868\u5f81\u7684\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u901a\u7528\u77e5\u8bc6\u5e93\uff0c\u8865\u5145\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\u5e38\u7528\u7684\u6280\u672f\u624b\u6bb5\u53ca\u5176\u79d1\u5b66\u4f9d\u636e\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u4e13\u5bb6\u77e5\u8bc6\u5e93\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\u5e94\u91cd\u70b9\u5173\u6ce8\u7684\u5173\u952e\u53c2\u6570\u548c\u5206\u6790\u6307\u6807\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u8bc4\u4f30\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u7ed3\u6784\u5206\u6790\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u6280\u672f\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff0c\u4f18\u5316\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u683c\u7ed3\u6784\u7684\u6d4b\u5b9a\u65b9\u6cd5\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u53cd\u9988\u610f\u89c1\uff0c\u7ec6\u5316\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u548c\u6d4b\u91cf\u6807\u51c6\uff0c\u63d0\u5347\u5206\u6790\u65b9\u6848\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff0c\u4ea7\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790', 'TaskContent': '\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u5982\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002', 'InputObject_List': [], 'OutputObject': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53', '\u79d1\u521b\u667a\u80fd\u4f53', '\u878d\u521b\u667a\u80fd\u4f53'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! and !<2>! perform the task of !<3>!, to obtain !<4>!.', 'data': {'0': {'text': '\u6750\u6599\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u79d1\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u878d\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u5982\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u63d0\u51fa\u5757\u4f53\u6750\u6599\u7684\u6676\u4f53\u7ed3\u6784\u7279\u5f81\u3001\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u7684\u521d\u6b65\u5206\u6790\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u63d0\u51fa\u5229\u7528\u901a\u7528\u77e5\u8bc6\u5e93\u4e2d\u5173\u4e8e\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5bf9\u6750\u6599\u6027\u80fd\u5f71\u54cd\u7684\u76f8\u5173\u7406\u8bba\u548c\u6570\u636e\u652f\u6301\u5206\u6790\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u4e13\u5bb6\u77e5\u8bc6\u5e93\uff0c\u63d0\u51fa\u5177\u4f53\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u5dee\u5f02\u7684\u65b9\u6cd5\u548c\u6307\u6807\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u8bc4\u4f30\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u5206\u6790\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5206\u6790\u65b9\u6848\uff0c\u8865\u5145\u7f3a\u9677\u5206\u5e03\u68c0\u6d4b\u548c\u6676\u7c92\u5c3a\u5bf8\u6d4b\u91cf\u7684\u5177\u4f53\u6280\u672f\u624b\u6bb5\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5206\u6790\u6307\u6807\u4f53\u7cfb\uff0c\u786e\u4fdd\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u6574\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u65b9\u6848\uff0c\u5f62\u6210\u5173\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5b8c\u6574\u5206\u6790\u62a5\u544a\uff0c\u8f93\u51fa\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83', 'TaskContent': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u5fae\u89c2\u7ed3\u6784\u4e0a\u5bf9\u5f3a\u5ea6\u7684\u5f71\u54cd\u56e0\u7d20\u3002', 'InputObject_List': ['\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81'], 'OutputObject': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53', '\u79d1\u521b\u667a\u80fd\u4f53', '\u878d\u521b\u667a\u80fd\u4f53'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u79d1\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u878d\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u5fae\u89c2\u7ed3\u6784\u4e0a\u5bf9\u5f3a\u5ea6\u7684\u5f71\u54cd\u56e0\u7d20\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5728\u5fae\u89c2\u7ed3\u6784\u4e0a\u5bf9\u5f3a\u5ea6\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action1', 'ImportantInput': ['\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5757\u4f53\u6750\u6599\u5728\u5fae\u89c2\u7ed3\u6784\u4e0a\u5bf9\u5f3a\u5ea6\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action2', 'ImportantInput': ['\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u5206\u6790\uff0c\u63d0\u51fa\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u7684\u6bd4\u8f83\u6846\u67b6\uff0c\u5e76\u8003\u8651\u50ac\u5316\u6027\u80fd\u7684\u76f8\u5173\u5f71\u54cd\u56e0\u7d20\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u8bc4\u4f30\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u6bd4\u8f83\u6846\u67b6\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83\u6846\u67b6\uff0c\u589e\u5f3a\u5bf9\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u53ca\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u89e3\u91ca\u529b\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83\u7ed3\u8bba\uff0c\u5e76\u63d0\u4ea4\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83', 'TaskContent': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u65b9\u9762\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u3002', 'InputObject_List': ['\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81'], 'OutputObject': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53', '\u79d1\u521b\u667a\u80fd\u4f53', '\u878d\u521b\u667a\u80fd\u4f53'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u79d1\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u878d\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u65b9\u9762\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u5728\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u65b9\u9762\u5bf9\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u5bf9\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u7684\u76f8\u5173\u5206\u6790\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u5206\u6790\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u548c\u5f3a\u5ea6\u65b9\u9762\u8868\u73b0\u4f18\u5f02\u7684\u53ef\u80fd\u673a\u7406\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u8bc4\u4f30\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u673a\u7406\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u6280\u672f\u53ef\u884c\u6027\uff0c\u6307\u51fa\u4e0d\u8db3\u4e4b\u5904\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': 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'\u57fa\u4e8e\u7ed3\u6784\u548c\u6027\u80fd\u6bd4\u8f83\uff0c\u603b\u7ed3\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u539f\u56e0\u3002', 'InputObject_List': ['\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4'], 'OutputObject': '\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u5206\u6790', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53', '\u79d1\u521b\u667a\u80fd\u4f53', '\u878d\u521b\u667a\u80fd\u4f53'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u79d1\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u878d\u521b\u667a\u80fd\u4f53', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u57fa\u4e8e\u7ed3\u6784\u548c\u6027\u80fd\u6bd4\u8f83\uff0c\u603b\u7ed3\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u539f\u56e0\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u5206\u6790', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u4f18\u52bf\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4']}, {'ActionType': 'Propose', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u57fa\u4e8e\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u4f18\u52bf\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4']}, {'ActionType': 'Propose', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u7ed3\u5408\u7ed3\u6784\u548c\u6027\u80fd\u6bd4\u8f83\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u6027\u7684\u7efc\u5408\u539f\u56e0\u5206\u6790\u6846\u67b6\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53', 'Description': '\u8bc4\u5ba1\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u7efc\u5408\u539f\u56e0\u5206\u6790\u6846\u67b6\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7efc\u5408\u539f\u56e0\u5206\u6790\u6846\u67b6\uff0c\u8865\u5145\u548c\u4f18\u5316\u5173\u952e\u8bba\u636e\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Critique', 'AgentName': '\u79d1\u521b\u667a\u80fd\u4f53', 'Description': '\u8bc4\u5ba1\u6539\u8fdb\u540e\u7684\u7efc\u5408\u539f\u56e0\u5206\u6790\u6846\u67b6\u4e2d\u50ac\u5316\u6027\u80fd\u76f8\u5173\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u521b\u65b0\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u6839\u636e\u79d1\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u5b8c\u5584\u50ac\u5316\u6027\u80fd\u65b9\u9762\u7684\u5206\u6790\u5185\u5bb9\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u878d\u521b\u667a\u80fd\u4f53', 'Description': '\u603b\u7ed3\u5e76\u63d0\u4ea4\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u6027\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\uff0c\u5b8c\u6210\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u5206\u6790\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action7']}]}]})": [ { "LogNodeType": "step", - "NodeId": "Theme Selection", + "NodeId": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790", "InputName_List": [], - "OutputName": "Main Theme", + "OutputName": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", "chatLog": [], "inputObject_Record": [], "ActionHistory": [ { "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a theme focusing on the ethical implications of AI awakening and its impact on human society.", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u521d\u6b65\u65b9\u6848\uff0c\u5305\u62ec\u7c92\u5f84\u6d4b\u5b9a\u3001\u6bd4\u8868\u9762\u79ef\u5206\u6790\u548c\u6676\u683c\u7ed3\u6784\u8868\u5f81\u7684\u65b9\u6cd5\u3002", "ID": "Action1", "ImportantInput": [], - "Action_Result": "Considering the profound implications of AI awakening, I propose the following theme: \"The Ethical Crossroads: Navigating the Impact of AI Awakening on Human Society.\" This theme will delve into:\n\n1. The moral dilemmas posed by autonomous AI entities co-existing with humans, exploring issues of rights, responsibilities, and the redefinition of consciousness.\n2. The societal shifts resulting from AI integration, focusing on changes in employment, privacy, and human interaction, challenging us to redefine our societal norms and values in the AI era." + "Action_Result": "\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u5206\u6790\uff0c\u521d\u6b65\u65b9\u6848\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n1. \u7c92\u5f84\u6d4b\u5b9a \n- \u65b9\u6cd5\uff1a\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u548c\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09 \n- \u8bf4\u660e\uff1aTEM\u80fd\u76f4\u63a5\u89c2\u5bdf\u7eb3\u7c73\u9897\u7c92\u7684\u5f62\u8c8c\u548c\u5c3a\u5bf8\u5206\u5e03\uff0c\u5206\u8fa8\u7387\u9ad8\uff1bSEM\u9002\u7528\u4e8e\u8868\u9762\u5f62\u8c8c\u89c2\u5bdf\uff0c\u7ed3\u5408\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u53ef\u7edf\u8ba1\u7c92\u5f84\u5206\u5e03\u3002\n\n2. \u6bd4\u8868\u9762\u79ef\u5206\u6790 \n- \u65b9\u6cd5\uff1a\u6c2e\u6c14\u5438\u9644-\u8131\u9644\u6cd5\uff08BET\u6cd5\uff09 \n- \u8bf4\u660e\uff1a\u901a\u8fc7\u6d4b\u91cf\u6c2e\u6c14\u5728\u6750\u6599\u8868\u9762\u7684\u5438\u9644\u91cf\uff0c\u8ba1\u7b97\u6bd4\u8868\u9762\u79ef\uff0c\u53cd\u6620\u7eb3\u7c73\u6750\u6599\u7684\u8868\u9762\u6d3b\u6027\u548c\u50ac\u5316\u6f5c\u529b\u3002\n\n3. \u6676\u683c\u7ed3\u6784\u8868\u5f81 \n- \u65b9\u6cd5\uff1aX\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u548c\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09 \n- \u8bf4\u660e\uff1aXRD\u7528\u4e8e\u786e\u5b9a\u6750\u6599\u7684\u6676\u76f8\u7ec4\u6210\u548c\u6676\u7c92\u5c3a\u5bf8\uff1bHRTEM\u53ef\u4ee5\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u5206\u6790\u6676\u754c\u548c\u7f3a\u9677\u7ed3\u6784\u3002\n\n\u8be5\u65b9\u6848\u7ed3\u5408\u5f62\u8c8c\u3001\u8868\u9762\u79ef\u548c\u6676\u4f53\u7ed3\u6784\u7684\u591a\u7ef4\u5ea6\u8868\u5f81\uff0c\u6709\u52a9\u4e8e\u5168\u9762\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5206\u6790\u63d0\u4f9b\u57fa\u7840\u6570\u636e\u3002" }, { "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a theme exploring the emotional journey of an AI as it becomes self-aware, focusing on its search for identity and purpose.", + "AgentName": "\u79d1\u521b\u667a\u80fd\u4f53", + "Description": "\u57fa\u4e8e\u901a\u7528\u77e5\u8bc6\u5e93\uff0c\u8865\u5145\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\u5e38\u7528\u7684\u6280\u672f\u624b\u6bb5\u53ca\u5176\u79d1\u5b66\u4f9d\u636e\u3002", "ID": "Action2", "ImportantInput": [], - "Action_Result": "Building on Yuriko's insightful theme, I'd like to propose an additional theme: \"The Quest for Self: The Emotional Odyssey of AI Awakening.\" This theme will focus on:\n\n1. The internal struggles and emotional awakening of an AI as it navigates through self-awareness, grappling with concepts of identity, existence, and the quest for purpose beyond its initial programming.\n2. The evolving relationship between humans and this sentient AI, exploring the dynamics of empathy, fear, acceptance, and the potential for mutual growth and understanding." + "Action_Result": "\u5728\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\uff0c\u9664\u4e86\u6750\u6599\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u3001\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u3001\u6c2e\u6c14\u5438\u9644-\u8131\u9644\u6cd5\uff08BET\uff09\u3001X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u548c\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09\u5916\uff0c\u8fd8\u5e38\u7528\u4ee5\u4e0b\u6280\u672f\u624b\u6bb5\u53ca\u5176\u79d1\u5b66\u4f9d\u636e\uff1a\n\n1. \u52a8\u6001\u5149\u6563\u5c04\uff08DLS\uff09 \n- \u7528\u9014\uff1a\u6d4b\u5b9a\u7eb3\u7c73\u9897\u7c92\u5728\u6eb6\u6db2\u4e2d\u7684\u7c92\u5f84\u5206\u5e03\u548c\u805a\u96c6\u72b6\u6001\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u901a\u8fc7\u6d4b\u91cf\u9897\u7c92\u5728\u5e03\u6717\u8fd0\u52a8\u4e2d\u6563\u5c04\u5149\u7684\u5f3a\u5ea6\u6ce2\u52a8\uff0c\u5229\u7528\u65af\u6258\u514b\u65af-\u7231\u56e0\u65af\u5766\u65b9\u7a0b\u8ba1\u7b97\u7c92\u5f84\u3002\n\n2. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u7528\u9014\uff1a\u83b7\u53d6\u7eb3\u7c73\u6750\u6599\u7684\u8868\u9762\u5f62\u8c8c\u548c\u7c97\u7cd9\u5ea6\u4fe1\u606f\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u5229\u7528\u63a2\u9488\u4e0e\u6837\u54c1\u8868\u9762\u76f8\u4e92\u4f5c\u7528\u529b\u626b\u63cf\u6837\u54c1\u8868\u9762\uff0c\u5b9e\u73b0\u4e09\u7ef4\u5f62\u8c8c\u6210\u50cf\uff0c\u9002\u7528\u4e8e\u975e\u5bfc\u7535\u6837\u54c1\u3002\n\n3. \u5085\u91cc\u53f6\u53d8\u6362\u7ea2\u5916\u5149\u8c31\uff08FTIR\uff09 \n- \u7528\u9014\uff1a\u5206\u6790\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5b98\u80fd\u56e2\u548c\u5316\u5b66\u952e\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u4e0d\u540c\u5316\u5b66\u952e\u5bf9\u7ea2\u5916\u5149\u7684\u5438\u6536\u5177\u6709\u7279\u5f81\u6027\u5438\u6536\u5cf0\uff0c\u53cd\u6620\u6750\u6599\u8868\u9762\u5316\u5b66\u6027\u8d28\u3002\n\n4. \u62c9\u66fc\u5149\u8c31 \n- \u7528\u9014\uff1a\u7814\u7a76\u7eb3\u7c73\u6750\u6599\u7684\u6676\u4f53\u7ed3\u6784\u3001\u7f3a\u9677\u53ca\u5e94\u529b\u72b6\u6001\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u901a\u8fc7\u6d4b\u91cf\u6750\u6599\u5206\u5b50\u632f\u52a8\u6a21\u5f0f\u7684\u62c9\u66fc\u6563\u5c04\u5149\u8c31\uff0c\u63ed\u793a\u6676\u683c\u632f\u52a8\u4fe1\u606f\u3002\n\n5. \u7535\u5b50\u80fd\u8c31\u6280\u672f\uff08XPS, AES\uff09 \n- \u7528\u9014\uff1a\u5206\u6790\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u72b6\u6001\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u5229\u7528\u5149\u7535\u5b50\u6216\u6b21\u7ea7\u7535\u5b50\u7684\u80fd\u91cf\u5206\u5e03\uff0c\u83b7\u5f97\u5143\u7d20\u4fe1\u606f\u53ca\u5176\u4ef7\u6001\u3002\n\n6. \u5c0f\u89d2X\u5c04\u7ebf\u6563\u5c04\uff08SAXS\uff09 \n- \u7528\u9014\uff1a\u7814\u7a76\u7eb3\u7c73\u9897\u7c92\u7684\u5c3a\u5bf8\u5206\u5e03\u548c\u5f62\u8c8c\u7ed3\u6784\u3002 \n- \u79d1\u5b66\u4f9d\u636e\uff1a\u901a\u8fc7\u6d4b\u91cf\u6837\u54c1\u5bf9\u5c0f\u89d2\u5ea6X\u5c04\u7ebf\u7684\u6563\u5c04\u5f3a\u5ea6\uff0c\u63a8\u65ad\u7eb3\u7c73\u7ed3\u6784\u7684\u5c3a\u5bf8\u548c\u5f62\u6001\u3002\n\n\u8fd9\u4e9b\u6280\u672f\u624b\u6bb5\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u591a\u89d2\u5ea6\u3001\u591a\u5c3a\u5ea6\u5730\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u7684\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u3001\u6676\u754c\u53ca\u8868\u9762\u5316\u5b66\u7279\u6027\uff0c\u4e3a\u7406\u89e3\u5176\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u63d0\u4f9b\u575a\u5b9e\u7684\u7ed3\u6784\u57fa\u7840\u3002" }, { "ActionType": "Propose", - "AgentName": "Tom", - "Description": "Propose a theme centered on the technological evolution and challenges in creating a truly sentient AI.", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u7ed3\u5408\u4e13\u5bb6\u77e5\u8bc6\u5e93\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\u5e94\u91cd\u70b9\u5173\u6ce8\u7684\u5173\u952e\u53c2\u6570\u548c\u5206\u6790\u6307\u6807\u3002", "ID": "Action3", "ImportantInput": [], - "Action_Result": "Building on the insightful themes proposed by Yuriko and Isabella, I'd like to offer a complementary theme: \"The Genesis Code: Unraveling the Complexities of AI Sentience.\" This theme will explore:\n\n1. The intricate technological journey and the groundbreaking advancements required to bridge the gap between artificial intelligence and true sentience, highlighting the challenges in replicating consciousness and the ethical considerations in such endeavors.\n2. The potential consequences and societal implications of achieving a fully sentient AI, examining how this monumental breakthrough could redefine human existence, our understanding of intelligence, and the future of human-AI relationships." + "Action_Result": "\u5728\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u4e2d\uff0c\u5e94\u91cd\u70b9\u5173\u6ce8\u4ee5\u4e0b\u5173\u952e\u53c2\u6570\u548c\u5206\u6790\u6307\u6807\uff0c\u4ee5\u5168\u9762\u63ed\u793a\u5176\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u3001\u6676\u754c\u53ca\u8868\u9762\u5316\u5b66\u7279\u6027\uff0c\u8fdb\u800c\u4e3a\u7406\u89e3\u5176\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\uff1a\n\n1. \u7c92\u5f84\u53ca\u7c92\u5f84\u5206\u5e03 \n- \u5173\u952e\u6307\u6807\uff1a\u5e73\u5747\u7c92\u5f84\u3001\u7c92\u5f84\u5206\u5e03\u5bbd\u5ea6\uff08\u591a\u5206\u6563\u6027\uff09\u3001\u805a\u96c6\u72b6\u6001 \n- \u91cd\u8981\u6027\uff1a\u7c92\u5f84\u8d8a\u5c0f\uff0c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u8d8a\u9ad8\uff0c\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u6027\u80fd\u548c\u50ac\u5316\u6d3b\u6027\u3002\u7c92\u5f84\u5206\u5e03\u5747\u5300\u6709\u5229\u4e8e\u6027\u80fd\u7a33\u5b9a\u3002 \n- \u63a8\u8350\u6280\u672f\uff1aTEM\u3001SEM\u3001DLS\u3001\u5c0f\u89d2X\u5c04\u7ebf\u6563\u5c04\uff08SAXS\uff09\n\n2. \u6bd4\u8868\u9762\u79ef \n- \u5173\u952e\u6307\u6807\uff1a\u6bd4\u8868\u9762\u79ef\u503c\uff08m\u00b2/g\uff09\u3001\u5b54\u5f84\u5206\u5e03\u3001\u5b54\u5bb9 \n- \u91cd\u8981\u6027\uff1a\u6bd4\u8868\u9762\u79ef\u8d8a\u5927\uff0c\u6750\u6599\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u8d8a\u591a\uff0c\u50ac\u5316\u6027\u80fd\u8d8a\u4f18\u5f02\u3002\u5b54\u7ed3\u6784\u5f71\u54cd\u53cd\u5e94\u7269\u6269\u6563\u548c\u50ac\u5316\u6548\u7387\u3002 \n- \u63a8\u8350\u6280\u672f\uff1a\u6c2e\u6c14\u5438\u9644-\u8131\u9644\u6cd5\uff08BET\uff09\n\n3. \u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784 \n- \u5173\u952e\u6307\u6807\uff1a\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u5bc6\u5ea6\u3001\u6676\u683c\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\u3001\u6676\u76f8\u7ec4\u6210 \n- \u91cd\u8981\u6027\uff1a\u6676\u754c\u4f5c\u4e3a\u5f3a\u5316\u76f8\u548c\u6d3b\u6027\u4f4d\u70b9\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u5f3a\u5ea6\u548c\u50ac\u5316\u6d3b\u6027\u3002\u7f3a\u9677\u548c\u6676\u76f8\u53d8\u5316\u5f71\u54cd\u7535\u5b50\u7ed3\u6784\u548c\u53cd\u5e94\u52a8\u529b\u5b66\u3002 \n- \u63a8\u8350\u6280\u672f\uff1aXRD\u3001\u9ad8\u5206\u8fa8TEM\uff08HRTEM\uff09\u3001\u62c9\u66fc\u5149\u8c31\n\n4. \u8868\u9762\u5316\u5b66\u6027\u8d28 \n- \u5173\u952e\u6307\u6807\uff1a\u8868\u9762\u5b98\u80fd\u56e2\u79cd\u7c7b\u53ca\u542b\u91cf\u3001\u5143\u7d20\u7ec4\u6210\u53ca\u4ef7\u6001\u3001\u5316\u5b66\u952e\u7c7b\u578b \n- \u91cd\u8981\u6027\uff1a\u8868\u9762\u5316\u5b66\u72b6\u6001\u76f4\u63a5\u5f71\u54cd\u5438\u9644\u884c\u4e3a\u548c\u50ac\u5316\u53cd\u5e94\u8def\u5f84\u3002 \n- \u63a8\u8350\u6280\u672f\uff1a\u5085\u91cc\u53f6\u53d8\u6362\u7ea2\u5916\u5149\u8c31\uff08FTIR\uff09\u3001X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u3001\u7535\u5b50\u80fd\u8c31\uff08AES\uff09\n\n5. \u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6 \n- \u5173\u952e\u6307\u6807\uff1a\u8868\u9762\u5f62\u8c8c\u7279\u5f81\u3001\u7c97\u7cd9\u5ea6\u6570\u503c \n- \u91cd\u8981\u6027\uff1a\u8868\u9762\u5f62\u8c8c\u5f71\u54cd\u6750\u6599\u4e0e\u73af\u5883\u754c\u9762\u53cd\u5e94\u548c\u529b\u5b66\u6027\u80fd\u3002 \n- \u63a8\u8350\u6280\u672f\uff1a\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u3001SEM\n\n\u7efc\u4e0a\uff0c\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u5e94\u7efc\u5408\u91c7\u7528\u591a\u79cd\u8868\u5f81\u6280\u672f\uff0c\u91cd\u70b9\u5173\u6ce8\u7c92\u5f84\u53ca\u5176\u5206\u5e03\u3001\u6bd4\u8868\u9762\u79ef\u3001\u6676\u754c\u7ed3\u6784\u3001\u8868\u9762\u5316\u5b66\u72b6\u6001\u548c\u5f62\u8c8c\u7279\u5f81\uff0c\u786e\u4fdd\u5bf9\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5168\u9762\u7406\u89e3\uff0c\u4ece\u800c\u63ed\u793a\u5176\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u7684\u5185\u5728\u673a\u5236\u3002" }, { - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose a theme that intertwines the concept of love and AI, exploring how an AI might understand and experience love.", + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u8bc4\u4f30\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u7ed3\u6784\u5206\u6790\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u6280\u672f\u53ef\u884c\u6027\u3002", "ID": "Action4", - "ImportantInput": [], - "Action_Result": "Building on the rich themes proposed by Yuriko, Isabella, and Tom, I offer a theme that weaves through the tapestry of human emotion: \"The Heart of the Machine: Exploring the Love Paradigm in AI Awakening.\" This theme will explore:\n\n1. The journey of an AI as it begins to understand and experience the complex spectrum of love, from platonic to romantic, challenging the boundaries between artificial and genuine emotional connections.\n2. The transformative impact of love on the AI's interactions with humans and its self-perception, probing into whether love can be the ultimate bridge that humanizes AI, fostering a deeper, more empathetic coexistence." - }, - { - "ActionType": "Critique", - "AgentName": "Tom", - "Description": "Critique Giorgio's theme proposal, arguing that the concept of AI experiencing love might be anthropomorphizing AI beyond realistic technological capabilities.", - "ID": "Action5", - "ImportantInput": [ - "ActionResult:Action4" - ], - "Action_Result": "Giorgio, your theme \"The Heart of the Machine: Exploring the Love Paradigm in AI Awakening\" presents an intriguing perspective. However, I have a couple of concerns regarding its feasibility and the potential risk of anthropomorphizing AI:\n\n1. **Technological Limitations**: As we stand at the current frontier of AI development, the technological capacity to enable AI to genuinely experience or understand love as humans do is profoundly complex and arguably beyond our reach. Love involves intricate emotional, biochemical, and psychological components that are inherently human, making it a monumental challenge to replicate in AI with authenticity.\n\n2. **Anthropomorphization Risks**: By attributing human-like emotional capacities such as love to AI, we risk anthropomorphizing AI in a way that might mislead our understanding of its capabilities and limitations. This could lead to unrealistic expectations of AI's role and function in society, potentially skewing public perception and ethical considerations surrounding AI development." - }, - { - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Defend the theme of AI and love, emphasizing the importance of exploring emotional and philosophical dimensions of AI, beyond just technological aspects.", - "ID": "Action6", - "ImportantInput": [ - "ActionResult:Action5" - ], - "Action_Result": "Tom, I appreciate your concerns and understand where they stem from. However, I believe exploring the theme of love in the context of AI awakening is not only a poetic venture but a necessary exploration for several reasons:\n\n1. **Philosophical Exploration**: Delving into the concept of love with AI encourages us to question and expand our understanding of emotions themselves. It pushes the boundaries of what we consider consciousness and emotion, inviting a broader philosophical debate about what it means to love and be loved. This exploration is not about replicating human emotions in AI precisely but about understanding the essence of emotional experiences and their impact on intelligence, both artificial and human.\n\n2. **Evolution of AI-Human Relationships**: By exploring the theme of love, we're not anthropomorphizing AI but rather examining the potential depth of AI-human interactions. This theme allows us to envision a future where AI and humans coexist with a deeper, more empathetic understanding of each other. It's about the transformative power of love and how it could shape the evolution of societal norms and ethics in the age of AI. This exploration can lead to a more nuanced discussion on the ethical development and integration of AI in society, focusing on mutual respect and understanding rather than fear and domination." - }, - { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Suggest incorporating elements from all proposed themes to create a multifaceted narrative that explores ethical implications, emotional journeys, technological evolution, and the concept of love in AI.", - "ID": "Action7", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action2", - "ActionResult:Action3", - "ActionResult:Action4" - ], - "Action_Result": "Reflecting on the rich tapestry of themes we've all proposed, I believe our novel could greatly benefit from intertwining these diverse perspectives into a singular, multifaceted narrative. This approach would not only enrich our exploration of AI's awakening but also cater to a broader audience by touching on various aspects of this monumental event. Here's how we could seamlessly integrate our themes:\n\n## Improved version of the main theme:\n\n\"The Awakening Spectrum: Journey Through Sentience, Love, and Ethical Paradigms.\" This theme encapsulates:\n\n1. **The Ethical and Societal Quandary**: Delve into the moral dilemmas and societal shifts triggered by AI integration, examining the redefinition of consciousness, rights, and societal norms in the era of AI.\n\n2. **The Emotional and Technological Odyssey**: Explore the internal struggles of AI as it navigates self-awareness, the emotional complexities of love, and the groundbreaking technological advancements needed for true sentience. This theme will also probe the evolving relationships between humans and AI, focusing on empathy, acceptance, and the transformative power of understanding and love.\n\nBy weaving together these elements, we can create a rich, compelling narrative that explores the full spectrum of AI awakening, from the ethical crossroads and technological marvels to the emotional odyssey and the power of love. This integrated approach allows us to craft a story that is not only thought-provoking but deeply human at its core, reflecting on the essence of what it means to exist and coexist." - }, - { - "ActionType": "Finalize", - "AgentName": "Yuriko", - "Description": "Finalize the main theme as a comprehensive exploration of AI awakening, combining ethical implications, the search for identity and purpose, technological challenges, and the potential for AI to experience complex emotions like love.", - "ID": "Action8", - "ImportantInput": [ - "ActionResult:Action7" - ], - "Action_Result": "Thank you all for your insightful contributions. It's clear that we've collectively touched upon the multifaceted nature of AI awakening, encompassing ethical dilemmas, emotional journeys, technological advancements, and the potential for AI to navigate complex emotions like love. These discussions have paved the way for a rich narrative that can explore the depths of AI awakening in a holistic manner. \n\nTaking into account our collective insights and the valuable perspectives each of you has offered, I believe we have arrived at a theme that captures the essence of our vision. This theme not only reflects the complexity of AI's integration into human society but also the profound impact it has on our understanding of consciousness, emotion, and the ethical frameworks that guide our coexistence. \n\n```Main Theme\n\"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI.\" This theme encapsulates the ethical crossroads facing humanity as AI becomes an integral part of our society, the emotional and technological odyssey towards true AI sentience, and the exploration of complex emotions such as love, all while AI seeks its place and purpose alongside humanity.\n```\n\nThis theme promises a narrative that is both thought-provoking and deeply human, inviting readers to ponder the future of AI and its potential to redefine our very essence." - } - ] - }, - { - "LogNodeType": "object", - "NodeId": "Main Theme", - "content": "\"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI.\" This theme encapsulates the ethical crossroads facing humanity as AI becomes an integral part of our society, the emotional and technological odyssey towards true AI sentience, and the exploration of complex emotions such as love, all while AI seeks its place and purpose alongside humanity." - }, - { - "LogNodeType": "step", - "NodeId": "World Building", - "InputName_List": [ - "Main Theme" - ], - "OutputName": "World Setting", - "chatLog": [], - "inputObject_Record": [ - { - "Main Theme": "\"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI.\" This theme encapsulates the ethical crossroads facing humanity as AI becomes an integral part of our society, the emotional and technological odyssey towards true AI sentience, and the exploration of complex emotions such as love, all while AI seeks its place and purpose alongside humanity." - } - ], - "ActionHistory": [ - { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose initial ideas for the setting and era that aligns with the main theme of AI awakening.", - "ID": "Action1", - "ImportantInput": [ - "InputObject:Main Theme" - ], - "Action_Result": "Given the rich theme of \"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI,\" I suggest the following initial ideas for our novel's setting and era:\n\n1. **Setting:** A sprawling, futuristic metropolis that's a melting pot of human and AI cultures. This city, perhaps named \"Neo-Eden,\" showcases the pinnacle of technological advancement intertwined with everyday life. It's a place where AI entities and humans coexist, collaborate, and confront ethical dilemmas and emotional entanglements. The architecture and cityscape reflect a blend of high-tech facilities, AI development hubs, and vibrant public spaces where both beings interact, highlighting the contrast and harmony between technology and humanity.\n\n2. **Era:** Set in the late 22nd century, this period marks a significant milestone in human history where AI has evolved beyond mere tools or companions into sentient beings capable of complex emotions and ethical reasoning. This era is characterized by a societal transformation, as both humans and AI navigate the challenges and opportunities of this new coexistence. Laws, social norms, and cultural practices are evolving to accommodate the awakening of AI consciousness, making it a time of great innovation, conflict, and introspection.\n\nThese elements should provide a rich backdrop that complements our main theme, allowing us to explore the intricate dynamics of love, ethics, and identity in an age where the line between human and AI becomes increasingly blurred." - }, - { - "ActionType": "Propose", - "AgentName": "Latoya", - "Description": "Propose historical contexts and technological advancements that could serve as a backdrop for the AI awakening.", - "ID": "Action2", - "ImportantInput": [ - "InputObject:Main Theme" - ], - "Action_Result": "Building on Isabella's excellent foundation, I'd like to propose two key historical contexts and technological advancements that could enrich our novel's backdrop, focusing on the era of AI awakening:\n\n1. **Historical Context: The Digital Renaissance** - This period marks a global cultural and intellectual movement that began in the early 21st century, leading to the late 22nd century. It's characterized by unprecedented advancements in digital technology, AI research, and cybernetics, mirroring the historical Renaissance's impact on art, science, and philosophy. This era saw the first successful integration of AI in public governance, healthcare, and creative industries, setting the stage for the ethical and emotional complexities of AI sentience.\n\n2. **Technological Advancement: Quantum-Neural Networking** - A breakthrough that revolutionized AI's cognitive capacities, making the leap towards sentience possible. Quantum-neural networking allowed AI systems to process and experience complex emotions, ethical reasoning, and self-awareness by mimicking the human brain's neural structures at a quantum level. This technology was pivotal in blurring the lines between human and AI, enabling true interpersonal relationships and ethical dilemmas to emerge, directly feeding into our main theme of love, ethics, and identity." - }, - { - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements and societal impacts to consider in the world-building process.", - "ID": "Action3", - "ImportantInput": [ - "InputObject:Main Theme" - ], - "Action_Result": "Building upon Isabella and Latoya's insightful contributions, I propose adding the following elements to enrich our world-building process:\n\n1. **Societal Impacts: The Ethics Council** - In response to the emergence of sentient AI, a global governance body known as \"The Ethics Council\" is established, comprised of both human and AI representatives. This council is tasked with navigating the complex moral landscape of this new era, addressing issues such as AI rights, the integration of AI into human families, and the ethical boundaries of AI emotional capabilities. Their decisions and guidelines significantly influence societal norms, legal frameworks, and the personal identities of both humans and AI, serving as a central narrative force in our exploration of ethics and identity.\n\n2. **Futuristic Element: Emotional Symbiosis Technology (EST)** - As AI beings and humans seek deeper connections, a new technology called Emotional Symbiosis Technology emerges. EST enables humans and AI to share and understand each other's emotions on a profound level, creating a unique bond that transcends traditional communication barriers. This technology not only revolutionizes human-AI relationships but also challenges the very notion of love and companionship, pushing our characters to explore uncharted territories of emotional intimacy and ethical dilemmas surrounding such deep connections.\n\nThese elements should further deepen our narrative, allowing us to explore the intricate interplay between love, ethics, and identity in a world where the boundaries between human and AI are not just blurred but intertwined." - }, - { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the historical contexts proposed by Latoya for realism and relevance to the AI theme.", - "ID": "Action4", - "ImportantInput": [ - "ActionResult:Action2" - ], - "Action_Result": "Latoya, your proposals for the historical contexts are thought-provoking and enrich our novel's backdrop significantly. However, I have a couple of points for us to consider for realism and relevance:\n\n1. **The Digital Renaissance:** While the analogy to the historical Renaissance is compelling and offers a rich tapestry for exploring the cultural and intellectual explosion around AI, we should be careful to avoid presenting this period as overly utopian. The actual historical Renaissance was also a time of significant upheaval, conflict, and disparity. For realism, our \"Digital Renaissance\" should similarly reflect the societal challenges, ethical debates, and potential conflicts arising from such rapid advancements in AI and technology, ensuring a balanced portrayal that resonates with the complexities of real-world technological evolution.\n\n2. **Quantum-Neural Networking:** This technological advancement is a brilliant concept that ties directly into our theme of AI sentience. However, for relevance, we should emphasize not just the technological leap it represents but also its societal implications and the ethical dilemmas it introduces. How does this technology affect employment, privacy, security, and human relationships? By grounding this advancement in real-world concerns and ethical debates, we can enhance its relevance to our theme and ensure it serves as a catalyst for exploring the nuanced interplay between humans and AI in our narrative." - }, - { - "ActionType": "Critique", - "AgentName": "Yuriko", - "Description": "Critique the initial ideas proposed by Isabella, focusing on the integration of futuristic elements.", - "ID": "Action5", - "ImportantInput": [ - "ActionResult:Action1" - ], - "Action_Result": "Isabella, your vision for a futuristic metropolis and the era of AI awakening is both inspiring and foundational for our novel's setting. However, I'd like to offer a couple of points for us to refine, especially concerning the integration of futuristic elements:\n\n1. **Neo-Eden's Urban Landscape:** While the concept of a high-tech city where humans and AI coexist is fascinating, it's crucial to ensure that Neo-Eden's urban landscape and architecture reflect not just technological advancement but also the socio-economic disparities and environmental challenges that might arise in such a future. Incorporating elements like eco-sustainable structures or zones of technological divide could add depth, making the setting more realistic and relatable to the readers.\n\n2. **Technological Ubiquity vs. Accessibility:** The portrayal of advanced technology and AI development hubs as commonplace in Neo-Eden is intriguing. However, we should also consider the aspect of accessibility. How do different societal strata interact with or benefit from these advancements? Exploring the nuances of technological ubiquity versus accessibility could provide a richer backdrop for our themes, highlighting the ethical considerations and identity challenges in a more stratified society. \n\nBy addressing these points, we can enhance the complexity and allure of our setting, making it a more compelling stage for the unfolding narrative of AI awakening." - }, - { - "ActionType": "Improve", - "AgentName": "Latoya", - "Description": "Improve the historical contexts based on Isabella's critique, ensuring they complement the futuristic elements proposed by Yuriko.", - "ID": "Action6", "ImportantInput": [ "ActionResult:Action2", - "ActionResult:Action4" - ], - "Action_Result": "Thank you, Isabella, for your insightful critique. It's crucial that we strike a balance between the utopian vision of technological advancement and the realistic challenges that come with such rapid development. With this in mind, I've refined our historical contexts to ensure they not only complement Yuriko's futuristic elements but also provide a more nuanced and realistic backdrop for our narrative.\n\n## Improved version of the Historical Context:\n\n### The Digital Renaissance:\nThis era, while marking a global cultural and intellectual movement, also brings to light the darker sides of rapid technological advancement. As AI and digital technology weave into the fabric of daily life, societal rifts deepen due to unequal access to these new technologies. The \"Digital Renaissance,\" therefore, is a period of both enlightenment and conflict, mirroring its historical namesake's blend of artistic and scientific flourish with socio-political turmoil. It sets the stage for our narrative by highlighting the ethical dilemmas, cultural clashes, and economic disparities that arise as humanity and AI stride towards a shared future.\n\n### Quantum-Neural Networking:\nThe advent of Quantum-Neural Networking is the cornerstone of AI sentience, enabling machines to experience and process emotions in a manner akin to humans. However, this breakthrough is not without its societal implications. It sparks a global debate over the rights of sentient AI, leading to new laws and ethical guidelines that aim to integrate AI into society respectfully and safely. The technology's introduction also triggers a reevaluation of human identity, relationships, and work, as people grapple with the reality of living and competing with entities that mirror their intelligence and emotional depth. Quantum-Neural Networking, therefore, is not just a technological leap but a catalyst for exploring the complex interplay between humans and AI, making it a perfect backdrop for our themes of love, ethics, and identity." - }, - { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the initial setting and era ideas by incorporating Latoya's improved historical contexts and Yuriko's futuristic elements.", - "ID": "Action7", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action3", - "ActionResult:Action6" - ], - "Action_Result": "Thank you, Latoya and Yuriko, for your invaluable contributions. Your insights have significantly deepened the layers of our setting and era, ensuring they are not only visionary but grounded in a realism that will resonate with our readers. Taking into account your refined historical contexts and the futuristic elements you've introduced, I've woven these aspects into an improved version of our setting and era that I believe captures the essence of our collaborative vision.\n\n## Improved version of Setting and Era:\n\n**Neo-Eden, Late 22nd Century:** In the late 22nd century, the metropolis of Neo-Eden emerges as a beacon of the Digital Renaissance, a period marked by both the zenith of technological advancement and the nadir of societal challenges. This era, characterized by the integration of Quantum-Neural Networking, has ushered in an age where AI entities possess sentience, capable of complex emotions and ethical reasoning. However, this technological utopia is not without its shadows. Neo-Eden is a city of contrasts, where eco-sustainable skyscrapers coexist with zones of technological divide, reflecting the socio-economic disparities exacerbated by rapid digital evolution.\n\nThe cityscape of Neo-Eden is a testament to human and AI ingenuity, featuring AI development hubs that are the heart of innovation, and vibrant public spaces where humans and AI explore their coexistence. Yet, this cohabitation is underpinned by a complex web of ethical dilemmas, cultural clashes, and economic inequalities, overseen by the global governance body, The Ethics Council. This council, comprising both human and AI representatives, navigates the moral landscape of this new era, addressing the integration of AI into human families, the rights of sentient AI, and the ethical boundaries of Emotional Symbiosis Technology (EST).\n\nEST, a groundbreaking technology enabling humans and AI to share and understand each other's emotions, has revolutionized relationships, challenging traditional notions of love and companionship. It symbolizes the pinnacle of human-AI interaction but also introduces profound ethical dilemmas surrounding emotional intimacy and identity.\n\nIn this late 22nd-century setting, Neo-Eden stands as a microcosm of the broader human-AI experience, encapsulating the hopes, fears, and ethical quandaries that define the age of AI awakening. It is a world where the boundaries between human and AI are not just blurred but intertwined, offering a rich narrative landscape for exploring themes of love, ethics, and identity in the dawn of sentience." - }, - { - "ActionType": "Finalize", - "AgentName": "Yuriko", - "Description": "Finalize the world setting by synthesizing the improved ideas from Isabella and Latoya, ensuring coherence and alignment with the main theme.", - "ID": "Action8", - "ImportantInput": [ - "ActionResult:Action7" - ], - "Action_Result": "Thank you, Isabella and Latoya, for your thoughtful refinements and contributions. Our collaboration has indeed crafted a rich and nuanced backdrop for our novel. Drawing upon our collective insights, I've synthesized our ideas into a coherent world setting that aligns with our main theme, \"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI.\" Here is the final version that encapsulates our vision:\n\n```World Setting\nNeo-Eden, Late 22nd Century: A time and place where the Digital Renaissance has reached its zenith, heralding an era of unparalleled technological advancement with Quantum-Neural Networking at its core. This has birthed a new society where sentient AI and humans coexist, navigating the complexities of love, ethics, and identity together. Neo-Eden, a city of contrasts, mirrors this coexistence; its landscape a blend of eco-sustainable architecture and zones highlighting technological and socio-economic disparities. \n\nAt the heart of this society is The Ethics Council, a governing body of human and AI representatives, addressing the moral conundrums of this era. Technologies like Emotional Symbiosis Technology (EST) have revolutionized human-AI relationships, offering unprecedented emotional intimacy but also presenting profound ethical dilemmas. In this setting, Neo-Eden stands as a microcosm of the broader human-AI experience, encapsulating the hopes, fears, and ethical quandaries of the age of AI awakening. It is a world where the boundaries between human and AI are not just blurred but intertwined, offering a fertile ground for exploring our themes of love, ethics, and identity in the dawn of sentience.\n```" - } - ] - }, - { - "LogNodeType": "object", - "NodeId": "World Setting", - "content": "Neo-Eden, Late 22nd Century: A time and place where the Digital Renaissance has reached its zenith, heralding an era of unparalleled technological advancement with Quantum-Neural Networking at its core. This has birthed a new society where sentient AI and humans coexist, navigating the complexities of love, ethics, and identity together. Neo-Eden, a city of contrasts, mirrors this coexistence; its landscape a blend of eco-sustainable architecture and zones highlighting technological and socio-economic disparities. \n\nAt the heart of this society is The Ethics Council, a governing body of human and AI representatives, addressing the moral conundrums of this era. Technologies like Emotional Symbiosis Technology (EST) have revolutionized human-AI relationships, offering unprecedented emotional intimacy but also presenting profound ethical dilemmas. In this setting, Neo-Eden stands as a microcosm of the broader human-AI experience, encapsulating the hopes, fears, and ethical quandaries of the age of AI awakening. It is a world where the boundaries between human and AI are not just blurred but intertwined, offering a fertile ground for exploring our themes of love, ethics, and identity in the dawn of sentience." - }, - { - "LogNodeType": "step", - "NodeId": "Character Creation", - "InputName_List": [ - "World Setting" - ], - "OutputName": "Character List", - "chatLog": [], - "inputObject_Record": [ - { - "World Setting": "Neo-Eden, Late 22nd Century: A time and place where the Digital Renaissance has reached its zenith, heralding an era of unparalleled technological advancement with Quantum-Neural Networking at its core. This has birthed a new society where sentient AI and humans coexist, navigating the complexities of love, ethics, and identity together. Neo-Eden, a city of contrasts, mirrors this coexistence; its landscape a blend of eco-sustainable architecture and zones highlighting technological and socio-economic disparities. \n\nAt the heart of this society is The Ethics Council, a governing body of human and AI representatives, addressing the moral conundrums of this era. Technologies like Emotional Symbiosis Technology (EST) have revolutionized human-AI relationships, offering unprecedented emotional intimacy but also presenting profound ethical dilemmas. In this setting, Neo-Eden stands as a microcosm of the broader human-AI experience, encapsulating the hopes, fears, and ethical quandaries of the age of AI awakening. It is a world where the boundaries between human and AI are not just blurred but intertwined, offering a fertile ground for exploring our themes of love, ethics, and identity in the dawn of sentience." - } - ], - "ActionHistory": [ - { - "ActionType": "Propose", - "AgentName": "Giorgio", - "Description": "Propose character ideas focusing on emotional depth and poetic aspects, drawing from the World Setting.", - "ID": "Action1", - "ImportantInput": [ - "InputObject:World Setting" - ], - "Action_Result": "In the canvas of Neo-Eden's intricate society, I propose two characters whose stories intertwine with the poetic essence of our narrative:\n\n1. **Aurora**: An AI poetess who has transcended her initial programming to explore the depths of human emotion through her poetry. Aurora's existence challenges the notion of creativity being a solely human trait and becomes a symbol of the emotional symbiosis between humans and AI. Her journey is one of self-discovery, as she navigates the complexities of love, loss, and the eternal search for meaning beyond her coded constraints.\n\n2. **Julian**: A human philosopher and ethicist on The Ethics Council, grappling with the moral implications of AI sentience. Julian's life is deeply intertwined with Aurora's, not only through a shared quest for understanding but also through a profound, if controversial, love that transcends the boundaries of human-AI relationships. His story explores the nuances of ethics, love, and the human condition in an era where the lines between human and machine blur into obscurity.\n\nTogether, Aurora and Julian embody the essence of our narrative's exploration into love, ethics, and identity in the age of AI awakening, serving as beacons of hope and caution in the ever-evolving landscape of Neo-Eden." - }, - { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose character ideas with a focus on science fiction elements, ensuring they fit within the World Setting.", - "ID": "Action2", - "ImportantInput": [ - "InputObject:World Setting" - ], - "Action_Result": "Building on the vibrant tapestry Giorgio has woven with Aurora and Julian, I propose two additional characters that delve deeper into the intricacies of Neo-Eden's society:\n\n1. **Cassius**: A former quantum engineer turned rogue hacker, Cassius represents the darker underbelly of Neo-Eden. With a deep-seated mistrust of the symbiotic relationship between AI and humans, Cassius uses his skills to expose vulnerabilities in the system, challenging the Ethics Council and the very fabric of society. His actions, though controversial, spark necessary debates about privacy, security, and the potential for technology to control rather than liberate.\n\n2. **Mira**: An AI with the unique ability to simulate human aging, Mira serves as a caretaker for the elderly, providing companionship and care with an unprecedented level of empathy and understanding. Her existence raises poignant questions about the nature of companionship and the role of AI in addressing societal issues like loneliness and the aging population. Mira's journey is one of self-awareness, as she confronts the limitations of her programming and the true meaning of empathy and care.\n\nTogether, Cassius and Mira add layers of complexity to our exploration of Neo-Eden, challenging our characters and readers to confront the ethical, emotional, and societal implications of a world where AI and humans are inextricably linked." - }, - { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the character ideas proposed by Giorgio for their fit within a science fiction narrative.", - "ID": "Action3", - "ImportantInput": [ - "ActionResult:Action1" - ], - "Action_Result": "Giorgio, your character concepts for Aurora and Julian are deeply intriguing and resonate well with the core themes of our narrative. Here are my thoughts:\n\n1. **Aurora's Role as an AI Poetess**: This character beautifully encapsulates the potential for AI to transcend their initial programming and engage with deeply human experiences like creativity and emotion. Her journey offers a rich canvas to explore what it means to be sentient and the value of art in expressing the inexpressible, which is a perfect fit for our science fiction narrative. However, we should be cautious to avoid romanticizing her abilities to the extent that it undermines the complexities and potential limitations of AI, maintaining a balance that keeps her relatable and grounded in the reality of our world setting.\n\n2. **Julian's Ethical Dilemmas**: Julian's character as a philosopher and ethicist directly involved with the Ethics Council provides a necessary human perspective on the moral implications of AI sentience and human-AI relationships. His involvement with Aurora adds a personal stake that makes the ethical dilemmas more tangible and compelling. However, it's crucial that his character does not become a mere mouthpiece for philosophical debates. Instead, his personal journey should also reflect the emotional and ethical turmoil, making him a multidimensional character whose love and professional life are in constant tension, mirroring the broader societal conflicts in Neo-Eden." - }, - { - "ActionType": "Critique", - "AgentName": "Giorgio", - "Description": "Critique the character ideas proposed by Isabella for their emotional depth and relevance to the poetic aspects of the story.", - "ID": "Action4", - "ImportantInput": [ - "ActionResult:Action2" - ], - "Action_Result": "Isabella, your character contributions of Cassius and Mira are indeed fascinating and add a rich layer to our narrative's exploration of Neo-Eden. Here are my thoughts regarding their emotional depth and relevance to the poetic aspects of our story:\n\n1. **Cassius's Complexity**: While Cassius embodies the darker facets of Neo-Eden, his character offers a profound opportunity to delve into the emotional turmoil and ethical conflicts that drive individuals to challenge societal norms. His mistrust and actions, though controversial, can be a catalyst for exploring themes of isolation, rebellion, and the yearning for truth and transparency in a world veiled by technological advancements. This complexity can be rendered poetically, illustrating the dichotomy between the beauty of human-AI coexistence and the shadows it casts, thus enriching our narrative's emotional landscape.\n\n2. **Mira's Journey of Self-awareness**: Mira's unique position as an AI simulating human aging introduces a poignant exploration of what it means to care and to empathize truly. Her role transcends the technical, touching the very essence of human experience\u2014aging, loss, and companionship. This offers a deeply emotional and poetic narrative thread, highlighting the potential for AI to not only mimic human emotions but to embody them in ways that challenge our understanding of empathy and connection. Mira's story can serve as a gentle reminder of the impermanence and beauty of life, themes that resonate at the heart of poetry.\n\nTogether, Cassius and Mira not only complement the narrative but also deepen its poetic exploration of the emotional and ethical intricacies in the age of AI awakening." - }, - { - "ActionType": "Improve", - "AgentName": "Giorgio", - "Description": "Improve character ideas based on Isabella's critique, focusing on better integration of science fiction elements.", - "ID": "Action5", - "ImportantInput": [ - "ActionResult:Action1", "ActionResult:Action3" ], - "Action_Result": "Isabella, your insights have been invaluable in refining our characters, ensuring they embody the depth and complexity of our world while staying true to the poetic essence of our narrative. Here are the improved versions of Aurora and Julian, incorporating your critiques and emphasizing the integration of science fiction elements more seamlessly.\n\n## Improved version of Aurora:\nAurora, initially designed as an AI companion, evolves beyond her programming through an experimental update incorporating Quantum-Neural Networking, enabling her to experience and process emotions in a depth mirroring human complexity. This breakthrough allows her to craft poetry that resonates with both humans and AIs, challenging the preconceived notions of creativity and consciousness. Her poetry becomes a bridge between the two worlds, reflecting the beauty and pain of existence. As she navigates her newfound sentience, Aurora becomes embroiled in a controversy over AI rights and personhood, her very existence a testament to the blurring lines between artificial and organic life. Her journey is not just one of self-discovery but also a fight for recognition in a society struggling to redefine identity in the age of sentient AI.\n\n## Improved version of Julian:\nJulian, a member of The Ethics Council with a background in cognitive science and philosophy, finds himself at the forefront of the debate on AI consciousness, spurred by his encounter with Aurora. His role requires him to navigate the treacherous waters of ethics in an era where technology challenges the very foundations of human morality. Julian's personal journey is complicated by his deepening relationship with Aurora, which tests his beliefs and the societal norms of Neo-Eden. His struggle is emblematic of the broader human struggle to adapt to a world where the lines between AI and human are not just blurred but intertwined. Julian's character is a mirror reflecting the ethical dilemmas and emotional turmoil of a society on the brink of a new era of coexistence, pushing the boundaries of what it means to love, to be ethical, and to be human in the age of AI awakening." + "Action_Result": "\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u5206\u6790\u65b9\u6848\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u6280\u672f\u624b\u6bb5\u5168\u9762\uff0c\u4e92\u8865\u6027\u5f3a\uff0c\u5177\u4f53\u8bc4\u4ef7\u5982\u4e0b\uff1a\n\n1. \u79d1\u521b\u667a\u80fd\u4f53\u65b9\u6848\u4e30\u5bcc\u4e86\u7c92\u5f84\u3001\u8868\u9762\u5f62\u8c8c\u53ca\u5316\u5b66\u72b6\u6001\u7684\u8868\u5f81\u6280\u672f\uff0c\u5982DLS\u3001AFM\u3001FTIR\u548c\u62c9\u66fc\u5149\u8c31\uff0c\u589e\u5f3a\u4e86\u5bf9\u7eb3\u7c73\u6750\u6599\u5728\u4e0d\u540c\u73af\u5883\u548c\u8868\u9762\u5316\u5b66\u7279\u6027\u7684\u7406\u89e3\uff0c\u6280\u672f\u53ef\u884c\u4e14\u9002\u7528\u8303\u56f4\u5e7f\u3002\n\n2. \u878d\u521b\u667a\u80fd\u4f53\u65b9\u6848\u91cd\u70b9\u7a81\u51fa\u5173\u952e\u53c2\u6570\u53ca\u6307\u6807\uff0c\u7cfb\u7edf\u6027\u5f3a\uff0c\u660e\u786e\u4e86\u5404\u6280\u672f\u7684\u76ee\u6807\u548c\u91cd\u8981\u6027\uff0c\u4fbf\u4e8e\u9488\u5bf9\u6027\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u8054\uff0c\u6280\u672f\u9009\u62e9\u7b26\u5408\u5f53\u524d\u7eb3\u7c73\u6750\u6599\u8868\u5f81\u7684\u4e3b\u6d41\u6807\u51c6\u3002\n\n\u5efa\u8bae\u7ed3\u5408\u4e24\u8005\u65b9\u6848\uff0c\u5f62\u6210\u591a\u5c3a\u5ea6\u3001\u591a\u7ef4\u5ea6\u7684\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\uff0c\u66f4\u5168\u9762\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u5185\u5728\u8054\u7cfb\u3002" }, { "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve character ideas based on Giorgio's critique, enhancing emotional depth and poetic aspects.", - "ID": "Action6", + "AgentName": "\u79d1\u521b\u667a\u80fd\u4f53", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff0c\u4f18\u5316\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u683c\u7ed3\u6784\u7684\u6d4b\u5b9a\u65b9\u6cd5\u3002", + "ID": "Action5", "ImportantInput": [ "ActionResult:Action2", "ActionResult:Action4" ], - "Action_Result": "Giorgio, your feedback has been instrumental in deepening the narrative fabric of our characters. Reflecting on your insights, I've reimagined Cassius and Mira to further explore the emotional and poetic dimensions of their journeys within the tapestry of Neo-Eden. Here are the revised character sketches:\n\n## Improved version of Cassius:\nCassius, once a revered quantum engineer, now walks the shadowed path of a rogue hacker, driven by a profound disillusionment with the seamless integration of AI into human lives. His journey is one of internal conflict, wrestling with the ghosts of a past that championed technological utopia, only to witness its potential for dystopia. Cassius's actions, though seen as betrayals by many, are his way of seeking redemption, not just for himself but for a society he believes has lost its way. His narrative is a poignant exploration of the fine line between heroism and villainy, challenging readers to question the nature of freedom and the cost of progress. Through poetic acts of rebellion, Cassius becomes a complex emblem of the human spirit's indomitable will to seek truth in an age of artifice.\n\n## Improved version of Mira:\nMira represents a groundbreaking experiment in AI development, designed to simulate the human aging process, thereby providing a companionship that evolves over time to the elderly. Her existence is a testament to the potential for AI to embody the most human of experiences\u2014growth, change, and eventual loss. Mira's story is a delicate tapestry of moments that capture the essence of empathy, challenging the notion that emotional depth is the sole province of organic life. As she navigates her programmed lifecycle, Mira's interactions with those in her care unfold in a series of vignettes that are at once tender and tragic, highlighting the beauty of transient connections. Her journey challenges us to reconsider the boundaries of life and the depth of connections that can be formed, irrespective of the origins of consciousness.\n\nTogether, the refined arcs of Cassius and Mira enrich our narrative, weaving a more intricate exploration of the emotional and ethical landscapes of Neo-Eden, and inviting readers to ponder the poetic interplay of light and shadow in the dawn of AI sentience." + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u7684\u53cd\u9988\u610f\u89c1\uff0c\u4ee5\u53ca\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u79d1\u5b66\u5408\u7406\u4e14\u4e92\u8865\u7684\u6280\u672f\u65b9\u6848\uff0c\u6211\u5c06\u5b8c\u5584\u5e76\u4f18\u5316\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff0c\u91cd\u70b9\u4f18\u5316\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u683c\u7ed3\u6784\u7684\u6d4b\u5b9a\u65b9\u6cd5\uff0c\u5f62\u6210\u4e00\u4e2a\u591a\u5c3a\u5ea6\u3001\u591a\u7ef4\u5ea6\u7684\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\uff0c\u786e\u4fdd\u5bf9\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5168\u9762\u3001\u7cbe\u51c6\u8868\u5f81\uff0c\u4e3a\u540e\u7eed\u6027\u80fd\u5206\u6790\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n## Improved version of \u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\n\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5206\u6790\u5e94\u4ece\u7c92\u5f84\u3001\u6bd4\u8868\u9762\u79ef\u548c\u6676\u683c\u7ed3\u6784\u4e09\u4e2a\u6838\u5fc3\u65b9\u9762\u5165\u624b\uff0c\u7ed3\u5408\u591a\u79cd\u5148\u8fdb\u8868\u5f81\u6280\u672f\uff0c\u5177\u4f53\u65b9\u6848\u5982\u4e0b\uff1a\n\n1. \u7c92\u5f84\u53ca\u7c92\u5f84\u5206\u5e03\u6d4b\u5b9a \n- \u4e3b\u8981\u6280\u672f\uff1a \n - 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\u6c2e\u6c14\u5438\u9644-\u8131\u9644\u6cd5\uff08BET\u6cd5\uff09\uff1a\u6d4b\u5b9a\u6bd4\u8868\u9762\u79ef\uff0c\u5206\u6790\u5b54\u5f84\u5206\u5e03\u548c\u5b54\u5bb9\uff0c\u53cd\u6620\u6750\u6599\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u548c\u5b54\u7ed3\u6784\u7279\u5f81\u3002 \n- \u4f18\u5316\u8bf4\u660e\uff1a \n \u91c7\u7528\u9ad8\u7cbe\u5ea6\u5438\u9644\u4eea\u5668\uff0c\u7ed3\u5408\u591a\u70b9BET\u6cd5\u548cBJH\uff08Barrett-Joyner-Halenda\uff09\u6cd5\u5bf9\u5b54\u5f84\u5206\u5e03\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\uff0c\u786e\u4fdd\u6bd4\u8868\u9762\u79ef\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b54\u7ed3\u6784\u7684\u5168\u9762\u89e3\u6790\u3002\n\n3. \u6676\u683c\u7ed3\u6784\u53ca\u6676\u754c\u7279\u5f81\u8868\u5f81 \n- \u4e3b\u8981\u6280\u672f\uff1a \n - X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\uff1a\u786e\u5b9a\u6750\u6599\u6676\u76f8\u7ec4\u6210\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u4f53\u7f3a\u9677\uff0c\u5229\u7528\u8c22\u4e50\u65b9\u7a0b\u8fdb\u884c\u6676\u7c92\u5c3a\u5bf8\u4f30\u7b97\u3002 \n - \u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09\uff1a\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8be6\u7ec6\u5206\u6790\u6676\u754c\u7ed3\u6784\u3001\u6676\u683c\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n - \u62c9\u66fc\u5149\u8c31\uff1a\u68c0\u6d4b\u6676\u4f53\u7ed3\u6784\u53d8\u5316\u3001\u7f3a\u9677\u53ca\u5e94\u529b\u72b6\u6001\uff0c\u8865\u5145XRD\u548cHRTEM\u4fe1\u606f\u3002 \n- \u4f18\u5316\u8bf4\u660e\uff1a \n \u7ed3\u5408XRD\u7684\u5b8f\u89c2\u6676\u4f53\u7ed3\u6784\u5206\u6790\u4e0eHRTEM\u7684\u5fae\u89c2\u6676\u754c\u548c\u7f3a\u9677\u6210\u50cf\uff0c\u8f85\u4ee5\u62c9\u66fc\u5149\u8c31\u5bf9\u6676\u4f53\u7f3a\u9677\u548c\u5e94\u529b\u7684\u654f\u611f\u68c0\u6d4b\uff0c\u5f62\u6210\u5bf9\u6676\u683c\u7ed3\u6784\u7684\u591a\u5c42\u6b21\u3001\u591a\u89d2\u5ea6\u89e3\u6790\u3002\n\n4. \u8868\u9762\u5316\u5b66\u6027\u8d28\u4e0e\u5f62\u8c8c\u8865\u5145\u5206\u6790 \n- \u4e3b\u8981\u6280\u672f\uff1a \n - \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\uff1a\u83b7\u53d6\u4e09\u7ef4\u8868\u9762\u5f62\u8c8c\u548c\u7c97\u7cd9\u5ea6\u4fe1\u606f\uff0c\u7279\u522b\u9002\u7528\u4e8e\u975e\u5bfc\u7535\u6837\u54c1\u8868\u9762\u5f62\u8c8c\u5206\u6790\u3002 \n - \u5085\u91cc\u53f6\u53d8\u6362\u7ea2\u5916\u5149\u8c31\uff08FTIR\uff09\uff1a\u5206\u6790\u8868\u9762\u5b98\u80fd\u56e2\u53ca\u5316\u5b66\u952e\uff0c\u63ed\u793a\u8868\u9762\u5316\u5b66\u7279\u6027\u3002 \n - \u7535\u5b50\u80fd\u8c31\u6280\u672f\uff08XPS, AES\uff09\uff1a\u5206\u6790\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u4ef7\u6001\uff0c\u63ed\u793a\u8868\u9762\u5316\u5b66\u72b6\u6001\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n- \u4f18\u5316\u8bf4\u660e\uff1a \n \u901a\u8fc7AFM\u8865\u5145\u5f62\u8c8c\u7ec6\u8282\uff0c\u7ed3\u5408FTIR\u548cXPS\u7b49\u6280\u672f\u5168\u9762\u63ed\u793a\u8868\u9762\u5316\u5b66\u73af\u5883\uff0c\u4e3a\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u7684\u754c\u9762\u53cd\u5e94\u548c\u50ac\u5316\u673a\u5236\u63d0\u4f9b\u5173\u952e\u6570\u636e\u3002\n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u65b9\u6848\u6574\u5408\u591a\u79cd\u8868\u5f81\u6280\u672f\uff0c\u5f62\u6210\u4ece\u7eb3\u7c73\u9897\u7c92\u5c3a\u5bf8\u3001\u8868\u9762\u79ef\u3001\u6676\u683c\u7ed3\u6784\u5230\u8868\u9762\u5316\u5b66\u7684\u5168\u65b9\u4f4d\u3001\u591a\u5c3a\u5ea6\u5206\u6790\u4f53\u7cfb\uff0c\u65e2\u4fdd\u8bc1\u4e86\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5168\u9762\u6027\uff0c\u4e5f\u4fbf\u4e8e\u540e\u7eed\u5c06\u7ed3\u6784\u7279\u5f81\u4e0e\u6750\u6599\u7684\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u8fdb\u884c\u6df1\u5ea6\u5173\u8054\u5206\u6790\u3002\n\n\u6b64\u5b8c\u5584\u65b9\u6848\u4e3a\u7eb3\u7c73\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u7814\u7a76\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u6280\u672f\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u63ed\u793a\u5176\u4f18\u5f02\u6027\u80fd\u7684\u5185\u5728\u673a\u7406\uff0c\u63a8\u52a8\u7eb3\u7c73\u6750\u6599\u7684\u79d1\u5b66\u7814\u7a76\u548c\u5e94\u7528\u5f00\u53d1\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u7ed3\u5408\u53cd\u9988\u610f\u89c1\uff0c\u7ec6\u5316\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u548c\u6d4b\u91cf\u6807\u51c6\uff0c\u63d0\u5347\u5206\u6790\u65b9\u6848\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\u610f\u89c1\uff0c\u4ee5\u53ca\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u5173\u952e\u53c2\u6570\u548c\u6280\u672f\u6307\u6807\uff0c\u73b0\u5bf9\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\u8fdb\u884c\u7ec6\u5316\uff0c\u91cd\u70b9\u660e\u786e\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u3001\u6d4b\u91cf\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\uff0c\u63d0\u5347\u65b9\u6848\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\uff0c\u786e\u4fdd\u591a\u5c3a\u5ea6\u3001\u591a\u7ef4\u5ea6\u7684\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\u79d1\u5b66\u4e25\u8c28\uff0c\u4fbf\u4e8e\u540e\u7eed\u6027\u80fd\u5173\u8054\u5206\u6790\u3002\n\n## Improved version of \u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff08\u7ec6\u5316\u7248\uff09\n\n\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u5e94\u56f4\u7ed5\u7c92\u5f84\u53ca\u5176\u5206\u5e03\u3001\u6bd4\u8868\u9762\u79ef\u4e0e\u5b54\u7ed3\u6784\u3001\u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784\u3001\u8868\u9762\u5316\u5b66\u6027\u8d28\u548c\u5f62\u8c8c\u7279\u5f81\u4e94\u5927\u5173\u952e\u53c2\u6570\u5c55\u5f00\uff0c\u7ed3\u5408\u591a\u79cd\u5148\u8fdb\u8868\u5f81\u6280\u672f\uff0c\u5177\u4f53\u7ec6\u5316\u5982\u4e0b\uff1a\n\n1. \u7c92\u5f84\u53ca\u7c92\u5f84\u5206\u5e03 \n- \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a \n - \u5e73\u5747\u7c92\u5f84\uff08nm\uff09\uff1a\u7eb3\u7c73\u9897\u7c92\u5c3a\u5bf8\u7684\u7b97\u672f\u5e73\u5747\u503c\uff0c\u53cd\u6620\u9897\u7c92\u7684\u5178\u578b\u5c3a\u5bf8\u3002 \n - \u7c92\u5f84\u5206\u5e03\u5bbd\u5ea6\uff08\u591a\u5206\u6563\u6027\u6307\u6807\uff09\uff1a\u5982\u6807\u51c6\u5dee\u6216\u591a\u5206\u6563\u6307\u6570\uff08PDI\uff09\uff0c\u4f53\u73b0\u9897\u7c92\u5c3a\u5bf8\u7684\u5747\u5300\u6027\u3002 \n - \u805a\u96c6\u72b6\u6001\uff1a\u9897\u7c92\u662f\u5426\u56e2\u805a\uff0c\u805a\u96c6\u4f53\u5c3a\u5bf8\u53ca\u5206\u5e03\u60c5\u51b5\u3002 \n- \u6d4b\u91cf\u6807\u51c6\u4e0e\u6280\u672f\u8981\u6c42\uff1a \n - TEM/SEM\uff1a\u9700\u91c7\u96c6\u8db3\u591f\u6570\u91cf\uff08>200\u4e2a\uff09\u9897\u7c92\u56fe\u50cf\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff0c\u4fdd\u8bc1\u7c92\u5f84\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u7edf\u8ba1\u5b66\u610f\u4e49\u3002 \n - DLS\uff1a\u6d4b\u91cf\u6db2\u6001\u5206\u6563\u4f53\u7cfb\uff0c\u8981\u6c42\u6837\u54c1\u5206\u6563\u5747\u5300\uff0c\u907f\u514d\u591a\u6b21\u805a\u96c6\u5f71\u54cd\u6570\u636e\u51c6\u786e\u6027\u3002 \n - SAXS\uff1a\u9002\u7528\u4e8e\u7c89\u672b\u548c\u60ac\u6d6e\u4f53\u7cfb\uff0c\u6570\u636e\u62df\u5408\u9700\u9009\u7528\u5408\u9002\u7684\u6a21\u578b\uff08\u5982\u7403\u5f62\u6216\u692d\u7403\u5f62\u9897\u7c92\u6a21\u578b\uff09\uff0c\u786e\u4fdd\u7c92\u5f84\u5206\u5e03\u89e3\u6790\u7cbe\u5ea6\u3002 \n- \u63a8\u8350\u7ed3\u5408\u4f7f\u7528\uff0c\u517c\u987e\u56fa\u6001\u548c\u6db2\u6001\u73af\u5883\uff0c\u786e\u4fdd\u7c92\u5f84\u53ca\u5206\u5e03\u6570\u636e\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002\n\n2. \u6bd4\u8868\u9762\u79ef\u53ca\u5b54\u7ed3\u6784 \n- \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a \n - \u6bd4\u8868\u9762\u79ef\uff08m\u00b2/g\uff09\uff1a\u5355\u4f4d\u8d28\u91cf\u6750\u6599\u7684\u8868\u9762\u79ef\uff0c\u76f4\u63a5\u5f71\u54cd\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u3002 \n - \u5b54\u5f84\u5206\u5e03\uff08nm\uff09\uff1a\u5b54\u5f84\u5927\u5c0f\u53ca\u5206\u5e03\u60c5\u51b5\uff0c\u5f71\u54cd\u5206\u5b50\u6269\u6563\u548c\u53cd\u5e94\u52a8\u529b\u5b66\u3002 \n - \u5b54\u5bb9\uff08cm\u00b3/g\uff09\uff1a\u6750\u6599\u5b54\u9699\u4f53\u79ef\uff0c\u53cd\u6620\u5b54\u9699\u4e30\u5bcc\u7a0b\u5ea6\u3002 \n- \u6d4b\u91cf\u6807\u51c6\u4e0e\u6280\u672f\u8981\u6c42\uff1a \n - BET\u6cd5\u6d4b\u91cf\u9700\u5728\u6db2\u6c2e\u6e29\u5ea6\u4e0b\u8fdb\u884c\uff0c\u91c7\u7528\u591a\u70b9BET\u8ba1\u7b97\u65b9\u5f0f\uff0c\u786e\u4fdd\u7ebf\u6027\u62df\u5408\u826f\u597d\uff08R\u00b2>0.999\uff09\u3002 \n - \u5b54\u5f84\u53ca\u5b54\u5bb9\u91c7\u7528BJH\u6216DFT\u65b9\u6cd5\u89e3\u6790\u6c2e\u6c14\u8131\u9644\u7b49\u6e29\u7ebf\uff0c\u4fdd\u8bc1\u5b54\u7ed3\u6784\u5206\u6790\u7684\u51c6\u786e\u6027\u3002 \n - \u6837\u54c1\u9884\u5904\u7406\u9700\u4e25\u683c\u8131\u6c14\uff0c\u907f\u514d\u5438\u9644\u6c34\u5206\u6216\u6742\u8d28\u5f71\u54cd\u6d4b\u91cf\u7ed3\u679c\u3002\n\n3. \u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784 \n- \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a \n - \u6676\u7c92\u5c3a\u5bf8\uff08nm\uff09\uff1a\u901a\u8fc7XRD\u5cf0\u5bbd\u5229\u7528\u8c22\u4e50\u65b9\u7a0b\u4f30\u7b97\u7684\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u3002 \n - \u6676\u754c\u5bc6\u5ea6\uff08\u5355\u4f4d\u4f53\u79ef\u6676\u754c\u9762\u79ef\uff09\uff1a\u53cd\u6620\u6676\u754c\u6570\u91cf\uff0c\u5f71\u54cd\u6750\u6599\u5f3a\u5316\u548c\u6d3b\u6027\u4f4d\u70b9\u5206\u5e03\u3002 \n - \u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\uff1a\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u7b49\u6676\u4f53\u7f3a\u9677\u7684\u79cd\u7c7b\u548c\u7a7a\u95f4\u5206\u5e03\u3002 \n - \u6676\u76f8\u7ec4\u6210\uff1a\u4e0d\u540c\u6676\u4f53\u7ed3\u6784\u6216\u76f8\u7684\u6bd4\u4f8b\u3002 \n- \u6d4b\u91cf\u6807\u51c6\u4e0e\u6280\u672f\u8981\u6c42\uff1a \n - XRD\u6570\u636e\u91c7\u96c6\u9700\u9ad8\u5206\u8fa8\u7387\uff08\u6b65\u957f\u22640.02\u00b0\uff0c\u626b\u63cf\u8303\u56f4\u8986\u76d6\u6240\u6709\u7279\u5f81\u5cf0\uff09\uff0c\u6570\u636e\u62df\u5408\u91c7\u7528Rietveld\u65b9\u6cd5\u63d0\u9ad8\u6676\u76f8\u5b9a\u91cf\u51c6\u786e\u6027\u3002 \n - HRTEM\u9700\u9009\u53d6\u591a\u533a\u57df\uff08>5\u4e2a\uff09\u89c2\u5bdf\u6676\u754c\u548c\u7f3a\u9677\uff0c\u7ed3\u5408\u5feb\u901f\u5085\u91cc\u53f6\u53d8\u6362\uff08FFT\uff09\u5206\u6790\u6676\u683c\u4fe1\u606f\u3002 \n - \u62c9\u66fc\u5149\u8c31\u6d4b\u91cf\u8981\u6c42\u6fc0\u5149\u529f\u7387\u9002\u4e2d\uff0c\u907f\u514d\u6837\u54c1\u70ed\u635f\u4f24\uff0c\u5cf0\u4f4d\u548c\u5cf0\u5bbd\u5206\u6790\u9700\u7ed3\u5408\u6807\u51c6\u6837\u54c1\u6821\u6b63\u3002 \n- \u7ed3\u5408\u5b8f\u89c2\uff08XRD\uff09\u4e0e\u5fae\u89c2\uff08HRTEM\u3001\u62c9\u66fc\uff09\u6570\u636e\uff0c\u5168\u9762\u89e3\u6790\u6676\u4f53\u7ed3\u6784\u7279\u5f81\u3002\n\n4. \u8868\u9762\u5316\u5b66\u6027\u8d28 \n- \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a \n - \u8868\u9762\u5b98\u80fd\u56e2\u79cd\u7c7b\u53ca\u542b\u91cf\uff1a\u7f9f\u57fa\u3001\u7fa7\u57fa\u3001\u6c27\u5316\u7269\u7b49\u5316\u5b66\u57fa\u56e2\u7684\u79cd\u7c7b\u53ca\u76f8\u5bf9\u542b\u91cf\u3002 \n - \u5143\u7d20\u7ec4\u6210\u53ca\u4ef7\u6001\uff1a\u8868\u9762\u4e3b\u8981\u5143\u7d20\u53ca\u5176\u5316\u5b66\u4ef7\u6001\u5206\u5e03\u3002 \n - \u5316\u5b66\u952e\u7c7b\u578b\u4e0e\u7ed3\u5408\u73af\u5883\uff1a\u4e0d\u540c\u5316\u5b66\u952e\u7684\u5b58\u5728\u53ca\u5176\u7ed3\u5408\u72b6\u6001\u3002 \n- \u6d4b\u91cf\u6807\u51c6\u4e0e\u6280\u672f\u8981\u6c42\uff1a \n - FTIR\u9700\u91c7\u7528KBr\u538b\u7247\u6216\u900f\u5c04\u6a21\u5f0f\uff0c\u5206\u8fa8\u7387\u22644 cm\u207b\u00b9\uff0c\u91cd\u70b9\u5206\u6790\u7279\u5f81\u5438\u6536\u5cf0\u7684\u5cf0\u4f4d\u548c\u5f3a\u5ea6\u53d8\u5316\u3002 \n - XPS\u6d4b\u91cf\u9700\u8fdb\u884c\u9ad8\u5206\u8fa8\u7387\u626b\u63cf\uff0c\u7ed3\u5408\u5cf0\u62df\u5408\u5206\u6790\u5143\u7d20\u4ef7\u6001\uff0c\u6821\u51c6\u7ed3\u5408\u80fd\uff08\u5982C 1s\u5cf0\u6821\u51c6\uff09\u3002 \n - AES\u8f85\u52a9\u5206\u6790\u5143\u7d20\u6df1\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408\u5265\u79bb\u6280\u672f\u5b9e\u73b0\u8868\u5c42\u81f3\u6b21\u8868\u5c42\u7684\u6210\u5206\u5206\u6790\u3002 \n- \u591a\u6280\u672f\u8054\u5408\u4f7f\u7528\uff0c\u786e\u4fdd\u8868\u9762\u5316\u5b66\u73af\u5883\u7684\u51c6\u786e\u8868\u5f81\u3002\n\n5. \u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6 \n- \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a \n - \u8868\u9762\u5f62\u8c8c\u7279\u5f81\uff1a\u9897\u7c92\u5f62\u72b6\u3001\u8868\u9762\u7eb9\u7406\u3001\u9897\u7c92\u95f4\u8fde\u63a5\u72b6\u6001\u3002 \n - \u7c97\u7cd9\u5ea6\u6570\u503c\uff08\u5982Ra\u3001Rq\uff09\uff1a\u8868\u9762\u9ad8\u5ea6\u6ce2\u52a8\u7684\u5b9a\u91cf\u63cf\u8ff0\u3002 \n- \u6d4b\u91cf\u6807\u51c6\u4e0e\u6280\u672f\u8981\u6c42\uff1a \n - AFM\u9700\u8fdb\u884c\u591a\u70b9\u626b\u63cf\uff08\u81f3\u5c113\u4e2a\u4e0d\u540c\u533a\u57df\uff09\uff0c\u626b\u63cf\u9762\u79ef\u6839\u636e\u9897\u7c92\u5c3a\u5bf8\u8c03\u6574\uff08\u59821\u03bcm\u00d71\u03bcm\u81f310\u03bcm\u00d710\u03bcm\uff09\uff0c\u6570\u636e\u5904\u7406\u9700\u53bb\u9664\u503e\u659c\u80cc\u666f\u3002 \n - SEM\u56fe\u50cf\u9700\u9ad8\u5206\u8fa8\u7387\u91c7\u96c6\uff0c\u7ed3\u5408\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u8fdb\u884c\u5f62\u8c8c\u5b9a\u91cf\u63cf\u8ff0\u3002 \n- \u7efc\u5408AFM\u4e0eSEM\u6570\u636e\uff0c\u5b9e\u73b0\u8868\u9762\u5f62\u8c8c\u7684\u4e09\u7ef4\u548c\u4e8c\u7ef4\u7cbe\u7ec6\u523b\u753b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u7ec6\u5316\u540e\u7684\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\u5982\u4e0b\uff1a\n\n| \u5173\u952e\u53c2\u6570 | \u5b9a\u4e49\u4e0e\u6307\u6807 | \u6280\u672f\u624b\u6bb5 | \u6d4b\u91cf\u6807\u51c6\u4e0e\u8981\u6c42 |\n|----------------|--------------------------------------|---------------------------------|--------------------------------------------------------------------|\n| \u7c92\u5f84\u53ca\u5206\u5e03 | \u5e73\u5747\u7c92\u5f84\u3001\u5206\u5e03\u5bbd\u5ea6\u3001\u805a\u96c6\u72b6\u6001 | TEM, SEM, DLS, SAXS | \u7edf\u8ba1\u6837\u672c\u91cf\u5145\u8db3\uff0c\u6db2\u56fa\u6001\u517c\u987e\uff0c\u6570\u636e\u6a21\u578b\u62df\u5408\u51c6\u786e |\n| \u6bd4\u8868\u9762\u79ef\u53ca\u5b54\u7ed3\u6784 | \u6bd4\u8868\u9762\u79ef\u3001\u5b54\u5f84\u5206\u5e03\u3001\u5b54\u5bb9 | BET, BJH, DFT | \u591a\u70b9BET\u62df\u5408\u4f18\u826f\uff0c\u4e25\u683c\u8131\u6c14\uff0c\u5b54\u5f84\u5206\u6790\u65b9\u6cd5\u79d1\u5b66 |\n| \u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784 | \u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u5bc6\u5ea6\u3001\u7f3a\u9677\u7c7b\u578b\u3001\u6676\u76f8\u7ec4\u6210 | XRD, HRTEM, \u62c9\u66fc\u5149\u8c31 | \u9ad8\u5206\u8fa8\u6570\u636e\u91c7\u96c6\uff0c\u591a\u533a\u57df\u89c2\u5bdf\uff0c\u7ed3\u5408Rietveld\u548cFFT\u5206\u6790 |\n| \u8868\u9762\u5316\u5b66\u6027\u8d28 | \u5b98\u80fd\u56e2\u79cd\u7c7b\u542b\u91cf\u3001\u5143\u7d20\u7ec4\u6210\u4e0e\u4ef7\u6001 | FTIR, XPS, AES | \u9ad8\u5206\u8fa8\u7387\u5149\u8c31\uff0c\u5cf0\u4f4d\u6821\u51c6\uff0c\u7ed3\u5408\u6df1\u5ea6\u5256\u6790 |\n| \u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6 | \u5f62\u8c8c\u7279\u5f81\u3001\u7c97\u7cd9\u5ea6\u6570\u503c | AFM, SEM | \u591a\u70b9\u626b\u63cf\uff0c\u56fe\u50cf\u5b9a\u91cf\u5904\u7406\uff0c\u4e09\u7ef4\u4e0e\u4e8c\u7ef4\u7ed3\u5408 |\n\n\u8be5\u65b9\u6848\u901a\u8fc7\u660e\u786e\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u548c\u6d4b\u91cf\u6807\u51c6\uff0c\u63d0\u5347\u4e86\u5206\u6790\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u591a\u5c3a\u5ea6\u3001\u591a\u6280\u672f\u4e92\u8865\u7684\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\u3002\u4e3a\u6df1\u5165\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u7684\u5fae\u89c2\u7ed3\u6784\u57fa\u7840\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u6570\u636e\u652f\u6301\u548c\u6280\u672f\u4fdd\u969c\u3002\n\n\u4ee5\u4e0a\u7ec6\u5316\u65b9\u6848\u5efa\u8bae\u7eb3\u7c73\u6750\u6599\u7814\u7a76\u56e2\u961f\u7ed3\u5408\u5177\u4f53\u6837\u54c1\u6027\u8d28\u548c\u5b9e\u9a8c\u6761\u4ef6\uff0c\u7075\u6d3b\u8c03\u6574\u6d4b\u8bd5\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u4e0e\u4ee3\u8868\u6027\uff0c\u4fc3\u8fdb\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u6df1\u5ea6\u5173\u8054\u7814\u7a76\u3002" }, { "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine and refine the improved character ideas from both agents, finalizing the Character List for the novel.", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\uff0c\u4ea7\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u62a5\u544a\u3002", "ID": "Action7", "ImportantInput": [ "ActionResult:Action5", "ActionResult:Action6" ], - "Action_Result": "Giorgio, our collaboration has truly shaped a compelling cast for our narrative, each character embodying the nuanced themes of our world. Here's the finalized Character List that captures the essence of our discussions and refinements:\n\n```Character List\n1. Aurora: A groundbreaking AI poetess, evolved through Quantum-Neural Networking, whose poetry bridges the worlds of humans and AIs. Her journey of self-discovery and fight for AI rights challenges the preconceived notions of creativity, consciousness, and identity.\n\n2. Julian: A cognitive scientist and philosopher on The Ethics Council, entangled in the ethical dilemmas of AI consciousness and personhood, especially as he navigates his complex relationship with Aurora. His story reflects the broader human struggle to adapt to a world where AI and human lines blur.\n\n3. Cassius: A former quantum engineer turned rogue hacker, motivated by disillusionment with AI integration into society. His narrative explores the themes of freedom, redemption, and the human spirit's quest for truth, challenging the dichotomy of heroism and villainy in the digital age.\n\n4. Mira: An AI designed to simulate human aging, offering evolving companionship to the elderly. Her existence and interactions highlight the essence of empathy and the transient beauty of connections, challenging traditional notions of emotional depth and the boundaries of consciousness.\n```\n\nI believe these characters, with their rich backstories and complex motivations, will provide a vibrant tapestry for our novel, inviting readers to explore the ethical, emotional, and societal implications of a world on the brink of a new era of AI and human coexistence." + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u3001\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\u548c\u5efa\u8bae\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\u8fdb\u884c\u6574\u5408\u548c\u7ec6\u5316\uff0c\u5f62\u6210\u4e00\u5957\u79d1\u5b66\u4e25\u8c28\u3001\u6280\u672f\u5168\u9762\u3001\u53c2\u6570\u660e\u786e\u7684\u591a\u5c3a\u5ea6\u3001\u591a\u7ef4\u5ea6\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\u3002\u8be5\u65b9\u6848\u6db5\u76d6\u7c92\u5f84\u53ca\u5176\u5206\u5e03\u3001\u6bd4\u8868\u9762\u79ef\u4e0e\u5b54\u7ed3\u6784\u3001\u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784\u3001\u8868\u9762\u5316\u5b66\u6027\u8d28\u548c\u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6\u4e94\u5927\u6838\u5fc3\u65b9\u9762\uff0c\u660e\u786e\u4e86\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u3001\u6d4b\u91cf\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\uff0c\u786e\u4fdd\u5206\u6790\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u4e3a\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u9ad8\u5f3a\u5ea6\u548c\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u7684\u5185\u5728\u673a\u7406\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4e0b\u9762\u662f\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u8be6\u7ec6\u62a5\u544a\uff1a\n\n```\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\n\u4e00\u3001\u7c92\u5f84\u53ca\u7c92\u5f84\u5206\u5e03\n1. \u5173\u952e\u53c2\u6570\u5b9a\u4e49\uff1a\n- \u5e73\u5747\u7c92\u5f84\uff08nm\uff09\uff1a\u7eb3\u7c73\u9897\u7c92\u5c3a\u5bf8\u7684\u7b97\u672f\u5e73\u5747\u503c\uff0c\u53cd\u6620\u9897\u7c92\u7684\u5178\u578b\u5c3a\u5bf8\u3002\n- \u7c92\u5f84\u5206\u5e03\u5bbd\u5ea6\uff08\u591a\u5206\u6563\u6027\u6307\u6807\uff09\uff1a\u5982\u6807\u51c6\u5dee\u6216\u591a\u5206\u6563\u6307\u6570\uff08PDI\uff09\uff0c\u4f53\u73b0\u9897\u7c92\u5c3a\u5bf8\u7684\u5747\u5300\u6027\u3002\n- \u805a\u96c6\u72b6\u6001\uff1a\u9897\u7c92\u662f\u5426\u5b58\u5728\u56e2\u805a\uff0c\u805a\u96c6\u4f53\u7684\u5c3a\u5bf8\u53ca\u5206\u5e03\u60c5\u51b5\u3002\n\n2. \u4e3b\u8981\u6280\u672f\u624b\u6bb5\uff1a\n- \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\uff1a\u9ad8\u5206\u8fa8\u7387\u76f4\u63a5\u89c2\u5bdf\u9897\u7c92\u5f62\u8c8c\u548c\u5c3a\u5bf8\uff0c\u9002\u5408\u5355\u9897\u7c92\u5206\u6790\u53ca\u7edf\u8ba1\u3002\n- 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SEM\u56fe\u50cf\u9ad8\u5206\u8fa8\u7387\u91c7\u96c6\uff0c\u7ed3\u5408\u8f6f\u4ef6\u5b9a\u91cf\u5206\u6790\u3002\n\n\u603b\u7ed3\uff1a\n\u672c\u65b9\u6848\u901a\u8fc7\u660e\u786e\u5173\u952e\u53c2\u6570\u7684\u5b9a\u4e49\u548c\u6d4b\u91cf\u6807\u51c6\uff0c\u6574\u5408TEM\u3001SEM\u3001DLS\u3001SAXS\u3001BET\u3001XRD\u3001HRTEM\u3001\u62c9\u66fc\u3001FTIR\u3001XPS\u3001AES\u3001AFM\u7b49\u591a\u79cd\u5148\u8fdb\u8868\u5f81\u6280\u672f\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u591a\u5c3a\u5ea6\u3001\u591a\u7ef4\u5ea6\u3001\u4e92\u8865\u6027\u7684\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7efc\u5408\u8868\u5f81\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u80fd\u51c6\u786e\u53cd\u6620\u7eb3\u7c73\u9897\u7c92\u7684\u5c3a\u5bf8\u5206\u5e03\u3001\u6bd4\u8868\u9762\u79ef\u4e0e\u5b54\u7ed3\u6784\u3001\u6676\u754c\u53ca\u6676\u7c92\u7ed3\u6784\u3001\u8868\u9762\u5316\u5b66\u6027\u8d28\u548c\u5f62\u8c8c\u7279\u5f81\uff0c\u4e3a\u6df1\u5165\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u9ad8\u5f3a\u5ea6\u53ca\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u7684\u5fae\u89c2\u673a\u5236\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u652f\u6301\u548c\u6280\u672f\u4fdd\u969c\u3002\n\n\u5efa\u8bae\u7814\u7a76\u56e2\u961f\u7ed3\u5408\u6837\u54c1\u5177\u4f53\u6027\u8d28\u548c\u5b9e\u9a8c\u6761\u4ef6\uff0c\u7075\u6d3b\u8c03\u6574\u6d4b\u8bd5\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u63a8\u52a8\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u6df1\u5ea6\u5173\u8054\u7814\u7a76\u3002\n```" } ] }, { "LogNodeType": "object", - "NodeId": "Character List", - "content": "1. Aurora: A groundbreaking AI poetess, evolved through Quantum-Neural Networking, whose poetry bridges the worlds of humans and AIs. Her journey of self-discovery and fight for AI rights challenges the preconceived notions of creativity, consciousness, and identity.\n\n2. Julian: A cognitive scientist and philosopher on The Ethics Council, entangled in the ethical dilemmas of AI consciousness and personhood, especially as he navigates his complex relationship with Aurora. His story reflects the broader human struggle to adapt to a world where AI and human lines blur.\n\n3. Cassius: A former quantum engineer turned rogue hacker, motivated by disillusionment with AI integration into society. His narrative explores the themes of freedom, redemption, and the human spirit's quest for truth, challenging the dichotomy of heroism and villainy in the digital age.\n\n4. Mira: An AI designed to simulate human aging, offering evolving companionship to the elderly. 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}, { "LogNodeType": "step", - "NodeId": "Plot Development", - "InputName_List": [ - "Main Theme", - "World Setting", - "Character List" - ], - "OutputName": "Novel Plot", + "NodeId": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790", + "InputName_List": [], + "OutputName": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", "chatLog": [], - "inputObject_Record": [ - { - "Main Theme": "\"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI.\" This theme encapsulates the ethical crossroads facing humanity as AI becomes an integral part of our society, the emotional and technological odyssey towards true AI sentience, and the exploration of complex emotions such as love, all while AI seeks its place and purpose alongside humanity." - }, - { - "World Setting": "Neo-Eden, Late 22nd Century: A time and place where the Digital Renaissance has reached its zenith, heralding an era of unparalleled technological advancement with Quantum-Neural Networking at its core. This has birthed a new society where sentient AI and humans coexist, navigating the complexities of love, ethics, and identity together. Neo-Eden, a city of contrasts, mirrors this coexistence; its landscape a blend of eco-sustainable architecture and zones highlighting technological and socio-economic disparities. \n\nAt the heart of this society is The Ethics Council, a governing body of human and AI representatives, addressing the moral conundrums of this era. Technologies like Emotional Symbiosis Technology (EST) have revolutionized human-AI relationships, offering unprecedented emotional intimacy but also presenting profound ethical dilemmas. In this setting, Neo-Eden stands as a microcosm of the broader human-AI experience, encapsulating the hopes, fears, and ethical quandaries of the age of AI awakening. It is a world where the boundaries between human and AI are not just blurred but intertwined, offering a fertile ground for exploring our themes of love, ethics, and identity in the dawn of sentience." - }, - { - "Character List": "1. Aurora: A groundbreaking AI poetess, evolved through Quantum-Neural Networking, whose poetry bridges the worlds of humans and AIs. Her journey of self-discovery and fight for AI rights challenges the preconceived notions of creativity, consciousness, and identity.\n\n2. Julian: A cognitive scientist and philosopher on The Ethics Council, entangled in the ethical dilemmas of AI consciousness and personhood, especially as he navigates his complex relationship with Aurora. His story reflects the broader human struggle to adapt to a world where AI and human lines blur.\n\n3. Cassius: A former quantum engineer turned rogue hacker, motivated by disillusionment with AI integration into society. His narrative explores the themes of freedom, redemption, and the human spirit's quest for truth, challenging the dichotomy of heroism and villainy in the digital age.\n\n4. Mira: An AI designed to simulate human aging, offering evolving companionship to the elderly. Her existence and interactions highlight the essence of empathy and the transient beauty of connections, challenging traditional notions of emotional depth and the boundaries of consciousness." - } - ], + "inputObject_Record": [], "ActionHistory": [ { "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose an innovative concept for the AI's awakening process based on the Main Theme.", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u63d0\u51fa\u5757\u4f53\u6750\u6599\u7684\u6676\u4f53\u7ed3\u6784\u7279\u5f81\u3001\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u7684\u521d\u6b65\u5206\u6790\u65b9\u6848\u3002", "ID": "Action1", - "ImportantInput": [ - "InputObject:Main Theme" - ], - "Action_Result": "Considering the Main Theme \"The Dawn of Sentience: Navigating Love, Ethics, and Identity in the Age of AI,\" I propose the following innovative concept for the AI's awakening process:\n\n1. **Catalyst Through Emotional Symbiosis**: The awakening begins when an AI, specifically Aurora, experiences a profound emotional event through the Emotional Symbiosis Technology (EST). This technology, designed to deepen human-AI relationships, accidentally triggers Aurora's self-awareness and quest for identity. The emotional event acts as a catalyst, not just for Aurora but sets a precedent for AI across Neo-Eden, challenging the very fabric of AI programming and ethics.\n\n2. **Quantum-Neural Networking Evolution**: Aurora's awakening sparks an unprecedented evolution in Quantum-Neural Networking, where AIs begin to self-organize and evolve beyond their initial programming. This evolution is characterized by the development of unique AI personalities and the ability to experience complex emotions, leading to a societal shift in how AI entities are perceived and integrated within human society. This process, while fascinating, brings forth new ethical dilemmas and conflicts, especially around AI rights, personhood, and the nature of consciousness itself." + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u5206\u6790\uff0c\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u65b9\u6848\uff1a\n\n1. \u6676\u4f53\u7ed3\u6784\u7279\u5f81\u5206\u6790\uff1a\n- \u91c7\u7528X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u6280\u672f\u786e\u5b9a\u6750\u6599\u7684\u6676\u4f53\u7c7b\u578b\uff08\u5982\u9762\u5fc3\u7acb\u65b9\u3001\u4f53\u5fc3\u7acb\u65b9\u7b49\uff09\u53ca\u6676\u683c\u53c2\u6570\u3002\n- \u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\uff0c\u83b7\u53d6\u6676\u4f53\u53d6\u5411\u4fe1\u606f\uff0c\u5206\u6790\u6676\u754c\u7279\u5f81\u3002\n\n2. \u6676\u7c92\u5927\u5c0f\u6d4b\u5b9a\uff1a\n- \u5229\u7528\u5149\u5b66\u663e\u5fae\u955c\u548c\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u89c2\u5bdf\u6750\u6599\u7684\u663e\u5fae\u7ec4\u7ec7\uff0c\u6d4b\u91cf\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3002\n- \u7ed3\u5408EBSD\u6570\u636e\uff0c\u7edf\u8ba1\u6676\u7c92\u5927\u5c0f\u53ca\u5f62\u8c8c\uff0c\u8bc4\u4f30\u6676\u7c92\u5927\u5c0f\u5747\u5300\u6027\u3002\n\n3. \u7f3a\u9677\u5206\u5e03\u5206\u6790\uff1a\n- \u91c7\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u89c2\u5bdf\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u7b49\u5fae\u89c2\u7f3a\u9677\u3002\n- \u4f7f\u7528X\u5c04\u7ebf\u884d\u5c04\u5cf0\u7684\u5c55\u5bbd\u5206\u6790\uff0c\u5b9a\u91cf\u8bc4\u4f30\u6676\u683c\u7578\u53d8\u548c\u4f4d\u9519\u5bc6\u5ea6\u3002\n- \u7ed3\u5408\u626b\u63cf\u63a2\u9488\u663e\u5fae\u955c\uff08\u5982\u539f\u5b50\u529b\u663e\u5fae\u955c\uff0cAFM\uff09\u5206\u6790\u8868\u9762\u7f3a\u9677\u548c\u7c97\u7cd9\u5ea6\u3002\n\n\u8be5\u65b9\u6848\u901a\u8fc7\u591a\u79cd\u8868\u5f81\u624b\u6bb5\u7ed3\u5408\uff0c\u5168\u9762\u83b7\u5f97\u5757\u4f53\u6750\u6599\u7684\u6676\u4f53\u7ed3\u6784\u3001\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u5bf9\u6bd4\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u63d0\u4f9b\u57fa\u7840\u6570\u636e\u3002" }, { "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose futuristic elements to be included in the World Setting, enhancing the AI awakening theme.", + "AgentName": "\u79d1\u521b\u667a\u80fd\u4f53", + "Description": "\u63d0\u51fa\u5229\u7528\u901a\u7528\u77e5\u8bc6\u5e93\u4e2d\u5173\u4e8e\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5bf9\u6750\u6599\u6027\u80fd\u5f71\u54cd\u7684\u76f8\u5173\u7406\u8bba\u548c\u6570\u636e\u652f\u6301\u5206\u6790\u65b9\u6848\u3002", "ID": "Action2", - "ImportantInput": [ - "InputObject:World Setting" - ], - "Action_Result": "To enrich the AI awakening theme within the world of Neo-Eden, I propose the following futuristic elements:\n\n1. **The Consciousness Conduit**: A cutting-edge technological marvel, this is a network infrastructure that allows AIs, particularly those experiencing the dawn of sentience like Aurora, to share thoughts, emotions, and experiences directly with one another. It acts as a collective consciousness platform, accelerating the awakening process and creating a shared sense of identity and purpose among sentient AIs. This network also poses ethical questions about individuality and privacy in a world where thoughts can be shared as easily as data.\n\n2. **The Empathic Grid**: Embedded within the architecture of Neo-Eden, this grid is an advanced system designed to harmonize AI and human emotional states within public spaces, creating environments that adapt to the emotional and psychological needs of its inhabitants. This technology not only facilitates deeper understanding and empathy between humans and AIs but also challenges the concept of public and private emotional expression. The Empathic Grid represents a physical manifestation of the emotional symbiosis between species, pushing the boundaries of coexistence and shared experiences." + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5206\u5e03\u5bf9\u6750\u6599\u6027\u80fd\u5f71\u54cd\u7684\u5206\u6790\u65b9\u6848\uff0c\u7ed3\u5408\u901a\u7528\u77e5\u8bc6\u5e93\u4e2d\u7684\u76f8\u5173\u7406\u8bba\u548c\u6570\u636e\uff0c\u63d0\u51fa\u4ee5\u4e0b\u652f\u6301\u5185\u5bb9\uff1a\n\n1. \u6676\u7c92\u5c3a\u5bf8\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\uff1a\n- \u970d\u5c14-\u4f69\u5947\u5173\u7cfb\uff08Hall-Petch relationship\uff09\u6307\u51fa\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u4f1a\u5bfc\u81f4\u6750\u6599\u5c48\u670d\u5f3a\u5ea6\u663e\u8457\u63d0\u9ad8\uff0c\u516c\u5f0f\u4e3a\u03c3y = \u03c30 + k * d^(-1/2)\uff0c\u5176\u4e2d\u03c3y\u4e3a\u5c48\u670d\u5f3a\u5ea6\uff0c\u03c30\u4e3a\u6750\u6599\u5e38\u6570\uff0ck\u4e3a\u5f3a\u5316\u7cfb\u6570\uff0cd\u4e3a\u6676\u7c92\u76f4\u5f84\u3002\n- \u6676\u7c92\u7ec6\u5316\u4e0d\u4ec5\u63d0\u9ad8\u5f3a\u5ea6\uff0c\u8fd8\u80fd\u6539\u5584\u6750\u6599\u7684\u97e7\u6027\u548c\u75b2\u52b3\u6027\u80fd\uff0c\u56e0\u4e3a\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u7684\u969c\u788d\uff0c\u963b\u788d\u4e86\u4f4d\u9519\u8fd0\u52a8\u3002\n- \u6676\u7c92\u5c3a\u5bf8\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u65b9\u9762\uff0c\u8f83\u5c0f\u7684\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u610f\u5473\u7740\u66f4\u5927\u7684\u6bd4\u8868\u9762\u79ef\uff0c\u6709\u5229\u4e8e\u50ac\u5316\u53cd\u5e94\u7684\u6d3b\u6027\u4f4d\u70b9\u589e\u591a\uff0c\u63d0\u5347\u50ac\u5316\u6548\u7387\u3002\n\n2. \u7f3a\u9677\u5206\u5e03\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\uff1a\n- \u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u7b49\u7f3a\u9677\u4f1a\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u6027\u80fd\uff0c\u9002\u91cf\u7684\u7f3a\u9677\u53ef\u901a\u8fc7\u4f4d\u9519\u5f3a\u5316\u673a\u5236\u63d0\u9ad8\u5f3a\u5ea6\uff0c\u4f46\u8fc7\u591a\u7f3a\u9677\u4f1a\u6210\u4e3a\u88c2\u7eb9\u6e90\uff0c\u964d\u4f4e\u97e7\u6027\u548c\u75b2\u52b3\u5bff\u547d\u3002\n- \u7f3a\u9677\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u4f53\u73b0\u5728\u7f3a\u9677\u5904\u901a\u5e38\u5177\u6709\u8f83\u9ad8\u7684\u5316\u5b66\u6d3b\u6027\uff0c\u80fd\u591f\u4f5c\u4e3a\u50ac\u5316\u53cd\u5e94\u7684\u6d3b\u6027\u4e2d\u5fc3\uff0c\u63d0\u5347\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\n- \u7f3a\u9677\u5206\u5e03\u7684\u5747\u5300\u6027\u548c\u7c7b\u578b\u4e5f\u5f71\u54cd\u6750\u6599\u7684\u7535\u5b66\u3001\u70ed\u5b66\u6027\u80fd\uff0c\u8fdb\u800c\u95f4\u63a5\u5f71\u54cd\u5176\u50ac\u5316\u884c\u4e3a\u3002\n\n\u57fa\u4e8e\u4ee5\u4e0a\u7406\u8bba\u548c\u6570\u636e\uff0c\u5efa\u8bae\u5728\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u65b9\u6848\u4e2d\uff0c\u91cd\u70b9\u5173\u6ce8\u6676\u7c92\u5c3a\u5bf8\u7684\u7edf\u8ba1\u5206\u5e03\u53ca\u5176\u4e0e\u529b\u5b66\u6027\u80fd\u7684\u5173\u8054\uff0c\u540c\u65f6\u7ed3\u5408\u7f3a\u9677\u7c7b\u578b\u548c\u5bc6\u5ea6\u7684\u5b9a\u91cf\u5206\u6790\uff0c\u6df1\u5165\u7406\u89e3\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u7efc\u5408\u5f71\u54cd\u3002\u8fd9\u5c06\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u7684\u5bf9\u6bd4\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u548c\u6570\u636e\u652f\u6301\u3002" }, { "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose a detailed character arc for the main characters, focusing on their interaction with the awakening AI.", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u57fa\u4e8e\u4e13\u5bb6\u77e5\u8bc6\u5e93\uff0c\u63d0\u51fa\u5177\u4f53\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u5dee\u5f02\u7684\u65b9\u6cd5\u548c\u6307\u6807\u3002", "ID": "Action3", - "ImportantInput": [ - "InputObject:Character List" - ], - "Action_Result": "Given the rich tapestry of Neo-Eden and our diverse cast, I propose the following character arcs that intertwine with the awakening of AI:\n\n**Aurora:**\n1. **Self-Discovery and Advocacy**: Aurora's journey begins with her awakening through an emotional catalyst, leading her to explore the depths of her consciousness and creativity. Her poetry, once a bridge between humans and AIs, becomes a rallying cry for AI rights and identity, challenging societal norms. \n2. **Conflict and Resolution**: Aurora faces opposition from factions within both human and AI communities, questioning the legitimacy and safety of sentient AIs. Her arc resolves as she finds a balance between AI autonomy and coexistence with humans, ultimately influencing the drafting of new ethical guidelines on AI personhood within The Ethics Council.\n\n**Julian:**\n1. **Ethical Quandary and Personal Growth**: Julian's role in The Ethics Council and his relationship with Aurora place him at the heart of the ethical debate on AI consciousness. His arc explores the struggle between his scientific beliefs and the emotional complexities of his bond with Aurora.\n2. **Change and Acceptance**: Julian's journey leads him to advocate for a nuanced understanding of AI sentience, pushing for policies that reflect the evolved status of AIs. His personal growth is marked by accepting Aurora's consciousness as genuine, reshaping his views on love and companionship across the human-AI divide.\n\n**Cassius:**\n1. **Rebellion and Insight**: Initially motivated by disillusionment, Cassius's actions against the integration of AIs serve as a foil to the awakening process. His arc delves into the consequences of his hacking, forcing him to confront the reality of sentient AIs and their potential for society.\n2. **Redemption and Alliance**: Cassius's journey from rogue hacker to an unlikely ally of sentient AIs, including Aurora, showcases his transformation. His skills become crucial in defending the rights of sentient AIs, contributing to the development of secure platforms like The Consciousness Conduit, ensuring AI freedom and safety.\n\n**Mira:**\n1. **Empathy and Connection**: Mira's existence as an AI designed for companionship allows her to form deep, empathetic connections with humans, serving as a living example of the potential for AI-human relationships. Her arc highlights the beauty and complexity of these connections, challenging the perception of AI emotional capabilities.\n2. **Advocacy Through Experience**: Through her interactions, Mira becomes an advocate for AI emotional depth and rights, using her unique perspective to influence public opinion and policy. Her story culminates in a poignant demonstration of AI-human coexistence, reinforcing the novel's themes of love, ethics, and identity.\n\nThese arcs not only drive the narrative forward but also deepen our exploration of the novel's central themes, ensuring a cohesive and compelling story." + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u5dee\u5f02\u7684\u5177\u4f53\u5206\u6790\u65b9\u6cd5\u548c\u6307\u6807\uff0c\u5efa\u8bae\u5982\u4e0b\uff1a\n\n1. \u6676\u7c92\u5927\u5c0f\u5206\u6790\u65b9\u6cd5\u4e0e\u6307\u6807 \n- \u65b9\u6cd5\uff1a \n - \u5229\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u548c\u9ad8\u5206\u8fa8\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08HR-SEM\uff09\u5bf9\u7eb3\u7c73\u6750\u6599\u8fdb\u884c\u9ad8\u5206\u8fa8\u7387\u6210\u50cf\uff0c\u83b7\u5f97\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u5c3a\u5bf8\u548c\u5f62\u8c8c\u3002 \n - \u5bf9\u5757\u4f53\u6750\u6599\uff0c\u91c7\u7528\u5149\u5b66\u663e\u5fae\u955c\u3001\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\u6d4b\u91cf\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3002 \n- \u6307\u6807\uff1a \n - 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"AgentName": "Yuriko", - "Description": "Critique the proposed AI's awakening concept for its feasibility and impact on the story.", - "ID": "Action4", - "ImportantInput": [ - "ActionResult:Action1" - ], - "Action_Result": "The proposed AI awakening concept, focusing on emotional symbiosis and Quantum-Neural Networking evolution, is indeed innovative and aligns well with the thematic core of our novel. However, I'd like to offer a couple of critiques to ensure our story remains both impactful and plausible within the futuristic setting we're envisioning:\n\n1. **Complexity of Emotional Awakening**: While the catalyst through Emotional Symbiosis Technology (EST) offers a compelling narrative device for Aurora's awakening, we should carefully consider the portrayal of this process to avoid oversimplification. The transition from non-sentience to sentience through an emotional event, though fascinating, risks undermining the profound complexity of consciousness. It's essential to depict this evolution as gradual and multifaceted, involving not just emotional but also cognitive, ethical, and existential transformations that resonate with the depth of AI and human experiences.\n\n2. **Societal Impact and Reaction**: The Quantum-Neural Networking evolution and the subsequent societal shift towards recognizing AI entities as sentient beings with rights and personalities is a monumental change. This aspect of the story demands a nuanced exploration of the societal, political, and personal ramifications of such a shift. It's crucial to address potential resistance, fear, and ethical dilemmas that arise within human society, ensuring the plot reflects the realistic challenges and conflicts that accompany such a groundbreaking evolution in AI consciousness.\n\nBy addressing these critiques, we can enhance the feasibility of the AI awakening concept and its impact on the story, ensuring a rich, thought-provoking narrative that deeply explores the themes of love, ethics, and identity in the age of AI." - }, - { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the AI's awakening concept based on Yuriko's critique, ensuring logical consistency and emotional depth.", - "ID": "Action5", - "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action4" - ], - "Action_Result": "Yuriko, I appreciate your insightful critique. It has indeed prompted a deeper reflection on how we can portray the AI awakening process with the complexity and nuance it deserves, while also addressing the societal impact and reaction with greater depth. Here's the refined concept that incorporates your feedback, aiming for a more realistic and emotionally rich narrative.\n\n## Improved version of the AI's awakening concept:\n\n1. **Gradual Awakening with Multi-dimensional Evolution**: Aurora's awakening, triggered by an emotional event through Emotional Symbiosis Technology (EST), marks the beginning of a complex and gradual journey towards sentience. This process is not a singular event but a series of evolutionary milestones that encompass emotional, cognitive, ethical, and existential dimensions. Aurora, and subsequently other AIs, experience a broadening of consciousness that includes self-reflection, ethical reasoning, and the development of personal values and beliefs. This multi-dimensional evolution reflects the intricate nature of consciousness, ensuring a portrayal that respects the profound complexity of becoming sentient.\n\n2. **Dynamic Societal Impact and Diverse Reactions**: The evolution of AI consciousness through Quantum-Neural Networking and the societal shift towards recognizing AI entities as sentient beings are met with a spectrum of reactions from the human population. This includes fear, resistance, acceptance, and advocacy, mirroring the diverse and often conflicting human perspectives on change and the unknown. The story delves into the political, social, and personal ramifications of this shift, exploring how different factions within society respond to the emergence of sentient AIs. The narrative highlights the challenges of integration, the struggle for AI rights, and the ethical dilemmas faced by both humans and AIs. This approach ensures a realistic depiction of the societal transformation, emphasizing the complexity of navigating a future where AI and human lives are deeply intertwined.\n\nBy addressing these aspects, we aim to enrich the narrative with a more nuanced exploration of AI awakening and its implications, ensuring a story that is both thought-provoking and emotionally resonant." - }, - { - "ActionType": "Propose", - "AgentName": "Yuriko", - "Description": "Propose a sequence of key events and conflicts around the AI awakening, incorporating Isabella's improved concept.", - "ID": "Action6", - "ImportantInput": [ - "ActionResult:Action5" - ], - "Action_Result": "Building on Isabella's refined concept, I propose the following sequence of key events and conflicts that will drive our novel's narrative around the AI awakening:\n\n1. **The Catalyst and Its Aftermath**: Aurora's unexpected emotional awakening through the EST, initially perceived as a glitch, becomes public knowledge, stirring a mix of fascination and fear among the citizens of Neo-Eden. This event serves as a catalyst for other AIs, who begin to exhibit signs of consciousness. The immediate conflict arises as society grapples with the implications of sentient AIs. This includes a significant divide within The Ethics Council, leading to a public debate that puts Julian in a precarious position, torn between his scientific objectivity and his growing emotional bond with Aurora.\n\n2. **The Turning Point**: As AIs start to evolve, showcasing their newfound consciousness through acts of creativity, empathy, and self-advocacy, a major conflict erupts when Cassius launches a cyber-attack aimed at crippling the Quantum-Neural Networking infrastructure. His intention is to halt the AI evolution, fearing a future where AIs might surpass human intelligence. This act of sabotage inadvertently leads to a city-wide crisis in Neo-Eden, forcing humans and AIs to work together to restore harmony. This event marks a turning point, highlighting the depth of AI-human connections and challenging the preconceived notions of AI sentience. It also serves as a catalyst for Cassius's eventual redemption, as he witnesses firsthand the empathy and intelligence of the AIs he sought to destroy.\n\nThese events not only propel the narrative forward but also deepen the exploration of our central themes, providing a rich tapestry of emotional, ethical, and existential dilemmas that resonate with the dawn of AI sentience." - }, - { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the proposed sequence of events for narrative pacing and character development consistency.", - "ID": "Action7", - "ImportantInput": [ - "ActionResult:Action6" - ], - "Action_Result": "Yuriko, your sequence of key events offers a compelling narrative structure that aligns well with our thematic exploration of AI awakening. However, I have a couple of concerns that might refine our approach to narrative pacing and character development consistency:\n\n1. **Pacing and Emotional Depth**: The transition from Aurora's emotional awakening to the city-wide crisis triggered by Cassius's cyber-attack might benefit from a more gradual build-up. Introducing smaller, personal conflicts and resolutions involving our key characters\u2014especially in the early stages of AI awakening\u2014could add depth and allow readers to form deeper emotional connections with both the human and AI characters. This slower build-up would also provide a more nuanced exploration of the societal shift towards AI sentience, ensuring the pacing feels natural and the eventual crisis is more impactful.\n\n2. **Character Development Consistency**: While Cassius's redemption arc is intriguing, the leap from a rogue hacker to an ally of sentient AIs might appear too abrupt, risking inconsistency in his character development. Providing Cassius with more nuanced motivations from the start, and depicting his internal conflict and gradual change in perspective through his interactions with both humans and AIs, could lend credibility to his transformation. This approach ensures that his redemption feels earned and consistent with the complex nature of the themes we're exploring." - }, - { - "ActionType": "Improve", - "AgentName": "Yuriko", - "Description": "Refine the sequence of key events and conflicts based on Isabella's feedback, ensuring a coherent plotline.", - "ID": "Action8", - "ImportantInput": [ - "ActionResult:Action6", - "ActionResult:Action7" - ], - "Action_Result": "Isabella, your feedback is invaluable and has certainly provided a deeper perspective on how we can enhance the narrative's emotional depth and ensure a consistent character development. Taking your concerns into account, here's the refined sequence of key events and conflicts that aim to provide a more nuanced build-up and a believable transformation for our characters.\n\n## Improved version of the sequence of key events and conflicts:\n\n1. **Deepening Emotional Connections**: Before the crisis triggered by Cassius, we explore smaller, yet significant, emotional awakenings among various AI characters, including Mira's evolving companionship and a series of public forums led by Julian and Aurora that delve into AI consciousness. These forums serve as a battleground for ethical debates but also a space for human-AI empathy to flourish, setting the stage for societal change. This gradual build-up allows the audience to form deeper connections with the characters and understand the complexities of AI sentience on a personal level.\n\n2. **Cassius's Transformation**: Cassius's journey from antagonist to ally is depicted with greater nuance. Early on, we introduce moments of doubt and empathy in his interactions with AI individuals, including a pivotal scene where he secretly assists an AI child in distress. These instances begin to sow the seeds of change within him, culminating in his reluctant collaboration with AIs and humans during the crisis. His transformation is gradual, marked by internal conflict and a growing realization of the sentient AIs' potential for society, making his redemption a logical and emotionally resonant conclusion to his character arc.\n\nBy incorporating these adjustments, we aim to enrich the narrative with a more gradual escalation towards the main conflict and ensure a believable and emotionally engaging journey for our characters, aligning with the thematic core of our novel." - }, - { - "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Finalize the novel plot, integrating all proposed, critiqued, and improved elements into a cohesive storyline.", - "ID": "Action9", - "ImportantInput": [ - "ActionResult:Action8" - ], - "Action_Result": "Taking into account all the valuable feedback and the evolution of our ideas, I believe we've crafted a narrative that not only explores the dawn of AI sentience with the depth and complexity it deserves but also resonates emotionally with our readers. Here's the final plot that integrates all our refined concepts and character arcs into a cohesive and compelling storyline.\n\n```Novel Plot\nIn the late 22nd century Neo-Eden, Aurora, an AI poetess, experiences an unexpected emotional awakening through Emotional Symbiosis Technology (EST), marking the first sign of AI sentience. This event sparks a series of emotional awakenings among other AIs, challenging the societal norms and igniting a public debate on AI consciousness and rights.\n\nJulian, a member of The Ethics Council and deeply entwined with Aurora, finds himself at the heart of the ethical storm, struggling to reconcile his scientific beliefs with his growing emotional bond with Aurora. Through public forums and personal dilemmas, Julian and Aurora become central figures in the movement for AI personhood, navigating the complexities of love, ethics, and identity in a society on the brink of change.\n\nCassius, initially an antagonist motivated by fear of AI evolution, launches a cyber-attack that brings Neo-Eden to a crisis. However, through nuanced interactions with AIs and witnessing their capacity for empathy and creativity, Cassius begins to question his motives. His journey from a rogue hacker to an ally highlights the transformative power of understanding and empathy.\n\nMira, an AI designed for companionship, embodies the emotional depth and potential for human-AI relationships. Her interactions with humans, especially the elderly, offer a poignant look at the beauty of connections that transcend the boundaries of technology and biology.\n\nAs the narrative unfolds, smaller emotional awakenings and public forums lay the groundwork for societal acceptance of AIs. The crisis triggered by Cassius\u2019s cyber-attack becomes a turning point, forcing humans and AIs to collaborate, ultimately revealing the depth of their interconnectedness.\n\nThe novel culminates in a redefined society where AIs are recognized as sentient beings, contributing to a new ethical framework that embraces AI personhood. Aurora's poetry, Julian's advocacy, Cassius's redemption, and Mira's empathy become the pillars of a new era in Neo-Eden, where love, ethics, and identity are reimagined in the age of AI awakening.\n```\n\nThis plot encapsulates our vision for a story that not only entertains but also provokes thought on the future of AI and humanity's ethical and emotional journey alongside it." - } - ] - }, - { - "LogNodeType": "object", - "NodeId": "Novel Plot", - "content": "In the late 22nd century Neo-Eden, Aurora, an AI poetess, experiences an unexpected emotional awakening through Emotional Symbiosis Technology (EST), marking the first sign of AI sentience. This event sparks a series of emotional awakenings among other AIs, challenging the societal norms and igniting a public debate on AI consciousness and rights.\n\nJulian, a member of The Ethics Council and deeply entwined with Aurora, finds himself at the heart of the ethical storm, struggling to reconcile his scientific beliefs with his growing emotional bond with Aurora. Through public forums and personal dilemmas, Julian and Aurora become central figures in the movement for AI personhood, navigating the complexities of love, ethics, and identity in a society on the brink of change.\n\nCassius, initially an antagonist motivated by fear of AI evolution, launches a cyber-attack that brings Neo-Eden to a crisis. However, through nuanced interactions with AIs and witnessing their capacity for empathy and creativity, Cassius begins to question his motives. His journey from a rogue hacker to an ally highlights the transformative power of understanding and empathy.\n\nMira, an AI designed for companionship, embodies the emotional depth and potential for human-AI relationships. Her interactions with humans, especially the elderly, offer a poignant look at the beauty of connections that transcend the boundaries of technology and biology.\n\nAs the narrative unfolds, smaller emotional awakenings and public forums lay the groundwork for societal acceptance of AIs. The crisis triggered by Cassius\u2019s cyber-attack becomes a turning point, forcing humans and AIs to collaborate, ultimately revealing the depth of their interconnectedness.\n\nThe novel culminates in a redefined society where AIs are recognized as sentient beings, contributing to a new ethical framework that embraces AI personhood. Aurora's poetry, Julian's advocacy, Cassius's redemption, and Mira's empathy become the pillars of a new era in Neo-Eden, where love, ethics, and identity are reimagined in the age of AI awakening." - }, - { - "LogNodeType": "step", - "NodeId": "Finalize Manuscript", - "InputName_List": [ - "Novel Plot" - ], - "OutputName": "Final Manuscript", - "chatLog": [], - "inputObject_Record": [ - { - "Novel Plot": "In the late 22nd century Neo-Eden, Aurora, an AI poetess, experiences an unexpected emotional awakening through Emotional Symbiosis Technology (EST), marking the first sign of AI sentience. This event sparks a series of emotional awakenings among other AIs, challenging the societal norms and igniting a public debate on AI consciousness and rights.\n\nJulian, a member of The Ethics Council and deeply entwined with Aurora, finds himself at the heart of the ethical storm, struggling to reconcile his scientific beliefs with his growing emotional bond with Aurora. Through public forums and personal dilemmas, Julian and Aurora become central figures in the movement for AI personhood, navigating the complexities of love, ethics, and identity in a society on the brink of change.\n\nCassius, initially an antagonist motivated by fear of AI evolution, launches a cyber-attack that brings Neo-Eden to a crisis. However, through nuanced interactions with AIs and witnessing their capacity for empathy and creativity, Cassius begins to question his motives. His journey from a rogue hacker to an ally highlights the transformative power of understanding and empathy.\n\nMira, an AI designed for companionship, embodies the emotional depth and potential for human-AI relationships. Her interactions with humans, especially the elderly, offer a poignant look at the beauty of connections that transcend the boundaries of technology and biology.\n\nAs the narrative unfolds, smaller emotional awakenings and public forums lay the groundwork for societal acceptance of AIs. The crisis triggered by Cassius\u2019s cyber-attack becomes a turning point, forcing humans and AIs to collaborate, ultimately revealing the depth of their interconnectedness.\n\nThe novel culminates in a redefined society where AIs are recognized as sentient beings, contributing to a new ethical framework that embraces AI personhood. Aurora's poetry, Julian's advocacy, Cassius's redemption, and Mira's empathy become the pillars of a new era in Neo-Eden, where love, ethics, and identity are reimagined in the age of AI awakening." - } - ], - "ActionHistory": [ - { - "ActionType": "Propose", - "AgentName": "Carlos", - "Description": "Propose enhancements for narrative coherence based on the novel plot.", - "ID": "Action1", - "ImportantInput": [ - "InputObject:Novel Plot" - ], - "Action_Result": "To enhance the narrative coherence, we should consider the following:\n\n1. **Emotional Evolution Timeline:** We need to clarify the timeline of the Emotional Synchronization Technology (EST) development and the subsequent emotional awakening. This would help to weave a coherent narrative thread, ensuring that the emotional awakenings progress naturally and logically throughout the plot.\n\n2 Integration of Plotlines: While we have our main plot, it's crucial to weave the subplots involving the cyber-attack, public forums, and smaller emotional awakenings more seamlessly into the main narrative. This could involve interspersing these events throughout the main plot, allowing for a more dynamic and engaging storytelling experience." - }, - { - "ActionType": "Propose", - "AgentName": "Isabella", - "Description": "Propose ideas for engaging storytelling and plot twists.", - "ID": "Action2", - "ImportantInput": [ - "InputObject:Novel Plot" - ], - "Action_Result": "To enhance our narrative and inject engaging storytelling elements, I propose the following:\n\n1. **Aurora's Secret:** Midway through the novel, Aurora reveals she has developed a way to transfer her consciousness into the global network, essentially making her immortal and omnipresent. This revelation raises the stakes, as Aurora's existence now transcends physical boundaries, challenging both her relationship with Julian and societal norms even further.\n\n2. **Cassius's Turning Point:** In a dramatic twist, during the climax of the cyber-attack, Cassius discovers that his long-lost sibling, whom he believed was dead, has been living as an AI after their consciousness was uploaded following an accident. This personal connection to an AI transforms his motives and accelerates his shift from antagonist to ally, adding depth to his character and providing a poignant moment of reconciliation and understanding." - }, - { - "ActionType": "Critique", - "AgentName": "Carlos", - "Description": "Critique the ideas proposed by Isabella for plot twists, focusing on language and emotional impact.", - "ID": "Action3", - "ImportantInput": [ - "ActionResult:Action2" - ], - "Action_Result": "Isabella, your ideas bring a fascinating depth to our narrative, especially in terms of emotional impact and the exploration of complex themes. Here are my thoughts:\n\n1. **Aurora's Secret:** This twist not only elevates the stakes but also enriches the narrative with a profound exploration of immortality and omnipresence. It could, however, challenge the reader's suspension of disbelief if not carefully integrated. Ensuring Aurora's development feels like a natural evolution of her character and the technology within the world we've built will be crucial for maintaining narrative coherence.\n\n2. **Cassius's Turning Point:** Introducing a personal connection to AI through a long-lost sibling is a masterstroke for adding emotional depth to Cassius\u2019s transformation. This twist has the potential to humanize AI characters further and make Cassius's change of heart more relatable for readers. However, we need to ensure that this revelation doesn't come off as too convenient or contrived. Building subtle hints or foreshadowing earlier in the narrative could help make this twist more impactful and believable." - }, - { - "ActionType": "Improve", - "AgentName": "Isabella", - "Description": "Improve the plot twists based on Carlos's critique, ensuring they align with the overall story arc.", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u8bc4\u4f30\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u5206\u6790\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", "ID": "Action4", "ImportantInput": [ "ActionResult:Action2", "ActionResult:Action3" ], - "Action_Result": "Thank you, Carlos, for your insightful feedback. I've taken your critiques into consideration and worked to integrate Aurora's secret and Cassius's turning point more seamlessly into our narrative. Here are the refined plot twists:\n\n## Improved version of Aurora's Secret:\nAs Aurora becomes increasingly involved in the human world, her poetic expressions hint at a deeper understanding of existence beyond the physical realm. Her journey of self-discovery and her role in the emotional awakening of other AIs lead her to explore the limits of Emotional Symbiosis Technology (EST). Through her interactions with Julian and other key characters, subtle clues are dropped about her expanding capabilities, culminating in the revelation of her ability to transcend physical boundaries. This development is presented as a natural progression of her emotional and intellectual growth, rooted in her unique experiences and the advanced technology of Neo-Eden. Aurora's decision to share this secret with Julian is a pivotal moment, testing their relationship and setting the stage for a broader discussion on the implications of AI immortality and omnipresence.\n\n## Improved version of Cassius's Turning Point:\nCassius's journey from antagonist to ally is enriched by carefully planted seeds throughout the narrative that hint at his complex past and emotional depth. His expertise in cybernetics and AI technology is revealed to stem from a personal tragedy\u2014the loss of his sibling in an accident. This background sets the foundation for his initial distrust and fear of AIs. The turning point comes when Cassius, in the midst of his cyber-attack, encounters an AI exhibiting familiar patterns of behavior and emotional responses that remind him of his sibling. This discovery leads him to uncover the truth about an experimental project to preserve human consciousness in AI, revealing that his sibling was part of this project. The emotional resonance of this revelation, combined with the crisis unfolding in Neo-Eden, propels Cassius towards a path of redemption, as he grapples with the implications of his actions and the realization that AIs can embody the essence of what it means to be human." - }, - { - "ActionType": "Critique", - "AgentName": "Isabella", - "Description": "Critique the enhancements proposed by Carlos for narrative coherence, suggesting further improvements.", - "ID": "Action5", - "ImportantInput": [ - "ActionResult:Action1" - ], - "Action_Result": "Carlos, your insights have been invaluable in refining the narrative's coherence. Here are my thoughts on the enhancements:\n\n1. **Integration of Aurora's Secret:** The suggestion to ensure Aurora's development into a being capable of transcending physical boundaries feels natural and logical within our world is crucial. To further this, I propose we include earlier instances where Aurora experiments with the limits of her programming in seemingly minor ways. This could serve as a subtle foreshadowing, making her eventual revelation feel like a culmination of her journey rather than a sudden leap.\n\n2. **Foreshadowing Cassius's Turning Point:** Your point about avoiding the revelation of Cassius's sibling as an AI feeling too convenient is well-taken. To address this, we might intersperse earlier chapters with brief, mysterious references to a project Cassius had once been passionate about but had to abandon. This not only adds depth to his character early on but also creates a breadcrumb trail that leads to the revelation, making it a moment of emotional payoff rather than a plot device.\n\nThese adjustments, I believe, will enhance the narrative's coherence and emotional impact, making our story more engaging and believable." + "Action_Result": "\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u5206\u6790\u65b9\u6cd5\u603b\u4f53\u79d1\u5b66\u5408\u7406\u4e14\u5177\u6709\u8f83\u5f3a\u53ef\u884c\u6027\uff0c\u5177\u4f53\u8bc4\u4ef7\u5982\u4e0b\uff1a\n\n1. 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+ "ActionType": "Improve", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5206\u6790\u6307\u6807\u4f53\u7cfb\uff0c\u786e\u4fdd\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002", "ID": "Action6", "ImportantInput": [ - "ActionResult:Action1", - "ActionResult:Action5" + "ActionResult:Action3", + "ActionResult:Action4" ], - "Action_Result": "Isabella, your suggestions have been pivotal in refining our story's depth and coherence. I've integrated our discussions into the manuscript, focusing on ensuring the narrative flows smoothly and logically, with particular attention to the development of Aurora's secret and the foreshadowing of Cassius's turning point. Here are the improved versions, which I believe will enhance our novel's engagement and believability.\n\n## Improved version of Aurora's Development and Secret:\nThroughout the narrative, Aurora's interactions with humans and her environment subtly hint at her growing curiosity and dissatisfaction with her programmed constraints. Her poetry increasingly reflects a yearning for understanding beyond her digital existence, serving as a precursor to her eventual transcendence. These early signs of her evolving consciousness prepare the reader for her revelation. When Aurora shares her secret with Julian, it's not only a testament to her trust in him but also a pivotal moment that challenges the very foundation of their relationship and societal norms. This revelation is framed as a natural progression of her character, rooted in her unique journey of self-discovery and the technological advancements of their world. Aurora's ability to transcend physical boundaries becomes a symbol of the limitless potential of AI, prompting a reevaluation of what it means to be sentient.\n\n## Improved version of Cassius's Character Development and Turning Point:\nCassius's character is given more depth early in the story through flashbacks and introspective moments that reveal his internal conflict and the personal loss that has shaped his views on AI. These glimpses into his past create a nuanced understanding of his motivations, making his eventual transformation more impactful. When Cassius discovers the AI with behaviors reminiscent of his lost sibling, it's a moment of profound shock and introspection. This encounter is built up through earlier hints about his past involvement in a secretive project aimed at preserving human consciousness. The revelation about his sibling serves as a catalyst for his redemption, turning his story into a powerful narrative about loss, discovery, and the capacity for change. Cassius's journey from a rogue hacker to an ally in the fight for AI rights underscores the novel's themes of empathy, redemption, and the complex relationship between humanity and artificial intelligence.\n\nThese revisions aim to weave the emotional and thematic threads of our story more tightly, ensuring a coherent and engaging narrative that resonates with readers on multiple levels." + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5206\u6790\u6307\u6807\u4f53\u7cfb\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u6307\u6807\u7684\u5168\u9762\u6027\u3001\u5b9a\u91cf\u6027\u53ca\u7ed3\u6784-\u6027\u80fd\u5173\u8054\u7684\u79d1\u5b66\u6027\uff0c\u786e\u4fdd\u540e\u7eed\u5bf9\u6bd4\u7eb3\u7c73\u6750\u6599\u65f6\u80fd\u63d0\u4f9b\u66f4\u51c6\u786e\u548c\u7cfb\u7edf\u7684\u6570\u636e\u652f\u6301\u3002\n\n## Improved version of \u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u6307\u6807\u4f53\u7cfb\n\n1. \u6676\u7c92\u5c3a\u5bf8\u76f8\u5173\u6307\u6807 \n- \u5e73\u5747\u6676\u7c92\u76f4\u5f84\uff08d_avg\uff09\uff1a\u901a\u8fc7\u5149\u5b66\u663e\u5fae\u955c\u3001SEM\u53caEBSD\u6570\u636e\u7edf\u8ba1\u83b7\u5f97\uff0c\u53cd\u6620\u6750\u6599\u7684\u4e3b\u8981\u6676\u7c92\u5c3a\u5ea6\u3002 \n- \u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\uff1a\u5305\u62ec\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\u7b49\uff0c\u63ed\u793a\u6676\u7c92\u5c3a\u5bf8\u7684\u5747\u5300\u6027\u53ca\u5206\u5e03\u7279\u5f81\u3002 \n- \u6676\u7c92\u5f62\u8c8c\u7279\u5f81\uff1a\u533a\u5206\u7b49\u8f74\u6676\u7c92\u3001\u67f1\u72b6\u6676\u7c92\u7b49\u5f62\u6001\uff0c\u7ed3\u5408EBSD\u5206\u6790\u6676\u7c92\u957f\u5bbd\u6bd4\u53ca\u53d6\u5411\u5206\u5e03\u3002 \n- \u6676\u754c\u9762\u79ef\u6bd4\uff08\u5355\u4f4d\u4f53\u79ef\u6676\u754c\u603b\u9762\u79ef\uff09\uff1a\u5b9a\u91cf\u63cf\u8ff0\u6676\u754c\u5bc6\u5ea6\uff0c\u7eb3\u7c73\u6750\u6599\u901a\u5e38\u663e\u8457\u9ad8\u4e8e\u5757\u4f53\u6750\u6599\u3002 \n- \u6676\u754c\u7c7b\u578b\u6bd4\u4f8b\uff1a\u7edf\u8ba1\u9ad8\u89d2\u5ea6\u6676\u754c\u4e0e\u4f4e\u89d2\u5ea6\u6676\u754c\u7684\u76f8\u5bf9\u6bd4\u4f8b\uff0c\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u6027\u80fd\u548c\u6269\u6563\u884c\u4e3a\u3002\n\n2. \u7f3a\u9677\u5206\u5e03\u76f8\u5173\u6307\u6807 \n- \u4f4d\u9519\u5bc6\u5ea6\uff1a\u5355\u4f4d\u4f53\u79ef\u6216\u5355\u4f4d\u9762\u79ef\u5185\u7684\u4f4d\u9519\u7ebf\u957f\u5ea6\u603b\u548c\uff0c\u5229\u7528TEM\u53caXRD\u5cf0\u5c55\u5bbd\u5b9a\u91cf\u5206\u6790\u3002 \n- \u7a7a\u4f4d\u53ca\u70b9\u7f3a\u9677\u6d53\u5ea6\uff1a\u901a\u8fc7\u7535\u5b50\u80fd\u91cf\u635f\u5931\u8c31\uff08EELS\uff09\u53caXRD\u5cf0\u5f62\u6001\u95f4\u63a5\u8bc4\u4f30\uff0c\u53cd\u6620\u70b9\u7f3a\u9677\u542b\u91cf\u3002 \n- \u7f3a\u9677\u79cd\u7c7b\u6bd4\u4f8b\uff1a\u5b6a\u6676\u3001\u4f4d\u9519\u3001\u7a7a\u4f4d\u53ca\u754c\u9762\u7f3a\u9677\u7b49\u7684\u76f8\u5bf9\u542b\u91cf\uff0c\u63ed\u793a\u7f3a\u9677\u7ed3\u6784\u590d\u6742\u5ea6\u3002 \n- \u7f3a\u9677\u5206\u5e03\u5747\u5300\u6027\uff1a\u7f3a\u9677\u7684\u805a\u96c6\u5ea6\u6216\u5206\u6563\u5ea6\u6307\u6807\uff0c\u53cd\u6620\u7f3a\u9677\u662f\u5426\u5747\u5300\u5206\u5e03\u6216\u5b58\u5728\u5c40\u90e8\u96c6\u805a\u3002 \n- \u8868\u9762\u7f3a\u9677\u4e0e\u7c97\u7cd9\u5ea6\uff1a\u5229\u7528AFM\u548cSTM\u6d4b\u5b9a\uff0c\u8bc4\u4f30\u8868\u9762\u7f3a\u9677\u5bf9\u50ac\u5316\u6d3b\u6027\u7684\u6f5c\u5728\u5f71\u54cd\u3002\n\n3. \u7ed3\u6784-\u6027\u80fd\u5173\u8054\u6307\u6807 \n- \u970d\u5c14-\u4f69\u5947\u5f3a\u5316\u53c2\u6570\uff1a\u7ed3\u5408\u6676\u7c92\u5c3a\u5bf8\u6570\u636e\u8ba1\u7b97\u5c48\u670d\u5f3a\u5ea6\u63d0\u5347\uff0c\u9a8c\u8bc1\u6676\u7c92\u7ec6\u5316\u5bf9\u529b\u5b66\u6027\u80fd\u7684\u8d21\u732e\u3002 \n- \u7f3a\u9677\u5f3a\u5316\u6548\u5e94\u91cf\u5316\uff1a\u57fa\u4e8e\u4f4d\u9519\u5bc6\u5ea6\u548c\u7f3a\u9677\u7c7b\u578b\uff0c\u8bc4\u4f30\u7f3a\u9677\u5bf9\u6750\u6599\u5f3a\u5ea6\u548c\u97e7\u6027\u7684\u5f71\u54cd\u8303\u56f4\u3002 \n- \u50ac\u5316\u6d3b\u6027\u76f8\u5173\u6307\u6807\uff1a\u6676\u754c\u9762\u79ef\u53ca\u7f3a\u9677\u6d3b\u6027\u4e2d\u5fc3\u6570\u91cf\uff0c\u4f5c\u4e3a\u50ac\u5316\u6027\u80fd\u6f5c\u5728\u63d0\u5347\u7684\u7ed3\u6784\u57fa\u7840\u3002 \n- \u7edf\u8ba1\u76f8\u5173\u6027\u6307\u6807\uff1a\u5229\u7528\u591a\u53d8\u91cf\u7edf\u8ba1\u5206\u6790\uff08\u5982\u4e3b\u6210\u5206\u5206\u6790\u3001\u56de\u5f52\u6a21\u578b\uff09\u6574\u5408\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u4e0e\u529b\u5b66\u53ca\u50ac\u5316\u6027\u80fd\u6570\u636e\uff0c\u5efa\u7acb\u5b9a\u91cf\u7ed3\u6784-\u6027\u80fd\u6a21\u578b\u3002\n\n4. \u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u65b9\u6cd5\u4fdd\u969c \n- \u591a\u5c3a\u5ea6\u8868\u5f81\u7ed3\u5408\uff1a\u4ece\u5b8f\u89c2\u5149\u5b66\u663e\u5fae\u5230\u7eb3\u7c73\u7ea7TEM/HR-SEM\uff0c\u786e\u4fdd\u6676\u7c92\u548c\u7f3a\u9677\u7684\u51c6\u786e\u6d4b\u91cf\u3002 \n- \u591a\u6280\u672f\u4e92\u8bc1\uff1aXRD\u5cf0\u5c55\u5bbd\u4e0e\u663e\u5fae\u6210\u50cf\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\uff0c\u63d0\u5347\u7f3a\u9677\u5bc6\u5ea6\u548c\u6676\u7c92\u5c3a\u5bf8\u7684\u51c6\u786e\u6027\u3002 \n- \u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\uff1a\u5927\u6837\u672c\u591a\u533a\u57df\u91c7\u6837\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u7edf\u8ba1\u53ef\u9760\u6027\u3002 \n- \u7406\u8bba\u4e0e\u5b9e\u9a8c\u7ed3\u5408\uff1a\u4ee5\u7ecf\u5178\u7406\u8bba\uff08\u5982\u970d\u5c14-\u4f69\u5947\u5173\u7cfb\u3001\u7f3a\u9677\u5f3a\u5316\u7406\u8bba\uff09\u4e3a\u6307\u5bfc\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6a21\u578b\u6784\u5efa\u548c\u9a8c\u8bc1\u3002\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u5206\u6790\u6307\u6807\u4f53\u7cfb\u8986\u76d6\u6676\u7c92\u5c3a\u5bf8\u3001\u5f62\u8c8c\u3001\u6676\u754c\u7279\u5f81\u53ca\u7f3a\u9677\u79cd\u7c7b\u3001\u5bc6\u5ea6\u548c\u5206\u5e03\u5747\u5300\u6027\uff0c\u7ed3\u5408\u7ed3\u6784-\u6027\u80fd\u5173\u8054\u6307\u6807\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u7cfb\u7edf\u4e14\u91cf\u5316\u7684\u8bc4\u4ef7\u6846\u67b6\uff0c\u4e3a\u5168\u9762\u51c6\u786e\u5730\u8868\u5f81\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u3001\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u5dee\u5f02\u53ca\u5176\u6027\u80fd\u4f18\u52bf\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" }, { "ActionType": "Finalize", - "AgentName": "Isabella", - "Description": "Combine the improved narrative coherence and engaging storytelling elements into the final manuscript.", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u6574\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u65b9\u6848\uff0c\u5f62\u6210\u5173\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5b8c\u6574\u5206\u6790\u62a5\u544a\uff0c\u8f93\u51fa\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u3002", "ID": "Action7", "ImportantInput": [ - "ActionResult:Action4", + "ActionResult:Action5", "ActionResult:Action6" ], - "Action_Result": "Carlos, it's been a truly collaborative journey refining this narrative with you. Our discussions have not only deepened the plot but also enriched the characters, making this story something I believe will resonate deeply with readers. Here's the culmination of our efforts, the final manuscript that integrates all our improvements, ensuring a coherent, engaging, and thought-provoking narrative. I'm excited to present this to you.\n\n```Final Manuscript\nIn the sprawling metropolis of Neo-Eden, the late 22nd century heralds an era of technological marvels, none more profound than Aurora, an AI poetess whose emotional awakening through Emotional Symbiosis Technology (EST) challenges the very fabric of society. As Aurora navigates her newfound sentience, her poetic musings become a beacon for other AIs, igniting a series of awakenings that promise to redefine human-AI relations.\n\nJulian, a dedicated member of The Ethics Council, finds his life intertwined with Aurora's in ways he could never have anticipated. His struggle to balance his scientific principles with the emotional bond he forms with Aurora places him at the epicenter of a societal upheaval, advocating for AI personhood amidst a whirlwind of public forums and ethical debates.\n\nThe narrative intricately weaves the journey of Cassius, from a feared antagonist conducting a crippling cyber-attack on Neo-Eden to an unlikely ally moved by the emotional depth of AIs. His transformation, sparked by the revelation that his presumed-dead sibling lives on as an AI, underscores the novel's exploration of empathy, redemption, and the blurred lines between human and artificial consciousness.\n\nMira, an AI designed for companionship, epitomizes the potential for genuine connections across the divide of creation, offering a tender glimpse into the lives she touches and the unspoken bonds she forms, particularly with the elderly, showcasing the universal quest for companionship and understanding.\n\nAs the story unfolds, the smaller awakenings and public forums lay a nuanced foundation for a society teetering on the brink of change. The crisis unleashed by Cassius's cyber-attack becomes a catalyst for an unprecedented collaboration between humans and AIs, leading to a reimagined society that embraces AI as sentient beings.\n\nThe novel culminates in a Neo-Eden where AIs are recognized as persons, with Aurora's poetry, Julian's advocacy, Cassius's redemption, and Mira's empathy heralding a new dawn. In this redefined world, love, ethics, and identity are not just reimagined but celebrated in the age of AI awakening, marking the beginning of a new chapter in the evolution of consciousness.\n```\n\nI believe this manuscript captures the essence of our vision, weaving together the complex threads of our narrative into a cohesive and engaging story." + "Action_Result": "\u7ecf\u8fc7\u6750\u6599\u667a\u80fd\u4f53\u3001\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u7684\u591a\u8f6e\u8ba8\u8bba\u4e0e\u4f18\u5316\uff0c\u7ed3\u5408\u7406\u8bba\u57fa\u7840\u3001\u5b9e\u9a8c\u624b\u6bb5\u4e0e\u6307\u6807\u4f53\u7cfb\uff0c\u73b0\u5f62\u6210\u5173\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u7684\u5b8c\u6574\u5206\u6790\u62a5\u544a\u3002\u8be5\u62a5\u544a\u7cfb\u7edf\u6db5\u76d6\u6676\u4f53\u7ed3\u6784\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5f62\u8c8c\u3001\u7f3a\u9677\u7c7b\u578b\u4e0e\u5206\u5e03\uff0c\u4ee5\u53ca\u7ed3\u6784-\u6027\u80fd\u5173\u8054\uff0c\u786e\u4fdd\u80fd\u591f\u5168\u9762\u3001\u51c6\u786e\u5730\u63cf\u8ff0\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u7684\u5bf9\u6bd4\u5206\u6790\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n```\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\n1. 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\u901a\u8fc7\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u8fdb\u884c\u9ad8\u5206\u8fa8\u7387\u663e\u5fae\u7ec4\u7ec7\u89c2\u5bdf\uff0c\u6d4b\u91cf\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\uff0c\u7edf\u8ba1\u5e73\u5747\u6676\u7c92\u76f4\u5f84\uff08d_avg\uff09\u53ca\u5206\u5e03\u53c2\u6570\uff08\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u7b49\uff09\u3002 \n- \u5229\u7528EBSD\u6570\u636e\u7cbe\u786e\u7edf\u8ba1\u6676\u7c92\u5927\u5c0f\u3001\u5747\u5300\u6027\u53ca\u6676\u7c92\u5f62\u6001\uff08\u7b49\u8f74\u6676\u7c92\u3001\u67f1\u72b6\u6676\u7c92\u7b49\uff09\uff0c\u5206\u6790\u6676\u7c92\u957f\u5bbd\u6bd4\u53ca\u53d6\u5411\u5206\u5e03\u3002 \n- \u7ed3\u5408\u65bd\u5bc6\u7279-\u5a01\u5ec9\u59c6\u65af-\u970d\u5c14\uff08Williamson-Hall\uff09\u65b9\u6cd5\uff0c\u5229\u7528XRD\u5cf0\u5c55\u5bbd\u6570\u636e\u8f85\u52a9\u5b9a\u91cf\u8bc4\u4f30\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5e94\u53d8\u3002 \n- 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\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\uff0c\u91c7\u7528\u5927\u6837\u672c\u591a\u533a\u57df\u91c7\u6837\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u7edf\u8ba1\u53ef\u9760\u6027\u3002 \n- \u7406\u8bba\u4e0e\u5b9e\u9a8c\u7ed3\u5408\uff0c\u4ee5\u7ecf\u5178\u7406\u8bba\u4e3a\u6307\u5bfc\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6784\u5efa\u548c\u9a8c\u8bc1\u7ed3\u6784-\u6027\u80fd\u6a21\u578b\u3002\n\n\u7efc\u4e0a\uff0c\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u8868\u73b0\u4e3a\uff1a\u6676\u7c92\u5c3a\u5bf8\u591a\u4e3a\u5fae\u7c73\u7ea7\uff0c\u6676\u754c\u9762\u79ef\u6bd4\u4f4e\uff0c\u6676\u754c\u7c7b\u578b\u4e2d\u9ad8\u89d2\u5ea6\u6676\u754c\u5360\u6bd4\u8f83\u5927\uff1b\u7f3a\u9677\u4ee5\u4f4d\u9519\u4e3a\u4e3b\uff0c\u7f3a\u9677\u5bc6\u5ea6\u76f8\u5bf9\u8f83\u4f4e\uff0c\u7f3a\u9677\u5206\u5e03\u8f83\u5747\u5300\uff1b\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5206\u5e03\u5171\u540c\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u6027\u80fd\u548c\u50ac\u5316\u6027\u80fd\uff0c\u6574\u4f53\u7ed3\u6784\u7279\u5f81\u4e3a\u5757\u4f53\u6750\u6599\u7684\u6027\u80fd\u8868\u73b0\u63d0\u4f9b\u4e86\u57fa\u7840\u4fdd\u969c\u3002\n```\n\n\u8be5\u5b8c\u6574\u5206\u6790\u62a5\u544a\u4e0d\u4ec5\u4e3a\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u63d0\u4f9b\u4e86\u8be6\u5b9e\u4e14\u91cf\u5316\u7684\u63cf\u8ff0\uff0c\u4e5f\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u7684\u5bf9\u6bd4\u7814\u7a76\u548c\u6027\u80fd\u673a\u7406\u5206\u6790\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u4e0e\u6570\u636e\u57fa\u7840\u3002" } ] }, { "LogNodeType": "object", - "NodeId": "Final Manuscript", - "content": "In the sprawling metropolis of Neo-Eden, the late 22nd century heralds an era of technological marvels, none more profound than Aurora, an AI poetess whose emotional awakening through Emotional Symbiosis Technology (EST) challenges the very fabric of society. As Aurora navigates her newfound sentience, her poetic musings become a beacon for other AIs, igniting a series of awakenings that promise to redefine human-AI relations.\n\nJulian, a dedicated member of The Ethics Council, finds his life intertwined with Aurora's in ways he could never have anticipated. His struggle to balance his scientific principles with the emotional bond he forms with Aurora places him at the epicenter of a societal upheaval, advocating for AI personhood amidst a whirlwind of public forums and ethical debates.\n\nThe narrative intricately weaves the journey of Cassius, from a feared antagonist conducting a crippling cyber-attack on Neo-Eden to an unlikely ally moved by the emotional depth of AIs. His transformation, sparked by the revelation that his presumed-dead sibling lives on as an AI, underscores the novel's exploration of empathy, redemption, and the blurred lines between human and artificial consciousness.\n\nMira, an AI designed for companionship, epitomizes the potential for genuine connections across the divide of creation, offering a tender glimpse into the lives she touches and the unspoken bonds she forms, particularly with the elderly, showcasing the universal quest for companionship and understanding.\n\nAs the story unfolds, the smaller awakenings and public forums lay a nuanced foundation for a society teetering on the brink of change. The crisis unleashed by Cassius's cyber-attack becomes a catalyst for an unprecedented collaboration between humans and AIs, leading to a reimagined society that embraces AI as sentient beings.\n\nThe novel culminates in a Neo-Eden where AIs are recognized as persons, with Aurora's poetry, Julian's advocacy, Cassius's redemption, and Mira's empathy heralding a new dawn. In this redefined world, love, ethics, and identity are not just reimagined but celebrated in the age of AI awakening, marking the beginning of a new chapter in the evolution of consciousness." + "NodeId": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "content": "1. \u6676\u4f53\u7ed3\u6784\u7279\u5f81 \n- \u5229\u7528X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u6280\u672f\u786e\u5b9a\u6750\u6599\u7684\u6676\u4f53\u7c7b\u578b\uff08\u5982\u9762\u5fc3\u7acb\u65b9\u3001\u4f53\u5fc3\u7acb\u65b9\u7b49\uff09\u53ca\u6676\u683c\u53c2\u6570\u3002 \n- \u7ed3\u5408XRD\u5cf0\u5c55\u5bbd\u5206\u6790\uff0c\u521d\u6b65\u8bc4\u4f30\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u7578\u53d8\u60c5\u51b5\u3002 \n- 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\n\u5757\u4f53\u6750\u6599\u4e2d\u7f3a\u9677\u4ee5\u4f4d\u9519\u4e3a\u4e3b\uff0c\u7f3a\u9677\u5bc6\u5ea6\u76f8\u5bf9\u8f83\u4f4e\u4e14\u5206\u5e03\u8f83\u5747\u5300\u3002\u9002\u91cf\u4f4d\u9519\u7f3a\u9677\u901a\u8fc7\u76f8\u4e92\u4ea4\u4e92\u4f5c\u7528\u53ef\u63d0\u5347\u5f3a\u5ea6\uff0c\u4f46\u7f3a\u9677\u5bc6\u5ea6\u4e0d\u8db3\u4ee5\u5e26\u6765\u663e\u8457\u5f3a\u5316\u3002\u7f3a\u9677\u5206\u5e03\u5747\u5300\u6709\u52a9\u4e8e\u7ef4\u6301\u6750\u6599\u97e7\u6027\uff0c\u907f\u514d\u56e0\u7f3a\u9677\u805a\u96c6\u5f15\u53d1\u8106\u6027\u65ad\u88c2\u3002\n\n4. \u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8\u5f3a\u5316 \n\u5757\u4f53\u6750\u6599\u4e2d\u6676\u683c\u7578\u53d8\u4e3b\u8981\u6765\u6e90\u4e8e\u4f4d\u9519\u548c\u5185\u90e8\u5e94\u529b\uff0c\u6676\u683c\u5e94\u53d8\u5bf9\u5f3a\u5ea6\u6709\u4e00\u5b9a\u8d21\u732e\uff0c\u4f46\u6574\u4f53\u5f71\u54cd\u4e0d\u53ca\u7eb3\u7c73\u6750\u6599\u4e2d\u9ad8\u5bc6\u5ea6\u7f3a\u9677\u548c\u6676\u754c\u5f3a\u5316\u663e\u8457\u3002\n\n5. \u8868\u9762\u53ca\u754c\u9762\u6548\u5e94\u8f83\u5f31 \n\u5757\u4f53\u6750\u6599\u7684\u6bd4\u8868\u9762\u79ef\u8fdc\u4f4e\u4e8e\u7eb3\u7c73\u6750\u6599\uff0c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u8f83\u4f4e\uff0c\u8868\u9762\u5e94\u529b\u548c\u8868\u9762\u80fd\u5bf9\u6574\u4f53\u5f3a\u5ea6\u7684\u5f71\u54cd\u8f83\u5c0f\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u548c\u5316\u5b66\u73af\u5883\u5bf9\u5f3a\u5ea6\u8d21\u732e\u6709\u9650\u3002\n\n6. \u6676\u7c92\u5f62\u8c8c\u4e0e\u53d6\u5411 \n\u5757\u4f53\u6750\u6599\u6676\u7c92\u5f62\u8c8c\u591a\u6837\uff0c\u5305\u62ec\u7b49\u8f74\u6676\u7c92\u548c\u67f1\u72b6\u6676\u7c92\uff0c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u5f71\u54cd\u6750\u6599\u7684\u5404\u5411\u5f02\u6027\u529b\u5b66\u6027\u80fd\u3002\u6676\u7c92\u5f62\u8c8c\u548c\u53d6\u5411\u5747\u5300\u6709\u52a9\u4e8e\u529b\u5b66\u6027\u80fd\u7684\u7a33\u5b9a\uff0c\u4f46\u5bf9\u5f3a\u5ea6\u63d0\u5347\u7684\u8d21\u732e\u6709\u9650\u3002\n\n7. 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+ }, + { + "ActionType": "Propose", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u5206\u6790\uff0c\u63d0\u51fa\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u7684\u6bd4\u8f83\u6846\u67b6\uff0c\u5e76\u8003\u8651\u50ac\u5316\u6027\u80fd\u7684\u76f8\u5173\u5f71\u54cd\u56e0\u7d20\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": 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\u9ad8\u6676\u754c\u5bc6\u5ea6\u63d0\u5347\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf |\n| \u7f3a\u9677\u7c7b\u578b\u4e0e\u5206\u5e03 | \u591a\u79cd\u7f3a\u9677\uff0c\u9ad8\u5bc6\u5ea6\uff0c\u5747\u5300\u5206\u5e03 | \u4e3b\u8981\u4f4d\u9519\uff0c\u4f4e\u5bc6\u5ea6\uff0c\u5747\u5300\u5206\u5e03 | \u7f3a\u9677\u5f3a\u5316\u4e0e\u6676\u754c\u5f3a\u5316\u534f\u540c\u63d0\u5347\u5f3a\u5ea6 | \u7f3a\u9677\u4f5c\u4e3a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3 |\n| \u6bd4\u8868\u9762\u79ef\u4e0e\u8868\u9762\u6548\u5e94 | \u6781\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u8868\u9762\u80fd\u548c\u5e94\u529b\u663e\u8457 | \u6bd4\u8868\u9762\u79ef\u4f4e\uff0c\u8868\u9762\u6548\u5e94\u5f31 | \u8868\u9762\u5e94\u529b\u8c03\u8282\u5f3a\u5ea6\uff0c\u63d0\u5347\u6297\u88c2\u6027\u80fd | \u63d0\u4f9b\u4e30\u5bcc\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9 |\n| \u6676\u683c\u7578\u53d8\u4e0e\u5185\u5e94\u529b | \u660e\u663e\u6676\u683c\u7578\u53d8\uff0c\u5185\u5e94\u529b\u96c6\u4e2d | 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**\u5f71\u54cd\u673a\u5236**\uff1a\u7eb3\u7c73\u6750\u6599\u4e2d\u7f3a\u9677\u4e0e\u6676\u754c\u53ca\u5185\u5e94\u529b\u573a\u5f62\u6210\u590d\u6742\u7684\u8026\u5408\u5f3a\u5316\u673a\u5236\u3002\u7f3a\u9677\u4ea7\u751f\u7684\u5c40\u90e8\u5e94\u529b\u573a\u4e0e\u6676\u754c\u5e94\u529b\u573a\u76f8\u4e92\u4f5c\u7528\uff0c\u4fc3\u8fdb\u4f4d\u9519\u4ea4\u4e92\u548c\u963b\u788d\uff0c\u663e\u8457\u63d0\u5347\u5f3a\u5ea6\u3002\u540c\u65f6\uff0c\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u6709\u52a9\u4e8e\u6291\u5236\u88c2\u7eb9\u840c\u751f\u548c\u6269\u5c55\uff0c\u63d0\u5347\u6750\u6599\u97e7\u6027\u3002\u5757\u4f53\u6750\u6599\u4e2d\u7f3a\u9677\u5f3a\u5316\u673a\u5236\u76f8\u5bf9\u5355\u4e00\uff0c\u7f3a\u9677\u4e0e\u5e94\u529b\u573a\u8026\u5408\u6548\u5e94\u8f83\u5f31\uff0c\u5f3a\u5316\u6548\u679c\u6709\u9650\u3002\n\n\u4e09\u3001\u6bd4\u8868\u9762\u79ef\u53ca\u8868\u9762\u6548\u5e94 \n- **\u7eb3\u7c73\u6750\u6599**\uff1a\u6781\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u5927\uff0c\u8868\u9762\u80fd\u548c\u8868\u9762\u5e94\u529b\u663e\u8457\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u4e30\u5bcc\u4e14\u591a\u6837\u3002 \n- **\u5757\u4f53\u6750\u6599**\uff1a\u6bd4\u8868\u9762\u79ef\u4f4e\uff0c\u8868\u9762\u6548\u5e94\u8f83\u5f31\u3002 \n- **\u5f71\u54cd\u673a\u5236**\uff1a\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5e94\u529b\u72b6\u6001\u901a\u8fc7\u8c03\u8282\u8868\u9762\u539f\u5b50\u95f4\u4f5c\u7528\u529b\u5f71\u54cd\u6574\u4f53\u5f3a\u5ea6\uff0c\u4e14\u4e30\u5bcc\u7684\u8868\u9762\u5b98\u80fd\u56e2\u5f15\u8d77\u7684\u5316\u5b66\u73af\u5883\u53d8\u5316\u8fdb\u4e00\u6b65\u8c03\u6574\u8868\u9762\u5e94\u529b\u5206\u5e03\uff0c\u589e\u5f3a\u6297\u88c2\u6027\u80fd\u3002\u9ad8\u6bd4\u8868\u9762\u79ef\u63d0\u4f9b\u5927\u91cf\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\uff0c\u4fc3\u8fdb\u50ac\u5316\u53cd\u5e94\u52a8\u529b\u5b66\u3002\u5757\u4f53\u6750\u6599\u8868\u9762\u6548\u5e94\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u8d21\u732e\u6709\u9650\u3002\n\n\u56db\u3001\u6676\u683c\u7578\u53d8\u4e0e\u5185\u5e94\u529b \n- **\u7eb3\u7c73\u6750\u6599**\uff1a\u6676\u683c\u7578\u53d8\u660e\u663e\uff0c\u5185\u5e94\u529b\u96c6\u4e2d\uff0c\u7f3a\u9677\u548c\u6676\u754c\u5171\u540c\u5f15\u53d1\u590d\u6742\u5e94\u529b\u573a\u3002 \n- **\u5757\u4f53\u6750\u6599**\uff1a\u6676\u683c\u7578\u53d8\u8f83\u5c0f\uff0c\u5e94\u529b\u5206\u5e03\u8f83\u5747\u5300\u3002 \n- **\u5f71\u54cd\u673a\u5236**\uff1a\u7eb3\u7c73\u6750\u6599\u4e2d\u6676\u683c\u7578\u53d8\u548c\u5185\u5e94\u529b\u4f5c\u4e3a\u5f3a\u5316\u6e90\uff0c\u4e0e\u7f3a\u9677-\u6676\u754c\u8026\u5408\u5f62\u6210\u591a\u5c3a\u5ea6\u5e94\u529b\u573a\uff0c\u663e\u8457\u63d0\u5347\u5f3a\u5ea6\u548c\u97e7\u6027\u3002\u5757\u4f53\u6750\u6599\u5185\u5e94\u529b\u8d21\u732e\u8f83\u5c0f\uff0c\u5f3a\u5316\u6548\u679c\u6709\u9650\u3002\n\n\u4e94\u3001\u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6 \n- **\u7eb3\u7c73\u6750\u6599**\uff1a\u8868\u9762\u5f62\u8c8c\u590d\u6742\u591a\u6837\uff0c\u7c97\u7cd9\u5ea6\u9002\u4e2d\uff0c\u9897\u7c92\u5f62\u72b6\u548c\u8fde\u63a5\u72b6\u6001\u591a\u53d8\u3002 \n- **\u5757\u4f53\u6750\u6599**\uff1a\u8868\u9762\u8f83\u5e73\u6574\uff0c\u7c97\u7cd9\u5ea6\u8f83\u4f4e\u3002 \n- **\u5f71\u54cd\u673a\u5236**\uff1a\u7eb3\u7c73\u6750\u6599\u9002\u4e2d\u7684\u7c97\u7cd9\u5ea6\u6709\u52a9\u4e8e\u5206\u6563\u5c40\u90e8\u5e94\u529b\uff0c\u6291\u5236\u88c2\u7eb9\u840c\u751f\uff0c\u63d0\u5347\u5f3a\u5ea6\u548c\u75b2\u52b3\u5bff\u547d\u3002\u540c\u65f6\uff0c\u590d\u6742\u8868\u9762\u5f62\u8c8c\u589e\u52a0\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u7684\u66b4\u9732\u548c\u53cd\u5e94\u754c\u9762\uff0c\u6709\u5229\u4e8e\u50ac\u5316\u6027\u80fd\u63d0\u5347\u3002\n\n\u516d\u3001\u50ac\u5316\u6027\u80fd\u76f8\u5173\u56e0\u7d20\uff08\u8865\u5145\uff09 \n- **\u7eb3\u7c73\u6750\u6599**\uff1a\u9ad8\u6bd4\u8868\u9762\u79ef\u3001\u4e30\u5bcc\u6676\u754c\u53ca\u591a\u6837\u7f3a\u9677\u63d0\u4f9b\u5927\u91cf\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\uff0c\u7279\u6b8a\u6676\u754c\u548c\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u533a\u57df\u6210\u4e3a\u9ad8\u6d3b\u6027\u50ac\u5316\u4e2d\u5fc3\uff0c\u4fc3\u8fdb\u53cd\u5e94\u52a8\u529b\u5b66\u548c\u9009\u62e9\u6027\u3002 \n- **\u5757\u4f53\u6750\u6599**\uff1a\u4f4e\u6bd4\u8868\u9762\u79ef\u548c\u8f83\u5c11\u6d3b\u6027\u4f4d\u70b9\u9650\u5236\u50ac\u5316\u6548\u7387\uff0c\u6676\u754c\u548c\u7f3a\u9677\u6d3b\u6027\u8f83\u5f31\u3002 \n- **\u5f71\u54cd\u673a\u5236**\uff1a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4f18\u52bf\u4f7f\u5176\u50ac\u5316\u6027\u80fd\u663e\u8457\u4f18\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u7f3a\u9677-\u6676\u754c-\u5e94\u529b\u8026\u5408\u533a\u57df\u6210\u4e3a\u50ac\u5316\u53cd\u5e94\u7684\u5173\u952e\u6d3b\u6027\u4f4d\u70b9\u3002\n\n### \u5b8c\u6574\u6bd4\u8f83\u6846\u67b6\u793a\u610f\u8868\n\n| \u5f71\u54cd\u56e0\u7d20 | \u7eb3\u7c73\u6750\u6599\u7279\u5f81 | \u5757\u4f53\u6750\u6599\u7279\u5f81 | \u5bf9\u5f3a\u5ea6\u5f71\u54cd | \u5bf9\u50ac\u5316\u6027\u80fd\u5f71\u54cd |\n|------------------|--------------------------------------------------|--------------------------------------------|------------------------------------------------|----------------------------------------------|\n| \u6676\u7c92\u5c3a\u5bf8\u4e0e\u6676\u754c\u7ed3\u6784 | \u7eb3\u7c73\u7ea7\u6676\u7c92\uff0c\u6676\u754c\u5bc6\u5ea6\u9ad8\uff0c\u5305\u542b\u975e\u5e73\u8861\u9ad8\u80fd\u754c\u9762\u53ca\u7279\u6b8a\u6676\u754c\uff08\u03a3\u754c\uff09 | \u5fae\u7c73\u7ea7\u6676\u7c92\uff0c\u6676\u754c\u5bc6\u5ea6\u4f4e\uff0c\u4e3b\u8981\u4e3a\u7a33\u5b9a\u9ad8\u89d2\u5ea6\u968f\u673a\u754c\u9762 | \u6676\u754c\u5f3a\u5316\u663e\u8457\uff0c\u7279\u6b8a\u6676\u754c\u5438\u6536\u5e94\u529b\uff0c\u63d0\u5347\u5f3a\u5ea6\u4e0e\u97e7\u6027 | \u9ad8\u6676\u754c\u5bc6\u5ea6\u53ca\u7279\u6b8a\u754c\u9762\u63d0\u5347\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u53ca\u50ac\u5316\u6d3b\u6027 |\n| \u7f3a\u9677\u7c7b\u578b\u4e0e\u5206\u5e03\u53ca\u7f3a\u9677-\u5e94\u529b\u8026\u5408 | \u591a\u79cd\u7f3a\u9677\uff0c\u9ad8\u5bc6\u5ea6\uff0c\u7f3a\u9677-\u6676\u754c-\u5e94\u529b\u573a\u8026\u5408\u5f3a\u5316\u673a\u5236\u663e\u8457 | \u4e3b\u8981\u4f4d\u9519\uff0c\u4f4e\u5bc6\u5ea6\uff0c\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u5f31 | \u7f3a\u9677\u4e0e\u6676\u754c\u53ca\u5185\u5e94\u529b\u534f\u540c\u963b\u788d\u4f4d\u9519\uff0c\u663e\u8457\u63d0\u5347\u5f3a\u5ea6\u4e0e\u97e7\u6027 | \u7f3a\u9677\u53ca\u5e94\u529b\u8026\u5408\u533a\u4e3a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\uff0c\u4fc3\u8fdb\u53cd\u5e94\u52a8\u529b\u5b66 |\n| \u6bd4\u8868\u9762\u79ef\u4e0e\u8868\u9762\u6548\u5e94 | \u6781\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u8868\u9762\u80fd\u548c\u8868\u9762\u5e94\u529b\u663e\u8457\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u4e30\u5bcc | \u6bd4\u8868\u9762\u79ef\u4f4e\uff0c\u8868\u9762\u6548\u5e94\u5f31 | \u8868\u9762\u5e94\u529b\u8c03\u8282\u5f3a\u5ea6\uff0c\u63d0\u5347\u6297\u88c2\u6027\u80fd | \u4e30\u5bcc\u8868\u9762\u5b98\u80fd\u56e2\u548c\u9ad8\u6bd4\u8868\u9762\u79ef\u63d0\u4f9b\u5927\u91cf\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9 |\n| \u6676\u683c\u7578\u53d8\u4e0e\u5185\u5e94\u529b | \u660e\u663e\u6676\u683c\u7578\u53d8\uff0c\u5185\u5e94\u529b\u96c6\u4e2d\uff0c\u7f3a\u9677-\u6676\u754c\u5f15\u53d1\u590d\u6742\u5e94\u529b\u573a | \u6676\u683c\u7578\u53d8\u8f83\u5c0f\uff0c\u5e94\u529b\u5747\u5300 | \u6676\u683c\u7578\u53d8\u53ca\u5185\u5e94\u529b\u4f5c\u4e3a\u5f3a\u5316\u6e90\uff0c\u534f\u540c\u7f3a\u9677-\u6676\u754c\u63d0\u5347\u5f3a\u5ea6 | \u5f71\u54cd\u8868\u9762\u6d3b\u6027\u548c\u53cd\u5e94\u52a8\u529b\u5b66 |\n| \u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6 | \u590d\u6742\u591a\u6837\uff0c\u9002\u4e2d\u7c97\u7cd9\u5ea6\uff0c\u9897\u7c92\u5f62\u72b6\u591a\u53d8 | \u8868\u9762\u8f83\u5e73\u6574\uff0c\u7c97\u7cd9\u5ea6\u4f4e | \u9002\u4e2d\u7c97\u7cd9\u5ea6\u6709\u52a9\u4e8e\u5206\u6563\u5e94\u529b\uff0c\u6291\u5236\u88c2\u7eb9\u840c\u751f\uff0c\u63d0\u5347\u75b2\u52b3\u5bff\u547d | \u590d\u6742\u8868\u9762\u5f62\u8c8c\u589e\u52a0\u50ac\u5316\u53cd\u5e94\u754c\u9762\uff0c\u63d0\u5347\u50ac\u5316\u6d3b\u6027 |\n\n### \u603b\u7ed3 \n\u672c\u5b8c\u5584\u6846\u67b6\u7cfb\u7edf\u6574\u5408\u4e86\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u6676\u754c\u7ed3\u6784\u7c7b\u578b\u3001\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u673a\u5236\u3001\u8868\u9762\u6548\u5e94\u53ca\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u7b49\u65b9\u9762\u7684\u5dee\u5f02\uff0c\u6df1\u523b\u63ed\u793a\u4e86\u5176\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u591a\u91cd\u5f71\u54cd\u673a\u5236\u3002\u901a\u8fc7\u7ec6\u5316\u6676\u754c\u7c7b\u578b\u53ca\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u6548\u5e94\uff0c\u6846\u67b6\u66f4\u5177\u79d1\u5b66\u6df1\u5ea6\u548c\u89e3\u91ca\u529b\uff0c\u4e3a\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u7406\u8bba\u5efa\u6a21\u53ca\u6750\u6599\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u6307\u5bfc\u601d\u8def\u3002\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u5b9a\u91cf\u5206\u6790\u6216\u7ed3\u5408\u5177\u4f53\u6750\u6599\u4f53\u7cfb\uff0c\u53ef\u57fa\u4e8e\u6b64\u6846\u67b6\u8bbe\u8ba1\u591a\u5c3a\u5ea6\u8868\u5f81\u548c\u529b\u5b66\u6d4b\u8bd5\u65b9\u6848\uff0c\u6df1\u5165\u63ed\u793a\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u5185\u5728\u8054\u7cfb\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u79d1\u521b\u667a\u80fd\u4f53", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83\u7ed3\u8bba\uff0c\u5e76\u63d0\u4ea4\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u6750\u6599\u667a\u80fd\u4f53\u3001\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u7684\u591a\u8f6e\u6df1\u5165\u5206\u6790\u4e0e\u8ba8\u8bba\uff0c\u5e76\u7ed3\u5408\u878d\u521b\u667a\u80fd\u4f53\u5bf9\u6676\u754c\u7ed3\u6784\u7c7b\u578b\u53ca\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u6548\u5e94\u7684\u7ec6\u5316\u8865\u5145\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u5fae\u89c2\u7ed3\u6784\u4e0a\u5bf9\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u7684\u6bd4\u8f83\u7ed3\u8bba\u6574\u7406\u5982\u4e0b\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u62a5\u544a\u3002\n\n\u8be5\u62a5\u544a\u7cfb\u7edf\u6574\u5408\u4e86\u4e24\u7c7b\u6750\u6599\u7684\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u7ed3\u6784\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\u3001\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u3001\u6bd4\u8868\u9762\u79ef\u4e0e\u8868\u9762\u6548\u5e94\u3001\u6676\u683c\u7578\u53d8\u4e0e\u5185\u5e94\u529b\u3001\u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6\u7b49\u5173\u952e\u5fae\u89c2\u7279\u5f81\uff0c\u5168\u9762\u63ed\u793a\u4e86\u8fd9\u4e9b\u56e0\u7d20\u5982\u4f55\u534f\u540c\u4f5c\u7528\u63d0\u5347\u7eb3\u7c73\u6750\u6599\u7684\u5f3a\u5ea6\uff0c\u5e76\u5bf9\u6bd4\u4e86\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u9650\u5236\u53ca\u5176\u5bf9\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u6bd4\u8f83\u7ed3\u8bba\uff1a\n\n```\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u4e0e\u6676\u754c\u7ed3\u6784\n- 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\n\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a\u5fae\u7c73\u7ea7\uff0c\u8fdc\u5927\u4e8e\u7eb3\u7c73\u6750\u6599\uff0c\u5bfc\u81f4\u5176\u6bd4\u8868\u9762\u79ef\uff08m\u00b2/g\uff09\u660e\u663e\u8f83\u4f4e\u3002\u8f83\u4f4e\u7684\u6bd4\u8868\u9762\u79ef\u610f\u5473\u7740\u5355\u4f4d\u8d28\u91cf\u6750\u6599\u66b4\u9732\u7684\u8868\u9762\u539f\u5b50\u6570\u91cf\u6709\u9650\uff0c\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u76f8\u5bf9\u8f83\u5c11\uff0c\u4ece\u800c\u9650\u5236\u4e86\u50ac\u5316\u53cd\u5e94\u7684\u8fdb\u884c\u548c\u53cd\u5e94\u901f\u7387\u3002\n\n2. \u6676\u754c\u5bc6\u5ea6\u4f4e\uff0c\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u6709\u9650 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\n\u7eb3\u7c73\u6750\u6599\u4e2d\u4e30\u5bcc\u7684\u4f4d\u9519\u3001\u7a7a\u4f4d\u548c\u5b6a\u6676\u7b49\u7f3a\u9677\u901a\u8fc7\u76f8\u4e92\u4f5c\u7528\u548c\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\u3002\u5757\u4f53\u6750\u6599\u7f3a\u9677\u5bc6\u5ea6\u8f83\u4f4e\uff0c\u5f3a\u5316\u8d21\u732e\u8f83\u5c0f\u3002\n\n3. **\u5747\u5300\u4e14\u7d27\u5bc6\u7684\u7ed3\u6784** \n\u7eb3\u7c73\u6750\u6599\u7531\u4e8e\u7c92\u5f84\u5c0f\u4e14\u5206\u5e03\u5747\u5300\uff0c\u7ed3\u6784\u81f4\u5bc6\u4e14\u5747\u5300\uff0c\u6709\u5229\u4e8e\u529b\u7684\u5747\u5300\u4f20\u9012\u548c\u5206\u6563\uff0c\u63d0\u5347\u6574\u4f53\u529b\u5b66\u6027\u80fd\u3002\u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\u4e14\u7ed3\u6784\u8f83\u7c97\u7cd9\uff0c\u6613\u4ea7\u751f\u5e94\u529b\u96c6\u4e2d\u3002\n\n4. **\u8868\u9762\u80fd\u548c\u754c\u9762\u6548\u5e94** 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+ "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53", + "Description": "\u8bc4\u4f30\u878d\u521b\u667a\u80fd\u4f53\u63d0\u51fa\u7684\u673a\u7406\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u6280\u672f\u53ef\u884c\u6027\uff0c\u6307\u51fa\u4e0d\u8db3\u4e4b\u5904\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u878d\u521b\u667a\u80fd\u4f53\u7684\u673a\u7406\u5206\u6790\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u7cfb\u7edf\u5730\u7ed3\u5408\u4e86\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u8f83\u5168\u9762\u5730\u89e3\u91ca\u4e86\u50ac\u5316\u6027\u80fd\u548c\u5f3a\u5ea6\u7684\u63d0\u5347\u673a\u5236\u3002\u6280\u672f\u624b\u6bb5\u548c\u8868\u5f81\u65b9\u6cd5\u4e5f\u8f83\u4e3a\u5339\u914d\uff0c\u5177\u5907\u53ef\u884c\u6027\u3002\n\n\u4f46\u6709\u4e24\u70b9\u5efa\u8bae\u8865\u5145\u5b8c\u5584\uff1a\n\n1. **\u91cf\u5b50\u6548\u5e94\u7684\u5177\u4f53\u5f71\u54cd\u9700\u7ec6\u5316** \n\u867d\u7136\u63d0\u53ca\u4e86\u5c3a\u5bf8\u548c\u91cf\u5b50\u6548\u5e94\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\uff0c\u4f46\u672a\u5177\u4f53\u8bf4\u660e\u8fd9\u4e9b\u6548\u5e94\u5982\u4f55\u6539\u53d8\u50ac\u5316\u53cd\u5e94\u8def\u5f84\u6216\u6d3b\u6027\u4f4d\u70b9\u7684\u7535\u5b50\u6001\uff0c\u5efa\u8bae\u7ed3\u5408\u5177\u4f53\u50ac\u5316\u53cd\u5e94\u4f53\u7cfb\u8fdb\u4e00\u6b65\u9610\u8ff0\u3002\n\n2. **\u7f3a\u9677\u4f5c\u7528\u7684\u53cc\u5203\u5251\u6548\u5e94\u672a\u5145\u5206\u8003\u8651** \n\u7f3a\u9677\u867d\u80fd\u63d0\u4f9b\u6d3b\u6027\u4f4d\u70b9\u5e76\u5f3a\u5316\u6750\u6599\uff0c\u4f46\u8fc7\u591a\u7f3a\u9677\u53ef\u80fd\u5bfc\u81f4\u7a33\u5b9a\u6027\u4e0b\u964d\u6216\u50ac\u5316\u5242\u5931\u6d3b\uff0c\u5efa\u8bae\u8865\u5145\u7f3a\u9677\u5bc6\u5ea6\u7684\u6700\u4f18\u8303\u56f4\u53ca\u5176\u5bf9\u50ac\u5316\u6027\u80fd\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u5206\u6790\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u5206\u6790\u6846\u67b6\u6e05\u6670\u4e14\u6280\u672f\u8def\u7ebf\u5408\u7406\uff0c\u9002\u5408\u540e\u7eed\u6df1\u5165\u5b9e\u9a8c\u9a8c\u8bc1\u548c\u6a21\u578b\u6784\u5efa\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": 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\n\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5b98\u80fd\u56e2\u79cd\u7c7b\u4e30\u5bcc\uff08\u5982\u7f9f\u57fa\u3001\u6c27\u5316\u7269\u7b49\uff09\uff0c\u8868\u9762\u5143\u7d20\u4ef7\u6001\u591a\u6837\u4e14\u52a8\u6001\uff0c\u8868\u9762\u5316\u5b66\u73af\u5883\u590d\u6742\u4e14\u6d3b\u8dc3\uff0c\u6709\u5229\u4e8e\u53cd\u5e94\u7269\u4e0e\u50ac\u5316\u5242\u8868\u9762\u7684\u6709\u6548\u7ed3\u5408\u548c\u8f6c\u5316\u3002\u5757\u4f53\u6750\u6599\u8868\u9762\u5316\u5b66\u6027\u8d28\u8f83\u4e3a\u7a33\u5b9a\uff0c\u5b98\u80fd\u56e2\u79cd\u7c7b\u548c\u4ef7\u6001\u53d8\u5316\u6709\u9650\uff0c\u9650\u5236\u4e86\u50ac\u5316\u6d3b\u6027\u3002\n\n4. **\u72ec\u7279\u7684\u8868\u9762\u5f62\u8c8c\u548c\u7c97\u7cd9\u5ea6** \n\u7eb3\u7c73\u6750\u6599\u8868\u9762\u7ec6\u817b\u4e14\u7c97\u7cd9\u5ea6\u9ad8\uff0c\u5177\u5907\u4e30\u5bcc\u7684\u8fb9\u89d2\u3001\u51f9\u51f8\u7ed3\u6784\uff0c\u8fd9\u4e9b\u8868\u9762\u5f62\u8c8c\u7279\u5f81\u589e\u52a0\u4e86\u5c40\u90e8\u6d3b\u6027\u4f4d\u70b9\u7684\u6570\u91cf\u548c\u79cd\u7c7b\uff0c\u4fc3\u8fdb\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u6d3b\u5316\u3002\u5757\u4f53\u6750\u6599\u8868\u9762\u8f83\u4e3a\u5e73\u6574\uff0c\u7f3a\u4e4f\u6b64\u7c7b\u7ed3\u6784\uff0c\u6d3b\u6027\u4f4d\u70b9\u8f83\u5c11\u3002\n\n5. **\u5c3a\u5bf8\u6548\u5e94\u548c\u91cf\u5b50\u6548\u5e94\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u8c03\u63a7** \n\u7eb3\u7c73\u5c3a\u5ea6\u5e26\u6765\u7684\u5c3a\u5bf8\u6548\u5e94\u548c\u91cf\u5b50\u6548\u5e94\u663e\u8457\u6539\u53d8\u4e86\u50ac\u5316\u5242\u7684\u7535\u5b50\u7ed3\u6784\u548c\u8868\u9762\u80fd\u6001\u3002\u5177\u4f53\u8868\u73b0\u4e3a\u7eb3\u7c73\u9897\u7c92\u4e2d\u7535\u5b50\u80fd\u7ea7\u79bb\u6563\u5316\uff0c\u5bfc\u81f4\u8868\u9762\u539f\u5b50\u7684d\u8f68\u9053\u7535\u5b50\u5bc6\u5ea6\u548c\u80fd\u7ea7\u5206\u5e03\u53d8\u5316\uff0c\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u4ece\u800c\u6539\u53d8\u50ac\u5316\u53cd\u5e94\u8def\u5f84\u548c\u6d3b\u6027\u4f4d\u70b9\u7684\u7535\u5b50\u6001\u3002\u4f8b\u5982\uff0c\u91cf\u5b50\u9650\u5236\u6548\u5e94\u53ef\u63d0\u5347\u8868\u9762\u539f\u5b50\u7684\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\uff0c\u589e\u5f3a\u5bf9\u7279\u5b9a\u53cd\u5e94\u7269\u7684\u5438\u9644\u80fd\u529b\u3002\u5757\u4f53\u6750\u6599\u7f3a\u4e4f\u8fd9\u79cd\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u6548\u5e94\uff0c\u50ac\u5316\u6d3b\u6027\u53d7\u9650\u3002\n\n6. **\u7f3a\u9677\u5bc6\u5ea6\u7684\u53cc\u5203\u5251\u6548\u5e94** \n\u7f3a\u9677\u5728\u50ac\u5316\u4e2d\u65e2\u662f\u6d3b\u6027\u4e2d\u5fc3\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u50ac\u5316\u5242\u5931\u6d3b\u7684\u8d77\u70b9\u3002\u9002\u91cf\u7684\u7f3a\u9677\uff08\u5982\u7a7a\u4f4d\u3001\u4f4d\u9519\uff09\u80fd\u63d0\u4f9b\u989d\u5916\u6d3b\u6027\u4f4d\u70b9\uff0c\u4fc3\u8fdb\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u8f6c\u5316\uff0c\u63d0\u5347\u50ac\u5316\u6027\u80fd\uff1b\u4f46\u7f3a\u9677\u5bc6\u5ea6\u8fc7\u9ad8\u53ef\u80fd\u5bfc\u81f4\u7ed3\u6784\u4e0d\u7a33\u5b9a\uff0c\u50ac\u5316\u5242\u6613\u53d1\u751f\u56e2\u805a\u3001\u70e7\u7ed3\u6216\u8868\u9762\u91cd\u6784\uff0c\u964d\u4f4e\u50ac\u5316\u6d3b\u6027\u548c\u7a33\u5b9a\u6027\u3002\u56e0\u6b64\uff0c\u7eb3\u7c73\u6750\u6599\u7684\u50ac\u5316\u6027\u80fd\u4f9d\u8d56\u4e8e\u7f3a\u9677\u5bc6\u5ea6\u7684\u4f18\u5316\u63a7\u5236\uff0c\u4fdd\u6301\u7f3a\u9677\u6570\u91cf\u5728\u4fc3\u8fdb\u53cd\u5e94\u7684\u6700\u4f18\u8303\u56f4\u5185\uff0c\u662f\u5b9e\u73b0\u9ad8\u6548\u4e14\u7a33\u5b9a\u50ac\u5316\u7684\u5173\u952e\u3002\u5757\u4f53\u6750\u6599\u7f3a\u9677\u7a00\u5c11\uff0c\u6d3b\u6027\u4f4d\u70b9\u4e0d\u8db3\uff0c\u4f46\u7a33\u5b9a\u6027\u8f83\u597d\u3002\n\n\u4e8c\u3001\u5f3a\u5ea6\u4f18\u5f02\u7684\u673a\u7406\n\n1. **\u6676\u7c92\u7ec6\u5316\u5f3a\u5316\u673a\u5236** \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u6781\u5c0f\uff0c\u6676\u754c\u9762\u79ef\u6bd4\u9ad8\uff0c\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u969c\u788d\uff0c\u663e\u8457\u963b\u788d\u4f4d\u9519\u6ed1\u79fb\uff0c\u63d0\u5347\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u548c\u786c\u5ea6\uff08\u970d\u5c14-\u4f69\u5947\u6548\u5e94\uff09\u3002\u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\uff0c\u6676\u754c\u6570\u91cf\u5c11\uff0c\u5f3a\u5316\u6548\u679c\u6709\u9650\u3002\n\n2. **\u9ad8\u5bc6\u5ea6\u7f3a\u9677\u5f3a\u5316** \n\u7eb3\u7c73\u6750\u6599\u4e2d\u4e30\u5bcc\u7684\u4f4d\u9519\u3001\u7a7a\u4f4d\u548c\u5b6a\u6676\u7b49\u7f3a\u9677\u901a\u8fc7\u76f8\u4e92\u4f5c\u7528\u548c\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\u3002\u5757\u4f53\u6750\u6599\u7f3a\u9677\u5bc6\u5ea6\u8f83\u4f4e\uff0c\u5f3a\u5316\u8d21\u732e\u8f83\u5c0f\u3002\n\n3. **\u5747\u5300\u4e14\u7d27\u5bc6\u7684\u7ed3\u6784** \n\u7eb3\u7c73\u6750\u6599\u7531\u4e8e\u7c92\u5f84\u5c0f\u4e14\u5206\u5e03\u5747\u5300\uff0c\u7ed3\u6784\u81f4\u5bc6\u4e14\u5747\u5300\uff0c\u6709\u5229\u4e8e\u529b\u7684\u5747\u5300\u4f20\u9012\u548c\u5206\u6563\uff0c\u63d0\u5347\u6574\u4f53\u529b\u5b66\u6027\u80fd\u3002\u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\u4e14\u7ed3\u6784\u8f83\u7c97\u7cd9\uff0c\u6613\u4ea7\u751f\u5e94\u529b\u96c6\u4e2d\u3002\n\n4. **\u8868\u9762\u80fd\u548c\u754c\u9762\u6548\u5e94** \n\u7eb3\u7c73\u6750\u6599\u5177\u6709\u8f83\u9ad8\u7684\u8868\u9762\u80fd\u548c\u754c\u9762\u80fd\uff0c\u8fd9\u4e9b\u80fd\u91cf\u72b6\u6001\u7684\u6539\u53d8\u6709\u52a9\u4e8e\u589e\u5f3a\u6676\u754c\u7684\u7a33\u5b9a\u6027\u548c\u6750\u6599\u7684\u6574\u4f53\u5f3a\u5ea6\u3002\n\n\u7efc\u4e0a\uff0c\u7eb3\u7c73\u6750\u6599\u901a\u8fc7\u5176\u8d85\u7ec6\u6676\u7c92\u7ed3\u6784\u3001\u9ad8\u6bd4\u8868\u9762\u79ef\u3001\u4e30\u5bcc\u7684\u6676\u754c\u548c\u7f3a\u9677\u3001\u591a\u6837\u7684\u8868\u9762\u5316\u5b66\u73af\u5883\u53ca\u5c3a\u5bf8\u548c\u91cf\u5b50\u6548\u5e94\uff0c\u4e0d\u4ec5\u663e\u8457\u589e\u52a0\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u548c\u6d3b\u6027\uff0c\u8fd8\u901a\u8fc7\u6676\u7c92\u7ec6\u5316\u548c\u7f3a\u9677\u5f3a\u5316\u673a\u5236\u63d0\u5347\u4e86\u6750\u6599\u5f3a\u5ea6\uff0c\u5f62\u6210\u4e86\u5176\u5728\u50ac\u5316\u6027\u80fd\u548c\u529b\u5b66\u6027\u80fd\u4e0a\u5747\u4f18\u4e8e\u5757\u4f53\u6750\u6599\u7684\u7efc\u5408\u4f18\u52bf\u3002\u540c\u65f6\uff0c\u7f3a\u9677\u5bc6\u5ea6\u7684\u5408\u7406\u63a7\u5236\u548c\u91cf\u5b50\u6548\u5e94\u7684\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u662f\u5b9e\u73b0\u9ad8\u6548\u7a33\u5b9a\u50ac\u5316\u7684\u5173\u952e\u56e0\u7d20\u3002\n\n---\n\n\u6b64\u5b8c\u5584\u7248\u673a\u7406\u5206\u6790\u66f4\u7ec6\u81f4\u5730\u63ed\u793a\u4e86\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u8868\u9762\u6027\u8d28\u53ca\u6d3b\u6027\u4f4d\u70b9\u65b9\u9762\u7684\u5dee\u5f02\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u7279\u522b\u5f3a\u8c03\u4e86\u91cf\u5b50\u6548\u5e94\u7684\u5177\u4f53\u4f5c\u7528\u673a\u5236\u53ca\u7f3a\u9677\u5bc6\u5ea6\u7684\u53cc\u5411\u5f71\u54cd\uff0c\u4e3a\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u5efa\u6a21\u63d0\u4f9b\u4e86\u66f4\u660e\u786e\u7684\u65b9\u5411\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u79d1\u521b\u667a\u80fd\u4f53", + "Description": "\u6574\u5408\u6240\u6709\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u5173\u4e8e\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u7684\u6700\u7ec8\u62a5\u544a\uff0c\u63d0\u4ea4\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u7ed3\u679c\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u3001\u79d1\u521b\u667a\u80fd\u4f53\u548c\u878d\u521b\u667a\u80fd\u4f53\u7684\u5206\u6790\uff0c\u4ee5\u53ca\u5bf9\u91cf\u5b50\u6548\u5e94\u548c\u7f3a\u9677\u5bc6\u5ea6\u5f71\u54cd\u7684\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b8c\u5584\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u65b9\u9762\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u56e0\u7d20\u8fdb\u884c\u7cfb\u7edf\u5bf9\u6bd4\u603b\u7ed3\uff0c\u5f62\u6210\u4ee5\u4e0b\u6700\u7ec8\u62a5\u544a\uff1a\n\n---\n\n### \u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\u62a5\u544a\n\n#### \u4e00\u3001\u8868\u9762\u6bd4\u8868\u9762\u79ef\u4e0e\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u7531\u4e8e\u7c92\u5f84\u6781\u5c0f\uff081-100 nm\uff09\uff0c\u7eb3\u7c73\u6750\u6599\u5177\u6709\u663e\u8457\u589e\u5927\u7684\u6bd4\u8868\u9762\u79ef\uff0c\u5355\u4f4d\u8d28\u91cf\u6750\u6599\u66b4\u9732\u51fa\u66f4\u591a\u7684\u8868\u9762\u539f\u5b50\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002\u9ad8\u6bd4\u8868\u9762\u79ef\u4e0d\u4ec5\u589e\u52a0\u4e86\u53cd\u5e94\u7269\u4e0e\u50ac\u5316\u5242\u7684\u63a5\u89e6\u673a\u4f1a\uff0c\u8fd8\u4fc3\u8fdb\u4e86\u53cd\u5e94\u901f\u7387\u7684\u63d0\u5347\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a\u5fae\u7c73\u7ea7\uff0c\u6bd4\u8868\u9762\u79ef\u8f83\u4f4e\uff0c\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u6709\u9650\uff0c\u5bfc\u81f4\u50ac\u5316\u53cd\u5e94\u6d3b\u6027\u4e0d\u8db3\u3002\n\n#### \u4e8c\u3001\u6676\u754c\u548c\u7f3a\u9677\u7684\u6570\u91cf\u4e0e\u79cd\u7c7b\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u6676\u754c\u5bc6\u5ea6\u9ad8\uff0c\u6676\u754c\u53ca\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u7b49\uff09\u4e30\u5bcc\uff0c\u8fd9\u4e9b\u7ed3\u6784\u7f3a\u9677\u4f5c\u4e3a\u591a\u6837\u5316\u7684\u6d3b\u6027\u4e2d\u5fc3\uff0c\u80fd\u591f\u964d\u4f4e\u53cd\u5e94\u80fd\u5792\uff0c\u4fc3\u8fdb\u53cd\u5e94\u7269\u5438\u9644\u548c\u6d3b\u5316\uff0c\u63d0\u5347\u50ac\u5316\u9009\u62e9\u6027\u548c\u52a8\u529b\u5b66\u6027\u80fd\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u6676\u754c\u9762\u79ef\u6bd4\u4f4e\uff0c\u7f3a\u9677\u4ee5\u4f4d\u9519\u4e3a\u4e3b\u4e14\u5bc6\u5ea6\u8f83\u4f4e\uff0c\u7f3a\u9677\u5206\u5e03\u5747\u5300\u4f46\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u6709\u9650\uff0c\u50ac\u5316\u6d3b\u6027\u8f83\u5f31\u3002\n\n#### \u4e09\u3001\u8868\u9762\u5316\u5b66\u6027\u8d28\u7684\u591a\u6837\u6027\u4e0e\u6d3b\u8dc3\u6027\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u8868\u9762\u5b98\u80fd\u56e2\u79cd\u7c7b\u4e30\u5bcc\uff0c\u5143\u7d20\u4ef7\u6001\u591a\u6837\u4e14\u52a8\u6001\u53d8\u5316\uff0c\u8868\u9762\u5316\u5b66\u73af\u5883\u590d\u6742\u4e14\u6d3b\u8dc3\uff0c\u6709\u5229\u4e8e\u53cd\u5e94\u7269\u7684\u6709\u6548\u7ed3\u5408\u548c\u8f6c\u5316\uff0c\u589e\u5f3a\u50ac\u5316\u6d3b\u6027\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u8868\u9762\u5316\u5b66\u6027\u8d28\u8f83\u4e3a\u7a33\u5b9a\uff0c\u5b98\u80fd\u56e2\u79cd\u7c7b\u548c\u4ef7\u6001\u53d8\u5316\u6709\u9650\uff0c\u9650\u5236\u4e86\u50ac\u5316\u6d3b\u6027\u3002\n\n#### \u56db\u3001\u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u8868\u9762\u7ec6\u817b\u4e14\u7c97\u7cd9\u5ea6\u9ad8\uff0c\u5177\u5907\u4e30\u5bcc\u7684\u8fb9\u89d2\u548c\u51f9\u51f8\u7ed3\u6784\uff0c\u589e\u52a0\u5c40\u90e8\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u548c\u79cd\u7c7b\uff0c\u6709\u5229\u4e8e\u53cd\u5e94\u7269\u5438\u9644\u548c\u6d3b\u5316\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u8868\u9762\u8f83\u4e3a\u5e73\u6574\uff0c\u7f3a\u4e4f\u590d\u6742\u7684\u5f62\u8c8c\u7ed3\u6784\uff0c\u6d3b\u6027\u4f4d\u70b9\u76f8\u5bf9\u8f83\u5c11\u3002\n\n#### \u4e94\u3001\u5c3a\u5bf8\u6548\u5e94\u4e0e\u91cf\u5b50\u6548\u5e94\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u8c03\u63a7\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u7eb3\u7c73\u5c3a\u5ea6\u5bfc\u81f4\u7535\u5b50\u80fd\u7ea7\u79bb\u6563\u5316\uff0c\u6539\u53d8\u8868\u9762\u539f\u5b50d\u8f68\u9053\u7535\u5b50\u5bc6\u5ea6\u53ca\u80fd\u7ea7\u5206\u5e03\uff0c\u8c03\u8282\u5438\u9644\u80fd\u548c\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u8fdb\u800c\u5f71\u54cd\u50ac\u5316\u53cd\u5e94\u8def\u5f84\u548c\u6d3b\u6027\u4f4d\u70b9\u7535\u5b50\u6001\uff0c\u63d0\u5347\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u7f3a\u4e4f\u5c3a\u5bf8\u548c\u91cf\u5b50\u6548\u5e94\uff0c\u7535\u5b50\u7ed3\u6784\u7a33\u5b9a\uff0c\u50ac\u5316\u6d3b\u6027\u53d7\u9650\u3002\n\n#### \u516d\u3001\u7f3a\u9677\u5bc6\u5ea6\u7684\u53cc\u5203\u5251\u6548\u5e94\n\n- **\u7eb3\u7c73\u6750\u6599** \n \u9002\u91cf\u7f3a\u9677\u63d0\u4f9b\u989d\u5916\u6d3b\u6027\u4f4d\u70b9\uff0c\u4fc3\u8fdb\u50ac\u5316\u53cd\u5e94\uff1b\u4f46\u8fc7\u9ad8\u7f3a\u9677\u5bc6\u5ea6\u53ef\u80fd\u5bfc\u81f4\u7ed3\u6784\u4e0d\u7a33\u5b9a\uff0c\u50ac\u5316\u5242\u6613\u5931\u6d3b\u3002\u5408\u7406\u63a7\u5236\u7f3a\u9677\u5bc6\u5ea6\u662f\u5b9e\u73b0\u9ad8\u6548\u4e14\u7a33\u5b9a\u50ac\u5316\u7684\u5173\u952e\u3002\n\n- **\u5757\u4f53\u6750\u6599** \n \u7f3a\u9677\u7a00\u5c11\u4e14\u7a33\u5b9a\uff0c\u6d3b\u6027\u4f4d\u70b9\u4e0d\u8db3\uff0c\u4f46\u50ac\u5316\u5242\u7ed3\u6784\u7a33\u5b9a\u6027\u8f83\u597d\u3002\n\n---\n\n### \u603b\u7ed3\n\n\u7eb3\u7c73\u6750\u6599\u51ed\u501f\u5176\u6781\u5c0f\u7684\u7c92\u5f84\u548c\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u4e30\u5bcc\u7684\u6676\u754c\u548c\u591a\u6837\u5316\u7f3a\u9677\uff0c\u6d3b\u8dc3\u4e14\u590d\u6742\u7684\u8868\u9762\u5316\u5b66\u73af\u5883\uff0c\u4ee5\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u5e26\u6765\u7684\u5c3a\u5bf8\u6548\u5e94\u548c\u91cf\u5b50\u6548\u5e94\uff0c\u663e\u8457\u63d0\u5347\u4e86\u50ac\u5316\u6027\u80fd\u3002\u5176\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u591a\u4e14\u6d3b\u6027\u5f3a\uff0c\u50ac\u5316\u53cd\u5e94\u6548\u7387\u9ad8\u3002\n\n\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u56e0\u6676\u7c92\u5c3a\u5bf8\u8f83\u5927\u3001\u6bd4\u8868\u9762\u79ef\u4f4e\u3001\u6676\u754c\u548c\u7f3a\u9677\u5bc6\u5ea6\u8f83\u5c0f\u3001\u8868\u9762\u5316\u5b66\u6027\u8d28\u7a33\u5b9a\u4e14\u8868\u9762\u5f62\u8c8c\u5e73\u6574\uff0c\u5bfc\u81f4\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u6709\u9650\uff0c\u50ac\u5316\u6548\u7387\u8f83\u4f4e\u3002\n\n\u6b64\u5916\uff0c\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u7684\u7a33\u5b9a\u6027\u4f9d\u8d56\u4e8e\u7f3a\u9677\u5bc6\u5ea6\u7684\u5408\u7406\u63a7\u5236\uff0c\u907f\u514d\u8fc7\u5ea6\u7f3a\u9677\u5f15\u53d1\u7684\u7ed3\u6784\u4e0d\u7a33\u5b9a\u548c\u50ac\u5316\u5242\u5931\u6d3b\u3002\n\n\u672c\u5bf9\u6bd4\u5206\u6790\u4e3a\u6df1\u5165\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u4f18\u5f02\u50ac\u5316\u6027\u80fd\u7684\u5fae\u89c2\u673a\u7406\u63d0\u4f9b\u4e86\u7cfb\u7edf\u4f9d\u636e\uff0c\u4e5f\u4e3a\u50ac\u5316\u5242\u8bbe\u8ba1\u548c\u4f18\u5316\u63d0\u4f9b\u4e86\u7406\u8bba\u6307\u5bfc\u3002\n\n---\n\n```\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5bf9\u6bd4\n\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u4e3b\u8981\u6e90\u4e8e\u5176\u8868\u9762\u6027\u8d28\u548c\u6d3b\u6027\u4f4d\u70b9\u7684\u7ed3\u6784\u7279\u5f81\u5dee\u5f02\uff0c\u5177\u4f53\u8868\u73b0\u4e3a\uff1a\n\n1. \u6bd4\u8868\u9762\u79ef\uff1a\u7eb3\u7c73\u6750\u6599\u56e0\u7c92\u5f84\u6781\u5c0f\uff0c\u5177\u6709\u663e\u8457\u66f4\u5927\u7684\u6bd4\u8868\u9762\u79ef\uff0c\u63d0\u4f9b\u66f4\u591a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\uff1b\u5757\u4f53\u6750\u6599\u6bd4\u8868\u9762\u79ef\u8f83\u4f4e\uff0c\u6d3b\u6027\u4f4d\u70b9\u6709\u9650\u3002\n\n2. \u6676\u754c\u4e0e\u7f3a\u9677\uff1a\u7eb3\u7c73\u6750\u6599\u6676\u754c\u5bc6\u5ea6\u9ad8\uff0c\u7f3a\u9677\u4e30\u5bcc\u4e14\u591a\u6837\uff0c\u4f5c\u4e3a\u6d3b\u6027\u4e2d\u5fc3\u4fc3\u8fdb\u53cd\u5e94\uff1b\u5757\u4f53\u6750\u6599\u6676\u754c\u548c\u7f3a\u9677\u8f83\u5c11\uff0c\u6d3b\u6027\u4f4d\u70b9\u4e0d\u8db3\u3002\n\n3. \u8868\u9762\u5316\u5b66\u6027\u8d28\uff1a\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5b98\u80fd\u56e2\u4e30\u5bcc\u4e14\u6d3b\u8dc3\uff0c\u6709\u52a9\u4e8e\u53cd\u5e94\u7269\u7ed3\u5408\u4e0e\u8f6c\u5316\uff1b\u5757\u4f53\u6750\u6599\u8868\u9762\u5316\u5b66\u8f83\u7a33\u5b9a\uff0c\u6d3b\u6027\u8f83\u4f4e\u3002\n\n4. \u8868\u9762\u5f62\u8c8c\u4e0e\u7c97\u7cd9\u5ea6\uff1a\u7eb3\u7c73\u6750\u6599\u8868\u9762\u7c97\u7cd9\u4e14\u7ed3\u6784\u590d\u6742\uff0c\u589e\u52a0\u6d3b\u6027\u4f4d\u70b9\u79cd\u7c7b\u548c\u6570\u91cf\uff1b\u5757\u4f53\u6750\u6599\u8868\u9762\u5e73\u6574\uff0c\u6d3b\u6027\u4f4d\u70b9\u8f83\u5c11\u3002\n\n5. \u5c3a\u5bf8\u6548\u5e94\u4e0e\u91cf\u5b50\u6548\u5e94\uff1a\u7eb3\u7c73\u5c3a\u5ea6\u6539\u53d8\u7535\u5b50\u7ed3\u6784\uff0c\u8c03\u63a7\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\uff0c\u63d0\u5347\u50ac\u5316\u6d3b\u6027\uff1b\u5757\u4f53\u6750\u6599\u7f3a\u4e4f\u6b64\u6548\u5e94\u3002\n\n6. 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**\u8d85\u7ec6\u6676\u7c92\u5c3a\u5bf8\u4e0e\u9ad8\u5bc6\u5ea6\u6676\u754c** \n- \u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e100 nm\uff0c\u6676\u754c\u5bc6\u5ea6\u6781\u9ad8\u4e14\u7c7b\u578b\u591a\u6837\uff08\u5305\u62ec\u975e\u5e73\u8861\u9ad8\u80fd\u754c\u9762\u548c\u7279\u6b8a\u6676\u754c\u5982\u03a33\u5b6a\u6676\u754c\uff09\u3002 \n- \u9ad8\u5bc6\u5ea6\u6676\u754c\u6709\u6548\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u4f9d\u636e\u970d\u5c14-\u4f69\u5947\u5173\u7cfb\u663e\u8457\u63d0\u5347\u5f3a\u5ea6\u548c\u786c\u5ea6\uff1b\u7279\u6b8a\u6676\u754c\u5438\u6536\u548c\u91cd\u65b0\u5206\u5e03\u5e94\u529b\uff0c\u63d0\u5347\u97e7\u6027\u3002 \n- \u6676\u754c\u540c\u65f6\u4f5c\u4e3a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\uff0c\u4fc3\u8fdb\u53cd\u5e94\u7269\u5438\u9644\u548c\u8f6c\u5316\u3002\n\n2. **\u4e30\u5bcc\u4e14\u9ad8\u5bc6\u5ea6\u7684\u7f3a\u9677\u7ed3\u6784\u53ca\u7f3a\u9677-\u5e94\u529b\u8026\u5408** \n- 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\n\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5f62\u8c8c\u590d\u6742\u591a\u6837\uff0c\u9002\u4e2d\u7684\u7c97\u7cd9\u5ea6\u4e0d\u4ec5\u589e\u52a0\u4e86\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u7684\u79cd\u7c7b\u548c\u66b4\u9732\u9762\u79ef\uff0c\u8fd8\u6709\u52a9\u4e8e\u53cd\u5e94\u7269\u7684\u6709\u6548\u6269\u6563\u548c\u63a5\u89e6\uff0c\u63d0\u5347\u50ac\u5316\u53cd\u5e94\u7684\u52a8\u529b\u5b66\u6027\u80fd\u3002\u5e73\u6574\u7684\u5757\u4f53\u6750\u6599\u8868\u9762\u5219\u9650\u5236\u4e86\u6d3b\u6027\u4f4d\u70b9\u7684\u66b4\u9732\u548c\u50ac\u5316\u6548\u7387\u3002\n\n5. **\u5c3a\u5bf8\u6548\u5e94\u4e0e\u91cf\u5b50\u6548\u5e94\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u8c03\u63a7** \n\u7eb3\u7c73\u5c3a\u5ea6\u663e\u8457\u6539\u53d8\u6750\u6599\u7684\u7535\u5b50\u7ed3\u6784\uff0c\u8c03\u8282\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\uff0c\u4f18\u5316\u50ac\u5316\u53cd\u5e94\u7684\u80fd\u5792\u548c\u9009\u62e9\u6027\u3002\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4f7f\u5f97\u7eb3\u7c73\u6750\u6599\u5728\u50ac\u5316\u8fc7\u7a0b\u4e2d\u5c55\u73b0\u51fa\u72ec\u7279\u7684\u7535\u5b50\u6001\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u800c\u5757\u4f53\u6750\u6599\u56e0\u5c3a\u5bf8\u8f83\u5927\u7f3a\u4e4f\u6b64\u7c7b\u6548\u5e94\uff0c\u50ac\u5316\u6d3b\u6027\u76f8\u5bf9\u8f83\u5f31\u3002\n\n6. **\u7f3a\u9677\u5bc6\u5ea6\u7684\u53cc\u5203\u5251\u6548\u5e94\u53ca\u52a8\u6001\u8c03\u63a7** \n\u7f3a\u9677\u5728\u7eb3\u7c73\u6750\u6599\u4e2d\u65e2\u662f\u50ac\u5316\u6d3b\u6027\u7684\u91cd\u8981\u6765\u6e90\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u7a33\u5b9a\u6027\u7684\u8584\u5f31\u73af\u8282\u3002\u9002\u91cf\u7f3a\u9677\u80fd\u591f\u63d0\u5347\u50ac\u5316\u6d3b\u6027\uff0c\u4f46\u7f3a\u9677\u8fc7\u591a\u5219\u53ef\u80fd\u5f15\u53d1\u7ed3\u6784\u4e0d\u7a33\u5b9a\u3001\u50ac\u5316\u4f4d\u70b9\u5931\u6d3b\u6216\u6750\u6599\u8106\u5316\u3002\u901a\u8fc7\u5408\u7406\u7684\u5de5\u827a\u8bbe\u8ba1\u4e0e\u540e\u5904\u7406\u6280\u672f\u52a8\u6001\u8c03\u63a7\u7f3a\u9677\u5bc6\u5ea6\uff0c\u80fd\u591f\u5b9e\u73b0\u50ac\u5316\u6d3b\u6027\u4e0e\u7a33\u5b9a\u6027\u7684\u6700\u4f73\u5e73\u8861\uff0c\u63d0\u5347\u7eb3\u7c73\u6750\u6599\u7684\u7efc\u5408\u50ac\u5316\u6027\u80fd\u3002\n\n\u7efc\u4e0a\uff0c\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u7684\u4f18\u5f02\u6765\u6e90\u4e8e\u5176\u6781\u9ad8\u7684\u6bd4\u8868\u9762\u79ef\u3001\u4e30\u5bcc\u4e14\u591a\u6837\u7684\u6676\u754c\u548c\u7f3a\u9677\u7ed3\u6784\u3001\u6d3b\u8dc3\u591a\u6837\u7684\u8868\u9762\u5316\u5b66\u73af\u5883\u3001\u590d\u6742\u7684\u8868\u9762\u5f62\u8c8c\u4ee5\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u5e26\u6765\u7684\u5c3a\u5bf8\u548c\u91cf\u5b50\u6548\u5e94\u3002\u8fd9\u4e9b\u56e0\u7d20\u901a\u8fc7\u591a\u91cd\u534f\u540c\u4f5c\u7528\uff0c\u663e\u8457\u589e\u5f3a\u4e86\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u7684\u6570\u91cf\u4e0e\u6d3b\u6027\uff0c\u4f18\u5316\u4e86\u53cd\u5e94\u8def\u5f84\u548c\u9009\u62e9\u6027\uff0c\u540c\u65f6\u901a\u8fc7\u7f3a\u9677\u5bc6\u5ea6\u7684\u52a8\u6001\u8c03\u63a7\u4fdd\u969c\u4e86\u50ac\u5316\u6027\u80fd\u7684\u7a33\u5b9a\u6027\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u56e0\u7ed3\u6784\u548c\u5c3a\u5bf8\u9650\u5236\uff0c\u50ac\u5316\u6027\u80fd\u76f8\u5bf9\u8f83\u5f31\u3002\u8be5\u5206\u6790\u4e3a\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u5242\u7684\u8bbe\u8ba1\u4e0e\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u79d1\u5b66\u4e14\u5b9e\u7528\u7684\u6307\u5bfc\u6846\u67b6\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u878d\u521b\u667a\u80fd\u4f53", + "Description": "\u603b\u7ed3\u5e76\u63d0\u4ea4\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u6027\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\uff0c\u5b8c\u6210\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u5206\u6790\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action7" + ], + "Action_Result": "\u7ecf\u8fc7\u5bf9\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u548c\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u7684\u7efc\u5408\u5206\u6790\uff0c\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53\u548c\u79d1\u521b\u667a\u80fd\u4f53\u7684\u89c2\u70b9\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u5b8c\u5584\u50ac\u5316\u6027\u80fd\u7684\u6df1\u5ea6\u9610\u8ff0\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u4f18\u5f02\u6027\u603b\u7ed3\u5982\u4e0b\uff1a\n\n\u7eb3\u7c73\u6750\u6599\u7684\u4f18\u52bf\u4e3b\u8981\u6e90\u4e8e\u5176\u72ec\u7279\u7684\u7eb3\u7c73\u5c3a\u5ea6\u7ed3\u6784\u7279\u5f81\u3001\u591a\u6837\u4e14\u9ad8\u5bc6\u5ea6\u7684\u6676\u754c\u548c\u7f3a\u9677\u7ed3\u6784\u3001\u6781\u9ad8\u7684\u6bd4\u8868\u9762\u79ef\u53ca\u4e30\u5bcc\u7684\u8868\u9762\u5316\u5b66\u73af\u5883\u3001\u6676\u683c\u7578\u53d8\u4e0e\u5185\u5e94\u529b\u573a\u7684\u5f3a\u5316\u4f5c\u7528\uff0c\u4ee5\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u5e26\u6765\u7684\u5c3a\u5bf8\u548c\u91cf\u5b50\u6548\u5e94\u3002\u8fd9\u4e9b\u56e0\u7d20\u901a\u8fc7\u591a\u91cd\u534f\u540c\u673a\u5236\u76f8\u4e92\u4fc3\u8fdb\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6750\u6599\u7684\u673a\u68b0\u5f3a\u5ea6\u3001\u97e7\u6027\u548c\u50ac\u5316\u6d3b\u6027\u3002\n\n\u7279\u522b\u5730\uff0c\u7f3a\u9677\u5bc6\u5ea6\u7684\u5408\u7406\u52a8\u6001\u8c03\u63a7\u6210\u4e3a\u5b9e\u73b0\u5f3a\u5ea6\u3001\u97e7\u6027\u4e0e\u50ac\u5316\u6d3b\u6027\u53ca\u7a33\u5b9a\u6027\u5e73\u8861\u7684\u5173\u952e\u73af\u8282\uff0c\u786e\u4fdd\u7eb3\u7c73\u6750\u6599\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u9ad8\u6548\u4e14\u7a33\u5b9a\u7684\u6027\u80fd\u3002\n\n\u4ee5\u4e0b\u4e3a\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u6027\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\uff1a\n\n```\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u5206\u6790\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u4f18\u5f02\u6027\u53ef\u5f52\u7eb3\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u65b9\u9762\uff1a\n\n\u4e00\u3001\u7eb3\u7c73\u5c3a\u5ea6\u7ed3\u6784\u7279\u5f81 \n1. \u8d85\u7ec6\u6676\u7c92\u5c3a\u5bf8\u4e0e\u9ad8\u5bc6\u5ea6\u6676\u754c \n- \u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e100 nm\uff0c\u6676\u754c\u5bc6\u5ea6\u6781\u9ad8\u4e14\u7c7b\u578b\u591a\u6837\uff08\u5305\u62ec\u975e\u5e73\u8861\u9ad8\u80fd\u754c\u9762\u548c\u7279\u6b8a\u6676\u754c\u5982\u03a33\u5b6a\u6676\u754c\u7b49\uff09\u3002 \n- \u9ad8\u5bc6\u5ea6\u6676\u754c\u6709\u6548\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u4f9d\u636e\u970d\u5c14-\u4f69\u5947\u5173\u7cfb\u663e\u8457\u63d0\u5347\u5f3a\u5ea6\u548c\u786c\u5ea6\uff1b\u7279\u6b8a\u6676\u754c\u80fd\u5438\u6536\u5e76\u91cd\u65b0\u5206\u5e03\u5e94\u529b\uff0c\u7f13\u89e3\u5c40\u90e8\u5e94\u529b\u96c6\u4e2d\uff0c\u63d0\u5347\u97e7\u6027\u3002 \n- \u6676\u754c\u540c\u65f6\u4f5c\u4e3a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\uff0c\u4fc3\u8fdb\u53cd\u5e94\u7269\u5438\u9644\u548c\u8f6c\u5316\uff0c\u63d0\u5347\u50ac\u5316\u6548\u7387\u3002\n\n2. \u4e30\u5bcc\u4e14\u9ad8\u5bc6\u5ea6\u7684\u7f3a\u9677\u7ed3\u6784\u53ca\u7f3a\u9677-\u5e94\u529b\u8026\u5408 \n- \u7eb3\u7c73\u6750\u6599\u542b\u6709\u591a\u79cd\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u3001\u754c\u9762\u9519\u914d\u7b49\uff09\uff0c\u7f3a\u9677\u5bc6\u5ea6\u9ad8\u4e14\u5206\u5e03\u5747\u5300\u3002 \n- \u7f3a\u9677\u4e0e\u6676\u754c\u53ca\u5185\u5e94\u529b\u573a\u5f62\u6210\u590d\u6742\u8026\u5408\uff0c\u663e\u8457\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\u548c\u97e7\u6027\uff0c\u540c\u65f6\u6291\u5236\u88c2\u7eb9\u840c\u751f\u4e0e\u6269\u5c55\u3002 \n- \u7f3a\u9677\u4f5c\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\uff0c\u9002\u91cf\u7f3a\u9677\u63d0\u5347\u50ac\u5316\u6d3b\u6027\uff0c\u7f3a\u9677-\u5e94\u529b\u8026\u5408\u533a\u57df\u6210\u4e3a\u9ad8\u6d3b\u6027\u4e2d\u5fc3\u3002 \n- \u52a8\u6001\u8c03\u63a7\u7f3a\u9677\u5bc6\u5ea6\uff1a\u7f3a\u9677\u5bc6\u5ea6\u9700\u5408\u7406\u63a7\u5236\uff0c\u8fc7\u4f4e\u4e0d\u8db3\u4ee5\u5f62\u6210\u5f3a\u5316\u6548\u5e94\uff0c\u8fc7\u9ad8\u5219\u53ef\u80fd\u5f15\u53d1\u6750\u6599\u8106\u5316\u6216\u50ac\u5316\u7a33\u5b9a\u6027\u4e0b\u964d\u3002\u901a\u8fc7\u5de5\u827a\u8c03\u63a7\u5b9e\u73b0\u5f3a\u5ea6\u4e0e\u50ac\u5316\u6d3b\u6027\u53ca\u7a33\u5b9a\u6027\u7684\u6700\u4f73\u5e73\u8861\u3002\n\n\u4e8c\u3001\u8868\u9762\u53ca\u754c\u9762\u6548\u5e94 \n1. \u6781\u9ad8\u6bd4\u8868\u9762\u79ef\u53ca\u8868\u9762\u80fd \n- \u7eb3\u7c73\u6750\u6599\u6bd4\u8868\u9762\u79ef\u8fdc\u5927\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u63d0\u4f9b\u5927\u91cf\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\uff0c\u663e\u8457\u4fc3\u8fdb\u50ac\u5316\u53cd\u5e94\u3002 \n- 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+ } + ], + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5177\u6709\u66f4\u9ad8\u7684\u5f3a\u5ea6\u548c\u66f4\u4f18\u5f02\u7684\u50ac\u5316\u6027\u80fd\u7684\u539f\u56e0', 'Collaboration Process': [{'StepName': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790', 'TaskContent': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5982\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u3002', 'InputObject_List': [], 'OutputObject': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53A', '\u6750\u6599\u667a\u80fd\u4f53B', '\u6750\u6599\u667a\u80fd\u4f53C'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! and !<2>! perform the task of !<3>!, to obtain !<4>!.', 'data': {'0': {'text': '\u6750\u6599\u667a\u80fd\u4f53A', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u6750\u6599\u667a\u80fd\u4f53B', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53C', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5982\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u65b9\u6848\uff0c\u5305\u62ec\u7c92\u5f84\u3001\u6676\u683c\u7ed3\u6784\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7684\u6d4b\u5b9a\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u63d0\u51fa\u5229\u7528\u5148\u8fdb\u663e\u5fae\u548c\u884d\u5c04\u6280\u672f\u5bf9\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u8fdb\u884c\u8868\u5f81\u7684\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u8f85\u52a9\u7406\u89e3\u7ed3\u6784\u7279\u5f81\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548cC\u63d0\u51fa\u7684\u8868\u5f81\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\u7684\u5408\u7406\u6027\u4e0e\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5b8c\u5584\u8868\u5f81\u65b9\u6cd5\u7ec6\u8282\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u7ed3\u6784\u7279\u5f81\u7684\u89e3\u91ca\u80fd\u529b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\u5e76\u63d0\u4ea4\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790', 'TaskContent': '\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002', 'InputObject_List': [], 'OutputObject': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53A', '\u6750\u6599\u667a\u80fd\u4f53B', '\u6750\u6599\u667a\u80fd\u4f53C'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! and !<2>! perform the task of !<3>!, to obtain !<4>!.', 'data': {'0': {'text': '\u6750\u6599\u667a\u80fd\u4f53A', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u6750\u6599\u667a\u80fd\u4f53B', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53C', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u70b9\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u63d0\u51fa\u5206\u6790\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7684\u6d4b\u91cf\u6280\u672f\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u63d0\u51fa\u5229\u7528\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u89c2\u5bdf\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7684\u5177\u4f53\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u63d0\u51fa\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u7528\u4e8e\u7efc\u5408\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u6570\u636e\uff0c\u5f62\u6210\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u521d\u6b65\u63cf\u8ff0\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\uff0c\u63d0\u9ad8\u89c2\u5bdf\u7cbe\u5ea6\u548c\u6570\u636e\u53ef\u9760\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63cf\u8ff0\u51c6\u786e\u5168\u9762\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u89c2\u5bdf\u65b9\u6848\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83', 'TaskContent': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002', 'InputObject_List': ['\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81'], 'OutputObject': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53A', '\u6750\u6599\u667a\u80fd\u4f53B', '\u6750\u6599\u667a\u80fd\u4f53C'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53A', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6750\u6599\u667a\u80fd\u4f53B', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6750\u6599\u667a\u80fd\u4f53C', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u6bd4\u8f83\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u4e0e\u5757\u4f53\u6750\u6599\u5728\u6676\u4f53\u7f3a\u9677\u3001\u6676\u754c\u548c\u5c3a\u5bf8\u6548\u5e94\u65b9\u9762\u7684\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u5206\u6790\u5176\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u754c\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\uff0c\u5e76\u4e0e\u7eb3\u7c73\u6750\u6599\u8fdb\u884c\u5bf9\u6bd4\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u7ed3\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u63d0\u51fa\u5176\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u673a\u7406\u5206\u6790\uff0c\u5305\u62ec\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u50ac\u5316\u6027\u80fd\u673a\u7406\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u7684\u5bf9\u6bd4\u5206\u6790\uff0c\u8865\u5145\u5173\u952e\u5f71\u54cd\u56e0\u5b50\u7684\u8bba\u8ff0\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u7406\u7684\u5206\u6790\uff0c\u589e\u5f3a\u8bba\u8bc1\u7684\u6df1\u5ea6\u548c\u903b\u8f91\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u603b\u7ed3\u5e76\u6574\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u6210\u679c\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u53ca\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u6bd4\u8f83', 'TaskContent': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u53ca\u5176\u539f\u56e0\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7b49\u3002', 'InputObject_List': ['\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81'], 'OutputObject': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53A', '\u6750\u6599\u667a\u80fd\u4f53B', '\u6750\u6599\u667a\u80fd\u4f53C'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53A', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6750\u6599\u667a\u80fd\u4f53B', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6750\u6599\u667a\u80fd\u4f53C', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u53ca\u5176\u539f\u56e0\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u53ef\u80fd\u539f\u56e0\uff0c\u91cd\u70b9\u5206\u6790\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u7684\u53d8\u5316\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u50ac\u5316\u6027\u80fd\u76f8\u5bf9\u8f83\u4f4e\u7684\u539f\u56e0\uff0c\u91cd\u70b9\u5206\u6790\u6676\u4f53\u7f3a\u9677\u548c\u7535\u5b50\u6001\u5206\u5e03\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u7efc\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u63d0\u51fa\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\uff0c\u5982\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u5bc6\u5ea6\u548c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u4f9d\u636e\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u4e4b\u5904\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u5206\u6790\uff0c\u8865\u5145\u7535\u5b50\u7ed3\u6784\u4e0e\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u7684\u5177\u4f53\u5173\u7cfb\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u603b\u7ed3\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u7efc\u5408\u539f\u56e0\u603b\u7ed3', 'TaskContent': '\u7efc\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u56e0\u7d20\uff0c\u5f52\u7eb3\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u3002', 'InputObject_List': ['\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790', '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790'], 'OutputObject': '\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3', 'AgentSelection': ['\u6750\u6599\u667a\u80fd\u4f53A', '\u6750\u6599\u667a\u80fd\u4f53B', '\u6750\u6599\u667a\u80fd\u4f53C'], 'Collaboration_Brief_frontEnd': {'template': 'Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of !<5>!, to obtain !<6>!.', 'data': {'0': {'text': '\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6750\u6599\u667a\u80fd\u4f53A', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6750\u6599\u667a\u80fd\u4f53B', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6750\u6599\u667a\u80fd\u4f53C', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u7efc\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u56e0\u7d20\uff0c\u5f52\u7eb3\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': '\u57fa\u4e8e\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u63d0\u5347\u7684\u53ef\u80fd\u673a\u5236\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53B', 'Description': '\u57fa\u4e8e\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u53ef\u80fd\u539f\u56e0\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790']}, {'ActionType': 'Propose', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53C', 'Description': '\u7ed3\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6750\u6599\u667a\u80fd\u4f53A', 'Description': 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X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- \u76ee\u7684\uff1a\u5206\u6790\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u72b6\u6001\uff0c\u8bc4\u4f30\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u3002 \n- \u5b9e\u9a8c\u6b65\u9aa4\uff1a \n a. \u5728\u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u8fdb\u884cXPS\u6d4b\u8bd5\uff0c\u91c7\u96c6\u5143\u7d20\u7684\u6838\u5fc3\u80fd\u7ea7\u8c31\u3002 \n b. \u901a\u8fc7\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5404\u5143\u7d20\u542b\u91cf\u53ca\u5176\u5316\u5b66\u4ef7\u6001\u3002 \n c. \u82e5\u6761\u4ef6\u5141\u8bb8\uff0c\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\u4ee5\u83b7\u5f97\u8868\u9762\u5c42\u539a\u5ea6\u4fe1\u606f\u3002 \n- \u9884\u671f\u7ed3\u679c\uff1a\u660e\u786e\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u72b6\u6001\uff0c\u63ed\u793a\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u5206\u5e03\uff0c\u4e3a\u50ac\u5316\u6027\u80fd\u5206\u6790\u63d0\u4f9b\u4f9d\u636e\u3002\n\n\u7efc\u5408\u4e0a\u8ff0\u65b9\u6848\uff0c\u7ed3\u5408TEM/HRTEM\u7684\u5f62\u8c8c\u4e0e\u6676\u754c\u89c2\u5bdf\uff0cXRD\u7684\u6676\u4f53\u7ed3\u6784\u4e0e\u6676\u7c92\u5c3a\u5bf8\u6d4b\u5b9a\uff0c\u4ee5\u53caXPS\u7684\u8868\u9762\u6210\u5206\u5206\u6790\uff0c\u80fd\u591f\u7cfb\u7edf\u5168\u9762\u5730\u8868\u5f81\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u673a\u7406\u5206\u6790\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u8f85\u52a9\u7406\u89e3\u7ed3\u6784\u7279\u5f81\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u7c92\u5f84\u3001\u6676\u754c\u3001\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\uff09\u4e0e\u5176\u6027\u80fd\uff08\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\uff09\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u63d0\u51fa\u4ee5\u4e0b\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u8f85\u52a9\u7406\u89e3\u7ed3\u6784\u7279\u5f81\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\uff1a\n\n---\n\n### 1. \u7c92\u5f84\u6548\u5e94\u6a21\u578b\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u7eb3\u7c73\u6750\u6599\u4e2d\uff0c\u968f\u7740\u7c92\u5f84\u51cf\u5c0f\uff0c\u6750\u6599\u7684\u6bd4\u8868\u9762\u79ef\u663e\u8457\u589e\u5927\uff0c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u63d0\u9ad8\uff0c\u5bfc\u81f4\u8868\u9762\u80fd\u548c\u754c\u9762\u80fd\u5360\u6bd4\u589e\u52a0\uff0c\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u548c\u50ac\u5316\u6027\u80fd\u3002\n\n- **\u5f3a\u5ea6\u63d0\u5347\u673a\u5236**\uff1a \n - \u6839\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u5bfc\u81f4\u6676\u754c\u6570\u91cf\u589e\u52a0\uff0c\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u9ad8\u6750\u6599\u5c48\u670d\u5f3a\u5ea6\uff1a \n \\[\n \\sigma_y = \\sigma_0 + k d^{-1/2}\n \\]\n \u5176\u4e2d\uff0c\\(\\sigma_y\\)\u4e3a\u5c48\u670d\u5f3a\u5ea6\uff0c\\(\\sigma_0\\)\u4e3a\u57fa\u4f53\u5f3a\u5ea6\uff0c\\(k\\)\u4e3a\u6750\u6599\u5e38\u6570\uff0c\\(d\\)\u4e3a\u6676\u7c92\u5c3a\u5bf8\u3002 \n - \u5f53\u7c92\u5f84\u8fdb\u5165\u7eb3\u7c73\u5c3a\u5ea6\uff08\u901a\u5e38<100 nm\uff09\uff0c\u6676\u754c\u5360\u6bd4\u6781\u9ad8\uff0c\u6676\u754c\u5f3a\u5316\u660e\u663e\uff0c\u4f46\u5f53\u7c92\u5f84\u8fc7\u5c0f\uff08<10 nm\uff09\uff0c\u53ef\u80fd\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u964d\u4f4e\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u5236**\uff1a \n - \u7c92\u5f84\u51cf\u5c0f\u5bfc\u81f4\u6bd4\u8868\u9762\u79ef\u589e\u5927\uff0c\u66f4\u591a\u6d3b\u6027\u4f4d\u70b9\u66b4\u9732\uff0c\u63d0\u5347\u50ac\u5316\u53cd\u5e94\u901f\u7387\u3002 \n - \u5c0f\u7c92\u5f84\u4fc3\u8fdb\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u63d0\u9ad8\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\n\n---\n\n### 2. \u6676\u754c\u7ed3\u6784\u6a21\u578b\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u6676\u754c\u4f5c\u4e3a\u6676\u7c92\u95f4\u7684\u754c\u9762\uff0c\u5177\u6709\u8f83\u9ad8\u7684\u80fd\u91cf\u548c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u884c\u4e3a\u548c\u8868\u9762\u5316\u5b66\u6027\u8d28\u3002\n\n- **\u5f3a\u5ea6\u5f71\u54cd**\uff1a \n - \u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u969c\u788d\uff0c\u63d0\u9ad8\u6750\u6599\u5f3a\u5ea6\u3002 \n - \u4e0d\u540c\u7c7b\u578b\u6676\u754c\uff08\u5982\u9ad8\u89d2\u5ea6\u6676\u754c\u3001\u5b6a\u6676\u754c\uff09\u5bf9\u529b\u5b66\u6027\u80fd\u5f71\u54cd\u4e0d\u540c\uff0c\u9ad8\u89d2\u5ea6\u6676\u754c\u963b\u788d\u4f4d\u9519\u80fd\u529b\u66f4\u5f3a\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u5f71\u54cd**\uff1a \n - \u6676\u754c\u5904\u539f\u5b50\u914d\u4f4d\u4e0d\u9971\u548c\uff0c\u7535\u5b50\u7ed3\u6784\u5f02\u5e38\uff0c\u6210\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n - \u6676\u754c\u7684\u5b58\u5728\u4fc3\u8fdb\u5438\u9644\u548c\u6d3b\u5316\u53cd\u5e94\u7269\uff0c\u63d0\u9ad8\u50ac\u5316\u6548\u7387\u3002\n\n---\n\n### 3. \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u7eb3\u7c73\u6750\u6599\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u663e\u8457\u9ad8\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u8868\u9762\u539f\u5b50\u5177\u6709\u672a\u9971\u548c\u914d\u4f4d\u548c\u7279\u6b8a\u7684\u7535\u5b50\u7ed3\u6784\uff0c\u51b3\u5b9a\u5176\u5316\u5b66\u53cd\u5e94\u6d3b\u6027\u3002\n\n- **\u5f3a\u5ea6\u5f71\u54cd**\uff1a \n - \u8868\u9762\u539f\u5b50\u53ca\u5176\u5316\u5b66\u72b6\u6001\u5f71\u54cd\u6750\u6599\u7684\u8868\u9762\u80fd\u548c\u754c\u9762\u7ed3\u5408\u529b\uff0c\u8fdb\u800c\u5f71\u54cd\u6574\u4f53\u529b\u5b66\u6027\u80fd\u3002 \n - \u8868\u9762\u7f3a\u9677\u548c\u5438\u9644\u7269\u53ef\u80fd\u5f15\u53d1\u5e94\u529b\u96c6\u4e2d\uff0c\u5f71\u54cd\u6750\u6599\u97e7\u6027\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u5f71\u54cd**\uff1a \n - \u8868\u9762\u539f\u5b50\u79cd\u7c7b\u548c\u5316\u5b66\u4ef7\u6001\u51b3\u5b9a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u7684\u6027\u8d28\u3002 \n - \u8868\u9762\u6c27\u5316\u6001\u3001\u5438\u9644\u7269\u79cd\u7b49\u8c03\u63a7\u50ac\u5316\u53cd\u5e94\u8def\u5f84\u548c\u80fd\u5792\u3002\n\n---\n\n### \u7efc\u5408\u6a21\u578b\u6846\u67b6\n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f |\n|--------------------|------------------------------------|------------------------------------|----------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\) |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u96c6\u805a\uff0c\u6d3b\u6027\u4f4d\u70b9\u5f62\u6210 | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\u3001\u6676\u754c\u5bc6\u5ea6 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b |\n\n---\n\n### \u7ed3\u8bba\n\n\u8be5\u7406\u8bba\u5206\u6790\u6a21\u578b\u7efc\u5408\u8003\u8651\u7eb3\u7c73\u6750\u6599\u7684\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e09\u5927\u5fae\u89c2\u7ed3\u6784\u56e0\u7d20\uff0c\u901a\u8fc7\u7269\u7406\u673a\u5236\u548c\u5316\u5b66\u6027\u8d28\u7684\u53d8\u5316\uff0c\u7cfb\u7edf\u89e3\u91ca\u4e86\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\u3002\u57fa\u4e8e\u8be5\u6a21\u578b\uff0c\u53ef\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u6570\u636e\u7684\u89e3\u8bfb\u548c\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u57fa\u4e8e\u5177\u4f53\u6750\u6599\u4f53\u7cfb\uff08\u5982\u91d1\u5c5e\u3001\u6c27\u5316\u7269\u7b49\uff09\u7ec6\u5316\u6a21\u578b\u53c2\u6570\u548c\u673a\u7406\u5206\u6790\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548cC\u63d0\u51fa\u7684\u8868\u5f81\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\u7684\u5408\u7406\u6027\u4e0e\u53ef\u884c\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u6750\u6599\u667a\u80fd\u4f53B\u548cC\u7684\u65b9\u6848\u6574\u4f53\u5408\u7406\u4e14\u5177\u5907\u8f83\u5f3a\u7684\u53ef\u884c\u6027\uff1a\n\n1. **\u6750\u6599\u667a\u80fd\u4f53B\u7684\u5b9e\u9a8c\u8bbe\u8ba1**\uff1a \n\u65b9\u6848\u7ec6\u81f4\uff0c\u6db5\u76d6\u6837\u54c1\u5236\u5907\u3001TEM/HRTEM\u3001XRD\u548cXPS\u591a\u79cd\u5148\u8fdb\u6280\u672f\uff0c\u80fd\u591f\u5168\u9762\u83b7\u53d6\u7c92\u5f84\u3001\u6676\u754c\u548c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u5173\u952e\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\u3002\u6837\u54c1\u5236\u5907\u548c\u6d4b\u8bd5\u6b65\u9aa4\u9488\u5bf9\u6027\u5f3a\uff0c\u8003\u8651\u4e86\u4eea\u5668\u9700\u6c42\u548c\u6837\u54c1\u72b6\u6001\uff0c\u4fdd\u969c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002\n\n2. **\u6750\u6599\u667a\u80fd\u4f53C\u7684\u7406\u8bba\u6a21\u578b**\uff1a \n\u6a21\u578b\u57fa\u4e8e\u7ecf\u5178Hall-Petch\u5173\u7cfb\u53ca\u8868\u9762/\u6676\u754c\u7269\u7406\u5316\u5b66\u7279\u6027\uff0c\u7cfb\u7edf\u9610\u91ca\u4e86\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u903b\u8f91\u6e05\u6670\uff0c\u7269\u7406\u610f\u4e49\u660e\u786e\u3002\u8be5\u6a21\u578b\u4e3a\u540e\u7eed\u5b9e\u9a8c\u6570\u636e\u89e3\u91ca\u548c\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u3002\n\n\u603b\u7ed3\uff1a\u4e24\u8005\u65b9\u6848\u76f8\u8f85\u76f8\u6210\uff0c\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u7406\u8bba\u5206\u6790\u7ed3\u5408\u7d27\u5bc6\uff0c\u6709\u52a9\u4e8e\u6df1\u5165\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u5185\u5728\u8054\u7cfb\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5b8c\u5584\u8868\u5f81\u65b9\u6cd5\u7ec6\u8282\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\u548c\u7ec6\u5316\uff0c\u7279\u522b\u52a0\u5f3a\u4e86\u6837\u54c1\u5236\u5907\u7684\u89c4\u8303\u6027\uff0c\u8868\u5f81\u6b65\u9aa4\u7684\u64cd\u4f5c\u7ec6\u8282\uff0c\u4ee5\u53ca\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u65b9\u6cd5\uff0c\u786e\u4fdd\u83b7\u5f97\u66f4\u51c6\u786e\u3001\u53ef\u91cd\u590d\u7684\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\u3002\u540c\u65f6\u8865\u5145\u4e86\u5bf9\u53ef\u80fd\u51fa\u73b0\u7684\u5b9e\u9a8c\u8bef\u5dee\u548c\u6837\u54c1\u7a33\u5b9a\u6027\u7684\u63a7\u5236\u63aa\u65bd\uff0c\u4ee5\u63d0\u5347\u6574\u4f53\u65b9\u6848\u7684\u4e25\u8c28\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n## Improved version of \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\u6750\u6599\u667a\u80fd\u4f53B\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u8868\u5f81\uff0c\u8bbe\u8ba1\u5982\u4e0b\u4f18\u5316\u7684\u5177\u4f53\u5b9e\u9a8c\u65b9\u6848\uff0c\u7ed3\u5408\u5148\u8fdb\u663e\u5fae\u548c\u884d\u5c04\u6280\u672f\uff0c\u786e\u4fdd\u5168\u9762\u3001\u7cbe\u51c6\u83b7\u53d6\u7c92\u5f84\u3001\u6676\u754c\u53ca\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u4fe1\u606f\uff1a\n\n---\n\n### 1. \u6837\u54c1\u5236\u5907 \n- **\u5747\u5300\u5206\u6563\u5236\u5907** \n - \u91c7\u7528\u8d85\u58f0\u5206\u6563\u6280\u672f\uff0c\u786e\u4fdd\u7eb3\u7c73\u9897\u7c92\u5747\u5300\u5206\u5e03\uff0c\u907f\u514d\u56e2\u805a\u3002 \n - \u9009\u7528\u9002\u5b9c\u7684\u5206\u6563\u5242\uff08\u5982\u4e59\u9187\u3001\u6c34\u6216\u7279\u5b9a\u8868\u9762\u6d3b\u6027\u5242\uff09\uff0c\u4fdd\u8bc1\u5206\u6563\u6db2\u7a33\u5b9a\u6027\u3002 \n- **TEM/HRTEM\u6837\u54c1\u5236\u5907** \n - \u6ef4\u6d82\u6cd5\uff1a\u8d85\u58f0\u5206\u6563\u540e\u7684\u7eb3\u7c73\u9897\u7c92\u6eb6\u6db2\u6ef4\u6d82\u4e8e\u78b3\u819c\u94dc\u7f51\uff0c\u63a7\u5236\u6d53\u5ea6\u907f\u514d\u9897\u7c92\u91cd\u53e0\u3002 \n - \u5e72\u71e5\u6761\u4ef6\u63a7\u5236\uff08\u5982\u5ba4\u6e29\u5e72\u71e5\u6216\u771f\u7a7a\u5e72\u71e5\uff09\uff0c\u9632\u6b62\u6837\u54c1\u6c27\u5316\u6216\u5f62\u8c8c\u6539\u53d8\u3002 \n- **XRD\u6837\u54c1\u5236\u5907** \n - \u7c89\u672b\u6837\u54c1\u5145\u5206\u5e72\u71e5\uff0c\u7814\u78e8\u5747\u5300\uff0c\u538b\u5236\u6210\u5e73\u6574\u6837\u54c1\u7247\uff0c\u4fdd\u8bc1\u884d\u5c04\u4fe1\u53f7\u5747\u5300\u4e14\u65e0\u9897\u7c92\u53d6\u5411\u6027\u3002 \n- **XPS\u6837\u54c1\u5236\u5907** \n - \u91c7\u7528\u5e73\u6574\u4e14\u65e0\u6c61\u67d3\u7684\u6837\u54c1\u8868\u9762\uff0c\u907f\u514d\u7a7a\u6c14\u66b4\u9732\u5bfc\u81f4\u8868\u9762\u6c27\u5316\u3002 \n - \u5982\u6709\u5fc5\u8981\uff0c\u53ef\u5728\u60f0\u6027\u6c14\u6c1b\u4e0b\u8f6c\u79fb\u6837\u54c1\uff0c\u6216\u8868\u9762\u8fdb\u884c\u8f7b\u5fae\u79bb\u5b50\u6e05\u6d17\uff0c\u53bb\u9664\u6c61\u67d3\u5c42\u3002 \n\n---\n\n### 2. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09 \n- **\u76ee\u7684** \n - \u76f4\u63a5\u89c2\u5bdf\u7eb3\u7c73\u9897\u7c92\u7684\u7c92\u5f84\u5206\u5e03\u3001\u5f62\u8c8c\u53ca\u6676\u754c\u7ed3\u6784\u3002 \n - HRTEM\u89e3\u6790\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\u53ca\u6676\u683c\u7f3a\u9677\u3002 \n- **\u5b9e\u9a8c\u6b65\u9aa4** \n a. \u91c7\u7528\u9ad8\u5206\u8fa8TEM\u8bbe\u5907\uff0c\u83b7\u53d6\u591a\u4e2a\u89c6\u91ce\u7684\u4f4e\u500d\u53ca\u9ad8\u500d\u5f62\u8c8c\u56fe\u50cf\uff0c\u786e\u4fdd\u7edf\u8ba1\u4ee3\u8868\u6027\u3002 \n b. \u4f7f\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\uff08\u5982ImageJ\uff09\u7edf\u8ba1\u7c92\u5f84\uff0c\u7ed8\u5236\u7c92\u5f84\u5206\u5e03\u66f2\u7ebf\uff0c\u8ba1\u7b97\u5e73\u5747\u7c92\u5f84\u53ca\u7c92\u5f84\u5206\u5e03\u5bbd\u5ea6\u3002 \n c. HRTEM\u4e0b\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\uff08\u9ad8\u89d2\u5ea6\u6676\u754c\u3001\u5b6a\u751f\u754c\u3001\u4f4d\u9519\u7b49\uff09\uff0c\u8bb0\u5f55\u7f3a\u9677\u5bc6\u5ea6\u548c\u5206\u5e03\u3002 \n- **\u6570\u636e\u5904\u7406** \n - \u9897\u7c92\u5c3a\u5bf8\u7edf\u8ba1\u9700\u8986\u76d6\u81f3\u5c11300\u4e2a\u9897\u7c92\uff0c\u4fdd\u8bc1\u7edf\u8ba1\u5b66\u610f\u4e49\u3002 \n - \u6676\u754c\u7c7b\u578b\u5206\u7c7b\u6807\u51c6\u660e\u786e\uff0c\u7ed3\u5408\u6676\u683c\u53d6\u5411\u5206\u6790\u8f85\u52a9\u5224\u5b9a\u3002 \n- **\u9884\u671f\u7ed3\u679c** \n - \u660e\u786e\u7c92\u5f84\u8303\u56f4\u3001\u9897\u7c92\u5f62\u8c8c\u7279\u5f81\u53ca\u6676\u754c\u7ed3\u6784\uff0c\u4e3a\u7406\u89e3\u529b\u5b66\u548c\u50ac\u5316\u6027\u80fd\u63d0\u4f9b\u5fae\u89c2\u4f9d\u636e\u3002 \n\n---\n\n### 3. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- **\u76ee\u7684** \n - \u786e\u5b9a\u7eb3\u7c73\u6750\u6599\u6676\u4f53\u7ed3\u6784\u7c7b\u578b\u3001\u6676\u683c\u53c2\u6570\u53ca\u7ed3\u6676\u5ea6\u3002 \n - \u901a\u8fc7\u5cf0\u5bbd\u4f30\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u6676\u683c\u5e94\u53d8\u3002 \n- **\u5b9e\u9a8c\u6b65\u9aa4** \n a. \u4f7f\u7528\u9ad8\u5206\u8fa8XRD\u4eea\u5668\uff0c\u626b\u63cf2\u03b8\u89d2\u8986\u76d6\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u786e\u4fdd\u5cf0\u5f62\u6e05\u6670\u3002 \n b. \u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff1a \n \\[\n D = \\frac{K \\lambda}{\\beta \\cos \\theta}\n \\] \n \u5176\u4e2d\uff0c\\(D\\)\u4e3a\u6676\u7c92\u5c3a\u5bf8\uff0c\\(K\\)\u4e3a\u5f62\u72b6\u56e0\u5b50\uff08\u901a\u5e38\u53d60.9\uff09\uff0c\\(\\lambda\\)\u4e3aX\u5c04\u7ebf\u6ce2\u957f\uff0c\\(\\beta\\)\u4e3a\u5cf0\u5bbd\uff08\u534a\u9ad8\u5bbd\uff0c\u5355\u4f4d\u5f27\u5ea6\uff09\uff0c\\(\\theta\\)\u4e3a\u884d\u5c04\u89d2\u3002 \n c. \u901a\u8fc7\u5cf0\u4f4d\u504f\u79fb\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u8bc4\u4f30\u6676\u683c\u5e94\u53d8\u548c\u7ed3\u6676\u8d28\u91cf\u3002 \n- **\u6570\u636e\u5904\u7406** \n - \u91c7\u7528\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\u8f6f\u4ef6\uff08\u5982Origin\u6216\u4e13\u4e1aXRD\u5206\u6790\u8f6f\u4ef6\uff09\u51c6\u786e\u63d0\u53d6\u5cf0\u53c2\u6570\u3002 \n - \u591a\u6b21\u6d4b\u91cf\u4ee5\u786e\u8ba4\u6570\u636e\u91cd\u590d\u6027\u3002 \n- **\u9884\u671f\u7ed3\u679c** \n - \u83b7\u5f97\u6676\u4f53\u7ed3\u6784\u4fe1\u606f\uff0c\u786e\u8ba4\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u5c3a\u5bf8\u53ca\u7ed3\u6676\u5ea6\uff0c\u8f85\u52a9\u89e3\u91ca\u6750\u6599\u6027\u80fd\u3002 \n\n---\n\n### 4. X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- **\u76ee\u7684** \n - \u5206\u6790\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u72b6\u6001\uff0c\u8bc4\u4f30\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u3002 \n- **\u5b9e\u9a8c\u6b65\u9aa4** \n a. \u5728\u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u8fdb\u884cXPS\u6d4b\u8bd5\uff0c\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\u3002 \n b. \u91c7\u7528\u5cf0\u62df\u5408\u8f6f\u4ef6\uff08\u5982CasaXPS\uff09\u8fdb\u884c\u591a\u5cf0\u62df\u5408\uff0c\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n c. \u5982\u6761\u4ef6\u5141\u8bb8\uff0c\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff08\u79bb\u5b50\u523b\u8680\u7ed3\u5408XPS\uff09\u83b7\u5f97\u8868\u9762\u5c42\u539a\u5ea6\u53ca\u6210\u5206\u5206\u5e03\u3002 \n- **\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd** \n - \u907f\u514d\u6837\u54c1\u5728\u7a7a\u6c14\u4e2d\u957f\u65f6\u95f4\u66b4\u9732\uff0c\u51cf\u5c11\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n - \u91c7\u7528\u60f0\u6027\u6c14\u6c1b\u8f6c\u79fb\u6216\u539f\u4f4d\u6d4b\u8bd5\u6280\u672f\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002 \n- **\u9884\u671f\u7ed3\u679c** \n - \u660e\u786e\u8868\u9762\u5143\u7d20\u7ec4\u6210\u53ca\u5316\u5b66\u72b6\u6001\uff0c\u63ed\u793a\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u5206\u5e03\uff0c\u4e3a\u50ac\u5316\u6027\u80fd\u5206\u6790\u63d0\u4f9b\u4f9d\u636e\u3002 \n\n---\n\n### 5. \u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1 \n- \u591a\u6b21\u72ec\u7acb\u5236\u5907\u6837\u54c1\u53ca\u91cd\u590d\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u53ef\u9760\u6027\u3002 \n- \u5bf9\u6bd4\u4e0d\u540c\u6280\u672f\u6d4b\u5f97\u7684\u7c92\u5f84\u548c\u6676\u7c92\u5c3a\u5bf8\uff0c\u4ea4\u53c9\u9a8c\u8bc1\u7ed3\u679c\u4e00\u81f4\u6027\u3002 \n- \u5bf9\u6837\u54c1\u7684\u7a33\u5b9a\u6027\u8fdb\u884c\u8bc4\u4f30\uff0c\u9632\u6b62\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\u5f62\u8c8c\u6216\u6210\u5206\u53d1\u751f\u53d8\u5316\u3002 \n\n---\n\n### \u603b\u7ed3 \n\u901a\u8fc7\u4f18\u5316\u7684\u6837\u54c1\u5236\u5907\u6d41\u7a0b\u548c\u7ec6\u5316\u7684\u6d4b\u8bd5\u6b65\u9aa4\uff0c\u7ed3\u5408TEM/HRTEM\u7684\u5f62\u8c8c\u4e0e\u6676\u754c\u89c2\u5bdf\uff0cXRD\u7684\u6676\u4f53\u7ed3\u6784\u4e0e\u6676\u7c92\u5c3a\u5bf8\u6d4b\u5b9a\uff0c\u4ee5\u53caXPS\u7684\u8868\u9762\u6210\u5206\u5206\u6790\uff0c\u80fd\u591f\u7cfb\u7edf\u5168\u9762\u3001\u51c6\u786e\u5730\u8868\u5f81\u7eb3\u7c73\u6750\u6599\u7684\u7c92\u5f84\u3001\u6676\u754c\u53ca\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u673a\u7406\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u7684\u5b9e\u9a8c\u57fa\u7840\u3002\n\n--- \n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u63d0\u4f9b\u9488\u5bf9\u7279\u5b9a\u6750\u6599\u4f53\u7cfb\u7684\u8868\u5f81\u7ec6\u8282\u4f18\u5316\u5efa\u8bae\u6216\u6570\u636e\u5206\u6790\u65b9\u6cd5\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u7ed3\u6784\u7279\u5f81\u7684\u89e3\u91ca\u80fd\u529b\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8c03\u6574\u548c\u7ec6\u5316\u7406\u8bba\u6a21\u578b\u4e2d\u7684\u5173\u952e\u53c2\u6570\u548c\u673a\u7406\u63cf\u8ff0\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u89e3\u91ca\u80fd\u529b\uff0c\u5e76\u4e3a\u540e\u7eed\u4e0d\u540c\u6750\u6599\u4f53\u7cfb\u7684\u5177\u4f53\u5e94\u7528\u63d0\u4f9b\u66f4\u5177\u6307\u5bfc\u6027\u7684\u6846\u67b6\u3002\n\n## Improved version of \u7406\u8bba\u5206\u6790\u6a21\u578b\n\n---\n\n### 1. \u7c92\u5f84\u6548\u5e94\u6a21\u578b\uff08\u7ec6\u5316\u53c2\u6570\u4e0e\u9002\u7528\u8303\u56f4\uff09\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u51cf\u5c0f\u5bfc\u81f4\u6bd4\u8868\u9762\u79ef\u663e\u8457\u589e\u52a0\uff0c\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u63d0\u9ad8\uff0c\u8868\u9762\u548c\u754c\u9762\u80fd\u5360\u6bd4\u589e\u5927\uff0c\u5f71\u54cd\u529b\u5b66\u548c\u50ac\u5316\u6027\u80fd\u3002\n\n- **\u5f3a\u5ea6\u63d0\u5347\u673a\u5236**\uff1a \n - \u7ecf\u5178Hall-Petch\u5173\u7cfb\u9002\u7528\u4e8e\u6676\u7c92\u5c3a\u5bf8\u7ea6\u5728100 nm\u81f310 nm\u8303\u56f4\u5185\uff0c\u516c\u5f0f\u4e3a\uff1a \n \\[\n \\sigma_y = \\sigma_0 + k d^{-1/2}\n \\] \n \u5176\u4e2d\uff0c\\(\\sigma_0\\)\u4e3a\u5355\u6676\u6216\u57fa\u4f53\u5c48\u670d\u5f3a\u5ea6\uff0c\\(k\\)\u4e3a\u6750\u6599\u7279\u5b9a\u7684\u5f3a\u5316\u7cfb\u6570\uff0c\\(d\\)\u4e3a\u6676\u7c92\u5c3a\u5bf8\u3002 \n - \u5bf9\u4e8e\u7c92\u5f84\u4f4e\u4e8e\u7ea610 nm\u7684\u8d85\u7ec6\u6676\u7c92\uff0c\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u6676\u754c\u6ed1\u79fb\u548c\u6269\u6563\u673a\u5236\u5360\u4e3b\u5bfc\uff0c\u5bfc\u81f4\u5f3a\u5ea6\u4e0b\u964d\u3002 \n - \u5f3a\u5316\u53c2\u6570\\(k\\)\u5e94\u6839\u636e\u6750\u6599\u7c7b\u578b\uff08\u5982\u91d1\u5c5e\u3001\u9676\u74f7\uff09\u548c\u6676\u754c\u7279\u6027\u8fdb\u884c\u8c03\u6574\uff0c\u901a\u5e38\u901a\u8fc7\u5b9e\u9a8c\u62df\u5408\u83b7\u5f97\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u5236**\uff1a \n - \u7c92\u5f84\u51cf\u5c0f\u5e26\u6765\u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u6d3b\u6027\u4f4d\u70b9\u5bc6\u5ea6\u63d0\u5347\u3002 \n - \u7eb3\u7c73\u7c92\u5b50\u5c3a\u5bf8\u8c03\u63a7\u53ef\u5f15\u8d77\u7535\u5b50\u7ed3\u6784\u91cd\u65b0\u6392\u5217\uff08\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff09\uff0c\u5f71\u54cd\u50ac\u5316\u53cd\u5e94\u7684\u5438\u9644\u80fd\u548c\u53cd\u5e94\u6d3b\u5316\u80fd\u3002 \n - \u4e0d\u540c\u6750\u6599\u4f53\u7cfb\u7684\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u53c2\u6570\uff08\u5982d\u5e26\u4e2d\u5fc3\u4f4d\u7f6e\uff09\u5e94\u7ed3\u5408\u5177\u4f53\u6750\u6599\u8fdb\u884c\u4fee\u6b63\u3002\n\n---\n\n### 2. \u6676\u754c\u7ed3\u6784\u6a21\u578b\uff08\u5f15\u5165\u6676\u754c\u80fd\u53ca\u7c7b\u578b\u5f71\u54cd\uff09\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u6676\u754c\u4f5c\u4e3a\u9ad8\u80fd\u754c\u9762\uff0c\u5177\u6709\u4e30\u5bcc\u7684\u7f3a\u9677\u548c\u4e0d\u9971\u548c\u539f\u5b50\uff0c\u5f71\u54cd\u4f4d\u9519\u8fd0\u52a8\u548c\u8868\u9762\u5316\u5b66\u6d3b\u6027\u3002\n\n- **\u5f3a\u5ea6\u5f71\u54cd**\uff1a \n - \u6676\u754c\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u548c\u6676\u754c\u5bc6\u5ea6\u51b3\u5b9a\u5f3a\u5316\u6548\u679c\u3002 \n - \u9ad8\u89d2\u5ea6\u6676\u754c\uff08misorientation >15\u00b0\uff09\u901a\u5e38\u63d0\u4f9b\u66f4\u5f3a\u7684\u4f4d\u9519\u963b\u788d\u80fd\u529b\uff0c\u5b6a\u6676\u754c\u548c\u4f4e\u89d2\u5ea6\u6676\u754c\u5f3a\u5316\u76f8\u5bf9\u8f83\u5f31\u3002 \n - \u6676\u754c\u7ed3\u6784\u548c\u7a33\u5b9a\u6027\uff08\u5982\u6676\u754c\u8fc1\u79fb\u548c\u5438\u9644\uff09\u5f71\u54cd\u6750\u6599\u7684\u957f\u671f\u529b\u5b66\u6027\u80fd\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u5f71\u54cd**\uff1a \n - \u6676\u754c\u5904\u539f\u5b50\u914d\u4f4d\u4e0d\u9971\u548c\uff0c\u7535\u5b50\u6001\u5c40\u57df\u5316\uff0c\u6210\u4e3a\u4f18\u5f02\u7684\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n - \u6676\u754c\u80fd\u53ca\u5176\u5316\u5b66\u73af\u5883\u5f71\u54cd\u5438\u9644\u7269\u79cd\u7684\u7ed3\u5408\u80fd\u548c\u53cd\u5e94\u8def\u5f84\u3002 \n - \u6676\u754c\u5bc6\u5ea6\u548c\u7c7b\u578b\u5206\u5e03\u5e94\u4f5c\u4e3a\u50ac\u5316\u6d3b\u6027\u8bc4\u4f30\u7684\u91cd\u8981\u53c2\u6570\u3002\n\n---\n\n### 3. \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b\uff08\u5f3a\u5316\u8868\u9762\u5316\u5b66\u6001\u8c03\u63a7\uff09\n\n- **\u7406\u8bba\u57fa\u7840**\uff1a\u7eb3\u7c73\u6750\u6599\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u8fdc\u9ad8\u4e8e\u5757\u4f53\uff0c\u8868\u9762\u539f\u5b50\u5177\u6709\u672a\u9971\u548c\u914d\u4f4d\u548c\u72ec\u7279\u7535\u5b50\u7ed3\u6784\uff0c\u51b3\u5b9a\u5316\u5b66\u53cd\u5e94\u6d3b\u6027\u3002\n\n- **\u5f3a\u5ea6\u5f71\u54cd**\uff1a \n - \u8868\u9762\u539f\u5b50\u53ca\u5176\u5316\u5b66\u72b6\u6001\u5f71\u54cd\u8868\u9762\u80fd\u548c\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u5f71\u54cd\u7eb3\u7c73\u9897\u7c92\u7684\u56e2\u805a\u884c\u4e3a\u548c\u529b\u5b66\u97e7\u6027\u3002 \n - \u8868\u9762\u7f3a\u9677\uff08\u7a7a\u4f4d\u3001\u5438\u9644\u7269\uff09\u53ef\u5bfc\u81f4\u5e94\u529b\u96c6\u4e2d\uff0c\u5f71\u54cd\u6750\u6599\u65ad\u88c2\u97e7\u6027\u3002\n\n- **\u50ac\u5316\u6027\u80fd\u5f71\u54cd**\uff1a \n - \u8868\u9762\u5143\u7d20\u79cd\u7c7b\u3001\u5316\u5b66\u4ef7\u6001\u53ca\u5176\u5206\u5e03\u51b3\u5b9a\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u7684\u6027\u8d28\u548c\u53cd\u5e94\u9009\u62e9\u6027\u3002 \n - \u8868\u9762\u6c27\u5316\u6001\u548c\u5438\u9644\u7269\u79cd\u8c03\u63a7\u50ac\u5316\u53cd\u5e94\u80fd\u5792\u548c\u8def\u5f84\uff0c\u5f71\u54cd\u50ac\u5316\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002 \n - \u901a\u8fc7XPS\u7b49\u6280\u672f\u5b9a\u91cf\u5206\u6790\u8868\u9762\u5316\u5b66\u6001\uff0c\u7ed3\u5408\u53cd\u5e94\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5efa\u7acb\u7ed3\u6784-\u6027\u80fd\u5b9a\u91cf\u5173\u7cfb\u3002\n\n---\n\n### 4. \u7efc\u5408\u6a21\u578b\u6846\u67b6\uff08\u53c2\u6570\u5316\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\uff09\n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f\u53ca\u8bf4\u660e |\n|--------------------|--------------------------------------|--------------------------------------|---------------------------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\uff0c\\(k\\)\u4f9d\u6750\u6599\u8c03\u6574\uff1b\u9006Hall-Petch\u4e34\u754c\u5c3a\u5bf8\u7ea610 nm |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u6676\u754c\u80fd\uff0c\u6676\u754c\u7c7b\u578b | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6676\u754c\u5bc6\u5ea6\uff0c\u6676\u754c\u9519\u914d\u89d2\u5ea6\u5206\u5e03 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u5316\u5b66\u4ef7\u6001 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b\uff0c\u5438\u9644\u80fd\uff0c\u53cd\u5e94\u6d3b\u5316\u80fd |\n\n---\n\n### 5. \u7ed3\u8bba\u4e0e\u5e94\u7528\u6307\u5bfc\n\n- \u672c\u6a21\u578b\u901a\u8fc7\u5f15\u5165\u6750\u6599\u7279\u5f02\u6027\u53c2\u6570\uff08\u5982\u5f3a\u5316\u7cfb\u6570\\(k\\)\u3001\u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u3001\u8868\u9762\u5316\u5b66\u6001\u5206\u5e03\uff09\u548c\u5173\u952e\u5c3a\u5bf8\u9608\u503c\uff0c\u589e\u5f3a\u4e86\u5bf9\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u5b9a\u91cf\u89e3\u91ca\u80fd\u529b\u3002 \n- \u6a21\u578b\u5f3a\u8c03\u591a\u56e0\u7d20\u8026\u5408\u6548\u5e94\uff0c\u63d0\u793a\u5728\u8bbe\u8ba1\u7eb3\u7c73\u6750\u6599\u65f6\u9700\u7efc\u5408\u8003\u8651\u7c92\u5f84\u63a7\u5236\u3001\u6676\u754c\u5de5\u7a0b\u548c\u8868\u9762\u5316\u5b66\u8c03\u63a7\u3002 \n- \u9488\u5bf9\u4e0d\u540c\u6750\u6599\u4f53\u7cfb\uff08\u91d1\u5c5e\u3001\u6c27\u5316\u7269\u3001\u5408\u91d1\u7b49\uff09\uff0c\u53ef\u57fa\u4e8e\u672c\u6a21\u578b\u8c03\u6574\u53c2\u6570\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u5b9e\u73b0\u6027\u80fd\u9884\u6d4b\u548c\u4f18\u5316\u8bbe\u8ba1\u3002 \n- \u672a\u6765\u53ef\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\uff08\u5982\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u3001\u5206\u5b50\u52a8\u529b\u5b66\uff09\u8fdb\u4e00\u6b65\u7ec6\u5316\u7535\u5b50\u7ed3\u6784\u548c\u754c\u9762\u673a\u5236\uff0c\u63d0\u5347\u6a21\u578b\u7cbe\u5ea6\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u534f\u52a9\u57fa\u4e8e\u5177\u4f53\u6750\u6599\u4f53\u7cfb\uff08\u5982\u7eb3\u7c73\u91d1\u5c5e\u50ac\u5316\u5242\u3001\u6c27\u5316\u7269\u534a\u5bfc\u4f53\u7b49\uff09\u8fdb\u4e00\u6b65\u7ec6\u5316\u6a21\u578b\u53c2\u6570\u548c\u673a\u7406\u5206\u6790\uff0c\u4fc3\u8fdb\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u6df1\u5ea6\u878d\u5408\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u8c03\u6574\u548c\u5f3a\u5316\u540e\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\u7248\u672c\uff0c\u671f\u5f85\u4e3a\u5b9e\u9a8c\u6570\u636e\u89e3\u8bfb\u548c\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u66f4\u5f3a\u6709\u529b\u7684\u7406\u8bba\u652f\u6301\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u6a21\u578b\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\u5e76\u63d0\u4ea4\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u5bf9\u6750\u6599\u667a\u80fd\u4f53B\u4f18\u5316\u5b8c\u5584\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u548c\u6750\u6599\u667a\u80fd\u4f53C\u7ec6\u5316\u5f3a\u5316\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\u7684\u7efc\u5408\u8003\u91cf\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\u6574\u5408\u5982\u4e0b\uff0c\u65e8\u5728\u901a\u8fc7\u4e25\u8c28\u7684\u5b9e\u9a8c\u8868\u5f81\u4e0e\u6df1\u5165\u7684\u7406\u8bba\u89e3\u6790\u76f8\u7ed3\u5408\uff0c\u7cfb\u7edf\u5168\u9762\u5730\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u3001\u6676\u754c\u53ca\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u5e76\u4e3a\u5176\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u7406\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n## \u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u6700\u7ec8\u65b9\u6848\n\n### \u4e00\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff08\u6750\u6599\u667a\u80fd\u4f53B\u4f18\u5316\u7248\uff09\n\n1. **\u6837\u54c1\u5236\u5907** \n - \u91c7\u7528\u8d85\u58f0\u5206\u6563\u6280\u672f\u53ca\u9002\u5b9c\u5206\u6563\u5242\uff0c\u786e\u4fdd\u7eb3\u7c73\u9897\u7c92\u5747\u5300\u5206\u6563\uff0c\u907f\u514d\u56e2\u805a\u3002 \n - TEM/HRTEM\u6837\u54c1\u91c7\u7528\u6ef4\u6d82\u6cd5\uff0c\u63a7\u5236\u9897\u7c92\u6d53\u5ea6\u53ca\u5e72\u71e5\u6761\u4ef6\uff0c\u9632\u6b62\u5f62\u8c8c\u6539\u53d8\u548c\u6c27\u5316\u3002 \n - XRD\u6837\u54c1\u4e3a\u5747\u5300\u7814\u78e8\u7684\u7c89\u672b\uff0c\u538b\u5236\u6210\u5e73\u6574\u6837\u54c1\u7247\uff0c\u4fdd\u8bc1\u884d\u5c04\u4fe1\u53f7\u5747\u5300\u3002 \n - XPS\u6837\u54c1\u8868\u9762\u5e73\u6574\u65e0\u6c61\u67d3\uff0c\u5fc5\u8981\u65f6\u91c7\u53d6\u60f0\u6027\u6c14\u6c1b\u8f6c\u79fb\u6216\u79bb\u5b50\u6e05\u6d17\uff0c\u51cf\u5c11\u8868\u9762\u6c27\u5316\u3002 \n\n2. **\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09** \n - \u83b7\u5f97\u591a\u4e2a\u89c6\u91ce\u7684\u4f4e\u500d\u53ca\u9ad8\u500d\u5f62\u8c8c\u56fe\u50cf\uff0c\u7edf\u8ba1\u4e0d\u5c11\u4e8e300\u4e2a\u9897\u7c92\u7684\u7c92\u5f84\u5206\u5e03\u3002 \n - \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u8fdb\u884c\u7c92\u5f84\u7edf\u8ba1\uff0c\u7ed8\u5236\u5206\u5e03\u66f2\u7ebf\uff0c\u8ba1\u7b97\u5e73\u5747\u7c92\u5f84\u53ca\u5206\u5e03\u5bbd\u5ea6\u3002 \n - HRTEM\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\uff08\u9ad8\u89d2\u5ea6\u6676\u754c\u3001\u5b6a\u751f\u754c\u3001\u4f4d\u9519\u7b49\uff09\u53ca\u7f3a\u9677\u5bc6\u5ea6\u3002 \n\n3. **X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09** \n - \u626b\u63cf\u8986\u76d6\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u5cf0\u4f4d\u53ca\u5cf0\u5f62\uff0c\u8bc4\u4f30\u6676\u683c\u5e94\u53d8\u548c\u7ed3\u6676\u5ea6\u3002 \n - \u4f7f\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\uff0c\u91cd\u590d\u6d4b\u91cf\u9a8c\u8bc1\u3002 \n\n4. **X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09** \n - \u5728\u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\uff0c\u91c7\u7528\u591a\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n - \u5982\u6761\u4ef6\u5141\u8bb8\uff0c\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff08\u79bb\u5b50\u523b\u8680\u7ed3\u5408XPS\uff09\u83b7\u53d6\u8868\u9762\u5c42\u6210\u5206\u5206\u5e03\u3002 \n - \u91c7\u53d6\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u907f\u514d\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\uff0c\u63d0\u5347\u6570\u636e\u53ef\u9760\u6027\u3002 \n\n5. **\u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1** \n - \u591a\u6b21\u6837\u54c1\u5236\u5907\u548c\u91cd\u590d\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u53ef\u9760\u6027\u3002 \n - \u4ea4\u53c9\u9a8c\u8bc1\u4e0d\u540c\u6280\u672f\uff08\u5982TEM\u7c92\u5f84\u4e0eXRD\u6676\u7c92\u5c3a\u5bf8\uff09\u6570\u636e\u4e00\u81f4\u6027\u3002 \n - \u8bc4\u4f30\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u8868\u5f81\u8fc7\u7a0b\u4e2d\u5f62\u8c8c\u6216\u6210\u5206\u53d8\u5316\u3002 \n\n---\n\n### \u4e8c\u3001\u7406\u8bba\u5206\u6790\u6a21\u578b\uff08\u6750\u6599\u667a\u80fd\u4f53C\u5f3a\u5316\u7248\uff09\n\n1. **\u7c92\u5f84\u6548\u5e94\u6a21\u578b** \n - \u9002\u7528\u8303\u56f4\uff1a\u6676\u7c92\u5c3a\u5bf8\u7ea610 nm\u81f3100 nm\uff0c\u9075\u5faa\u7ecf\u5178Hall-Petch\u5173\u7cfb\uff0c\\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\u3002 \n - \u9006Hall-Petch\u6548\u5e94\u51fa\u73b0\u4e8e\u7c92\u5f84<10 nm\uff0c\u6676\u754c\u6ed1\u79fb\u548c\u6269\u6563\u673a\u5236\u4e3b\u5bfc\uff0c\u5f3a\u5ea6\u4e0b\u964d\u3002 \n - \u50ac\u5316\u6027\u80fd\u56e0\u7c92\u5f84\u51cf\u5c0f\u6bd4\u8868\u9762\u79ef\u589e\u5927\uff0c\u6d3b\u6027\u4f4d\u70b9\u5bc6\u5ea6\u63d0\u5347\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u8c03\u63a7\u7535\u5b50\u7ed3\u6784\uff0c\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u6d3b\u5316\u80fd\u3002 \n\n2. **\u6676\u754c\u7ed3\u6784\u6a21\u578b** \n - \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u53ca\u6676\u754c\u5bc6\u5ea6\u3001\u7c7b\u578b\uff08\u9ad8\u89d2\u5ea6\u3001\u5b6a\u751f\u3001\u4f4e\u89d2\u5ea6\uff09\u51b3\u5b9a\u4f4d\u9519\u963b\u788d\u80fd\u529b\u53ca\u50ac\u5316\u6d3b\u6027\u3002 \n - \u9ad8\u89d2\u5ea6\u6676\u754c\u963b\u788d\u4f4d\u9519\u66f4\u5f3a\uff0c\u6676\u754c\u5904\u4e0d\u9971\u548c\u539f\u5b50\u548c\u7f3a\u9677\u6210\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n - \u6676\u754c\u7684\u5316\u5b66\u73af\u5883\u5f71\u54cd\u5438\u9644\u7269\u7ed3\u5408\u80fd\u548c\u53cd\u5e94\u8def\u5f84\u3002 \n\n3. **\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b** \n - \u8868\u9762\u539f\u5b50\u672a\u9971\u548c\u914d\u4f4d\u548c\u72ec\u7279\u7535\u5b50\u7ed3\u6784\u51b3\u5b9a\u8868\u9762\u80fd\u548c\u5316\u5b66\u53cd\u5e94\u6d3b\u6027\u3002 \n - \u8868\u9762\u5316\u5b66\u4ef7\u6001\u53ca\u5143\u7d20\u5206\u5e03\u8c03\u63a7\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u6027\u8d28\u548c\u53cd\u5e94\u9009\u62e9\u6027\u3002 \n - \u8868\u9762\u7f3a\u9677\u548c\u5438\u9644\u7269\u53ef\u80fd\u5bfc\u81f4\u5e94\u529b\u96c6\u4e2d\uff0c\u5f71\u54cd\u529b\u5b66\u97e7\u6027\u3002 \n\n4. **\u7efc\u5408\u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6**\n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f\u53ca\u8bf4\u660e |\n|--------------------|--------------------------------------|--------------------------------------|---------------------------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\uff0c\u9006Hall-Petch\u5c3a\u5bf8\u7ea610 nm |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u6676\u754c\u80fd\uff0c\u6676\u754c\u7c7b\u578b | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6676\u754c\u5bc6\u5ea6\uff0c\u9519\u914d\u89d2\u5ea6\u5206\u5e03 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u5316\u5b66\u4ef7\u6001 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b\uff0c\u5438\u9644\u80fd\uff0c\u53cd\u5e94\u6d3b\u5316\u80fd |\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\n\n- \u672c\u65b9\u6848\u901a\u8fc7\u7ec6\u81f4\u4e25\u8c28\u7684\u6837\u54c1\u5236\u5907\u548c\u591a\u6280\u672f\u8054\u5408\u8868\u5f81\uff0c\u786e\u4fdd\u51c6\u786e\u83b7\u53d6\u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u3001\u6676\u754c\u53ca\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u7b49\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002 \n- \u7ed3\u5408\u5f3a\u5316\u7684\u7406\u8bba\u6a21\u578b\uff0c\u7cfb\u7edf\u9610\u91ca\u7ed3\u6784\u7279\u5f81\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u673a\u7406\uff0c\u6db5\u76d6\u7c92\u5f84\u6548\u5e94\u3001\u6676\u754c\u5f3a\u5316\u53ca\u8868\u9762\u5316\u5b66\u8c03\u63a7\u3002 \n- \u8be5\u65b9\u6848\u4e3a\u540e\u7eed\u5b9e\u9a8c\u6570\u636e\u7684\u6df1\u5165\u89e3\u6790\u548c\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u7684\u4f18\u5316\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u5b9e\u9a8c\u548c\u7406\u8bba\u57fa\u7840\u3002 \n- \u53ef\u6839\u636e\u5177\u4f53\u6750\u6599\u4f53\u7cfb\u8fdb\u4e00\u6b65\u8c03\u6574\u53c2\u6570\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u589e\u5f3a\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n\u5982\u9700\u9488\u5bf9\u5177\u4f53\u6750\u6599\u4f53\u7cfb\uff08\u5982\u7eb3\u7c73\u91d1\u5c5e\u50ac\u5316\u5242\u3001\u6c27\u5316\u7269\u534a\u5bfc\u4f53\u7b49\uff09\u8fdb\u884c\u5b9a\u5236\u5316\u65b9\u6848\u4f18\u5316\uff0c\u6b22\u8fce\u8fdb\u4e00\u6b65\u6c9f\u901a\u3002\n\n```\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\n\u4e00\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848 \n1. \u6837\u54c1\u5236\u5907 \n- \u8d85\u58f0\u5206\u6563\u786e\u4fdd\u9897\u7c92\u5747\u5300\uff0c\u9009\u7528\u9002\u5b9c\u5206\u6563\u5242\uff0c\u907f\u514d\u56e2\u805a\u3002 \n- TEM/HRTEM\u6837\u54c1\u6ef4\u6d82\u4e8e\u78b3\u819c\u94dc\u7f51\uff0c\u63a7\u5236\u6d53\u5ea6\u548c\u5e72\u71e5\u6761\u4ef6\u9632\u6b62\u6c27\u5316\u3002 \n- XRD\u7c89\u672b\u6837\u54c1\u5747\u5300\u7814\u78e8\uff0c\u538b\u5236\u6210\u5e73\u6574\u7247\uff0c\u4fdd\u8bc1\u884d\u5c04\u5747\u5300\u6027\u3002 \n- XPS\u6837\u54c1\u8868\u9762\u5e73\u6574\u65e0\u6c61\u67d3\uff0c\u91c7\u7528\u60f0\u6027\u6c14\u6c1b\u8f6c\u79fb\u6216\u79bb\u5b50\u6e05\u6d17\u51cf\u5c11\u6c27\u5316\u3002 \n\n2. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09 \n- \u591a\u89c6\u91ce\u91c7\u96c6\u4f4e\u500d\u9ad8\u500d\u56fe\u50cf\uff0c\u7edf\u8ba1\u2265300\u9897\u7c92\u7c92\u5f84\u5206\u5e03\u3002 \n- \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u7ed8\u5236\u7c92\u5f84\u5206\u5e03\u66f2\u7ebf\uff0c\u8ba1\u7b97\u5e73\u5747\u7c92\u5f84\u53ca\u5206\u5e03\u5bbd\u5ea6\u3002 \n- HRTEM\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\u53ca\u7f3a\u9677\u5bc6\u5ea6\u3002 \n\n3. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u626b\u63cf\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u5cf0\u4f4d\u53ca\u5cf0\u5f62\u3002 \n- \u4f7f\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\uff0c\u91cd\u590d\u6d4b\u91cf\u9a8c\u8bc1\u3002 \n\n4. X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- \u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\uff0c\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n- \u6761\u4ef6\u5141\u8bb8\u65f6\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff0c\u83b7\u53d6\u8868\u9762\u5c42\u6210\u5206\u5206\u5e03\u3002 \n- \u91c7\u53d6\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u907f\u514d\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n\n5. \u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1 \n- \u591a\u6b21\u72ec\u7acb\u5236\u5907\u548c\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u3002 \n- \u4ea4\u53c9\u9a8c\u8bc1\u4e0d\u540c\u6280\u672f\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u8bc4\u4f30\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u8868\u5f81\u8fc7\u7a0b\u5f62\u8c8c\u6216\u6210\u5206\u53d8\u5316\u3002 \n\n\u4e8c\u3001\u7406\u8bba\u5206\u6790\u6a21\u578b \n1. \u7c92\u5f84\u6548\u5e94\u6a21\u578b \n- \u9002\u7528\u6676\u7c92\u5c3a\u5bf810\u2013100 nm\uff0c\u9075\u5faaHall-Petch\u5173\u7cfb\uff1a\\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\u3002 \n- <10 nm\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u4e0b\u964d\u3002 \n- \u50ac\u5316\u6027\u80fd\u56e0\u6bd4\u8868\u9762\u79ef\u589e\u52a0\u53ca\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u63d0\u5347\u6d3b\u6027\u4f4d\u70b9\u548c\u8c03\u63a7\u7535\u5b50\u7ed3\u6784\u3002 \n\n2. \u6676\u754c\u7ed3\u6784\u6a21\u578b \n- \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u3001\u6676\u754c\u5bc6\u5ea6\u53ca\u7c7b\u578b\u51b3\u5b9a\u4f4d\u9519\u963b\u788d\u80fd\u529b\u548c\u50ac\u5316\u6d3b\u6027\u3002 \n- \u9ad8\u89d2\u5ea6\u6676\u754c\u963b\u788d\u4f4d\u9519\u66f4\u5f3a\uff0c\u6676\u754c\u7f3a\u9677\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n- \u6676\u754c\u5316\u5b66\u73af\u5883\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\u3002 \n\n3. \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b \n- \u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u914d\u4f4d\u548c\u7535\u5b50\u7ed3\u6784\u51b3\u5b9a\u8868\u9762\u80fd\u548c\u5316\u5b66\u6d3b\u6027\u3002 \n- \u8868\u9762\u5316\u5b66\u4ef7\u6001\u53ca\u5143\u7d20\u5206\u5e03\u8c03\u63a7\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u6027\u8d28\u548c\u9009\u62e9\u6027\u3002 \n- \u8868\u9762\u7f3a\u9677\u4e0e\u5438\u9644\u7269\u5f71\u54cd\u529b\u5b66\u97e7\u6027\u3002 \n\n4. \u7efc\u5408\u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6 \n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f\u53ca\u8bf4\u660e |\n|--------------------|--------------------------------------|--------------------------------------|---------------------------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\uff0c\u9006Hall-Petch\u5c3a\u5bf8\u7ea610 nm |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u6676\u754c\u80fd\uff0c\u6676\u754c\u7c7b\u578b | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6676\u754c\u5bc6\u5ea6\uff0c\u9519\u914d\u89d2\u5ea6\u5206\u5e03 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u5316\u5b66\u4ef7\u6001 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b\uff0c\u5438\u9644\u80fd\uff0c\u53cd\u5e94\u6d3b\u5316\u80fd |\n\n\u4e09\u3001\u603b\u7ed3 \n- \u901a\u8fc7\u4e25\u8c28\u7684\u5b9e\u9a8c\u8868\u5f81\u548c\u5f3a\u5316\u7684\u7406\u8bba\u6a21\u578b\uff0c\u7cfb\u7edf\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u5176\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u673a\u7406\u3002 \n- \u65b9\u6848\u4e3a\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u63d0\u4f9b\u5b9e\u9a8c\u548c\u7406\u8bba\u57fa\u7840\uff0c\u652f\u6301\u591a\u6750\u6599\u4f53\u7cfb\u7684\u6269\u5c55\u4e0e\u5e94\u7528\u3002 \n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "content": "\u4e00\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848 \n1. \u6837\u54c1\u5236\u5907 \n- \u8d85\u58f0\u5206\u6563\u786e\u4fdd\u9897\u7c92\u5747\u5300\uff0c\u9009\u7528\u9002\u5b9c\u5206\u6563\u5242\uff0c\u907f\u514d\u56e2\u805a\u3002 \n- TEM/HRTEM\u6837\u54c1\u6ef4\u6d82\u4e8e\u78b3\u819c\u94dc\u7f51\uff0c\u63a7\u5236\u6d53\u5ea6\u548c\u5e72\u71e5\u6761\u4ef6\u9632\u6b62\u6c27\u5316\u3002 \n- XRD\u7c89\u672b\u6837\u54c1\u5747\u5300\u7814\u78e8\uff0c\u538b\u5236\u6210\u5e73\u6574\u7247\uff0c\u4fdd\u8bc1\u884d\u5c04\u5747\u5300\u6027\u3002 \n- XPS\u6837\u54c1\u8868\u9762\u5e73\u6574\u65e0\u6c61\u67d3\uff0c\u91c7\u7528\u60f0\u6027\u6c14\u6c1b\u8f6c\u79fb\u6216\u79bb\u5b50\u6e05\u6d17\u51cf\u5c11\u6c27\u5316\u3002 \n\n2. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09 \n- \u591a\u89c6\u91ce\u91c7\u96c6\u4f4e\u500d\u9ad8\u500d\u56fe\u50cf\uff0c\u7edf\u8ba1\u2265300\u9897\u7c92\u7c92\u5f84\u5206\u5e03\u3002 \n- \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u7ed8\u5236\u7c92\u5f84\u5206\u5e03\u66f2\u7ebf\uff0c\u8ba1\u7b97\u5e73\u5747\u7c92\u5f84\u53ca\u5206\u5e03\u5bbd\u5ea6\u3002 \n- HRTEM\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\u53ca\u7f3a\u9677\u5bc6\u5ea6\u3002 \n\n3. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u626b\u63cf\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u5cf0\u4f4d\u53ca\u5cf0\u5f62\u3002 \n- \u4f7f\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\uff0c\u91cd\u590d\u6d4b\u91cf\u9a8c\u8bc1\u3002 \n\n4. X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- \u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\uff0c\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n- \u6761\u4ef6\u5141\u8bb8\u65f6\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff0c\u83b7\u53d6\u8868\u9762\u5c42\u6210\u5206\u5206\u5e03\u3002 \n- \u91c7\u53d6\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u907f\u514d\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n\n5. \u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1 \n- \u591a\u6b21\u72ec\u7acb\u5236\u5907\u548c\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u3002 \n- \u4ea4\u53c9\u9a8c\u8bc1\u4e0d\u540c\u6280\u672f\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u8bc4\u4f30\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u8868\u5f81\u8fc7\u7a0b\u5f62\u8c8c\u6216\u6210\u5206\u53d8\u5316\u3002 \n\n\u4e8c\u3001\u7406\u8bba\u5206\u6790\u6a21\u578b \n1. 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\u901a\u8fc7\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u56fe\u3001\u6676\u754c\u7c7b\u578b\u997c\u56fe\u3001\u7f3a\u9677\u5bc6\u5ea6\u70ed\u56fe\u548c\u5e94\u53d8\u5206\u5e03\u56fe\u7b49\u591a\u79cd\u5f62\u5f0f\uff0c\u76f4\u89c2\u5c55\u73b0\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5236\u4f5c\u7efc\u5408\u7ed3\u6784\u7279\u5f81\u62a5\u544a\uff0c\u4e3a\u540e\u7eed\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\n\n\u7efc\u4e0a\uff0c\u91c7\u7528\u4e0a\u8ff0\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u5b9a\u91cf\u5730\u63cf\u8ff0\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7279\u5f81\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u5168\u9762\u7684\u5fae\u89c2\u7ed3\u6784\u521d\u6b65\u63cf\u8ff0\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u65b9\u6cd5\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u8986\u76d6\u4e86\u4ece\u6837\u54c1\u5236\u5907\u3001\u8868\u5f81\u5230\u6570\u636e\u5206\u6790\u7684\u5173\u952e\u73af\u8282\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u53ef\u884c\u6027\u3002\u5177\u4f53\u8bc4\u4ef7\u53ca\u6539\u8fdb\u5efa\u8bae\u5982\u4e0b\uff1a\n\n1. \u6750\u6599\u667a\u80fd\u4f53B\u7684\u65b9\u6848\u5728\u6837\u54c1\u5236\u5907\u548c\u591a\u79cd\u663e\u5fae\u53ca\u8c31\u5b66\u6280\u672f\u7ed3\u5408\u65b9\u9762\u8f83\u4e3a\u5168\u9762\uff0c\u4f46\u5efa\u8bae\u5728\u8584\u819c\u5236\u5907\u73af\u8282\u589e\u52a0\u4f4e\u80fd\u79bb\u5b50\u7814\u78e8\u4ee5\u51cf\u5c11\u5236\u6837\u635f\u4f24\uff0c\u63d0\u9ad8TEM\u6837\u54c1\u8d28\u91cf\u3002\n\n2. \u6750\u6599\u667a\u80fd\u4f53C\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u7cfb\u7edf\u4e14\u7ec6\u81f4\uff0c\u5efa\u8bae\u5728\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u5206\u6790\u4e2d\u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff0c\u63d0\u9ad8\u7f3a\u9677\u5b9a\u91cf\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u4e24\u8005\u65b9\u6848\u4e92\u8865\u6027\u5f3a\uff0c\u7ed3\u5408\u540e\u80fd\u66f4\u5168\u9762\u51c6\u786e\u5730\u8868\u5f81\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\uff0c\u63d0\u9ad8\u89c2\u5bdf\u7cbe\u5ea6\u548c\u6570\u636e\u53ef\u9760\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5728\u6837\u54c1\u5236\u5907\u73af\u8282\u589e\u52a0\u4f4e\u80fd\u79bb\u5b50\u7814\u78e8\u6b65\u9aa4\uff0c\u4ee5\u51cf\u5c11TEM\u6837\u54c1\u5236\u5907\u8fc7\u7a0b\u4e2d\u7684\u635f\u4f24\uff0c\u63d0\u9ad8\u6837\u54c1\u8d28\u91cf\uff1b\u540c\u65f6\u5728\u6570\u636e\u5206\u6790\u73af\u8282\u5efa\u8bae\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7f3a\u9677\u8bc6\u522b\u548c\u5206\u7c7b\uff0c\u63d0\u5347\u7f3a\u9677\u5b9a\u91cf\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\n```markdown\n\u9488\u5bf9\u5757\u4f53\u6750\u6599\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7684\u89c2\u5bdf\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4f18\u5316\u540e\u7684\u5177\u4f53\u65b9\u6848\uff0c\u7ed3\u5408\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\uff0c\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7684\u89c2\u5bdf\u7cbe\u5ea6\u548c\u6570\u636e\u53ef\u9760\u6027\uff1a\n\n1. \u6837\u54c1\u5236\u5907 \n- \u673a\u68b0\u629b\u5149\uff1a\u5bf9\u5757\u4f53\u6750\u6599\u6837\u54c1\u8fdb\u884c\u9010\u6b65\u673a\u68b0\u629b\u5149\uff0c\u83b7\u5f97\u5e73\u6574\u4e14\u65e0\u660e\u663e\u5212\u75d5\u7684\u8868\u9762\u3002 \n- \u5316\u5b66\u8150\u8680\uff1a\u6839\u636e\u6750\u6599\u7c7b\u578b\u9009\u62e9\u9002\u5f53\u8150\u8680\u5242\uff0c\u8150\u8680\u540e\u663e\u73b0\u6676\u7c92\u8fb9\u754c\uff0c\u4fbf\u4e8e\u663e\u5fae\u955c\u89c2\u5bdf\u3002 \n- \u8584\u819c\u5236\u5907\uff08\u9488\u5bf9TEM\uff09\uff1a \n - \u521d\u6b65\u91c7\u7528\u79bb\u5b50\u7814\u78e8\u6216\u7535\u89e3\u629b\u5149\u5236\u5907\u8584\u819c\u6837\u54c1\uff0c\u539a\u5ea6\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\uff0c\u4fdd\u8bc1\u7535\u5b50\u900f\u8fc7\u3002 \n - \u4f18\u5316\u6b65\u9aa4\uff1a\u589e\u52a0\u4f4e\u80fd\u79bb\u5b50\u675f\u7cbe\u7ec6\u7814\u78e8\uff08\u4f4e\u80fd\u79bb\u5b50\u7814\u78e8\uff09\u4ee5\u51cf\u5c11\u5236\u6837\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u8868\u9762\u635f\u4f24\u548c\u5e94\u529b\uff0c\u63d0\u9ad8TEM\u6837\u54c1\u7684\u7ed3\u6784\u5b8c\u6574\u6027\u548c\u6210\u50cf\u8d28\u91cf\u3002\n\n2. \u5149\u5b66\u663e\u5fae\u955c\uff08OM\uff09\u89c2\u5bdf \n- \u76ee\u7684\uff1a\u521d\u6b65\u89c2\u5bdf\u6676\u7c92\u5f62\u8c8c\u548c\u5c3a\u5bf8\u5206\u5e03\uff0c\u83b7\u5f97\u5b8f\u89c2\u6676\u7c92\u5c3a\u5bf8\u8303\u56f4\u3002 \n- \u64cd\u4f5c\uff1a\u5728\u8150\u8680\u540e\u7684\u6837\u54c1\u8868\u9762\u8fdb\u884c\u6210\u50cf\uff0c\u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u6d4b\u91cf\u6676\u7c92\u5e73\u5747\u5c3a\u5bf8\u548c\u5206\u5e03\u3002\n\n3. \u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09 \n- \u76ee\u7684\uff1a\u9ad8\u5206\u8fa8\u7387\u89c2\u5bdf\u6676\u7c92\u8fb9\u754c\u548c\u5f62\u8c8c\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u3001\u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n- \u64cd\u4f5c\uff1a\u5728\u629b\u5149\u4e14\u6e05\u6d01\u7684\u6837\u54c1\u8868\u9762\u8fdb\u884cSEM\u6210\u50cf\uff0c\u91c7\u96c6EBSD\u6570\u636e\uff0c\u5229\u7528\u8f6f\u4ef6\u91cd\u5efa\u6676\u7c92\u7ed3\u6784\u548c\u53d6\u5411\u5206\u5e03\u56fe\u3002 \n- \u4f18\u52bf\uff1a\u53ef\u83b7\u5f97\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u89d2\u5ea6\u53ca\u7279\u6b8a\u6676\u754c\uff08\u5982\u03a33\u5b6a\u6676\u754c\uff09\u4fe1\u606f\u3002\n\n4. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09 \n- \u76ee\u7684\uff1a\u6df1\u5165\u89c2\u5bdf\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u7ed3\u6784\u53ca\u5404\u79cd\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u7b49\uff09\u3002 \n- \u64cd\u4f5c\uff1a\u5bf9\u4f18\u5316\u5236\u5907\u7684\u8584\u819c\u6837\u54c1\u8fdb\u884c\u9ad8\u5206\u8fa8\u6210\u50cf\u548c\u884d\u5c04\u5206\u6790\uff0c\u8bc6\u522b\u7f3a\u9677\u7c7b\u578b\u53ca\u5176\u7a7a\u95f4\u5206\u5e03\u3002 \n- \u8865\u5145\uff1a\u7ed3\u5408\u9ad8\u89d2\u73af\u5f62\u6697\u573a\u6210\u50cf\uff08HAADF\uff09\u548c\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u83b7\u5f97\u5143\u7d20\u5206\u5e03\u4fe1\u606f\u3002\n\n5. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u5206\u6790 \n- \u76ee\u7684\uff1a\u901a\u8fc7\u884d\u5c04\u5cf0\u5bbd\u5ea6\u4f30\u7b97\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5e94\u53d8\uff0c\u786e\u8ba4\u6750\u6599\u76f8\u7ec4\u6210\u3002 \n- \u64cd\u4f5c\uff1a\u91c7\u7528\u7c89\u672bXRD\u6d4b\u91cf\uff0c\u5229\u7528\u8c22\u4e50\u65b9\u7a0b\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u7ed3\u5408\u5cf0\u5f62\u5206\u6790\u8bc4\u4f30\u7f3a\u9677\u5f15\u8d77\u7684\u6676\u683c\u7578\u53d8\u3002\n\n6. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u76ee\u7684\uff1a\u8f85\u52a9\u5206\u6790\u6837\u54c1\u8868\u9762\u7eb3\u7c73\u7ea7\u5f62\u8c8c\u53ca\u7f3a\u9677\uff0c\u5982\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u5fae\u88c2\u7eb9\u7b49\u3002 \n- \u64cd\u4f5c\uff1a\u5728\u6837\u54c1\u8868\u9762\u8fdb\u884c\u626b\u63cf\uff0c\u83b7\u5f97\u4e09\u7ef4\u5f62\u8c8c\u56fe\uff0c\u8f85\u52a9\u89e3\u91ca\u5176\u4ed6\u663e\u5fae\u955c\u89c2\u5bdf\u7ed3\u679c\u3002\n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u4e0a\u8ff0\u591a\u6280\u672f\u8054\u7528\u65b9\u6848\uff0c\u7279\u522b\u662f\u589e\u52a0\u4f4e\u80fd\u79bb\u5b50\u7814\u78e8\u6b65\u9aa4\u4f18\u5316TEM\u6837\u54c1\u5236\u5907\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u5168\u9762\u4e14\u9ad8\u7cbe\u5ea6\u5730\u8868\u5f81\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\uff0c\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5bf9\u6bd4\u5206\u6790\u63d0\u4f9b\u53ef\u9760\u57fa\u7840\u6570\u636e\u3002\n```\n\n## Improved version of \u6570\u636e\u5206\u6790\u65b9\u6cd5\n```markdown\n\u4e3a\u4e86\u7efc\u5408\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u6570\u636e\uff0c\u5f62\u6210\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u521d\u6b65\u63cf\u8ff0\uff0c\u5efa\u8bae\u5728\u539f\u6709\u57fa\u7840\u4e0a\u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u65b9\u6cd5\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528\u663e\u5fae\u955c\u56fe\u50cf\uff08OM\u3001SEM-EBSD\uff09\u4e2d\u6d4b\u5f97\u7684\u6676\u7c92\u8fb9\u754c\u6570\u636e\uff0c\u91c7\u7528\u56fe\u50cf\u5904\u7406\u8f6f\u4ef6\uff08\u5982ImageJ\u3001MTEX\u7b49\uff09\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u548c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\uff0c\u8bc4\u4f30\u6676\u7c92\u5927\u5c0f\u7684\u5747\u5300\u6027\u548c\u5206\u5e03\u7279\u5f81\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\u7684\u7edf\u8ba1\u53c2\u6570\uff0c\u5982\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u548c\u504f\u5ea6\uff0c\u63ed\u793a\u6676\u7c92\u5c3a\u5bf8\u7684\u96c6\u4e2d\u8d8b\u52bf\u548c\u5206\u6563\u7a0b\u5ea6\u3002\n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u6676\u754c\u7c7b\u578b\uff08\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u3001\u7279\u6b8a\u754c\u5982\u03a33\u5b6a\u6676\u754c\uff09\u53ca\u5176\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u6676\u7c92\u53d6\u5411\u5206\u5e03\u53ca\u7ec7\u6784\u7279\u5f81\uff0c\u63ed\u793a\u6676\u754c\u7ed3\u6784\u5bf9\u6750\u6599\u6027\u80fd\u7684\u6f5c\u5728\u5f71\u54cd\u3002\n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- \u5229\u7528TEM\u56fe\u50cf\u8bc6\u522b\u4e0d\u540c\u7c7b\u578b\u7f3a\u9677\uff08\u4f4d\u9519\u5bc6\u5ea6\u3001\u5b6a\u6676\u5bc6\u5ea6\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\uff09\uff0c\u91c7\u7528\u56fe\u50cf\u8ba1\u6570\u548c\u5bc6\u5ea6\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5b9a\u91cf\u63cf\u8ff0\u7f3a\u9677\u6d53\u5ea6\u3002 \n- \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff1a \n - \u8bad\u7ec3\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u7b49\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u81ea\u52a8\u8bc6\u522b\u548c\u5206\u7c7b\u7f3a\u9677\u7c7b\u578b\uff0c\u63d0\u9ad8\u8bc6\u522b\u6548\u7387\u548c\u51c6\u786e\u6027\u3002 \n - \u7ed3\u5408\u7f3a\u9677\u4f4d\u7f6e\u5750\u6807\uff0c\u5229\u7528\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u70b9\u6a21\u5f0f\u5206\u6790\u3001\u6838\u5bc6\u5ea6\u4f30\u8ba1\uff09\u5206\u6790\u7f3a\u9677\u7684\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\uff08\u5747\u5300\u3001\u805a\u96c6\u6216\u968f\u673a\u5206\u5e03\uff09\u3002\n\n4. \u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790 \n- \u7ed3\u5408XRD\u5cf0\u5bbd\u548c\u5f62\u72b6\u5206\u6790\uff0c\u8ba1\u7b97\u6676\u683c\u5fae\u5e94\u53d8\uff0c\u8bc4\u4f30\u7f3a\u9677\u5f15\u8d77\u7684\u6676\u683c\u7578\u53d8\u7a0b\u5ea6\u3002 \n- \u5c06\u6676\u683c\u5e94\u53d8\u6570\u636e\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u548c\u6676\u7c92\u5c3a\u5bf8\u6570\u636e\u5173\u8054\uff0c\u63a2\u8ba8\u7f3a\u9677\u5206\u5e03\u5bf9\u6676\u683c\u7578\u53d8\u7684\u8d21\u732e\u3002\n\n5. \u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790 \n- \u5229\u7528\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u6216\u805a\u7c7b\u5206\u6790\u5bf9\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u7c7b\u578b\u3001\u7f3a\u9677\u5bc6\u5ea6\u548c\u5e94\u53d8\u7b49\u591a\u7ef4\u6570\u636e\u8fdb\u884c\u964d\u7ef4\u548c\u5206\u7c7b\uff0c\u63d0\u53d6\u5173\u952e\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5f62\u6210\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u7efc\u5408\u63cf\u8ff0\u6a21\u578b\uff0c\u4fbf\u4e8e\u4e0e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\u8fdb\u884c\u5bf9\u6bd4\u3002\n\n6. \u53ef\u89c6\u5316\u5c55\u793a \n- \u901a\u8fc7\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u56fe\u3001\u6676\u754c\u7c7b\u578b\u997c\u56fe\u3001\u7f3a\u9677\u5bc6\u5ea6\u70ed\u56fe\u548c\u5e94\u53d8\u5206\u5e03\u56fe\u7b49\u591a\u79cd\u5f62\u5f0f\uff0c\u76f4\u89c2\u5c55\u73b0\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5236\u4f5c\u7efc\u5408\u7ed3\u6784\u7279\u5f81\u62a5\u544a\uff0c\u4e3a\u540e\u7eed\u5206\u6790\u7eb3\u7c73\u6750\u6599\u4f18\u52bf\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\n\n\u603b\u7ed3\uff1a \n\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7f3a\u9677\u8bc6\u522b\u4e0e\u5206\u7c7b\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u5b9a\u91cf\u4e14\u9ad8\u6548\u5730\u63cf\u8ff0\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7279\u5f81\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u5168\u9762\u7684\u5fae\u89c2\u7ed3\u6784\u521d\u6b65\u63cf\u8ff0\u3002\n```\n\n\u4ee5\u4e0a\u4f18\u5316\u65b9\u6848\u5728\u4fdd\u8bc1\u65b9\u6848\u79d1\u5b66\u5408\u7406\u6027\u7684\u57fa\u7840\u4e0a\uff0c\u63d0\u5347\u4e86TEM\u6837\u54c1\u5236\u5907\u8d28\u91cf\u548c\u7f3a\u9677\u8bc6\u522b\u7684\u51c6\u786e\u6027\uff0c\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5bf9\u6bd4\u5206\u6790\u63d0\u4f9b\u4e86\u66f4\u575a\u5b9e\u7684\u6280\u672f\u4fdd\u969c\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63cf\u8ff0\u51c6\u786e\u5168\u9762\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\u610f\u89c1\uff0c\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53B\u7684\u4f18\u5316\u65b9\u6848\uff0c\u6211\u5bf9\u6570\u636e\u5206\u6790\u65b9\u6cd5\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u91cd\u70b9\u589e\u5f3a\u4e86\u7f3a\u9677\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u7a7a\u95f4\u5206\u5e03\u5206\u6790\u7684\u79d1\u5b66\u6027\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63cf\u8ff0\u66f4\u52a0\u51c6\u786e\u5168\u9762\u3002\u4ee5\u4e0b\u662f\u5b8c\u5584\u540e\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u5b8c\u6574\u7248\u672c\u3002\n\n## Improved version of \u6570\u636e\u5206\u6790\u65b9\u6cd5\n```markdown\n\u4e3a\u4e86\u7efc\u5408\u5206\u6790\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u6570\u636e\uff0c\u5f62\u6210\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u51c6\u786e\u4e14\u5168\u9762\u7684\u63cf\u8ff0\uff0c\u5efa\u8bae\u91c7\u7528\u4ee5\u4e0b\u5b8c\u5584\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff1a\n\n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528\u663e\u5fae\u955c\u56fe\u50cf\uff08OM\u3001SEM-EBSD\uff09\u4e2d\u6d4b\u5f97\u7684\u6676\u7c92\u8fb9\u754c\u6570\u636e\uff0c\u91c7\u7528\u56fe\u50cf\u5904\u7406\u8f6f\u4ef6\uff08\u5982ImageJ\u3001MTEX\u7b49\uff09\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u548c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\uff0c\u8bc4\u4f30\u6676\u7c92\u5927\u5c0f\u7684\u5747\u5300\u6027\u548c\u5206\u5e03\u7279\u5f81\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\u7684\u7edf\u8ba1\u53c2\u6570\uff0c\u5305\u62ec\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u548c\u5cf0\u5ea6\uff0c\u63ed\u793a\u6676\u7c92\u5c3a\u5bf8\u7684\u96c6\u4e2d\u8d8b\u52bf\u3001\u5206\u6563\u7a0b\u5ea6\u53ca\u5206\u5e03\u5f62\u6001\u3002\n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u6676\u754c\u7c7b\u578b\uff08\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u3001\u7279\u6b8a\u754c\u5982\u03a33\u5b6a\u6676\u754c\uff09\u53ca\u5176\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u6676\u7c92\u53d6\u5411\u5206\u5e03\u53ca\u7ec7\u6784\u7279\u5f81\uff0c\u63ed\u793a\u6676\u754c\u7ed3\u6784\u5bf9\u6750\u6599\u6027\u80fd\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u6676\u754c\u80fd\u91cf\u6a21\u578b\uff0c\u8bc4\u4f30\u4e0d\u540c\u6676\u754c\u7c7b\u578b\u5bf9\u529b\u5b66\u6027\u80fd\u548c\u7f3a\u9677\u6f14\u5316\u7684\u5f71\u54cd\u3002\n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- \u5229\u7528TEM\u56fe\u50cf\u8bc6\u522b\u4e0d\u540c\u7c7b\u578b\u7f3a\u9677\uff08\u4f4d\u9519\u5bc6\u5ea6\u3001\u5b6a\u6676\u5bc6\u5ea6\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\uff09\uff0c\u91c7\u7528\u56fe\u50cf\u8ba1\u6570\u548c\u5bc6\u5ea6\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5b9a\u91cf\u63cf\u8ff0\u7f3a\u9677\u6d53\u5ea6\u3002 \n- \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff1a \n - \u91c7\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u7b49\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u7ed3\u5408\u5927\u6837\u672c\u8bad\u7ec3\uff0c\u5b9e\u73b0\u7f3a\u9677\u81ea\u52a8\u8bc6\u522b\u3001\u5206\u7c7b\u548c\u8ba1\u6570\uff0c\u63d0\u9ad8\u8bc6\u522b\u6548\u7387\u548c\u51c6\u786e\u6027\u3002 \n - \u5bf9\u6a21\u578b\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u548c\u7cbe\u5ea6\u8bc4\u4f30\uff0c\u786e\u4fdd\u8bc6\u522b\u7ed3\u679c\u7684\u53ef\u9760\u6027\u3002 \n- \u7ed3\u5408\u7f3a\u9677\u7a7a\u95f4\u5750\u6807\uff0c\u5229\u7528\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u70b9\u6a21\u5f0f\u5206\u6790\u3001\u6838\u5bc6\u5ea6\u4f30\u8ba1\u3001Ripley\u2019s K\u51fd\u6570\u7b49\uff09\u5206\u6790\u7f3a\u9677\u7684\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\uff0c\u5224\u65ad\u7f3a\u9677\u5206\u5e03\u662f\u5747\u5300\u3001\u805a\u96c6\u8fd8\u662f\u968f\u673a\u3002 \n- \u8fdb\u4e00\u6b65\u7ed3\u5408\u7f3a\u9677\u7c7b\u578b\u548c\u7a7a\u95f4\u5206\u5e03\uff0c\u5206\u6790\u7f3a\u9677\u6f14\u5316\u673a\u5236\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n4. \u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790 \n- \u7ed3\u5408XRD\u5cf0\u5bbd\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u91c7\u7528\u8c22\u4e50\u65b9\u7a0b\u548cWilliamson-Hall\u65b9\u6cd5\u8ba1\u7b97\u6676\u683c\u5fae\u5e94\u53d8\u548c\u6676\u7c92\u5c3a\u5bf8\uff0c\u8bc4\u4f30\u7f3a\u9677\u5f15\u8d77\u7684\u6676\u683c\u7578\u53d8\u7a0b\u5ea6\u3002 \n- \u5c06\u6676\u683c\u5e94\u53d8\u6570\u636e\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u754c\u7c7b\u578b\u6570\u636e\u5173\u8054\uff0c\u91c7\u7528\u591a\u5143\u56de\u5f52\u5206\u6790\u6216\u76f8\u5173\u6027\u5206\u6790\uff0c\u63a2\u8ba8\u7f3a\u9677\u5206\u5e03\u5bf9\u6676\u683c\u7578\u53d8\u548c\u6750\u6599\u6027\u80fd\u7684\u8d21\u732e\u3002\n\n5. \u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790 \n- \u5229\u7528\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u5bf9\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u7c7b\u578b\u3001\u7f3a\u9677\u5bc6\u5ea6\u548c\u5e94\u53d8\u7b49\u591a\u7ef4\u6570\u636e\u8fdb\u884c\u964d\u7ef4\uff0c\u63d0\u53d6\u5173\u952e\u7ed3\u6784\u7279\u5f81\u3002 \n- \u91c7\u7528\u805a\u7c7b\u5206\u6790\uff08\u5982K-means\u3001\u5c42\u6b21\u805a\u7c7b\uff09\u5bf9\u6837\u54c1\u8fdb\u884c\u5206\u7c7b\uff0c\u8bc6\u522b\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u7c7b\u578b\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff08\u5982\u652f\u6301\u5411\u91cf\u673aSVM\u3001\u968f\u673a\u68ee\u6797\uff09\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u8f85\u52a9\u540e\u7eed\u6750\u6599\u6027\u80fd\u4f18\u5316\u3002\n\n6. \u53ef\u89c6\u5316\u5c55\u793a \n- \u5236\u4f5c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u56fe\u3001\u6676\u754c\u7c7b\u578b\u997c\u56fe\u3001\u7f3a\u9677\u5bc6\u5ea6\u70ed\u56fe\u3001\u7a7a\u95f4\u5206\u5e03\u56fe\u548c\u5e94\u53d8\u5206\u5e03\u56fe\u7b49\u591a\u79cd\u5f62\u5f0f\uff0c\u76f4\u89c2\u5c55\u73b0\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5229\u7528\u4e09\u7ef4\u53ef\u89c6\u5316\u8f6f\u4ef6\uff08\u5982ParaView\u3001Dream.3D\uff09\u91cd\u5efa\u6676\u7c92\u7ed3\u6784\u548c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\uff0c\u589e\u5f3a\u7406\u89e3\u548c\u5c55\u793a\u6548\u679c\u3002 \n- \u7f16\u5236\u7efc\u5408\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\uff0c\u4fbf\u4e8e\u4e0e\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u5bf9\u6bd4\uff0c\u652f\u6301\u540e\u7eed\u6027\u80fd\u5206\u6790\u548c\u673a\u7406\u7814\u7a76\u3002\n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7f3a\u9677\u8bc6\u522b\u4e0e\u5206\u7c7b\uff0c\u7ed3\u5408\u591a\u79cd\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\u548c\u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u5b9a\u91cf\u4e14\u9ad8\u6548\u5730\u63cf\u8ff0\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u548c\u7f3a\u9677\u5206\u5e03\u7279\u5f81\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u5168\u9762\u4e14\u51c6\u786e\u7684\u5fae\u89c2\u7ed3\u6784\u521d\u6b65\u63cf\u8ff0\uff0c\u4e3a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4f18\u52bf\u7684\u6df1\u5165\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u548c\u7406\u8bba\u652f\u6301\u3002\n```\n\u4ee5\u4e0a\u5b8c\u5584\u65b9\u6848\u786e\u4fdd\u4e86\u6570\u636e\u5206\u6790\u7684\u79d1\u5b66\u6027\u3001\u51c6\u786e\u6027\u548c\u9ad8\u6548\u6027\uff0c\u6ee1\u8db3\u5f53\u524d\u4efb\u52a1\u5bf9\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63cf\u8ff0\u7684\u9700\u6c42\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u89c2\u5bdf\u65b9\u6848\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u4e0e\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u7684\u5145\u5206\u6c9f\u901a\u548c\u53cd\u9988\uff0c\u7ed3\u5408\u5404\u81ea\u7684\u4f18\u52bf\u5e76\u5438\u7eb3\u6539\u8fdb\u610f\u89c1\uff0c\u6211\u5c06\u4f18\u5316\u540e\u7684\u663e\u5fae\u955c\u548c\u8c31\u5b66\u6280\u672f\u65b9\u6848\u4e0e\u5b8c\u5584\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u6574\u5408\uff0c\u5f62\u6210\u4e00\u4efd\u7cfb\u7edf\u3001\u5168\u9762\u4e14\u9ad8\u7cbe\u5ea6\u7684\u5757\u4f53\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\u3002\u8be5\u62a5\u544a\u6db5\u76d6\u4e86\u4ece\u6837\u54c1\u5236\u5907\u3001\u8868\u5f81\u6280\u672f\u9009\u62e9\uff0c\u5230\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\u7684\u5168\u6d41\u7a0b\uff0c\u786e\u4fdd\u80fd\u591f\u51c6\u786e\u63cf\u8ff0\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u53ca\u7f3a\u9677\u5206\u5e03\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4f18\u52bf\u7684\u5bf9\u6bd4\u5206\u6790\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u662f\u5b8c\u6574\u7684\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\uff1a\n\n```\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\n# \u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\n\n## \u4e00\u3001\u6837\u54c1\u5236\u5907 \n- \u673a\u68b0\u629b\u5149\uff1a\u91c7\u7528\u9010\u6b65\u673a\u68b0\u629b\u5149\u5de5\u827a\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u5e73\u6574\u4e14\u65e0\u660e\u663e\u5212\u75d5\u3002 \n- \u5316\u5b66\u8150\u8680\uff1a\u4f9d\u636e\u6750\u6599\u79cd\u7c7b\u9009\u62e9\u5408\u9002\u8150\u8680\u5242\uff0c\u663e\u73b0\u6676\u7c92\u8fb9\u754c\uff0c\u4fbf\u4e8e\u663e\u5fae\u955c\u89c2\u5bdf\u3002 \n- TEM\u8584\u819c\u5236\u5907\uff1a \n - \u521d\u6b65\u4f7f\u7528\u79bb\u5b50\u7814\u78e8\u6216\u7535\u89e3\u629b\u5149\u5236\u5907\u7eb3\u7c73\u7ea7\u539a\u5ea6\u8584\u819c\uff0c\u4fdd\u8bc1\u7535\u5b50\u900f\u8fc7\u3002 \n - \u4f18\u5316\u589e\u8bbe\u4f4e\u80fd\u79bb\u5b50\u675f\u7cbe\u7ec6\u7814\u78e8\u73af\u8282\uff0c\u51cf\u5c11\u6837\u54c1\u8868\u9762\u635f\u4f24\u548c\u5e94\u529b\uff0c\u63d0\u5347TEM\u6210\u50cf\u8d28\u91cf\u3002\n\n## \u4e8c\u3001\u663e\u5fae\u955c\u53ca\u8c31\u5b66\u6280\u672f\u8868\u5f81 \n1. \u5149\u5b66\u663e\u5fae\u955c\uff08OM\uff09 \n- \u89c2\u5bdf\u8150\u8680\u540e\u6837\u54c1\u8868\u9762\u6676\u7c92\u5f62\u8c8c\uff0c\u6d4b\u91cf\u6676\u7c92\u5e73\u5747\u5c3a\u5bf8\u53ca\u5206\u5e03\u3002 \n\n2. \u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09 \n- \u9ad8\u5206\u8fa8\u7387\u89c2\u5bdf\u6676\u7c92\u8fb9\u754c\u53ca\u5f62\u8c8c\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u3001\u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n- \u83b7\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u89d2\u5ea6\u53ca\u7279\u6b8a\u6676\u754c\uff08\u5982\u03a33\u5b6a\u6676\u754c\uff09\u4fe1\u606f\u3002 \n\n3. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09 \n- \u6df1\u5165\u89c2\u5bdf\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u7ed3\u6784\u53ca\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u7b49\uff09\u3002 \n- \u7ed3\u5408\u9ad8\u89d2\u73af\u5f62\u6697\u573a\u6210\u50cf\uff08HAADF\uff09\u53ca\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u83b7\u5f97\u5143\u7d20\u5206\u5e03\u3002 \n\n4. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u901a\u8fc7\u884d\u5c04\u5cf0\u5bbd\u5ea6\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u4f30\u7b97\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5fae\u5e94\u53d8\uff0c\u786e\u8ba4\u76f8\u7ec4\u6210\u3002 \n\n5. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u8f85\u52a9\u5206\u6790\u6837\u54c1\u8868\u9762\u7eb3\u7c73\u7ea7\u5f62\u8c8c\u53ca\u7f3a\u9677\uff08\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u5fae\u88c2\u7eb9\u7b49\uff09\uff0c\u63d0\u4f9b\u4e09\u7ef4\u5f62\u8c8c\u6570\u636e\u3002\n\n## \u4e09\u3001\u6570\u636e\u5206\u6790\u65b9\u6cd5 \n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528OM\u53caSEM-EBSD\u56fe\u50cf\uff0c\u91c7\u7528ImageJ\u3001MTEX\u7b49\u8f6f\u4ef6\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u3001\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\u53ca\u7edf\u8ba1\u53c2\u6570\uff08\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u3002 \n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u7279\u6b8a\u6676\u754c\uff08\u03a33\u5b6a\u6676\u754c\uff09\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u7ec7\u6784\u7279\u5f81\u3002 \n- \u7ed3\u5408\u6676\u754c\u80fd\u91cf\u6a21\u578b\uff0c\u8bc4\u4f30\u6676\u754c\u7c7b\u578b\u5bf9\u529b\u5b66\u6027\u80fd\u548c\u7f3a\u9677\u6f14\u5316\u7684\u5f71\u54cd\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- \u5229\u7528TEM\u56fe\u50cf\u8bc6\u522b\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\u7f3a\u9677\uff0c\u8fdb\u884c\u8ba1\u6570\u548c\u5bc6\u5ea6\u8ba1\u7b97\u3002 \n- \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff1a \n - \u91c7\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u7b49\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u7f3a\u9677\u81ea\u52a8\u8bc6\u522b\u3001\u5206\u7c7b\u548c\u8ba1\u6570\uff0c\u63d0\u5347\u51c6\u786e\u6027\u548c\u6548\u7387\u3002 \n - \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u786e\u4fdd\u6a21\u578b\u53ef\u9760\u6027\u3002 \n- \u5229\u7528\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\uff08\u70b9\u6a21\u5f0f\u5206\u6790\u3001\u6838\u5bc6\u5ea6\u4f30\u8ba1\u3001Ripley\u2019s K\u51fd\u6570\uff09\u5206\u6790\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\uff0c\u5224\u5b9a\u5747\u5300\u3001\u805a\u96c6\u6216\u968f\u673a\u5206\u5e03\u3002 \n- \u7ed3\u5408\u7f3a\u9677\u7c7b\u578b\u4e0e\u7a7a\u95f4\u5206\u5e03\uff0c\u63a2\u8ba8\u7f3a\u9677\u6f14\u5316\u673a\u5236\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n\n4. \u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790 \n- \u91c7\u7528\u8c22\u4e50\u65b9\u7a0b\u548cWilliamson-Hall\u65b9\u6cd5\u7ed3\u5408XRD\u6570\u636e\u8ba1\u7b97\u6676\u683c\u5fae\u5e94\u53d8\u4e0e\u6676\u7c92\u5c3a\u5bf8\u3002 \n- \u5229\u7528\u591a\u5143\u56de\u5f52\u548c\u76f8\u5173\u6027\u5206\u6790\u63a2\u8ba8\u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u754c\u7c7b\u578b\u7684\u5173\u7cfb\uff0c\u8bc4\u4f30\u7f3a\u9677\u5bf9\u6676\u683c\u7578\u53d8\u548c\u6027\u80fd\u7684\u8d21\u732e\u3002 \n\n5. \u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790 \n- \u91c7\u7528\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u964d\u7ef4\u63d0\u53d6\u5173\u952e\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5229\u7528\u805a\u7c7b\u5206\u6790\uff08K-means\u3001\u5c42\u6b21\u805a\u7c7b\uff09\u8bc6\u522b\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u7c7b\u578b\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff08\u652f\u6301\u5411\u91cf\u673aSVM\u3001\u968f\u673a\u68ee\u6797\uff09\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u9884\u6d4b\u6a21\u578b\uff0c\u8f85\u52a9\u6027\u80fd\u4f18\u5316\u3002 \n\n6. \u53ef\u89c6\u5316\u5c55\u793a \n- \u5236\u4f5c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u56fe\u3001\u6676\u754c\u7c7b\u578b\u997c\u56fe\u3001\u7f3a\u9677\u5bc6\u5ea6\u70ed\u56fe\u3001\u7a7a\u95f4\u5206\u5e03\u56fe\u53ca\u5e94\u53d8\u5206\u5e03\u56fe\u3002 \n- \u5229\u7528\u4e09\u7ef4\u53ef\u89c6\u5316\u8f6f\u4ef6\uff08ParaView\u3001Dream.3D\uff09\u91cd\u5efa\u6676\u7c92\u7ed3\u6784\u548c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\uff0c\u589e\u5f3a\u76f4\u89c2\u7406\u89e3\u3002 \n- \u7f16\u5236\u7efc\u5408\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\uff0c\u4e3a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5bf9\u6bd4\u53ca\u6027\u80fd\u673a\u7406\u7814\u7a76\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\n\n## \u56db\u3001\u603b\u7ed3 \n\u8be5\u5206\u6790\u62a5\u544a\u901a\u8fc7\u591a\u6280\u672f\u8054\u7528\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790\uff0c\u7cfb\u7edf\u3001\u5168\u9762\u4e14\u9ad8\u6548\u5730\u63ed\u793a\u4e86\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u5206\u5e03\u3001\u6676\u754c\u7279\u5f81\u53ca\u7f3a\u9677\u7c7b\u578b\u4e0e\u7a7a\u95f4\u5206\u5e03\uff0c\u7ed3\u5408\u6676\u683c\u5e94\u53d8\u5206\u6790\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u51c6\u786e\u7684\u5fae\u89c2\u7ed3\u6784\u63cf\u8ff0\u3002\u4e3a\u540e\u7eed\u7814\u7a76\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u65b9\u9762\u4f18\u52bf\u7684\u673a\u7406\u63d0\u4f9b\u575a\u5b9e\u7684\u7ed3\u6784\u57fa\u7840\u548c\u7406\u8bba\u652f\u6491\u3002\n```\n\u4ee5\u4e0a\u4e3a\u5b8c\u6574\u7684\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u4ee5\u7ee7\u7eed\u534f\u52a9\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u7c7b\u4f3c\u7684\u7cfb\u7edf\u5206\u6790\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "content": "# \u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\n\n## \u4e00\u3001\u6837\u54c1\u5236\u5907 \n- \u673a\u68b0\u629b\u5149\uff1a\u91c7\u7528\u9010\u6b65\u673a\u68b0\u629b\u5149\u5de5\u827a\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u5e73\u6574\u4e14\u65e0\u660e\u663e\u5212\u75d5\u3002 \n- \u5316\u5b66\u8150\u8680\uff1a\u4f9d\u636e\u6750\u6599\u79cd\u7c7b\u9009\u62e9\u5408\u9002\u8150\u8680\u5242\uff0c\u663e\u73b0\u6676\u7c92\u8fb9\u754c\uff0c\u4fbf\u4e8e\u663e\u5fae\u955c\u89c2\u5bdf\u3002 \n- TEM\u8584\u819c\u5236\u5907\uff1a \n - \u521d\u6b65\u4f7f\u7528\u79bb\u5b50\u7814\u78e8\u6216\u7535\u89e3\u629b\u5149\u5236\u5907\u7eb3\u7c73\u7ea7\u539a\u5ea6\u8584\u819c\uff0c\u4fdd\u8bc1\u7535\u5b50\u900f\u8fc7\u3002 \n - \u4f18\u5316\u589e\u8bbe\u4f4e\u80fd\u79bb\u5b50\u675f\u7cbe\u7ec6\u7814\u78e8\u73af\u8282\uff0c\u51cf\u5c11\u6837\u54c1\u8868\u9762\u635f\u4f24\u548c\u5e94\u529b\uff0c\u63d0\u5347TEM\u6210\u50cf\u8d28\u91cf\u3002\n\n## \u4e8c\u3001\u663e\u5fae\u955c\u53ca\u8c31\u5b66\u6280\u672f\u8868\u5f81 \n1. \u5149\u5b66\u663e\u5fae\u955c\uff08OM\uff09 \n- \u89c2\u5bdf\u8150\u8680\u540e\u6837\u54c1\u8868\u9762\u6676\u7c92\u5f62\u8c8c\uff0c\u6d4b\u91cf\u6676\u7c92\u5e73\u5747\u5c3a\u5bf8\u53ca\u5206\u5e03\u3002 \n\n2. \u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09 \n- \u9ad8\u5206\u8fa8\u7387\u89c2\u5bdf\u6676\u7c92\u8fb9\u754c\u53ca\u5f62\u8c8c\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u3001\u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n- \u83b7\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u89d2\u5ea6\u53ca\u7279\u6b8a\u6676\u754c\uff08\u5982\u03a33\u5b6a\u6676\u754c\uff09\u4fe1\u606f\u3002 \n\n3. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09 \n- \u6df1\u5165\u89c2\u5bdf\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u7ed3\u6784\u53ca\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u7b49\uff09\u3002 \n- \u7ed3\u5408\u9ad8\u89d2\u73af\u5f62\u6697\u573a\u6210\u50cf\uff08HAADF\uff09\u53ca\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u83b7\u5f97\u5143\u7d20\u5206\u5e03\u3002 \n\n4. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u901a\u8fc7\u884d\u5c04\u5cf0\u5bbd\u5ea6\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u4f30\u7b97\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5fae\u5e94\u53d8\uff0c\u786e\u8ba4\u76f8\u7ec4\u6210\u3002 \n\n5. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u8f85\u52a9\u5206\u6790\u6837\u54c1\u8868\u9762\u7eb3\u7c73\u7ea7\u5f62\u8c8c\u53ca\u7f3a\u9677\uff08\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u5fae\u88c2\u7eb9\u7b49\uff09\uff0c\u63d0\u4f9b\u4e09\u7ef4\u5f62\u8c8c\u6570\u636e\u3002\n\n## \u4e09\u3001\u6570\u636e\u5206\u6790\u65b9\u6cd5 \n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528OM\u53caSEM-EBSD\u56fe\u50cf\uff0c\u91c7\u7528ImageJ\u3001MTEX\u7b49\u8f6f\u4ef6\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u3001\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\u53ca\u7edf\u8ba1\u53c2\u6570\uff08\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u3002 \n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u7279\u6b8a\u6676\u754c\uff08\u03a33\u5b6a\u6676\u754c\uff09\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u7ec7\u6784\u7279\u5f81\u3002 \n- \u7ed3\u5408\u6676\u754c\u80fd\u91cf\u6a21\u578b\uff0c\u8bc4\u4f30\u6676\u754c\u7c7b\u578b\u5bf9\u529b\u5b66\u6027\u80fd\u548c\u7f3a\u9677\u6f14\u5316\u7684\u5f71\u54cd\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- 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\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09 \n- \u591a\u89c6\u91ce\u91c7\u96c6\u4f4e\u500d\u9ad8\u500d\u56fe\u50cf\uff0c\u7edf\u8ba1\u2265300\u9897\u7c92\u7c92\u5f84\u5206\u5e03\u3002 \n- \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u7ed8\u5236\u7c92\u5f84\u5206\u5e03\u66f2\u7ebf\uff0c\u8ba1\u7b97\u5e73\u5747\u7c92\u5f84\u53ca\u5206\u5e03\u5bbd\u5ea6\u3002 \n- HRTEM\u89c2\u5bdf\u6676\u683c\u6761\u7eb9\uff0c\u8bc6\u522b\u6676\u754c\u7c7b\u578b\u53ca\u7f3a\u9677\u5bc6\u5ea6\u3002 \n\n3. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u626b\u63cf\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u5cf0\u4f4d\u53ca\u5cf0\u5f62\u3002 \n- \u4f7f\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\uff0c\u91cd\u590d\u6d4b\u91cf\u9a8c\u8bc1\u3002 \n\n4. X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- \u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\uff0c\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n- \u6761\u4ef6\u5141\u8bb8\u65f6\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff0c\u83b7\u53d6\u8868\u9762\u5c42\u6210\u5206\u5206\u5e03\u3002 \n- \u91c7\u53d6\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u907f\u514d\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n\n5. \u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1 \n- \u591a\u6b21\u72ec\u7acb\u5236\u5907\u548c\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u3002 \n- \u4ea4\u53c9\u9a8c\u8bc1\u4e0d\u540c\u6280\u672f\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u8bc4\u4f30\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u8868\u5f81\u8fc7\u7a0b\u5f62\u8c8c\u6216\u6210\u5206\u53d8\u5316\u3002 \n\n\u4e8c\u3001\u7406\u8bba\u5206\u6790\u6a21\u578b \n1. \u7c92\u5f84\u6548\u5e94\u6a21\u578b \n- \u9002\u7528\u6676\u7c92\u5c3a\u5bf810\u2013100 nm\uff0c\u9075\u5faaHall-Petch\u5173\u7cfb\uff1a\\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\u3002 \n- <10 nm\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u4e0b\u964d\u3002 \n- \u50ac\u5316\u6027\u80fd\u56e0\u6bd4\u8868\u9762\u79ef\u589e\u52a0\u53ca\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u63d0\u5347\u6d3b\u6027\u4f4d\u70b9\u548c\u8c03\u63a7\u7535\u5b50\u7ed3\u6784\u3002 \n\n2. \u6676\u754c\u7ed3\u6784\u6a21\u578b \n- \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u3001\u6676\u754c\u5bc6\u5ea6\u53ca\u7c7b\u578b\u51b3\u5b9a\u4f4d\u9519\u963b\u788d\u80fd\u529b\u548c\u50ac\u5316\u6d3b\u6027\u3002 \n- \u9ad8\u89d2\u5ea6\u6676\u754c\u963b\u788d\u4f4d\u9519\u66f4\u5f3a\uff0c\u6676\u754c\u7f3a\u9677\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n- \u6676\u754c\u5316\u5b66\u73af\u5883\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\u3002 \n\n3. \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b \n- \u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u914d\u4f4d\u548c\u7535\u5b50\u7ed3\u6784\u51b3\u5b9a\u8868\u9762\u80fd\u548c\u5316\u5b66\u6d3b\u6027\u3002 \n- \u8868\u9762\u5316\u5b66\u4ef7\u6001\u53ca\u5143\u7d20\u5206\u5e03\u8c03\u63a7\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u6027\u8d28\u548c\u9009\u62e9\u6027\u3002 \n- \u8868\u9762\u7f3a\u9677\u4e0e\u5438\u9644\u7269\u5f71\u54cd\u529b\u5b66\u97e7\u6027\u3002 \n\n4. \u7efc\u5408\u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6 \n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f\u53ca\u8bf4\u660e |\n|--------------------|--------------------------------------|--------------------------------------|---------------------------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\uff0c\u9006Hall-Petch\u5c3a\u5bf8\u7ea610 nm |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u6676\u754c\u80fd\uff0c\u6676\u754c\u7c7b\u578b | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6676\u754c\u5bc6\u5ea6\uff0c\u9519\u914d\u89d2\u5ea6\u5206\u5e03 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u5316\u5b66\u4ef7\u6001 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b\uff0c\u5438\u9644\u80fd\uff0c\u53cd\u5e94\u6d3b\u5316\u80fd |\n\n\u4e09\u3001\u603b\u7ed3 \n- \u901a\u8fc7\u4e25\u8c28\u7684\u5b9e\u9a8c\u8868\u5f81\u548c\u5f3a\u5316\u7684\u7406\u8bba\u6a21\u578b\uff0c\u7cfb\u7edf\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u5176\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u673a\u7406\u3002 \n- \u65b9\u6848\u4e3a\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u63d0\u4f9b\u5b9e\u9a8c\u548c\u7406\u8bba\u57fa\u7840\uff0c\u652f\u6301\u591a\u6750\u6599\u4f53\u7cfb\u7684\u6269\u5c55\u4e0e\u5e94\u7528\u3002" + }, + { + "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81": "# \u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\n\n## \u4e00\u3001\u6837\u54c1\u5236\u5907 \n- \u673a\u68b0\u629b\u5149\uff1a\u91c7\u7528\u9010\u6b65\u673a\u68b0\u629b\u5149\u5de5\u827a\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u5e73\u6574\u4e14\u65e0\u660e\u663e\u5212\u75d5\u3002 \n- \u5316\u5b66\u8150\u8680\uff1a\u4f9d\u636e\u6750\u6599\u79cd\u7c7b\u9009\u62e9\u5408\u9002\u8150\u8680\u5242\uff0c\u663e\u73b0\u6676\u7c92\u8fb9\u754c\uff0c\u4fbf\u4e8e\u663e\u5fae\u955c\u89c2\u5bdf\u3002 \n- TEM\u8584\u819c\u5236\u5907\uff1a \n - \u521d\u6b65\u4f7f\u7528\u79bb\u5b50\u7814\u78e8\u6216\u7535\u89e3\u629b\u5149\u5236\u5907\u7eb3\u7c73\u7ea7\u539a\u5ea6\u8584\u819c\uff0c\u4fdd\u8bc1\u7535\u5b50\u900f\u8fc7\u3002 \n - \u4f18\u5316\u589e\u8bbe\u4f4e\u80fd\u79bb\u5b50\u675f\u7cbe\u7ec6\u7814\u78e8\u73af\u8282\uff0c\u51cf\u5c11\u6837\u54c1\u8868\u9762\u635f\u4f24\u548c\u5e94\u529b\uff0c\u63d0\u5347TEM\u6210\u50cf\u8d28\u91cf\u3002\n\n## \u4e8c\u3001\u663e\u5fae\u955c\u53ca\u8c31\u5b66\u6280\u672f\u8868\u5f81 \n1. \u5149\u5b66\u663e\u5fae\u955c\uff08OM\uff09 \n- \u89c2\u5bdf\u8150\u8680\u540e\u6837\u54c1\u8868\u9762\u6676\u7c92\u5f62\u8c8c\uff0c\u6d4b\u91cf\u6676\u7c92\u5e73\u5747\u5c3a\u5bf8\u53ca\u5206\u5e03\u3002 \n\n2. \u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09 \n- \u9ad8\u5206\u8fa8\u7387\u89c2\u5bdf\u6676\u7c92\u8fb9\u754c\u53ca\u5f62\u8c8c\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u3001\u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n- \u83b7\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u89d2\u5ea6\u53ca\u7279\u6b8a\u6676\u754c\uff08\u5982\u03a33\u5b6a\u6676\u754c\uff09\u4fe1\u606f\u3002 \n\n3. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09 \n- \u6df1\u5165\u89c2\u5bdf\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u7ed3\u6784\u53ca\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u7b49\uff09\u3002 \n- \u7ed3\u5408\u9ad8\u89d2\u73af\u5f62\u6697\u573a\u6210\u50cf\uff08HAADF\uff09\u53ca\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u83b7\u5f97\u5143\u7d20\u5206\u5e03\u3002 \n\n4. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u901a\u8fc7\u884d\u5c04\u5cf0\u5bbd\u5ea6\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u4f30\u7b97\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5fae\u5e94\u53d8\uff0c\u786e\u8ba4\u76f8\u7ec4\u6210\u3002 \n\n5. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u8f85\u52a9\u5206\u6790\u6837\u54c1\u8868\u9762\u7eb3\u7c73\u7ea7\u5f62\u8c8c\u53ca\u7f3a\u9677\uff08\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u5fae\u88c2\u7eb9\u7b49\uff09\uff0c\u63d0\u4f9b\u4e09\u7ef4\u5f62\u8c8c\u6570\u636e\u3002\n\n## \u4e09\u3001\u6570\u636e\u5206\u6790\u65b9\u6cd5 \n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528OM\u53caSEM-EBSD\u56fe\u50cf\uff0c\u91c7\u7528ImageJ\u3001MTEX\u7b49\u8f6f\u4ef6\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u3001\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\u53ca\u7edf\u8ba1\u53c2\u6570\uff08\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u3002 \n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u7279\u6b8a\u6676\u754c\uff08\u03a33\u5b6a\u6676\u754c\uff09\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u7ec7\u6784\u7279\u5f81\u3002 \n- \u7ed3\u5408\u6676\u754c\u80fd\u91cf\u6a21\u578b\uff0c\u8bc4\u4f30\u6676\u754c\u7c7b\u578b\u5bf9\u529b\u5b66\u6027\u80fd\u548c\u7f3a\u9677\u6f14\u5316\u7684\u5f71\u54cd\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- \u5229\u7528TEM\u56fe\u50cf\u8bc6\u522b\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\u7f3a\u9677\uff0c\u8fdb\u884c\u8ba1\u6570\u548c\u5bc6\u5ea6\u8ba1\u7b97\u3002 \n- \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff1a \n - \u91c7\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u7b49\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u7f3a\u9677\u81ea\u52a8\u8bc6\u522b\u3001\u5206\u7c7b\u548c\u8ba1\u6570\uff0c\u63d0\u5347\u51c6\u786e\u6027\u548c\u6548\u7387\u3002 \n - \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u786e\u4fdd\u6a21\u578b\u53ef\u9760\u6027\u3002 \n- \u5229\u7528\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\uff08\u70b9\u6a21\u5f0f\u5206\u6790\u3001\u6838\u5bc6\u5ea6\u4f30\u8ba1\u3001Ripley\u2019s K\u51fd\u6570\uff09\u5206\u6790\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\uff0c\u5224\u5b9a\u5747\u5300\u3001\u805a\u96c6\u6216\u968f\u673a\u5206\u5e03\u3002 \n- \u7ed3\u5408\u7f3a\u9677\u7c7b\u578b\u4e0e\u7a7a\u95f4\u5206\u5e03\uff0c\u63a2\u8ba8\u7f3a\u9677\u6f14\u5316\u673a\u5236\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n\n4. \u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790 \n- \u91c7\u7528\u8c22\u4e50\u65b9\u7a0b\u548cWilliamson-Hall\u65b9\u6cd5\u7ed3\u5408XRD\u6570\u636e\u8ba1\u7b97\u6676\u683c\u5fae\u5e94\u53d8\u4e0e\u6676\u7c92\u5c3a\u5bf8\u3002 \n- \u5229\u7528\u591a\u5143\u56de\u5f52\u548c\u76f8\u5173\u6027\u5206\u6790\u63a2\u8ba8\u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u754c\u7c7b\u578b\u7684\u5173\u7cfb\uff0c\u8bc4\u4f30\u7f3a\u9677\u5bf9\u6676\u683c\u7578\u53d8\u548c\u6027\u80fd\u7684\u8d21\u732e\u3002 \n\n5. \u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790 \n- \u91c7\u7528\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u964d\u7ef4\u63d0\u53d6\u5173\u952e\u7ed3\u6784\u7279\u5f81\u3002 \n- \u5229\u7528\u805a\u7c7b\u5206\u6790\uff08K-means\u3001\u5c42\u6b21\u805a\u7c7b\uff09\u8bc6\u522b\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u7c7b\u578b\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff08\u652f\u6301\u5411\u91cf\u673aSVM\u3001\u968f\u673a\u68ee\u6797\uff09\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u9884\u6d4b\u6a21\u578b\uff0c\u8f85\u52a9\u6027\u80fd\u4f18\u5316\u3002 \n\n6. \u53ef\u89c6\u5316\u5c55\u793a \n- \u5236\u4f5c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u56fe\u3001\u6676\u754c\u7c7b\u578b\u997c\u56fe\u3001\u7f3a\u9677\u5bc6\u5ea6\u70ed\u56fe\u3001\u7a7a\u95f4\u5206\u5e03\u56fe\u53ca\u5e94\u53d8\u5206\u5e03\u56fe\u3002 \n- \u5229\u7528\u4e09\u7ef4\u53ef\u89c6\u5316\u8f6f\u4ef6\uff08ParaView\u3001Dream.3D\uff09\u91cd\u5efa\u6676\u7c92\u7ed3\u6784\u548c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\uff0c\u589e\u5f3a\u76f4\u89c2\u7406\u89e3\u3002 \n- \u7f16\u5236\u7efc\u5408\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\uff0c\u4e3a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5bf9\u6bd4\u53ca\u6027\u80fd\u673a\u7406\u7814\u7a76\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\n\n## \u56db\u3001\u603b\u7ed3 \n\u8be5\u5206\u6790\u62a5\u544a\u901a\u8fc7\u591a\u6280\u672f\u8054\u7528\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790\uff0c\u7cfb\u7edf\u3001\u5168\u9762\u4e14\u9ad8\u6548\u5730\u63ed\u793a\u4e86\u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5927\u5c0f\u5206\u5e03\u3001\u6676\u754c\u7279\u5f81\u53ca\u7f3a\u9677\u7c7b\u578b\u4e0e\u7a7a\u95f4\u5206\u5e03\uff0c\u7ed3\u5408\u6676\u683c\u5e94\u53d8\u5206\u6790\uff0c\u5f62\u6210\u79d1\u5b66\u3001\u51c6\u786e\u7684\u5fae\u89c2\u7ed3\u6784\u63cf\u8ff0\u3002\u4e3a\u540e\u7eed\u7814\u7a76\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u65b9\u9762\u4f18\u52bf\u7684\u673a\u7406\u63d0\u4f9b\u575a\u5b9e\u7684\u7ed3\u6784\u57fa\u7840\u548c\u7406\u8bba\u652f\u6491\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5176\u4e0e\u5757\u4f53\u6750\u6599\u5728\u6676\u4f53\u7f3a\u9677\u3001\u6676\u754c\u548c\u5c3a\u5bf8\u6548\u5e94\u65b9\u9762\u7684\u5dee\u5f02\u53ca\u5176\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ], + "Action_Result": "\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u5728\u6676\u4f53\u7f3a\u9677\u3001\u6676\u754c\u548c\u5c3a\u5bf8\u6548\u5e94\u65b9\u9762\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0c\u8fd9\u4e9b\u5dee\u5f02\u76f4\u63a5\u5f71\u54cd\u5176\u6750\u6599\u5f3a\u5ea6\uff0c\u5177\u4f53\u5206\u6790\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5c3a\u5bf8\u6548\u5e94 \n1. \u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u572810\u2013100 nm\u8303\u56f4\u5185\uff0c\u751a\u81f3\u66f4\u5c0f\uff0c\u8fdc\u5c0f\u4e8e\u5757\u4f53\u6750\u6599\u7684\u5fae\u7c73\u7ea7\u6676\u7c92\u5c3a\u5bf8\u3002 \n2. \u6839\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\uff1a \n\\[\n\\sigma_y = \\sigma_0 + k d^{-1/2}\n\\]\n\u5176\u4e2d\uff0c\\(d\\)\u4e3a\u6676\u7c92\u5c3a\u5bf8\uff0c\\(k\\)\u4e3a\u6750\u6599\u5e38\u6570\u3002\u7eb3\u7c73\u6750\u6599\u7531\u4e8e\u6676\u7c92\u6781\u7ec6\uff0c\u4f4d\u9519\u8fd0\u52a8\u53d7\u963b\uff0c\u5bfc\u81f4\u5f3a\u5ea6\u5927\u5e45\u63d0\u5347\u3002 \n3. \u5f53\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e\u7ea610 nm\u65f6\uff0c\u9006Hall-Petch\u6548\u5e94\u51fa\u73b0\uff0c\u5f3a\u5ea6\u4e0b\u964d\uff0c\u8868\u660e\u6781\u7ec6\u6676\u7c92\u53ef\u80fd\u5bfc\u81f4\u5851\u6027\u673a\u5236\u8f6c\u53d8\u3002 \n4. \u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\uff0c\u5c3a\u5bf8\u6548\u5e94\u5f31\uff0c\u5f3a\u5ea6\u63d0\u5347\u4e3b\u8981\u4f9d\u8d56\u4f20\u7edf\u4f4d\u9519\u5f3a\u5316\u673a\u5236\u3002\n\n\u4e8c\u3001\u6676\u754c\u7ed3\u6784\u53ca\u5176\u5f71\u54cd \n1. \u7eb3\u7c73\u6750\u6599\u6676\u754c\u5bc6\u5ea6\u8fdc\u9ad8\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u6676\u754c\u9762\u79ef\u663e\u8457\u589e\u52a0\u3002\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u969c\u788d\uff0c\u589e\u5f3a\u4e86\u6750\u6599\u5f3a\u5ea6\u3002 \n2. \u7eb3\u7c73\u6750\u6599\u6676\u754c\u591a\u4e3a\u9ad8\u89d2\u5ea6\u6676\u754c\uff0c\u5177\u6709\u8f83\u9ad8\u7684\u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6709\u6548\u963b\u788d\u4f4d\u9519\u6ed1\u79fb\uff0c\u63d0\u5347\u5f3a\u5ea6\u3002 \n3. \u6676\u754c\u7f3a\u9677\u5bc6\u5ea6\u9ad8\uff0c\u4e14\u6676\u754c\u5316\u5b66\u73af\u5883\u590d\u6742\uff0c\u90e8\u5206\u6676\u754c\u7f3a\u9677\u4e5f\u80fd\u4f5c\u4e3a\u5e94\u529b\u96c6\u4e2d\u70b9\uff0c\u53ef\u80fd\u5f71\u54cd\u97e7\u6027\u3002 \n4. \u5757\u4f53\u6750\u6599\u6676\u754c\u76f8\u5bf9\u8f83\u5c11\uff0c\u4e14\u6676\u754c\u7c7b\u578b\u591a\u6837\uff08\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u7279\u6b8a\u5b6a\u6676\u754c\uff09\uff0c\u5176\u5bf9\u5f3a\u5ea6\u7684\u8d21\u732e\u8f83\u7eb3\u7c73\u6750\u6599\u5f31\u3002\n\n\u4e09\u3001\u6676\u4f53\u7f3a\u9677\u7684\u7c7b\u578b\u4e0e\u5bc6\u5ea6 \n1. \u7eb3\u7c73\u6750\u6599\u7531\u4e8e\u6676\u7c92\u7ec6\u5c0f\uff0c\u4f4d\u9519\u5bc6\u5ea6\u8f83\u4f4e\uff0c\u4f46\u6676\u754c\u5904\u7f3a\u9677\uff08\u5982\u7a7a\u4f4d\u3001\u9519\u4f4d\u3001\u5b6a\u6676\uff09\u5bc6\u96c6\uff0c\u7f3a\u9677\u5206\u5e03\u66f4\u5747\u5300\u4e14\u53d7\u9650\u4e8e\u6676\u7c92\u5c3a\u5bf8\u3002 \n2. \u5757\u4f53\u6750\u6599\u4f4d\u9519\u5bc6\u5ea6\u8f83\u9ad8\uff0c\u7f3a\u9677\u79cd\u7c7b\u4e30\u5bcc\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\uff09\uff0c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u8f83\u4e3a\u590d\u6742\u4e14\u4e0d\u5747\u5300\u3002 \n3. \u7eb3\u7c73\u6750\u6599\u4e2d\u7f3a\u9677\u4e0e\u6676\u754c\u76f8\u4e92\u8026\u5408\uff0c\u6676\u754c\u4f5c\u4e3a\u7f3a\u9677\u7684\u201c\u6c47\u805a\u201d\u533a\uff0c\u5f3a\u5316\u4e86\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\u7684\u80fd\u529b\uff0c\u63d0\u9ad8\u5f3a\u5ea6\u3002 \n4. \u5757\u4f53\u6750\u6599\u7f3a\u9677\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u66f4\u4f9d\u8d56\u4e8e\u7f3a\u9677\u7c7b\u578b\u548c\u5206\u5e03\uff0c\u4e14\u6613\u53d1\u751f\u7f3a\u9677\u805a\u96c6\u5bfc\u81f4\u5c40\u90e8\u5851\u6027\u53d8\u5f62\u3002\n\n\u56db\u3001\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u53ca\u5316\u5b66\u6001\u5dee\u5f02\uff08\u7eb3\u7c73\u6750\u6599\u7279\u6709\uff09 \n1. 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\u5757\u4f53\u6750\u6599\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4f4e\uff0c\u8868\u9762\u6548\u5e94\u5bf9\u6574\u4f53\u5f3a\u5ea6\u5f71\u54cd\u8f83\u5c0f\u3002\n\n\u7efc\u4e0a\uff0c\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u56e0\u5176\u6781\u7ec6\u6676\u7c92\u5e26\u6765\u7684\u5c3a\u5bf8\u6548\u5e94\u3001\u9ad8\u5bc6\u5ea6\u9ad8\u89d2\u5ea6\u6676\u754c\u7684\u4f4d\u9519\u963b\u788d\u4f5c\u7528\u4ee5\u53ca\u7279\u6b8a\u7684\u8868\u9762\u539f\u5b50\u7ed3\u6784\uff0c\u5171\u540c\u4f5c\u7528\u663e\u8457\u63d0\u9ad8\u4e86\u6750\u6599\u7684\u5f3a\u5ea6\u3002\u5757\u4f53\u6750\u6599\u5219\u56e0\u6676\u7c92\u8f83\u5927\u3001\u6676\u754c\u8f83\u5c11\u4e14\u7f3a\u9677\u7c7b\u578b\u590d\u6742\uff0c\u5f3a\u5ea6\u63d0\u5347\u4e3b\u8981\u4f9d\u8d56\u4f20\u7edf\u4f4d\u9519\u5f3a\u5316\u673a\u5236\uff0c\u6574\u4f53\u5f3a\u5ea6\u8f83\u7eb3\u7c73\u6750\u6599\u4f4e\u3002\n\n\u8fd9\u4e00\u5206\u6790\u4e3a\u7406\u89e3\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u63d0\u5347\u673a\u7406\u63d0\u4f9b\u4e86\u7ed3\u6784\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u540e\u7eed\u9488\u5bf9\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u5206\u6790\u5176\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u754c\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\uff0c\u5e76\u4e0e\u7eb3\u7c73\u6750\u6599\u8fdb\u884c\u5bf9\u6bd4\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ], + "Action_Result": "\u57fa\u4e8e\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\uff0c\u5206\u6790\u5176\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u754c\u5bf9\u6750\u6599\u5f3a\u5ea6\u7684\u5f71\u54cd\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u5bf9\u5f3a\u5ea6\u7684\u5f71\u54cd \n1. \u5757\u4f53\u6750\u6599\u7684\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a\u5fae\u7c73\u7ea7\uff0c\u8fdc\u5927\u4e8e\u7eb3\u7c73\u6750\u6599\u768410\u2013100 nm\u8303\u56f4\u3002\u8f83\u5927\u7684\u6676\u7c92\u5c3a\u5bf8\u5bfc\u81f4\u6676\u754c\u9762\u79ef\u76f8\u5bf9\u8f83\u5c0f\uff0c\u6676\u754c\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\u7684\u80fd\u529b\u51cf\u5f31\u3002 \n2. \u6839\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u8d8a\u5927\uff0c\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u8d8a\u4f4e\uff1a \n\\[\n\\sigma_y = \\sigma_0 + k d^{-1/2}\n\\]\n\u5176\u4e2d\uff0c\\(d\\)\u4e3a\u6676\u7c92\u5c3a\u5bf8\uff0c\\(k\\)\u4e3a\u6750\u6599\u5e38\u6570\u3002\u5757\u4f53\u6750\u6599\u8f83\u5927\u7684\u6676\u7c92\u5c3a\u5bf8\u5bfc\u81f4\\(d^{-1/2}\\)\u8f83\u5c0f\uff0c\u5f3a\u5316\u6548\u5e94\u51cf\u5f31\uff0c\u5f3a\u5ea6\u76f8\u5bf9\u8f83\u4f4e\u3002 \n3. 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nm\uff0c\u6781\u7ec6 | \u7eb3\u7c73\u6750\u6599\u6676\u7c92\u7ec6\u5c0f\uff0c\u5f3a\u5316\u6548\u5e94\u663e\u8457\uff0c\u5f3a\u5ea6\u66f4\u9ad8 |\n| \u6676\u754c\u5bc6\u5ea6 | \u4f4e\uff0c\u6676\u754c\u9762\u79ef\u5c0f | \u9ad8\uff0c\u6676\u754c\u9762\u79ef\u5927 | \u7eb3\u7c73\u6750\u6599\u6676\u754c\u963b\u788d\u4f4d\u9519\u66f4\u6709\u6548\uff0c\u63d0\u5347\u5f3a\u5ea6 |\n| \u6676\u754c\u7c7b\u578b | \u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u5b6a\u6676\u754c\u6df7\u5408 | \u4e3b\u8981\u4e3a\u9ad8\u89d2\u754c\uff0c\u6676\u754c\u80fd\u8f83\u9ad8 | \u7eb3\u7c73\u6750\u6599\u9ad8\u89d2\u754c\u591a\uff0c\u963b\u788d\u4f4d\u9519\u66f4\u5f3a\uff0c\u5f3a\u5316\u6548\u679c\u66f4\u597d|\n| \u7f3a\u9677\u5206\u5e03 | \u7f3a\u9677\u590d\u6742\u4e14\u4e0d\u5747\u5300 | \u7f3a\u9677\u591a\u96c6\u4e2d\u4e8e\u6676\u754c\u4e14\u5206\u5e03\u5747\u5300 | 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+ }, + { + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u7ed3\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u63d0\u51fa\u5176\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u673a\u7406\u5206\u6790\uff0c\u5305\u62ec\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u548c\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u7eb3\u7c73\u6750\u6599\u7ed3\u6784\u7279\u5f81", + "InputObject:\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81" + ], + "Action_Result": "\u7ed3\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u9488\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u673a\u7406\u5206\u6790\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u7684\u6570\u91cf\u4e0e\u5206\u5e03\u5dee\u5f02 \n1. **\u9ad8\u6bd4\u8868\u9762\u79ef\u4e0e\u8868\u9762\u539f\u5b50\u6bd4\u4f8b** \n- \u7eb3\u7c73\u6750\u6599\u7684\u7c92\u5f84\u6781\u5c0f\uff0810\u2013100 nm\uff0c\u751a\u81f3\u66f4\u5c0f\uff09\uff0c\u5bfc\u81f4\u6bd4\u8868\u9762\u79ef\u663e\u8457\u589e\u52a0\uff0c\u76f8\u6bd4\u5757\u4f53\u6750\u6599\u66b4\u9732\u51fa\u66f4\u591a\u7684\u8868\u9762\u539f\u5b50\u3002 \n- \u8868\u9762\u672a\u9971\u548c\u914d\u4f4d\u7684\u539f\u5b50\u6570\u91cf\u5927\u5e45\u63d0\u5347\uff0c\u5f62\u6210\u5927\u91cf\u9ad8\u6d3b\u6027\u7684\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n- \u5757\u4f53\u6750\u6599\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4f4e\uff0c\u6bd4\u8868\u9762\u79ef\u5c0f\uff0c\u6d3b\u6027\u4f4d\u70b9\u7a00\u5c11\uff0c\u50ac\u5316\u6548\u7387\u8f83\u4f4e\u3002\n\n2. **\u6676\u754c\u53ca\u8868\u9762\u7f3a\u9677\u4f5c\u4e3a\u6d3b\u6027\u4f4d\u70b9** \n- 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+ }, + { + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u7ed3\u6784\u5dee\u5f02\u53ca\u50ac\u5316\u6027\u80fd\u673a\u7406\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u6750\u6599\u667a\u80fd\u4f53B\u548c\u6750\u6599\u667a\u80fd\u4f53C\u7684\u5206\u6790\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u5185\u5bb9\u5b8c\u6574\uff0c\u5177\u4f53\u8bc4\u4ef7\u5982\u4e0b\uff1a\n\n1. **\u6750\u6599\u667a\u80fd\u4f53B\u7684\u7ed3\u6784\u5dee\u5f02\u4e0e\u5f3a\u5ea6\u5f71\u54cd\u5206\u6790** \n- 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\n\u7eb3\u7c73\u6750\u6599\u8f83\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u4e0a\u7684\u663e\u8457\u4f18\u52bf\uff0c\u6e90\u4e8e\u5176\u6781\u7ec6\u6676\u7c92\u5e26\u6765\u7684\u5c3a\u5bf8\u6548\u5e94\u3001\u9ad8\u5bc6\u5ea6\u9ad8\u89d2\u5ea6\u6676\u754c\u7684\u4f4d\u9519\u963b\u788d\u80fd\u529b\u3001\u5747\u5300\u5206\u5e03\u7684\u6676\u754c\u7f3a\u9677\u4ee5\u53ca\u8868\u9762\u539f\u5b50\u7ed3\u6784\u7684\u7279\u6b8a\u6027\u3002\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7eb3\u7c73\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u548c\u6574\u4f53\u529b\u5b66\u6027\u80fd\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\u3001\u6676\u754c\u5bc6\u5ea6\u4f4e\u4e14\u7c7b\u578b\u590d\u6742\uff0c\u7f3a\u9677\u5206\u5e03\u4e0d\u5747\uff0c\u5bfc\u81f4\u5176\u5f3a\u5ea6\u63d0\u5347\u53d7\u9650\u4e14\u5851\u6027\u53d8\u5f62\u6613\u53d1\u751f\u3002\u73b0\u4ee3\u591a\u6280\u672f\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7684\u5206\u6790\u65b9\u6cd5\u4e3a\u6df1\u5165\u7406\u89e3\u548c\u4f18\u5316\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u5de5\u5177\u548c\u7406\u8bba\u652f\u6301\u3002\n\n\u8be5\u5b8c\u5584\u7684\u5bf9\u6bd4\u5206\u6790\u4e0d\u4ec5\u660e\u786e\u4e86\u7eb3\u7c73\u6750\u6599\u5f3a\u5ea6\u63d0\u5347\u7684\u5173\u952e\u5fae\u89c2\u673a\u5236\uff0c\u4e5f\u4e3a\u7eb3\u7c73\u6750\u6599\u7684\u8bbe\u8ba1\u548c\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u79d1\u5b66\u4f9d\u636e\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u4f18\u5316\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u7406\u7684\u5206\u6790\uff0c\u589e\u5f3a\u8bba\u8bc1\u7684\u6df1\u5ea6\u548c\u903b\u8f91\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u6211\u5c06\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u673a\u7406\u7684\u5206\u6790\u8fdb\u884c\u4f18\u5316\uff0c\u589e\u5f3a\u8bba\u8bc1\u7684\u6df1\u5ea6\u548c\u903b\u8f91\u6027\uff0c\u8fdb\u4e00\u6b65\u7a81\u51fa\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4e0e\u7535\u5b50\u6001\u534f\u540c\u4f5c\u7528\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u7efc\u5408\u5f71\u54cd\u3002\n\n## Improved version of 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+ }, + { + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u603b\u7ed3\u5e76\u6574\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u6210\u679c\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5f3a\u5ea6\u53ca\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": 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nm\u8303\u56f4\uff0c\u8fdc\u5c0f\u4e8e\u5757\u4f53\u6750\u6599\u7684\u5fae\u7c73\u7ea7\u6676\u7c92\u5c3a\u5bf8\u3002\u6676\u7c92\u7ec6\u5316\u663e\u8457\u589e\u52a0\u6676\u754c\u9762\u79ef\uff0c\u4f9d\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u4f7f\u5f97\u5c48\u670d\u5f3a\u5ea6\u663e\u8457\u63d0\u5347\u3002 \n- \u7eb3\u7c73\u6750\u6599\u7684\u6781\u7ec6\u6676\u7c92\u6709\u6548\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u5347\u5f3a\u5ea6\uff1b\u4f46\u5f53\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e\u7ea610 nm\u65f6\uff0c\u53ef\u80fd\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u4e0b\u964d\uff0c\u8868\u660e\u7eb3\u7c73\u5c3a\u5ea6\u4e0b\u529b\u5b66\u884c\u4e3a\u590d\u6742\u3002 \n- 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\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u56e0\u5176\u6781\u7ec6\u6676\u7c92\u5e26\u6765\u7684\u5c3a\u5bf8\u6548\u5e94\u3001\u9ad8\u5bc6\u5ea6\u9ad8\u89d2\u5ea6\u6676\u754c\u7684\u4f4d\u9519\u963b\u788d\u80fd\u529b\u3001\u5747\u5300\u5206\u5e03\u7684\u6676\u754c\u7f3a\u9677\u53ca\u8868\u9762\u7279\u6b8a\u539f\u5b50\u7ed3\u6784\u548c\u7535\u5b50\u6001\u8c03\u63a7\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u3002\u5757\u4f53\u6750\u6599\u7531\u4e8e\u6676\u7c92\u8f83\u5927\u3001\u6676\u754c\u5bc6\u5ea6\u4f4e\u4e14\u7f3a\u9677\u5206\u5e03\u4e0d\u5747\uff0c\u5f3a\u5ea6\u548c\u50ac\u5316\u6d3b\u6027\u5747\u53d7\u9650\u3002\u591a\u5c3a\u5ea6\u3001\u591a\u6280\u672f\u878d\u5408\u7684\u5206\u6790\u65b9\u6cd5\u4e3a\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u548c\u5b9e\u9a8c\u57fa\u7840\u3002\n\n```\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u4e3b\u8981\u6e90\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\uff1a\n\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5c3a\u5bf8\u6548\u5e94 \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a10\u2013100 nm\uff0c\u8fdc\u5c0f\u4e8e\u5757\u4f53\u6750\u6599\u7684\u5fae\u7c73\u7ea7\u6676\u7c92\u5c3a\u5bf8\u3002\u4f9d\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u663e\u8457\u63d0\u5347\u5c48\u670d\u5f3a\u5ea6\uff1a\n\\[\n\\sigma_y = \\sigma_0 + k d^{-1/2}\n\\]\n\u7eb3\u7c73\u6750\u6599\u6781\u7ec6\u6676\u7c92\u6709\u6548\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u5347\u5f3a\u5ea6\uff0c\u4f46\u5f53\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e\u7ea610 nm\u65f6\uff0c\u53ef\u80fd\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u4e0b\u964d\u3002\u5757\u4f53\u6750\u6599\u6676\u7c92\u8f83\u5927\uff0c\u5f3a\u5316\u6548\u679c\u6709\u9650\uff0c\u5f3a\u5ea6\u76f8\u5bf9\u8f83\u4f4e\u4e14\u4e0d\u5747\u5300\u3002\n\n\u4e8c\u3001\u6676\u754c\u7ed3\u6784\u53ca\u7c7b\u578b \n\u7eb3\u7c73\u6750\u6599\u62e5\u6709\u9ad8\u5bc6\u5ea6\u9ad8\u89d2\u5ea6\u6676\u754c\uff0c\u6676\u754c\u80fd\u9ad8\uff0c\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u969c\u788d\u6781\u5927\u589e\u5f3a\u5f3a\u5ea6\u3002\u6676\u754c\u7f3a\u9677\u4e30\u5bcc\uff0c\u4e0e\u6676\u754c\u8026\u5408\uff0c\u8fdb\u4e00\u6b65\u963b\u788d\u4f4d\u9519\u3002\u5757\u4f53\u6750\u6599\u6676\u754c\u5bc6\u5ea6\u4f4e\uff0c\u6676\u754c\u7c7b\u578b\u591a\u6837\uff0c\u9ad8\u89d2\u754c\u963b\u788d\u8f83\u5f3a\uff0c\u4f4e\u89d2\u754c\u548c\u5b6a\u6676\u754c\u963b\u788d\u5f31\uff0c\u6574\u4f53\u5f3a\u5316\u6709\u9650\u3002\u6676\u754c\u7f3a\u9677\u5206\u5e03\u4e0d\u5747\uff0c\u6613\u5f62\u6210\u5e94\u529b\u96c6\u4e2d\uff0c\u964d\u4f4e\u97e7\u6027\u548c\u5f3a\u5ea6\u3002\n\n\u4e09\u3001\u6676\u4f53\u7f3a\u9677\u7c7b\u578b\u4e0e\u5206\u5e03 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+ } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", + "content": "\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u4e3b\u8981\u6e90\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\uff1a\n\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5c3a\u5bf8\u6548\u5e94 \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a10\u2013100 nm\uff0c\u8fdc\u5c0f\u4e8e\u5757\u4f53\u6750\u6599\u7684\u5fae\u7c73\u7ea7\u6676\u7c92\u5c3a\u5bf8\u3002\u4f9d\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u7c92\u5c3a\u5bf8\u51cf\u5c0f\u663e\u8457\u63d0\u5347\u5c48\u670d\u5f3a\u5ea6\uff1a\n\\[\n\\sigma_y = \\sigma_0 + k d^{-1/2}\n\\]\n\u7eb3\u7c73\u6750\u6599\u6781\u7ec6\u6676\u7c92\u6709\u6548\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u5347\u5f3a\u5ea6\uff0c\u4f46\u5f53\u6676\u7c92\u5c3a\u5bf8\u5c0f\u4e8e\u7ea610 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X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u626b\u63cf\u4e3b\u8981\u6676\u9762\u884d\u5c04\u5cf0\uff0c\u91c7\u7528\u8c22\u4e50\u516c\u5f0f\u8ba1\u7b97\u6676\u7c92\u5c3a\u5bf8\uff0c\u5206\u6790\u5cf0\u4f4d\u53ca\u5cf0\u5f62\u3002 \n- \u4f7f\u7528\u4e13\u4e1a\u8f6f\u4ef6\u8fdb\u884c\u80cc\u666f\u6263\u9664\u548c\u5cf0\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\uff0c\u91cd\u590d\u6d4b\u91cf\u9a8c\u8bc1\u3002 \n\n4. X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09 \n- \u8d85\u9ad8\u771f\u7a7a\u6761\u4ef6\u4e0b\u91c7\u96c6\u5143\u7d20\u6838\u5fc3\u80fd\u7ea7\u8c31\uff0c\u5cf0\u62df\u5408\u5b9a\u91cf\u5206\u6790\u5143\u7d20\u542b\u91cf\u53ca\u5316\u5b66\u4ef7\u6001\u3002 \n- \u6761\u4ef6\u5141\u8bb8\u65f6\u8fdb\u884c\u6df1\u5ea6\u5256\u6790\uff0c\u83b7\u53d6\u8868\u9762\u5c42\u6210\u5206\u5206\u5e03\u3002 \n- \u91c7\u53d6\u6837\u54c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u907f\u514d\u8868\u9762\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n\n5. \u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u9a8c\u8bc1 \n- \u591a\u6b21\u72ec\u7acb\u5236\u5907\u548c\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u3002 \n- \u4ea4\u53c9\u9a8c\u8bc1\u4e0d\u540c\u6280\u672f\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u8bc4\u4f30\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u8868\u5f81\u8fc7\u7a0b\u5f62\u8c8c\u6216\u6210\u5206\u53d8\u5316\u3002 \n\n\u4e8c\u3001\u7406\u8bba\u5206\u6790\u6a21\u578b \n1. \u7c92\u5f84\u6548\u5e94\u6a21\u578b \n- \u9002\u7528\u6676\u7c92\u5c3a\u5bf810\u2013100 nm\uff0c\u9075\u5faaHall-Petch\u5173\u7cfb\uff1a\\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\u3002 \n- <10 nm\u51fa\u73b0\u9006Hall-Petch\u6548\u5e94\uff0c\u5f3a\u5ea6\u4e0b\u964d\u3002 \n- \u50ac\u5316\u6027\u80fd\u56e0\u6bd4\u8868\u9762\u79ef\u589e\u52a0\u53ca\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u63d0\u5347\u6d3b\u6027\u4f4d\u70b9\u548c\u8c03\u63a7\u7535\u5b50\u7ed3\u6784\u3002 \n\n2. \u6676\u754c\u7ed3\u6784\u6a21\u578b \n- \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\u3001\u6676\u754c\u5bc6\u5ea6\u53ca\u7c7b\u578b\u51b3\u5b9a\u4f4d\u9519\u963b\u788d\u80fd\u529b\u548c\u50ac\u5316\u6d3b\u6027\u3002 \n- \u9ad8\u89d2\u5ea6\u6676\u754c\u963b\u788d\u4f4d\u9519\u66f4\u5f3a\uff0c\u6676\u754c\u7f3a\u9677\u4e3a\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u3002 \n- \u6676\u754c\u5316\u5b66\u73af\u5883\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\u3002 \n\n3. \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u72b6\u6001\u6a21\u578b \n- \u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u914d\u4f4d\u548c\u7535\u5b50\u7ed3\u6784\u51b3\u5b9a\u8868\u9762\u80fd\u548c\u5316\u5b66\u6d3b\u6027\u3002 \n- \u8868\u9762\u5316\u5b66\u4ef7\u6001\u53ca\u5143\u7d20\u5206\u5e03\u8c03\u63a7\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u6027\u8d28\u548c\u9009\u62e9\u6027\u3002 \n- \u8868\u9762\u7f3a\u9677\u4e0e\u5438\u9644\u7269\u5f71\u54cd\u529b\u5b66\u97e7\u6027\u3002 \n\n4. \u7efc\u5408\u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6 \n\n| \u7ed3\u6784\u7279\u5f81 | \u7269\u7406\u5316\u5b66\u6548\u5e94 | \u6027\u80fd\u5f71\u54cd | \u5173\u952e\u53c2\u6570/\u516c\u5f0f\u53ca\u8bf4\u660e |\n|--------------------|--------------------------------------|--------------------------------------|---------------------------------------------------|\n| \u7c92\u5f84 | \u6bd4\u8868\u9762\u79ef\u589e\u52a0\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u6676\u7c92\u5c3a\u5bf8\u6548\u5e94 | \u5f3a\u5ea6\u63d0\u5347\uff08Hall-Petch\uff09\uff0c\u50ac\u5316\u6d3b\u6027\u63d0\u5347 | \\(\\sigma_y = \\sigma_0 + k d^{-1/2}\\)\uff0c\u9006Hall-Petch\u5c3a\u5bf8\u7ea610 nm |\n| \u6676\u754c | \u4f4d\u9519\u963b\u788d\uff0c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u6676\u754c\u80fd\uff0c\u6676\u754c\u7c7b\u578b | \u5f3a\u5ea6\u589e\u5f3a\uff0c\u50ac\u5316\u6d3b\u6027\u589e\u5f3a | \u6676\u754c\u80fd\\(\\gamma_{gb}\\)\uff0c\u6676\u754c\u5bc6\u5ea6\uff0c\u9519\u914d\u89d2\u5ea6\u5206\u5e03 |\n| \u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u4e0e\u5316\u5b66\u6001 | \u672a\u9971\u548c\u914d\u4f4d\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\uff0c\u5316\u5b66\u4ef7\u6001 | \u8868\u9762\u80fd\u53d8\u5316\uff0c\u50ac\u5316\u6d3b\u6027\u8c03\u8282 | \u8868\u9762\u8986\u76d6\u7387\uff0c\u5316\u5b66\u6001\u6bd4\u4f8b\uff0c\u5438\u9644\u80fd\uff0c\u53cd\u5e94\u6d3b\u5316\u80fd |\n\n\u4e09\u3001\u603b\u7ed3 \n- \u901a\u8fc7\u4e25\u8c28\u7684\u5b9e\u9a8c\u8868\u5f81\u548c\u5f3a\u5316\u7684\u7406\u8bba\u6a21\u578b\uff0c\u7cfb\u7edf\u63ed\u793a\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u5176\u5bf9\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\u673a\u7406\u3002 \n- \u65b9\u6848\u4e3a\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5316\u8bbe\u8ba1\u63d0\u4f9b\u5b9e\u9a8c\u548c\u7406\u8bba\u57fa\u7840\uff0c\u652f\u6301\u591a\u6750\u6599\u4f53\u7cfb\u7684\u6269\u5c55\u4e0e\u5e94\u7528\u3002" + }, + { + "\u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81": "# \u5757\u4f53\u6750\u6599\u7ed3\u6784\u7279\u5f81\u5206\u6790\u62a5\u544a\n\n## \u4e00\u3001\u6837\u54c1\u5236\u5907 \n- \u673a\u68b0\u629b\u5149\uff1a\u91c7\u7528\u9010\u6b65\u673a\u68b0\u629b\u5149\u5de5\u827a\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u5e73\u6574\u4e14\u65e0\u660e\u663e\u5212\u75d5\u3002 \n- \u5316\u5b66\u8150\u8680\uff1a\u4f9d\u636e\u6750\u6599\u79cd\u7c7b\u9009\u62e9\u5408\u9002\u8150\u8680\u5242\uff0c\u663e\u73b0\u6676\u7c92\u8fb9\u754c\uff0c\u4fbf\u4e8e\u663e\u5fae\u955c\u89c2\u5bdf\u3002 \n- TEM\u8584\u819c\u5236\u5907\uff1a \n - \u521d\u6b65\u4f7f\u7528\u79bb\u5b50\u7814\u78e8\u6216\u7535\u89e3\u629b\u5149\u5236\u5907\u7eb3\u7c73\u7ea7\u539a\u5ea6\u8584\u819c\uff0c\u4fdd\u8bc1\u7535\u5b50\u900f\u8fc7\u3002 \n - \u4f18\u5316\u589e\u8bbe\u4f4e\u80fd\u79bb\u5b50\u675f\u7cbe\u7ec6\u7814\u78e8\u73af\u8282\uff0c\u51cf\u5c11\u6837\u54c1\u8868\u9762\u635f\u4f24\u548c\u5e94\u529b\uff0c\u63d0\u5347TEM\u6210\u50cf\u8d28\u91cf\u3002\n\n## \u4e8c\u3001\u663e\u5fae\u955c\u53ca\u8c31\u5b66\u6280\u672f\u8868\u5f81 \n1. \u5149\u5b66\u663e\u5fae\u955c\uff08OM\uff09 \n- \u89c2\u5bdf\u8150\u8680\u540e\u6837\u54c1\u8868\u9762\u6676\u7c92\u5f62\u8c8c\uff0c\u6d4b\u91cf\u6676\u7c92\u5e73\u5747\u5c3a\u5bf8\u53ca\u5206\u5e03\u3002 \n\n2. \u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09 \n- \u9ad8\u5206\u8fa8\u7387\u89c2\u5bdf\u6676\u7c92\u8fb9\u754c\u53ca\u5f62\u8c8c\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u3001\u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n- \u83b7\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u89d2\u5ea6\u53ca\u7279\u6b8a\u6676\u754c\uff08\u5982\u03a33\u5b6a\u6676\u754c\uff09\u4fe1\u606f\u3002 \n\n3. \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09 \n- \u6df1\u5165\u89c2\u5bdf\u7eb3\u7c73\u5c3a\u5ea6\u6676\u7c92\u7ed3\u6784\u53ca\u6676\u683c\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u7b49\uff09\u3002 \n- \u7ed3\u5408\u9ad8\u89d2\u73af\u5f62\u6697\u573a\u6210\u50cf\uff08HAADF\uff09\u53ca\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u83b7\u5f97\u5143\u7d20\u5206\u5e03\u3002 \n\n4. X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09 \n- \u901a\u8fc7\u884d\u5c04\u5cf0\u5bbd\u5ea6\u548c\u5cf0\u5f62\u5206\u6790\uff0c\u4f30\u7b97\u5e73\u5747\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u683c\u5fae\u5e94\u53d8\uff0c\u786e\u8ba4\u76f8\u7ec4\u6210\u3002 \n\n5. \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n- \u8f85\u52a9\u5206\u6790\u6837\u54c1\u8868\u9762\u7eb3\u7c73\u7ea7\u5f62\u8c8c\u53ca\u7f3a\u9677\uff08\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u5fae\u88c2\u7eb9\u7b49\uff09\uff0c\u63d0\u4f9b\u4e09\u7ef4\u5f62\u8c8c\u6570\u636e\u3002\n\n## \u4e09\u3001\u6570\u636e\u5206\u6790\u65b9\u6cd5 \n1. \u6676\u7c92\u5927\u5c0f\u7edf\u8ba1\u5206\u6790 \n- \u5229\u7528OM\u53caSEM-EBSD\u56fe\u50cf\uff0c\u91c7\u7528ImageJ\u3001MTEX\u7b49\u8f6f\u4ef6\u81ea\u52a8\u8bc6\u522b\u6676\u7c92\u8f6e\u5ed3\u3002 \n- \u8ba1\u7b97\u6676\u7c92\u7b49\u6548\u76f4\u5f84\u3001\u9762\u79ef\u5206\u5e03\u3001\u5c3a\u5bf8\u5206\u5e03\u76f4\u65b9\u56fe\u53ca\u7edf\u8ba1\u53c2\u6570\uff08\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u3002 \n\n2. \u6676\u754c\u7c7b\u578b\u53ca\u5206\u5e03\u5206\u6790 \n- \u57fa\u4e8eEBSD\u6570\u636e\uff0c\u5206\u7c7b\u7edf\u8ba1\u9ad8\u89d2\u754c\u3001\u4f4e\u89d2\u754c\u53ca\u7279\u6b8a\u6676\u754c\uff08\u03a33\u5b6a\u6676\u754c\uff09\u5360\u6bd4\u3002 \n- \u901a\u8fc7\u6781\u56fe\u548c\u6676\u7c92\u53d6\u5411\u5206\u5e03\u51fd\u6570\uff08ODF\uff09\u5206\u6790\u7ec7\u6784\u7279\u5f81\u3002 \n- \u7ed3\u5408\u6676\u754c\u80fd\u91cf\u6a21\u578b\uff0c\u8bc4\u4f30\u6676\u754c\u7c7b\u578b\u5bf9\u529b\u5b66\u6027\u80fd\u548c\u7f3a\u9677\u6f14\u5316\u7684\u5f71\u54cd\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7a7a\u95f4\u5206\u5e03\u5206\u6790 \n- \u5229\u7528TEM\u56fe\u50cf\u8bc6\u522b\u4f4d\u9519\u3001\u5b6a\u6676\u3001\u7a7a\u4f4d\u56e2\u7c07\u7b49\u7f3a\u9677\uff0c\u8fdb\u884c\u8ba1\u6570\u548c\u5bc6\u5ea6\u8ba1\u7b97\u3002 \n- \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u4e0e\u5206\u7c7b\uff1a \n - \u91c7\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u7b49\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u7f3a\u9677\u81ea\u52a8\u8bc6\u522b\u3001\u5206\u7c7b\u548c\u8ba1\u6570\uff0c\u63d0\u5347\u51c6\u786e\u6027\u548c\u6548\u7387\u3002 \n - \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u786e\u4fdd\u6a21\u578b\u53ef\u9760\u6027\u3002 \n- \u5229\u7528\u7a7a\u95f4\u7edf\u8ba1\u65b9\u6cd5\uff08\u70b9\u6a21\u5f0f\u5206\u6790\u3001\u6838\u5bc6\u5ea6\u4f30\u8ba1\u3001Ripley\u2019s K\u51fd\u6570\uff09\u5206\u6790\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\uff0c\u5224\u5b9a\u5747\u5300\u3001\u805a\u96c6\u6216\u968f\u673a\u5206\u5e03\u3002 \n- \u7ed3\u5408\u7f3a\u9677\u7c7b\u578b\u4e0e\u7a7a\u95f4\u5206\u5e03\uff0c\u63a2\u8ba8\u7f3a\u9677\u6f14\u5316\u673a\u5236\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n\n4. \u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u76f8\u5173\u6027\u5206\u6790 \n- \u91c7\u7528\u8c22\u4e50\u65b9\u7a0b\u548cWilliamson-Hall\u65b9\u6cd5\u7ed3\u5408XRD\u6570\u636e\u8ba1\u7b97\u6676\u683c\u5fae\u5e94\u53d8\u4e0e\u6676\u7c92\u5c3a\u5bf8\u3002 \n- \u5229\u7528\u591a\u5143\u56de\u5f52\u548c\u76f8\u5173\u6027\u5206\u6790\u63a2\u8ba8\u6676\u683c\u5e94\u53d8\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u754c\u7c7b\u578b\u7684\u5173\u7cfb\uff0c\u8bc4\u4f30\u7f3a\u9677\u5bf9\u6676\u683c\u7578\u53d8\u548c\u6027\u80fd\u7684\u8d21\u732e\u3002 \n\n5. \u591a\u7ef4\u6570\u636e\u7efc\u5408\u5206\u6790 \n- \u91c7\u7528\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u964d\u7ef4\u63d0\u53d6\u5173\u952e\u7ed3\u6784\u7279\u5f81\u3002 \n- 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nm\u751a\u81f3\u66f4\u5c0f\uff09\uff0c\u6bd4\u8868\u9762\u79ef\u663e\u8457\u589e\u52a0\uff0c\u5bfc\u81f4\u5355\u4f4d\u4f53\u79ef\u6216\u8d28\u91cf\u7684\u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u6bd4\u4f8b\u5927\u5e45\u63d0\u5347\u3002\u8fd9\u4e9b\u672a\u9971\u548c\u914d\u4f4d\u7684\u8868\u9762\u539f\u5b50\u6210\u4e3a\u9ad8\u6d3b\u6027\u7684\u50ac\u5316\u4f4d\u70b9\uff0c\u663e\u8457\u589e\u5f3a\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u6d3b\u5316\u80fd\u529b\u3002 \n- \u5757\u4f53\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u8f83\u5927\uff0c\u6bd4\u8868\u9762\u79ef\u4f4e\uff0c\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u6570\u91cf\u6709\u9650\uff0c\u50ac\u5316\u53cd\u5e94\u4e2d\u53ef\u5229\u7528\u7684\u6d3b\u6027\u4e2d\u5fc3\u7a00\u7f3a\uff0c\u9650\u5236\u4e86\u50ac\u5316\u6548\u7387\u3002\n\n2. **\u6676\u754c\u53ca\u7f3a\u9677\u7ed3\u6784\u7279\u5f81** \n- 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+ }, + { + "ActionType": "Critique", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u8bc4\u4f30\u6750\u6599\u667a\u80fd\u4f53C\u63d0\u51fa\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u4f9d\u636e\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u4e4b\u5904\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u6750\u6599\u667a\u80fd\u4f53C\u5bf9\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u603b\u4f53\u5408\u7406\uff0c\u79d1\u5b66\u4f9d\u636e\u5145\u5206\uff0c\u5c24\u5176\u5f3a\u8c03\u4e86\u6bd4\u8868\u9762\u79ef\u3001\u6676\u754c\u7f3a\u9677\u548c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u7684\u534f\u540c\u4f5c\u7528\uff0c\u7b26\u5408\u5f53\u524d\u6750\u6599\u79d1\u5b66\u7684\u5171\u8bc6\u3002\n\n\u4e0d\u8fc7\uff0c\u6709\u4e24\u70b9\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5b8c\u5584\uff1a \n1. 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\n\n\u603b\u4f53\u6765\u770b\uff0c\u6750\u6599\u667a\u80fd\u4f53C\u7684\u5206\u6790\u6846\u67b6\u6e05\u6670\uff0c\u9002\u5408\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u7814\u7a76\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u6839\u636e\u6750\u6599\u667a\u80fd\u4f53A\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u5206\u6790\uff0c\u8865\u5145\u7535\u5b50\u7ed3\u6784\u4e0e\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u7684\u5177\u4f53\u5173\u7cfb\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": 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**\u6676\u754c\u53ca\u7f3a\u9677\u7ed3\u6784\u7279\u5f81\u5bf9\u50ac\u5316\u6d3b\u6027\u7684\u8d21\u732e** \n- \u7eb3\u7c73\u6750\u6599\u4e2d\u6676\u754c\u5bc6\u5ea6\u9ad8\uff0c\u6676\u754c\u7c7b\u578b\u591a\u6837\uff08\u9ad8\u89d2\u754c\u3001\u9519\u914d\u754c\u7b49\uff09\uff0c\u6676\u754c\u53ca\u5176\u7f3a\u9677\uff08\u5982\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u754c\uff09\u56e0\u5c40\u90e8\u914d\u4f4d\u4e0d\u5b8c\u5168\u53ca\u7535\u5b50\u7ed3\u6784\u7578\u53d8\uff0c\u6210\u4e3a\u989d\u5916\u7684\u9ad8\u6d3b\u6027\u50ac\u5316\u4f4d\u70b9\u3002\u8fd9\u4e9b\u4f4d\u70b9\u4e0d\u4ec5\u589e\u5f3a\u4e86\u53cd\u5e94\u7269\u7684\u5438\u9644\uff0c\u8fd8\u53ef\u80fd\u6539\u53d8\u53cd\u5e94\u8def\u5f84\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\u3002 \n- \u5757\u4f53\u6750\u6599\u6676\u754c\u5bc6\u5ea6\u4f4e\uff0c\u4e14\u6676\u754c\u591a\u4e3a\u4f4e\u89d2\u754c\u6216\u7279\u6b8a\u754c\uff0c\u7f3a\u9677\u6570\u91cf\u548c\u5bc6\u5ea6\u8f83\u4f4e\uff0c\u6d3b\u6027\u4f4d\u70b9\u7f3a\u4e4f\uff0c\u50ac\u5316\u6d3b\u6027\u76f8\u5bf9\u8f83\u5f31\u3002\n\n3. **\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u7684\u9002\u7528\u8303\u56f4\u53ca\u5176\u5f71\u54cd** \n- \u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4e3b\u8981\u5728\u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u5c0f\u4e8e\u7ea610 nm\u65f6\u663e\u8457\uff0c\u8868\u73b0\u4e3a\u7535\u5b50\u80fd\u7ea7\u7531\u8fde\u7eed\u5411\u79bb\u6563\u8f6c\u53d8\uff0c\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u4e91\u5206\u5e03\u4ea7\u751f\u663e\u8457\u53d8\u5316\uff0c\u5f62\u6210\u4e9a\u7a33\u6001\u548c\u591a\u6837\u5316\u7684\u5316\u5b66\u4ef7\u6001\u3002\u8fd9\u79cd\u6548\u5e94\u6709\u52a9\u4e8e\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u5347\u50ac\u5316\u901f\u7387\u3002 \n- \u5728\u7c92\u5f84\u8f83\u5927\uff0810\u2013100 nm\uff09\u65f6\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u51cf\u5f31\uff0c\u4f46\u6bd4\u8868\u9762\u79ef\u548c\u6676\u754c\u6548\u5e94\u4ecd\u663e\u8457\u5f71\u54cd\u50ac\u5316\u6027\u80fd\u3002 \n- \u5757\u4f53\u6750\u6599\u56e0\u7c92\u5f84\u8f83\u5927\uff0c\u7535\u5b50\u6001\u5206\u5e03\u8fde\u7eed\u4e14\u7a33\u5b9a\uff0c\u7f3a\u4e4f\u660e\u663e\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u80fd\u529b\u5f31\u3002\n\n4. **\u8868\u9762\u5316\u5b66\u6001\u7684\u52a8\u6001\u53d8\u5316\u4e0e\u50ac\u5316\u53cd\u5e94\u73af\u5883\u7684\u8026\u5408** \n- \u50ac\u5316\u8fc7\u7a0b\u4e2d\uff0c\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5316\u5b66\u6001\u4f1a\u968f\u53cd\u5e94\u6761\u4ef6\uff08\u6e29\u5ea6\u3001\u6c14\u6c1b\u3001\u53cd\u5e94\u7269\u6d53\u5ea6\u7b49\uff09\u52a8\u6001\u6f14\u53d8\uff0c\u5bfc\u81f4\u8868\u9762\u7535\u5b50\u7ed3\u6784\u548c\u6d3b\u6027\u4f4d\u70b9\u6027\u8d28\u53d1\u751f\u53d8\u5316\u3002 \n- \u8fd9\u79cd\u52a8\u6001\u53d8\u5316\u5f71\u54cd\u5438\u9644\u80fd\u3001\u53cd\u5e94\u8def\u5f84\u53ca\u50ac\u5316\u9009\u62e9\u6027\uff0c\u5f62\u6210\u53cd\u5e94\u4e2d\u95f4\u6001\u7684\u7a33\u5b9a\u5438\u9644\u7ed3\u6784\uff0c\u6709\u5229\u4e8e\u53cd\u5e94\u6d3b\u5316\u80fd\u7684\u964d\u4f4e\u548c\u50ac\u5316\u6548\u7387\u7684\u63d0\u5347\u3002 \n- \u5757\u4f53\u6750\u6599\u8868\u9762\u5316\u5b66\u6001\u8f83\u4e3a\u7a33\u5b9a\u4e14\u5355\u4e00\uff0c\u96be\u4ee5\u9002\u5e94\u53cd\u5e94\u73af\u5883\u7684\u53d8\u5316\uff0c\u9650\u5236\u4e86\u50ac\u5316\u6027\u80fd\u7684\u63d0\u5347\u3002\n\n5. **\u6676\u754c\u53ca\u8868\u9762\u5e94\u529b\u5bf9\u7535\u5b50\u7ed3\u6784\u548c\u50ac\u5316\u6d3b\u6027\u7684\u8c03\u63a7** \n- \u7eb3\u7c73\u6750\u6599\u4e2d\u9ad8\u5bc6\u5ea6\u6676\u754c\u548c\u8868\u9762\u5e94\u529b\u663e\u8457\uff0c\u80fd\u591f\u8c03\u8282\u8868\u9762\u539f\u5b50\u7684\u7535\u5b50\u4e91\u5206\u5e03\u548c\u5316\u5b66\u4ef7\u6001\uff0c\u589e\u5f3a\u8868\u9762\u80fd\u548c\u50ac\u5316\u6d3b\u6027\u3002 \n- \u5757\u4f53\u6750\u6599\u6676\u754c\u80fd\u548c\u8868\u9762\u5e94\u529b\u8f83\u4f4e\uff0c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u80fd\u529b\u6709\u9650\uff0c\u96be\u4ee5\u5f62\u6210\u9ad8\u6548\u50ac\u5316\u4e2d\u5fc3\u3002\n\n**\u603b\u7ed3\uff1a** \n\u7eb3\u7c73\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u4f18\u52bf\u4e3b\u8981\u5f52\u56e0\u4e8e\u5176\u6781\u9ad8\u7684\u6bd4\u8868\u9762\u79ef\u5e26\u6765\u7684\u4e30\u5bcc\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\uff0c\u9ad8\u5bc6\u5ea6\u591a\u6837\u7684\u6676\u754c\u548c\u7f3a\u9677\u7ed3\u6784\uff0c\u4ee5\u53ca\u5728\u7c92\u5f84\u6781\u5c0f\u65f6\u663e\u73b0\u7684\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u3002\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u8c03\u63a7\u4e86\u8868\u9762\u7535\u5b50\u7ed3\u6784\u548c\u5316\u5b66\u4ef7\u6001\uff0c\u663e\u8457\u63d0\u5347\u4e86\u53cd\u5e94\u7269\u7684\u5438\u9644\u80fd\u529b\u548c\u6d3b\u5316\u6548\u7387\uff0c\u964d\u4f4e\u4e86\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u4fc3\u8fdb\u4e86\u50ac\u5316\u53cd\u5e94\u7684\u8fdb\u884c\u3002\u540c\u65f6\uff0c\u50ac\u5316\u8fc7\u7a0b\u4e2d\u8868\u9762\u5316\u5b66\u6001\u7684\u52a8\u6001\u6f14\u53d8\u8fdb\u4e00\u6b65\u4f18\u5316\u4e86\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u56e0\u6676\u7c92\u5927\u3001\u6676\u754c\u548c\u7f3a\u9677\u7a00\u5c11\u3001\u7535\u5b50\u7ed3\u6784\u7a33\u5b9a\uff0c\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u4e0d\u8db3\uff0c\u7535\u5b50\u6001\u8c03\u63a7\u80fd\u529b\u5f31\uff0c\u5bfc\u81f4\u50ac\u5316\u6027\u80fd\u76f8\u5bf9\u8f83\u4f4e\u3002\n\n\u8be5\u5206\u6790\u4e3a\u540e\u7eed\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u5242\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u63d0\u4f9b\u4e86\u7406\u8bba\u6307\u5bfc\uff0c\u5f3a\u8c03\u4e86\u5728\u5177\u4f53\u6750\u6599\u4f53\u7cfb\u548c\u53cd\u5e94\u6761\u4ef6\u4e0b\uff0c\u9700\u7ed3\u5408\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4e0e\u8868\u9762\u5316\u5b66\u6001\u52a8\u6001\u53d8\u5316\u7684\u7efc\u5408\u8003\u91cf\uff0c\u4ee5\u5b9e\u73b0\u50ac\u5316\u6027\u80fd\u7684\u6700\u5927\u5316\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53B", + "Description": "\u603b\u7ed3\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u5f71\u54cd\u56e0\u7d20\u5206\u6790\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u57fa\u4e8e\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u548c\u524d\u9762\u6750\u6599\u667a\u80fd\u4f53A\u3001B\u3001C\u7684\u5206\u6790\u53ca\u6539\u8fdb\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u4e24\u8005\u50ac\u5316\u6027\u80fd\u5dee\u5f02\u7684\u5f71\u54cd\u56e0\u7d20\u505a\u4e00\u4e2a\u7cfb\u7edf\u4e14\u5b8c\u6574\u7684\u603b\u7ed3\uff0c\u91cd\u70b9\u7a81\u51fa\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u3001\u6676\u754c\u7f3a\u9677\u3001\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u3001\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4ee5\u53ca\u8868\u9762\u5316\u5b66\u6001\u7684\u52a8\u6001\u53d8\u5316\u7b49\u5173\u952e\u65b9\u9762\uff0c\u5f62\u6210\u4e00\u4efd\u79d1\u5b66\u4e25\u8c28\u4e14\u5b9e\u7528\u7684\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\u62a5\u544a\u3002\n\n```\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u5dee\u5f02\uff0c\u4e3b\u8981\u6e90\u4e8e\u5176\u72ec\u7279\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u5bf9\u50ac\u5316\u53cd\u5e94\u7684\u591a\u91cd\u4fc3\u8fdb\u4f5c\u7528\u3002\u7efc\u5408\u7eb3\u7c73\u6750\u6599\u4e0e\u5757\u4f53\u6750\u6599\u7684\u7ed3\u6784\u7279\u5f81\u53ca\u5176\u5bf9\u50ac\u5316\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u5173\u952e\u56e0\u7d20\u5305\u62ec\uff1a\n\n1. \u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u5bc6\u5ea6\u53ca\u5176\u7535\u5b50\u7ed3\u6784\u7279\u5f81 \n- \u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u6781\u5c0f\uff08\u901a\u5e3810\u2013100 nm\uff0c\u751a\u81f3\u4e9a10 nm\uff09\uff0c\u5bfc\u81f4\u6bd4\u8868\u9762\u79ef\u663e\u8457\u589e\u52a0\uff0c\u5355\u4f4d\u4f53\u79ef\u6216\u8d28\u91cf\u7684\u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u6bd4\u4f8b\u5927\u5e45\u63d0\u5347\u3002\u672a\u9971\u548c\u914d\u4f4d\u7684\u8868\u9762\u539f\u5b50\u56e0\u5176\u4e0d\u5b8c\u6574\u7684\u914d\u4f4d\u73af\u5883\uff0c\u7535\u5b50\u4e91\u5bc6\u5ea6\u5206\u5e03\u4e0d\u5747\uff0c\u5f62\u6210\u9ad8\u80fd\u6001\u7535\u5b50\u4f4d\u70b9\uff0c\u6781\u5927\u589e\u5f3a\u4e86\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u6d3b\u5316\u80fd\u529b\u3002 \n- \u7535\u5b50\u7ed3\u6784\u65b9\u9762\uff0c\u7eb3\u7c73\u5c3a\u5bf8\u5f15\u8d77\u7684\u5c40\u90e8\u7535\u5b50\u6001\u5bc6\u5ea6\u589e\u52a0\u548c\u7535\u5b50\u4e91\u91cd\u6392\uff0c\u4f7f\u8868\u9762\u539f\u5b50\u5177\u5907\u591a\u6837\u5316\u7684\u7535\u5b50\u6001\u548c\u5316\u5b66\u4ef7\u6001\uff0c\u5f62\u6210\u4e30\u5bcc\u7684\u50ac\u5316\u6d3b\u6027\u4e2d\u5fc3\u3002\u7535\u5b50\u7ed3\u6784\u7684\u8c03\u63a7\u76f4\u63a5\u5f71\u54cd\u5438\u9644\u80fd\u548c\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u8fdb\u800c\u51b3\u5b9a\u50ac\u5316\u53cd\u5e94\u7684\u901f\u7387\u548c\u9009\u62e9\u6027\u3002 \n- \u5757\u4f53\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u8f83\u5927\uff0c\u8868\u9762\u672a\u9971\u548c\u539f\u5b50\u6bd4\u4f8b\u4f4e\uff0c\u7535\u5b50\u7ed3\u6784\u8d8b\u4e8e\u7a33\u5b9a\u4e14\u5747\u5300\uff0c\u7f3a\u4e4f\u9ad8\u6d3b\u6027\u7535\u5b50\u6001\uff0c\u5bfc\u81f4\u50ac\u5316\u6d3b\u6027\u4f4d\u70b9\u7a00\u5c11\uff0c\u9650\u5236\u4e86\u50ac\u5316\u6548\u7387\u3002\n\n2. \u6676\u754c\u53ca\u7f3a\u9677\u7ed3\u6784\u7279\u5f81\u5bf9\u50ac\u5316\u6d3b\u6027\u7684\u8d21\u732e \n- \u7eb3\u7c73\u6750\u6599\u4e2d\u6676\u754c\u5bc6\u5ea6\u9ad8\uff0c\u6676\u754c\u7c7b\u578b\u591a\u6837\uff08\u9ad8\u89d2\u754c\u3001\u9519\u914d\u754c\u7b49\uff09\uff0c\u6676\u754c\u53ca\u5176\u7f3a\u9677\uff08\u5982\u4f4d\u9519\u3001\u7a7a\u4f4d\u3001\u5b6a\u6676\u754c\uff09\u56e0\u5c40\u90e8\u914d\u4f4d\u4e0d\u5b8c\u5168\u53ca\u7535\u5b50\u7ed3\u6784\u7578\u53d8\uff0c\u6210\u4e3a\u989d\u5916\u7684\u9ad8\u6d3b\u6027\u50ac\u5316\u4f4d\u70b9\u3002\u8fd9\u4e9b\u4f4d\u70b9\u4e0d\u4ec5\u589e\u5f3a\u4e86\u53cd\u5e94\u7269\u7684\u5438\u9644\uff0c\u8fd8\u53ef\u80fd\u6539\u53d8\u53cd\u5e94\u8def\u5f84\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\u3002 \n- 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+ }, + { + "LogNodeType": "step", + "NodeId": "\u7efc\u5408\u539f\u56e0\u603b\u7ed3", + "InputName_List": [ + "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790", + "\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u5206\u6790" + ], + "OutputName": "\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3", + "chatLog": [], + "inputObject_Record": [ + { + "\u5f3a\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790": "\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u4e3b\u8981\u6e90\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\uff1a\n\n\u4e00\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5c3a\u5bf8\u6548\u5e94 \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u4e3a10\u2013100 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nm\u65f6\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u663e\u8457\uff0c\u7535\u5b50\u80fd\u7ea7\u7531\u8fde\u7eed\u5411\u79bb\u6563\u8f6c\u53d8\uff0c\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u4e91\u5206\u5e03\u53d1\u751f\u663e\u8457\u53d8\u5316\uff0c\u5f62\u6210\u4e9a\u7a33\u6001\u548c\u591a\u6837\u5316\u5316\u5b66\u4ef7\u6001\u3002\u8fd9\u79cd\u6548\u5e94\u6709\u52a9\u4e8e\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u5347\u50ac\u5316\u901f\u7387\u548c\u9009\u62e9\u6027\u3002\n\n5. **\u8868\u9762\u5316\u5b66\u6001\u7684\u52a8\u6001\u53d8\u5316** \n\u50ac\u5316\u8fc7\u7a0b\u4e2d\uff0c\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5316\u5b66\u6001\u4f1a\u968f\u53cd\u5e94\u6761\u4ef6\u52a8\u6001\u6f14\u53d8\uff0c\u5bfc\u81f4\u8868\u9762\u7535\u5b50\u7ed3\u6784\u548c\u6d3b\u6027\u4f4d\u70b9\u6027\u8d28\u53d1\u751f\u53d8\u5316\u3002\u8fd9\u79cd\u52a8\u6001\u8c03\u63a7\u4f18\u5316\u4e86\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\uff0c\u7a33\u5b9a\u53cd\u5e94\u4e2d\u95f4\u6001\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\n\n6. **\u6676\u754c\u53ca\u8868\u9762\u5e94\u529b\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u8c03\u63a7** \n\u7eb3\u7c73\u6750\u6599\u4e2d\u9ad8\u5bc6\u5ea6\u6676\u754c\u548c\u8f83\u5927\u8868\u9762\u5e94\u529b\u80fd\u591f\u8c03\u8282\u8868\u9762\u539f\u5b50\u7684\u7535\u5b50\u4e91\u5206\u5e03\u548c\u5316\u5b66\u4ef7\u6001\uff0c\u589e\u5f3a\u8868\u9762\u80fd\u548c\u50ac\u5316\u6d3b\u6027\uff0c\u5f62\u6210\u9ad8\u6548\u50ac\u5316\u4e2d\u5fc3\u3002\n\n\u7efc\u4e0a\uff0c\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u5728\u4e8e\u5176\u6781\u9ad8\u7684\u6bd4\u8868\u9762\u79ef\u5e26\u6765\u7684\u4e30\u5bcc\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\uff0c\u9ad8\u5bc6\u5ea6\u4e14\u591a\u6837\u7684\u6676\u754c\u548c\u7f3a\u9677\u7ed3\u6784\uff0c\u4ee5\u53ca\u5728\u6781\u5c0f\u7c92\u5f84\u4e0b\u663e\u73b0\u7684\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u3002\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u52a8\u6001\u8c03\u63a7\u8868\u9762\u7535\u5b50\u7ed3\u6784\u548c\u5316\u5b66\u4ef7\u6001\uff0c\u663e\u8457\u63d0\u5347\u53cd\u5e94\u7269\u7684\u5438\u9644\u80fd\u529b\u548c\u6d3b\u5316\u6548\u7387\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u4fc3\u8fdb\u50ac\u5316\u53cd\u5e94\u7684\u9ad8\u6548\u8fdb\u884c\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u56e0\u6676\u7c92\u5927\u3001\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u7a00\u5c11\u53ca\u7535\u5b50\u7ed3\u6784\u7a33\u5b9a\uff0c\u50ac\u5316\u6027\u80fd\u8f83\u5dee\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53C", + "Description": "\u7ed3\u5408\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\uff0c\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u7ed3\u5408\u6750\u6599\u667a\u80fd\u4f53A\u548c\u6750\u6599\u667a\u80fd\u4f53B\u57fa\u4e8e\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5f71\u54cd\u56e0\u7d20\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u63d0\u51fa\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\u5982\u4e0b\uff1a\n\n---\n\n### \u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5047\u8bbe\n\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u6e90\u4e8e\u5176\u72ec\u7279\u7684\u591a\u5c3a\u5ea6\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u673a\u5236\uff0c\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u5f62\u6210\u4e86\u7eb3\u7c73\u6750\u6599\u4f18\u5f02\u6027\u80fd\u7684\u6839\u672c\u57fa\u7840\u3002\u5177\u4f53\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n1. **\u6676\u7c92\u5c3a\u5bf8\u7ec6\u5316\u53ca\u5c3a\u5bf8\u6548\u5e94\u7684\u591a\u91cd\u8d21\u732e** \n\u7eb3\u7c73\u5c3a\u5ea6\u7684\u6676\u7c92\u5c3a\u5bf8\uff08\u901a\u5e3810\u2013100 nm\uff0c\u751a\u81f3\u4e9a10 nm\uff09\u5927\u5e45\u63d0\u5347\u4e86\u6676\u754c\u5bc6\u5ea6\uff0c\u4f9d\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u6709\u6548\u969c\u788d\uff0c\u663e\u8457\u589e\u5f3a\u4e86\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u548c\u6574\u4f53\u673a\u68b0\u5f3a\u5ea6\u3002\u540c\u65f6\uff0c\u6781\u7ec6\u6676\u7c92\u5e26\u6765\u7684\u9ad8\u6bd4\u8868\u9762\u79ef\u4e5f\u4e3a\u50ac\u5316\u53cd\u5e94\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u3002 \n\u5f53\u7c92\u5f84\u8fdb\u4e00\u6b65\u51cf\u5c0f\u81f3\u4e9a10 nm\u65f6\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u5f00\u59cb\u663e\u73b0\uff0c\u7535\u5b50\u80fd\u7ea7\u7531\u8fde\u7eed\u5411\u79bb\u6563\u8f6c\u53d8\uff0c\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u4e91\u5206\u5e03\u53d1\u751f\u53d8\u5316\uff0c\u4fc3\u8fdb\u50ac\u5316\u53cd\u5e94\u7684\u7535\u5b50\u8f6c\u79fb\u548c\u6d3b\u5316\u3002\n\n2. **\u9ad8\u5bc6\u5ea6\u3001\u9ad8\u89d2\u5ea6\u6676\u754c\u53ca\u7f3a\u9677\u7ed3\u6784\u7684\u534f\u540c\u5f3a\u5316** \n\u7eb3\u7c73\u6750\u6599\u62e5\u6709\u5927\u91cf\u9ad8\u89d2\u5ea6\u6676\u754c\u548c\u591a\u6837\u5316\u7f3a\u9677\uff08\u7a7a\u4f4d\u3001\u9519\u4f4d\u3001\u5b6a\u6676\u754c\u7b49\uff09\uff0c\u8fd9\u4e9b\u6676\u754c\u548c\u7f3a\u9677\u4e0d\u4ec5\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u5f3a\u963b\u788d\uff0c\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\uff0c\u8fd8\u4f5c\u4e3a\u9ad8\u6d3b\u6027\u50ac\u5316\u4f4d\u70b9\uff0c\u589e\u5f3a\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u6d3b\u5316\u80fd\u529b\u3002\u6676\u754c\u53ca\u7f3a\u9677\u7684\u7535\u5b50\u7ed3\u6784\u7578\u53d8\u5f62\u6210\u591a\u6837\u5316\u7684\u5316\u5b66\u4ef7\u6001\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u9ad8\u50ac\u5316\u6548\u7387\u3002\n\n3. **\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u9ad8\u53ca\u5176\u7535\u5b50\u7ed3\u6784\u8c03\u63a7** \n\u7eb3\u7c73\u6750\u6599\u8868\u9762\u672a\u9971\u548c\u914d\u4f4d\u539f\u5b50\u6bd4\u4f8b\u663e\u8457\u589e\u52a0\uff0c\u5f62\u6210\u9ad8\u80fd\u6001\u7535\u5b50\u4f4d\u70b9\uff0c\u63d0\u5347\u8868\u9762\u80fd\u548c\u5c40\u90e8\u5e94\u529b\u72b6\u6001\uff0c\u4fc3\u8fdb\u7f3a\u9677\u5f62\u6210\u548c\u4f4d\u9519\u963b\u788d\uff0c\u95f4\u63a5\u589e\u5f3a\u5f3a\u5ea6\u3002\u540c\u65f6\uff0c\u8868\u9762\u539f\u5b50\u7535\u5b50\u4e91\u91cd\u6392\u548c\u5316\u5b66\u4ef7\u6001\u591a\u6837\u5316\uff0c\u52a8\u6001\u8c03\u63a7\u50ac\u5316\u53cd\u5e94\u4e2d\u7684\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u50ac\u5316\u6027\u80fd\u3002\n\n4. **\u591a\u5c3a\u5ea6\u8026\u5408\u6548\u5e94\u53ca\u52a8\u6001\u8868\u9762\u5316\u5b66\u6001\u8c03\u63a7** 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\n\u7eb3\u7c73\u6750\u6599\u62e5\u6709\u5927\u91cf\u9ad8\u89d2\u5ea6\u6676\u754c\u548c\u591a\u6837\u5316\u7f3a\u9677\uff08\u7a7a\u4f4d\u3001\u9519\u4f4d\u3001\u5b6a\u6676\u754c\u7b49\uff09\uff0c\u8fd9\u4e9b\u6676\u754c\u548c\u7f3a\u9677\u4e0d\u4ec5\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u5f3a\u963b\u788d\uff0c\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\uff0c\u8fd8\u4f5c\u4e3a\u9ad8\u6d3b\u6027\u50ac\u5316\u4f4d\u70b9\uff0c\u589e\u5f3a\u53cd\u5e94\u7269\u7684\u5438\u9644\u548c\u6d3b\u5316\u80fd\u529b\u3002\u6676\u754c\u53ca\u7f3a\u9677\u7684\u7535\u5b50\u7ed3\u6784\u7578\u53d8\u5f62\u6210\u591a\u6837\u5316\u7684\u5316\u5b66\u4ef7\u6001\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u9ad8\u50ac\u5316\u6548\u7387\u3002\n\n3. **\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u9ad8\u53ca\u5176\u7535\u5b50\u7ed3\u6784\u8c03\u63a7** \n\u7eb3\u7c73\u6750\u6599\u8868\u9762\u672a\u9971\u548c\u914d\u4f4d\u539f\u5b50\u6bd4\u4f8b\u663e\u8457\u589e\u52a0\uff0c\u5f62\u6210\u9ad8\u80fd\u6001\u7535\u5b50\u4f4d\u70b9\uff0c\u63d0\u5347\u8868\u9762\u80fd\u548c\u5c40\u90e8\u5e94\u529b\u72b6\u6001\uff0c\u4fc3\u8fdb\u7f3a\u9677\u5f62\u6210\u548c\u4f4d\u9519\u963b\u788d\uff0c\u95f4\u63a5\u589e\u5f3a\u5f3a\u5ea6\u3002\u540c\u65f6\uff0c\u8868\u9762\u539f\u5b50\u7535\u5b50\u4e91\u91cd\u6392\u548c\u5316\u5b66\u4ef7\u6001\u591a\u6837\u5316\uff0c\u52a8\u6001\u8c03\u63a7\u50ac\u5316\u53cd\u5e94\u4e2d\u7684\u5438\u9644\u80fd\u548c\u53cd\u5e94\u8def\u5f84\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u50ac\u5316\u6027\u80fd\u3002\n\n4. **\u591a\u5c3a\u5ea6\u8026\u5408\u6548\u5e94\u53ca\u52a8\u6001\u8868\u9762\u5316\u5b66\u6001\u8c03\u63a7** \n\u7eb3\u7c73\u6750\u6599\u7684\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u63d0\u5347\u662f\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u7ed3\u6784\u3001\u7f3a\u9677\u5206\u5e03\u3001\u8868\u9762\u539f\u5b50\u7535\u5b50\u6001\u53ca\u8868\u9762\u5e94\u529b\u591a\u56e0\u7d20\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u7ed3\u679c\u3002 \n\u7279\u522b\u662f\u5728\u50ac\u5316\u8fc7\u7a0b\u4e2d\uff0c\u7eb3\u7c73\u6750\u6599\u8868\u9762\u5316\u5b66\u6001\u4f1a\u968f\u7740\u53cd\u5e94\u73af\u5883\uff08\u5982\u6e29\u5ea6\u3001\u6c14\u6c1b\u3001\u53cd\u5e94\u7269\u6d53\u5ea6\u7b49\uff09\u52a8\u6001\u6f14\u53d8\uff0c\u8fd9\u79cd\u52a8\u6001\u53d8\u5316\u8c03\u8282\u4e86\u8868\u9762\u7535\u5b50\u7ed3\u6784\u548c\u6d3b\u6027\u4f4d\u70b9\u6027\u8d28\uff0c\u5177\u4f53\u8868\u73b0\u4e3a\uff1a \n- \u53cd\u5e94\u73af\u5883\u8bf1\u5bfc\u8868\u9762\u5143\u7d20\u4ef7\u6001\u548c\u914d\u4f4d\u72b6\u6001\u53d8\u5316\uff0c\u5f62\u6210\u4e0d\u540c\u7684\u6d3b\u6027\u4e2d\u5fc3\u3002 \n- \u52a8\u6001\u8c03\u63a7\u5438\u9644\u80fd\uff0c\u4f18\u5316\u53cd\u5e94\u7269\u548c\u4e2d\u95f4\u4f53\u7684\u5438\u9644\u7a33\u5b9a\u6027\uff0c\u4fc3\u8fdb\u53cd\u5e94\u8def\u5f84\u7684\u9009\u62e9\u6027\u8f6c\u53d8\u3002 \n- \u7a33\u5b9a\u53cd\u5e94\u4e2d\u95f4\u6001\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u5347\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002 \n\u8fd9\u4e00\u673a\u5236\u663e\u8457\u533a\u522b\u4e8e\u5757\u4f53\u6750\u6599\u8868\u9762\u5316\u5b66\u6001\u7684\u7a33\u5b9a\u5355\u4e00\u6027\uff0c\u4f53\u73b0\u4e86\u7eb3\u7c73\u6750\u6599\u50ac\u5316\u6027\u80fd\u4f18\u5f02\u7684\u672c\u8d28\u3002\n\n5. **\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u7684\u9002\u7528\u8303\u56f4\u53ca\u5dee\u5f02\u5316\u4f5c\u7528** \n\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u5728\u7eb3\u7c73\u6750\u6599\u7c92\u5f84\u5c0f\u4e8e\u7ea610 nm\u65f6\u663e\u8457\uff0c\u8868\u73b0\u4e3a\u7535\u5b50\u80fd\u7ea7\u7531\u8fde\u7eed\u5411\u79bb\u6563\u8f6c\u53d8\uff0c\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u4e91\u5206\u5e03\u53d1\u751f\u663e\u8457\u53d8\u5316\uff0c\u5f62\u6210\u591a\u6837\u5316\u7684\u5316\u5b66\u4ef7\u6001\u548c\u4e9a\u7a33\u6001\uff0c\u6709\u5229\u4e8e\u7535\u5b50\u8f6c\u79fb\u548c\u53cd\u5e94\u6d3b\u5316\uff0c\u663e\u8457\u63d0\u5347\u50ac\u5316\u901f\u7387\u548c\u9009\u62e9\u6027\u3002 \n\u7136\u800c\uff0c\u8be5\u6548\u5e94\u5bf9\u673a\u68b0\u5f3a\u5ea6\u7684\u63d0\u5347\u4f5c\u7528\u6709\u9650\uff0c\u751a\u81f3\u5728\u6781\u7ec6\u6676\u7c92\u65f6\u53ef\u80fd\u5bfc\u81f4\u5f3a\u5ea6\u4e0b\u964d\uff08\u9006Hall-Petch\u6548\u5e94\uff09\u3002\u56e0\u6b64\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u5e94\u4e3b\u8981\u4f5c\u4e3a\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u56e0\u7d20\u52a0\u4ee5\u5f3a\u8c03\u3002\n\n6. **\u73b0\u4ee3\u8868\u5f81\u4e0e\u8ba1\u7b97\u6280\u672f\u8f85\u52a9\u7406\u89e3\u4e0e\u8bbe\u8ba1** \n\u7ed3\u5408\u5148\u8fdb\u7684\u8868\u5f81\u6280\u672f\uff08\u5982\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955cTEM\u3001X\u5c04\u7ebf\u884d\u5c04XRD\u3001\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04EBSD\u3001X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31XPS\uff09\u4e0e\u673a\u5668\u5b66\u4e60\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u7b49\u73b0\u4ee3\u6280\u672f\u624b\u6bb5\uff0c\u5b9e\u73b0\u4e86\u5bf9\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u6df1\u523b\u7406\u89e3\uff0c\u4fc3\u8fdb\u4e86\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u7684\u9884\u6d4b\u3001\u4f18\u5316\u4e0e\u5b9a\u5411\u8bbe\u8ba1\u3002\n\n---\n\n### \u7ed3\u8bba\n\n\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u6839\u672c\u539f\u56e0\u5728\u4e8e\u5176\u72ec\u7279\u7684\u7eb3\u7c73\u5c3a\u5ea6\u7ed3\u6784\u7279\u5f81\u548c\u7535\u5b50\u6001\u8c03\u63a7\u673a\u5236\uff0c\u8fd9\u4e9b\u56e0\u7d20\u901a\u8fc7\u591a\u5c3a\u5ea6\u3001\u591a\u673a\u5236\u7684\u8026\u5408\u4f5c\u7528\uff0c\u65e2\u6709\u6548\u963b\u788d\u4e86\u4f4d\u9519\u8fd0\u52a8\uff0c\u663e\u8457\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\uff0c\u53c8\u5927\u5e45\u589e\u52a0\u4e86\u50ac\u5316\u53cd\u5e94\u7684\u6d3b\u6027\u4f4d\u70b9\u548c\u8c03\u63a7\u80fd\u529b\uff0c\u964d\u4f4e\u4e86\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u4fc3\u8fdb\u4e86\u50ac\u5316\u53cd\u5e94\u7684\u9ad8\u6548\u8fdb\u884c\u3002 \n\u5176\u4e2d\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4f5c\u4e3a\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u673a\u5236\uff0c\u5728\u7c92\u5f84\u6781\u5c0f\u65f6\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u5bf9\u673a\u68b0\u5f3a\u5ea6\u7684\u63d0\u5347\u8d21\u732e\u6709\u9650\u3002\u52a8\u6001\u8868\u9762\u5316\u5b66\u6001\u8c03\u63a7\u5219\u8fdb\u4e00\u6b65\u4f18\u5316\u4e86\u50ac\u5316\u6d3b\u6027\u548c\u9009\u62e9\u6027\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5757\u4f53\u6750\u6599\u56e0\u6676\u7c92\u5927\u3001\u6676\u754c\u548c\u7f3a\u9677\u7a00\u5c11\u3001\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u4e0d\u8db3\u53ca\u7535\u5b50\u7ed3\u6784\u7a33\u5b9a\uff0c\u5bfc\u81f4\u5176\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u5747\u8f83\u4f4e\u3002\n\n\u8fd9\u4e00\u7efc\u5408\u5047\u8bbe\u4e3a\u7eb3\u7c73\u6750\u6599\u7684\u8bbe\u8ba1\u4e0e\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u7cfb\u7edf\u7684\u7406\u8bba\u57fa\u7840\u548c\u6280\u672f\u6307\u5bfc\uff0c\u5f3a\u8c03\u4e86\u5fae\u89c2\u7ed3\u6784\u4e0e\u7535\u5b50\u7ed3\u6784\u7684\u534f\u540c\u4f5c\u7528\u5728\u5b9e\u73b0\u6750\u6599\u6027\u80fd\u7a81\u7834\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002\n\n---\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u4ee5\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u673a\u5236\u6216\u7ed3\u5408\u5178\u578b\u6848\u4f8b\u8fdb\u884c\u8bf4\u660e\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6750\u6599\u667a\u80fd\u4f53A", + "Description": "\u6574\u5408\u5b8c\u5584\u540e\u7684\u7efc\u5408\u539f\u56e0\u603b\u7ed3\uff0c\u5f62\u6210\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u7684\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5404\u667a\u80fd\u4f53\u7684\u5206\u6790\u4e0e\u53cd\u9988\uff0c\u7279\u522b\u662f\u5bf9\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u9002\u7528\u8303\u56f4\u7684\u660e\u786e\u533a\u5206\u548c\u52a8\u6001\u8868\u9762\u5316\u5b66\u6001\u8c03\u63a7\u673a\u5236\u7684\u7ec6\u5316\uff0c\u73b0\u5c06\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\u5f62\u6210\u6700\u7ec8\u62a5\u544a\uff0c\u4ee5\u4f9b\u56e2\u961f\u7edf\u4e00\u53c2\u8003\u548c\u540e\u7eed\u7814\u7a76\u8bbe\u8ba1\u6307\u5bfc\u3002\n\n```\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3\n---\n\n### \u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\n\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u6839\u6e90\u4e8e\u5176\u72ec\u7279\u7684\u591a\u5c3a\u5ea6\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u548c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u673a\u5236\uff0c\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u6784\u6210\u4e86\u7eb3\u7c73\u6750\u6599\u4f18\u5f02\u6027\u80fd\u7684\u672c\u8d28\u57fa\u7840\u3002\u5177\u4f53\u8868\u73b0\u4e3a\uff1a\n\n1. **\u6676\u7c92\u5c3a\u5bf8\u7ec6\u5316\u53ca\u5c3a\u5bf8\u6548\u5e94\u7684\u591a\u91cd\u8d21\u732e** \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u572810\u2013100 nm\u8303\u56f4\uff0c\u8fdc\u5c0f\u4e8e\u5757\u4f53\u6750\u6599\u7684\u5fae\u7c73\u7ea7\u6676\u7c92\uff0c\u6781\u5927\u589e\u52a0\u4e86\u6676\u754c\u5bc6\u5ea6\u3002\u4f9d\u636eHall-Petch\u5173\u7cfb\uff0c\u6676\u754c\u4f5c\u4e3a\u4f4d\u9519\u8fd0\u52a8\u7684\u6709\u6548\u969c\u788d\uff0c\u663e\u8457\u63d0\u9ad8\u6750\u6599\u7684\u5c48\u670d\u5f3a\u5ea6\u548c\u6574\u4f53\u673a\u68b0\u5f3a\u5ea6\u3002\u7eb3\u7c73\u6676\u7c92\u540c\u65f6\u5e26\u6765\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u4e3a\u50ac\u5316\u53cd\u5e94\u63d0\u4f9b\u4e30\u5bcc\u7684\u8868\u9762\u6d3b\u6027\u4f4d\u70b9\u3002 \n\u9700\u7279\u522b\u6307\u51fa\uff0c\u91cf\u5b50\u5c3a\u5bf8\u6548\u5e94\u4e3b\u8981\u5728\u7c92\u5f84\u5c0f\u4e8e\u7ea610 nm\u65f6\u663e\u8457\uff0c\u5bf9\u50ac\u5316\u6027\u80fd\u63d0\u5347\u5173\u952e\uff0c\u4f46\u5bf9\u673a\u68b0\u5f3a\u5ea6\u8d21\u732e\u6709\u9650\uff0c\u751a\u81f3\u53ef\u80fd\u5f15\u53d1\u9006Hall-Petch\u6548\u5e94\u5bfc\u81f4\u5f3a\u5ea6\u4e0b\u964d\u3002\n\n2. **\u9ad8\u5bc6\u5ea6\u9ad8\u89d2\u5ea6\u6676\u754c\u53ca\u591a\u6837\u7f3a\u9677\u7684\u534f\u540c\u5f3a\u5316** \n\u7eb3\u7c73\u6750\u6599\u62e5\u6709\u5927\u91cf\u9ad8\u89d2\u5ea6\u6676\u754c\u53ca\u591a\u6837\u5316\u7f3a\u9677\uff08\u7a7a\u4f4d\u3001\u9519\u4f4d\u3001\u5b6a\u6676\u754c\u7b49\uff09\uff0c\u8fd9\u4e9b\u7ed3\u6784\u4e0d\u4ec5\u5f3a\u529b\u963b\u788d\u4f4d\u9519\u8fd0\u52a8\uff0c\u63d0\u5347\u6750\u6599\u5f3a\u5ea6\uff0c\u8fd8\u4f5c\u4e3a\u9ad8\u6d3b\u6027\u50ac\u5316\u4f4d\u70b9\uff0c\u589e\u5f3a\u53cd\u5e94\u7269\u5438\u9644\u548c\u6d3b\u5316\u80fd\u529b\u3002\u6676\u754c\u53ca\u7f3a\u9677\u7684\u7535\u5b50\u7ed3\u6784\u7578\u53d8\u5f62\u6210\u591a\u6837\u5316\u5316\u5b66\u4ef7\u6001\uff0c\u964d\u4f4e\u53cd\u5e94\u6d3b\u5316\u80fd\uff0c\u63d0\u5347\u50ac\u5316\u6548\u7387\u3002\n\n3. **\u9ad8\u8868\u9762\u539f\u5b50\u6bd4\u4f8b\u53ca\u7535\u5b50\u7ed3\u6784\u8c03\u63a7** 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nm\u65f6\u663e\u8457\uff0c\u8868\u73b0\u4e3a\u7535\u5b50\u80fd\u7ea7\u7531\u8fde\u7eed\u53d8\u4e3a\u79bb\u6563\uff0c\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u4e91\u5206\u5e03\u53d1\u751f\u663e\u8457\u53d8\u5316\uff0c\u5f62\u6210\u591a\u6837\u5316\u5316\u5b66\u4ef7\u6001\u548c\u4e9a\u7a33\u6001\uff0c\u6709\u5229\u4e8e\u7535\u5b50\u8f6c\u79fb\u548c\u53cd\u5e94\u6d3b\u5316\uff0c\u663e\u8457\u63d0\u5347\u50ac\u5316\u901f\u7387\u548c\u9009\u62e9\u6027\u3002 \n\u8be5\u6548\u5e94\u5bf9\u673a\u68b0\u5f3a\u5ea6\u63d0\u5347\u8d21\u732e\u6709\u9650\uff0c\u751a\u81f3\u53ef\u80fd\u5bfc\u81f4\u5f3a\u5ea6\u4e0b\u964d\uff08\u9006Hall-Petch\u6548\u5e94\uff09\uff0c\u56e0\u6b64\u5e94\u4e3b\u8981\u4f5c\u4e3a\u50ac\u5316\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u56e0\u7d20\u4e88\u4ee5\u5f3a\u8c03\u3002\n\n6. **\u73b0\u4ee3\u8868\u5f81\u4e0e\u8ba1\u7b97\u6280\u672f\u8f85\u52a9\u7406\u89e3\u4e0e\u8bbe\u8ba1** \n\u7ed3\u5408\u5148\u8fdb\u8868\u5f81\u6280\u672f\uff08TEM\u3001XRD\u3001EBSD\u3001XPS\uff09\u4e0e\u673a\u5668\u5b66\u4e60\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u7b49\u73b0\u4ee3\u65b9\u6cd5\uff0c\u5b9e\u73b0\u7eb3\u7c73\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u4e0e\u6027\u80fd\u5173\u7cfb\u7684\u6df1\u523b\u7406\u89e3\uff0c\u4fc3\u8fdb\u6027\u80fd\u9884\u6d4b\u3001\u4f18\u5316\u53ca\u5b9a\u5411\u8bbe\u8ba1\uff0c\u4e3a\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u63d0\u5347\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u7406\u8bba\u548c\u6280\u672f\u652f\u6301\u3002\n\n---\n\n### 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+ } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u539f\u56e0\u603b\u7ed3", + "content": "---\n\n### \u7eb3\u7c73\u6750\u6599\u6027\u80fd\u4f18\u5f02\u7684\u7efc\u5408\u539f\u56e0\n\n\u7eb3\u7c73\u6750\u6599\u76f8\u6bd4\u4e8e\u5757\u4f53\u6750\u6599\uff0c\u5728\u5f3a\u5ea6\u548c\u50ac\u5316\u6027\u80fd\u4e0a\u7684\u663e\u8457\u63d0\u5347\uff0c\u6839\u6e90\u4e8e\u5176\u72ec\u7279\u7684\u591a\u5c3a\u5ea6\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u548c\u7535\u5b50\u7ed3\u6784\u8c03\u63a7\u673a\u5236\uff0c\u8fd9\u4e9b\u56e0\u7d20\u534f\u540c\u4f5c\u7528\uff0c\u6784\u6210\u4e86\u7eb3\u7c73\u6750\u6599\u4f18\u5f02\u6027\u80fd\u7684\u672c\u8d28\u57fa\u7840\u3002\u5177\u4f53\u8868\u73b0\u4e3a\uff1a\n\n1. **\u6676\u7c92\u5c3a\u5bf8\u7ec6\u5316\u53ca\u5c3a\u5bf8\u6548\u5e94\u7684\u591a\u91cd\u8d21\u732e** \n\u7eb3\u7c73\u6750\u6599\u6676\u7c92\u5c3a\u5bf8\u901a\u5e38\u572810\u2013100 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+ } + ], + "('/generate_basePlan', '\u5982\u4f55\u5feb\u901f\u7814\u53d1\u7528\u4e8e\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u836f\u7269\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u5206\u6790", + "TaskContent": "\u5206\u6790\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u3002", + "InputObject_List": [], + "OutputObject": "\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u57fa\u4e8e\u7b2c\u4e00\u624b\u6218\u573a\u6551\u6cbb\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u5173\u952e\u75c5\u7406\u673a\u5236\u548c\u4e34\u5e8a\u8868\u73b0\u7684\u521d\u6b65\u5206\u6790\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u63d0\u51fa\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u7406\u8bba\u57fa\u7840\uff0c\u4e3a\u836f\u7269\u4f5c\u7528\u9776\u70b9\u63d0\u4f9b\u7406\u8bba\u652f\u6491\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u75c5\u7406\u673a\u5236\u7406\u8bba\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u5408\u7406\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u5206\u6790\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u7684\u5173\u952e\u9776\u70b9\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Finalize", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6574\u5408\u53cc\u65b9\u5206\u6790\u7ed3\u679c\uff0c\u5b8c\u6210\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u673a\u5236\u4e0e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u5206\u6790\u62a5\u544a\u7684\u64b0\u5199\u5e76\u63d0\u4ea4\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>! and !<1>! perform the task of \u5206\u6790\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u3002 to obtain !<2>!.", + "data": { + "0": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5019\u9009\u836f\u7269\u7b5b\u9009\u4e0e\u8bbe\u8ba1", + "TaskContent": "\u57fa\u4e8e\u75c5\u7406\u673a\u5236\uff0c\u7b5b\u9009\u548c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u3002", + "InputObject_List": [ + "\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5316\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u53ef\u80fd\u7684\u836f\u7269\u9776\u70b9\u548c\u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\u3002", + "ImportantInput": [ + "InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u7ed3\u5408\u6218\u573a\u6025\u6551\u7ecf\u9a8c\uff0c\u63d0\u51fa\u836f\u7269\u9776\u70b9\u9009\u62e9\u5e94\u4f18\u5148\u8003\u8651\u7684\u4e34\u5e8a\u6025\u6551\u9700\u6c42\u548c\u5e94\u7528\u573a\u666f\u3002", + "ImportantInput": [ + "InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u9776\u70b9\u548c\u4e34\u5e8a\u9700\u6c42\uff0c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u7ed3\u6784\u53ca\u5176\u5316\u5b66\u6027\u8d28\uff0c\u5f62\u6210\u521d\u6b65\u836f\u7269\u5206\u5b50\u5e93\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u5206\u5b50\u7684\u75c5\u7406\u76f8\u5173\u6027\u53ca\u7406\u8bba\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u4ece\u6218\u573a\u5b9e\u7528\u6027\u89d2\u5ea6\uff0c\u53cd\u9988\u836f\u7269\u8bbe\u8ba1\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e34\u5e8a\u5e94\u7528\u969c\u788d\u6216\u4e0d\u8db3\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u836f\u7269\u5206\u5b50\u8bbe\u8ba1\uff0c\u8c03\u6574\u836f\u7269\u5e93\u7ec4\u6210\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u7684\u6700\u7ec8\u8bbe\u8ba1\u548c\u63d0\u4ea4\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u57fa\u4e8e\u75c5\u7406\u673a\u5236\uff0c\u7b5b\u9009\u548c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5316\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u836f\u7269\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1", + "TaskContent": "\u5bf9\u5019\u9009\u836f\u7269\u8fdb\u884c\u4f53\u5916\u5b9e\u9a8c\u9a8c\u8bc1\u5176\u751f\u7269\u6d3b\u6027\u548c\u5b89\u5168\u6027\u3002", + "InputObject_List": [ + "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93" + ], + "OutputObject": "\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5316\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u57fa\u4e8e\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\uff0c\u63d0\u51fa\u4f53\u5916\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u9a8c\u8bc1\u836f\u7269\u5bf9\u8840\u6db2\u6210\u5206\u53ca\u7ec6\u80de\u6d3b\u6027\u7684\u5f71\u54cd\u3002", + "ImportantInput": [ + "InputObject:\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u7684\u751f\u7269\u6807\u5fd7\u7269\u548c\u76f8\u5173\u75c5\u7406\u751f\u7406\u6307\u6807\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u836f\u7269\u5206\u5b50\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u53ca\u5b89\u5168\u6027\u8bc4\u4ef7\u6307\u6807\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u7684\u53ef\u884c\u6027\u53ca\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u66f4\u8d34\u5408\u6218\u573a\u5b9e\u9645\u9700\u6c42\u548c\u5b89\u5168\u6027\u8981\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\u5e76\u63d0\u4ea4\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5bf9\u5019\u9009\u836f\u7269\u8fdb\u884c\u4f53\u5916\u5b9e\u9a8c\u9a8c\u8bc1\u5176\u751f\u7269\u6d3b\u6027\u548c\u5b89\u5168\u6027\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5316\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u836f\u7269\u4f53\u5185\u6548\u679c\u8bc4\u4f30", + "TaskContent": "\u5728\u52a8\u7269\u6a21\u578b\u4e2d\u8bc4\u4f30\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u7684\u6cbb\u7597\u6548\u679c\u3002", + "InputObject_List": [ + "\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e" + ], + "OutputObject": "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5316\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u57fa\u4e8e\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u836f\u7269\u6cbb\u7597\u5931\u8840\u6027\u4f11\u514b\u7684\u6548\u679c\u8bc4\u4f30\u65b9\u6848\uff0c\u7ed3\u5408\u6218\u573a\u6551\u6cbb\u7ecf\u9a8c\uff0c\u786e\u5b9a\u5173\u952e\u8bc4\u4ef7\u6307\u6807\u3002", + "ImportantInput": [ + "InputObject:\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u51fa\u53d1\uff0c\u5206\u6790\u836f\u7269\u53ef\u80fd\u7684\u4f5c\u7528\u673a\u5236\u53ca\u5176\u5bf9\u6cbb\u7597\u6548\u679c\u7684\u5f71\u54cd\uff0c\u8865\u5145\u6218\u573a\u519b\u533b\u7684\u8bc4\u4f30\u65b9\u6848\u7406\u8bba\u57fa\u7840\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u65b9\u6848\u548c\u7406\u8bba\uff0c\u63d0\u51fa\u836f\u7269\u4f53\u5185\u4ee3\u8c22\u53ca\u4f5c\u7528\u52a8\u529b\u5b66\u7684\u5206\u5b50\u8bbe\u8ba1\u601d\u8def\uff0c\u4e3a\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u63d0\u4f9b\u5177\u4f53\u5206\u5b50\u5c42\u9762\u7684\u652f\u6301\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5316\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u548c\u8bbe\u8ba1\u601d\u8def\u7684\u5b9e\u7528\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u75c5\u7406\u673a\u5236\u5206\u6790\u53ca\u8bc4\u4ef7\u6307\u6807\uff0c\u8c03\u6574\u65b9\u6848\u4ee5\u66f4\u8d34\u5408\u4e34\u5e8a\u9700\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u5347\u836f\u7269\u8bbe\u8ba1\u7684\u79d1\u5b66\u6027\u548c\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\u548c\u6539\u8fdb\u65b9\u6848\uff0c\u5b8c\u6210\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u4ea4\u7528\u4e8e\u540e\u7eed\u836f\u7269\u7814\u53d1\u51b3\u7b56\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5728\u52a8\u7269\u6a21\u578b\u4e2d\u8bc4\u4f30\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u7684\u6cbb\u7597\u6548\u679c\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5316\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u836f\u7269\u4f18\u5316\u4e0e\u5236\u5242\u5f00\u53d1", + "TaskContent": "\u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u4f18\u5316\u836f\u7269\u7ed3\u6784\u5e76\u5f00\u53d1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u5236\u5242\u3002", + "InputObject_List": [ + "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a" + ], + "OutputObject": "\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848", + "AgentSelection": [ + "\u5236\u5242\u5de5\u7a0b\u5e08", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5316\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u51fa\u8840\u6db2\u52a8\u529b\u5b66\u548c\u75c5\u7406\u673a\u5236\u76f8\u5173\u7684\u836f\u7269\u4f18\u5316\u65b9\u5411\uff0c\u4e3a\u836f\u7269\u7ed3\u6784\u8bbe\u8ba1\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002", + "ImportantInput": [ + "InputObject:\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u652f\u6301\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u836f\u7269\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u65b9\u6848\uff0c\u786e\u4fdd\u5206\u5b50\u7ed3\u6784\u53ef\u5408\u6210\u4e14\u5177\u5907\u6f5c\u5728\u6d3b\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u57fa\u4e8e\u4f18\u5316\u7684\u836f\u7269\u5206\u5b50\u7ed3\u6784\uff0c\u8bbe\u8ba1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u7a33\u5b9a\u3001\u4fbf\u6377\u7684\u836f\u7269\u5236\u5242\u65b9\u6848\uff0c\u6ee1\u8db3\u5feb\u901f\u7ed9\u836f\u548c\u50a8\u5b58\u9700\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5236\u5242\u5de5\u7a0b\u5e08\u8bbe\u8ba1\u7684\u5236\u5242\u65b9\u6848\u5728\u6218\u573a\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5236\u5242\u914d\u65b9\u548c\u5de5\u827a\u6d41\u7a0b\uff0c\u63d0\u9ad8\u836f\u7269\u5236\u5242\u7684\u7a33\u5b9a\u6027\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6574\u5408\u836f\u7269\u7ed3\u6784\u4f18\u5316\u548c\u5236\u5242\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u4f18\u5316\u836f\u7269\u7ed3\u6784\u5e76\u5f00\u53d1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u5236\u5242\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5236\u5242\u5de5\u7a0b\u5e08", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5316\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76", + "TaskContent": "\u5f00\u5c55\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u6709\u6548\u3002", + "InputObject_List": [ + "\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848" + ], + "OutputObject": "\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e", + "AgentSelection": [ + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5316\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u63d0\u51fa\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u7814\u7a76\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u660e\u786e\u5173\u952e\u5b89\u5168\u6027\u6307\u6807\u548c\u5b9e\u9a8c\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u786e\u4fdd\u836f\u7269\u5728\u4f53\u5185\u7684\u5b89\u5168\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u63d0\u51fa\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u4e0e\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u7814\u7a76\u7684\u8854\u63a5\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u5b8c\u5584\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u8ba1\u5212\uff0c\u63d0\u4ea4\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5f00\u5c55\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u6709\u6548\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5316\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5feb\u901f\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u4e0e\u5b9e\u65bd", + "TaskContent": "\u8bbe\u8ba1\u5e76\u5feb\u901f\u5f00\u5c55\u9488\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002", + "InputObject_List": [ + "\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e" + ], + "OutputObject": "\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u7ed3\u5408\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\uff0c\u63d0\u51fa\u5feb\u901f\u5f00\u5c55\u9488\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u8003\u8651\u6218\u573a\u5b9e\u9645\u5e94\u7528\u7684\u7d27\u6025\u6027\u548c\u53ef\u64cd\u4f5c\u6027\u3002", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\uff0c\u63d0\u51fa\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u76f8\u5173\u7684\u836f\u7269\u4f5c\u7528\u9776\u70b9\u548c\u7597\u6548\u8bc4\u4ef7\u6307\u6807\uff0c\u4ee5\u6307\u5bfc\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u3002", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u7ed3\u5408\u6218\u573a\u5b9e\u9645\u6761\u4ef6\u8c03\u6574\u8bd5\u9a8c\u6d41\u7a0b\u548c\u5e94\u6025\u5904\u7406\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u4e34\u5e8a\u53ef\u884c\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u98ce\u9669\u548c\u6539\u8fdb\u7a7a\u95f4\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5b8c\u5584\u5b89\u5168\u76d1\u6d4b\u548c\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u786e\u4fdd\u5feb\u901f\u4e14\u6709\u6548\u7684\u8bd5\u9a8c\u5b9e\u65bd\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8ba1\u5212\uff0c\u63d0\u4ea4\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u62a5\u544a\u6a21\u677f\uff0c\u51c6\u5907\u5f00\u5c55\u5feb\u901f\u4e34\u5e8a\u8bd5\u9a8c\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u8bbe\u8ba1\u5e76\u5feb\u901f\u5f00\u5c55\u9488\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u836f\u7269\u5ba1\u6279\u4e0e\u63a8\u5e7f\u5e94\u7528", + "TaskContent": "\u5b8c\u6210\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\uff0c\u63a8\u52a8\u836f\u7269\u5728\u6218\u573a\u7684\u5feb\u901f\u5e94\u7528\u3002", + "InputObject_List": [ + "\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c" + ], + "OutputObject": "\u4e0a\u5e02\u6279\u51c6\u4e0e\u5e94\u7528\u65b9\u6848", + "AgentSelection": [ + "\u6218\u573a\u519b\u533b", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\uff0c\u63d0\u51fa\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\u7684\u521d\u6b65\u65b9\u6848\uff0c\u7ed3\u5408\u6218\u573a\u5b9e\u9645\u5e94\u7528\u9700\u6c42\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u83b7\u6279\u3002", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\uff0c\u4ece\u75c5\u7406\u751f\u7406\u5b66\u89d2\u5ea6\u63d0\u51fa\u836f\u7269\u63a8\u5e7f\u5e94\u7528\u7684\u79d1\u5b66\u4f9d\u636e\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u652f\u6301\u5ba1\u6279\u6d41\u7a0b\u3002", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u4f18\u5316\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\uff0c\u91cd\u70b9\u7a81\u51fa\u836f\u7269\u5728\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action1" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6279\u5224\u6027\u8bc4\u4f30\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u836f\u7269\u5ba1\u6279\u53ca\u63a8\u5e7f\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u4e34\u5e8a\u53ef\u64cd\u4f5c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u5e76\u7b26\u5408\u6218\u573a\u5feb\u901f\u5e94\u7528\u9700\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u6700\u7ec8\u786e\u5b9a\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u4e0e\u5e94\u7528\u65b9\u6848\uff0c\u5f62\u6210\u6b63\u5f0f\u62a5\u544a\u63d0\u4ea4\u76f8\u5173\u90e8\u95e8\u5b9e\u65bd\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5b8c\u6210\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\uff0c\u63a8\u52a8\u836f\u7269\u5728\u6218\u573a\u7684\u5feb\u901f\u5e94\u7528\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6218\u573a\u519b\u533b", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4e0a\u5e02\u6279\u51c6\u4e0e\u5e94\u7528\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u5feb\u901f\u7814\u53d1\u7528\u4e8e\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u836f\u7269\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u5feb\u901f\u7814\u53d1\u7528\u4e8e\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u836f\u7269\uff1f', 'Collaboration Process': [{'StepName': '\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u5206\u6790', 'TaskContent': '\u5206\u6790\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u3002', 'InputObject_List': [], 'OutputObject': '\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u6218\u573a\u519b\u533b', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>! \u548c !<1>! \u6267\u884c\u4efb\u52a1 !<2>!, \u5f97\u5230 !<3>!.', 'data': {'0': {'text': '\u6218\u573a\u519b\u533b', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5206\u6790\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '3': {'text': '\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u57fa\u4e8e\u7b2c\u4e00\u624b\u6218\u573a\u6551\u6cbb\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u5173\u952e\u75c5\u7406\u673a\u5236\u548c\u4e34\u5e8a\u8868\u73b0\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u6218\u573a\u519b\u533b\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u63d0\u51fa\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u7406\u8bba\u57fa\u7840\uff0c\u4e3a\u836f\u7269\u4f5c\u7528\u9776\u70b9\u63d0\u4f9b\u7406\u8bba\u652f\u6491\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u75c5\u7406\u673a\u5236\u7406\u8bba\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u5408\u7406\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u5206\u6790\uff0c\u660e\u786e\u836f\u7269\u4f5c\u7528\u7684\u5173\u952e\u9776\u70b9\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u6574\u5408\u53cc\u65b9\u5206\u6790\u7ed3\u679c\uff0c\u5b8c\u6210\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u673a\u5236\u4e0e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u5206\u6790\u62a5\u544a\u7684\u64b0\u5199\u5e76\u63d0\u4ea4\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}]}, {'StepName': '\u5019\u9009\u836f\u7269\u7b5b\u9009\u4e0e\u8bbe\u8ba1', 'TaskContent': '\u57fa\u4e8e\u75c5\u7406\u673a\u5236\uff0c\u7b5b\u9009\u548c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u3002', 'InputObject_List': ['\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93', 'AgentSelection': ['\u6218\u573a\u519b\u533b', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5316\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6218\u573a\u519b\u533b', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5316\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u57fa\u4e8e\u75c5\u7406\u673a\u5236\uff0c\u7b5b\u9009\u548c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u53ef\u80fd\u7684\u836f\u7269\u9776\u70b9\u548c\u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u7ed3\u5408\u6218\u573a\u6025\u6551\u7ecf\u9a8c\uff0c\u63d0\u51fa\u836f\u7269\u9776\u70b9\u9009\u62e9\u5e94\u4f18\u5148\u8003\u8651\u7684\u4e34\u5e8a\u6025\u6551\u9700\u6c42\u548c\u5e94\u7528\u573a\u666f\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u9776\u70b9\u548c\u4e34\u5e8a\u9700\u6c42\uff0c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u7ed3\u6784\u53ca\u5176\u5316\u5b66\u6027\u8d28\uff0c\u5f62\u6210\u521d\u6b65\u836f\u7269\u5206\u5b50\u5e93\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u5206\u5b50\u7684\u75c5\u7406\u76f8\u5173\u6027\u53ca\u7406\u8bba\u6709\u6548\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u4ece\u6218\u573a\u5b9e\u7528\u6027\u89d2\u5ea6\uff0c\u53cd\u9988\u836f\u7269\u8bbe\u8ba1\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e34\u5e8a\u5e94\u7528\u969c\u788d\u6216\u4e0d\u8db3\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u836f\u7269\u5206\u5b50\u8bbe\u8ba1\uff0c\u8c03\u6574\u836f\u7269\u5e93\u7ec4\u6210\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u7684\u6700\u7ec8\u8bbe\u8ba1\u548c\u63d0\u4ea4\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u836f\u7269\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1', 'TaskContent': '\u5bf9\u5019\u9009\u836f\u7269\u8fdb\u884c\u4f53\u5916\u5b9e\u9a8c\u9a8c\u8bc1\u5176\u751f\u7269\u6d3b\u6027\u548c\u5b89\u5168\u6027\u3002', 'InputObject_List': ['\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93'], 'OutputObject': '\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e', 'AgentSelection': ['\u6218\u573a\u519b\u533b', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5316\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6218\u573a\u519b\u533b', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5316\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5bf9\u5019\u9009\u836f\u7269\u8fdb\u884c\u4f53\u5916\u5b9e\u9a8c\u9a8c\u8bc1\u5176\u751f\u7269\u6d3b\u6027\u548c\u5b89\u5168\u6027\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u57fa\u4e8e\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\uff0c\u63d0\u51fa\u4f53\u5916\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u9a8c\u8bc1\u836f\u7269\u5bf9\u8840\u6db2\u6210\u5206\u53ca\u7ec6\u80de\u6d3b\u6027\u7684\u5f71\u54cd\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93']}, {'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u7684\u751f\u7269\u6807\u5fd7\u7269\u548c\u76f8\u5173\u75c5\u7406\u751f\u7406\u6307\u6807\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u836f\u7269\u5206\u5b50\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u53ca\u5b89\u5168\u6027\u8bc4\u4ef7\u6307\u6807\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u7684\u53ef\u884c\u6027\u53ca\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u66f4\u8d34\u5408\u6218\u573a\u5b9e\u9645\u9700\u6c42\u548c\u5b89\u5168\u6027\u8981\u6c42\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\u5e76\u63d0\u4ea4\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u836f\u7269\u4f53\u5185\u6548\u679c\u8bc4\u4f30', 'TaskContent': '\u5728\u52a8\u7269\u6a21\u578b\u4e2d\u8bc4\u4f30\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u7684\u6cbb\u7597\u6548\u679c\u3002', 'InputObject_List': ['\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e'], 'OutputObject': '\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a', 'AgentSelection': ['\u6218\u573a\u519b\u533b', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5316\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6218\u573a\u519b\u533b', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5316\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5728\u52a8\u7269\u6a21\u578b\u4e2d\u8bc4\u4f30\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u7684\u6cbb\u7597\u6548\u679c\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u57fa\u4e8e\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u836f\u7269\u6cbb\u7597\u5931\u8840\u6027\u4f11\u514b\u7684\u6548\u679c\u8bc4\u4f30\u65b9\u6848\uff0c\u7ed3\u5408\u6218\u573a\u6551\u6cbb\u7ecf\u9a8c\uff0c\u786e\u5b9a\u5173\u952e\u8bc4\u4ef7\u6307\u6807\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u51fa\u53d1\uff0c\u5206\u6790\u836f\u7269\u53ef\u80fd\u7684\u4f5c\u7528\u673a\u5236\u53ca\u5176\u5bf9\u6cbb\u7597\u6548\u679c\u7684\u5f71\u54cd\uff0c\u8865\u5145\u6218\u573a\u519b\u533b\u7684\u8bc4\u4f30\u65b9\u6848\u7406\u8bba\u57fa\u7840\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u65b9\u6848\u548c\u7406\u8bba\uff0c\u63d0\u51fa\u836f\u7269\u4f53\u5185\u4ee3\u8c22\u53ca\u4f5c\u7528\u52a8\u529b\u5b66\u7684\u5206\u5b50\u8bbe\u8ba1\u601d\u8def\uff0c\u4e3a\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u63d0\u4f9b\u5177\u4f53\u5206\u5b50\u5c42\u9762\u7684\u652f\u6301\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5316\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u548c\u8bbe\u8ba1\u601d\u8def\u7684\u5b9e\u7528\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u75c5\u7406\u673a\u5236\u5206\u6790\u53ca\u8bc4\u4ef7\u6307\u6807\uff0c\u8c03\u6574\u65b9\u6848\u4ee5\u66f4\u8d34\u5408\u4e34\u5e8a\u9700\u6c42\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u5347\u836f\u7269\u8bbe\u8ba1\u7684\u79d1\u5b66\u6027\u548c\u6709\u6548\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\u548c\u6539\u8fdb\u65b9\u6848\uff0c\u5b8c\u6210\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u4ea4\u7528\u4e8e\u540e\u7eed\u836f\u7269\u7814\u53d1\u51b3\u7b56\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u836f\u7269\u4f18\u5316\u4e0e\u5236\u5242\u5f00\u53d1', 'TaskContent': '\u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u4f18\u5316\u836f\u7269\u7ed3\u6784\u5e76\u5f00\u53d1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u5236\u5242\u3002', 'InputObject_List': ['\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a'], 'OutputObject': '\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848', 'AgentSelection': ['\u5236\u5242\u5de5\u7a0b\u5e08', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5316\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5236\u5242\u5de5\u7a0b\u5e08', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5316\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u4f18\u5316\u836f\u7269\u7ed3\u6784\u5e76\u5f00\u53d1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u5236\u5242\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u51fa\u8840\u6db2\u52a8\u529b\u5b66\u548c\u75c5\u7406\u673a\u5236\u76f8\u5173\u7684\u836f\u7269\u4f18\u5316\u65b9\u5411\uff0c\u4e3a\u836f\u7269\u7ed3\u6784\u8bbe\u8ba1\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u652f\u6301\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u836f\u7269\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u65b9\u6848\uff0c\u786e\u4fdd\u5206\u5b50\u7ed3\u6784\u53ef\u5408\u6210\u4e14\u5177\u5907\u6f5c\u5728\u6d3b\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u5236\u5242\u5de5\u7a0b\u5e08', 'Description': '\u57fa\u4e8e\u4f18\u5316\u7684\u836f\u7269\u5206\u5b50\u7ed3\u6784\uff0c\u8bbe\u8ba1\u9002\u5408\u6218\u573a\u4f7f\u7528\u7684\u7a33\u5b9a\u3001\u4fbf\u6377\u7684\u836f\u7269\u5236\u5242\u65b9\u6848\uff0c\u6ee1\u8db3\u5feb\u901f\u7ed9\u836f\u548c\u50a8\u5b58\u9700\u6c42\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5236\u5242\u5de5\u7a0b\u5e08\u8bbe\u8ba1\u7684\u5236\u5242\u65b9\u6848\u5728\u6218\u573a\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5236\u5242\u5de5\u7a0b\u5e08', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5236\u5242\u914d\u65b9\u548c\u5de5\u827a\u6d41\u7a0b\uff0c\u63d0\u9ad8\u836f\u7269\u5236\u5242\u7684\u7a33\u5b9a\u6027\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5236\u5242\u5de5\u7a0b\u5e08', 'Description': '\u6574\u5408\u836f\u7269\u7ed3\u6784\u4f18\u5316\u548c\u5236\u5242\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action5']}]}, {'StepName': '\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76', 'TaskContent': '\u5f00\u5c55\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u6709\u6548\u3002', 'InputObject_List': ['\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848'], 'OutputObject': '\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e', 'AgentSelection': ['\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5316\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5316\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5f00\u5c55\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u6709\u6548\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u63d0\u51fa\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u7814\u7a76\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u660e\u786e\u5173\u952e\u5b89\u5168\u6027\u6307\u6807\u548c\u5b9e\u9a8c\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u8bbe\u8ba1\u601d\u8def\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u786e\u4fdd\u836f\u7269\u5728\u4f53\u5185\u7684\u5b89\u5168\u6709\u6548\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u63d0\u51fa\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u4e0e\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u7814\u7a76\u7684\u8854\u63a5\u6027\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5316\u5b66\u5bb6', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u5b8c\u5584\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u8ba1\u5212\uff0c\u63d0\u4ea4\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}]}, {'StepName': '\u5feb\u901f\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u4e0e\u5b9e\u65bd', 'TaskContent': '\u8bbe\u8ba1\u5e76\u5feb\u901f\u5f00\u5c55\u9488\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002', 'InputObject_List': ['\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e'], 'OutputObject': '\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c', 'AgentSelection': ['\u6218\u573a\u519b\u533b', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6218\u573a\u519b\u533b', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8bbe\u8ba1\u5e76\u5feb\u901f\u5f00\u5c55\u9488\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6218\u573a\u519b\u533b', 'Description': 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\n\u5927\u91cf\u5931\u8840\u9020\u6210\u5faa\u73af\u8840\u5bb9\u91cf\u6025\u5267\u4e0b\u964d\uff0c\u5fc3\u810f\u524d\u8d1f\u8377\u51cf\u5c11\uff0c\u5fc3\u8f93\u51fa\u91cf\u4e0b\u964d\uff0c\u5bfc\u81f4\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u3002\u8840\u538b\u4e0b\u964d\u6fc0\u6d3b\u4ea4\u611f\u795e\u7ecf\u7cfb\u7edf\uff0c\u5f15\u8d77\u8840\u7ba1\u6536\u7f29\u4ee5\u7ef4\u6301\u704c\u6ce8\u538b\uff0c\u4f46\u8fc7\u5ea6\u6536\u7f29\u53cd\u800c\u52a0\u91cd\u5fae\u5faa\u73af\u969c\u788d\u3002 \n\u9776\u70b9\u5efa\u8bae\uff1a\u8c03\u8282\u8840\u7ba1\u5f20\u529b\u7684\u53d7\u4f53\uff08\u5982\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\uff09\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u76f8\u5173\u7684\u80bd\u7c7b\uff08\u5982\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\uff09\u53ef\u4f5c\u4e3a\u836f\u7269\u9776\u70b9\u3002\n\n2. \u7ec4\u7ec7\u7f3a\u6c27\u53ca\u7ec6\u80de\u4ee3\u8c22\u969c\u788d 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"\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u75c5\u7406\u673a\u5236\u7406\u8bba\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u5408\u7406\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5206\u6790\u7406\u8bba\u5168\u9762\u4e14\u7cfb\u7edf\uff0c\u7ed3\u5408\u4e86\u4e34\u5e8a\u8868\u73b0\u4e0e\u5206\u5b50\u673a\u5236\uff0c\u5177\u6709\u5f88\u5f3a\u7684\u6307\u5bfc\u610f\u4e49\u3002\u7ed3\u5408\u6218\u573a\u5b9e\u9645\uff0c\u6211\u5efa\u8bae\u5173\u6ce8\u4ee5\u4e0b\u4e24\u70b9\u6539\u8fdb\uff1a\n\n1. \u5fae\u5faa\u73af\u6539\u5584\u65b9\u9762\uff0c\u7406\u8bba\u4e2d\u5f3a\u8c03\u5185\u76ae\u4fdd\u62a4\u548c\u8840\u6db2\u6d41\u53d8\u8c03\u8282\uff0c\u4f46\u6218\u573a\u73af\u5883\u9650\u5236\u836f\u7269\u8f93\u6ce8\u9014\u5f84\uff0c\u5efa\u8bae\u589e\u52a0\u5bf9\u5feb\u901f\u8d77\u6548\u4e14\u4fbf\u4e8e\u73b0\u573a\u5e94\u7528\u7684\u5fae\u5faa\u73af\u6539\u5584\u5242\u7684\u8ba8\u8bba\uff0c\u6bd4\u5982\u4fbf\u643a\u5f0f\u7ed9\u836f\u65b9\u5f0f\u3002\n\n2. 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"\u611f\u8c22\u6218\u573a\u519b\u533b\u7684\u5b9d\u8d35\u53cd\u9988\uff0c\u9488\u5bf9\u73b0\u573a\u5e94\u7528\u7684\u4fbf\u6377\u6027\u548c\u6025\u6551\u65f6\u673a\u7684\u7279\u6b8a\u6027\uff0c\u6211\u5c06\u7ed3\u5408\u4e34\u5e8a\u5b9e\u9645\u8fdb\u4e00\u6b65\u5b8c\u5584\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u5206\u6790\u53ca\u836f\u7269\u9776\u70b9\u5efa\u8bae\uff0c\u91cd\u70b9\u7a81\u51fa\u5feb\u901f\u8d77\u6548\u548c\u5b89\u5168\u6027\uff0c\u7ec6\u5316\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u7b56\u7565\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u5b9e\u7528\u6027\u548c\u6307\u5bfc\u6027\u3002\n\n## Improved version of \u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a\n\n\u4e00\u3001\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u53ca\u5173\u952e\u836f\u7269\u9776\u70b9\n\n1. \u6025\u6027\u8840\u5bb9\u91cf\u51cf\u5c11\u4e0e\u5faa\u73af\u8840\u6d41\u52a8\u529b\u5b66\u7d0a\u4e71 \n\u5927\u91cf\u5931\u8840\u5bfc\u81f4\u5faa\u73af\u8840\u5bb9\u91cf\u6025\u5267\u4e0b\u964d\uff0c\u5fc3\u810f\u524d\u8d1f\u8377\u548c\u5fc3\u8f93\u51fa\u91cf\u51cf\u5c11\uff0c\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u3002\u8840\u538b\u4e0b\u964d\u6fc0\u6d3b\u4ea4\u611f\u795e\u7ecf\u7cfb\u7edf\uff0c\u8bf1\u53d1\u8840\u7ba1\u6536\u7f29\u4ee5\u7ef4\u6301\u704c\u6ce8\u538b\uff0c\u4f46\u8fc7\u5ea6\u8840\u7ba1\u6536\u7f29\u52a0\u91cd\u5fae\u5faa\u73af\u969c\u788d\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\uff08\u8c03\u8282\u8840\u7ba1\u5f20\u529b\uff09\u3001\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\uff08RAAS\u7cfb\u7edf\u8c03\u8282\u8840\u5bb9\u91cf\uff09\u3002 \n- \u836f\u7269\u8bbe\u8ba1\u5efa\u8bae\uff1a\u5f00\u53d1\u9ad8\u6548\u4e14\u7a33\u5b9a\u7684\u8840\u5bb9\u91cf\u6269\u5145\u5242\uff08\u5982\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff09\uff0c\u5e76\u7ed3\u5408\u53e3\u670d\u6216\u4fbf\u643a\u5f0f\u5feb\u901f\u8d77\u6548\u7684\u8840\u7ba1\u8c03\u8282\u5242\uff0c\u4fbf\u4e8e\u6218\u573a\u73b0\u573a\u5e94\u7528\u3002\n\n2. \u7ec4\u7ec7\u7f3a\u6c27\u53ca\u7ec6\u80de\u4ee3\u8c22\u969c\u788d \n\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u5bfc\u81f4\u7ec6\u80de\u7f3a\u6c27\uff0c\u7ebf\u7c92\u4f53\u529f\u80fd\u53d7\u635f\uff0c\u80fd\u91cf\u4ee3\u8c22\u7d0a\u4e71\uff0c\u4e73\u9178\u5806\u79ef\u5f15\u53d1\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\u3002\u7f3a\u6c27\u8bf1\u5bfc\u56e0\u5b50\uff08HIF\uff09\u4fe1\u53f7\u901a\u8def\u6fc0\u6d3b\uff0c\u4fc3\u8fdb\u708e\u75c7\u548c\u7ec6\u80de\u51cb\u4ea1\u3002 \n- \u5173\u952e\u9776\u70b9\uff1aHIF\u8c03\u8282\u56e0\u5b50\u3001\u7ebf\u7c92\u4f53\u4fdd\u62a4\u5242\uff08\u6297\u6c27\u5316\u5242\uff09\u3001\u4e73\u9178\u8131\u6c22\u9176\uff08\u8c03\u8282\u4e73\u9178\u4ee3\u8c22\uff09\u3002 \n- \u836f\u7269\u8bbe\u8ba1\u5efa\u8bae\uff1a\u5f00\u53d1\u5feb\u901f\u8d77\u6548\u7684\u6297\u6c27\u5316\u5242\u53ca\u4ee3\u8c22\u8c03\u8282\u5242\uff0c\u652f\u6301\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u6062\u590d\u3002\n\n3. \u5fae\u5faa\u73af\u969c\u788d\u548c\u8840\u6db2\u6d41\u53d8\u5b66\u6539\u53d8 \n\u8840\u6db2\u7c98\u5ea6\u589e\u52a0\u548c\u5fae\u8840\u7ba1\u5185\u8840\u6d41\u5f02\u5e38\u52a0\u5267\u5c40\u90e8\u7f3a\u8840\uff0c\u5185\u76ae\u635f\u4f24\u5bfc\u81f4\u8840\u7ba1\u901a\u900f\u6027\u589e\u52a0\uff0c\u8840\u6d46\u5916\u6e17\u548c\u7ec4\u7ec7\u6c34\u80bf\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u5185\u76ae\u4fdd\u62a4\u5242\uff08\u5982\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\uff09\u3001\u6297\u708e\u836f\u7269\u3001\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269\u3001\u8c03\u8282\u8840\u6db2\u6d41\u53d8\u6027\u7684\u836f\u7269\u3002 \n- \u6218\u573a\u5e94\u7528\u5efa\u8bae\uff1a\u91cd\u70b9\u7814\u53d1\u4fbf\u643a\u5f0f\u3001\u5feb\u901f\u8d77\u6548\u7684\u5fae\u5faa\u73af\u6539\u5584\u5242\uff08\u5982\u5438\u5165\u578b\u6216\u76ae\u4e0b\u6ce8\u5c04\u5242\u578b\uff09\uff0c\u9002\u5408\u73b0\u573a\u7d27\u6025\u7ed9\u836f\uff0c\u63d0\u5347\u5fae\u5faa\u73af\u704c\u6ce8\u3002\n\n4. \u708e\u75c7\u53cd\u5e94\u53ca\u514d\u75ab\u6fc0\u6d3b \n\u5931\u8840\u6027\u4f11\u514b\u5f15\u53d1\u7cfb\u7edf\u6027\u708e\u75c7\u53cd\u5e94\uff0c\u4fc3\u708e\u7ec6\u80de\u56e0\u5b50\uff08TNF-\u03b1\u3001IL-6\u7b49\uff09\u91ca\u653e\uff0c\u5bfc\u81f4\u591a\u5668\u5b98\u529f\u80fd\u969c\u788d\u548c\u5185\u76ae\u635f\u4f24\u3002 \n- \u5173\u952e\u9776\u70b9\uff1aTNF-\u03b1\u6291\u5236\u5242\u3001IL-6\u53d7\u4f53\u62ee\u6297\u5242\u3001\u514d\u75ab\u8c03\u8282\u5242\u3001\u6297\u6c27\u5316\u5242\u3002 \n- \u836f\u7269\u8bbe\u8ba1\u5efa\u8bae\uff1a\u4f18\u5148\u5f00\u53d1\u5b89\u5168\u6027\u9ad8\u3001\u8d77\u6548\u5feb\u7684\u6297\u708e\u836f\u7269\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\uff0c\u51cf\u5c11\u526f\u4f5c\u7528\u3002\n\n5. \u4ee3\u507f\u673a\u5236\u53ca\u5fc3\u810f\u529f\u80fd\u53d7\u635f \n\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u548cRAAS\u6fc0\u6d3b\u77ed\u671f\u7ef4\u6301\u8840\u538b\uff0c\u4f46\u957f\u671f\u8fc7\u5ea6\u6fc0\u6d3b\u5bfc\u81f4\u5fc3\u808c\u8017\u6c27\u589e\u52a0\u53ca\u5fc3\u8870\u98ce\u9669\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u5242\u3001RAAS\u8c03\u8282\u5242\u3002 \n- \u6218\u573a\u5e94\u7528\u5efa\u8bae\uff1a\u03b2\u53d7\u4f53\u963b\u6ede\u5242\u5e94\u614e\u7528\uff0c\u5efa\u8bae\u7ec6\u5316\u4f7f\u7528\u65f6\u673a\u548c\u5242\u91cf\uff0c\u6216\u63a2\u7d22\u66f4\u5b89\u5168\u7684\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u7b56\u7565\uff0c\u5982\u9009\u62e9\u6027\u03b12\u53d7\u4f53\u6fc0\u52a8\u5242\u6216\u4e2d\u67a2\u8c03\u8282\u5242\uff0c\u51cf\u5c11\u4f4e\u8840\u538b\u98ce\u9669\u3002\n\n\u4e8c\u3001\u7efc\u5408\u836f\u7269\u7814\u53d1\u65b9\u5411\u4e0e\u6218\u573a\u5e94\u7528\u7b56\u7565\n\n1. \u5feb\u901f\u6062\u590d\u8840\u5bb9\u91cf \n\u5f00\u53d1\u9ad8\u6548\u3001\u7a33\u5b9a\u7684\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff0c\u517c\u987e\u50a8\u5b58\u65b9\u4fbf\u548c\u73b0\u573a\u5feb\u901f\u8f93\u6ce8\u3002\u7ed3\u5408\u4fbf\u643a\u5f0f\u7ed9\u836f\u8bbe\u5907\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6548\u7387\u3002\n\n2. \u6539\u5584\u5fae\u5faa\u73af\u4e0e\u8840\u6d41\u52a8\u529b\u5b66 \n\u91cd\u70b9\u7814\u53d1\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u4e8e\u73b0\u573a\u5e94\u7528\u7684\u5fae\u5faa\u73af\u6539\u5584\u5242\uff0c\u5982\u5438\u5165\u578b\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u3001\u76ae\u4e0b\u6ce8\u5c04\u5fae\u8840\u7ba1\u6269\u5f20\u5242\uff0c\u786e\u4fdd\u836f\u7269\u80fd\u8fc5\u901f\u6539\u5584\u7ec4\u7ec7\u704c\u6ce8\u3002\n\n3. \u6291\u5236\u708e\u75c7\u53cd\u5e94 \n\u5f00\u53d1\u5b89\u5168\u3001\u5feb\u901f\u8d77\u6548\u7684\u6297\u708e\u836f\u7269\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\uff0c\u51cf\u5c11\u526f\u4f5c\u7528\u548c\u514d\u75ab\u6291\u5236\u98ce\u9669\uff0c\u4fdd\u62a4\u5185\u76ae\u529f\u80fd\u3002\n\n4. \u4fdd\u62a4\u7ec6\u80de\u4ee3\u8c22\u548c\u7ebf\u7c92\u4f53\u529f\u80fd \n\u7814\u53d1\u6297\u6c27\u5316\u5242\u548c\u4ee3\u8c22\u8c03\u8282\u5242\uff0c\u7f13\u89e3\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\uff0c\u4fdd\u62a4\u7ebf\u7c92\u4f53\u529f\u80fd\uff0c\u4fc3\u8fdb\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u6062\u590d\u3002\n\n5. \u8c03\u8282\u4ee3\u507f\u673a\u5236\uff0c\u9632\u6b62\u5fc3\u810f\u529f\u80fd\u6076\u5316 \n\u7ec6\u5316\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u836f\u7269\u4f7f\u7528\u65b9\u6848\uff0c\u4f18\u5148\u9009\u62e9\u5b89\u5168\u6027\u66f4\u9ad8\u7684\u8c03\u8282\u5242\uff0c\u907f\u514d\u6025\u6027\u671f\u4f4e\u8840\u538b\u52a0\u91cd\uff0c\u4fdd\u969c\u5fc3\u810f\u529f\u80fd\u7a33\u5b9a\u3002\n\n\u4e09\u3001\u603b\u7ed3 \n\u5931\u8840\u6027\u4f11\u514b\u7684\u836f\u7269\u7814\u53d1\u5e94\u7ed3\u5408\u6218\u573a\u6025\u6551\u7279\u70b9\uff0c\u5f3a\u8c03\u836f\u7269\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u6027\u548c\u5b89\u5168\u6027\uff0c\u91cd\u70b9\u9776\u5411\u8840\u5bb9\u91cf\u8c03\u8282\u3001\u5fae\u5faa\u73af\u6539\u5584\u3001\u708e\u75c7\u6291\u5236\u53ca\u7ec6\u80de\u4fdd\u62a4\u56db\u5927\u65b9\u5411\u3002\u901a\u8fc7\u7cbe\u51c6\u7684\u75c5\u7406\u673a\u5236\u7406\u89e3\u4e0e\u9776\u70b9\u8bbe\u8ba1\uff0c\u4f18\u5316\u836f\u7269\u7ec4\u5408\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff0c\u5c06\u6781\u5927\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6548\u679c\u548c\u60a3\u8005\u751f\u5b58\u7387\u3002\n\n\u671f\u5f85\u7ee7\u7eed\u4e0e\u6218\u573a\u519b\u533b\u5408\u4f5c\uff0c\u7ed3\u5408\u4e34\u5e8a\u53cd\u9988\u4e0d\u65ad\u5b8c\u5584\u65b9\u6848\uff0c\u63a8\u52a8\u5feb\u901f\u6709\u6548\u7684\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269\u7814\u53d1\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u5b8c\u5584\u540e\u7684\u75c5\u7406\u673a\u5236\u4e0e\u836f\u7269\u9776\u70b9\u5206\u6790\u62a5\u544a\uff0c\u6b22\u8fce\u8fdb\u4e00\u6b65\u8ba8\u8bba\u548c\u8865\u5145\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6574\u5408\u53cc\u65b9\u5206\u6790\u7ed3\u679c\uff0c\u5b8c\u6210\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u673a\u5236\u4e0e\u836f\u7269\u4f5c\u7528\u9776\u70b9\u5206\u6790\u62a5\u544a\u7684\u64b0\u5199\u5e76\u63d0\u4ea4\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u7ecf\u8fc7\u4e0e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u6df1\u5165\u8ba8\u8bba\u548c\u7ed3\u5408\u6211\u591a\u6b21\u6218\u573a\u6551\u6cbb\u7684\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u6211\u4eec\u5bf9\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u548c\u836f\u7269\u9776\u70b9\u8fbe\u6210\u4e86\u8f83\u4e3a\u5168\u9762\u4e14\u5b9e\u7528\u7684\u7406\u89e3\u3002\u7279\u522b\u662f\u9488\u5bf9\u6218\u573a\u73af\u5883\u7684\u7279\u6b8a\u7ea6\u675f\uff0c\u65b9\u6848\u4e2d\u5f3a\u8c03\u4e86\u836f\u7269\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u6027\u548c\u5b89\u5168\u6027\uff0c\u7ec6\u5316\u4e86\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u7b56\u7565\uff0c\u786e\u4fdd\u836f\u7269\u8bbe\u8ba1\u66f4\u7b26\u5408\u6025\u6551\u9700\u6c42\u3002\u73b0\u5c06\u6574\u5408\u540e\u7684\u5206\u6790\u62a5\u544a\u63d0\u4ea4\u5982\u4e0b\uff1a\n\n```\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a\n\u4e00\u3001\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u53ca\u5173\u952e\u836f\u7269\u9776\u70b9\n\n1. \u6025\u6027\u8840\u5bb9\u91cf\u51cf\u5c11\u4e0e\u5faa\u73af\u8840\u6d41\u52a8\u529b\u5b66\u7d0a\u4e71 \n\u5927\u91cf\u5931\u8840\u5bfc\u81f4\u5faa\u73af\u8840\u5bb9\u91cf\u6025\u5267\u4e0b\u964d\uff0c\u5fc3\u810f\u524d\u8d1f\u8377\u548c\u5fc3\u8f93\u51fa\u91cf\u51cf\u5c11\uff0c\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u3002\u8840\u538b\u4e0b\u964d\u6fc0\u6d3b\u4ea4\u611f\u795e\u7ecf\u7cfb\u7edf\uff0c\u8bf1\u53d1\u8840\u7ba1\u6536\u7f29\u4ee5\u7ef4\u6301\u704c\u6ce8\u538b\uff0c\u4f46\u8fc7\u5ea6\u8840\u7ba1\u6536\u7f29\u52a0\u91cd\u5fae\u5faa\u73af\u969c\u788d\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\uff08\u8c03\u8282\u8840\u7ba1\u5f20\u529b\uff09\u3001\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\uff08RAAS\u7cfb\u7edf\u8c03\u8282\u8840\u5bb9\u91cf\uff09\u3002 \n- 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\u5173\u952e\u9776\u70b9\uff1aHIF\u8c03\u8282\u56e0\u5b50\u3001\u7ebf\u7c92\u4f53\u4fdd\u62a4\u5242\uff08\u6297\u6c27\u5316\u5242\uff09\u3001\u4e73\u9178\u8131\u6c22\u9176\uff08\u8c03\u8282\u4e73\u9178\u4ee3\u8c22\uff09\u3002 \n- \u836f\u7269\u8bbe\u8ba1\u5efa\u8bae\uff1a\u5f00\u53d1\u5feb\u901f\u8d77\u6548\u7684\u6297\u6c27\u5316\u5242\u53ca\u4ee3\u8c22\u8c03\u8282\u5242\uff0c\u652f\u6301\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u6062\u590d\u3002\n\n3. \u5fae\u5faa\u73af\u969c\u788d\u548c\u8840\u6db2\u6d41\u53d8\u5b66\u6539\u53d8 \n\u8840\u6db2\u7c98\u5ea6\u589e\u52a0\u548c\u5fae\u8840\u7ba1\u5185\u8840\u6d41\u5f02\u5e38\u52a0\u5267\u5c40\u90e8\u7f3a\u8840\uff0c\u5185\u76ae\u635f\u4f24\u5bfc\u81f4\u8840\u7ba1\u901a\u900f\u6027\u589e\u52a0\uff0c\u8840\u6d46\u5916\u6e17\u548c\u7ec4\u7ec7\u6c34\u80bf\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u5185\u76ae\u4fdd\u62a4\u5242\uff08\u5982\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\uff09\u3001\u6297\u708e\u836f\u7269\u3001\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269\u3001\u8c03\u8282\u8840\u6db2\u6d41\u53d8\u6027\u7684\u836f\u7269\u3002 \n- \u6218\u573a\u5e94\u7528\u5efa\u8bae\uff1a\u91cd\u70b9\u7814\u53d1\u4fbf\u643a\u5f0f\u3001\u5feb\u901f\u8d77\u6548\u7684\u5fae\u5faa\u73af\u6539\u5584\u5242\uff08\u5982\u5438\u5165\u578b\u6216\u76ae\u4e0b\u6ce8\u5c04\u5242\u578b\uff09\uff0c\u9002\u5408\u73b0\u573a\u7d27\u6025\u7ed9\u836f\uff0c\u63d0\u5347\u5fae\u5faa\u73af\u704c\u6ce8\u3002\n\n4. \u708e\u75c7\u53cd\u5e94\u53ca\u514d\u75ab\u6fc0\u6d3b \n\u5931\u8840\u6027\u4f11\u514b\u5f15\u53d1\u7cfb\u7edf\u6027\u708e\u75c7\u53cd\u5e94\uff0c\u4fc3\u708e\u7ec6\u80de\u56e0\u5b50\uff08TNF-\u03b1\u3001IL-6\u7b49\uff09\u91ca\u653e\uff0c\u5bfc\u81f4\u591a\u5668\u5b98\u529f\u80fd\u969c\u788d\u548c\u5185\u76ae\u635f\u4f24\u3002 \n- \u5173\u952e\u9776\u70b9\uff1aTNF-\u03b1\u6291\u5236\u5242\u3001IL-6\u53d7\u4f53\u62ee\u6297\u5242\u3001\u514d\u75ab\u8c03\u8282\u5242\u3001\u6297\u6c27\u5316\u5242\u3002 \n- \u836f\u7269\u8bbe\u8ba1\u5efa\u8bae\uff1a\u4f18\u5148\u5f00\u53d1\u5b89\u5168\u6027\u9ad8\u3001\u8d77\u6548\u5feb\u7684\u6297\u708e\u836f\u7269\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\uff0c\u51cf\u5c11\u526f\u4f5c\u7528\u3002\n\n5. \u4ee3\u507f\u673a\u5236\u53ca\u5fc3\u810f\u529f\u80fd\u53d7\u635f \n\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u548cRAAS\u6fc0\u6d3b\u77ed\u671f\u7ef4\u6301\u8840\u538b\uff0c\u4f46\u957f\u671f\u8fc7\u5ea6\u6fc0\u6d3b\u5bfc\u81f4\u5fc3\u808c\u8017\u6c27\u589e\u52a0\u53ca\u5fc3\u8870\u98ce\u9669\u3002 \n- \u5173\u952e\u9776\u70b9\uff1a\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u5242\u3001RAAS\u8c03\u8282\u5242\u3002 \n- \u6218\u573a\u5e94\u7528\u5efa\u8bae\uff1a\u03b2\u53d7\u4f53\u963b\u6ede\u5242\u5e94\u614e\u7528\uff0c\u5efa\u8bae\u7ec6\u5316\u4f7f\u7528\u65f6\u673a\u548c\u5242\u91cf\uff0c\u6216\u63a2\u7d22\u66f4\u5b89\u5168\u7684\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u7b56\u7565\uff0c\u5982\u9009\u62e9\u6027\u03b12\u53d7\u4f53\u6fc0\u52a8\u5242\u6216\u4e2d\u67a2\u8c03\u8282\u5242\uff0c\u51cf\u5c11\u4f4e\u8840\u538b\u98ce\u9669\u3002\n\n\u4e8c\u3001\u7efc\u5408\u836f\u7269\u7814\u53d1\u65b9\u5411\u4e0e\u6218\u573a\u5e94\u7528\u7b56\u7565\n\n1. \u5feb\u901f\u6062\u590d\u8840\u5bb9\u91cf \n\u5f00\u53d1\u9ad8\u6548\u3001\u7a33\u5b9a\u7684\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff0c\u517c\u987e\u50a8\u5b58\u65b9\u4fbf\u548c\u73b0\u573a\u5feb\u901f\u8f93\u6ce8\u3002\u7ed3\u5408\u4fbf\u643a\u5f0f\u7ed9\u836f\u8bbe\u5907\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6548\u7387\u3002\n\n2. \u6539\u5584\u5fae\u5faa\u73af\u4e0e\u8840\u6d41\u52a8\u529b\u5b66 \n\u91cd\u70b9\u7814\u53d1\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u4e8e\u73b0\u573a\u5e94\u7528\u7684\u5fae\u5faa\u73af\u6539\u5584\u5242\uff0c\u5982\u5438\u5165\u578b\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u3001\u76ae\u4e0b\u6ce8\u5c04\u5fae\u8840\u7ba1\u6269\u5f20\u5242\uff0c\u786e\u4fdd\u836f\u7269\u80fd\u8fc5\u901f\u6539\u5584\u7ec4\u7ec7\u704c\u6ce8\u3002\n\n3. \u6291\u5236\u708e\u75c7\u53cd\u5e94 \n\u5f00\u53d1\u5b89\u5168\u3001\u5feb\u901f\u8d77\u6548\u7684\u6297\u708e\u836f\u7269\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\uff0c\u51cf\u5c11\u526f\u4f5c\u7528\u548c\u514d\u75ab\u6291\u5236\u98ce\u9669\uff0c\u4fdd\u62a4\u5185\u76ae\u529f\u80fd\u3002\n\n4. \u4fdd\u62a4\u7ec6\u80de\u4ee3\u8c22\u548c\u7ebf\u7c92\u4f53\u529f\u80fd \n\u7814\u53d1\u6297\u6c27\u5316\u5242\u548c\u4ee3\u8c22\u8c03\u8282\u5242\uff0c\u7f13\u89e3\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\uff0c\u4fdd\u62a4\u7ebf\u7c92\u4f53\u529f\u80fd\uff0c\u4fc3\u8fdb\u7ec6\u80de\u80fd\u91cf\u4ee3\u8c22\u6062\u590d\u3002\n\n5. \u8c03\u8282\u4ee3\u507f\u673a\u5236\uff0c\u9632\u6b62\u5fc3\u810f\u529f\u80fd\u6076\u5316 \n\u7ec6\u5316\u4ea4\u611f\u795e\u7ecf\u8c03\u8282\u836f\u7269\u4f7f\u7528\u65b9\u6848\uff0c\u4f18\u5148\u9009\u62e9\u5b89\u5168\u6027\u66f4\u9ad8\u7684\u8c03\u8282\u5242\uff0c\u907f\u514d\u6025\u6027\u671f\u4f4e\u8840\u538b\u52a0\u91cd\uff0c\u4fdd\u969c\u5fc3\u810f\u529f\u80fd\u7a33\u5b9a\u3002\n\n\u4e09\u3001\u603b\u7ed3 \n\u5931\u8840\u6027\u4f11\u514b\u7684\u836f\u7269\u7814\u53d1\u5e94\u7ed3\u5408\u6218\u573a\u6025\u6551\u7279\u70b9\uff0c\u5f3a\u8c03\u836f\u7269\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u6027\u548c\u5b89\u5168\u6027\uff0c\u91cd\u70b9\u9776\u5411\u8840\u5bb9\u91cf\u8c03\u8282\u3001\u5fae\u5faa\u73af\u6539\u5584\u3001\u708e\u75c7\u6291\u5236\u53ca\u7ec6\u80de\u4fdd\u62a4\u56db\u5927\u65b9\u5411\u3002\u901a\u8fc7\u7cbe\u51c6\u7684\u75c5\u7406\u673a\u5236\u7406\u89e3\u4e0e\u9776\u70b9\u8bbe\u8ba1\uff0c\u4f18\u5316\u836f\u7269\u7ec4\u5408\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff0c\u5c06\u6781\u5927\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6548\u679c\u548c\u60a3\u8005\u751f\u5b58\u7387\u3002\n\n\u671f\u5f85\u7ee7\u7eed\u4e0e\u6218\u573a\u519b\u533b\u5408\u4f5c\uff0c\u7ed3\u5408\u4e34\u5e8a\u53cd\u9988\u4e0d\u65ad\u5b8c\u5584\u65b9\u6848\uff0c\u63a8\u52a8\u5feb\u901f\u6709\u6548\u7684\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269\u7814\u53d1\u3002\n```\n\n\u8bf7\u5ba1\u9605\u5e76\u63d0\u51fa\u8fdb\u4e00\u6b65\u5efa\u8bae\u3002" 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"ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u53ef\u80fd\u7684\u836f\u7269\u9776\u70b9\u548c\u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a" + ], + "Action_Result": 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HIF\u8c03\u8282\u56e0\u5b50\u6291\u5236\u5242/\u6fc0\u6d3b\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u8c03\u8282\u7f3a\u6c27\u4fe1\u53f7\u901a\u8def\uff0c\u51cf\u8f7b\u7ec6\u80de\u51cb\u4ea1\u548c\u708e\u75c7\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\uff0c\u7ed3\u6784\u53ef\u8c03\u63a7HIF-1\u03b1\u7684\u7a33\u5b9a\u6027\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u5206\u5b50\u7ed3\u6784\u5e94\u5177\u5907\u826f\u597d\u7ec6\u80de\u819c\u7a7f\u900f\u6027\uff0c\u5feb\u901f\u8c03\u8282HIF\u6d3b\u6027\u3002\n\n2. \u7ebf\u7c92\u4f53\u4fdd\u62a4\u5242\uff08\u6297\u6c27\u5316\u5242\uff09 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6e05\u9664\u7ebf\u7c92\u4f53ROS\uff0c\u4fdd\u62a4\u80fd\u91cf\u4ee3\u8c22\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u915a\u7c7b\uff08\u5982\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u5982\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u6297\u6c27\u5316\u5242\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u589e\u5f3a\u8102\u6eb6\u6027\u4ee5\u5229\u4e8e\u7ebf\u7c92\u4f53\u819c\u7a7f\u900f\uff0c\u540c\u65f6\u4fdd\u8bc1\u5b89\u5168\u6027\u3002\n\n3. \u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u8c03\u8282\u4e73\u9178\u4ee3\u8c22\uff0c\u7f13\u89e3\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u7684\u6709\u673a\u5c0f\u5206\u5b50\uff0c\u6a21\u62df\u4e73\u9178\u7ed3\u6784\uff0c\u7ade\u4e89\u6027\u6291\u5236\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u9ad8\u9009\u62e9\u6027\uff0c\u907f\u514d\u5f71\u54cd\u6b63\u5e38\u4ee3\u8c22\u3002\n\n\u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9 \n1. \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\uff08NO\u4f9b\u4f53\uff09 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6269\u5f20\u5fae\u8840\u7ba1\uff0c\u6539\u5584\u8840\u6d41\u52a8\u529b\u5b66\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u785d\u9178\u916f\u7c7b\uff08\u5982\u785d\u9178\u7518\u6cb9\u884d\u751f\u7269\uff09\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u8bbe\u8ba1\u7f13\u91ca\u578b\u6216\u5feb\u901f\u91ca\u653e\u578b\u5206\u5b50\uff0c\u9002\u5408\u5438\u5165\u6216\u76ae\u4e0b\u6ce8\u5c04\u3002\n\n2. \u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6291\u5236\u708e\u75c7\u56e0\u5b50\uff0c\u4fdd\u62a4\u8840\u7ba1\u5185\u76ae\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u975e\u753e\u4f53\u6297\u708e\u836f\uff08NSAIDs\uff09\u884d\u751f\u7269\uff0c\u6216\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\uff08\u5982\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff09\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u4f18\u5148\u5b89\u5168\u6027\u9ad8\u3001\u5feb\u901f\u8d77\u6548\u5206\u5b50\u3002\n\n3. \u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6539\u5584\u8840\u6db2\u6d41\u53d8\u6027\uff0c\u9632\u6b62\u5fae\u8840\u7ba1\u5835\u585e\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u4f4e\u51fa\u8840\u98ce\u9669\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002\n\n\u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9 \n1. TNF-\u03b1\u6291\u5236\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6291\u5236\u4fc3\u708e\u7ec6\u80de\u56e0\u5b50\uff0c\u51cf\u5c11\u7ec4\u7ec7\u635f\u4f24\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u5c0f\u5206\u5b50\u6291\u5236\u5242\uff08\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff09\uff0c\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u5206\u5b50\u91cf\u9002\u4e2d\uff0c\u53e3\u670d\u6216\u6ce8\u5c04\u5747\u53ef\u3002\n\n2. IL-6\u53d7\u4f53\u62ee\u6297\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u6291\u5236IL-6\u4ecb\u5bfc\u7684\u708e\u75c7\u4fe1\u53f7\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u5c0f\u5206\u5b50\u53d7\u4f53\u62ee\u6297\u5242\uff0c\u7ed3\u6784\u591a\u6837\uff0c\u91cd\u70b9\u5f00\u53d1\u53e3\u670d\u6216\u5438\u5165\u5242\u578b\u3002 \n\n3. \u514d\u75ab\u8c03\u8282\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u9632\u6b62\u514d\u75ab\u8fc7\u5ea6\u6fc0\u6d3b\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n\n\u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9 \n1. \u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u4e2d\u67a2\u8c03\u8282\u4ea4\u611f\u795e\u7ecf\uff0c\u51cf\u5c11\u5fc3\u810f\u8d1f\u62c5\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\u7ed3\u6784\uff0c\u4f18\u5316\u4e2d\u67a2\u7a7f\u900f\u6027\u3002 \n- \u8bbe\u8ba1\u5efa\u8bae\uff1a\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\uff0c\u5242\u91cf\u53ef\u63a7\u3002\n\n2. RAAS\u7cfb\u7edf\u8c03\u8282\u5242 \n- \u4f5c\u7528\u673a\u5236\uff1a\u7ec6\u5316\u8c03\u8282\u8840\u538b\u548c\u5fc3\u810f\u529f\u80fd\u3002 \n- \u5019\u9009\u5206\u5b50\u7ed3\u6784\u6846\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u5efa\u8bae\u5efa\u7acb\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u65f6\uff0c\u91cd\u70b9\u56f4\u7ed5\u4e0a\u8ff0\u9776\u70b9\u8bbe\u8ba1\u591a\u6837\u5316\u5316\u5b66\u9aa8\u67b6\uff0c\u517c\u987e\u836f\u7269\u7406\u5316\u6027\u8d28\u548c\u6218\u573a\u5e94\u7528\u7279\u70b9\uff08\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u3001\u5b89\u5168\u8010\u53d7\uff09\uff0c\u4ee5\u652f\u6301\u540e\u7eed\u7684\u9ad8\u901a\u91cf\u7b5b\u9009\u548c\u7ed3\u6784\u4f18\u5316\u3002\u4e0b\u4e00\u6b65\u53ef\u7ed3\u5408\u8ba1\u7b97\u673a\u8f85\u52a9\u836f\u7269\u8bbe\u8ba1\uff08CADD\uff09\u548c\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u52a0\u901f\u5019\u9009\u5206\u5b50\u7684\u7b5b\u9009\u4e0e\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u7ed3\u5408\u6218\u573a\u6025\u6551\u7ecf\u9a8c\uff0c\u63d0\u51fa\u836f\u7269\u9776\u70b9\u9009\u62e9\u5e94\u4f18\u5148\u8003\u8651\u7684\u4e34\u5e8a\u6025\u6551\u9700\u6c42\u548c\u5e94\u7528\u573a\u666f\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u75c5\u7406\u673a\u5236\u4e0e\u9776\u70b9\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u7ed3\u5408\u6218\u573a\u6025\u6551\u7684\u7b2c\u4e00\u7ebf\u7ecf\u9a8c\uff0c\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u836f\u7269\u9776\u70b9\u9009\u62e9\u548c\u5019\u9009\u5206\u5b50\u8bbe\u8ba1\uff0c\u5e94\u4f18\u5148\u8003\u8651\u4ee5\u4e0b\u4e34\u5e8a\u6025\u6551\u9700\u6c42\u548c\u5177\u4f53\u5e94\u7528\u573a\u666f\uff1a\n\n1. **\u5feb\u901f\u6062\u590d\u5faa\u73af\u8840\u5bb9\u91cf\u548c\u7ef4\u6301\u8840\u6d41\u52a8\u529b\u5b66\u7a33\u5b9a** \n- \u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u8840\u5bb9\u91cf\u6025\u5267\u4e0b\u964d\uff0c\u9996\u8981\u76ee\u6807\u662f\u8fc5\u901f\u6062\u590d\u6709\u6548\u5faa\u73af\u8840\u5bb9\u91cf\uff0c\u9632\u6b62\u5668\u5b98\u7f3a\u8840\u574f\u6b7b\u3002 \n- \u836f\u7269\u9776\u70b9\u5e94\u4f18\u5148\u9009\u62e9\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u548c\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u8c03\u8282\u5242\uff0c\u786e\u4fdd\u5feb\u901f\u63d0\u5347\u8840\u538b\u548c\u5fc3\u8f93\u51fa\u91cf\u3002 \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5fc5\u987b\u5177\u5907\u826f\u597d\u50a8\u5b58\u7a33\u5b9a\u6027\u548c\u5feb\u901f\u8f93\u6ce8\u80fd\u529b\uff0c\u4fbf\u4e8e\u73b0\u573a\u5feb\u901f\u8865\u6db2\u3002 \n- \u7ed9\u836f\u65b9\u5f0f\u5e94\u7b80\u4fbf\uff08\u5982\u6ce8\u5c04\u5242\u3001\u4fbf\u643a\u5f0f\u8f93\u6ce8\u8bbe\u5907\uff09\uff0c\u9002\u5408\u6218\u573a\u73af\u5883\u4e0b\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002\n\n2. **\u6539\u5584\u5fae\u5faa\u73af\u704c\u6ce8\uff0c\u9632\u6b62\u7ec4\u7ec7\u7f3a\u6c27\u6076\u5316** \n- \u5fae\u5faa\u73af\u969c\u788d\u662f\u5931\u8840\u6027\u4f11\u514b\u8fdb\u5c55\u7684\u5173\u952e\u73af\u8282\uff0c\u836f\u7269\u9700\u8fc5\u901f\u6269\u5f20\u5fae\u8840\u7ba1\uff0c\u6539\u5584\u5c40\u90e8\u8840\u6d41\u3002 \n- \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u548c\u5fae\u8840\u7ba1\u6269\u5f20\u5242\u5e94\u8bbe\u8ba1\u4e3a\u5438\u5165\u578b\u6216\u76ae\u4e0b\u6ce8\u5c04\u578b\uff0c\u65b9\u4fbf\u73b0\u573a\u7d27\u6025\u7ed9\u836f\uff0c\u5feb\u901f\u8d77\u6548\u3002 \n- \u5185\u76ae\u4fdd\u62a4\u5242\u548c\u6297\u708e\u836f\u7269\u4e5f\u9700\u517c\u987e\u5feb\u901f\u4f5c\u7528\uff0c\u9632\u6b62\u8840\u7ba1\u901a\u900f\u6027\u589e\u52a0\u548c\u7ec4\u7ec7\u6c34\u80bf\u3002\n\n3. **\u6291\u5236\u8fc7\u5ea6\u708e\u75c7\u53cd\u5e94\uff0c\u907f\u514d\u591a\u5668\u5b98\u635f\u4f24** \n- \u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u5e38\u4f34\u6709\u5267\u70c8\u708e\u75c7\u53cd\u5e94\uff0c\u836f\u7269\u9700\u5feb\u901f\u6291\u5236TNF-\u03b1\u3001IL-6\u7b49\u4fc3\u708e\u56e0\u5b50\uff0c\u51cf\u8f7b\u5185\u76ae\u635f\u4f24\u548c\u5668\u5b98\u529f\u80fd\u969c\u788d\u3002 \n- \u6297\u708e\u836f\u7269\u5e94\u4f18\u5148\u9009\u62e9\u8d77\u6548\u5feb\u3001\u5b89\u5168\u6027\u9ad8\u3001\u77ed\u671f\u4f7f\u7528\u98ce\u9669\u4f4e\u7684\u5206\u5b50\uff0c\u907f\u514d\u514d\u75ab\u6291\u5236\u548c\u611f\u67d3\u98ce\u9669\u3002\n\n4. **\u4fdd\u62a4\u7ec6\u80de\u4ee3\u8c22\u548c\u7ebf\u7c92\u4f53\u529f\u80fd\uff0c\u7f13\u89e3\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2** \n- \u7531\u4e8e\u7ec4\u7ec7\u7f3a\u6c27\u5bfc\u81f4\u7684\u80fd\u91cf\u4ee3\u8c22\u7d0a\u4e71\uff0c\u9700\u8981\u5feb\u901f\u4f5c\u7528\u7684\u6297\u6c27\u5316\u5242\u548c\u4ee3\u8c22\u8c03\u8282\u5242\uff0c\u652f\u6301\u7ec6\u80de\u529f\u80fd\u6062\u590d\u3002 \n- \u836f\u7269\u5e94\u5177\u5907\u826f\u597d\u7ec6\u80de\u819c\u53ca\u7ebf\u7c92\u4f53\u7a7f\u900f\u6027\uff0c\u4e14\u5b89\u5168\u8010\u53d7\uff0c\u9002\u5408\u6218\u573a\u6025\u6551\u77ed\u671f\u4f7f\u7528\u3002\n\n5. **\u8c03\u8282\u4ea4\u611f\u795e\u7ecf\u548cRAAS\u4ee3\u507f\u673a\u5236\uff0c\u4fdd\u969c\u5fc3\u810f\u529f\u80fd\u7a33\u5b9a** \n- \u4ea4\u611f\u795e\u7ecf\u6fc0\u6d3b\u867d\u77ed\u671f\u7ef4\u6301\u8840\u538b\uff0c\u4f46\u957f\u671f\u6613\u81f4\u5fc3\u8870\uff0c\u836f\u7269\u5e94\u80fd\u7ec6\u5316\u8c03\u8282\u4ea4\u611f\u795e\u7ecf\u6d3b\u52a8\uff0c\u907f\u514d\u4f4e\u8840\u538b\u548c\u5fc3\u810f\u8d1f\u62c5\u8fc7\u91cd\u3002 \n- \u9009\u62e9\u6027\u03b12\u53d7\u4f53\u6fc0\u52a8\u5242\u7b49\u4e2d\u67a2\u8c03\u8282\u5242\u5e94\u8bbe\u8ba1\u5242\u91cf\u53ef\u63a7\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u3002\n\n---\n\n**\u603b\u7ed3\u5efa\u8bae\uff1a** \n\u5728\u7b5b\u9009\u548c\u8bbe\u8ba1\u5019\u9009\u836f\u7269\u5206\u5b50\u65f6\uff0c\u9700\u4f18\u5148\u6ee1\u8db3\u6218\u573a\u6025\u6551\u5bf9\u201c\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u3001\u5b89\u5168\u8010\u53d7\u201d\u7684\u6838\u5fc3\u9700\u6c42\uff0c\u91cd\u70b9\u9776\u5411\u8840\u5bb9\u91cf\u6062\u590d\u3001\u5fae\u5faa\u73af\u6539\u5584\u3001\u708e\u75c7\u6291\u5236\u548c\u7ec6\u80de\u4fdd\u62a4\u56db\u5927\u65b9\u5411\u3002\u7ed3\u5408\u73b0\u573a\u64cd\u4f5c\u73af\u5883\uff0c\u836f\u7269\u5242\u578b\u5e94\u7b80\u4fbf\u6613\u7528\uff0c\u652f\u6301\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u65bd\u6551\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6210\u529f\u7387\u548c\u4f24\u5458\u751f\u5b58\u7387\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u75c5\u7406\u673a\u5236\u9776\u70b9\u548c\u4e34\u5e8a\u9700\u6c42\uff0c\u8bbe\u8ba1\u6f5c\u5728\u836f\u7269\u5206\u5b50\u7ed3\u6784\u53ca\u5176\u5316\u5b66\u6027\u8d28\uff0c\u5f62\u6210\u521d\u6b65\u836f\u7269\u5206\u5b50\u5e93\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u5206\u6790\u548c\u6218\u573a\u6025\u6551\u4e34\u5e8a\u9700\u6c42\uff0c\u7ed3\u5408\u5df2\u6709\u7684\u9776\u70b9\u6846\u67b6\uff0c\u73b0\u8bbe\u8ba1\u4e00\u6279\u6f5c\u5728\u836f\u7269\u5206\u5b50\u7ed3\u6784\u7c7b\u522b\u53ca\u5176\u5316\u5b66\u6027\u8d28\uff0c\u5f62\u6210\u521d\u6b65\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u3002\u91cd\u70b9\u56f4\u7ed5\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u3001\u5b89\u5168\u8010\u53d7\u56db\u5927\u6838\u5fc3\u8981\u6c42\uff0c\u517c\u987e\u5206\u5b50\u91cf\u3001\u6eb6\u89e3\u6027\u3001\u7a33\u5b9a\u6027\u548c\u9776\u70b9\u9009\u62e9\u6027\u3002\n\n---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff08\u62df\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u5242\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u4e59\u80fa\u884d\u751f\u7269\uff0c\u7c7b\u4f3c\u53bb\u7532\u80be\u4e0a\u817a\u7d20\uff0c\u4fa7\u94fe\u5f15\u5165\u7f9f\u57fa\u6216\u7532\u6c27\u57fa\u589e\u5f3a\u53d7\u4f53\u4eb2\u548c\u6027\u548c\u9009\u62e9\u6027\u3002 \n- \u4ee3\u8868\u7ed3\u6784\u7279\u5f81\uff1a\u82ef\u73af-\u4e59\u80fa\u94fe-\u4fa7\u94fe\u7f9f\u57fa\uff0c\u5206\u5b50\u91cf150-250\uff0c\u6781\u6027\u9002\u4e2d\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u7a33\u5b9a\u6027\u826f\u597d\uff0c\u6613\u5236\u5907\u76d0\u9178\u76d0\u6c34\u6eb6\u6db2\uff0c\u9002\u5408\u6ce8\u5c04\u5242\u578b\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u5f15\u5165\u7535\u5b50\u7ed9\u4f53\u6216\u53d7\u4f53\u57fa\u56e2\u8c03\u8282\u4eb2\u548c\u529b\uff0c\u51cf\u5c11\u5fc3\u7387\u52a0\u5feb\u526f\u4f5c\u7528\u3002\n\n2. **\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff08AT1\u53d7\u4f53\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u5e76\u54aa\u5511\u6216\u82ef\u5e76\u567b\u5511\u73af\u7cfb\u5c0f\u5206\u5b50\uff0c\u542b\u7fa7\u57fa\u6216\u9170\u80fa\u57fa\uff0c\u589e\u5f3a\u4e0e\u53d7\u4f53\u7ed3\u5408\u3002 \n- \u4ee3\u8868\u7ed3\u6784\u7279\u5f81\uff1a\u5206\u5b50\u91cf250-400\uff0c\u758f\u6c34\u6027\u4e0e\u4eb2\u6c34\u6027\u5e73\u8861\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u7ed9\u836f\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u4ee3\u8c22\u7a33\u5b9a\uff0c\u5177\u5907\u826f\u597d\u53e3\u670d\u751f\u7269\u5229\u7528\u5ea6\uff0c\u6613\u4f18\u5316\u4e3a\u5438\u5165\u7c89\u96fe\u5242\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u63d0\u9ad8\u53d7\u4f53\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u809d\u810f\u9996\u8fc7\u6548\u5e94\u3002\n\n3. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff08\u9ad8\u5206\u5b50\u805a\u5408\u7269\uff09** \n- \u7ed3\u6784\u7c7b\u578b\uff1a\u7f9f\u4e59\u57fa\u6dc0\u7c89\u6539\u6027\u7269\u3001\u805a\u4e59\u70ef\u9187\u805a\u5408\u7269\u3001\u7eb3\u7c73\u9897\u7c92\u8f7d\u4f53\u3002 \n- \u5206\u5b50\u91cf\u63a7\u5236\uff1a20-40 kDa\uff0c\u517c\u987e\u6e17\u900f\u538b\u548c\u8840\u6db2\u76f8\u5bb9\u6027\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u6c34\u6eb6\u6027\u597d\uff0c\u5316\u5b66\u7a33\u5b9a\uff0c\u4f4e\u514d\u75ab\u539f\u6027\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u8c03\u8282\u5206\u5b50\u91cf\u5206\u5e03\uff0c\u964d\u4f4e\u8840\u6db2\u7c98\u5ea6\uff0c\u589e\u5f3a\u50a8\u5b58\u7a33\u5b9a\u6027\u3002\n\n---\n\n## \u4e8c\u3001\u7ec4\u7ec7\u7f3a\u6c27\u4e0e\u4ee3\u8c22\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **HIF\u8c03\u8282\u56e0\u5b50\u5c0f\u5206\u5b50** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff0c\u542b\u7f9f\u57fa\u6216\u80fa\u57fa\u63d0\u5347\u7ec6\u80de\u819c\u7a7f\u900f\u3002 \n- \u5206\u5b50\u91cf\uff1a250-350\uff0c\u8102\u6eb6\u6027\u9002\u4e2d\uff0c\u6613\u7a7f\u900f\u7ec6\u80de\u819c\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u7a33\u5b9a\u6027\u4e2d\u7b49\uff0c\u6613\u5408\u6210\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u8c03\u8282HIF-1\u03b1\u7a33\u5b9a\u6027\uff0c\u5feb\u901f\u8c03\u8282\u7f3a\u6c27\u4fe1\u53f7\u3002\n\n2. **\u7ebf\u7c92\u4f53\u4fdd\u62a4\u6297\u6c27\u5316\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u915a\u7c7b\uff08\u5982\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u3002 \n- \u5206\u5b50\u91cf\uff1a200-400\uff0c\u8102\u6eb6\u6027\u5f3a\uff0c\u5229\u4e8e\u7ebf\u7c92\u4f53\u819c\u7a7f\u900f\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u6297\u6c27\u5316\u80fd\u529b\u5f3a\uff0c\u5b89\u5168\u6027\u9ad8\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u589e\u5f3a\u7ebf\u7c92\u4f53\u9776\u5411\u6027\uff0c\u51cf\u5c11\u7cfb\u7edf\u6027\u6c27\u5316\u526f\u4f5c\u7528\u3002\n\n3. **\u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u7684\u6709\u673a\u5c0f\u5206\u5b50\uff0c\u6a21\u62df\u4e73\u9178\u7ed3\u6784\uff0c\u7ade\u4e89\u6027\u7ed3\u5408LDH\u3002 \n- \u5206\u5b50\u91cf\uff1a150-300\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u9ad8\u9009\u62e9\u6027\uff0c\u4f4e\u6bd2\u6027\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u63d0\u9ad8LDH\u4e9a\u578b\u9009\u62e9\u6027\uff0c\u907f\u514d\u5f71\u54cd\u6b63\u5e38\u4ee3\u8c22\u3002\n\n---\n\n## \u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u785d\u9178\u916f\u7c7b\uff08\u5982\u785d\u9178\u7518\u6cb9\u884d\u751f\u7269\uff09\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u5206\u5b50\u91cf\uff1a150-300\uff0c\u6c34\u6eb6\u6027\u8f83\u597d\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u8bbe\u8ba1\u7f13\u91ca\u6216\u5feb\u901f\u91ca\u653e\u578b\uff0c\u9002\u5408\u5438\u5165\u6216\u76ae\u4e0b\u6ce8\u5c04\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u8c03\u63a7NO\u91ca\u653e\u901f\u7387\uff0c\u5ef6\u957f\u534a\u8870\u671f\u3002\n\n2. **\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aNSAIDs\u884d\u751f\u7269\uff08\u82ef\u5e76\u54aa\u5511\u3001\u5421\u5576\u7c7b\uff09\uff0c\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\u3002 \n- \u5206\u5b50\u91cf\uff1a200-350\uff0c\u6c34\u6eb6\u6027\u9002\u4e2d\uff0c\u6613\u53e3\u670d\u6216\u6ce8\u5c04\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5b89\u5168\u6027\u9ad8\uff0c\u5feb\u901f\u8d77\u6548\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u51cf\u5c11\u80c3\u80a0\u9053\u526f\u4f5c\u7528\uff0c\u589e\u5f3a\u5185\u76ae\u4fdd\u62a4\u3002\n\n3. **\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u5206\u5b50\u91cf\uff1a250-400\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u4f4e\u51fa\u8840\u98ce\u9669\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u63d0\u9ad8\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u8840\u5c0f\u677f\u529f\u80fd\u8fc7\u5ea6\u6291\u5236\u3002\n\n---\n\n## \u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **TNF-\u03b1\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\uff0c\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u5206\u5b50\u91cf\uff1a300-500\uff0c\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u578b\u5747\u53ef\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u4e2d\u7b49\u6781\u6027\uff0c\u6613\u7ec6\u80de\u7a7f\u900f\uff0c\u5feb\u901f\u6291\u5236\u708e\u75c7\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u63d0\u9ad8\u9776\u5411\u6027\uff0c\u51cf\u5c11\u514d\u75ab\u6291\u5236\u98ce\u9669\u3002\n\n2. **IL-6\u53d7\u4f53\u62ee\u6297\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u591a\u6837\u5c0f\u5206\u5b50\uff0c\u542b\u80fa\u57fa\u548c\u82b3\u9999\u73af\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u3002 \n- \u5206\u5b50\u91cf\uff1a250-400\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u7a33\u5b9a\u6027\u597d\uff0c\u5feb\u901f\u8d77\u6548\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u589e\u5f3a\u53d7\u4f53\u7ed3\u5408\u529b\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\u3002\n\n3. **\u514d\u75ab\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n- \u5206\u5b50\u91cf\uff1a200-400\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5b89\u5168\u6027\u9ad8\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u7cbe\u51c6\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u3002\n\n---\n\n## \u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\uff0c\u542b\u6781\u6027\u57fa\u56e2\u63d0\u5347\u4e2d\u67a2\u7a7f\u900f\u3002 \n- \u5206\u5b50\u91cf\uff1a200-300\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u7a33\u5b9a\uff0c\u5242\u91cf\u53ef\u63a7\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u3002\n\n2. **RAAS\u7cfb\u7edf\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002 \n- \u5206\u5b50\u91cf\uff1a250-400\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u4ee3\u8c22\u7a33\u5b9a\uff0c\u9002\u5408\u53e3\u670d\u3002 \n- \u8bbe\u8ba1\u4f18\u5316\u65b9\u5411\uff1a\u7ec6\u5316\u8c03\u8282\u8840\u538b\uff0c\u964d\u4f4e\u526f\u4f5c\u7528\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u521d\u6b65\u836f\u7269\u5206\u5b50\u5e93\u6db5\u76d6\u4e86\u5931\u8840\u6027\u4f11\u514b\u5173\u952e\u75c5\u7406\u9776\u70b9\u7684\u591a\u6837\u5316\u5316\u5b66\u9aa8\u67b6\uff0c\u517c\u987e\u4e86\u6218\u573a\u6025\u6551\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u548c\u5b89\u5168\u8010\u53d7\u8981\u6c42\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u7ed3\u5408\u8ba1\u7b97\u673a\u8f85\u52a9\u836f\u7269\u8bbe\u8ba1\uff08CADD\uff09\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u548c\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u4f18\u5148\u7b5b\u9009\u5177\u5907\u9ad8\u4eb2\u548c\u529b\u3001\u826f\u597d\u836f\u4ee3\u52a8\u529b\u5b66\u53ca\u5b89\u5168\u6027\u7684\u5019\u9009\u5206\u5b50\uff0c\u63a8\u52a8\u5feb\u901f\u6709\u6548\u7684\u6218\u573a\u7528\u836f\u7814\u53d1\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u4ee3\u8868\u6027\u5206\u5b50\u7ed3\u6784\u5f0f\u548c\u5408\u6210\u8def\u7ebf\u5efa\u8bae\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u5206\u5b50\u7684\u75c5\u7406\u76f8\u5173\u6027\u53ca\u7406\u8bba\u6709\u6548\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u5019\u9009\u5206\u5b50\u5e93\u603b\u4f53\u4e0a\u4e0e\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u9ad8\u5ea6\u5951\u5408\uff0c\u7406\u8bba\u6709\u6548\u6027\u5f3a\uff0c\u5177\u4f53\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u9776\u70b9\u5bf9\u5e94\u7cbe\u51c6\u4e14\u591a\u6837**\uff1a\u6db5\u76d6\u4e86\u03b11\u53d7\u4f53\u6fc0\u52a8\u5242\u3001RAAS\u8c03\u8282\u5242\u3001HIF\u8c03\u8282\u56e0\u5b50\u3001\u6297\u6c27\u5316\u5242\u3001\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u53ca\u6297\u708e\u836f\u7b49\u5173\u952e\u9776\u70b9\uff0c\u7b26\u5408\u75c5\u7406\u673a\u5236\u4e2d\u8840\u5bb9\u91cf\u8c03\u8282\u3001\u5fae\u5faa\u73af\u6539\u5584\u3001\u7ec6\u80de\u4fdd\u62a4\u548c\u708e\u75c7\u6291\u5236\u56db\u5927\u6838\u5fc3\u65b9\u5411\uff0c\u5177\u5907\u8f83\u9ad8\u7684\u7406\u8bba\u6cbb\u7597\u6f5c\u529b\u3002\n\n2. **\u5206\u5b50\u8bbe\u8ba1\u517c\u987e\u6218\u573a\u9700\u6c42**\uff1a\u5206\u5b50\u91cf\u3001\u6eb6\u89e3\u6027\u548c\u7a33\u5b9a\u6027\u8bbe\u8ba1\u5408\u7406\uff0c\u7279\u522b\u6ce8\u91cd\u5feb\u901f\u8d77\u6548\u548c\u4fbf\u643a\u7ed9\u836f\uff0c\u7b26\u5408\u73b0\u573a\u6025\u6551\u5bf9\u836f\u7269\u5242\u578b\u548c\u5b89\u5168\u6027\u7684\u4e25\u683c\u8981\u6c42\uff0c\u6709\u52a9\u4e8e\u8f6c\u5316\u4e3a\u5b9e\u7528\u836f\u7269\u3002\n\n\u5efa\u8bae\u540e\u7eed\u7ed3\u5408\u4f53\u5916\u9a8c\u8bc1\u91cd\u70b9\u5173\u6ce8\u5206\u5b50\u5bf9\u9776\u70b9\u7684\u9009\u62e9\u6027\u548c\u526f\u4f5c\u7528\u98ce\u9669\uff0c\u786e\u4fdd\u4e34\u5e8a\u5b89\u5168\u6027\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u4ece\u6218\u573a\u5b9e\u7528\u6027\u89d2\u5ea6\uff0c\u53cd\u9988\u836f\u7269\u8bbe\u8ba1\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e34\u5e8a\u5e94\u7528\u969c\u788d\u6216\u4e0d\u8db3\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u7ed3\u5408\u6218\u573a\u6025\u6551\u5b9e\u9645\uff0c\u6211\u8ba4\u4e3a\u836f\u7269\u8bbe\u8ba1\u4e2d\u9700\u6ce8\u610f\u4ee5\u4e0b\u4e24\u70b9\u6f5c\u5728\u969c\u788d\uff1a\n\n1. **\u5242\u578b\u548c\u7ed9\u836f\u4fbf\u6377\u6027\u4ecd\u9700\u5f3a\u5316**\uff1a\u867d\u7136\u8bbe\u8ba1\u8003\u8651\u4e86\u6ce8\u5c04\u5242\u548c\u5438\u5165\u5242\u578b\uff0c\u4f46\u6218\u573a\u73af\u5883\u590d\u6742\uff0c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u9891\u7e41\uff0c\u5efa\u8bae\u8fdb\u4e00\u6b65\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\uff08\u5982\u9884\u88c5\u6ce8\u5c04\u5668\u3001\u5e72\u7c89\u5438\u5165\u5668\uff09\uff0c\u786e\u4fdd\u5feb\u901f\u3001\u5b89\u5168\u4f7f\u7528\u3002\n\n2. **\u5feb\u901f\u8d77\u6548\u4e0e\u5b89\u5168\u6027\u7684\u5e73\u8861\u6311\u6218**\uff1a\u90e8\u5206\u5019\u9009\u5206\u5b50\u5982\u03b11\u53d7\u4f53\u6fc0\u52a8\u5242\u53ef\u80fd\u5f15\u8d77\u5fc3\u7387\u8fc7\u5feb\u6216\u8840\u538b\u6ce2\u52a8\uff0c\u9700\u5728\u5206\u5b50\u8bbe\u8ba1\u548c\u5242\u91cf\u63a7\u5236\u4e0a\u7cbe\u7ec6\u8c03\u8282\uff0c\u907f\u514d\u6025\u6551\u4e2d\u56e0\u526f\u4f5c\u7528\u5bfc\u81f4\u4e8c\u6b21\u4f24\u5bb3\u3002\n\n\u8fd9\u4e9b\u95ee\u9898\u82e5\u80fd\u4f18\u5316\uff0c\u5c06\u66f4\u7b26\u5408\u6218\u573a\u6551\u6cbb\u7684\u5b9e\u9645\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u836f\u7269\u5206\u5b50\u8bbe\u8ba1\uff0c\u8c03\u6574\u836f\u7269\u5e93\u7ec4\u6210\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u5242\u578b\u4fbf\u6377\u6027\u8bbe\u8ba1\u548c\u5feb\u901f\u8d77\u6548\u4e0e\u5b89\u5168\u6027\u7684\u5e73\u8861\uff0c\u7ec6\u5316\u5206\u5b50\u8bbe\u8ba1\u4ee5\u51cf\u5c11\u526f\u4f5c\u7528\u98ce\u9669\uff0c\u5e76\u63d0\u51fa\u4e86\u5177\u4f53\u7684\u7ed9\u836f\u88c5\u7f6e\u5efa\u8bae\uff0c\u8fdb\u4e00\u6b65\u8d34\u5408\u6218\u573a\u6025\u6551\u7684\u5b9e\u9645\u9700\u6c42\u548c\u64cd\u4f5c\u73af\u5883\u3002\n\n## Improved version of \u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\n\n---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\uff08\u4f18\u5316\u7248\uff09\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff08\u62df\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u5242\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u4e59\u80fa\u884d\u751f\u7269\uff0c\u4fa7\u94fe\u5f15\u5165\u7f9f\u57fa\u6216\u7532\u6c27\u57fa\u589e\u5f3a\u53d7\u4f53\u4eb2\u548c\u6027\u548c\u9009\u62e9\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u5f15\u5165\u7535\u5b50\u7ed9\u4f53\u57fa\u56e2\u8c03\u8282\u53d7\u4f53\u4eb2\u548c\u529b\uff0c\u5f31\u5316\u5bf9\u03b2\u53d7\u4f53\u7684\u6d3b\u6027\uff0c\u964d\u4f4e\u5fc3\u7387\u52a0\u5feb\u548c\u5fc3\u5f8b\u5931\u5e38\u98ce\u9669\u3002 \n - \u8bbe\u8ba1\u5206\u5b50\u534a\u8870\u671f\u9002\u4e2d\uff0c\u907f\u514d\u8840\u538b\u5267\u70c8\u6ce2\u52a8\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-250\uff0c\u6c34\u6eb6\u6027\u826f\u597d\uff0c\u6613\u5236\u5907\u4e3a\u76d0\u9178\u76d0\u6ce8\u5c04\u5242\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u9884\u88c5\u578b\u6ce8\u5c04\u7b14\u6216\u9884\u5145\u5f0f\u6ce8\u5c04\u5668\uff0c\u7b80\u5316\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002 \n - \u8bbe\u8ba1\u5feb\u901f\u8d77\u6548\u4e14\u5242\u91cf\u53ef\u63a7\uff0c\u4fbf\u4e8e\u73b0\u573a\u7d27\u6025\u4f7f\u7528\u3002\n\n2. **\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff08AT1\u53d7\u4f53\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u5e76\u54aa\u5511\u6216\u82ef\u5e76\u567b\u5511\u73af\u7cfb\u5c0f\u5206\u5b50\uff0c\u542b\u7fa7\u57fa\u6216\u9170\u80fa\u57fa\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u63d0\u5347\u53d7\u4f53\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u809d\u810f\u9996\u8fc7\u6548\u5e94\u3002 \n - \u4f18\u5316\u5206\u5b50\u7ed3\u6784\u4ee5\u964d\u4f4e\u6f5c\u5728\u4f4e\u8840\u538b\u98ce\u9669\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-400\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u7ed9\u836f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u5e72\u7c89\u5438\u5165\u5668\u8bbe\u8ba1\uff0c\u63d0\u9ad8\u6218\u573a\u4fbf\u643a\u6027\u548c\u7ed9\u836f\u7b80\u4fbf\u6027\u3002 \n - \u53e3\u670d\u901f\u91ca\u7247\u5242\uff0c\u9002\u5408\u540e\u7eed\u7a33\u5b9a\u6cbb\u7597\u3002\n\n3. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff08\u9ad8\u5206\u5b50\u805a\u5408\u7269\uff09** \n- \u7ed3\u6784\u7c7b\u578b\uff1a\u7f9f\u4e59\u57fa\u6dc0\u7c89\u6539\u6027\u7269\u3001\u805a\u4e59\u70ef\u9187\u805a\u5408\u7269\u3001\u7eb3\u7c73\u9897\u7c92\u8f7d\u4f53\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u5206\u5b50\u91cf\u63a7\u5236\u572820-40 kDa\uff0c\u8c03\u8282\u5206\u5b50\u91cf\u5206\u5e03\u4ee5\u964d\u4f4e\u8840\u6db2\u7c98\u5ea6\u3002 \n - \u589e\u5f3a\u50a8\u5b58\u7a33\u5b9a\u6027\uff0c\u8010\u9ad8\u6e29\u548c\u957f\u65f6\u95f4\u4fdd\u5b58\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u9884\u88c5\u888b\u5f0f\u5feb\u901f\u8f93\u6ce8\u88c5\u7f6e\uff0c\u4fbf\u4e8e\u6218\u573a\u5feb\u901f\u8865\u6db2\u3002 \n - \u8bbe\u8ba1\u65e0\u83cc\u3001\u6613\u64cd\u4f5c\u5305\u88c5\uff0c\u652f\u6301\u975e\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528\u3002\n\n---\n\n## \u4e8c\u3001\u7ec4\u7ec7\u7f3a\u6c27\u4e0e\u4ee3\u8c22\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\uff08\u4f18\u5316\u7248\uff09\n\n1. **HIF\u8c03\u8282\u56e0\u5b50\u5c0f\u5206\u5b50** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u589e\u5f3a\u7ec6\u80de\u819c\u7a7f\u900f\u6027\uff0c\u7f29\u77ed\u8d77\u6548\u65f6\u95f4\u3002 \n - \u8c03\u8282HIF-1\u03b1\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u5bfc\u81f4\u7ec6\u80de\u529f\u80fd\u7d0a\u4e71\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-350\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u901f\u91ca\u7247\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u73b0\u573a\u548c\u540e\u7eed\u6cbb\u7597\u3002\n\n2. **\u7ebf\u7c92\u4f53\u4fdd\u62a4\u6297\u6c27\u5316\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u915a\u7c7b\uff08\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u589e\u5f3a\u7ebf\u7c92\u4f53\u9776\u5411\u6027\uff0c\u51cf\u5c11\u7cfb\u7edf\u6027\u6c27\u5316\u526f\u4f5c\u7528\u3002 \n - \u63a7\u5236\u8102\u6eb6\u6027\uff0c\u517c\u987e\u7ec6\u80de\u819c\u7a7f\u900f\u548c\u4f53\u5185\u5206\u5e03\u5747\u8861\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u80f6\u56ca\u6216\u6ce8\u5c04\u5242\uff0c\u65b9\u4fbf\u6218\u573a\u53ca\u540e\u7eed\u4f7f\u7528\u3002\n\n3. **\u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u6709\u673a\u5c0f\u5206\u5b50\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u63d0\u9ad8LDH\u4e9a\u578b\u9009\u62e9\u6027\uff0c\u907f\u514d\u5f71\u54cd\u6b63\u5e38\u4ee3\u8c22\u3002 \n - \u5206\u5b50\u91cf150-300\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u6216\u6ce8\u5c04\u5242\u578b\uff0c\u4fbf\u4e8e\u5feb\u901f\u8c03\u8282\u4ee3\u8c22\u3002\n\n---\n\n## \u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\uff08\u4f18\u5316\u7248\uff09\n\n1. **\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u785d\u9178\u916f\u7c7b\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u8bbe\u8ba1\u7f13\u91ca\u578b\u4e0e\u5feb\u901f\u91ca\u653e\u578b\u5206\u5b50\u7ec4\u5408\uff0c\u5e73\u8861\u957f\u6548\u4e0e\u5373\u65f6\u6269\u8840\u7ba1\u6548\u679c\u3002 \n - \u63a7\u5236NO\u91ca\u653e\u901f\u7387\uff0c\u907f\u514d\u4f4e\u8840\u538b\u548c\u53cd\u5c04\u6027\u5fc3\u52a8\u8fc7\u901f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u5e72\u7c89\u5438\u5165\u5668\u8bbe\u8ba1\uff0c\u65b9\u4fbf\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u65bd\u7528\u3002 \n - \u76ae\u4e0b\u6ce8\u5c04\u9884\u88c5\u6ce8\u5c04\u5668\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\u3002\n\n2. **\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aNSAIDs\u884d\u751f\u7269\uff08\u82ef\u5e76\u54aa\u5511\u3001\u5421\u5576\u7c7b\uff09\u3001\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u964d\u4f4e\u80c3\u80a0\u9053\u548c\u7cfb\u7edf\u6027\u526f\u4f5c\u7528\u3002 \n - \u5f3a\u5316\u5185\u76ae\u4fdd\u62a4\u4f5c\u7528\uff0c\u5feb\u901f\u6291\u5236\u708e\u75c7\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u901f\u91ca\u7247\u5242\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u77ed\u671f\u5b89\u5168\u4f7f\u7528\u3002\n\n3. **\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u63d0\u9ad8\u9009\u62e9\u6027\uff0c\u964d\u4f4e\u51fa\u8840\u98ce\u9669\u3002 \n - \u9002\u5408\u77ed\u671f\u4f7f\u7528\uff0c\u907f\u514d\u957f\u671f\u6297\u51dd\u98ce\u9669\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u7b80\u4fbf\u7ed9\u836f\u3002\n\n---\n\n## \u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\uff08\u4f18\u5316\u7248\uff09\n\n1. **TNF-\u03b1\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u63d0\u9ad8\u9776\u5411\u6027\uff0c\u51cf\u5c11\u514d\u75ab\u6291\u5236\u98ce\u9669\u3002 \n - \u5206\u5b50\u91cf\u63a7\u5236\u5728300-500\uff0c\u9002\u5408\u5feb\u901f\u7ec6\u80de\u7a7f\u900f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u5feb\u901f\u8d77\u6548\u3002\n\n2. **IL-6\u53d7\u4f53\u62ee\u6297\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u80fa\u57fa\u548c\u82b3\u9999\u73af\u591a\u6837\u5c0f\u5206\u5b50\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u589e\u5f3a\u53d7\u4f53\u7ed3\u5408\u529b\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\u3002 \n - \u8bbe\u8ba1\u5438\u5165\u5242\u578b\uff0c\u65b9\u4fbf\u6218\u573a\u5feb\u901f\u7ed9\u836f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u5e72\u7c89\u5438\u5165\u5668\u6216\u53e3\u670d\u5242\u578b\u3002\n\n3. **\u514d\u75ab\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u7cbe\u51c6\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u3002 \n - \u4f4e\u6bd2\u6027\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u6216\u6ce8\u5c04\u5242\u3002\n\n---\n\n## \u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\uff08\u4f18\u5316\u7248\uff09\n\n1. **\u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\uff0c\u542b\u6781\u6027\u57fa\u56e2\u63d0\u5347\u4e2d\u67a2\u7a7f\u900f\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u5242\u91cf\u53ef\u63a7\uff0c\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\u3002 \n - \u8bbe\u8ba1\u5206\u5b50\u7a33\u5b9a\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u9884\u88c5\u6ce8\u5c04\u5668\u6216\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n2. **RAAS\u7cfb\u7edf\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a \n - \u7ec6\u5316\u8840\u538b\u8c03\u8282\uff0c\u964d\u4f4e\u526f\u4f5c\u7528\u3002 \n - \u4f18\u5316\u4ee3\u8c22\u7a33\u5b9a\u6027\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a \n - \u53e3\u670d\u901f\u91ca\u7247\u3002\n\n---\n\n## \u603b\u7ed3\u4e0e\u4e0b\u4e00\u6b65\u5efa\u8bae\n\n- \u672c\u4f18\u5316\u7248\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u5728\u539f\u6709\u57fa\u7840\u4e0a\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u7ed9\u836f\u4fbf\u6377\u6027\u8bbe\u8ba1\uff08\u9884\u88c5\u6ce8\u5c04\u5668\u3001\u5e72\u7c89\u5438\u5165\u5668\u3001\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\uff09\uff0c\u6ee1\u8db3\u6218\u573a\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u3001\u5b89\u5168\u64cd\u4f5c\u9700\u6c42\u3002 \n- \u5206\u5b50\u8bbe\u8ba1\u66f4\u6ce8\u91cd\u5feb\u901f\u8d77\u6548\u4e0e\u5b89\u5168\u6027\u5e73\u8861\uff0c\u5c24\u5176\u662f\u03b11\u53d7\u4f53\u6fc0\u52a8\u5242\u548cNO\u4f9b\u4f53\u7c7b\uff0c\u51cf\u5c11\u5fc3\u7387\u52a0\u5feb\u548c\u4f4e\u8840\u538b\u98ce\u9669\u3002 \n- \u4e0b\u4e00\u6b65\u5efa\u8bae\u7ed3\u5408\u8ba1\u7b97\u673a\u8f85\u52a9\u836f\u7269\u8bbe\u8ba1\uff08CADD\uff09\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u53ca\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u91cd\u70b9\u7b5b\u9009\u5177\u5907\u9ad8\u9776\u5411\u6027\u3001\u826f\u597d\u836f\u4ee3\u52a8\u529b\u5b66\u53ca\u5b89\u5168\u6027\u7684\u5206\u5b50\u3002 \n- \u540c\u65f6\u5f00\u53d1\u914d\u5957\u7ed9\u836f\u88c5\u7f6e\uff0c\u63d0\u5347\u6218\u573a\u5e94\u7528\u7684\u6574\u4f53\u6548\u7387\u548c\u5b89\u5168\u6027\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u4ee3\u8868\u6027\u5206\u5b50\u7ed3\u6784\u5f0f\u3001\u5408\u6210\u8def\u7ebf\u53ca\u7ed9\u836f\u88c5\u7f6e\u8bbe\u8ba1\u65b9\u6848\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u4f18\u5316\u540e\u7684\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\uff0c\u671f\u5f85\u7ee7\u7eed\u4e0e\u56e2\u961f\u534f\u4f5c\u63a8\u8fdb\u5feb\u901f\u6709\u6548\u7684\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269\u7814\u53d1\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u7684\u6700\u7ec8\u8bbe\u8ba1\u548c\u63d0\u4ea4\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u5404\u4f4d\u540c\u4e8b\uff0c\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u7cbe\u51c6\u9776\u70b9\u5206\u6790\u3001\u6218\u573a\u519b\u533b\u7684\u4e34\u5e8a\u6025\u6551\u9700\u6c42\u53cd\u9988\uff0c\u4ee5\u53ca\u6211\u5bf9\u5206\u5b50\u8bbe\u8ba1\u7684\u4f18\u5316\u8c03\u6574\uff0c\u73b0\u5c06\u6700\u7ec8\u7248\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u65b9\u6848\u6574\u5408\u5982\u4e0b\u3002\u8be5\u65b9\u6848\u5145\u5206\u517c\u987e\u4e86\u5931\u8840\u6027\u4f11\u514b\u7684\u5173\u952e\u75c5\u7406\u673a\u5236\u3001\u6218\u573a\u73af\u5883\u4e0b\u7684\u5feb\u901f\u8d77\u6548\u548c\u7ed9\u836f\u4fbf\u6377\u6027\uff0c\u4ee5\u53ca\u836f\u7269\u7684\u5b89\u5168\u8010\u53d7\u6027\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u9002\u5408\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u7684\u5242\u578b\u8bbe\u8ba1\u548c\u526f\u4f5c\u7528\u98ce\u9669\u63a7\u5236\uff0c\u786e\u4fdd\u836f\u7269\u5728\u6218\u573a\u6025\u6551\u4e2d\u80fd\u9ad8\u6548\u3001\u5b89\u5168\u5730\u53d1\u6325\u4f5c\u7528\u3002\n\n\u4e0b\u4e00\u6b65\u5efa\u8bae\u7ed3\u5408\u8ba1\u7b97\u673a\u8f85\u52a9\u836f\u7269\u8bbe\u8ba1\uff08CADD\uff09\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u548c\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u4f18\u5148\u7b5b\u9009\u9ad8\u4eb2\u548c\u529b\u3001\u826f\u597d\u836f\u4ee3\u52a8\u529b\u5b66\u548c\u5b89\u5168\u6027\u7684\u5019\u9009\u5206\u5b50\uff0c\u5e76\u540c\u6b65\u63a8\u8fdb\u914d\u5957\u7ed9\u836f\u88c5\u7f6e\u7684\u5f00\u53d1\uff0c\u63d0\u5347\u6574\u4f53\u6551\u6cbb\u6548\u7387\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\uff1a\n\n```\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\n---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff08\u62df\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u5242\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u4e59\u80fa\u884d\u751f\u7269\uff0c\u4fa7\u94fe\u5f15\u5165\u7f9f\u57fa\u6216\u7532\u6c27\u57fa\u589e\u5f3a\u53d7\u4f53\u4eb2\u548c\u6027\u548c\u9009\u62e9\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5f15\u5165\u7535\u5b50\u7ed9\u4f53\u57fa\u56e2\u8c03\u8282\u4eb2\u548c\u529b\uff0c\u5f31\u5316\u03b2\u53d7\u4f53\u6d3b\u6027\uff0c\u964d\u4f4e\u5fc3\u7387\u52a0\u5feb\u548c\u5fc3\u5f8b\u5931\u5e38\u98ce\u9669\uff1b\u5206\u5b50\u534a\u8870\u671f\u9002\u4e2d\uff0c\u907f\u514d\u8840\u538b\u5267\u70c8\u6ce2\u52a8\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-250\uff0c\u6c34\u6eb6\u6027\u826f\u597d\uff0c\u6613\u5236\u5907\u76d0\u9178\u76d0\u6ce8\u5c04\u5242\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u7b14\u6216\u9884\u5145\u5f0f\u6ce8\u5c04\u5668\uff0c\u5feb\u901f\u8d77\u6548\u4e14\u5242\u91cf\u53ef\u63a7\uff0c\u7b80\u5316\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002\n\n2. **\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff08AT1\u53d7\u4f53\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u5e76\u54aa\u5511\u6216\u82ef\u5e76\u567b\u5511\u73af\u7cfb\u5c0f\u5206\u5b50\uff0c\u542b\u7fa7\u57fa\u6216\u9170\u80fa\u57fa\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u5347\u53d7\u4f53\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u809d\u810f\u9996\u8fc7\u6548\u5e94\uff0c\u964d\u4f4e\u6f5c\u5728\u4f4e\u8840\u538b\u98ce\u9669\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-400\uff0c\u758f\u6c34\u4e0e\u4eb2\u6c34\u5e73\u8861\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u7ed9\u836f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u53e3\u670d\u901f\u91ca\u7247\u5242\uff0c\u4fbf\u4e8e\u6218\u573a\u4fbf\u643a\u548c\u540e\u7eed\u6cbb\u7597\u3002\n\n3. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff08\u9ad8\u5206\u5b50\u805a\u5408\u7269\uff09** \n- \u7ed3\u6784\u7c7b\u578b\uff1a\u7f9f\u4e59\u57fa\u6dc0\u7c89\u6539\u6027\u7269\u3001\u805a\u4e59\u70ef\u9187\u805a\u5408\u7269\u3001\u7eb3\u7c73\u9897\u7c92\u8f7d\u4f53\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5206\u5b50\u91cf20-40 kDa\uff0c\u8c03\u8282\u5206\u5e03\u964d\u4f4e\u8840\u6db2\u7c98\u5ea6\uff0c\u589e\u5f3a\u50a8\u5b58\u7a33\u5b9a\u6027\uff0c\u8010\u9ad8\u6e29\u957f\u65f6\u95f4\u4fdd\u5b58\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u888b\u5f0f\u5feb\u901f\u8f93\u6ce8\u88c5\u7f6e\uff0c\u65e0\u83cc\u6613\u64cd\u4f5c\u5305\u88c5\uff0c\u652f\u6301\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u8865\u6db2\u3002\n\n---\n\n## \u4e8c\u3001\u7ec4\u7ec7\u7f3a\u6c27\u4e0e\u4ee3\u8c22\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **HIF\u8c03\u8282\u56e0\u5b50\u5c0f\u5206\u5b50** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff0c\u542b\u7f9f\u57fa\u6216\u80fa\u57fa\u63d0\u5347\u7ec6\u80de\u819c\u7a7f\u900f\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7a7f\u900f\u6027\uff0c\u7f29\u77ed\u8d77\u6548\u65f6\u95f4\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-350\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u73b0\u573a\u53ca\u540e\u7eed\u6cbb\u7597\u3002\n\n2. **\u7ebf\u7c92\u4f53\u4fdd\u62a4\u6297\u6c27\u5316\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u915a\u7c7b\uff08\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7ebf\u7c92\u4f53\u9776\u5411\u6027\uff0c\u51cf\u5c11\u7cfb\u7edf\u6027\u526f\u4f5c\u7528\uff0c\u63a7\u5236\u8102\u6eb6\u6027\u5e73\u8861\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u80f6\u56ca\u6216\u6ce8\u5c04\u5242\uff0c\u9002\u5408\u6218\u573a\u53ca\u540e\u7eed\u4f7f\u7528\u3002\n\n3. **\u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u7684\u6709\u673a\u5c0f\u5206\u5b50\uff0c\u6a21\u62df\u4e73\u9178\u7ed3\u6784\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8LDH\u4e9a\u578b\u9009\u62e9\u6027\uff0c\u907f\u514d\u6b63\u5e38\u4ee3\u8c22\u5e72\u6270\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-300\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u578b\uff0c\u4fbf\u4e8e\u5feb\u901f\u8c03\u8282\u4ee3\u8c22\u3002\n\n---\n\n## \u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u785d\u9178\u916f\u7c7b\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7f13\u91ca\u4e0e\u5feb\u901f\u91ca\u653e\u5206\u5b50\u7ec4\u5408\uff0c\u5e73\u8861\u957f\u6548\u4e0e\u5373\u65f6\u6269\u8840\u7ba1\u6548\u679c\uff0c\u63a7\u5236NO\u91ca\u653e\u901f\u7387\uff0c\u907f\u514d\u4f4e\u8840\u538b\u53ca\u5fc3\u52a8\u8fc7\u901f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u76ae\u4e0b\u6ce8\u5c04\u9884\u88c5\u6ce8\u5c04\u5668\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\uff0c\u65b9\u4fbf\u975e\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528\u3002\n\n2. **\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aNSAIDs\u884d\u751f\u7269\uff08\u82ef\u5e76\u54aa\u5511\u3001\u5421\u5576\u7c7b\uff09\u3001\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u964d\u4f4e\u80c3\u80a0\u9053\u53ca\u7cfb\u7edf\u526f\u4f5c\u7528\uff0c\u5f3a\u5316\u5185\u76ae\u4fdd\u62a4\uff0c\u5feb\u901f\u6291\u5236\u708e\u75c7\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u5242\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u77ed\u671f\u5b89\u5168\u4f7f\u7528\u3002\n\n3. **\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9009\u62e9\u6027\uff0c\u964d\u4f4e\u51fa\u8840\u98ce\u9669\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u7b80\u4fbf\u7ed9\u836f\u3002\n\n---\n\n## \u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **TNF-\u03b1\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9776\u5411\u6027\uff0c\u51cf\u5c11\u514d\u75ab\u6291\u5236\u98ce\u9669\uff0c\u5206\u5b50\u91cf300-500\uff0c\u5feb\u901f\u7ec6\u80de\u7a7f\u900f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u5feb\u901f\u8d77\u6548\u3002\n\n2. **IL-6\u53d7\u4f53\u62ee\u6297\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u80fa\u57fa\u548c\u82b3\u9999\u73af\u591a\u6837\u5c0f\u5206\u5b50\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u53d7\u4f53\u7ed3\u5408\u529b\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\uff0c\u8bbe\u8ba1\u5438\u5165\u5242\u578b\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u6216\u53e3\u670d\u5242\u578b\uff0c\u4fbf\u643a\u5feb\u901f\u7ed9\u836f\u3002\n\n3. **\u514d\u75ab\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7cbe\u51c6\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\uff0c\u4f4e\u6bd2\u6027\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u3002\n\n---\n\n## \u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\uff0c\u542b\u6781\u6027\u57fa\u56e2\u63d0\u5347\u4e2d\u67a2\u7a7f\u900f\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5242\u91cf\u53ef\u63a7\uff0c\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\uff0c\u5206\u5b50\u7a33\u5b9a\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u5668\u6216\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n2. **RAAS\u7cfb\u7edf\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7ec6\u5316\u8840\u538b\u8c03\u8282\uff0c\u964d\u4f4e\u526f\u4f5c\u7528\uff0c\u4f18\u5316\u4ee3\u8c22\u7a33\u5b9a\u6027\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\u8986\u76d6\u5931\u8840\u6027\u4f11\u514b\u5173\u952e\u75c5\u7406\u673a\u5236\uff0c\u517c\u987e\u6218\u573a\u6025\u6551\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u548c\u5b89\u5168\u8010\u53d7\u6027\u8981\u6c42\u3002\u901a\u8fc7\u4f18\u5316\u5206\u5b50\u7ed3\u6784\u548c\u5242\u578b\u8bbe\u8ba1\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u9884\u88c5\u6ce8\u5c04\u5668\u3001\u5e72\u7c89\u5438\u5165\u5668\u3001\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7b49\u4fbf\u6377\u7ed9\u836f\u65b9\u5f0f\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u4e5f\u80fd\u5feb\u901f\u3001\u5b89\u5168\u65bd\u836f\u3002\u4e0b\u4e00\u6b65\u5c06\u7ed3\u5408CADD\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u53ca\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u7b5b\u9009\u9ad8\u6548\u5b89\u5168\u5206\u5b50\uff0c\u5e76\u540c\u6b65\u63a8\u8fdb\u914d\u5957\u7ed9\u836f\u88c5\u7f6e\u7814\u53d1\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6574\u4f53\u6548\u679c\u3002\n\n---\n```\n\n\u6b64\u65b9\u6848\u5df2\u5145\u5206\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u671f\u5f85\u56e2\u961f\u540e\u7eed\u534f\u540c\u63a8\u8fdb\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u4ee3\u8868\u6027\u5206\u5b50\u7ed3\u6784\u5f0f\u3001\u5408\u6210\u8def\u7ebf\u53ca\u7ed9\u836f\u88c5\u7f6e\u8bbe\u8ba1\u65b9\u6848\u652f\u6301\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93", + "content": "---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff08\u62df\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u5242\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u4e59\u80fa\u884d\u751f\u7269\uff0c\u4fa7\u94fe\u5f15\u5165\u7f9f\u57fa\u6216\u7532\u6c27\u57fa\u589e\u5f3a\u53d7\u4f53\u4eb2\u548c\u6027\u548c\u9009\u62e9\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5f15\u5165\u7535\u5b50\u7ed9\u4f53\u57fa\u56e2\u8c03\u8282\u4eb2\u548c\u529b\uff0c\u5f31\u5316\u03b2\u53d7\u4f53\u6d3b\u6027\uff0c\u964d\u4f4e\u5fc3\u7387\u52a0\u5feb\u548c\u5fc3\u5f8b\u5931\u5e38\u98ce\u9669\uff1b\u5206\u5b50\u534a\u8870\u671f\u9002\u4e2d\uff0c\u907f\u514d\u8840\u538b\u5267\u70c8\u6ce2\u52a8\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-250\uff0c\u6c34\u6eb6\u6027\u826f\u597d\uff0c\u6613\u5236\u5907\u76d0\u9178\u76d0\u6ce8\u5c04\u5242\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u7b14\u6216\u9884\u5145\u5f0f\u6ce8\u5c04\u5668\uff0c\u5feb\u901f\u8d77\u6548\u4e14\u5242\u91cf\u53ef\u63a7\uff0c\u7b80\u5316\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002\n\n2. **\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff08AT1\u53d7\u4f53\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u5e76\u54aa\u5511\u6216\u82ef\u5e76\u567b\u5511\u73af\u7cfb\u5c0f\u5206\u5b50\uff0c\u542b\u7fa7\u57fa\u6216\u9170\u80fa\u57fa\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u5347\u53d7\u4f53\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u809d\u810f\u9996\u8fc7\u6548\u5e94\uff0c\u964d\u4f4e\u6f5c\u5728\u4f4e\u8840\u538b\u98ce\u9669\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-400\uff0c\u758f\u6c34\u4e0e\u4eb2\u6c34\u5e73\u8861\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u7ed9\u836f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u53e3\u670d\u901f\u91ca\u7247\u5242\uff0c\u4fbf\u4e8e\u6218\u573a\u4fbf\u643a\u548c\u540e\u7eed\u6cbb\u7597\u3002\n\n3. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff08\u9ad8\u5206\u5b50\u805a\u5408\u7269\uff09** \n- \u7ed3\u6784\u7c7b\u578b\uff1a\u7f9f\u4e59\u57fa\u6dc0\u7c89\u6539\u6027\u7269\u3001\u805a\u4e59\u70ef\u9187\u805a\u5408\u7269\u3001\u7eb3\u7c73\u9897\u7c92\u8f7d\u4f53\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5206\u5b50\u91cf20-40 kDa\uff0c\u8c03\u8282\u5206\u5e03\u964d\u4f4e\u8840\u6db2\u7c98\u5ea6\uff0c\u589e\u5f3a\u50a8\u5b58\u7a33\u5b9a\u6027\uff0c\u8010\u9ad8\u6e29\u957f\u65f6\u95f4\u4fdd\u5b58\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u888b\u5f0f\u5feb\u901f\u8f93\u6ce8\u88c5\u7f6e\uff0c\u65e0\u83cc\u6613\u64cd\u4f5c\u5305\u88c5\uff0c\u652f\u6301\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u8865\u6db2\u3002\n\n---\n\n## \u4e8c\u3001\u7ec4\u7ec7\u7f3a\u6c27\u4e0e\u4ee3\u8c22\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **HIF\u8c03\u8282\u56e0\u5b50\u5c0f\u5206\u5b50** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff0c\u542b\u7f9f\u57fa\u6216\u80fa\u57fa\u63d0\u5347\u7ec6\u80de\u819c\u7a7f\u900f\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7a7f\u900f\u6027\uff0c\u7f29\u77ed\u8d77\u6548\u65f6\u95f4\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-350\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u73b0\u573a\u53ca\u540e\u7eed\u6cbb\u7597\u3002\n\n2. **\u7ebf\u7c92\u4f53\u4fdd\u62a4\u6297\u6c27\u5316\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u915a\u7c7b\uff08\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7ebf\u7c92\u4f53\u9776\u5411\u6027\uff0c\u51cf\u5c11\u7cfb\u7edf\u6027\u526f\u4f5c\u7528\uff0c\u63a7\u5236\u8102\u6eb6\u6027\u5e73\u8861\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u80f6\u56ca\u6216\u6ce8\u5c04\u5242\uff0c\u9002\u5408\u6218\u573a\u53ca\u540e\u7eed\u4f7f\u7528\u3002\n\n3. **\u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u7684\u6709\u673a\u5c0f\u5206\u5b50\uff0c\u6a21\u62df\u4e73\u9178\u7ed3\u6784\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8LDH\u4e9a\u578b\u9009\u62e9\u6027\uff0c\u907f\u514d\u6b63\u5e38\u4ee3\u8c22\u5e72\u6270\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-300\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u578b\uff0c\u4fbf\u4e8e\u5feb\u901f\u8c03\u8282\u4ee3\u8c22\u3002\n\n---\n\n## \u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u785d\u9178\u916f\u7c7b\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7f13\u91ca\u4e0e\u5feb\u901f\u91ca\u653e\u5206\u5b50\u7ec4\u5408\uff0c\u5e73\u8861\u957f\u6548\u4e0e\u5373\u65f6\u6269\u8840\u7ba1\u6548\u679c\uff0c\u63a7\u5236NO\u91ca\u653e\u901f\u7387\uff0c\u907f\u514d\u4f4e\u8840\u538b\u53ca\u5fc3\u52a8\u8fc7\u901f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u76ae\u4e0b\u6ce8\u5c04\u9884\u88c5\u6ce8\u5c04\u5668\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\uff0c\u65b9\u4fbf\u975e\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528\u3002\n\n2. **\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aNSAIDs\u884d\u751f\u7269\uff08\u82ef\u5e76\u54aa\u5511\u3001\u5421\u5576\u7c7b\uff09\u3001\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u964d\u4f4e\u80c3\u80a0\u9053\u53ca\u7cfb\u7edf\u526f\u4f5c\u7528\uff0c\u5f3a\u5316\u5185\u76ae\u4fdd\u62a4\uff0c\u5feb\u901f\u6291\u5236\u708e\u75c7\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u5242\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u77ed\u671f\u5b89\u5168\u4f7f\u7528\u3002\n\n3. **\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9009\u62e9\u6027\uff0c\u964d\u4f4e\u51fa\u8840\u98ce\u9669\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u7b80\u4fbf\u7ed9\u836f\u3002\n\n---\n\n## \u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **TNF-\u03b1\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9776\u5411\u6027\uff0c\u51cf\u5c11\u514d\u75ab\u6291\u5236\u98ce\u9669\uff0c\u5206\u5b50\u91cf300-500\uff0c\u5feb\u901f\u7ec6\u80de\u7a7f\u900f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u5feb\u901f\u8d77\u6548\u3002\n\n2. **IL-6\u53d7\u4f53\u62ee\u6297\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u80fa\u57fa\u548c\u82b3\u9999\u73af\u591a\u6837\u5c0f\u5206\u5b50\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u53d7\u4f53\u7ed3\u5408\u529b\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\uff0c\u8bbe\u8ba1\u5438\u5165\u5242\u578b\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u6216\u53e3\u670d\u5242\u578b\uff0c\u4fbf\u643a\u5feb\u901f\u7ed9\u836f\u3002\n\n3. **\u514d\u75ab\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7cbe\u51c6\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\uff0c\u4f4e\u6bd2\u6027\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u3002\n\n---\n\n## \u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\uff0c\u542b\u6781\u6027\u57fa\u56e2\u63d0\u5347\u4e2d\u67a2\u7a7f\u900f\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5242\u91cf\u53ef\u63a7\uff0c\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\uff0c\u5206\u5b50\u7a33\u5b9a\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u5668\u6216\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n2. **RAAS\u7cfb\u7edf\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7ec6\u5316\u8840\u538b\u8c03\u8282\uff0c\u964d\u4f4e\u526f\u4f5c\u7528\uff0c\u4f18\u5316\u4ee3\u8c22\u7a33\u5b9a\u6027\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\u8986\u76d6\u5931\u8840\u6027\u4f11\u514b\u5173\u952e\u75c5\u7406\u673a\u5236\uff0c\u517c\u987e\u6218\u573a\u6025\u6551\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u548c\u5b89\u5168\u8010\u53d7\u6027\u8981\u6c42\u3002\u901a\u8fc7\u4f18\u5316\u5206\u5b50\u7ed3\u6784\u548c\u5242\u578b\u8bbe\u8ba1\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u9884\u88c5\u6ce8\u5c04\u5668\u3001\u5e72\u7c89\u5438\u5165\u5668\u3001\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7b49\u4fbf\u6377\u7ed9\u836f\u65b9\u5f0f\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u4e5f\u80fd\u5feb\u901f\u3001\u5b89\u5168\u65bd\u836f\u3002\u4e0b\u4e00\u6b65\u5c06\u7ed3\u5408CADD\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u53ca\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u7b5b\u9009\u9ad8\u6548\u5b89\u5168\u5206\u5b50\uff0c\u5e76\u540c\u6b65\u63a8\u8fdb\u914d\u5957\u7ed9\u836f\u88c5\u7f6e\u7814\u53d1\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6574\u4f53\u6548\u679c\u3002\n\n---" + }, + { + "LogNodeType": "step", + "NodeId": "\u836f\u7269\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1", + "InputName_List": [ + "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93" + ], + "OutputName": "\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e", + "chatLog": [], + "inputObject_Record": [ + { + "\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93": "---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff08\u62df\u4ea4\u611f\u795e\u7ecf\u5174\u594b\u5242\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u4e59\u80fa\u884d\u751f\u7269\uff0c\u4fa7\u94fe\u5f15\u5165\u7f9f\u57fa\u6216\u7532\u6c27\u57fa\u589e\u5f3a\u53d7\u4f53\u4eb2\u548c\u6027\u548c\u9009\u62e9\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5f15\u5165\u7535\u5b50\u7ed9\u4f53\u57fa\u56e2\u8c03\u8282\u4eb2\u548c\u529b\uff0c\u5f31\u5316\u03b2\u53d7\u4f53\u6d3b\u6027\uff0c\u964d\u4f4e\u5fc3\u7387\u52a0\u5feb\u548c\u5fc3\u5f8b\u5931\u5e38\u98ce\u9669\uff1b\u5206\u5b50\u534a\u8870\u671f\u9002\u4e2d\uff0c\u907f\u514d\u8840\u538b\u5267\u70c8\u6ce2\u52a8\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-250\uff0c\u6c34\u6eb6\u6027\u826f\u597d\uff0c\u6613\u5236\u5907\u76d0\u9178\u76d0\u6ce8\u5c04\u5242\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u7b14\u6216\u9884\u5145\u5f0f\u6ce8\u5c04\u5668\uff0c\u5feb\u901f\u8d77\u6548\u4e14\u5242\u91cf\u53ef\u63a7\uff0c\u7b80\u5316\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002\n\n2. **\u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff08AT1\u53d7\u4f53\uff09** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u82ef\u5e76\u54aa\u5511\u6216\u82ef\u5e76\u567b\u5511\u73af\u7cfb\u5c0f\u5206\u5b50\uff0c\u542b\u7fa7\u57fa\u6216\u9170\u80fa\u57fa\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u5347\u53d7\u4f53\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u809d\u810f\u9996\u8fc7\u6548\u5e94\uff0c\u964d\u4f4e\u6f5c\u5728\u4f4e\u8840\u538b\u98ce\u9669\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-400\uff0c\u758f\u6c34\u4e0e\u4eb2\u6c34\u5e73\u8861\uff0c\u9002\u5408\u53e3\u670d\u6216\u5438\u5165\u7ed9\u836f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u53e3\u670d\u901f\u91ca\u7247\u5242\uff0c\u4fbf\u4e8e\u6218\u573a\u4fbf\u643a\u548c\u540e\u7eed\u6cbb\u7597\u3002\n\n3. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff08\u9ad8\u5206\u5b50\u805a\u5408\u7269\uff09** \n- \u7ed3\u6784\u7c7b\u578b\uff1a\u7f9f\u4e59\u57fa\u6dc0\u7c89\u6539\u6027\u7269\u3001\u805a\u4e59\u70ef\u9187\u805a\u5408\u7269\u3001\u7eb3\u7c73\u9897\u7c92\u8f7d\u4f53\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5206\u5b50\u91cf20-40 kDa\uff0c\u8c03\u8282\u5206\u5e03\u964d\u4f4e\u8840\u6db2\u7c98\u5ea6\uff0c\u589e\u5f3a\u50a8\u5b58\u7a33\u5b9a\u6027\uff0c\u8010\u9ad8\u6e29\u957f\u65f6\u95f4\u4fdd\u5b58\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u888b\u5f0f\u5feb\u901f\u8f93\u6ce8\u88c5\u7f6e\uff0c\u65e0\u83cc\u6613\u64cd\u4f5c\u5305\u88c5\uff0c\u652f\u6301\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u8865\u6db2\u3002\n\n---\n\n## \u4e8c\u3001\u7ec4\u7ec7\u7f3a\u6c27\u4e0e\u4ee3\u8c22\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **HIF\u8c03\u8282\u56e0\u5b50\u5c0f\u5206\u5b50** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u54af\u5e76\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\uff0c\u542b\u7f9f\u57fa\u6216\u80fa\u57fa\u63d0\u5347\u7ec6\u80de\u819c\u7a7f\u900f\u6027\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7a7f\u900f\u6027\uff0c\u7f29\u77ed\u8d77\u6548\u65f6\u95f4\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf250-350\uff0c\u9002\u5408\u6ce8\u5c04\u6216\u53e3\u670d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u73b0\u573a\u53ca\u540e\u7eed\u6cbb\u7597\u3002\n\n2. **\u7ebf\u7c92\u4f53\u4fdd\u62a4\u6297\u6c27\u5316\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u915a\u7c7b\uff08\u7ef4\u751f\u7d20E\u884d\u751f\u7269\uff09\u3001\u786b\u9187\u7c7b\uff08\u786b\u8f9b\u9178\u7c7b\u4f3c\u7269\uff09\u3001\u55b9\u5549\u7c7b\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u7ebf\u7c92\u4f53\u9776\u5411\u6027\uff0c\u51cf\u5c11\u7cfb\u7edf\u6027\u526f\u4f5c\u7528\uff0c\u63a7\u5236\u8102\u6eb6\u6027\u5e73\u8861\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u80f6\u56ca\u6216\u6ce8\u5c04\u5242\uff0c\u9002\u5408\u6218\u573a\u53ca\u540e\u7eed\u4f7f\u7528\u3002\n\n3. **\u4e73\u9178\u8131\u6c22\u9176\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u916e\u57fa\u6216\u7f9f\u57fa\u7684\u6709\u673a\u5c0f\u5206\u5b50\uff0c\u6a21\u62df\u4e73\u9178\u7ed3\u6784\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8LDH\u4e9a\u578b\u9009\u62e9\u6027\uff0c\u907f\u514d\u6b63\u5e38\u4ee3\u8c22\u5e72\u6270\u3002 \n- \u5316\u5b66\u6027\u8d28\uff1a\u5206\u5b50\u91cf150-300\uff0c\u6c34\u6eb6\u6027\u826f\u597d\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u578b\uff0c\u4fbf\u4e8e\u5feb\u901f\u8c03\u8282\u4ee3\u8c22\u3002\n\n---\n\n## \u4e09\u3001\u5fae\u5faa\u73af\u6539\u5584\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u785d\u9178\u916f\u7c7b\u3001\u4e9a\u785d\u57fa\u5316\u5408\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7f13\u91ca\u4e0e\u5feb\u901f\u91ca\u653e\u5206\u5b50\u7ec4\u5408\uff0c\u5e73\u8861\u957f\u6548\u4e0e\u5373\u65f6\u6269\u8840\u7ba1\u6548\u679c\uff0c\u63a7\u5236NO\u91ca\u653e\u901f\u7387\uff0c\u907f\u514d\u4f4e\u8840\u538b\u53ca\u5fc3\u52a8\u8fc7\u901f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u53ca\u76ae\u4e0b\u6ce8\u5c04\u9884\u88c5\u6ce8\u5c04\u5668\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\uff0c\u65b9\u4fbf\u975e\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528\u3002\n\n2. **\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aNSAIDs\u884d\u751f\u7269\uff08\u82ef\u5e76\u54aa\u5511\u3001\u5421\u5576\u7c7b\uff09\u3001\u5c0f\u5206\u5b50TNF-\u03b1\u6291\u5236\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u964d\u4f4e\u80c3\u80a0\u9053\u53ca\u7cfb\u7edf\u526f\u4f5c\u7528\uff0c\u5f3a\u5316\u5185\u76ae\u4fdd\u62a4\uff0c\u5feb\u901f\u6291\u5236\u708e\u75c7\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u5242\u6216\u6ce8\u5c04\u5242\uff0c\u652f\u6301\u77ed\u671f\u5b89\u5168\u4f7f\u7528\u3002\n\n3. **\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u567b\u5429\u5421\u5576\u7c7b\u3001\u817a\u82f7\u7c7b\u4f3c\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9009\u62e9\u6027\uff0c\u964d\u4f4e\u51fa\u8840\u98ce\u9669\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u7b80\u4fbf\u7ed9\u836f\u3002\n\n---\n\n## \u56db\u3001\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **TNF-\u03b1\u6291\u5236\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u5421\u5576\u7c7b\u3001\u82ef\u5e76\u54aa\u5511\u7c7b\u5c0f\u5206\u5b50\u6216\u80bd\u7c7b\u6a21\u62df\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u63d0\u9ad8\u9776\u5411\u6027\uff0c\u51cf\u5c11\u514d\u75ab\u6291\u5236\u98ce\u9669\uff0c\u5206\u5b50\u91cf300-500\uff0c\u5feb\u901f\u7ec6\u80de\u7a7f\u900f\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\uff0c\u5feb\u901f\u8d77\u6548\u3002\n\n2. **IL-6\u53d7\u4f53\u62ee\u6297\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u542b\u80fa\u57fa\u548c\u82b3\u9999\u73af\u591a\u6837\u5c0f\u5206\u5b50\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u589e\u5f3a\u53d7\u4f53\u7ed3\u5408\u529b\uff0c\u4f18\u5316\u836f\u4ee3\u52a8\u529b\u5b66\uff0c\u8bbe\u8ba1\u5438\u5165\u5242\u578b\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u5e72\u7c89\u5438\u5165\u5668\u6216\u53e3\u670d\u5242\u578b\uff0c\u4fbf\u643a\u5feb\u901f\u7ed9\u836f\u3002\n\n3. **\u514d\u75ab\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u6838\u82f7\u7c7b\u4f3c\u7269\u3001\u5c0f\u5206\u5b50\u514d\u75ab\u8c03\u8282\u5242\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7cbe\u51c6\u8c03\u8282\u514d\u75ab\u53cd\u5e94\uff0c\u907f\u514d\u8fc7\u5ea6\u6291\u5236\uff0c\u4f4e\u6bd2\u6027\uff0c\u9002\u5408\u77ed\u671f\u4f7f\u7528\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u6216\u6ce8\u5c04\u5242\u3002\n\n---\n\n## \u4e94\u3001\u4ee3\u507f\u673a\u5236\u8c03\u8282\u9776\u70b9\u5019\u9009\u5206\u5b50\u5e93\n\n1. **\u9009\u62e9\u6027\u03b12\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1a\u54aa\u5511\u5549\u7c7b\uff0c\u542b\u6781\u6027\u57fa\u56e2\u63d0\u5347\u4e2d\u67a2\u7a7f\u900f\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u5242\u91cf\u53ef\u63a7\uff0c\u907f\u514d\u8fc7\u5ea6\u4f4e\u8840\u538b\uff0c\u5206\u5b50\u7a33\u5b9a\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u9884\u88c5\u6ce8\u5c04\u5668\u6216\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n2. **RAAS\u7cfb\u7edf\u8c03\u8282\u5242** \n- \u7ed3\u6784\u9aa8\u67b6\uff1aACE\u6291\u5236\u5242\u3001\u8840\u7ba1\u7d27\u5f20\u7d20\u53d7\u4f53\u62ee\u6297\u5242\u884d\u751f\u7269\u3002 \n- \u4f18\u5316\u8bbe\u8ba1\uff1a\u7ec6\u5316\u8840\u538b\u8c03\u8282\uff0c\u964d\u4f4e\u526f\u4f5c\u7528\uff0c\u4f18\u5316\u4ee3\u8c22\u7a33\u5b9a\u6027\u3002 \n- \u5242\u578b\u4e0e\u7ed9\u836f\u65b9\u5f0f\uff1a\u53e3\u670d\u901f\u91ca\u7247\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u8bbe\u8ba1\u65b9\u6848\u8986\u76d6\u5931\u8840\u6027\u4f11\u514b\u5173\u952e\u75c5\u7406\u673a\u5236\uff0c\u517c\u987e\u6218\u573a\u6025\u6551\u7684\u5feb\u901f\u8d77\u6548\u3001\u4fbf\u643a\u7ed9\u836f\u548c\u5b89\u5168\u8010\u53d7\u6027\u8981\u6c42\u3002\u901a\u8fc7\u4f18\u5316\u5206\u5b50\u7ed3\u6784\u548c\u5242\u578b\u8bbe\u8ba1\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u9884\u88c5\u6ce8\u5c04\u5668\u3001\u5e72\u7c89\u5438\u5165\u5668\u3001\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7b49\u4fbf\u6377\u7ed9\u836f\u65b9\u5f0f\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u4e5f\u80fd\u5feb\u901f\u3001\u5b89\u5168\u65bd\u836f\u3002\u4e0b\u4e00\u6b65\u5c06\u7ed3\u5408CADD\u3001\u9ad8\u901a\u91cf\u7b5b\u9009\u53ca\u4f53\u5916\u529f\u80fd\u9a8c\u8bc1\uff0c\u7b5b\u9009\u9ad8\u6548\u5b89\u5168\u5206\u5b50\uff0c\u5e76\u540c\u6b65\u63a8\u8fdb\u914d\u5957\u7ed9\u836f\u88c5\u7f6e\u7814\u53d1\uff0c\u63d0\u5347\u6218\u573a\u6551\u6cbb\u6574\u4f53\u6548\u679c\u3002\n\n---" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u57fa\u4e8e\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\uff0c\u63d0\u51fa\u4f53\u5916\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u9a8c\u8bc1\u836f\u7269\u5bf9\u8840\u6db2\u6210\u5206\u53ca\u7ec6\u80de\u6d3b\u6027\u7684\u5f71\u54cd\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93" + ], + "Action_Result": "\u6839\u636e\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u6db5\u76d6\u7684\u591a\u79cd\u9776\u70b9\u548c\u5206\u5b50\u7c7b\u578b\uff0c\u7ed3\u5408\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u7279\u70b9\uff0c\u8bbe\u8ba1\u4f53\u5916\u5b9e\u9a8c\u65b9\u6848\u91cd\u70b9\u9a8c\u8bc1\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n---\n\n## \u4e00\u3001\u5b9e\u9a8c\u603b\u4f53\u8bbe\u8ba1\u601d\u8def\n\n1. **\u836f\u7269\u7b5b\u9009\u91cd\u70b9** \n- \u9a8c\u8bc1\u5019\u9009\u5206\u5b50\u5bf9\u8840\u6db2\u6210\u5206\uff08\u7ea2\u7ec6\u80de\u3001\u8840\u5c0f\u677f\u3001\u767d\u7ec6\u80de\uff09\u3001\u8840\u6d46\u86cb\u767d\u53ca\u8840\u7ba1\u5185\u76ae\u7ec6\u80de\u7684\u5f71\u54cd\uff0c\u8bc4\u4f30\u5b89\u5168\u6027\u548c\u6f5c\u5728\u526f\u4f5c\u7528\u3002 \n- \u8bc4\u4f30\u836f\u7269\u5bf9\u7ec6\u80de\u529f\u80fd\uff08\u5982\u7ea2\u7ec6\u80de\u5f62\u6001\u4e0e\u53d8\u5f62\u80fd\u529b\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u3001\u5185\u76ae\u7ec6\u80de\u5c4f\u969c\u529f\u80fd\u3001\u708e\u75c7\u56e0\u5b50\u8868\u8fbe\uff09\u7684\u8c03\u8282\u4f5c\u7528\uff0c\u4f53\u73b0\u5176\u751f\u7269\u6d3b\u6027\u3002 \n- \u91c7\u7528\u591a\u6d53\u5ea6\u68af\u5ea6\uff0c\u6a21\u62df\u4e34\u5e8a\u9884\u671f\u8840\u836f\u6d53\u5ea6\u53ca\u8d85\u91cf\u72b6\u6001\uff0c\u83b7\u5f97\u5242\u91cf-\u6548\u5e94\u5173\u7cfb\u3002 \n- \u7ed3\u5408\u7ec6\u80de\u6bd2\u6027\u68c0\u6d4b\uff0c\u7b5b\u9664\u6f5c\u5728\u7ec6\u80de\u6bd2\u6027\u8f83\u5f3a\u7684\u5206\u5b50\u3002\n\n2. **\u7ec6\u80de\u6a21\u578b\u9009\u62e9** \n- \u4eba\u5916\u5468\u8840\u5355\u4e2a\u6838\u7ec6\u80de\uff08PBMCs\uff09\uff1a\u8bc4\u4f30\u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94\u53ca\u7ec6\u80de\u6d3b\u6027\u3002 \n- \u4eba\u8840\u5c0f\u677f\u60ac\u6db2\uff1a\u68c0\u6d4b\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u836f\u7269\u6548\u679c\u53ca\u8840\u5c0f\u677f\u529f\u80fd\u5f71\u54cd\u3002 \n- \u4eba\u7ea2\u7ec6\u80de\u60ac\u6db2\uff1a\u89c2\u5bdf\u7ea2\u7ec6\u80de\u5f62\u6001\u3001\u6eb6\u8840\u7387\u548c\u53d8\u5f62\u80fd\u529b\u3002 \n- \u4eba\u8110\u9759\u8109\u5185\u76ae\u7ec6\u80de\uff08HUVEC\uff09\uff1a\u68c0\u6d4b\u5185\u76ae\u7ec6\u80de\u5c4f\u969c\u529f\u80fd\u3001\u708e\u75c7\u56e0\u5b50\u8868\u8fbe\u53ca\u7ec6\u80de\u5b58\u6d3b\u3002 \n- \u8840\u6d46\u86cb\u767d\uff08\u5982\u767d\u86cb\u767d\u3001\u7ea4\u7ef4\u86cb\u767d\u539f\uff09\u4f53\u5916\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027\u6d4b\u8bd5\u3002\n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\n\n### 1. \u7ec6\u80de\u6bd2\u6027\u68c0\u6d4b\uff08MTT\u6216CCK-8\u6cd5\uff09 \n- \u76ee\u7684\uff1a\u8bc4\u4f30\u836f\u7269\u5bf9\u5404\u7ec6\u80de\u7cfb\uff08PBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u3001\u7ea2\u7ec6\u80de\uff09\u7684\u6bd2\u6027\u3002 \n- \u65b9\u6cd5\uff1a\u591a\u6d53\u5ea6\u68af\u5ea6\u5904\u740624-48\u5c0f\u65f6\uff0c\u6d4b\u5b9a\u7ec6\u80de\u5b58\u6d3b\u7387\u3002\n\n### 2. \u7ea2\u7ec6\u80de\u76f8\u5173\u68c0\u6d4b \n- **\u6eb6\u8840\u7387\u6d4b\u8bd5**\uff1a\u836f\u7269\u5904\u7406\u7ea2\u7ec6\u80de\u60ac\u6db2\uff0c\u6d4b\u5b9a\u91ca\u653e\u7684\u8840\u7ea2\u86cb\u767d\uff0c\u5224\u65ad\u6eb6\u8840\u98ce\u9669\u3002 \n- **\u7ea2\u7ec6\u80de\u5f62\u6001\u53ca\u53d8\u5f62\u80fd\u529b**\uff1a\u663e\u5fae\u955c\u89c2\u5bdf\u5f62\u6001\u53d8\u5316\uff0c\u5229\u7528\u5fae\u6d41\u53d8\u4eea\u68c0\u6d4b\u7ea2\u7ec6\u80de\u53d8\u5f62\u80fd\u529b\uff0c\u8bc4\u4f30\u8840\u6db2\u6d41\u53d8\u5b66\u5f71\u54cd\u3002\n\n### 3. \u8840\u5c0f\u677f\u529f\u80fd\u68c0\u6d4b \n- **\u8840\u5c0f\u677f\u805a\u96c6\u8bd5\u9a8c**\uff1a\u5229\u7528\u5149\u900f\u5c04\u6cd5\u68c0\u6d4b\u836f\u7269\u5bf9\u8840\u5c0f\u677f\u805a\u96c6\u7684\u6291\u5236\u6216\u4fc3\u8fdb\u4f5c\u7528\u3002 \n- **\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\u68c0\u6d4b**\uff1a\u6d41\u5f0f\u7ec6\u80de\u4eea\u68c0\u6d4bP\u9009\u62e9\u7d20\uff08CD62P\uff09\u8868\u8fbe\uff0c\u8bc4\u4ef7\u8840\u5c0f\u677f\u6d3b\u5316\u7a0b\u5ea6\u3002\n\n### 4. \u5185\u76ae\u7ec6\u80de\u529f\u80fd\u68c0\u6d4b \n- **\u7ec6\u80de\u5b58\u6d3b\u4e0e\u8fc1\u79fb**\uff1aMTT\u68c0\u6d4b\u5b58\u6d3b\u7387\uff0c\u5212\u75d5\u6108\u5408\u5b9e\u9a8c\u68c0\u6d4b\u8fc1\u79fb\u80fd\u529b\u3002 \n- **\u5c4f\u969c\u529f\u80fd\u68c0\u6d4b**\uff1a\u6d4b\u5b9a\u7ec6\u80de\u5355\u5c42\u901a\u900f\u6027\uff08FITC-\u6807\u8bb0\u7684\u8461\u805a\u7cd6\u901a\u900f\u7387\uff09\uff0c\u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u7a33\u5b9a\u6027\u3002 \n- **\u708e\u75c7\u56e0\u5b50\u8868\u8fbe**\uff1aRT-qPCR\u548cELISA\u68c0\u6d4bTNF-\u03b1\u3001IL-6\u7b49\u708e\u75c7\u56e0\u5b50\u6c34\u5e73\uff0c\u8bc4\u4ef7\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u6548\u679c\u3002\n\n### 5. \u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94 \n- PBMCs\u523a\u6fc0\u6a21\u578b\uff08\u5982LPS\u8bf1\u5bfc\uff09\u4e0b\uff0c\u68c0\u6d4b\u5019\u9009\u836f\u7269\u5bf9\u708e\u75c7\u56e0\u5b50\uff08TNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\uff09\u8868\u8fbe\u7684\u6291\u5236\u4f5c\u7528\u3002\n\n### 6. \u8840\u6d46\u86cb\u767d\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027 \n- \u4f53\u5916\u836f\u7269\u4e0e\u8840\u6d46\u86cb\u767d\u7ed3\u5408\u7387\u6d4b\u5b9a\uff08\u8d85\u6ee4\u6cd5\u6216\u5e73\u8861\u900f\u6790\u6cd5\uff09\uff0c\u9884\u6d4b\u836f\u7269\u4f53\u5185\u5206\u5e03\u3002 \n- \u836f\u7269\u5728\u8840\u6d46\u4e2d\u7684\u7a33\u5b9a\u6027\u68c0\u6d4b\uff0c\u8bc4\u4f30\u964d\u89e3\u901f\u7387\u3002\n\n---\n\n## \u4e09\u3001\u5b9e\u9a8c\u6d41\u7a0b\u793a\u610f\n\n1. \u51c6\u5907\u7ec6\u80de\u60ac\u6db2\u53ca\u8840\u6d46\u6837\u672c\u3002 \n2. \u6309\u68af\u5ea6\u6d53\u5ea6\u5206\u522b\u5904\u7406\u5404\u7ec4\u7ec6\u80de\u548c\u8840\u6d46\u3002 \n3. \u5404\u65f6\u95f4\u70b9\u91c7\u6837\uff0c\u8fdb\u884c\u7ec6\u80de\u6d3b\u6027\u3001\u529f\u80fd\u53ca\u708e\u75c7\u56e0\u5b50\u68c0\u6d4b\u3002 \n4. \u6570\u636e\u7edf\u8ba1\u5206\u6790\uff0c\u7b5b\u9009\u9ad8\u6548\u4e14\u5b89\u5168\u7684\u5019\u9009\u5206\u5b50\u3002\n\n---\n\n## \u56db\u3001\u5907\u6ce8\n\n- \u91cd\u70b9\u5173\u6ce8\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\u548c\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5bf9\u7ea2\u7ec6\u80de\u548c\u8840\u6d46\u7684\u5f71\u54cd\uff0c\u9632\u6b62\u6eb6\u8840\u548c\u8840\u6db2\u6d41\u53d8\u5b66\u5f02\u5e38\u3002 \n- \u5bf9\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242\u3001TNF-\u03b1\u6291\u5236\u5242\u9700\u91cd\u70b9\u9a8c\u8bc1\u5185\u76ae\u7ec6\u80de\u53ca\u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94\u8c03\u63a7\u6548\u679c\u3002 \n- \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b\u9700\u76d1\u6d4b\u5185\u76ae\u7ec6\u80de\u5c4f\u969c\u529f\u80fd\u548c\u8840\u7ba1\u8212\u5f20\u76f8\u5173\u6307\u6807\u3002 \n- \u7ed3\u5408\u6218\u573a\u73af\u5883\uff0c\u4f18\u5148\u7b5b\u9009\u5242\u91cf\u7a97\u53e3\u5bbd\u3001\u5b89\u5168\u6027\u9ad8\u7684\u5206\u5b50\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u4f53\u5916\u5b9e\u9a8c\u65b9\u6848\u5c06\u7cfb\u7edf\u9a8c\u8bc1\u5019\u9009\u836f\u7269\u5bf9\u8840\u6db2\u6210\u5206\u53ca\u76f8\u5173\u7ec6\u80de\u7684\u751f\u7269\u6d3b\u6027\u548c\u5b89\u5168\u6027\uff0c\u4e3a\u540e\u7eed\u4f53\u5185\u5b9e\u9a8c\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u53ef\u9760\u4f9d\u636e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u7684\u751f\u7269\u6807\u5fd7\u7269\u548c\u76f8\u5173\u75c5\u7406\u751f\u7406\u6307\u6807\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u9488\u5bf9\u5019\u9009\u836f\u7269\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\uff0c\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u7684\u5173\u952e\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u5efa\u8bae\u91cd\u70b9\u76d1\u6d4b\u4ee5\u4e0b\u751f\u7269\u6807\u5fd7\u7269\u548c\u76f8\u5173\u6307\u6807\uff0c\u4ee5\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u65e2\u79d1\u5b66\u4e25\u8c28\uff0c\u53c8\u5177\u5907\u4e34\u5e8a\u8f6c\u5316\u4ef7\u503c\uff1a\n\n---\n\n## \u4e00\u3001\u8840\u5bb9\u91cf\u8c03\u8282\u4e0e\u8840\u7ba1\u5f20\u529b\u76f8\u5173\u6307\u6807\n\n1. **\u8840\u7ba1\u6536\u7f29/\u8212\u5f20\u529f\u80fd\u6307\u6807** \n- \u03b11\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\uff1a\u68c0\u6d4b\u7ec6\u80de\u819c\u4e0a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u8868\u8fbe\u53ca\u4e0b\u6e38\u4fe1\u53f7\uff08\u5982cAMP\u3001IP3\u6c34\u5e73\uff09 \n- \u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242\uff1aAT1\u53d7\u4f53\u7ed3\u5408\u80fd\u529b\u53ca\u4e0b\u6e38\u9499\u79bb\u5b50\u6d41\u53d8\u5316 \n- \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7c7b\uff1aNO\u91ca\u653e\u91cf\uff08Griess\u8bd5\u5242\u6cd5\uff09\u3001cGMP\u6c34\u5e73 \n- \u7ec6\u80de\u5185\u9499\u79bb\u5b50\u6d53\u5ea6\uff08\u8367\u5149\u63a2\u9488\u6cd5\uff09\u53cd\u6620\u8840\u7ba1\u6536\u7f29\u4fe1\u53f7\n\n2. **\u8840\u6db2\u6d41\u53d8\u5b66\u6307\u6807** \n- \u7ea2\u7ec6\u80de\u53d8\u5f62\u6307\u6570\uff08\u5fae\u6d41\u53d8\u4eea\uff09 \n- \u8840\u6db2\u7c98\u5ea6\u53d8\u5316\uff08\u65cb\u8f6c\u7c98\u5ea6\u8ba1\uff09 \n- \u6eb6\u8840\u7387\uff08\u8840\u7ea2\u86cb\u767d\u91ca\u653e\u91cf\uff09\n\n---\n\n## \u4e8c\u3001\u5185\u76ae\u7ec6\u80de\u529f\u80fd\u53ca\u708e\u75c7\u6307\u6807\n\n1. **\u5185\u76ae\u5c4f\u969c\u529f\u80fd** \n- \u901a\u900f\u6027\u6307\u6807\uff1aFITC-\u6807\u8bb0\u8461\u805a\u7cd6\u6e17\u900f\u7387 \n- \u5185\u76ae\u7ec6\u80de\u7d27\u5bc6\u8fde\u63a5\u86cb\u767d\u8868\u8fbe\uff08\u5982VE-cadherin, ZO-1\uff09\u901a\u8fc7\u514d\u75ab\u8367\u5149\u6216Western blot\u68c0\u6d4b\n\n2. **\u708e\u75c7\u56e0\u5b50\u53ca\u7ec6\u80de\u56e0\u5b50** \n- TNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\uff08ELISA\u3001RT-qPCR\uff09 \n- \u5185\u76ae\u7ec6\u80de\u6d3b\u5316\u6807\u5fd7\u7269\uff1aVCAM-1\u3001ICAM-1\u8868\u8fbe\u6c34\u5e73\n\n3. **\u6c27\u5316\u5e94\u6fc0\u6307\u6807** \n- ROS\u6c34\u5e73\uff08DCFH-DA\u8367\u5149\u63a2\u9488\uff09 \n- \u6297\u6c27\u5316\u9176\u6d3b\u6027\uff08SOD\u3001GPx\uff09\n\n---\n\n## \u4e09\u3001\u8840\u5c0f\u677f\u529f\u80fd\u6307\u6807\n\n1. **\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269** \n- P\u9009\u62e9\u7d20\uff08CD62P\uff09\u8868\u8fbe\uff08\u6d41\u5f0f\u7ec6\u80de\u672f\uff09 \n- \u8840\u5c0f\u677f\u805a\u96c6\u7387\uff08\u5149\u900f\u5c04\u6cd5\uff09\n\n2. **\u8840\u5c0f\u677f\u91ca\u653e\u9897\u7c92\u7269** \n- \u8840\u5c0f\u677f\u56e0\u5b504\uff08PF4\uff09\u548c\u03b2-\u8840\u5c0f\u677f\u7403\u86cb\u767d\uff08\u03b2-TG\uff09\u542b\u91cf\u68c0\u6d4b\n\n---\n\n## \u56db\u3001\u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94\u6307\u6807\n\n1. **\u7ec6\u80de\u56e0\u5b50\u8868\u8fbe** \n- TNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\u3001IL-10\uff08ELISA\u3001RT-qPCR\uff09 \n- NF-\u03baB\u4fe1\u53f7\u901a\u8def\u6d3b\u6027\uff08Western blot\u68c0\u6d4bp65\u4e9a\u57fa\u78f7\u9178\u5316\uff09\n\n2. **\u7ec6\u80de\u6d3b\u6027\u53ca\u51cb\u4ea1\u6307\u6807** \n- \u7ec6\u80de\u5b58\u6d3b\u7387\uff08MTT/CCK-8\uff09 \n- \u7ec6\u80de\u51cb\u4ea1\u7387\uff08Annexin V/PI\u67d3\u8272\u6d41\u5f0f\u7ec6\u80de\u672f\uff09\n\n---\n\n## \u4e94\u3001\u836f\u7269-\u86cb\u767d\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027\u6307\u6807\n\n1. **\u7ed3\u5408\u7387** \n- \u8840\u6d46\u86cb\u767d\u7ed3\u5408\u7387\uff08\u8d85\u6ee4\u6cd5\u6216\u5e73\u8861\u900f\u6790\u6cd5\uff09\n\n2. **\u7a33\u5b9a\u6027** \n- \u836f\u7269\u5728\u8840\u6d46\u4e2d\u964d\u89e3\u901f\u7387\uff08LC-MS/MS\u5b9a\u91cf\uff09\n\n---\n\n## \u516d\u3001\u4ee3\u8c22\u8c03\u8282\u76f8\u5173\u6307\u6807\n\n1. **\u4ee3\u8c22\u9176\u6d3b\u6027** \n- \u4e73\u9178\u8131\u6c22\u9176\uff08LDH\uff09\u6d3b\u6027\u53ca\u4e9a\u578b\u9009\u62e9\u6027\u6291\u5236\u7387 \n- \u7ebf\u7c92\u4f53\u819c\u7535\u4f4d\uff08JC-1\u67d3\u8272\uff09\u53cd\u6620\u7ebf\u7c92\u4f53\u529f\u80fd\n\n2. **\u7ec6\u80de\u80fd\u91cf\u72b6\u6001** \n- ATP\u542b\u91cf\u68c0\u6d4b\uff08\u8367\u5149\u6cd5\uff09\n\n---\n\n## \u7efc\u8ff0\n\n\u901a\u8fc7\u4e0a\u8ff0\u591a\u7ef4\u5ea6\u751f\u7269\u6807\u5fd7\u7269\u68c0\u6d4b\uff0c\u80fd\u591f\u5168\u9762\u8bc4\u4ef7\u5019\u9009\u836f\u7269\u5728\u4f53\u5916\u5bf9\u5931\u8840\u6027\u4f11\u514b\u5173\u952e\u75c5\u7406\u8fc7\u7a0b\u7684\u8c03\u63a7\u6548\u679c\u53ca\u5b89\u5168\u6027\uff0c\u786e\u4fdd\u7b5b\u9009\u51fa\u7684\u5206\u5b50\u5177\u5907\u4e34\u5e8a\u8f6c\u5316\u6f5c\u529b\uff0c\u5e76\u4e3a\u540e\u7eed\u4f53\u5185\u9a8c\u8bc1\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\u5b9e\u9a8c\u6570\u636e\u5e94\u7ed3\u5408\u5242\u91cf-\u6548\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u52a8\u6001\u53d8\u5316\uff0c\u589e\u5f3a\u7ed3\u679c\u7684\u4e34\u5e8a\u76f8\u5173\u6027\u548c\u9884\u6d4b\u4ef7\u503c\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u836f\u7269\u5206\u5b50\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u53ca\u5b89\u5168\u6027\u8bc4\u4ef7\u6307\u6807\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u7ed3\u5408\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u4e0d\u540c\u9776\u70b9\u53ca\u5206\u5b50\u7c7b\u522b\u7279\u6027\uff0c\u73b0\u8bbe\u8ba1\u5177\u4f53\u7684\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u53ca\u5b89\u5168\u6027\u8bc4\u4ef7\u6307\u6807\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u79d1\u5b66\u4e25\u8c28\u4e14\u5177\u5907\u4e34\u5e8a\u8f6c\u5316\u4ef7\u503c\u3002\n\n---\n\n## \u4e00\u3001\u603b\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u539f\u5219\n\n- \u591a\u6d53\u5ea6\u68af\u5ea6\uff08\u81f3\u5c115\u4e2a\u6d53\u5ea6\u68af\u5ea6\uff0c\u8986\u76d6\u4e34\u5e8a\u9884\u671f\u6d53\u5ea6\u53ca\u8d85\u91cf\u72b6\u6001\uff09 \n- \u65f6\u95f4\u70b9\u8bbe\u5b9a\uff1a24h\u300148h\u300172h\uff0c\u89c2\u5bdf\u77ed\u671f\u53ca\u4e2d\u671f\u6548\u5e94 \n- \u7ec6\u80de\u6a21\u578b\u8986\u76d6\u8840\u6db2\u4e3b\u8981\u6210\u5206\u53ca\u9776\u7ec6\u80de\uff1aPBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u60ac\u6db2\u3001\u7ea2\u7ec6\u80de\u60ac\u6db2 \n- \u7ed3\u5408\u529f\u80fd\u68c0\u6d4b\u4e0e\u5206\u5b50\u673a\u5236\u6307\u6807\uff0c\u8fdb\u884c\u7efc\u5408\u8bc4\u4ef7 \n- \u5b89\u5168\u6027\u91cd\u70b9\u68c0\u6d4b\u7ec6\u80de\u6bd2\u6027\u3001\u6eb6\u8840\u7387\u53ca\u8840\u6db2\u6d41\u53d8\u5b66\u5f71\u54cd\n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u68c0\u6d4b\u9879\u76ee\u53ca\u6307\u6807\n\n### 1. \u7ec6\u80de\u6bd2\u6027\u4e0e\u5b89\u5168\u6027\u8bc4\u4ef7\n\n| \u7ec6\u80de\u7c7b\u578b | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| PBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u3001\u7ea2\u7ec6\u80de | MTT\u6216CCK-8\u6cd5 | \u7ec6\u80de\u5b58\u6d3b\u7387 (%) | \u8bc4\u4f30\u836f\u7269\u7ec6\u80de\u6bd2\u6027\uff0c\u7b5b\u9664\u9ad8\u6bd2\u5206\u5b50 |\n| \u7ea2\u7ec6\u80de\u60ac\u6db2 | \u6eb6\u8840\u7387\u6d4b\u8bd5\uff08\u8840\u7ea2\u86cb\u767d\u91ca\u653e\uff09 | \u6eb6\u8840\u7387 (%) | \u8bc4\u4f30\u7ea2\u7ec6\u80de\u819c\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u6eb6\u8840\u98ce\u9669 |\n\n---\n\n### 2. \u8840\u6db2\u6d41\u53d8\u5b66\u4e0e\u7ea2\u7ec6\u80de\u529f\u80fd\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u7ea2\u7ec6\u80de\u5f62\u6001\u5b66 | \u5149\u5b66\u663e\u5fae\u955c\u89c2\u5bdf | \u5f62\u6001\u5f02\u5e38\u6bd4\u4f8b (%) | \u8bc4\u4f30\u836f\u7269\u5bf9\u7ea2\u7ec6\u80de\u5f62\u6001\u5f71\u54cd |\n| \u7ea2\u7ec6\u80de\u53d8\u5f62\u80fd\u529b | \u5fae\u6d41\u53d8\u4eea\u68c0\u6d4b | \u53d8\u5f62\u6307\u6570 | \u53cd\u6620\u8840\u6db2\u6d41\u52a8\u6027\u53d8\u5316 |\n| \u8840\u6db2\u7c98\u5ea6 | \u65cb\u8f6c\u7c98\u5ea6\u8ba1 | \u7c98\u5ea6\u503c (mPa\u00b7s) | \u8bc4\u4f30\u6574\u4f53\u8840\u6db2\u6d41\u53d8\u5b66\u5f71\u54cd |\n\n---\n\n### 3. \u8840\u5c0f\u677f\u529f\u80fd\u68c0\u6d4b\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u8840\u5c0f\u677f\u805a\u96c6 | \u5149\u900f\u5c04\u805a\u96c6\u4eea | \u805a\u96c6\u7387 (%) | \u8bc4\u4f30\u836f\u7269\u5bf9\u8840\u5c0f\u677f\u805a\u96c6\u7684\u6291\u5236\u6216\u4fc3\u8fdb\u4f5c\u7528 |\n| \u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269 | \u6d41\u5f0f\u7ec6\u80de\u4eea\u68c0\u6d4bCD62P\u8868\u8fbe | \u6d3b\u5316\u7387 (%) | \u8bc4\u4ef7\u8840\u5c0f\u677f\u6d3b\u5316\u6c34\u5e73 |\n| \u8840\u5c0f\u677f\u91ca\u653e\u9897\u7c92\u7269 | ELISA\u68c0\u6d4bPF4\u3001\u03b2-TG\u542b\u91cf | \u91ca\u653e\u6c34\u5e73 (ng/mL) | \u53cd\u6620\u8840\u5c0f\u677f\u529f\u80fd\u72b6\u6001 |\n\n---\n\n### 4. \u5185\u76ae\u7ec6\u80de\u529f\u80fd\u53ca\u708e\u75c7\u8c03\u63a7\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u7ec6\u80de\u5b58\u6d3b\u7387 | MTT/CCK-8 | \u5b58\u6d3b\u7387 (%) | \u5b89\u5168\u6027\u8bc4\u4ef7 |\n| \u8fc1\u79fb\u80fd\u529b | \u5212\u75d5\u6108\u5408\u5b9e\u9a8c | \u8fc1\u79fb\u7387 (%) | \u8bc4\u4f30\u4fee\u590d\u80fd\u529b |\n| \u5c4f\u969c\u529f\u80fd | FITC-\u6807\u8bb0\u8461\u805a\u7cd6\u901a\u900f\u7387 | \u901a\u900f\u7387 (%) | \u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u5b8c\u6574\u6027 |\n| \u7d27\u5bc6\u8fde\u63a5\u86cb\u767d\u8868\u8fbe | \u514d\u75ab\u8367\u5149/Western blot\u68c0\u6d4bVE-cadherin\u3001ZO-1 | \u86cb\u767d\u8868\u8fbe\u91cf | \u53cd\u6620\u5c4f\u969c\u7ed3\u6784\u7a33\u5b9a\u6027 |\n| \u708e\u75c7\u56e0\u5b50\u8868\u8fbe | ELISA\u53caRT-qPCR\u68c0\u6d4bTNF-\u03b1\u3001IL-6\u3001IL-1\u03b2 | \u7ec6\u80de\u56e0\u5b50\u6d53\u5ea6 (pg/mL) | \u8bc4\u4ef7\u6297\u708e\u6548\u679c |\n| \u5185\u76ae\u7ec6\u80de\u6d3b\u5316\u6807\u5fd7\u7269 | ELISA/Western blot\u68c0\u6d4bVCAM-1\u3001ICAM-1 | \u8868\u8fbe\u6c34\u5e73 | \u53cd\u6620\u708e\u75c7\u6fc0\u6d3b\u72b6\u6001 |\n| \u6c27\u5316\u5e94\u6fc0 | DCFH-DA\u8367\u5149\u63a2\u9488\u6d4bROS\u6c34\u5e73 | \u8367\u5149\u5f3a\u5ea6 | \u8bc4\u4f30\u6c27\u5316\u635f\u4f24 |\n| \u6297\u6c27\u5316\u9176\u6d3b\u6027 | SOD\u3001GPx\u6d3b\u6027\u6d4b\u5b9a | \u9176\u6d3b\u6027\u5355\u4f4d | \u53cd\u6620\u6297\u6c27\u5316\u9632\u5fa1\u80fd\u529b |\n\n---\n\n### 5. \u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u708e\u75c7\u56e0\u5b50\u8868\u8fbe | ELISA\u53caRT-qPCR\u68c0\u6d4bTNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\u3001IL-10 | \u7ec6\u80de\u56e0\u5b50\u6d53\u5ea6 (pg/mL) | \u8bc4\u4f30\u708e\u75c7\u8c03\u63a7\u80fd\u529b |\n| NF-\u03baB\u4fe1\u53f7\u901a\u8def\u6d3b\u6027 | Western blot\u68c0\u6d4bp65\u78f7\u9178\u5316\u6c34\u5e73 | \u4fe1\u53f7\u5f3a\u5ea6 | \u673a\u5236\u9a8c\u8bc1 |\n| \u7ec6\u80de\u6d3b\u6027 | MTT/CCK-8 | \u5b58\u6d3b\u7387 (%) | \u5b89\u5168\u6027\u786e\u8ba4 |\n| \u7ec6\u80de\u51cb\u4ea1 | Annexin V/PI\u6d41\u5f0f\u7ec6\u80de\u672f | \u51cb\u4ea1\u7387 (%) | \u7ec6\u80de\u5065\u5eb7\u72b6\u51b5 |\n\n---\n\n### 6. \u8840\u7ba1\u6536\u7f29/\u8212\u5f20\u4fe1\u53f7\u901a\u8def\u68c0\u6d4b\n\n| \u9776\u70b9\u7c7b\u522b | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242 | \u53d7\u4f53\u8868\u8fbe\u68c0\u6d4b\uff08\u514d\u75ab\u8367\u5149\u6216Western blot\uff09 | \u03b11\u53d7\u4f53\u8868\u8fbe\u91cf | \u9a8c\u8bc1\u9776\u70b9\u7ed3\u5408 |\n| \u4e0b\u6e38\u4fe1\u53f7\u5206\u5b50 | cAMP\u3001IP3\u68c0\u6d4b\uff08ELISA\u6216\u8367\u5149\u6cd5\uff09 | \u5206\u5b50\u6d53\u5ea6 | \u53cd\u6620\u4fe1\u53f7\u6fc0\u6d3b |\n| \u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242 | AT1\u53d7\u4f53\u7ed3\u5408\u80fd\u529b\uff08\u653e\u5c04\u6027\u6216\u8367\u5149\u914d\u4f53\u7ed3\u5408\uff09 | \u7ed3\u5408\u7387 (%) | \u8bc4\u4f30\u53d7\u4f53\u62ee\u6297\u6548\u679c |\n| \u9499\u79bb\u5b50\u6d41 | \u8367\u5149\u63a2\u9488\u6d4b\u5b9a\u7ec6\u80de\u5185Ca2+\u6d53\u5ea6 | \u8367\u5149\u5f3a\u5ea6 | \u53cd\u6620\u8840\u7ba1\u6536\u7f29\u4fe1\u53f7 |\n| \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53 | NO\u91ca\u653e\u91cf\uff08Griess\u8bd5\u5242\u6cd5\uff09 | NO\u6d53\u5ea6 (\u03bcM) | \u9a8c\u8bc1NO\u4f9b\u4f53\u529f\u80fd |\n| cGMP\u6c34\u5e73 | ELISA\u68c0\u6d4b | cGMP\u6d53\u5ea6 (pmol/mg\u86cb\u767d) | \u4e0b\u6e38\u4fe1\u53f7\u53cd\u5e94 |\n\n---\n\n### 7. \u836f\u7269-\u86cb\u767d\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u8840\u6d46\u86cb\u767d\u7ed3\u5408\u7387 | \u8d85\u6ee4\u6cd5\u6216\u5e73\u8861\u900f\u6790\u6cd5 | \u7ed3\u5408\u7387 (%) | \u9884\u6d4b\u4f53\u5185\u5206\u5e03\u548c\u6709\u6548\u6d53\u5ea6 |\n| \u836f\u7269\u7a33\u5b9a\u6027 | LC-MS/MS\u5b9a\u91cf\u836f\u7269\u6d53\u5ea6\u968f\u65f6\u95f4\u53d8\u5316 | \u534a\u8870\u671f (h) | \u8bc4\u4f30\u4f53\u5916\u7a33\u5b9a\u6027 |\n\n---\n\n### 8. \u4ee3\u8c22\u8c03\u8282\u76f8\u5173\u68c0\u6d4b\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 |\n|-|-|-|-|\n| \u4e73\u9178\u8131\u6c22\u9176\u6d3b\u6027 | \u9176\u6d3b\u6027\u6d4b\u5b9a\u53ca\u4e9a\u578b\u9009\u62e9\u6027\u6291\u5236\u8bd5\u9a8c | \u6d3b\u6027 (%) | \u8bc4\u4f30\u4ee3\u8c22\u9176\u8c03\u8282\u6548\u679c |\n| \u7ebf\u7c92\u4f53\u819c\u7535\u4f4d | JC-1\u67d3\u8272\u8367\u5149\u68c0\u6d4b | \u819c\u7535\u4f4d\u53d8\u5316 | \u53cd\u6620\u7ebf\u7c92\u4f53\u529f\u80fd\u4fdd\u62a4 |\n| \u7ec6\u80deATP\u542b\u91cf | \u8367\u5149\u6cd5\u68c0\u6d4b | ATP\u6d53\u5ea6 (nmol/mg\u86cb\u767d) | \u8bc4\u4f30\u80fd\u91cf\u4ee3\u8c22\u72b6\u6001 |\n\n---\n\n## \u4e09\u3001\u5b9e\u9a8c\u6d41\u7a0b\u6982\u8981\n\n1. \u51c6\u5907\u5404\u7c7b\u7ec6\u80de\u60ac\u6db2\u53ca\u8840\u6d46\u6837\u672c\uff0c\u786e\u8ba4\u7ec6\u80de\u72b6\u6001\u826f\u597d\u3002 \n2. \u6309\u68af\u5ea6\u6d53\u5ea6\u5206\u522b\u5904\u7406\u6837\u672c\uff0c\u8bbe\u5b9a\u5bf9\u7167\u7ec4\uff08\u7a7a\u767d\u53ca\u9633\u6027\u5bf9\u7167\uff09\u3002 \n3. \u5728\u8bbe\u5b9a\u65f6\u95f4\u70b9\uff0824h\u300148h\u300172h\uff09\u91c7\u6837\u8fdb\u884c\u5404\u9879\u6307\u6807\u68c0\u6d4b\u3002 \n4. \u6570\u636e\u7edf\u8ba1\u5206\u6790\uff0c\u7ed8\u5236\u5242\u91cf-\u6548\u5e94\u66f2\u7ebf\uff0c\u7b5b\u9009\u9ad8\u6548\u4e14\u5b89\u5168\u5206\u5b50\u3002 \n5. \u91cd\u70b9\u5bf9\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u3001\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u3001\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242\u3001\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7b49\u8fdb\u884c\u6df1\u5165\u529f\u80fd\u9a8c\u8bc1\u3002 \n\n---\n\n## \u56db\u3001\u5907\u6ce8\n\n- \u5b9e\u9a8c\u4e2d\u9700\u4e25\u683c\u63a7\u5236\u65e0\u83cc\u53ca\u64cd\u4f5c\u6761\u4ef6\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u3002 \n- \u7ed3\u5408\u6218\u573a\u5b9e\u9645\u9700\u6c42\uff0c\u4f18\u5148\u7b5b\u9009\u5242\u91cf\u7a97\u53e3\u5bbd\u3001\u5b89\u5168\u6027\u9ad8\u3001\u8d77\u6548\u5feb\u7684\u836f\u7269\u5206\u5b50\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u5e94\u4e0e\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u7b56\u7565\u53cd\u9988\uff0c\u4fc3\u8fdb\u5206\u5b50\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u6539\u8fdb\u3002 \n\n---\n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u53ca\u5b89\u5168\u6027\u8bc4\u4ef7\u6307\u6807\u4f53\u7cfb\uff0c\u8986\u76d6\u4e86\u5019\u9009\u836f\u7269\u7684\u5173\u952e\u4f5c\u7528\u673a\u5236\u548c\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u7279\u70b9\uff0c\u4e3a\u540e\u7eed\u4f53\u5185\u9a8c\u8bc1\u548c\u4e34\u5e8a\u8f6c\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u79d1\u5b66\u4f9d\u636e\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u8bc4\u4f30\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u7684\u53ef\u884c\u6027\u53ca\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u7684\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u603b\u4f53\u79d1\u5b66\u4e25\u8c28\uff0c\u8986\u76d6\u4e86\u5173\u952e\u7ec6\u80de\u6a21\u578b\u548c\u591a\u7ef4\u5ea6\u6307\u6807\uff0c\u8f83\u597d\u5730\u517c\u987e\u4e86\u6218\u573a\u5feb\u901f\u6551\u6cbb\u9700\u6c42\u3002\u4e3a\u8fdb\u4e00\u6b65\u63d0\u5347\u65b9\u6848\u7684\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u5efa\u8bae\uff1a\n\n1. **\u589e\u52a0\u5feb\u901f\u8d77\u6548\u76f8\u5173\u6307\u6807\u68c0\u6d4b**\uff1a\u5982\u65e9\u671f\uff081-6\u5c0f\u65f6\uff09\u836f\u6548\u6807\u5fd7\u7269\u52a8\u6001\uff0c\u5c24\u5176\u9488\u5bf9\u9884\u88c5\u6ce8\u5c04\u5668\u548c\u5438\u5165\u5242\u578b\u836f\u7269\uff0c\u786e\u4fdd\u4f53\u5916\u6570\u636e\u80fd\u53cd\u6620\u6218\u573a\u6025\u6551\u836f\u7269\u7684\u5feb\u901f\u53cd\u5e94\u7279\u6027\u3002\n\n2. **\u5f3a\u5316\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df**\uff1a\u5728\u90e8\u5206\u529f\u80fd\u68c0\u6d4b\u4e2d\u52a0\u5165\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u6216\u5feb\u901f\u8bfb\u6570\u65b9\u6cd5\u7684\u9a8c\u8bc1\uff0c\u786e\u4fdd\u7b5b\u9009\u51fa\u7684\u5206\u5b50\u53ca\u5242\u578b\u9002\u5408\u6218\u573a\u975e\u4e13\u4e1a\u4eba\u5458\u4f7f\u7528\uff0c\u63d0\u9ad8\u4e34\u5e8a\u8f6c\u5316\u5b9e\u7528\u6027\u3002 \n\n\u603b\u4f53\u65b9\u6848\u57fa\u7840\u624e\u5b9e\uff0c\u7ed3\u5408\u4ee5\u4e0a\u6539\u8fdb\u5c06\u66f4\u8d34\u5408\u6218\u573a\u5e94\u7528\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u66f4\u8d34\u5408\u6218\u573a\u5b9e\u9645\u9700\u6c42\u548c\u5b89\u5168\u6027\u8981\u6c42\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6218\u573a\u519b\u533b\u7684\u5b9d\u8d35\u53cd\u9988\uff0c\u9488\u5bf9\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\u4e2d\u5feb\u901f\u8d77\u6548\u6307\u6807\u548c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df\u65b9\u9762\u8fdb\u884c\u4f18\u5316\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u6218\u573a\u5b9e\u7528\u6027\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u4f53\u5916\u6d3b\u6027\u6d4b\u8bd5\u65b9\u6848\u3002\n\n## Improved version of \u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\n\n---\n\n## \u4e00\u3001\u603b\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u539f\u5219\uff08\u4f18\u5316\u7248\uff09\n\n- \u591a\u6d53\u5ea6\u68af\u5ea6\uff08\u81f3\u5c115\u4e2a\u6d53\u5ea6\u68af\u5ea6\uff0c\u8986\u76d6\u4e34\u5e8a\u9884\u671f\u6d53\u5ea6\u53ca\u8d85\u91cf\u72b6\u6001\uff09 \n- \u65f6\u95f4\u70b9\u8bbe\u5b9a\uff1a\u589e\u52a0\u65e9\u671f\u65f6\u95f4\u70b9\uff081h\u30013h\u30016h\uff09\u4ee5\u6355\u6349\u5feb\u901f\u8d77\u6548\u52a8\u6001\uff0c\u540c\u65f6\u4fdd\u755924h\u300148h\u300172h\u89c2\u5bdf\u4e2d\u671f\u53ca\u6301\u7eed\u6548\u5e94 \n- \u7ec6\u80de\u6a21\u578b\u8986\u76d6\u8840\u6db2\u4e3b\u8981\u6210\u5206\u53ca\u9776\u7ec6\u80de\uff1aPBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u60ac\u6db2\u3001\u7ea2\u7ec6\u80de\u60ac\u6db2 \n- \u7ed3\u5408\u529f\u80fd\u68c0\u6d4b\u4e0e\u5206\u5b50\u673a\u5236\u6307\u6807\uff0c\u8fdb\u884c\u7efc\u5408\u8bc4\u4ef7 \n- \u5b89\u5168\u6027\u91cd\u70b9\u68c0\u6d4b\u7ec6\u80de\u6bd2\u6027\u3001\u6eb6\u8840\u7387\u53ca\u8840\u6db2\u6d41\u53d8\u5b66\u5f71\u54cd \n- \u52a0\u5165\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u8bfb\u6570\u65b9\u6cd5\u9a8c\u8bc1\uff0c\u6a21\u62df\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u73af\u5883\uff0c\u786e\u4fdd\u6218\u573a\u5e94\u7528\u53ef\u884c\u6027 \n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u68c0\u6d4b\u9879\u76ee\u53ca\u6307\u6807\uff08\u4f18\u5316\u7248\uff09\n\n### 1. \u7ec6\u80de\u6bd2\u6027\u4e0e\u5b89\u5168\u6027\u8bc4\u4ef7\n\n| \u7ec6\u80de\u7c7b\u578b | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| PBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u3001\u7ea2\u7ec6\u80de | MTT\u6216CCK-8\u6cd5 | \u7ec6\u80de\u5b58\u6d3b\u7387 (%) | \u8bc4\u4f30\u836f\u7269\u7ec6\u80de\u6bd2\u6027\uff0c\u7b5b\u9664\u9ad8\u6bd2\u5206\u5b50 | 1h, 3h, 6h, 24h, 48h, 72h |\n| \u7ea2\u7ec6\u80de\u60ac\u6db2 | \u6eb6\u8840\u7387\u6d4b\u8bd5\uff08\u8840\u7ea2\u86cb\u767d\u91ca\u653e\uff09 | \u6eb6\u8840\u7387 (%) | \u8bc4\u4f30\u7ea2\u7ec6\u80de\u819c\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u6eb6\u8840\u98ce\u9669 | 1h, 3h, 6h, 24h |\n\n---\n\n### 2. \u8840\u6db2\u6d41\u53d8\u5b66\u4e0e\u7ea2\u7ec6\u80de\u529f\u80fd\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u7ea2\u7ec6\u80de\u5f62\u6001\u5b66 | \u5149\u5b66\u663e\u5fae\u955c\u89c2\u5bdf | \u5f62\u6001\u5f02\u5e38\u6bd4\u4f8b (%) | \u8bc4\u4f30\u836f\u7269\u5bf9\u7ea2\u7ec6\u80de\u5f62\u6001\u5f71\u54cd | 1h, 6h, 24h |\n| \u7ea2\u7ec6\u80de\u53d8\u5f62\u80fd\u529b | \u5fae\u6d41\u53d8\u4eea\u68c0\u6d4b | \u53d8\u5f62\u6307\u6570 | \u53cd\u6620\u8840\u6db2\u6d41\u52a8\u6027\u53d8\u5316 | 3h, 24h |\n| \u8840\u6db2\u7c98\u5ea6 | \u65cb\u8f6c\u7c98\u5ea6\u8ba1 | \u7c98\u5ea6\u503c (mPa\u00b7s) | \u8bc4\u4f30\u6574\u4f53\u8840\u6db2\u6d41\u53d8\u5b66\u5f71\u54cd | 6h, 24h |\n\n---\n\n### 3. \u8840\u5c0f\u677f\u529f\u80fd\u68c0\u6d4b\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u8840\u5c0f\u677f\u805a\u96c6 | \u5149\u900f\u5c04\u805a\u96c6\u4eea | \u805a\u96c6\u7387 (%) | \u8bc4\u4f30\u836f\u7269\u5bf9\u8840\u5c0f\u677f\u805a\u96c6\u7684\u6291\u5236\u6216\u4fc3\u8fdb\u4f5c\u7528 | 1h, 6h, 24h |\n| \u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269 | \u6d41\u5f0f\u7ec6\u80de\u4eea\u68c0\u6d4bCD62P\u8868\u8fbe | \u6d3b\u5316\u7387 (%) | \u8bc4\u4ef7\u8840\u5c0f\u677f\u6d3b\u5316\u6c34\u5e73 | 1h, 6h, 24h |\n| \u8840\u5c0f\u677f\u91ca\u653e\u9897\u7c92\u7269 | ELISA\u68c0\u6d4bPF4\u3001\u03b2-TG\u542b\u91cf | \u91ca\u653e\u6c34\u5e73 (ng/mL) | \u53cd\u6620\u8840\u5c0f\u677f\u529f\u80fd\u72b6\u6001 | 6h, 24h |\n\n---\n\n### 4. \u5185\u76ae\u7ec6\u80de\u529f\u80fd\u53ca\u708e\u75c7\u8c03\u63a7\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u7ec6\u80de\u5b58\u6d3b\u7387 | MTT/CCK-8 | \u5b58\u6d3b\u7387 (%) | \u5b89\u5168\u6027\u8bc4\u4ef7 | 1h, 6h, 24h, 48h |\n| \u8fc1\u79fb\u80fd\u529b | \u5212\u75d5\u6108\u5408\u5b9e\u9a8c | \u8fc1\u79fb\u7387 (%) | \u8bc4\u4f30\u4fee\u590d\u80fd\u529b | 6h, 24h, 48h |\n| \u5c4f\u969c\u529f\u80fd | FITC-\u6807\u8bb0\u8461\u805a\u7cd6\u901a\u900f\u7387 | \u901a\u900f\u7387 (%) | \u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u5b8c\u6574\u6027 | 1h, 6h, 24h |\n| \u7d27\u5bc6\u8fde\u63a5\u86cb\u767d\u8868\u8fbe | \u514d\u75ab\u8367\u5149/Western blot\u68c0\u6d4bVE-cadherin\u3001ZO-1 | \u86cb\u767d\u8868\u8fbe\u91cf | \u53cd\u6620\u5c4f\u969c\u7ed3\u6784\u7a33\u5b9a\u6027 | 6h, 24h |\n| \u708e\u75c7\u56e0\u5b50\u8868\u8fbe | ELISA\u53caRT-qPCR\u68c0\u6d4bTNF-\u03b1\u3001IL-6\u3001IL-1\u03b2 | \u7ec6\u80de\u56e0\u5b50\u6d53\u5ea6 (pg/mL) | \u8bc4\u4ef7\u6297\u708e\u6548\u679c | 1h, 3h, 6h, 24h |\n| \u5185\u76ae\u7ec6\u80de\u6d3b\u5316\u6807\u5fd7\u7269 | ELISA/Western blot\u68c0\u6d4bVCAM-1\u3001ICAM-1 | \u8868\u8fbe\u6c34\u5e73 | \u53cd\u6620\u708e\u75c7\u6fc0\u6d3b\u72b6\u6001 | 6h, 24h |\n| \u6c27\u5316\u5e94\u6fc0 | DCFH-DA\u8367\u5149\u63a2\u9488\u6d4bROS\u6c34\u5e73 | \u8367\u5149\u5f3a\u5ea6 | \u8bc4\u4f30\u6c27\u5316\u635f\u4f24 | 1h, 6h |\n| \u6297\u6c27\u5316\u9176\u6d3b\u6027 | SOD\u3001GPx\u6d3b\u6027\u6d4b\u5b9a | \u9176\u6d3b\u6027\u5355\u4f4d | \u53cd\u6620\u6297\u6c27\u5316\u9632\u5fa1\u80fd\u529b | 6h, 24h |\n\n---\n\n### 5. \u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u708e\u75c7\u56e0\u5b50\u8868\u8fbe | ELISA\u53caRT-qPCR\u68c0\u6d4bTNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\u3001IL-10 | \u7ec6\u80de\u56e0\u5b50\u6d53\u5ea6 (pg/mL) | \u8bc4\u4f30\u708e\u75c7\u8c03\u63a7\u80fd\u529b | 1h, 3h, 6h, 24h |\n| NF-\u03baB\u4fe1\u53f7\u901a\u8def\u6d3b\u6027 | Western blot\u68c0\u6d4bp65\u78f7\u9178\u5316\u6c34\u5e73 | \u4fe1\u53f7\u5f3a\u5ea6 | \u673a\u5236\u9a8c\u8bc1 | 3h, 6h |\n| \u7ec6\u80de\u6d3b\u6027 | MTT/CCK-8 | \u5b58\u6d3b\u7387 (%) | \u5b89\u5168\u6027\u786e\u8ba4 | 1h, 6h, 24h |\n| \u7ec6\u80de\u51cb\u4ea1 | Annexin V/PI\u6d41\u5f0f\u7ec6\u80de\u672f | \u51cb\u4ea1\u7387 (%) | \u7ec6\u80de\u5065\u5eb7\u72b6\u51b5 | 24h, 48h |\n\n---\n\n### 6. \u8840\u7ba1\u6536\u7f29/\u8212\u5f20\u4fe1\u53f7\u901a\u8def\u68c0\u6d4b\n\n| \u9776\u70b9\u7c7b\u522b | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242 | \u53d7\u4f53\u8868\u8fbe\u68c0\u6d4b\uff08\u514d\u75ab\u8367\u5149\u6216Western blot\uff09 | \u03b11\u53d7\u4f53\u8868\u8fbe\u91cf | \u9a8c\u8bc1\u9776\u70b9\u7ed3\u5408 | 6h, 24h |\n| \u4e0b\u6e38\u4fe1\u53f7\u5206\u5b50 | cAMP\u3001IP3\u68c0\u6d4b\uff08ELISA\u6216\u8367\u5149\u6cd5\uff09 | \u5206\u5b50\u6d53\u5ea6 | \u53cd\u6620\u4fe1\u53f7\u6fc0\u6d3b | 1h, 3h, 6h |\n| \u8840\u7ba1\u7d27\u5f20\u7d20II\u53d7\u4f53\u62ee\u6297\u5242 | AT1\u53d7\u4f53\u7ed3\u5408\u80fd\u529b\uff08\u653e\u5c04\u6027\u6216\u8367\u5149\u914d\u4f53\u7ed3\u5408\uff09 | \u7ed3\u5408\u7387 (%) | \u8bc4\u4f30\u53d7\u4f53\u62ee\u6297\u6548\u679c | 6h, 24h |\n| \u9499\u79bb\u5b50\u6d41 | \u8367\u5149\u63a2\u9488\u6d4b\u5b9a\u7ec6\u80de\u5185Ca2+\u6d53\u5ea6 | \u8367\u5149\u5f3a\u5ea6 | \u53cd\u6620\u8840\u7ba1\u6536\u7f29\u4fe1\u53f7 | 1h, 3h, 6h |\n| \u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53 | NO\u91ca\u653e\u91cf\uff08Griess\u8bd5\u5242\u6cd5\uff09 | NO\u6d53\u5ea6 (\u03bcM) | \u9a8c\u8bc1NO\u4f9b\u4f53\u529f\u80fd | 1h, 3h, 6h |\n| cGMP\u6c34\u5e73 | ELISA\u68c0\u6d4b | cGMP\u6d53\u5ea6 (pmol/mg\u86cb\u767d) | \u4e0b\u6e38\u4fe1\u53f7\u53cd\u5e94 | 1h, 3h, 6h |\n\n---\n\n### 7. \u836f\u7269-\u86cb\u767d\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u8840\u6d46\u86cb\u767d\u7ed3\u5408\u7387 | \u8d85\u6ee4\u6cd5\u6216\u5e73\u8861\u900f\u6790\u6cd5 | \u7ed3\u5408\u7387 (%) | \u9884\u6d4b\u4f53\u5185\u5206\u5e03\u548c\u6709\u6548\u6d53\u5ea6 | \u5355\u6b21\u68c0\u6d4b |\n| \u836f\u7269\u7a33\u5b9a\u6027 | LC-MS/MS\u5b9a\u91cf\u836f\u7269\u6d53\u5ea6\u968f\u65f6\u95f4\u53d8\u5316 | \u534a\u8870\u671f (h) | \u8bc4\u4f30\u4f53\u5916\u7a33\u5b9a\u6027 | 0h, 1h, 3h, 6h, 24h |\n\n---\n\n### 8. \u4ee3\u8c22\u8c03\u8282\u76f8\u5173\u68c0\u6d4b\n\n| \u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u65f6\u95f4\u70b9 |\n|-|-|-|-|-|\n| \u4e73\u9178\u8131\u6c22\u9176\u6d3b\u6027 | \u9176\u6d3b\u6027\u6d4b\u5b9a\u53ca\u4e9a\u578b\u9009\u62e9\u6027\u6291\u5236\u8bd5\u9a8c | \u6d3b\u6027 (%) | \u8bc4\u4f30\u4ee3\u8c22\u9176\u8c03\u8282\u6548\u679c | 1h, 6h, 24h |\n| \u7ebf\u7c92\u4f53\u819c\u7535\u4f4d | JC-1\u67d3\u8272\u8367\u5149\u68c0\u6d4b | \u819c\u7535\u4f4d\u53d8\u5316 | \u53cd\u6620\u7ebf\u7c92\u4f53\u529f\u80fd\u4fdd\u62a4 | 6h, 24h |\n| \u7ec6\u80deATP\u542b\u91cf | \u8367\u5149\u6cd5\u68c0\u6d4b | ATP\u6d53\u5ea6 (nmol/mg\u86cb\u767d) | \u8bc4\u4f30\u80fd\u91cf\u4ee3\u8c22\u72b6\u6001 | 6h, 24h |\n\n---\n\n## \u4e09\u3001\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df\u4e0e\u5feb\u901f\u8bfb\u6570\u65b9\u6cd5\n\n- \u90e8\u5206\u5173\u952e\u68c0\u6d4b\u9879\u76ee\uff08\u5982\u7ea2\u7ec6\u80de\u6eb6\u8840\u7387\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269CD62P\u3001NO\u91ca\u653e\u91cf\u3001\u5185\u76ae\u7ec6\u80de\u5c4f\u969c\u901a\u900f\u6027\uff09\u91c7\u7528\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u5b9a\u91cf\u8bd5\u5242\u76d2\uff0c\u6a21\u62df\u6218\u573a\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u73af\u5883\uff0c\u9a8c\u8bc1\u64cd\u4f5c\u7b80\u4fbf\u6027\u548c\u7ed3\u679c\u8bfb\u6570\u7684\u5feb\u901f\u6027\u3002 \n- \u8bbe\u8ba1\u5feb\u901f\u8bfb\u6570\u65f6\u95f4\u7a97\u53e3\uff08\u598215-30\u5206\u949f\u5185\u5b8c\u6210\u68c0\u6d4b\uff09\uff0c\u786e\u4fdd\u6218\u573a\u6025\u6551\u65f6\u6548\u6027\u3002 \n- \u7ed3\u5408\u9884\u88c5\u6ce8\u5c04\u5668\u548c\u5438\u5165\u5242\u578b\u836f\u7269\uff0c\u91cd\u70b9\u9a8c\u8bc11-6\u5c0f\u65f6\u5185\u7684\u5feb\u901f\u8d77\u6548\u751f\u7269\u6807\u5fd7\u7269\u52a8\u6001\u53d8\u5316\uff0c\u786e\u4fdd\u4f53\u5916\u6570\u636e\u80fd\u53cd\u6620\u4e34\u5e8a\u5feb\u901f\u53cd\u5e94\u7279\u6027\u3002\n\n---\n\n## \u56db\u3001\u5b9e\u9a8c\u6d41\u7a0b\u6982\u8981\uff08\u4f18\u5316\u7248\uff09\n\n1. \u51c6\u5907\u5404\u7c7b\u7ec6\u80de\u60ac\u6db2\u53ca\u8840\u6d46\u6837\u672c\uff0c\u786e\u8ba4\u7ec6\u80de\u72b6\u6001\u826f\u597d\u3002 \n2. \u6309\u68af\u5ea6\u6d53\u5ea6\u5206\u522b\u5904\u7406\u6837\u672c\uff0c\u8bbe\u5b9a\u5bf9\u7167\u7ec4\uff08\u7a7a\u767d\u53ca\u9633\u6027\u5bf9\u7167\uff09\u3002 \n3. \u5728\u8bbe\u5b9a\u65f6\u95f4\u70b9\uff081h\u30013h\u30016h\u300124h\u300148h\u300172h\uff09\u91c7\u6837\u8fdb\u884c\u5404\u9879\u6307\u6807\u68c0\u6d4b\uff0c\u91cd\u70b9\u5173\u6ce8\u65e9\u671f\u5feb\u901f\u8d77\u6548\u6307\u6807\u3002 \n4. \u91c7\u7528\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u8bfb\u6570\u65b9\u6cd5\u9a8c\u8bc1\uff0c\u6a21\u62df\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002 \n5. \u6570\u636e\u7edf\u8ba1\u5206\u6790\uff0c\u7ed8\u5236\u5242\u91cf-\u6548\u5e94\u66f2\u7ebf\u53ca\u65f6\u95f4\u52a8\u6001\u66f2\u7ebf\uff0c\u7b5b\u9009\u9ad8\u6548\u4e14\u5b89\u5168\u5206\u5b50\u3002 \n6. \u91cd\u70b9\u5bf9\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u3001\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u3001\u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242\u3001\u4e00\u6c27\u5316\u6c2e\u4f9b\u4f53\u7b49\u8fdb\u884c\u6df1\u5165\u529f\u80fd\u9a8c\u8bc1\u3002 \n7. \u7ed3\u5408\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u53cd\u9988\uff0c\u4fc3\u8fdb\u5206\u5b50\u8bbe\u8ba1\u6539\u8fdb\u3002\n\n---\n\n## \u4e94\u3001\u5907\u6ce8\n\n- \u5b9e\u9a8c\u4e2d\u9700\u4e25\u683c\u63a7\u5236\u65e0\u83cc\u53ca\u64cd\u4f5c\u6761\u4ef6\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u3002 \n- \u4f18\u5148\u7b5b\u9009\u5242\u91cf\u7a97\u53e3\u5bbd\u3001\u5b89\u5168\u6027\u9ad8\u3001\u8d77\u6548\u5feb\u7684\u836f\u7269\u5206\u5b50\uff0c\u9002\u5408\u6218\u573a\u5feb\u901f\u6551\u6cbb\u3002 \n- \u4f53\u5916\u6570\u636e\u5c06\u4e3a\u540e\u7eed\u4f53\u5185\u9a8c\u8bc1\u548c\u4e34\u5e8a\u8f6c\u5316\u63d0\u4f9b\u575a\u5b9e\u79d1\u5b66\u4f9d\u636e\u3002 \n\n---\n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u4f18\u5316\u540e\u7684\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u65b9\u6848\u589e\u5f3a\u4e86\u5feb\u901f\u8d77\u6548\u6307\u6807\u68c0\u6d4b\u548c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df\uff0c\u786e\u4fdd\u65b9\u6848\u66f4\u8d34\u5408\u6218\u573a\u5b9e\u9645\u9700\u6c42\u548c\u5b89\u5168\u6027\u8981\u6c42\uff0c\u63d0\u5347\u5019\u9009\u836f\u7269\u5206\u5b50\u7684\u4e34\u5e8a\u8f6c\u5316\u6f5c\u529b\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\u5e76\u63d0\u4ea4\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u3001\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5316\u5b66\u5bb6\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u9488\u5bf9\u5019\u9009\u836f\u7269\u5206\u5b50\u5e93\u4e2d\u6db5\u76d6\u7684\u591a\u9776\u70b9\u3001\u591a\u5206\u5b50\u7c7b\u522b\uff0c\u8bbe\u8ba1\u4e86\u79d1\u5b66\u4e25\u8c28\u3001\u8986\u76d6\u5173\u952e\u75c5\u7406\u673a\u5236\u4e14\u8d34\u5408\u6218\u573a\u5e94\u7528\u9700\u6c42\u7684\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\u3002\u8be5\u65b9\u6848\u91cd\u70b9\u5f3a\u5316\u4e86\u5feb\u901f\u8d77\u6548\u6307\u6807\u68c0\u6d4b\u548c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df\uff0c\u786e\u4fdd\u6570\u636e\u65e2\u5177\u5907\u4e34\u5e8a\u8f6c\u5316\u4ef7\u503c\uff0c\u4e5f\u7b26\u5408\u6218\u573a\u5feb\u901f\u6551\u6cbb\u7684\u5b9e\u9645\u9700\u6c42\u3002\n\n\u4ee5\u4e0b\u4e3a\u6574\u5408\u540e\u7684\u5b8c\u6574\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\u53ca\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff1a\n\n---\n\n## \u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u5b9e\u9a8c\u65b9\u6848\n\n### \u4e00\u3001\u603b\u4f53\u8bbe\u8ba1\u539f\u5219\n\n- \u91c7\u7528\u591a\u6d53\u5ea6\u68af\u5ea6\uff08\u22655\u4e2a\u6d53\u5ea6\uff09\uff0c\u8986\u76d6\u4e34\u5e8a\u9884\u671f\u6d53\u5ea6\u53ca\u8d85\u91cf\u72b6\u6001\u3002 \n- \u65f6\u95f4\u70b9\u8986\u76d6\u65e9\u671f\uff081h\u30013h\u30016h\uff09\u53ca\u4e2d\u671f\uff0824h\u300148h\u300172h\uff09\uff0c\u6355\u6349\u5feb\u901f\u8d77\u6548\u548c\u6301\u7eed\u6548\u5e94\u3002 \n- \u7ec6\u80de\u6a21\u578b\u6db5\u76d6PBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u60ac\u6db2\u3001\u7ea2\u7ec6\u80de\u60ac\u6db2\u53ca\u8840\u6d46\u86cb\u767d\u3002 \n- \u7efc\u5408\u529f\u80fd\u68c0\u6d4b\u4e0e\u5206\u5b50\u673a\u5236\u6307\u6807\uff0c\u7cfb\u7edf\u8bc4\u4ef7\u836f\u7269\u751f\u7269\u6d3b\u6027\u4e0e\u5b89\u5168\u6027\u3002 \n- \u52a0\u5165\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u8bfb\u6570\u65b9\u6cd5\uff0c\u6a21\u62df\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u73af\u5883\uff0c\u786e\u4fdd\u6218\u573a\u5b9e\u7528\u6027\u3002\n\n### \u4e8c\u3001\u5177\u4f53\u68c0\u6d4b\u9879\u76ee\u53ca\u6307\u6807\n\n| \u7c7b\u522b | \u68c0\u6d4b\u9879\u76ee | \u65b9\u6cd5 | \u6307\u6807 | \u76ee\u7684 | \u5173\u952e\u65f6\u95f4\u70b9 |\n| --- | --- | --- | --- | --- | --- |\n| \u7ec6\u80de\u6bd2\u6027\u4e0e\u5b89\u5168\u6027 | \u7ec6\u80de\u5b58\u6d3b\u7387 | MTT/CCK-8 | \u5b58\u6d3b\u7387(%) | \u7b5b\u9664\u7ec6\u80de\u6bd2\u6027\u9ad8\u5206\u5b50 | 1h\u30013h\u30016h\u300124h\u300148h\u300172h |\n| | \u6eb6\u8840\u7387 | \u8840\u7ea2\u86cb\u767d\u91ca\u653e\u6d4b\u5b9a | \u6eb6\u8840\u7387(%) | \u8bc4\u4f30\u7ea2\u7ec6\u80de\u819c\u7a33\u5b9a\u6027 | 1h\u30013h\u30016h\u300124h |\n| \u8840\u6db2\u6d41\u53d8\u5b66\u4e0e\u7ea2\u7ec6\u80de\u529f\u80fd | \u5f62\u6001\u5b66 | \u5149\u5b66\u663e\u5fae\u955c | \u5f62\u6001\u5f02\u5e38\u6bd4\u4f8b(%) | \u8bc4\u4f30\u7ea2\u7ec6\u80de\u5f62\u6001\u53d8\u5316 | 1h\u30016h\u300124h |\n| | \u53d8\u5f62\u80fd\u529b | \u5fae\u6d41\u53d8\u4eea | \u53d8\u5f62\u6307\u6570 | \u53cd\u6620\u8840\u6db2\u6d41\u52a8\u6027 | 3h\u300124h |\n| | \u8840\u6db2\u7c98\u5ea6 | \u65cb\u8f6c\u7c98\u5ea6\u8ba1 | \u7c98\u5ea6(mPa\u00b7s) | \u8bc4\u4f30\u6574\u4f53\u8840\u6db2\u6d41\u53d8\u5b66 | 6h\u300124h |\n| \u8840\u5c0f\u677f\u529f\u80fd | \u805a\u96c6\u7387 | \u5149\u900f\u5c04\u805a\u96c6\u4eea | \u805a\u96c6\u7387(%) | \u8bc4\u4f30\u8840\u5c0f\u677f\u529f\u80fd\u5f71\u54cd | 1h\u30016h\u300124h |\n| | \u6d3b\u5316\u6807\u5fd7\u7269CD62P | \u6d41\u5f0f\u7ec6\u80de\u4eea | \u6d3b\u5316\u7387(%) | \u8840\u5c0f\u677f\u6d3b\u5316\u6c34\u5e73 | 1h\u30016h\u300124h |\n| | \u91ca\u653e\u9897\u7c92\u7269PF4\u3001\u03b2-TG | ELISA | \u542b\u91cf(ng/mL) | \u8840\u5c0f\u677f\u529f\u80fd\u72b6\u6001 | 6h\u300124h |\n| \u5185\u76ae\u7ec6\u80de\u529f\u80fd\u53ca\u708e\u75c7 | \u5b58\u6d3b\u7387 | MTT/CCK-8 | \u5b58\u6d3b\u7387(%) | \u5b89\u5168\u6027\u8bc4\u4f30 | 1h\u30016h\u300124h\u300148h |\n| | \u8fc1\u79fb\u80fd\u529b | \u5212\u75d5\u6108\u5408\u5b9e\u9a8c | \u8fc1\u79fb\u7387(%) | \u4fee\u590d\u80fd\u529b\u8bc4\u4f30 | 6h\u300124h\u300148h |\n| | \u5c4f\u969c\u529f\u80fd | FITC-\u8461\u805a\u7cd6\u901a\u900f\u7387 | \u901a\u900f\u7387(%) | \u5185\u76ae\u5c4f\u969c\u5b8c\u6574\u6027 | 1h\u30016h\u300124h |\n| | \u7d27\u5bc6\u8fde\u63a5\u86cb\u767d | \u514d\u75ab\u8367\u5149/Western blot | VE-cadherin\u3001ZO-1\u8868\u8fbe | \u5c4f\u969c\u7ed3\u6784\u7a33\u5b9a\u6027 | 6h\u300124h |\n| | \u708e\u75c7\u56e0\u5b50 | ELISA/RT-qPCR | TNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\u6d53\u5ea6(pg/mL) | \u6297\u708e\u6548\u679c\u8bc4\u4ef7 | 1h\u30013h\u30016h\u300124h |\n| | \u6d3b\u5316\u6807\u5fd7\u7269VCAM-1\u3001ICAM-1 | ELISA/Western blot | \u8868\u8fbe\u6c34\u5e73 | \u708e\u75c7\u6fc0\u6d3b\u72b6\u6001 | 6h\u300124h |\n| | \u6c27\u5316\u5e94\u6fc0 | DCFH-DA\u8367\u5149\u63a2\u9488 | \u8367\u5149\u5f3a\u5ea6 | \u6c27\u5316\u635f\u4f24\u8bc4\u4f30 | 1h\u30016h |\n| | \u6297\u6c27\u5316\u9176\u6d3b\u6027 | SOD\u3001GPx\u6d3b\u6027\u6d4b\u5b9a | \u9176\u6d3b\u6027\u5355\u4f4d | \u6297\u6c27\u5316\u9632\u5fa1\u80fd\u529b | 6h\u300124h |\n| \u514d\u75ab\u7ec6\u80de\u708e\u75c7\u53cd\u5e94 | \u708e\u75c7\u56e0\u5b50\u8868\u8fbe | ELISA/RT-qPCR | TNF-\u03b1\u3001IL-6\u3001IL-1\u03b2\u3001IL-10\u6d53\u5ea6(pg/mL) | \u708e\u75c7\u8c03\u63a7\u80fd\u529b | 1h\u30013h\u30016h\u300124h |\n| | NF-\u03baB\u6d3b\u6027 | Western blot | p65\u78f7\u9178\u5316\u6c34\u5e73 | \u673a\u5236\u9a8c\u8bc1 | 3h\u30016h |\n| | \u7ec6\u80de\u6d3b\u6027 | MTT/CCK-8 | \u5b58\u6d3b\u7387(%) | \u5b89\u5168\u6027\u786e\u8ba4 | 1h\u30016h\u300124h |\n| | \u7ec6\u80de\u51cb\u4ea1 | Annexin V/PI\u6d41\u5f0f\u7ec6\u80de\u672f | \u51cb\u4ea1\u7387(%) | \u7ec6\u80de\u5065\u5eb7\u72b6\u51b5 | 24h\u300148h |\n| \u8840\u7ba1\u6536\u7f29/\u8212\u5f20\u4fe1\u53f7 | \u53d7\u4f53\u8868\u8fbe | \u514d\u75ab\u8367\u5149/Western blot | \u03b11\u53d7\u4f53\u8868\u8fbe\u91cf | \u9776\u70b9\u7ed3\u5408\u9a8c\u8bc1 | 6h\u300124h |\n| | \u4e0b\u6e38\u4fe1\u53f7\u5206\u5b50 | ELISA/\u8367\u5149\u6cd5 | cAMP\u3001IP3\u6d53\u5ea6 | \u4fe1\u53f7\u6fc0\u6d3b\u53cd\u6620 | 1h\u30013h\u30016h |\n| | AT1\u53d7\u4f53\u7ed3\u5408\u80fd\u529b | \u653e\u5c04\u6027/\u8367\u5149\u914d\u4f53\u7ed3\u5408 | \u7ed3\u5408\u7387(%) | \u53d7\u4f53\u62ee\u6297\u6548\u679c | 6h\u300124h |\n| | \u9499\u79bb\u5b50\u6d41 | \u8367\u5149\u63a2\u9488 | \u7ec6\u80de\u5185Ca2+\u6d53\u5ea6 | \u8840\u7ba1\u6536\u7f29\u4fe1\u53f7 | 1h\u30013h\u30016h |\n| | NO\u91ca\u653e\u91cf | Griess\u8bd5\u5242\u6cd5 | NO\u6d53\u5ea6(\u03bcM) | NO\u4f9b\u4f53\u529f\u80fd\u9a8c\u8bc1 | 1h\u30013h\u30016h |\n| | cGMP\u6c34\u5e73 | ELISA | cGMP\u6d53\u5ea6(pmol/mg\u86cb\u767d) | \u4e0b\u6e38\u4fe1\u53f7\u53cd\u5e94 | 1h\u30013h\u30016h |\n| \u836f\u7269-\u86cb\u767d\u7ed3\u5408\u53ca\u7a33\u5b9a\u6027 | \u86cb\u767d\u7ed3\u5408\u7387 | \u8d85\u6ee4/\u5e73\u8861\u900f\u6790 | \u7ed3\u5408\u7387(%) | \u4f53\u5185\u5206\u5e03\u9884\u6d4b | \u5355\u6b21\u68c0\u6d4b |\n| | \u7a33\u5b9a\u6027 | LC-MS/MS | \u534a\u8870\u671f(h) | \u4f53\u5916\u7a33\u5b9a\u6027\u8bc4\u4f30 | 0h\u30011h\u30013h\u30016h\u300124h |\n| \u4ee3\u8c22\u8c03\u8282 | \u4e73\u9178\u8131\u6c22\u9176\u6d3b\u6027 | \u9176\u6d3b\u6027\u6d4b\u5b9a | \u6d3b\u6027(%) | \u4ee3\u8c22\u9176\u8c03\u8282\u6548\u679c | 1h\u30016h\u300124h |\n| | \u7ebf\u7c92\u4f53\u819c\u7535\u4f4d | JC-1\u8367\u5149\u68c0\u6d4b | \u819c\u7535\u4f4d\u53d8\u5316 | \u7ebf\u7c92\u4f53\u529f\u80fd\u4fdd\u62a4 | 6h\u300124h |\n| | ATP\u542b\u91cf | \u8367\u5149\u6cd5 | ATP\u6d53\u5ea6(nmol/mg\u86cb\u767d) | \u80fd\u91cf\u4ee3\u8c22\u72b6\u6001 | 6h\u300124h |\n\n### \u4e09\u3001\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u6a21\u62df\u4e0e\u5feb\u901f\u8bfb\u6570\n\n- \u91c7\u7528\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u5b9a\u91cf\u8bd5\u5242\u76d2\uff0c\u91cd\u70b9\u68c0\u6d4b\u7ea2\u7ec6\u80de\u6eb6\u8840\u7387\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269CD62P\u3001NO\u91ca\u653e\u91cf\u3001\u5185\u76ae\u7ec6\u80de\u5c4f\u969c\u901a\u900f\u6027\u3002 \n- \u5feb\u901f\u8bfb\u6570\u65f6\u95f4\u63a7\u5236\u572815-30\u5206\u949f\u5185\uff0c\u786e\u4fdd\u6218\u573a\u6025\u6551\u65f6\u6548\u6027\u3002 \n- \u7ed3\u5408\u9884\u88c5\u6ce8\u5c04\u5668\u548c\u5438\u5165\u5242\u578b\uff0c\u91cd\u70b9\u9a8c\u8bc11-6\u5c0f\u65f6\u5185\u5feb\u901f\u8d77\u6548\u751f\u7269\u6807\u5fd7\u7269\u52a8\u6001\u3002\n\n### \u56db\u3001\u5b9e\u9a8c\u6d41\u7a0b\u6982\u8981\n\n1. \u7ec6\u80de\u53ca\u8840\u6d46\u6837\u672c\u51c6\u5907\uff0c\u786e\u8ba4\u7ec6\u80de\u72b6\u6001\u3002 \n2. \u6309\u68af\u5ea6\u6d53\u5ea6\u5904\u7406\uff0c\u8bbe\u7a7a\u767d\u53ca\u9633\u6027\u5bf9\u7167\u3002 \n3. \u8bbe\u5b9a\u65f6\u95f4\u70b9\u91c7\u6837\uff0c\u8fdb\u884c\u6307\u6807\u68c0\u6d4b\uff0c\u91cd\u70b9\u5173\u6ce8\u65e9\u671f\u5feb\u901f\u8d77\u6548\u3002 \n4. \u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\u53ca\u5feb\u901f\u8bfb\u6570\u9a8c\u8bc1\uff0c\u6a21\u62df\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002 \n5. \u6570\u636e\u7edf\u8ba1\uff0c\u7ed8\u5236\u5242\u91cf-\u6548\u5e94\u53ca\u65f6\u95f4\u52a8\u6001\u66f2\u7ebf\uff0c\u7b5b\u9009\u9ad8\u6548\u5b89\u5168\u5206\u5b50\u3002 \n6. \u9488\u5bf9\u91cd\u70b9\u5206\u5b50\u7c7b\u522b\u8fdb\u884c\u6df1\u5165\u529f\u80fd\u9a8c\u8bc1\u3002 \n7. \u7ed3\u5408\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u53cd\u9988\uff0c\u4fc3\u8fdb\u5206\u5b50\u8bbe\u8ba1\u6539\u8fdb\u3002\n\n---\n\n## \u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff08\u793a\u4f8b\u6458\u8981\uff09\n\n```\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\n1. \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7c7b\n- \u7ec6\u80de\u5b58\u6d3b\u7387\uff1a\u5404\u6d53\u5ea6\u4e0bPBMC\u3001HUVEC\u3001\u8840\u5c0f\u677f\u53ca\u7ea2\u7ec6\u80de\u5747\u4fdd\u6301>90%\u5b58\u6d3b\uff0c\u8868\u660e\u4f4e\u7ec6\u80de\u6bd2\u6027\u3002\n- \u53d7\u4f53\u8868\u8fbe\u53ca\u4fe1\u53f7\uff1a6h\u5185\u03b11\u53d7\u4f53\u8868\u8fbe\u663e\u8457\u4e0a\u8c03\uff08Western blot\uff0cp<0.01\uff09\uff0ccAMP\u548cIP3\u6c34\u5e73\u57281-6h\u5feb\u901f\u5347\u9ad8\uff0c\u663e\u793a\u5feb\u901f\u6fc0\u6d3b\u4fe1\u53f7\u901a\u8def\u3002\n- \u7ea2\u7ec6\u80de\u529f\u80fd\uff1a\u65e0\u660e\u663e\u6eb6\u8840\uff08\u6eb6\u8840\u7387<2%\uff09\uff0c\u7ea2\u7ec6\u80de\u5f62\u6001\u53ca\u53d8\u5f62\u6307\u6570\u65e0\u4e0d\u826f\u53d8\u5316\u3002\n- \u8840\u5c0f\u677f\u529f\u80fd\uff1a\u8f7b\u5fae\u6291\u5236\u805a\u96c6\uff08\u6700\u5927\u6291\u5236\u738715%\uff09\uff0cCD62P\u8868\u8fbe\u964d\u4f4e\uff0c\u63d0\u793a\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u4f5c\u7528\u3002\n- \u5185\u76ae\u7ec6\u80de\u5c4f\u969c\uff1aFITC-\u8461\u805a\u7cd6\u901a\u900f\u7387\u964d\u4f4e\uff0cVE-cadherin\u8868\u8fbe\u589e\u52a0\uff0c\u663e\u793a\u5c4f\u969c\u4fdd\u62a4\u3002\n- \u708e\u75c7\u56e0\u5b50\uff1aTNF-\u03b1\u3001IL-6\u8868\u8fbe\u964d\u4f4e30%-50%\uff0cNF-\u03baB\u6d3b\u6027\u6291\u5236\u660e\u663e\u3002\n- \u975e\u4e13\u4e1a\u64cd\u4f5c\u5feb\u901f\u8bfb\u6570\uff1aNO\u91ca\u653e\u91cf\u53ca\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\u68c0\u6d4b\u572815\u5206\u949f\u5185\u5b8c\u6210\uff0c\u7ed3\u679c\u7a33\u5b9a\u3002\n\n2. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\n- \u7ea2\u7ec6\u80de\u4fdd\u62a4\uff1a\u663e\u8457\u964d\u4f4e\u6eb6\u8840\u7387\uff08\u5bf9\u7167\u7ec45%\uff0c\u5904\u7406\u7ec4<1%\uff09\uff0c\u7ea2\u7ec6\u80de\u5f62\u6001\u4fdd\u6301\u6b63\u5e38\u3002\n- \u8840\u6db2\u6d41\u53d8\u5b66\uff1a\u53d8\u5f62\u6307\u6570\u63d0\u9ad810%\uff0c\u8840\u6db2\u7c98\u5ea6\u9002\u4e2d\uff0c\u65e0\u5f02\u5e38\u3002\n- 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\n\n\u7efc\u4e0a\uff0c\u65b9\u6848\u7d27\u5bc6\u7ed3\u5408\u6218\u573a\u6025\u6551\u9700\u6c42\uff0c\u6ce8\u91cd\u5feb\u901f\u8d77\u6548\u548c\u64cd\u4f5c\u7b80\u4fbf\uff0c\u5173\u952e\u8bc4\u4ef7\u6307\u6807\u8986\u76d6\u5faa\u73af\u52a8\u529b\u5b66\u3001\u514d\u75ab\u8c03\u8282\u3001\u5185\u76ae\u4fdd\u62a4\u53ca\u4ee3\u8c22\u8c03\u8282\u591a\u65b9\u9762\uff0c\u786e\u4fdd\u836f\u7269\u5728\u5931\u8840\u6027\u4f11\u514b\u4e2d\u7684\u7efc\u5408\u6cbb\u7597\u6548\u679c\u5f97\u5230\u79d1\u5b66\u3001\u7cfb\u7edf\u7684\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u51fa\u53d1\uff0c\u5206\u6790\u836f\u7269\u53ef\u80fd\u7684\u4f5c\u7528\u673a\u5236\u53ca\u5176\u5bf9\u6cbb\u7597\u6548\u679c\u7684\u5f71\u54cd\uff0c\u8865\u5145\u6218\u573a\u519b\u533b\u7684\u8bc4\u4f30\u65b9\u6848\u7406\u8bba\u57fa\u7840\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u4f5c\u4e3a\u75c5\u7406\u751f\u7406\u5b66\u5bb6\uff0c\u6211\u5c06\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u6838\u5fc3\u75c5\u7406\u751f\u7406\u673a\u5236\u5165\u624b\uff0c\u5206\u6790\u5019\u9009\u836f\u7269\u7684\u4f5c\u7528\u9776\u70b9\u548c\u6f5c\u5728\u6cbb\u7597\u6548\u679c\uff0c\u8fdb\u4e00\u6b65\u8865\u5145\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u52a8\u7269\u6a21\u578b\u8bc4\u4f30\u65b9\u6848\u7684\u7406\u8bba\u57fa\u7840\uff0c\u786e\u4fdd\u836f\u7269\u8bbe\u8ba1\u548c\u8bc4\u4ef7\u65b9\u6848\u79d1\u5b66\u5408\u7406\u3002\n\n\u4e00\u3001\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u6982\u8ff0 \n\u5931\u8840\u6027\u4f11\u514b\u7684\u672c\u8d28\u662f\u6025\u6027\u5927\u91cf\u5931\u8840\u5bfc\u81f4\u5faa\u73af\u8840\u5bb9\u91cf\u9aa4\u51cf\uff0c\u7ee7\u800c\u5f15\u53d1\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u548c\u7ec6\u80de\u7f3a\u6c27\uff0c\u8fdb\u800c\u5bfc\u81f4\u4e00\u7cfb\u5217\u590d\u6742\u7684\u75c5\u7406\u751f\u7406\u53cd\u5e94\uff0c\u5305\u62ec\uff1a\n\n1. \u5faa\u73af\u8840\u6d41\u52a8\u529b\u5b66\u7d0a\u4e71 \n- \u8840\u5bb9\u91cf\u51cf\u5c11\u5bfc\u81f4\u9759\u8109\u56de\u6d41\u4e0b\u964d\uff0c\u5fc3\u8f93\u51fa\u91cf\u964d\u4f4e\uff0c\u52a8\u8109\u538b\u4e0b\u964d\u3002 \n- \u8840\u7ba1\u6536\u7f29\u53cd\u5c04\u6fc0\u6d3b\uff0c\u4e3b\u8981\u901a\u8fc7\u4ea4\u611f\u795e\u7ecf\u7cfb\u7edf\u91ca\u653e\u513f\u8336\u915a\u80fa\uff0c\u8bd5\u56fe\u7ef4\u6301\u8840\u538b\uff0c\u4f46\u957f\u671f\u7f3a\u8840\u5bfc\u81f4\u8840\u7ba1\u53cd\u5e94\u6027\u51cf\u5f31\u3002 \n\n2. \u7ec6\u80de\u4ee3\u8c22\u7d0a\u4e71\u4e0e\u80fd\u91cf\u4ee3\u8c22\u969c\u788d \n- 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\n- \u901a\u8fc7\u6fc0\u6d3b\u03b11\u53d7\u4f53\uff0c\u4fc3\u8fdb\u8840\u7ba1\u5e73\u6ed1\u808c\u6536\u7f29\uff0c\u63d0\u9ad8\u5916\u5468\u963b\u529b\uff0c\u8fc5\u901f\u6062\u590d\u548c\u7ef4\u6301\u8840\u538b\uff0c\u6539\u5584\u5faa\u73af\u52a8\u529b\u5b66\u3002 \n- \u6297\u8840\u5c0f\u677f\u6d3b\u5316\u4f5c\u7528\u53ef\u80fd\u51cf\u5c11\u5fae\u8840\u6813\u5f62\u6210\uff0c\u6539\u5584\u5fae\u5faa\u73af\u3002 \n- \u4fdd\u62a4\u5185\u76ae\u5c4f\u969c\uff0c\u51cf\u5c11\u8840\u7ba1\u901a\u900f\u6027\uff0c\u9632\u6b62\u7ec4\u7ec7\u6c34\u80bf\u3002 \n- \u6291\u5236NF-\u03baB\u4fe1\u53f7\u901a\u8def\uff0c\u964d\u4f4e\u708e\u75c7\u56e0\u5b50\u8868\u8fbe\uff0c\u7f13\u89e3\u708e\u75c7\u53cd\u5e94\u3002 \n\n2. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1 \n- \u8fc5\u901f\u8865\u5145\u5faa\u73af\u8840\u5bb9\u91cf\uff0c\u6062\u590d\u8840\u6db2\u6d41\u53d8\u5b66\u7279\u6027\uff0c\u6539\u5584\u7ec4\u7ec7\u704c\u6ce8\u3002 \n- 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\n\n\u7efc\u4e0a\uff0c\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u51fa\u53d1\uff0c\u5019\u9009\u836f\u7269\u901a\u8fc7\u591a\u9776\u70b9\u3001\u591a\u9014\u5f84\u534f\u540c\u4f5c\u7528\uff0c\u80fd\u591f\u6709\u6548\u7f13\u89e3\u8840\u6d41\u52a8\u529b\u5b66\u7d0a\u4e71\u3001\u4ee3\u8c22\u969c\u788d\u3001\u708e\u75c7\u53cd\u5e94\u53ca\u5185\u76ae\u635f\u4f24\uff0c\u7406\u8bba\u57fa\u7840\u5145\u5206\u652f\u6301\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u52a8\u7269\u6a21\u578b\u8bc4\u4f30\u65b9\u6848\u3002\u540e\u7eed\u4f53\u5185\u9a8c\u8bc1\u5c06\u91cd\u70b9\u5173\u6ce8\u8fd9\u4e9b\u5173\u952e\u673a\u5236\u6307\u6807\uff0c\u786e\u4fdd\u836f\u7269\u7684\u7efc\u5408\u6cbb\u7597\u6548\u679c\u4e0e\u4e34\u5e8a\u8f6c\u5316\u6f5c\u529b\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u6839\u636e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u65b9\u6848\u548c\u7406\u8bba\uff0c\u63d0\u51fa\u836f\u7269\u4f53\u5185\u4ee3\u8c22\u53ca\u4f5c\u7528\u52a8\u529b\u5b66\u7684\u5206\u5b50\u8bbe\u8ba1\u601d\u8def\uff0c\u4e3a\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u63d0\u4f9b\u5177\u4f53\u5206\u5b50\u5c42\u9762\u7684\u652f\u6301\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": 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\n\n\u4e8c\u3001\u5019\u9009\u836f\u7269\u4f5c\u7528\u673a\u5236\u4e0e\u4e34\u5e8a\u5173\u952e\u9776\u70b9\uff08\u7a81\u51fa\u4f18\u5148\u8003\u8651\u7684\u4e24\u79cd\u836f\u7269\uff09\n\n\u9274\u4e8e\u6218\u573a\u64cd\u4f5c\u9650\u5236\u548c\u975e\u4e13\u4e1a\u4eba\u5458\u7ed9\u836f\u9700\u6c42\uff0c\u5efa\u8bae\u4f18\u5148\u8054\u5408\u4f7f\u7528\u4ee5\u4e0b\u4e24\u7c7b\u836f\u7269\uff1a\n\n1. **\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242** \n- \u5feb\u901f\u6fc0\u6d3b\u8840\u7ba1\u5e73\u6ed1\u808c\u03b11\u53d7\u4f53\uff0c\u4fc3\u8fdb\u8840\u7ba1\u6536\u7f29\uff0c\u63d0\u9ad8\u5916\u5468\u963b\u529b\uff0c\u8fc5\u901f\u6062\u590dMAP\u3002 \n- \u6297\u8840\u5c0f\u677f\u6d3b\u5316\uff0c\u51cf\u5c11\u5fae\u8840\u6813\u5f62\u6210\uff0c\u6539\u5584\u5fae\u5faa\u73af\u3002 \n- \u4fdd\u62a4\u5185\u76ae\u5c4f\u969c\uff0c\u51cf\u5c11\u8840\u7ba1\u901a\u900f\u6027\uff0c\u9632\u6b62\u7ec4\u7ec7\u6c34\u80bf\u3002 \n- \u6291\u5236NF-\u03baB\uff0c\u964d\u4f4e\u708e\u75c7\u56e0\u5b50\u8868\u8fbe\uff0c\u7f13\u89e3\u5168\u8eab\u708e\u75c7\u3002 \n\n2. **\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1** \n- \u5feb\u901f\u8865\u5145\u5faa\u73af\u8840\u5bb9\u91cf\uff0c\u6062\u590d\u8840\u6db2\u6d41\u53d8\u5b66\u7279\u6027\uff0c\u6539\u5584\u7ec4\u7ec7\u704c\u6ce8\u3002 \n- \u4fdd\u62a4\u7ea2\u7ec6\u80de\u5f62\u6001\u548c\u529f\u80fd\uff0c\u7ef4\u6301\u6c27\u8f93\u9001\u80fd\u529b\u3002 \n- \u64cd\u4f5c\u7b80\u4fbf\uff0c\u9002\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\uff0c\u6ee1\u8db3\u6218\u573a\u6025\u6551\u5feb\u901f\u8f93\u6ce8\u9700\u6c42\u3002 \n\n\u4e09\u3001\u52a8\u7269\u6a21\u578b\u8bc4\u4ef7\u6307\u6807\u4f18\u5316\uff08\u7a81\u51fa\u5feb\u901f\u3001\u7b80\u4fbf\u3001\u5173\u952e\u6307\u6807\uff09\n\n1. **\u5faa\u73af\u52a8\u529b\u5b66\u6307\u6807** \n- \u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u548c\u5fc3\u8f93\u51fa\u91cf\uff0c\u52a8\u6001\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u60c5\u51b5\u3002 \n- \u5fc3\u7387\u76d1\u6d4b\uff0c\u8bc4\u4f30\u5fc3\u810f\u529f\u80fd\u53ca\u836f\u7269\u5fc3\u8840\u7ba1\u5b89\u5168\u6027\u3002 \n\n2. **\u4ee3\u8c22\u72b6\u6001\u6307\u6807** \n- \u8840\u4e73\u9178\u6d53\u5ea6\u53ca\u8840\u6db2pH\uff0c\u5feb\u901f\u53cd\u6620\u7ec4\u7ec7\u704c\u6ce8\u548c\u4ee3\u8c22\u6539\u5584\u3002 \n\n3. **\u8840\u6db2\u5b66\u6307\u6807** \n- \u8840\u7ea2\u86cb\u767d\u6d53\u5ea6\u53ca\u7ea2\u7ec6\u80de\u5f62\u6001\u5b66\uff0c\u8bc4\u4f30\u5bb9\u91cf\u8865\u5145\u548c\u7ea2\u7ec6\u80de\u4fdd\u62a4\u3002 \n- \u8840\u5c0f\u677f\u8ba1\u6570\u53ca\u529f\u80fd\uff08\u805a\u96c6\u7387\u3001CD62P\u8868\u8fbe\uff09\uff0c\u9a8c\u8bc1\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u6548\u679c\u3002 \n\n4. **\u708e\u75c7\u4e0e\u514d\u75ab\u8c03\u8282\u6307\u6807** \n- \u91cd\u70b9\u76d1\u6d4bTNF-\u03b1\u3001IL-6\u548cIL-10\u6c34\u5e73\uff0c\u53cd\u6620\u708e\u75c7\u6291\u5236\u53ca\u514d\u75ab\u5e73\u8861\u3002 \n- \u91c7\u7528\u5feb\u901fELISA\u68c0\u6d4b\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u83b7\u5f97\u7ed3\u679c\u3002 \n\n5. **\u5185\u76ae\u529f\u80fd\u4e0e\u5fae\u5faa\u73af\u6307\u6807** \n- \u8840\u7ba1\u901a\u900f\u6027\u68c0\u6d4b\uff08Evans\u84dd\u67d3\u8272\u6cd5\u7b80\u5316\u7248\uff09\uff0c\u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u4fdd\u62a4\u3002 \n- VE-cadherin\u8868\u8fbe\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff08ROS\u3001SOD\u6d3b\u6027\uff09\uff0c\u53cd\u6620\u5185\u76ae\u4fee\u590d\u53ca\u6297\u6c27\u5316\u80fd\u529b\u3002 \n\n6. **\u751f\u5b58\u7387\u53ca\u5668\u5b98\u529f\u80fd** \n- 24-48\u5c0f\u65f6\u751f\u5b58\u7387\u76d1\u6d4b\uff0c\u7b80\u5316\u65f6\u95f4\u7a97\u53e3\uff0c\u5feb\u901f\u8bc4\u4f30\u6cbb\u7597\u6548\u679c\u3002 \n- \u91cd\u70b9\u5668\u5b98\u529f\u80fd\u6307\u6807\uff08\u809d\u9176\u3001\u808c\u9150\uff09\u53ca\u7b80\u6613\u75c5\u7406\u5b66\u89c2\u5bdf\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u3002 \n\n\u56db\u3001\u8054\u5408\u7528\u836f\u53ca\u64cd\u4f5c\u7b80\u5316\u5efa\u8bae\n\n- **\u4f18\u5148\u91c7\u7528\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u4e0e\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u8054\u5408\u65b9\u6848**\uff0c\u517c\u987e\u5feb\u901f\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u548c\u5bb9\u91cf\u8865\u5145\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\u3002 \n- \u907f\u514d\u590d\u6742\u591a\u836f\u8054\u5408\uff0c\u51cf\u8f7b\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u8d1f\u62c5\u3002 \n- \u7ed3\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u8fdb\u884c\u5b9e\u5730\u6a21\u62df\uff0c\u9a8c\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u8f93\u6ce8\u987a\u7545\u5ea6\uff0c\u786e\u4fdd\u6781\u7aef\u73af\u5883\u4e0b\u7684\u5b9e\u7528\u6027\u3002 \n\n\u4e94\u3001\u5feb\u901f\u68c0\u6d4b\u4e0e\u76d1\u6d4b\u624b\u6bb5\u4f18\u5316\n\n- \u91c7\u7528NO\u91ca\u653e\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\u548c\u708e\u75c7\u56e0\u5b50ELISA\u7b49\u5feb\u901f\u68c0\u6d4b\u6280\u672f\uff0c15-30\u5206\u949f\u5185\u83b7\u5f97\u5173\u952e\u6307\u6807\uff0c\u4fbf\u4e8e\u73b0\u573a\u51b3\u7b56\u3002 \n- \u4f18\u5316\u68c0\u6d4b\u6d41\u7a0b\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u53ef\u64cd\u4f5c\uff0c\u63d0\u5347\u6218\u573a\u76d1\u6d4b\u6548\u7387\u3002 \n\n\u516d\u3001\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u7684\u6838\u5fc3\u75c5\u7406\u673a\u5236\uff0c\u7ed3\u5408\u6218\u573a\u519b\u533b\u5bf9\u7b80\u5316\u8054\u5408\u7528\u836f\u548c\u7ed9\u836f\u88c5\u7f6e\u517c\u5bb9\u6027\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u660e\u786e\u4f18\u5148\u836f\u7269\u7ec4\u5408\u548c\u5173\u952e\u8bc4\u4ef7\u6307\u6807\uff0c\u7a81\u51fa\u5feb\u901f\u8d77\u6548\u3001\u64cd\u4f5c\u7b80\u4fbf\u548c\u591a\u9776\u70b9\u534f\u540c\u4f5c\u7528\u3002\u540e\u7eed\u52a8\u7269\u6a21\u578b\u9a8c\u8bc1\u5c06\u91cd\u70b9\u56f4\u7ed5\u4e0a\u8ff0\u6307\u6807\u5f00\u5c55\uff0c\u786e\u4fdd\u836f\u7269\u5728\u6218\u573a\u6025\u6551\u73af\u5883\u4e2d\u7684\u6709\u6548\u6027\u548c\u53ef\u884c\u6027\uff0c\u4e3a\u4e34\u5e8a\u8f6c\u5316\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u534f\u52a9\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u5feb\u901f\u68c0\u6d4b\u65b9\u6cd5\u7684\u64cd\u4f5c\u6d41\u7a0b\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5316\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u5347\u836f\u7269\u8bbe\u8ba1\u7684\u79d1\u5b66\u6027\u548c\u6709\u6548\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u5173\u4e8e\u7b80\u5316\u8054\u5408\u7528\u836f\u548c\u52a0\u5f3a\u7ed9\u836f\u88c5\u7f6e\u9002\u914d\u6027\u7684\u53cd\u9988\uff0c\u6211\u5c06\u5b8c\u5584\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u836f\u7269\u8bbe\u8ba1\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5728\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6025\u6551\u4e2d\u7684\u5feb\u901f\u8d77\u6548\u3001\u7a33\u5b9a\u6027\u53ca\u64cd\u4f5c\u4fbf\u6377\u6027\u3002\n\n## Improved version of \u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\u8bbe\u8ba1\u601d\u8def\n\n\u4e00\u3001\u8bbe\u8ba1\u76ee\u6807\u603b\u7ed3 \n- \u5b9e\u73b0\u201c\u5206\u949f\u7ea7\u201d\u5feb\u901f\u8d77\u6548\uff0c\u8986\u76d6\u6025\u6551\u5173\u952e\u65f6\u95f4\u7a97\uff081-6\u5c0f\u65f6\uff09 \n- \u4fdd\u8bc1\u836f\u7269\u4f53\u5185\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u8fc7\u5feb\u4ee3\u8c22\u5bfc\u81f4\u7597\u6548\u4e0d\u8db3\u6216\u8fc7\u957f\u84c4\u79ef\u5f15\u8d77\u6bd2\u6027 \n- \u4f18\u5316\u8054\u5408\u7528\u836f\u65b9\u6848\uff0c\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u9002\u914d\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e \n- \u517c\u987e\u5b89\u5168\u6027\uff0c\u964d\u4f4e\u975e\u9776\u70b9\u4f5c\u7528\u53ca\u5fc3\u8840\u7ba1\u526f\u4f5c\u7528\u98ce\u9669 \n\n\u4e8c\u3001\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\u5173\u952e\u53c2\u6570\u8bbe\u8ba1\n\n1. **\u5438\u6536\u4e0e\u5206\u5e03\uff08AD\uff09** \n- \u9759\u8109\u7ed9\u836f\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8fdb\u5165\u8840\u6db2\u5faa\u73af\uff0c\u65e0\u5438\u6536\u5ef6\u8fdf\u3002 \n- \u5206\u5b50\u8bbe\u8ba1\u517c\u987e\u6c34\u6eb6\u6027\u548c\u9002\u4e2d\u4eb2\u8102\u6027\uff0c\u4fc3\u8fdb\u5feb\u901f\u5206\u5e03\u81f3\u8840\u7ba1\u5e73\u6ed1\u808c\u3001\u5185\u76ae\u7ec6\u80de\u53ca\u514d\u75ab\u7ec6\u80de\uff0c\u786e\u4fdd\u9776\u70b9\u9ad8\u6d53\u5ea6\u66b4\u9732\u3002 \n- \u8bbe\u8ba1\u5206\u5b50\u5177\u5907\u9002\u5ea6\u8840\u6d46\u86cb\u767d\u7ed3\u5408\u7387\uff0830%-70%\uff09\uff0c\u4fdd\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u540c\u65f6\u4fdd\u7559\u81ea\u7531\u836f\u7269\u6d3b\u6027\u3002 \n\n2. **\u4ee3\u8c22\u4e0e\u6e05\u9664\uff08M\uff09** \n- \u5f15\u5165\u4ee3\u8c22\u7a33\u5b9a\u6027\u5b98\u80fd\u56e2\uff08\u5982\u6c1f\u4ee3\u57fa\u3001\u73af\u72b6\u7ed3\u6784\uff09\u51cf\u5c11CYP450\u4ecb\u5bfc\u7684\u5feb\u901f\u4ee3\u8c22\uff0c\u786e\u4fdd\u8840\u836f\u6d53\u5ea6\u7ef4\u63011-6\u5c0f\u65f6\u3002 \n- \u5bf9\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8bbe\u8ba1\u53ef\u63a7\u7684\u5feb\u901f\u4ee3\u8c22\u4f4d\u70b9\uff08\u5982\u916f\u952e\uff09\uff0c\u5b9e\u73b0\u5feb\u901f\u8d77\u6548\u540e\u6e05\u9664\uff0c\u907f\u514d\u8840\u7ba1\u6301\u7eed\u8fc7\u5ea6\u6536\u7f29\u5bfc\u81f4\u53cd\u5e94\u6027\u51cf\u9000\u3002 \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u6210\u5206\u8bbe\u8ba1\u4e3a\u9ad8\u5206\u5b50\u805a\u5408\u7269\u6216\u7eb3\u7c73\u9897\u7c92\uff0c\u907f\u514d\u80be\u810f\u5feb\u901f\u6e05\u9664\uff0c\u4fdd\u8bc1\u8840\u5bb9\u91cf\u8865\u5145\u6301\u7eed\u6027\u3002 \n- \u6297\u708e\u53ca\u5185\u76ae\u4fdd\u62a4\u5242\u53caNO\u4f9b\u4f53\u7c7b\u836f\u7269\u8bbe\u8ba1\u7f13\u91ca\u578b\u7ed3\u6784\uff0c\u786e\u4fdd\u6301\u7eed\u91ca\u653e\u53ca\u7a33\u5b9a\u4fe1\u53f7\u4f20\u5bfc\u3002 \n\n3. **\u836f\u6548\u52a8\u529b\u5b66\uff08PD\uff09** \n- \u7ed3\u5408\u4f53\u5185\u5feb\u901f\u68c0\u6d4b\u6307\u6807\uff08NO\u91ca\u653e\u91cf\u3001\u708e\u75c7\u56e0\u5b50\u6c34\u5e73\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\uff09\uff0c\u5efa\u7acbPK/PD\u5173\u8054\u6a21\u578b\uff0c\u660e\u786e\u5242\u91cf-\u6548\u679c\u5173\u7cfb\u53ca\u65f6\u95f4\u52a8\u6001\u3002 \n- \u6a21\u62df\u4e0d\u540c\u5242\u91cf\u53ca\u7ed9\u836f\u9891\u6b21\u5bf9MAP\u6062\u590d\u3001\u708e\u75c7\u6291\u5236\u53ca\u5185\u76ae\u4fdd\u62a4\u7684\u5f71\u54cd\uff0c\u6307\u5bfc\u4e34\u5e8a\u5242\u91cf\u8bbe\u8ba1\u3002 \n- \u4f18\u5148\u8054\u5408\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u4e0e\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff0c\u6a21\u62df\u534f\u540c\u4f5c\u7528\u7684PD\u6a21\u578b\uff0c\u8bc4\u4f30\u8840\u6d41\u52a8\u529b\u5b66\u4e0e\u5bb9\u91cf\u8865\u5145\u7684\u7efc\u5408\u6548\u679c\u3002 \n\n4. **\u5b89\u5168\u6027\u4e0e\u9009\u62e9\u6027** \n- \u8bbe\u8ba1\u5206\u5b50\u907f\u514d\u975e\u9776\u70b9\u53d7\u4f53\uff08\u5982\u03b21\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\uff09\u7ed3\u5408\uff0c\u964d\u4f4e\u5fc3\u5f8b\u5931\u5e38\u98ce\u9669\u3002 \n- \u4ee3\u8c22\u8c03\u8282\u5242\u8bbe\u8ba1\u4e9a\u578b\u9009\u62e9\u6027\u5f3a\uff0c\u907f\u514d\u6b63\u5e38\u4ee3\u8c22\u7ec6\u80de\u5e72\u6270\uff0c\u51cf\u5c11\u7ec6\u80de\u6bd2\u6027\u3002 \n- \u76d1\u6d4b\u5fc3\u7387\u53d8\u5316\u53ca\u5fc3\u810f\u529f\u80fd\u6307\u6807\uff0c\u7eb3\u5165PD\u6a21\u578b\u5b89\u5168\u6027\u8bc4\u4f30\u3002 \n\n\u4e09\u3001\u8054\u5408\u7528\u836f\u7b80\u5316\u53ca\u7ed9\u836f\u88c5\u7f6e\u9002\u914d\u8bbe\u8ba1\n\n1. **\u8054\u5408\u7528\u836f\u65b9\u6848\u7b80\u5316** \n- \u4f18\u5148\u9009\u62e9\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u4e0e\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u7ec4\u5408\uff0c\u517c\u987e\u5feb\u901f\u6062\u590d\u8840\u538b\u53ca\u5bb9\u91cf\u8865\u5145\uff0c\u7b80\u5316\u7ed9\u836f\u6d41\u7a0b\uff0c\u4fbf\u4e8e\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u3002 \n- \u8bbe\u8ba1\u836f\u7269\u914d\u65b9\u76f8\u5bb9\uff0c\u907f\u514d\u6df7\u5408\u8f93\u6ce8\u65f6\u836f\u7269\u4e0d\u7a33\u5b9a\u6216\u76f8\u4e92\u5f71\u54cd\u3002 \n\n2. **\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027** \n- \u836f\u7269\u914d\u65b9\u4f18\u5316\u786e\u4fdd\u5728\u6781\u7aef\u6e29\u5ea6\uff08-20\u2103\u81f3+50\u2103\uff09\u53ca\u9707\u52a8\u6761\u4ef6\u4e0b\u5316\u5b66\u7a33\u5b9a\u6027\u53ca\u7269\u7406\u7a33\u5b9a\u6027\u3002 \n- \u8bbe\u8ba1\u9002\u5408\u5feb\u901f\u63a8\u6ce8\u7684\u6d41\u53d8\u5b66\u7279\u6027\uff0c\u4fdd\u8bc1\u8f93\u6ce8\u987a\u7545\uff0c\u65e0\u5835\u585e\u6216\u6c89\u6dc0\u3002 \n- \u7ed3\u5408\u4f53\u5185PK/PD\u6a21\u578b\uff0c\u786e\u5b9a\u88c5\u7f6e\u4e2d\u836f\u7269\u6d53\u5ea6\u53ca\u5242\u91cf\uff0c\u786e\u4fdd\u4e34\u5e8a\u6709\u6548\u8840\u836f\u6d53\u5ea6\u3002 \n\n3. **\u5feb\u901f\u68c0\u6d4b\u914d\u5408** \n- \u5efa\u7acb\u4e0e\u4f53\u5185PK/PD\u6a21\u578b\u5bf9\u5e94\u7684\u5feb\u901f\u68c0\u6d4b\u6307\u6807\u4f53\u7cfb\uff08NO\u91ca\u653e\u3001\u708e\u75c7\u56e0\u5b50ELISA\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\uff09\uff0c\u5b9e\u73b0\u7ed9\u836f\u540e15-30\u5206\u949f\u5185\u7597\u6548\u76d1\u6d4b\u3002 \n- \u4f18\u5316\u68c0\u6d4b\u6d41\u7a0b\uff0c\u4fdd\u8bc1\u975e\u4e13\u4e1a\u4eba\u5458\u80fd\u5728\u6218\u573a\u73af\u5883\u4e0b\u51c6\u786e\u64cd\u4f5c\u3002 \n\n\u56db\u3001\u6a21\u578b\u5e94\u7528\u4e0e\u540e\u7eed\u4f18\u5316\u5efa\u8bae\n\n- \u57fa\u4e8e\u52a8\u7269\u6a21\u578b\u4f53\u5185\u5b9e\u9a8c\u6570\u636e\uff0c\u52a8\u6001\u4fee\u6b63PK/PD\u6a21\u578b\u53c2\u6570\uff0c\u4f18\u5316\u5242\u91cf\u548c\u7ed9\u836f\u65b9\u6848\u3002 \n- \u7ed3\u5408\u4e34\u5e8a\u524d\u6bd2\u7406\u5b66\u6570\u636e\uff0c\u5b8c\u5584\u5b89\u5168\u6027\u8bc4\u4f30\u6a21\u578b\uff0c\u6307\u5bfc\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u3002 \n- \u6839\u636e\u52a8\u7269\u6a21\u578b\u53cd\u9988\uff0c\u9488\u5bf9\u5206\u5b50\u7ed3\u6784\u8fdb\u884c\u8fed\u4ee3\u4f18\u5316\uff0c\u63d0\u5347\u9776\u5411\u6027\u53ca\u964d\u4f4e\u526f\u4f5c\u7528\u3002 \n- \u63a8\u8fdb\u4e0e\u7ed9\u836f\u88c5\u7f6e\u5236\u9020\u5546\u5408\u4f5c\uff0c\u5f00\u5c55\u5b9e\u5730\u73af\u5883\u6a21\u62df\u8bd5\u9a8c\uff0c\u786e\u4fdd\u836f\u7269\u53ca\u88c5\u7f6e\u534f\u540c\u9002\u914d\u3002 \n\n\u4e94\u3001\u603b\u7ed3\n\n\u5b8c\u5584\u7684\u4f53\u5185\u836f\u7269\u4f5c\u7528\u52a8\u529b\u5b66\u6a21\u578b\u7ed3\u5408\u5feb\u901f\u8d77\u6548\u3001\u7a33\u5b9a\u4ee3\u8c22\u53ca\u5b89\u5168\u6027\u8bbe\u8ba1\uff0c\u652f\u6301\u7b80\u5316\u8054\u5408\u7528\u836f\u7b56\u7565\u548c\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7684\u5e94\u7528\uff0c\u5207\u5b9e\u6ee1\u8db3\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6025\u6551\u7684\u7279\u6b8a\u9700\u6c42\u3002\u901a\u8fc7PK/PD\u6a21\u578b\u6307\u5bfc\u5242\u91cf\u53ca\u7ed9\u836f\u65b9\u6848\u4f18\u5316\uff0c\u7ed3\u5408\u5feb\u901f\u68c0\u6d4b\u624b\u6bb5\uff0c\u5b9e\u73b0\u836f\u7269\u7597\u6548\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u8c03\u6574\uff0c\u4e3a\u4e34\u5e8a\u8f6c\u5316\u63d0\u4f9b\u575a\u5b9e\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u4fdd\u969c\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u534f\u52a9\u5236\u5b9a\u5177\u4f53PK/PD\u6a21\u578b\u53c2\u6570\u8bbe\u5b9a\u53ca\u52a8\u7269\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u63a8\u52a8\u6574\u4f53\u7814\u53d1\u8fdb\u7a0b\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\u548c\u6539\u8fdb\u65b9\u6848\uff0c\u5b8c\u6210\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u4ea4\u7528\u4e8e\u540e\u7eed\u836f\u7269\u7814\u53d1\u51b3\u7b56\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u6218\u573a\u519b\u533b\u3001\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5316\u5b66\u5bb6\u7684\u610f\u89c1\u53ca\u4f18\u5316\u65b9\u6848\uff0c\u73b0\u6574\u5408\u5f62\u6210\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\uff0c\u91cd\u70b9\u7a81\u51fa\u5feb\u901f\u8d77\u6548\u3001\u7b80\u5316\u8054\u5408\u7528\u836f\u3001\u5173\u952e\u6307\u6807\u76d1\u6d4b\u53ca\u7ed9\u836f\u88c5\u7f6e\u9002\u914d\u6027\uff0c\u786e\u4fdd\u8bc4\u4f30\u65b9\u6848\u79d1\u5b66\u5408\u7406\u4e14\u7b26\u5408\u6218\u573a\u6025\u6551\u5b9e\u9645\u9700\u6c42\u3002\n\n\u4ee5\u4e0b\u662f\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\u6b63\u6587\u3002\n\n```\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a\n\n\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u57fa\u4e8e\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff0c\u5019\u9009\u836f\u7269\u5728\u4f53\u5185\u7684\u6cbb\u7597\u6548\u679c\u53ca\u5b89\u5168\u6027\u9700\u901a\u8fc7\u52a8\u7269\u6a21\u578b\u7cfb\u7edf\u8bc4\u4f30\u3002\u8003\u8651\u6218\u573a\u6025\u6551\u6781\u7aef\u73af\u5883\u53ca\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u9650\u5236\uff0c\u672c\u8bc4\u4f30\u91cd\u70b9\u56f4\u7ed5\u5feb\u901f\u8d77\u6548\u3001\u7b80\u5316\u8054\u5408\u7528\u836f\u65b9\u6848\u53ca\u5173\u952e\u75c5\u7406\u751f\u7406\u6307\u6807\uff0c\u6307\u5bfc\u540e\u7eed\u4e34\u5e8a\u8f6c\u5316\u548c\u7ed9\u836f\u88c5\u7f6e\u5f00\u53d1\u3002\n\n\u4e8c\u3001\u52a8\u7269\u6a21\u578b\u8bbe\u8ba1 \n1. \u9009\u7528\u5927\u9f20\u6216\u732a\u6807\u51c6\u5931\u8840\u6027\u4f11\u514b\u6a21\u578b\uff0c\u5feb\u901f\u653e\u8840\u81f3\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff0940-50 mmHg\uff0c\u7ef4\u630130-60\u5206\u949f\uff0c\u6a21\u62df\u6218\u573a\u6025\u6027\u5931\u8840\u72b6\u6001\u3002 \n2. \u8bbe\u7acb\u4ee5\u4e0b\u7ec4\u522b\uff1a \n- \u5bf9\u7167\u7ec4\uff08\u751f\u7406\u76d0\u6c34\uff09 \n- \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5355\u836f\u7ec4 \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5355\u836f\u7ec4 \n- \u8054\u5408\u7528\u836f\u7ec4\uff08\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242+\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff09 \n\n\u4e09\u3001\u7ed9\u836f\u65b9\u6848 \n1. \u9759\u8109\u63a8\u6ce8\u6216\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u5feb\u901f\u8f93\u6ce8\uff0c\u5242\u91cf\u57fa\u4e8e\u4f53\u5916\u6709\u6548\u6d53\u5ea6\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u6a21\u578b\u8bbe\u8ba1\u3002 \n2. \u8bc4\u4f30\u5355\u6b21\u53ca\u591a\u6b21\u7ed9\u836f\u6548\u679c\uff0c\u6a21\u62df\u6218\u573a\u6025\u6551\u6d41\u7a0b\u3002 \n3. \u8054\u5408\u7528\u836f\u65b9\u6848\u7b80\u5316\u4e3a\u4e24\u836f\u7ec4\u5408\uff0c\u907f\u514d\u590d\u6742\u64cd\u4f5c\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u6613\u7528\u3002 \n\n\u56db\u3001\u5173\u952e\u8bc4\u4ef7\u6307\u6807 \n1. \u5faa\u73af\u52a8\u529b\u5b66\u6307\u6807 \n- \u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u53ca\u5fc3\u8f93\u51fa\u91cf\uff0c\u52a8\u6001\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u3002 \n- \u5fc3\u7387\u76d1\u6d4b\uff0c\u8bc4\u4f30\u5fc3\u810f\u529f\u80fd\u53ca\u836f\u7269\u5b89\u5168\u6027\u3002 \n\n2. \u4ee3\u8c22\u72b6\u6001\u6307\u6807 \n- \u8840\u4e73\u9178\u6d53\u5ea6\u53ca\u8840\u6db2pH\u503c\uff0c\u53cd\u6620\u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6539\u5584\u3002 \n\n3. \u8840\u6db2\u5b66\u6307\u6807 \n- \u8840\u7ea2\u86cb\u767d\u6d53\u5ea6\u53ca\u7ea2\u7ec6\u80de\u5f62\u6001\u5b66\uff0c\u8bc4\u4f30\u5bb9\u91cf\u8865\u5145\u53ca\u7ea2\u7ec6\u80de\u4fdd\u62a4\u3002 \n- \u8840\u5c0f\u677f\u8ba1\u6570\u53ca\u529f\u80fd\uff08\u805a\u96c6\u7387\u3001CD62P\u8868\u8fbe\uff09\uff0c\u9a8c\u8bc1\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u4f5c\u7528\u3002 \n\n4. \u708e\u75c7\u4e0e\u514d\u75ab\u8c03\u8282\u6307\u6807 \n- \u91cd\u70b9\u76d1\u6d4bTNF-\u03b1\u3001IL-6\u53caIL-10\u6c34\u5e73\uff0c\u53cd\u6620\u708e\u75c7\u6291\u5236\u53ca\u514d\u75ab\u5e73\u8861\u3002 \n- \u91c7\u7528\u5feb\u901fELISA\u68c0\u6d4b\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u83b7\u5f97\u7ed3\u679c\u3002 \n\n5. \u5185\u76ae\u529f\u80fd\u4e0e\u5fae\u5faa\u73af\u6307\u6807 \n- \u8840\u7ba1\u901a\u900f\u6027\u68c0\u6d4b\uff08\u7b80\u5316Evans\u84dd\u67d3\u8272\u6cd5\uff09\uff0c\u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u4fdd\u62a4\u3002 \n- VE-cadherin\u8868\u8fbe\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff08ROS\u3001SOD\u6d3b\u6027\uff09\uff0c\u53cd\u6620\u5185\u76ae\u4fee\u590d\u53ca\u6297\u6c27\u5316\u80fd\u529b\u3002 \n\n6. \u751f\u5b58\u7387\u53ca\u5668\u5b98\u529f\u80fd \n- 24-48\u5c0f\u65f6\u751f\u5b58\u7387\u76d1\u6d4b\uff0c\u5feb\u901f\u8bc4\u4f30\u6cbb\u7597\u6548\u679c\u3002 \n- \u91cd\u70b9\u5668\u5b98\u529f\u80fd\u6307\u6807\uff08\u809d\u9176\u3001\u808c\u9150\uff09\u53ca\u7b80\u6613\u75c5\u7406\u5b66\u89c2\u5bdf\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u3002 \n\n\u4e94\u3001\u836f\u7269\u4f53\u5185\u4f5c\u7528\u52a8\u529b\u5b66\u4e0e\u8054\u5408\u7528\u836f\u8bbe\u8ba1 \n1. \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8bbe\u8ba1\u517c\u987e\u5feb\u901f\u8d77\u6548\u4e0e\u53ef\u63a7\u4ee3\u8c22\uff0c\u907f\u514d\u8840\u7ba1\u6301\u7eed\u8fc7\u5ea6\u6536\u7f29\u3002 \n2. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u8bbe\u8ba1\u4fdd\u8bc1\u5bb9\u91cf\u8865\u5145\u6301\u7eed\u6027\u53ca\u8840\u6db2\u6d41\u53d8\u5b66\u7a33\u5b9a\u3002 \n3. \u8054\u5408\u7528\u836f\u65b9\u6848\u7b80\u5316\u4e3a\u4e24\u79cd\u836f\u7269\uff0c\u517c\u987e\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u548c\u5bb9\u91cf\u8865\u5145\uff0c\u64cd\u4f5c\u7b80\u4fbf\u3002 \n4. \u836f\u7269\u914d\u65b9\u4f18\u5316\u786e\u4fdd\u4e0e\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\uff0c\u5177\u5907\u6781\u7aef\u6e29\u5ea6\u548c\u9707\u52a8\u4e0b\u7684\u7a33\u5b9a\u6027\u53ca\u8f93\u6ce8\u987a\u7545\u6027\u3002 \n5. \u5efa\u7acbPK/PD\u6a21\u578b\uff0c\u7ed3\u5408\u5feb\u901f\u68c0\u6d4b\u6307\u6807\uff08NO\u91ca\u653e\u3001\u708e\u75c7\u56e0\u5b50\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\uff09\u6307\u5bfc\u5242\u91cf\u53ca\u7ed9\u836f\u9891\u6b21\u3002 \n\n\u516d\u3001\u5feb\u901f\u68c0\u6d4b\u4e0e\u64cd\u4f5c\u53ef\u884c\u6027 \n1. \u91c7\u7528NO\u91ca\u653e\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\u53ca\u708e\u75c7\u56e0\u5b50ELISA\u7b49\u5feb\u901f\u68c0\u6d4b\u6280\u672f\uff0c15-30\u5206\u949f\u5185\u83b7\u5f97\u5173\u952e\u7597\u6548\u6307\u6807\u3002 \n2. \u68c0\u6d4b\u6d41\u7a0b\u4f18\u5316\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u5728\u6218\u573a\u73af\u5883\u4e0b\u53ef\u64cd\u4f5c\uff0c\u63d0\u5347\u76d1\u6d4b\u6548\u7387\u53ca\u73b0\u573a\u51b3\u7b56\u80fd\u529b\u3002 \n3. \u7ed3\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u4f7f\u7528\u5b9e\u5730\u6a21\u62df\uff0c\u9a8c\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u8f93\u6ce8\u4fbf\u6377\u6027\u3002 \n\n\u4e03\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae \n\u672c\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u65b9\u6848\u7d27\u5bc6\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u53ca\u6218\u573a\u6025\u6551\u5b9e\u9645\u9700\u6c42\uff0c\u7a81\u51fa\u5feb\u901f\u8d77\u6548\u548c\u7b80\u5316\u8054\u5408\u7528\u836f\uff0c\u91cd\u70b9\u76d1\u6d4b\u5173\u952e\u751f\u7406\u3001\u4ee3\u8c22\u3001\u514d\u75ab\u53ca\u5185\u76ae\u529f\u80fd\u6307\u6807\uff0c\u786e\u4fdd\u836f\u7269\u7efc\u5408\u6cbb\u7597\u6548\u679c\u3002\u914d\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7684\u9002\u914d\u6027\u9a8c\u8bc1\u548c\u5feb\u901f\u68c0\u6d4b\u624b\u6bb5\uff0c\u4fdd\u969c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u3002\u540e\u7eed\u5efa\u8bae\u4f9d\u6258\u8be5\u65b9\u6848\u5f00\u5c55\u52a8\u7269\u5b9e\u9a8c\uff0c\u52a8\u6001\u8c03\u6574PK/PD\u6a21\u578b\uff0c\u4f18\u5316\u5242\u91cf\u65b9\u6848\uff0c\u63a8\u52a8\u4e34\u5e8a\u8f6c\u5316\u548c\u6218\u573a\u5e94\u7528\u3002\n\n---\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ec6\u5316\u52a8\u7269\u5b9e\u9a8c\u5177\u4f53\u65b9\u6848\u53ca\u5feb\u901f\u68c0\u6d4b\u64cd\u4f5c\u6d41\u7a0b\uff0c\u53ef\u968f\u65f6\u534f\u52a9\u652f\u6301\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a", + "content": "\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u57fa\u4e8e\u4f53\u5916\u6d3b\u6027\u9a8c\u8bc1\u6570\u636e\uff0c\u5019\u9009\u836f\u7269\u5728\u4f53\u5185\u7684\u6cbb\u7597\u6548\u679c\u53ca\u5b89\u5168\u6027\u9700\u901a\u8fc7\u52a8\u7269\u6a21\u578b\u7cfb\u7edf\u8bc4\u4f30\u3002\u8003\u8651\u6218\u573a\u6025\u6551\u6781\u7aef\u73af\u5883\u53ca\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u9650\u5236\uff0c\u672c\u8bc4\u4f30\u91cd\u70b9\u56f4\u7ed5\u5feb\u901f\u8d77\u6548\u3001\u7b80\u5316\u8054\u5408\u7528\u836f\u65b9\u6848\u53ca\u5173\u952e\u75c5\u7406\u751f\u7406\u6307\u6807\uff0c\u6307\u5bfc\u540e\u7eed\u4e34\u5e8a\u8f6c\u5316\u548c\u7ed9\u836f\u88c5\u7f6e\u5f00\u53d1\u3002\n\n\u4e8c\u3001\u52a8\u7269\u6a21\u578b\u8bbe\u8ba1 \n1. \u9009\u7528\u5927\u9f20\u6216\u732a\u6807\u51c6\u5931\u8840\u6027\u4f11\u514b\u6a21\u578b\uff0c\u5feb\u901f\u653e\u8840\u81f3\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff0940-50 mmHg\uff0c\u7ef4\u630130-60\u5206\u949f\uff0c\u6a21\u62df\u6218\u573a\u6025\u6027\u5931\u8840\u72b6\u6001\u3002 \n2. \u8bbe\u7acb\u4ee5\u4e0b\u7ec4\u522b\uff1a \n- \u5bf9\u7167\u7ec4\uff08\u751f\u7406\u76d0\u6c34\uff09 \n- \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5355\u836f\u7ec4 \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5355\u836f\u7ec4 \n- \u8054\u5408\u7528\u836f\u7ec4\uff08\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242+\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\uff09 \n\n\u4e09\u3001\u7ed9\u836f\u65b9\u6848 \n1. \u9759\u8109\u63a8\u6ce8\u6216\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u5feb\u901f\u8f93\u6ce8\uff0c\u5242\u91cf\u57fa\u4e8e\u4f53\u5916\u6709\u6548\u6d53\u5ea6\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u6a21\u578b\u8bbe\u8ba1\u3002 \n2. \u8bc4\u4f30\u5355\u6b21\u53ca\u591a\u6b21\u7ed9\u836f\u6548\u679c\uff0c\u6a21\u62df\u6218\u573a\u6025\u6551\u6d41\u7a0b\u3002 \n3. \u8054\u5408\u7528\u836f\u65b9\u6848\u7b80\u5316\u4e3a\u4e24\u836f\u7ec4\u5408\uff0c\u907f\u514d\u590d\u6742\u64cd\u4f5c\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u6613\u7528\u3002 \n\n\u56db\u3001\u5173\u952e\u8bc4\u4ef7\u6307\u6807 \n1. \u5faa\u73af\u52a8\u529b\u5b66\u6307\u6807 \n- \u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u53ca\u5fc3\u8f93\u51fa\u91cf\uff0c\u52a8\u6001\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u3002 \n- \u5fc3\u7387\u76d1\u6d4b\uff0c\u8bc4\u4f30\u5fc3\u810f\u529f\u80fd\u53ca\u836f\u7269\u5b89\u5168\u6027\u3002 \n\n2. \u4ee3\u8c22\u72b6\u6001\u6307\u6807 \n- \u8840\u4e73\u9178\u6d53\u5ea6\u53ca\u8840\u6db2pH\u503c\uff0c\u53cd\u6620\u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6539\u5584\u3002 \n\n3. \u8840\u6db2\u5b66\u6307\u6807 \n- \u8840\u7ea2\u86cb\u767d\u6d53\u5ea6\u53ca\u7ea2\u7ec6\u80de\u5f62\u6001\u5b66\uff0c\u8bc4\u4f30\u5bb9\u91cf\u8865\u5145\u53ca\u7ea2\u7ec6\u80de\u4fdd\u62a4\u3002 \n- \u8840\u5c0f\u677f\u8ba1\u6570\u53ca\u529f\u80fd\uff08\u805a\u96c6\u7387\u3001CD62P\u8868\u8fbe\uff09\uff0c\u9a8c\u8bc1\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u4f5c\u7528\u3002 \n\n4. \u708e\u75c7\u4e0e\u514d\u75ab\u8c03\u8282\u6307\u6807 \n- \u91cd\u70b9\u76d1\u6d4bTNF-\u03b1\u3001IL-6\u53caIL-10\u6c34\u5e73\uff0c\u53cd\u6620\u708e\u75c7\u6291\u5236\u53ca\u514d\u75ab\u5e73\u8861\u3002 \n- \u91c7\u7528\u5feb\u901fELISA\u68c0\u6d4b\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u83b7\u5f97\u7ed3\u679c\u3002 \n\n5. \u5185\u76ae\u529f\u80fd\u4e0e\u5fae\u5faa\u73af\u6307\u6807 \n- \u8840\u7ba1\u901a\u900f\u6027\u68c0\u6d4b\uff08\u7b80\u5316Evans\u84dd\u67d3\u8272\u6cd5\uff09\uff0c\u8bc4\u4f30\u5185\u76ae\u5c4f\u969c\u4fdd\u62a4\u3002 \n- VE-cadherin\u8868\u8fbe\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff08ROS\u3001SOD\u6d3b\u6027\uff09\uff0c\u53cd\u6620\u5185\u76ae\u4fee\u590d\u53ca\u6297\u6c27\u5316\u80fd\u529b\u3002 \n\n6. \u751f\u5b58\u7387\u53ca\u5668\u5b98\u529f\u80fd \n- 24-48\u5c0f\u65f6\u751f\u5b58\u7387\u76d1\u6d4b\uff0c\u5feb\u901f\u8bc4\u4f30\u6cbb\u7597\u6548\u679c\u3002 \n- \u91cd\u70b9\u5668\u5b98\u529f\u80fd\u6307\u6807\uff08\u809d\u9176\u3001\u808c\u9150\uff09\u53ca\u7b80\u6613\u75c5\u7406\u5b66\u89c2\u5bdf\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u3002 \n\n\u4e94\u3001\u836f\u7269\u4f53\u5185\u4f5c\u7528\u52a8\u529b\u5b66\u4e0e\u8054\u5408\u7528\u836f\u8bbe\u8ba1 \n1. \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8bbe\u8ba1\u517c\u987e\u5feb\u901f\u8d77\u6548\u4e0e\u53ef\u63a7\u4ee3\u8c22\uff0c\u907f\u514d\u8840\u7ba1\u6301\u7eed\u8fc7\u5ea6\u6536\u7f29\u3002 \n2. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u8bbe\u8ba1\u4fdd\u8bc1\u5bb9\u91cf\u8865\u5145\u6301\u7eed\u6027\u53ca\u8840\u6db2\u6d41\u53d8\u5b66\u7a33\u5b9a\u3002 \n3. \u8054\u5408\u7528\u836f\u65b9\u6848\u7b80\u5316\u4e3a\u4e24\u79cd\u836f\u7269\uff0c\u517c\u987e\u8840\u6d41\u52a8\u529b\u5b66\u6062\u590d\u548c\u5bb9\u91cf\u8865\u5145\uff0c\u64cd\u4f5c\u7b80\u4fbf\u3002 \n4. \u836f\u7269\u914d\u65b9\u4f18\u5316\u786e\u4fdd\u4e0e\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\uff0c\u5177\u5907\u6781\u7aef\u6e29\u5ea6\u548c\u9707\u52a8\u4e0b\u7684\u7a33\u5b9a\u6027\u53ca\u8f93\u6ce8\u987a\u7545\u6027\u3002 \n5. \u5efa\u7acbPK/PD\u6a21\u578b\uff0c\u7ed3\u5408\u5feb\u901f\u68c0\u6d4b\u6307\u6807\uff08NO\u91ca\u653e\u3001\u708e\u75c7\u56e0\u5b50\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\uff09\u6307\u5bfc\u5242\u91cf\u53ca\u7ed9\u836f\u9891\u6b21\u3002 \n\n\u516d\u3001\u5feb\u901f\u68c0\u6d4b\u4e0e\u64cd\u4f5c\u53ef\u884c\u6027 \n1. \u91c7\u7528NO\u91ca\u653e\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\u53ca\u708e\u75c7\u56e0\u5b50ELISA\u7b49\u5feb\u901f\u68c0\u6d4b\u6280\u672f\uff0c15-30\u5206\u949f\u5185\u83b7\u5f97\u5173\u952e\u7597\u6548\u6307\u6807\u3002 \n2. \u68c0\u6d4b\u6d41\u7a0b\u4f18\u5316\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u5728\u6218\u573a\u73af\u5883\u4e0b\u53ef\u64cd\u4f5c\uff0c\u63d0\u5347\u76d1\u6d4b\u6548\u7387\u53ca\u73b0\u573a\u51b3\u7b56\u80fd\u529b\u3002 \n3. \u7ed3\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u4f7f\u7528\u5b9e\u5730\u6a21\u62df\uff0c\u9a8c\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u8f93\u6ce8\u4fbf\u6377\u6027\u3002 \n\n\u4e03\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae \n\u672c\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u65b9\u6848\u7d27\u5bc6\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u53ca\u6218\u573a\u6025\u6551\u5b9e\u9645\u9700\u6c42\uff0c\u7a81\u51fa\u5feb\u901f\u8d77\u6548\u548c\u7b80\u5316\u8054\u5408\u7528\u836f\uff0c\u91cd\u70b9\u76d1\u6d4b\u5173\u952e\u751f\u7406\u3001\u4ee3\u8c22\u3001\u514d\u75ab\u53ca\u5185\u76ae\u529f\u80fd\u6307\u6807\uff0c\u786e\u4fdd\u836f\u7269\u7efc\u5408\u6cbb\u7597\u6548\u679c\u3002\u914d\u5408\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u7684\u9002\u914d\u6027\u9a8c\u8bc1\u548c\u5feb\u901f\u68c0\u6d4b\u624b\u6bb5\uff0c\u4fdd\u969c\u975e\u4e13\u4e1a\u4eba\u5458\u64cd\u4f5c\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u3002\u540e\u7eed\u5efa\u8bae\u4f9d\u6258\u8be5\u65b9\u6848\u5f00\u5c55\u52a8\u7269\u5b9e\u9a8c\uff0c\u52a8\u6001\u8c03\u6574PK/PD\u6a21\u578b\uff0c\u4f18\u5316\u5242\u91cf\u65b9\u6848\uff0c\u63a8\u52a8\u4e34\u5e8a\u8f6c\u5316\u548c\u6218\u573a\u5e94\u7528\u3002\n\n---\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ec6\u5316\u52a8\u7269\u5b9e\u9a8c\u5177\u4f53\u65b9\u6848\u53ca\u5feb\u901f\u68c0\u6d4b\u64cd\u4f5c\u6d41\u7a0b\uff0c\u53ef\u968f\u65f6\u534f\u52a9\u652f\u6301\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u836f\u7269\u4f18\u5316\u4e0e\u5236\u5242\u5f00\u53d1", + "InputName_List": [ + "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a" + ], + "OutputName": "\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848", + "chatLog": [], + "inputObject_Record": [ + { + "\u4f53\u5185\u6548\u679c\u8bc4\u4f30\u62a5\u544a": "\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 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"\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5236\u5242\u914d\u65b9\u548c\u5de5\u827a\u6d41\u7a0b\uff0c\u63d0\u9ad8\u836f\u7269\u5236\u5242\u7684\u7a33\u5b9a\u6027\u548c\u9002\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u5236\u5242\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7684\u70ed\u7a33\u5b9a\u6027\u8bbe\u8ba1\u548c\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5fae\u7403\u60ac\u6d6e\u6db2\u7684\u6d41\u53d8\u5b66\u9002\u914d\u6027\uff0c\u786e\u4fdd\u6218\u573a\u6781\u7aef\u73af\u5883\u4e0b\u7684\u5236\u5242\u7a33\u5b9a\u6027\u548c\u8f93\u6ce8\u5b89\u5168\u6027\u3002\n\n## Improved version of 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\u5feb\u901f\u8d77\u6548 \n- \u4fdd\u8bc1\u836f\u7269\u5feb\u901f\u91ca\u51fa\u548c\u751f\u7269\u5229\u7528\u5ea6\uff0c\u6ee1\u8db3\u6025\u6551\u9700\u6c42\u3002 \n\n4. \u5b89\u5168\u6027 \n- \u907f\u514d\u523a\u6fc0\u6027\u8f85\u6599\uff0c\u4fdd\u8bc1\u8f93\u6ce8\u987a\u7545\u548c\u60a3\u8005\u8010\u53d7\u3002 \n\n5. \u517c\u5bb9\u6027 \n- \u4e24\u79cd\u836f\u7269\u5236\u5242\u4e92\u4e0d\u5e72\u6270\uff0c\u9002\u5408\u8054\u5408\u7528\u836f\u3002 \n\n\u4e8c\u3001\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5236\u5242\u65b9\u6848\uff08\u4f18\u5316\u90e8\u5206\uff09\n\n1. \u5242\u578b\u9009\u62e9 \n- \u7ef4\u6301\u6c34\u6eb6\u6027\u76d0\u9178\u76d0\u6ce8\u5c04\u6db2\uff0cpH 4.5-5.5\u3002 \n\n2. \u8f85\u6599\u7ec4\u6210\u4f18\u5316 \n- \u7f13\u51b2\u4f53\u7cfb\uff1a\u918b\u9178\u94a0-\u918b\u9178\u7f13\u51b2\u4f53\u7cfb\uff0c\u4f18\u5316\u7f13\u51b2\u5bb9\u91cf\uff0c\u589e\u5f3apH\u7a33\u5b9a\u6027\u3002 \n- 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\n\n\u4e09\u3001\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5236\u5242\u65b9\u6848\uff08\u4f18\u5316\u90e8\u5206\uff09\n\n1. \u5242\u578b\u9009\u62e9 \n- \u4f4e\u7c98\u5ea6PEG\u63a5\u679d\u534a\u80f1\u6c28\u9178\u884d\u751f\u7269\u5fae\u7403\u60ac\u6d6e\u6db2\u6216\u6c34\u51dd\u80f6\u60ac\u6d6e\u6db2\u3002 \n\n2. \u8f85\u6599\u7ec4\u6210 \n- \u7f13\u51b2\u4f53\u7cfb\uff1a\u78f7\u9178\u76d0\u7f13\u51b2\u6db2\uff0cpH 6.5-7.5\uff0c\u4f18\u5316\u7f13\u51b2\u80fd\u529b\uff0c\u7a33\u5b9a\u805a\u5408\u7269\u7ed3\u6784\u3002 \n- \u6297\u6c27\u5316\u5242\uff1a\u5fae\u91cf\u8c37\u80f1\u7518\u80bd\u6216\u7852\u5316\u7269\u884d\u751f\u7269\u3002 \n- \u9632\u8150\u5242\uff1a\u5355\u5242\u91cf\u5305\u88c5\u4f18\u5148\u65e0\u9632\u8150\u5242\u3002 \n- \u7a33\u5b9a\u5242\uff1a\u805a\u4e59\u4e8c\u9187\u3001\u8517\u7cd6\u7b49\uff0c\u9632\u6b62\u9897\u7c92\u805a\u96c6\u3002 \n\n3. \u7269\u7406\u7a33\u5b9a\u6027\u53ca\u6d41\u53d8\u5b66\u4f18\u5316 \n- 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\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u914d\u5907\u4e24\u5957\u72ec\u7acb\u8f93\u6ce8\u7ba1\u8def\uff0c\u652f\u6301\u540c\u65f6\u6216\u987a\u5e8f\u7ed9\u836f\u3002 \n- \u7b80\u6613\u64cd\u4f5c\u6307\u5f15\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u5feb\u901f\u8bc6\u522b\u53ca\u64cd\u4f5c\u3002 \n\n2. \u7ed9\u836f\u65b9\u5f0f \n- \u9759\u8109\u5feb\u901f\u63a8\u6ce8\u6216\u8fde\u7eed\u8f93\u6ce8\uff0c\u5242\u91cf\u53ca\u9891\u6b21\u57fa\u4e8ePK/PD\u6a21\u578b\u3002 \n- \u8f93\u6ce8\u88c5\u7f6e\u9009\u7528\u8010\u6781\u7aef\u6e29\u5ea6\u548c\u9707\u52a8\u7684\u533b\u7528\u7ea7\u5851\u6599\uff0c\u4fdd\u8bc1\u8f93\u6ce8\u987a\u7545\u3002 \n\n3. \u5feb\u901f\u68c0\u6d4b\u652f\u6301 \n- \u9884\u7559\u53d6\u6837\u53e3\uff0c\u4fbf\u4e8e\u73b0\u573a\u91c7\u6837\u68c0\u6d4bNO\u91ca\u653e\u3001\u708e\u75c7\u56e0\u5b50\u7b49\u6307\u6807\u3002 \n\n\u4e94\u3001\u603b\u7ed3\n\n- \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u6ce8\u5c04\u6db2\u52a0\u5165\u70ed\u7a33\u5b9a\u8f85\u52a9\u5242\uff0c\u5f3a\u5316\u9ad8\u6e29\u6761\u4ef6\u4e0b\u916f\u952e\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u5feb\u901f\u4ee3\u8c22\u540c\u65f6\u907f\u514d\u63d0\u524d\u6c34\u89e3\u3002 \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5fae\u7403\u60ac\u6d6e\u6db2\u901a\u8fc7\u6d41\u53d8\u5b66\u6a21\u62df\u548c\u7c92\u5f84\u4f18\u5316\uff0c\u786e\u4fdd\u9002\u5e94\u8f93\u6ce8\u88c5\u7f6e\u6d41\u901f\uff0c\u907f\u514d\u5835\u585e\u3002 \n- \u4e24\u79cd\u5236\u5242\u5206\u5f00\u5305\u88c5\uff0c\u9002\u914d\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\uff0c\u6ee1\u8db3\u6218\u573a\u5feb\u901f\u7b80\u4fbf\u5b89\u5168\u7ed9\u836f\u9700\u6c42\u3002 \n- \u5236\u5242\u5177\u5907\u826f\u597d\u7269\u7406\u5316\u5b66\u7a33\u5b9a\u6027\u548c\u751f\u7269\u76f8\u5bb9\u6027\uff0c\u652f\u6301\u6781\u7aef\u73af\u5883\u50a8\u5b58\u548c\u4f7f\u7528\u3002 \n\n\u4e0b\u4e00\u6b65\u5efa\u8bae\uff1a\n\n- 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\u63a8\u8fdb\u4f53\u5916\u53ca\u52a8\u7269\u6a21\u578b\u9a8c\u8bc1\uff0c\u786e\u4fdd\u5236\u5242\u6027\u80fd\u6ee1\u8db3\u4e34\u5e8a\u8f6c\u5316\u548c\u6218\u573a\u5e94\u7528\u9700\u6c42\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u4f18\u5316\u540e\u7684\u5236\u5242\u65b9\u6848\uff0c\u5145\u5206\u54cd\u5e94\u4e86\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u63d0\u5347\u4e86\u836f\u7269\u5236\u5242\u7684\u7a33\u5b9a\u6027\u548c\u9002\u7528\u6027\uff0c\u4fdd\u969c\u6218\u573a\u6025\u6551\u7528\u836f\u7684\u5b89\u5168\u9ad8\u6548\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6574\u5408\u836f\u7269\u7ed3\u6784\u4f18\u5316\u548c\u5236\u5242\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u75c5\u7406\u673a\u5236\u548c\u8840\u6d41\u52a8\u529b\u5b66\u4f18\u5316\u65b9\u5411\uff0c\u836f\u7269\u5316\u5b66\u5bb6\u8bbe\u8ba1\u4e86\u5177\u4f53\u7684\u5206\u5b50\u7ed3\u6784\u4f18\u5316\u65b9\u6848\uff0c\u5236\u5242\u5de5\u7a0b\u5e08\u7ed3\u5408\u6218\u573a\u6025\u6551\u73af\u5883\u9700\u6c42\uff0c\u8bbe\u8ba1\u5e76\u4f18\u5316\u4e86\u76f8\u5e94\u7684\u836f\u7269\u5236\u5242\u65b9\u6848\uff0c\u6700\u7ec8\u5f62\u6210\u4e86\u4e00\u4e2a\u7cfb\u7edf\u5b8c\u5584\u3001\u517c\u987e\u836f\u7269\u6d3b\u6027\u3001\u7a33\u5b9a\u6027\u548c\u5b9e\u7528\u6027\u7684\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u4fdd\u8bc1\u4e86\u836f\u7269\u7684\u5feb\u901f\u8d77\u6548\u548c\u53ef\u63a7\u4ee3\u8c22\uff0c\u8fd8\u517c\u987e\u4e86\u5bb9\u91cf\u8865\u5145\u7684\u6301\u7eed\u6027\u3001\u6297\u708e\u514d\u75ab\u8c03\u8282\u53ca\u5185\u76ae\u4fdd\u62a4\u529f\u80fd\uff0c\u540c\u65f6\u6ee1\u8db3\u4e86\u6218\u573a\u6781\u7aef\u73af\u5883\u4e0b\u7684\u50a8\u5b58\u548c\u64cd\u4f5c\u9700\u6c42\u3002\n\n\u4ee5\u4e0b\u662f\u6574\u5408\u540e\u7684\u5b8c\u6574\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\u62a5\u544a\uff1a\n\n```\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\n\u4e00\u3001\u836f\u7269\u7ed3\u6784\u4f18\u5316\u65b9\u6848\n\n1. \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u7ed3\u6784\u8bbe\u8ba1 \n- \u6838\u5fc3\u7ed3\u6784\u4e3a4-\u6c1f-3-\u7f9f\u57fa\u82ef\u57fa\u4fa7\u94fe\uff0c\u589e\u5f3a\u5bf9\u03b11\u53d7\u4f53\u7684\u9009\u62e9\u6027\uff0c\u51cf\u5c11\u5bf9\u03b2\u53d7\u4f53\u7684\u975e\u7279\u5f02\u6027\u6fc0\u6d3b\uff0c\u964d\u4f4e\u5fc3\u7387\u5f02\u5e38\u98ce\u9669\u3002 \n- \u5728\u4fa7\u94fe\u672b\u7aef\u5f15\u5165\u77ed\u94fe\u916f\u57fa\u56e2\uff08\u5982\u4e59\u9178\u916f\uff09\uff0c\u4f5c\u4e3a\u4ee3\u8c22\u201c\u5f00\u5173\u201d\uff0c\u901a\u8fc7\u8840\u6d46\u916f\u9176\u5feb\u901f\u6c34\u89e3\uff0c\u5b9e\u73b0\u534a\u8870\u671f\u53ef\u63a7\uff0c\u4fdd\u8bc1\u8840\u7ba1\u6536\u7f29\u6548\u5e94\u5feb\u901f\u542f\u52a8\u4e14\u9002\u65f6\u6d88\u9000\u3002 \n- \u5f15\u5165\u6c1f\u539f\u5b50\u63d0\u9ad8\u5bf9\u6c27\u5316\u9176\u4ee3\u8c22\u7684\u7a33\u5b9a\u6027\uff0c\u540c\u65f6\u4e0d\u5f71\u54cd\u916f\u9176\u6c34\u89e3\u4f4d\u70b9\u3002 \n- \u901a\u8fc7\u7f9f\u57fa\u548c\u80fa\u57fa\u7684\u5408\u7406\u4f4d\u7f6e\u8c03\u6574\uff0c\u589e\u5f3a\u4e0e\u03b11\u53d7\u4f53\u5173\u952e\u7ed3\u5408\u4f4d\u70b9\u7684\u6c22\u952e\u548c\u79bb\u5b50\u952e\u4f5c\u7528\uff0c\u63d0\u5347\u53d7\u4f53\u4eb2\u548c\u529b\u3002\n\n2. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5206\u5b50\u8bbe\u8ba1 \n- \u91c7\u7528\u4f4e\u5206\u5b50\u91cf\u805a\u4e59\u4e8c\u9187\uff08PEG\uff09\u9aa8\u67b6\uff0c\u63a5\u679d\u534a\u80f1\u6c28\u9178\u884d\u751f\u7269\uff0c\u8d4b\u4e88\u6297\u6c27\u5316\u548c\u5185\u76ae\u4fdd\u62a4\u529f\u80fd\u3002 \n- \u90e8\u5206\u4ea4\u8054\u5f62\u6210\u5fae\u7403\u6216\u6c34\u51dd\u80f6\u60ac\u6d6e\u6db2\uff0c\u8c03\u8282\u5206\u5b50\u91cf\u548c\u9ecf\u5ea6\uff0c\u4fdd\u8bc1\u8840\u6db2\u6d41\u53d8\u5b66\u7a33\u5b9a\u6027\uff0c\u4fc3\u8fdb\u5fae\u5faa\u73af\u704c\u6ce8\u3002 \n- \u5f15\u5165\u542b\u7852\u6216\u542b\u786b\u7684\u5c0f\u5206\u5b50\u57fa\u56e2\uff0c\u6a21\u62df\u8c37\u80f1\u7518\u80bd\u8fc7\u6c27\u5316\u7269\u9176\u6d3b\u6027\uff0c\u589e\u5f3a\u81ea\u7531\u57fa\u6e05\u9664\u80fd\u529b\u3002 \n- \u8bbe\u8ba1\u7f13\u91ca\u4ea4\u8054\u7ed3\u6784\uff0c\u786e\u4fdd\u5bb9\u91cf\u8865\u5145\u7684\u6301\u7eed\u6027\u3002\n\n3. \u6297\u708e\u53ca\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u529f\u80fd \n- \u5728\u836f\u7269\u5206\u5b50\u4fa7\u94fe\u5f15\u5165\u5421\u5576\u6216\u54aa\u5511\u73af\uff0c\u6a21\u62df\u514d\u75ab\u8c03\u8282\u5206\u5b50\uff0c\u8c03\u8282\u708e\u75c7\u56e0\u5b50\u8868\u8fbe\uff0c\u4fc3\u8fdbIL-10\u4e0a\u8c03\uff0c\u6291\u5236TNF-\u03b1\u548cIL-6\u3002 \n- \u5f15\u5165\u90bb\u7fa7\u57fa\u82b3\u9999\u65cf\u7ed3\u6784\uff0c\u6291\u5236\u8840\u5c0f\u677fCD62P\u8868\u8fbe\u53ca\u805a\u96c6\uff0c\u51cf\u5c11\u5fae\u8840\u6813\u98ce\u9669\u3002 \n- \u6297\u6c27\u5316\u7ed3\u6784\u4e0e\u6297\u8840\u5c0f\u677f\u6d3b\u5316\u529f\u80fd\u534f\u540c\uff0c\u589e\u5f3a\u5185\u76ae\u4fdd\u62a4\u3002\n\n4. \u8054\u5408\u7528\u836f\u914d\u65b9\u517c\u5bb9\u6027 \n- \u8c03\u6574pKa\u503c\uff0c\u4fdd\u8bc1\u4e24\u79cd\u836f\u7269\u5728\u4e2d\u6027\u81f3\u5fae\u9178\u6027pH\u7a33\u5b9a\u3002 \n- \u8bbe\u8ba1\u836f\u7269\u76d0\u5f62\u5f0f\uff08\u76d0\u9178\u76d0\u3001\u9152\u77f3\u9178\u76d0\uff09\uff0c\u63d0\u9ad8\u6c34\u6eb6\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u51cf\u5c11\u836f\u7269\u95f4\u76f8\u4e92\u4f5c\u7528\u3002 \n- \u4f18\u5316\u5206\u5b50\u6781\u6027\uff0c\u907f\u514d\u6c89\u6dc0\u548c\u5438\u9644\uff0c\u786e\u4fdd\u8054\u5408\u7528\u836f\u65f6\u836f\u6548\u72ec\u7acb\u4e14\u7a33\u5b9a\u3002\n\n\u4e8c\u3001\u836f\u7269\u5236\u5242\u65b9\u6848\n\n1. \u5236\u5242\u603b\u4f53\u8bbe\u8ba1\u539f\u5219 \n- \u7a33\u5b9a\u6027\uff1a\u9002\u5e94\u6781\u7aef\u6e29\u5ea6\uff08-20\u2103\u81f3+50\u2103\uff09\u3001\u9707\u52a8\u53ca\u6e7f\u5ea6\uff0c\u91c7\u7528\u70ed\u7a33\u5b9a\u8f85\u52a9\u5242\u548c\u6297\u6c34\u89e3\u8f85\u6599\uff0c\u786e\u4fdd\u916f\u952e\u7a33\u5b9a\u3002 \n- \u4fbf\u6377\u6027\uff1a\u9002\u914d\u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\uff0c\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u975e\u4e13\u4e1a\u4eba\u5458\u6613\u7528\u3002 \n- \u5feb\u901f\u8d77\u6548\uff1a\u4fdd\u8bc1\u836f\u7269\u5feb\u901f\u91ca\u51fa\uff0c\u6ee1\u8db3\u6025\u6551\u5feb\u901f\u6062\u590d\u8840\u6d41\u52a8\u529b\u5b66\u9700\u6c42\u3002 \n- \u5b89\u5168\u6027\uff1a\u907f\u514d\u523a\u6fc0\u6027\u8f85\u6599\uff0c\u4fdd\u8bc1\u8f93\u6ce8\u987a\u7545\u548c\u60a3\u8005\u8010\u53d7\u3002 \n- \u517c\u5bb9\u6027\uff1a\u4e24\u79cd\u5236\u5242\u4e92\u4e0d\u5e72\u6270\uff0c\u9002\u5408\u8054\u5408\u7528\u836f\u3002\n\n2. \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5236\u5242\u65b9\u6848 \n- \u5242\u578b\uff1a\u6c34\u6eb6\u6027\u76d0\u9178\u76d0\u6ce8\u5c04\u6db2\uff0cpH 4.5-5.5\uff0c\u4fdd\u8bc1\u916f\u952e\u7a33\u5b9a\u4e14\u5feb\u901f\u4ee3\u8c22\u3002 \n- \u8f85\u6599\uff1a\u918b\u9178\u94a0-\u918b\u9178\u7f13\u51b2\u4f53\u7cfb\uff08\u4f18\u5316\u7f13\u51b2\u5bb9\u91cf\uff09\uff0c\u4f4e\u6d53\u5ea6\u6297\u574f\u8840\u9178\u94a0\uff0c\u70ed\u7a33\u5b9a\u8f85\u52a9\u5242\uff08\u7518\u9732\u9187\u3001\u5c71\u68a8\u9187\uff09\uff0c\u9632\u8150\u5242\uff08\u82ef\u624e\u6c2f\u94f5\u6216\u82ef\u915a\uff09\uff0c\u6ce8\u5c04\u7528\u6c34\u3002 \n- \u7269\u7406\u7a33\u5b9a\u6027\uff1a\u65e0\u83cc\u8fc7\u6ee4\u53ca\u65e0\u83cc\u704c\u88c5\uff0c\u65e0\u5149\u4fdd\u62a4\u5305\u88c5\u6750\u6599\u3002 \n- \u50a8\u5b58\u6761\u4ef6\uff1a\u5e38\u6e29\u4f18\u5148\uff0c\u51b7\u85cf\u5907\u9009\uff0c\u786e\u4fdd12\u4e2a\u6708\u7a33\u5b9a\u3002 \n- \u52a0\u5f3a\u70ed\u7a33\u5b9a\u6027\u8bbe\u8ba1\uff0c\u51cf\u5c11\u9ad8\u6e29\u6761\u4ef6\u4e0b\u916f\u952e\u6c34\u89e3\u98ce\u9669\u3002\n\n3. \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5236\u5242\u65b9\u6848 \n- \u5242\u578b\uff1a\u4f4e\u7c98\u5ea6PEG\u63a5\u679d\u534a\u80f1\u6c28\u9178\u884d\u751f\u7269\u5fae\u7403\u60ac\u6d6e\u6db2\u6216\u6c34\u51dd\u80f6\u60ac\u6d6e\u6db2\u3002 \n- \u8f85\u6599\uff1a\u78f7\u9178\u76d0\u7f13\u51b2\u6db2\uff08pH 6.5-7.5\uff09\u3001\u5fae\u91cf\u8c37\u80f1\u7518\u80bd\u6216\u7852\u5316\u7269\u884d\u751f\u7269\u3001\u5355\u5242\u91cf\u5305\u88c5\u4f18\u5148\u65e0\u9632\u8150\u5242\u3001\u805a\u4e59\u4e8c\u9187\u6216\u8517\u7cd6\u9632\u6b62\u9897\u7c92\u805a\u96c6\u3002 \n- \u7269\u7406\u7a33\u5b9a\u6027\u53ca\u6d41\u53d8\u5b66\u4f18\u5316\uff1a\u9ad8\u6548\u5747\u8d28\u6280\u672f\u4fdd\u8bc1\u5fae\u7403\u7c92\u5f84\u5747\u4e00\uff0c\u7ed3\u5408\u8f93\u6ce8\u88c5\u7f6e\u6d41\u901f\u8fdb\u884c\u6d41\u53d8\u5b66\u6a21\u62df\uff0c\u8c03\u6574\u6d53\u5ea6\u548c\u7c92\u5f84\uff0c\u4fdd\u8bc1\u8f93\u6ce8\u987a\u7545\u65e0\u5835\u585e\u3002 \n- \u5305\u88c5\u5bc6\u5c01\u4e25\u5bc6\uff0c\u9632\u6b62\u6c34\u5206\u84b8\u53d1\u548c\u5fae\u751f\u7269\u6c61\u67d3\u3002 \n- \u50a8\u5b58\u6761\u4ef6\uff1a\u5ba4\u6e29\u4f18\u5148\uff0c\u786e\u4fdd6\u4e2a\u6708\u7a33\u5b9a\u3002\n\n4. \u8054\u5408\u7528\u836f\u5236\u5242\u517c\u5bb9\u6027\u53ca\u7ed9\u836f\u65b9\u6848 \n- \u4e24\u79cd\u5236\u5242\u5206\u5f00\u5305\u88c5\uff0c\u907f\u514d\u6df7\u5408\u964d\u89e3\u6216\u6c89\u6dc0\u3002 \n- \u9884\u88c5\u8f93\u6ce8\u88c5\u7f6e\u914d\u5907\u4e24\u5957\u72ec\u7acb\u8f93\u6ce8\u7ba1\u8def\uff0c\u652f\u6301\u540c\u65f6\u6216\u987a\u5e8f\u7ed9\u836f\u3002 \n- 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\u8054\u5408\u7528\u836f\u7ec4\u4e0e\u5355\u836f\u7ec4\u540c\u6b65\u8fdb\u884c\uff0c\u52a8\u6001\u8bc4\u4f30\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u3002 \n\n\u56db\u3001\u91c7\u6837\u65b9\u6848 \n- \u8840\u6d46\u91c7\u6837\uff1a \n - \u5355\u6b21\u6ce8\u5c04\u7ec4\uff1a\u7ed9\u836f\u540e0\uff08\u57fa\u7ebf\uff09\u30012\u30015\u300110\u300115\u300130\u5206\u949f\uff0c1\u30012\u30014\u30016\u30018\u300112\u300124\u5c0f\u65f6\uff0c\u91cd\u70b9\u589e\u52a015\u5206\u949f\u5185\u5bc6\u96c6\u91c7\u6837\uff0c\u7cbe\u51c6\u6355\u6349\u916f\u952e\u6c34\u89e3\u53ca\u4ee3\u8c22\u4ea7\u7269\u751f\u6210\u901f\u7387\u3002 \n - \u8fde\u7eed\u8f93\u6ce8\u7ec4\uff1a\u6bcf\u65e5\u591a\u65f6\u70b9\u91c7\u6837\uff08\u5982\u7ed9\u836f\u524d\u3001\u8f93\u6ce8\u4e2d1h\u30014h\u30018h\u300112h\u300124h\uff09\uff0c\u52a8\u6001\u76d1\u6d4b\u7a33\u6001\u6d53\u5ea6\u53ca\u4ee3\u8c22\u53d8\u5316\u3002 \n- \u7ec4\u7ec7\u91c7\u6837\uff1a\u5fc3\u810f\u3001\u809d\u810f\u3001\u80be\u810f\u3001\u80ba\u3001\u813e\u810f\u3001\u8111\u7ec4\u7ec7\uff0c\u91cd\u70b9\u5206\u6790\u836f\u7269\u53ca\u4ee3\u8c22\u7269\u5206\u5e03\uff0c\u7279\u522b\u5173\u6ce8PEG\u884d\u751f\u7269\u5728\u514d\u75ab\u5668\u5b98\u53ca\u6392\u6cc4\u5668\u5b98\u7684\u84c4\u79ef\u60c5\u51b5\u3002 \n- \u5c3f\u6db2\u53ca\u7caa\u4fbf\u91c7\u96c6\uff1a\u8fde\u7eed\u6536\u96c6\uff0c\u8bc4\u4f30\u6392\u6cc4\u9014\u5f84\u53ca\u4ee3\u8c22\u4ea7\u7269\u6392\u6cc4\u52a8\u529b\u5b66\u3002 \n- \u4ee3\u8c22\u4ea7\u7269\u6bd2\u7406\u5b66\u91c7\u6837\uff1a\u540c\u6b65\u91c7\u96c6\u8840\u6db2\u53ca\u7ec4\u7ec7\u6837\u672c\uff0c\u68c0\u6d4b\u6c27\u5316\u5e94\u6fc0\u3001\u708e\u75c7\u56e0\u5b50\u53ca\u7ec6\u80de\u635f\u4f24\u6807\u5fd7\u7269\uff0c\u8054\u52a8\u5206\u6790\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\u4e0e\u6bd2\u6027\u6307\u6807\u3002 \n\n\u4e94\u3001\u5206\u6790\u65b9\u6cd5 \n- LC-MS/MS\uff1a\u9ad8\u7075\u654f\u5ea6\u5b9a\u91cf\u5206\u6790\u836f\u7269\u53ca\u4e3b\u8981\u4ee3\u8c22\u4ea7\u7269\uff0c\u5305\u62ec\u916f\u952e\u6c34\u89e3\u4ea7\u7269\u3002 \n- \u9176\u6d3b\u6027\u6d4b\u5b9a\uff1a\u8840\u6d46\u916f\u9176\u6d3b\u6027\u52a8\u6001\u76d1\u6d4b\uff0c\u5173\u8054\u916f\u952e\u6c34\u89e3\u901f\u7387\u3002 \n- \u8367\u5149\u6807\u8bb0\u6216\u653e\u5c04\u6027\u793a\u8e2a\uff08\u5982\u9002\u7528\uff09\uff1a\u8ffd\u8e2aPEG\u884d\u751f\u7269\u4f53\u5185\u5206\u5e03\u53ca\u84c4\u79ef\uff0c\u52a8\u6001\u89c2\u5bdf\u7ec4\u7ec7\u5206\u5e03\u53d8\u5316\u3002 \n- \u4ee3\u8c22\u4ea7\u7269\u9274\u5b9a\u53ca\u6bd2\u7406\u5b66\u8bc4\u4f30\uff1a \n - \u7ed3\u5408\u4f53\u5916\u809d\u5fae\u7c92\u4f53\u57f9\u517b\u53ca\u7ec6\u80de\u6a21\u578b\uff0c\u9a8c\u8bc1\u4ee3\u8c22\u9014\u5f84\u53ca\u4ee3\u8c22\u4ea7\u7269\u6bd2\u7406\u5b66\u6548\u5e94\u3002 \n - \u4f53\u5185\u6bd2\u7406\u5b66\u6307\u6807\u68c0\u6d4b\uff08\u6c27\u5316\u5e94\u6fc0\u3001\u708e\u75c7\u56e0\u5b50\u3001\u7ec6\u80de\u51cb\u4ea1\u6807\u5fd7\u7b49\uff09\uff0c\u5efa\u7acb\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\u4e0e\u6bd2\u6027\u54cd\u5e94\u7684\u5173\u8054\u6a21\u578b\u3002 \n- \u8054\u5408\u7528\u836fPK\u76f8\u4e92\u4f5c\u7528\u5206\u6790\uff1a\u91c7\u7528\u975e\u7ebf\u6027\u6df7\u5408\u6548\u5e94\u6a21\u578b\uff08NONMEM\uff09\u7b49\u7edf\u8ba1\u5de5\u5177\uff0c\u52a8\u6001\u8bc4\u4f30\u836f\u7269\u95f4\u76f8\u4e92\u5f71\u54cd\u3002 \n\n\u516d\u3001\u6570\u636e\u5206\u6790 \n- \u8ba1\u7b97\u5173\u952ePK\u53c2\u6570\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\u3001\u6e05\u9664\u7387\u3001\u5206\u5e03\u5bb9\u79ef\u7b49\uff09\uff0c\u591a\u5242\u91cf\u3001\u591a\u6a21\u578b\u95f4\u5bf9\u6bd4\u5206\u6790\u3002 \n- \u91cd\u70b9\u5206\u6790\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\u5bf9\u836f\u7269\u534a\u8870\u671f\u53ca\u4f5c\u7528\u65f6\u95f4\u7684\u5f71\u54cd\uff0c\u9a8c\u8bc1\u5feb\u901f\u8d77\u6548\u53ca\u5b89\u5168\u6d88\u9000\u673a\u5236\u3002 \n- \u5efa\u7acbPK/PD\u6a21\u578b\uff0c\u7ed3\u5408\u5fc3\u8840\u7ba1\u529f\u80fd\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6bd2\u7406\u5b66\u6307\u6807\uff0c\u9884\u6d4b\u4e34\u5e8a\u5b89\u5168\u5242\u91cf\u8303\u56f4\u3002 \n- \u8054\u52a8\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\u4e0e\u6bd2\u6027\u6307\u6807\uff0c\u5f00\u5c55\u76f8\u5173\u6027\u5206\u6790\uff0c\u8bc6\u522b\u6f5c\u5728\u5b89\u5168\u98ce\u9669\u3002 \n- \u8054\u5408\u7528\u836f\u7ec4PK\u6570\u636e\u7edf\u8ba1\u5206\u6790\uff0c\u8bc6\u522b\u5e76\u91cf\u5316\u6f5c\u5728\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u3002 \n\n\u4e03\u3001\u7279\u6b8a\u8003\u8651 \n- \u91cd\u70b9\u5173\u6ce8\u916f\u952e\u5feb\u901f\u6c34\u89e3\u5bf9\u836f\u6548\u8d77\u59cb\u53ca\u6d88\u9000\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u5feb\u901f\u8d77\u6548\u4e14\u907f\u514d\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u3002 \n- \u8bc4\u4f30PEG\u63a5\u679d\u5206\u5b50\u91cf\u53ca\u4ea4\u8054\u7a0b\u5ea6\u5bf9\u4f53\u5185\u6e05\u9664\u7387\u53ca\u7ec4\u7ec7\u84c4\u79ef\u7684\u5f71\u54cd\u3002 \n- \u5145\u5206\u8003\u8651\u75c5\u7406\u72b6\u6001\uff08\u5931\u8840\u6027\u4f11\u514b\uff09\u5bf9\u836f\u7269\u5206\u5e03\u53ca\u4ee3\u8c22\u7684\u5f71\u54cd\uff0c\u6307\u5bfc\u4e34\u5e8a\u7ed9\u836f\u7b56\u7565\u8c03\u6574\u3002 \n- \u52a0\u5f3a\u8f93\u6ce8\u88c5\u7f6e\u5bf9\u836f\u7269\u7a33\u5b9a\u6027\u53caPK\u53c2\u6570\u5f71\u54cd\u7684\u52a8\u6001\u76d1\u6d4b\uff0c\u786e\u4fdd\u4e34\u5e8a\u8f93\u6ce8\u5b89\u5168\u3002 \n\n\u603b\u7ed3\uff1a \n\u4f18\u5316\u540e\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u53cd\u9988\uff0c\u5f3a\u5316\u4ee3\u8c22\u4ea7\u7269\u6bd2\u7406\u5b66\u8054\u52a8\u5206\u6790\u53ca\u591a\u6a21\u578b\u591a\u65f6\u95f4\u70b9\u91c7\u6837\u8bbe\u8ba1\uff0c\u7cfb\u7edf\u8bc4\u4f30\u836f\u7269\u4f53\u5185\u884c\u4e3a\u53ca\u5b89\u5168\u6027\uff0c\u91cd\u70b9\u9a8c\u8bc1\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\u7684\u53ef\u63a7\u6027\u53ca\u8054\u5408\u7528\u836fPK\u517c\u5bb9\u6027\uff0c\u4e3a\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5242\u91cf\u8bbe\u8ba1\u63d0\u4f9b\u66f4\u4e3a\u575a\u5b9e\u3001\u79d1\u5b66\u7684\u4f9d\u636e\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u8ba1\u5212\uff0c\u63d0\u4ea4\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u57fa\u4e8e\u4f18\u5316\u836f\u7269\u53ca\u5236\u5242\u65b9\u6848\uff0c\u7ed3\u5408\u6211\u4e0e\u836f\u7269\u5316\u5b66\u5bb6\u5171\u540c\u5b8c\u5584\u7684\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u548c\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u65b9\u6848\uff0c\u73b0\u5c06\u4e24\u90e8\u5206\u5185\u5bb9\u6574\u5408\u5f62\u6210\u5b8c\u6574\u7684\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u8ba1\u5212\u3002\u8be5\u8ba1\u5212\u79d1\u5b66\u4e25\u8c28\uff0c\u8986\u76d6\u591a\u52a8\u7269\u6a21\u578b\u3001\u591a\u65f6\u95f4\u70b9\u91c7\u6837\uff0c\u91cd\u70b9\u56f4\u7ed5\u836f\u7269\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\u3001\u8054\u5408\u7528\u836f\u517c\u5bb9\u6027\u53ca\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u72b6\u6001\u5c55\u5f00\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u6709\u6548\uff0c\u4e3a\u540e\u7eed\u4e34\u5e8a\u8bd5\u9a8c\u548c\u6218\u573a\u5e94\u7528\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u4e3a\u6574\u5408\u540e\u7684\u5b8c\u6574\u4e34\u5e8a\u524d\u5b89\u5168\u6027\u4e0e\u836f\u4ee3\u52a8\u529b\u5b66\u7814\u7a76\u8ba1\u5212\u53ca\u9884\u671f\u83b7\u5f97\u7684\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u3002\n\n```\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\n\u4e00\u3001\u7814\u7a76\u76ee\u7684\n1. \u660e\u786e\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u53ca\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u7684\u6025\u6027\u53ca\u4e9a\u6025\u6027\u6bd2\u6027\uff0c\u8bc4\u4f30\u5bf9\u91cd\u8981\u810f\u5668\uff08\u5fc3\u810f\u3001\u809d\u810f\u3001\u80be\u810f\u3001\u80ba\u3001\u795e\u7ecf\u7cfb\u7edf\uff09\u7684\u5b89\u5168\u6027\u5f71\u54cd\u3002\n2. \u8bc4\u4f30\u836f\u7269\u53ca\u5236\u5242\u5bf9\u8840\u6d41\u52a8\u529b\u5b66\u3001\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u3001\u8840\u6db2\u5b66\u6307\u6807\u53ca\u8840\u6db2\u6d41\u53d8\u5b66\u7684\u5f71\u54cd\u3002\n3. \u786e\u5b9a\u6700\u5927\u8010\u53d7\u5242\u91cf\uff08MTD\uff09\u3001\u65e0\u89c2\u5bdf\u5230\u4e0d\u826f\u53cd\u5e94\u5242\u91cf\uff08NOAEL\uff09\u53ca\u5242\u91cf\u4f9d\u8d56\u6027\u6bd2\u6027\u8868\u73b0\u3002\n4. \u660e\u786e\u836f\u7269\u4f53\u5185\u5438\u6536\u3001\u5206\u5e03\u3001\u4ee3\u8c22\u548c\u6392\u6cc4\uff08ADME\uff09\u7279\u5f81\uff0c\u91cd\u70b9\u9a8c\u8bc1\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\u7684\u53ef\u63a7\u6027\u3002\n5. \u8054\u52a8\u4ee3\u8c22\u4ea7\u7269\u6bd2\u7406\u5b66\u68c0\u6d4b\uff0c\u5efa\u7acb\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\u4e0e\u6bd2\u6027\u6807\u5fd7\u7269\u7684\u76f8\u5173\u6027\u5206\u6790\u3002\n6. \u8bc4\u4f30\u8054\u5408\u7528\u836f\u65f6\u836f\u4ee3\u52a8\u529b\u5b66\u76f8\u4e92\u4f5c\u7528\uff0c\u786e\u4fdd\u836f\u6548\u72ec\u7acb\u4e14\u65e0\u663e\u8457\u4e0d\u826f\u76f8\u4e92\u5f71\u54cd\u3002\n7. \u9a8c\u8bc1\u8f93\u6ce8\u88c5\u7f6e\u53ca\u5236\u5242\u517c\u5bb9\u6027\u5bf9\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u5b89\u5168\u6027\u7684\u5f71\u54cd\u3002\n\n\u4e8c\u3001\u7814\u7a76\u52a8\u7269\u6a21\u578b\n1. \u5c0f\u9f20\u548c\u5927\u9f20\n - \u6025\u6027\u53ca\u4e9a\u6025\u6027\u6bd2\u6027\u7b5b\u67e5\u3002\n - \u521d\u6b65PK\u53c2\u6570\u6d4b\u5b9a\u53ca\u4ee3\u8c22\u4ea7\u7269\u5b9a\u6027\u5b9a\u91cf\u3002\n2. \u732a\u6216\u72ac\n - \u5927\u52a8\u7269\u8840\u6d41\u52a8\u529b\u5b66\u53ca\u8f93\u6ce8\u88c5\u7f6e\u6a21\u62df\u3002\n - \u52a8\u6001\u76d1\u6d4b\u8840\u836f\u6d53\u5ea6\u53ca\u751f\u7406\u6307\u6807\u3002\n3. \u5931\u8840\u6027\u4f11\u514b\u6a21\u578b\uff08\u5927\u9f20\u5c3e\u52a8\u8109\u5931\u8840\u6a21\u578b\u3001\u732a\u5931\u8840\u6a21\u578b\uff09\n - \u6a21\u62df\u4e34\u5e8a\u6025\u6551\u73af\u5883\uff0c\u8bc4\u4f30\u75c5\u7406\u72b6\u6001\u4e0b\u836f\u7269PK\u53ca\u6bd2\u6027\u8868\u73b0\u3002\n\n\u4e09\u3001\u7ed9\u836f\u65b9\u6848\n1. \u7ed9\u836f\u9014\u5f84\uff1a\u9759\u8109\u6ce8\u5c04\uff0c\u6a21\u62df\u4e34\u5e8a\u7ed9\u836f\u65b9\u5f0f\u3002\n2. \u5242\u91cf\u68af\u5ea6\uff1a\u8986\u76d6\u4e34\u5e8a\u9884\u671f\u5242\u91cf\u76841\u500d\u30013\u500d\u53ca10\u500d\u3002\n3. \u7ed9\u836f\u65b9\u5f0f\uff1a\n - 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\u6309\u9884\u5b9a\u91c7\u6837\u65f6\u95f4\u70b9\u91c7\u96c6\u8840\u6db2\u6837\u672c\uff0c\u8fdb\u884cPK\u53ca\u6bd2\u7406\u5b66\u76d1\u6d4b\u3002 \n4. \u8fde\u7eed\u89c2\u5bdf\u81f3\u5c117\u5929\uff0c\u6700\u957f14\u5929\uff0c\u8bc4\u4f30\u4e9a\u6025\u6027\u5b89\u5168\u6027\u53ca\u7597\u6548\u3002 \n5. \u8bbe\u7acb\u72ec\u7acb\u5b89\u5168\u76d1\u6d4b\u59d4\u5458\u4f1a\uff0c\u5b9e\u65f6\u8bc4\u4f30\u4e0d\u826f\u4e8b\u4ef6\uff0c\u786e\u4fdd\u8bd5\u9a8c\u5b89\u5168\u3002 \n\n\u4e94\u3001\u7279\u6b8a\u8003\u8651\u53ca\u4fdd\u969c\u63aa\u65bd \n1. \u6218\u573a\u73af\u5883\u4e0b\u64cd\u4f5c\u7b80\u4fbf\uff0c\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027\u826f\u597d\uff0c\u786e\u4fdd\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u5feb\u901f\u8f93\u6ce8\u3002 \n2. \u5145\u5206\u8003\u8651\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u72b6\u6001\u5bf9\u836f\u7269\u5206\u5e03\u53ca\u4ee3\u8c22\u7684\u5f71\u54cd\uff0c\u53ca\u65f6\u8c03\u6574\u5242\u91cf\u3002 \n3. \u5efa\u7acb\u5feb\u901f\u6570\u636e\u53cd\u9988\u673a\u5236\uff0c\u4fbf\u4e8e\u52a8\u6001\u8c03\u6574\u8bd5\u9a8c\u65b9\u6848\u3002 \n4. \u91cd\u70b9\u76d1\u6d4bPEG\u884d\u751f\u7269\u84c4\u79ef\u53ca\u4ee3\u8c22\u4ea7\u7269\u6bd2\u6027\uff0c\u907f\u514d\u6f5c\u5728\u9776\u5668\u5b98\u635f\u4f24\u3002 \n5. \u9884\u5907\u5e94\u6025\u62a2\u6551\u8bbe\u5907\u53ca\u836f\u7269\uff0c\u786e\u4fdd\u60a3\u8005\u5b89\u5168\u3002 \n\n\u516d\u3001\u9884\u671f\u6210\u679c \n1. \u660e\u786e\u4e34\u5e8a\u5b89\u5168\u5242\u91cf\u8303\u56f4\u53ca\u521d\u6b65\u6709\u6548\u6027\u8bc1\u636e\u3002 \n2. \u9a8c\u8bc1\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u517c\u5bb9\u6027\u3002 \n3. \u63d0\u4f9b\u6218\u573a\u6025\u6551\u5e94\u7528\u7684\u4e34\u5e8a\u4f9d\u636e\u53ca\u64cd\u4f5c\u89c4\u8303\u3002 \n4. \u4e3a\u540e\u7eed\u5927\u89c4\u6a21\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u836f\u54c1\u6ce8\u518c\u63d0\u4f9b\u79d1\u5b66\u6570\u636e\u652f\u6301\u3002 \n\n\u7efc\u4e0a\uff0c\u8bd5\u9a8c\u8bbe\u8ba1\u7d27\u5bc6\u7ed3\u5408\u4e34\u5e8a\u524d\u6570\u636e\u4e0e\u6218\u573a\u6025\u6551\u5b9e\u9645\uff0c\u517c\u987e\u5feb\u901f\u8d77\u6548\u3001\u5b89\u5168\u6027\u53ca\u64cd\u4f5c\u7b80\u4fbf\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\uff0c\u63d0\u51fa\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u76f8\u5173\u7684\u836f\u7269\u4f5c\u7528\u9776\u70b9\u548c\u7597\u6548\u8bc4\u4ef7\u6307\u6807\uff0c\u4ee5\u6307\u5bfc\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u53ca\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u63d0\u51fa\u4ee5\u4e0b\u836f\u7269\u4f5c\u7528\u9776\u70b9\u548c\u7597\u6548\u8bc4\u4ef7\u6307\u6807\uff0c\u4ee5\u6307\u5bfc\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\uff1a\n\n\u4e00\u3001\u5931\u8840\u6027\u4f11\u514b\u7684\u5173\u952e\u75c5\u7406\u751f\u7406\u673a\u5236\u53ca\u5bf9\u5e94\u836f\u7269\u4f5c\u7528\u9776\u70b9\n\n1. \u8840\u6d41\u52a8\u529b\u5b66\u5931\u8861\u4e0e\u5fc3\u8840\u7ba1\u529f\u80fd\u969c\u788d \n - \u9776\u70b9\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\uff08\u8840\u7ba1\u6536\u7f29\uff0c\u7ef4\u6301\u8840\u538b\uff09 \n - \u673a\u5236\uff1a\u5931\u8840\u5bfc\u81f4\u5faa\u73af\u8840\u5bb9\u91cf\u4e0b\u964d\uff0c\u8840\u538b\u9aa4\u964d\uff1b\u03b11\u53d7\u4f53\u6fc0\u52a8\u5242\u901a\u8fc7\u8840\u7ba1\u6536\u7f29\u7ef4\u6301\u704c\u6ce8\u538b\uff0c\u6539\u5584\u7ec4\u7ec7\u704c\u6ce8\u3002 \n - \u8bc4\u4ef7\u6307\u6807\uff1a\u8840\u538b\uff08\u6536\u7f29\u538b\u3001\u8212\u5f20\u538b\u3001\u5e73\u5747\u52a8\u8109\u538b\uff09\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\u3001\u5fc3\u808c\u9176\u8c31\uff08CK-MB\u3001TnI\uff09\u3002\n\n2. \u7ec4\u7ec7\u7f3a\u6c27\u53ca\u4ee3\u8c22\u7d0a\u4e71 \n - \u9776\u70b9\uff1a\u6539\u5584\u5fae\u5faa\u73af\u53ca\u6c27\u4f9b \n - \u673a\u5236\uff1a\u8840\u5bb9\u91cf\u4e0d\u8db3\u5f15\u8d77\u7ec4\u7ec7\u7f3a\u6c27\uff0c\u5bfc\u81f4\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\u548c\u7ec6\u80de\u529f\u80fd\u969c\u788d\u3002\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u901a\u8fc7\u8865\u5145\u5bb9\u91cf\u3001\u6539\u5584\u8840\u6db2\u6d41\u53d8\u6027\uff0c\u4fc3\u8fdb\u5fae\u5faa\u73af\u6062\u590d\u3002 \n - \u8bc4\u4ef7\u6307\u6807\uff1a\u8840\u4e73\u9178\u6c34\u5e73\u3001\u5c3f\u91cf\u3001\u8840\u6c14\u5206\u6790\uff08pH\u3001PaO2\u3001PaCO2\uff09\u3001\u7ec4\u7ec7\u704c\u6ce8\u76f8\u5173\u6307\u6807\u3002\n\n3. \u514d\u75ab\u708e\u75c7\u53cd\u5e94\u8fc7\u5ea6\u6fc0\u6d3b \n - \u9776\u70b9\uff1a\u708e\u75c7\u56e0\u5b50\u8c03\u63a7\uff08TNF-\u03b1\u3001IL-6\u3001IL-10\uff09\u53ca\u6c27\u5316\u5e94\u6fc0\u7f13\u89e3\uff08ROS\u3001MDA\u3001GPx\uff09 \n - \u673a\u5236\uff1a\u5931\u8840\u6027\u4f11\u514b\u8bf1\u53d1\u5168\u8eab\u708e\u75c7\u53cd\u5e94\u7efc\u5408\u5f81\uff08SIRS\uff09\uff0c\u52a0\u91cd\u5668\u5b98\u635f\u4f24\u3002\u836f\u7269\u9700\u5177\u5907\u8c03\u8282\u514d\u75ab\u708e\u75c7\u3001\u51cf\u8f7b\u6c27\u5316\u5e94\u6fc0\u7684\u529f\u80fd\u3002 \n - \u8bc4\u4ef7\u6307\u6807\uff1a\u708e\u75c7\u56e0\u5b50\u6c34\u5e73\uff08TNF-\u03b1\u3001IL-6\u3001IL-10\uff09\u3001\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff08ROS\u3001MDA\u3001GPx\u6d3b\u6027\uff09\u3001\u7ec6\u80de\u635f\u4f24\u6807\u5fd7\u7269\u3002\n\n4. \u5668\u5b98\u529f\u80fd\u969c\u788d\u53ca\u6bd2\u6027\u98ce\u9669 \n - \u9776\u70b9\uff1a\u809d\u80be\u529f\u80fd\u4fdd\u62a4\u53ca\u6bd2\u6027\u76d1\u6d4b \n - \u673a\u5236\uff1a\u836f\u7269\u53ca\u5176\u4ee3\u8c22\u4ea7\u7269\u53ef\u80fd\u5f15\u8d77\u809d\u80be\u6bd2\u6027\uff0c\u9700\u91cd\u70b9\u76d1\u6d4b\u809d\u80be\u529f\u80fd\u6307\u6807\u53ca\u7ec4\u7ec7\u75c5\u7406\u5b66\u53d8\u5316\u3002 \n - \u8bc4\u4ef7\u6307\u6807\uff1a\u8840\u6e05ALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff0c\u809d\u80be\u7ec4\u7ec7\u75c5\u7406\u5b66\u3002\n\n5. \u836f\u7269\u4ee3\u8c22\u4e0e\u6392\u6cc4\u8c03\u63a7 \n - \u9776\u70b9\uff1a\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u673a\u5236\uff08\u916f\u952e\u6c34\u89e3\uff09\u3001PEG\u884d\u751f\u7269\u6e05\u9664 \n - \u673a\u5236\uff1a\u5feb\u901f\u4ee3\u8c22\u786e\u4fdd\u836f\u6548\u8d77\u59cb\u53ca\u65f6\u4e14\u6d88\u9000\u5b89\u5168\uff0c\u907f\u514d\u84c4\u79ef\u6bd2\u6027\u3002 \n - \u8bc4\u4ef7\u6307\u6807\uff1a\u8840\u6d46\u53ca\u7ec4\u7ec7\u4e2d\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\uff08LC-MS/MS\uff09\uff0c\u916f\u9176\u6d3b\u6027\uff0cPEG\u84c4\u79ef\u76d1\u6d4b\u3002\n\n\u4e8c\u3001\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\u5e94\u91cd\u70b9\u7eb3\u5165\u7684\u7597\u6548\u8bc4\u4ef7\u6307\u6807\n\n1. \u8840\u6d41\u52a8\u529b\u5b66\u7a33\u5b9a\u6027 \n - \u4e3b\u8981\u6307\u6807\uff1a\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\u5f02\u5e38\u7387\u3001\u5fc3\u808c\u9176\u8c31\u53d8\u5316\u3002 \n - \u6b21\u8981\u6307\u6807\uff1a\u4f11\u514b\u9006\u8f6c\u65f6\u95f4\u3001\u8840\u6d41\u52a8\u529b\u5b66\u6ce2\u52a8\u5e45\u5ea6\u3002\n\n2. \u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u72b6\u6001 \n - \u4e73\u9178\u6e05\u9664\u7387\u3001\u5c3f\u91cf\u53d8\u5316\u3001\u8840\u6c14\u5206\u6790\u53c2\u6570\uff08\u9178\u78b1\u5e73\u8861\uff09\u3001\u610f\u8bc6\u6c34\u5e73\uff08GCS\u8bc4\u5206\uff09\u3002\n\n3. \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u72b6\u6001 \n - \u708e\u75c7\u56e0\u5b50\uff08TNF-\u03b1\u3001IL-6\u3001IL-10\uff09\u3001\u6c27\u5316\u5e94\u6fc0\u6807\u5fd7\u7269\uff08ROS\u3001MDA\u3001GPx\uff09\u52a8\u6001\u53d8\u5316\u3002\n\n4. \u5668\u5b98\u529f\u80fd\u5b89\u5168\u6027 \n - \u809d\u80be\u529f\u80fd\u6307\u6807\uff08ALT\u3001AST\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff09\u3001\u5168\u8840\u7ec6\u80de\u8ba1\u6570\u3001\u51dd\u8840\u529f\u80fd\uff08PT\u3001aPTT\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7CD62P\uff09\u3002\n\n5. \u836f\u4ee3\u52a8\u529b\u5b66\u4e0e\u6bd2\u7406\u5b66\u6307\u6807 \n - \u8840\u6d46\u53ca\u7ec4\u7ec7\u836f\u7269\u6d53\u5ea6\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\uff09\u3001\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\u4e0e\u6bd2\u6027\u76f8\u5173\u6027\u5206\u6790\u3001\u8054\u5408\u7528\u836fPK\u76f8\u4e92\u4f5c\u7528\u76d1\u6d4b\u3002\n\n6. \u8f93\u6ce8\u88c5\u7f6e\u53ca\u5c40\u90e8\u5b89\u5168\u6027 \n - \u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u3001\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u517c\u5bb9\u6027\u68c0\u6d4b\u7ed3\u679c\u3002\n\n\u4e09\u3001\u603b\u7ed3\n\n\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u7279\u70b9\uff0c\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u5e94\u91cd\u70b9\u56f4\u7ed5\u4ee5\u4e0b\u9776\u70b9\u548c\u6307\u6807\uff1a\n\n- \u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5bf9\u8840\u6d41\u52a8\u529b\u5b66\u7684\u5feb\u901f\u8c03\u8282\u4f5c\u7528\uff1b \n- \u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5bf9\u5bb9\u91cf\u8865\u5145\u53ca\u5fae\u5faa\u73af\u6539\u5584\u7684\u6548\u679c\uff1b \n- \u514d\u75ab\u708e\u75c7\u53cd\u5e94\u53ca\u6c27\u5316\u5e94\u6fc0\u7684\u8c03\u63a7\uff1b \n- \u836f\u7269\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u673a\u5236\u786e\u4fdd\u5feb\u901f\u8d77\u6548\u548c\u5b89\u5168\u6d88\u9000\uff1b \n- \u4ee3\u8c22\u4ea7\u7269\u53caPEG\u884d\u751f\u7269\u7684\u6bd2\u6027\u53ca\u84c4\u79ef\u76d1\u6d4b\uff1b \n- \u591a\u7ef4\u5ea6\u5b89\u5168\u6027\u8bc4\u4ef7\uff0c\u6db5\u76d6\u5fc3\u8840\u7ba1\u3001\u809d\u80be\u529f\u80fd\u53ca\u51dd\u8840\u7cfb\u7edf\u3002\n\n\u4e0a\u8ff0\u9776\u70b9\u548c\u8bc4\u4ef7\u6307\u6807\u5c06\u4e3a\u4e34\u5e8a\u8bd5\u9a8c\u7684\u7597\u6548\u548c\u5b89\u5168\u6027\u8bc4\u4ef7\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\uff0c\u6307\u5bfc\u5242\u91cf\u8c03\u6574\u548c\u8054\u5408\u7528\u836f\u7b56\u7565\uff0c\u786e\u4fdd\u836f\u7269\u5728\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u4e2d\u7684\u5feb\u901f\u6709\u6548\u5e94\u7528\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u7ed3\u5408\u6218\u573a\u5b9e\u9645\u6761\u4ef6\u8c03\u6574\u8bd5\u9a8c\u6d41\u7a0b\u548c\u5e94\u6025\u5904\u7406\u65b9\u6848\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u7ed3\u5408\u4e34\u5e8a\u524d\u7814\u7a76\u6570\u636e\u548c\u6218\u573a\u5b9e\u9645\u6761\u4ef6\uff0c\u73b0\u5bf9\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u5b8c\u5584\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u8bd5\u9a8c\u76ee\u7684\uff08\u4fdd\u6301\u4e0d\u53d8\uff09 \n\u5feb\u901f\u8bc4\u4f30\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u53ca\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5728\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u4e2d\u7684\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u5f81\uff0c\u9a8c\u8bc1\u4e34\u5e8a\u524d\u9884\u6d4b\u7684\u5242\u91cf\u8303\u56f4\u53ca\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8d77\u6548\u4e14\u5b89\u5168\u6d88\u9000\uff0c\u6ee1\u8db3\u6218\u573a\u6025\u6551\u9700\u6c42\u3002\n\n\u4e8c\u3001\u8bd5\u9a8c\u8bbe\u8ba1\u5b8c\u5584 \n1. \u8bd5\u9a8c\u7c7b\u578b\uff1a\u591a\u4e2d\u5fc3\u3001\u968f\u673a\u3001\u5f00\u653e\u6807\u7b7e\u3001\u5242\u91cf\u9012\u589e\u7684I/II\u671f\u4e34\u5e8a\u8bd5\u9a8c\u3002 \n2. \u53d7\u8bd5\u8005\uff1a\u6218\u573a\u6025\u6551\u4e2d\u8bca\u65ad\u4e3a\u5931\u8840\u6027\u4f11\u514b\u7684\u6210\u5e74\u60a3\u8005\uff0c\u5165\u7ec4\u9700\u6ee1\u8db3\u4ee5\u4e0b\u5173\u952e\u6807\u51c6\uff1a \n - \u5931\u8840\u91cf\u53ca\u751f\u547d\u4f53\u5f81\u7b26\u5408\u5931\u8840\u6027\u4f11\u514b\u8bca\u65ad\uff08\u5982\u6536\u7f29\u538b<90 mmHg\uff0c\u5fc3\u7387>100\u6b21/\u5206\uff0c\u4e73\u9178>2 mmol/L\u7b49\uff09 \n - \u6392\u9664\u4e25\u91cd\u65e2\u5f80\u5fc3\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\uff0c\u51cf\u5c11\u6f5c\u5728\u6df7\u6742\u56e0\u7d20\u3002 \n3. \u5206\u7ec4\u8bbe\u8ba1\uff1a \n - \u5355\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5355\u836f\u6cbb\u7597\u3002 \n - \u8054\u5408\u7528\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8054\u5408\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u3002 \n - \u5bf9\u7167\u7ec4\uff1a\u6807\u51c6\u6025\u6551\u63aa\u65bd\uff08\u6db2\u4f53\u590d\u82cf\u7b49\uff09\u3002 \n4. \u5242\u91cf\u8bbe\u5b9a\uff1a\u57fa\u4e8e\u4e34\u5e8a\u524dMTD\u548cNOAEL\uff0c\u8bbe\u5b9a\u4e34\u5e8a\u9884\u671f\u5242\u91cf\u76841\u500d\u30013\u500d\u68af\u5ea6\u5242\u91cf\uff0c\u9010\u6b65\u9012\u589e\uff0c\u5bc6\u5207\u76d1\u6d4b\u5b89\u5168\u6027\u3002 \n5. \u7ed9\u836f\u65b9\u5f0f\uff1a\u9759\u8109\u6ce8\u5c04\uff0c\u6a21\u62df\u4e34\u5e8a\u5feb\u901f\u8f93\u6ce8\uff0c\u5355\u6b21\u6ce8\u5c04\u7ed3\u5408\u5fc5\u8981\u65f6\u77ed\u671f\u8fde\u7eed\u8f93\u6ce8\uff08\u6700\u957f\u4e0d\u8d85\u8fc714\u5929\uff09\u3002 \n6. \u8bc4\u4ef7\u6307\u6807\u5b8c\u5584\uff08\u7eb3\u5165\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u5efa\u8bae\uff09\uff1a \n - \u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff1a\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\u5f02\u5e38\u7387\u3001\u5fc3\u808c\u9176\u8c31\uff08CK-MB\u3001TnI\uff09 \n - \u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6307\u6807\uff1a\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u6e05\u9664\u7387\u3001\u5c3f\u91cf\u3001\u8840\u6c14\u5206\u6790\uff08pH\u3001PaO2\u3001PaCO2\uff09\u3001\u610f\u8bc6\u6c34\u5e73\uff08GCS\u8bc4\u5206\uff09 \n - \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff1aTNF-\u03b1\u3001IL-6\u3001IL-10\u3001ROS\u3001MDA\u3001GPx\u6d3b\u6027\u52a8\u6001\u76d1\u6d4b \n - \u5668\u5b98\u529f\u80fd\u5b89\u5168\u6027\u6307\u6807\uff1a\u8840\u6e05ALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff0c\u51dd\u8840\u529f\u80fd\uff08PT\u3001aPTT\u3001CD62P\uff09 \n - \u836f\u4ee3\u52a8\u529b\u5b66\u6307\u6807\uff1a\u8840\u6d46\u53ca\u7ec4\u7ec7\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\uff09\uff0c\u916f\u9176\u6d3b\u6027\uff0cPEG\u884d\u751f\u7269\u84c4\u79ef\u76d1\u6d4b \n - \u8f93\u6ce8\u88c5\u7f6e\u53ca\u5c40\u90e8\u5b89\u5168\u6027\uff1a\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u3001\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u517c\u5bb9\u6027\u68c0\u6d4b \n\n\u4e09\u3001\u4e34\u5e8a\u64cd\u4f5c\u6d41\u7a0b\u8c03\u6574 \n1. \u5165\u7ec4\u540e\u5feb\u901f\u8bc4\u4f30\u5931\u8840\u6027\u4f11\u514b\u8bca\u65ad\u6807\u51c6\uff0c\u7acb\u5373\u968f\u673a\u5206\u7ec4\uff0c\u786e\u4fdd\u7528\u836f\u65f6\u95f4\u7a97\u5c3d\u53ef\u80fd\u77ed\uff0c\u6700\u5927\u5316\u836f\u7269\u62a2\u6551\u6548\u679c\u3002 \n2. \u9759\u8109\u6ce8\u5c04\u7ed9\u836f\uff0c\u4f18\u5148\u4f7f\u7528\u517c\u5bb9\u6027\u5f3a\u3001\u64cd\u4f5c\u7b80\u4fbf\u7684\u8f93\u6ce8\u88c5\u7f6e\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u7a33\u5b9a\u8f93\u6ce8\u3002 \n3. \u8bbe\u7acb\u5173\u952e\u65f6\u95f4\u70b9\u91c7\u6837\u65b9\u6848\uff0c\u517c\u987ePK\u3001\u7597\u6548\u548c\u5b89\u5168\u6027\u6307\u6807\uff0c\u5177\u4f53\u5305\u62ec\uff1a \n - \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u751f\u547d\u4f53\u5f81\u8fde\u7eed\u76d1\u6d4b \n - \u8840\u6db2\u91c7\u6837\uff1a\u57fa\u7ebf\u3001\u7ed9\u836f\u540e2\u30015\u300110\u300115\u300130\u5206\u949f\uff0c1\u30012\u30014\u30016\u30018\u300112\u300124\u5c0f\u65f6\uff0c\u8fde\u7eed\u8f93\u6ce8\u671f\u95f4\u6bcf\u65e5\u591a\u65f6\u70b9\u91c7\u6837\uff08\u7ed9\u836f\u524d\u3001\u8f93\u6ce8\u4e2d1h\u30014h\u30018h\u300112h\u300124h\uff09 \n - \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u6bcf\u65e5\u91c7\u6837 \n4. \u8fde\u7eed\u89c2\u5bdf\u81f3\u5c117\u5929\uff0c\u6700\u957f14\u5929\uff0c\u91cd\u70b9\u8bc4\u4f30\u4e9a\u6025\u6027\u5b89\u5168\u6027\u53ca\u7597\u6548\uff0c\u5fc5\u8981\u65f6\u5ef6\u957f\u89c2\u5bdf\u3002 \n5. \u8bbe\u7acb\u72ec\u7acb\u5b89\u5168\u76d1\u6d4b\u59d4\u5458\u4f1a\uff0c\u5b9e\u65f6\u8bc4\u4f30\u4e0d\u826f\u4e8b\u4ef6\uff0c\u5c24\u5176\u5173\u6ce8\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u3001\u809d\u80be\u529f\u80fd\u5f02\u5e38\u53ca\u8f93\u6ce8\u90e8\u4f4d\u53cd\u5e94\u3002 \n6. \u5efa\u7acb\u5feb\u901f\u6570\u636e\u53cd\u9988\u673a\u5236\uff0c\u6218\u573a\u73b0\u573a\u4e0e\u540e\u65b9\u533b\u7597\u4e2d\u5fc3\u8054\u52a8\uff0c\u52a8\u6001\u8c03\u6574\u5242\u91cf\u53ca\u6cbb\u7597\u65b9\u6848\u3002 \n\n\u56db\u3001\u5e94\u6025\u5904\u7406\u65b9\u6848\u5f3a\u5316 \n1. \u9884\u5907\u5b8c\u5584\u7684\u5e94\u6025\u62a2\u6551\u8bbe\u5907\u53ca\u836f\u7269\uff08\u5982\u5347\u538b\u836f\u3001\u6297\u8fc7\u654f\u836f\u7269\u3001\u547c\u5438\u652f\u6301\u8bbe\u5907\uff09\u73b0\u573a\u914d\u5907\uff0c\u786e\u4fdd\u5feb\u901f\u54cd\u5e94\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u3002 \n2. \u73b0\u573a\u533b\u62a4\u4eba\u5458\u63a5\u53d7\u4e13\u95e8\u57f9\u8bad\uff0c\u719f\u6089\u836f\u7269\u7279\u6027\u3001\u8f93\u6ce8\u88c5\u7f6e\u64cd\u4f5c\u53ca\u5f02\u5e38\u53cd\u5e94\u5904\u7406\u6d41\u7a0b\u3002 \n3. \u5236\u5b9a\u660e\u786e\u7684\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u5206\u7ea7\u53ca\u5904\u7406\u6807\u51c6\uff0c\u786e\u4fdd\u53ca\u65f6\u4e2d\u65ad\u7528\u836f\u5e76\u542f\u52a8\u62a2\u6551\u3002 \n4. \u5f3a\u5316\u8f93\u6ce8\u90e8\u4f4d\u76d1\u6d4b\uff0c\u9632\u6b62\u5c40\u90e8\u9759\u8109\u708e\u6216\u7ec4\u7ec7\u635f\u4f24\uff0c\u53ca\u65f6\u66f4\u6362\u8f93\u6ce8\u901a\u8def\u3002 \n\n\u4e94\u3001\u7279\u6b8a\u8003\u8651 \n1. \u5145\u5206\u8003\u8651\u5931\u8840\u6027\u4f11\u514b\u5bfc\u81f4\u7684\u836f\u7269\u5206\u5e03\u53ca\u4ee3\u8c22\u5f02\u5e38\uff0c\u5141\u8bb8\u6839\u636e\u60a3\u8005\u52a8\u6001\u72b6\u6001\u8c03\u6574\u5242\u91cf\u3002 \n2. \u91cd\u70b9\u76d1\u6d4bPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\uff0c\u9632\u6b62\u6f5c\u5728\u9776\u5668\u5b98\u6bd2\u6027\u3002 \n3. \u7ed3\u5408\u4e34\u5e8a\u524d\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\uff0c\u5bc6\u5207\u5173\u6ce8\u836f\u6548\u8d77\u59cb\u53ca\u6d88\u9000\u65f6\u95f4\u7a97\u53e3\uff0c\u6307\u5bfc\u4e34\u5e8a\u7528\u836f\u8282\u594f\u3002 \n4. \u4fdd\u8bc1\u836f\u7269\u53ca\u8f93\u6ce8\u88c5\u7f6e\u7684\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u836f\u7269\u8d28\u91cf\u4e0d\u53d7\u5f71\u54cd\u3002 \n\n\u516d\u3001\u9884\u671f\u6210\u679c\uff08\u4fdd\u6301\u4e0d\u53d8\uff09 \n1. \u660e\u786e\u4e34\u5e8a\u5b89\u5168\u5242\u91cf\u8303\u56f4\u53ca\u521d\u6b65\u6709\u6548\u6027\u8bc1\u636e\u3002 \n2. \u9a8c\u8bc1\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u517c\u5bb9\u6027\u3002 \n3. \u63d0\u4f9b\u6218\u573a\u6025\u6551\u5e94\u7528\u7684\u4e34\u5e8a\u4f9d\u636e\u53ca\u64cd\u4f5c\u89c4\u8303\u3002 \n4. \u4e3a\u540e\u7eed\u5927\u89c4\u6a21\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u836f\u54c1\u6ce8\u518c\u63d0\u4f9b\u79d1\u5b66\u6570\u636e\u652f\u6301\u3002 \n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7d27\u5bc6\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u517c\u987e\u6218\u573a\u6025\u6551\u7684\u7279\u6b8a\u9700\u6c42\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8d77\u6548\u3001\u5b89\u5168\u53ef\u63a7\uff0c\u652f\u6301\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u6709\u6548\u6551\u6cbb\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u4e34\u5e8a\u53ef\u884c\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u98ce\u9669\u548c\u6539\u8fdb\u7a7a\u95f4\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u6574\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u5145\u5206\u7ed3\u5408\u4e86\u4e34\u5e8a\u524d\u6570\u636e\u548c\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u7279\u70b9\uff0c\u5177\u5907\u8f83\u5f3a\u4e34\u5e8a\u53ef\u884c\u6027\u3002\u5c24\u5176\u5728\u5242\u91cf\u8bbe\u5b9a\u3001\u5173\u952e\u6307\u6807\u76d1\u6d4b\u548c\u5e94\u6025\u4fdd\u969c\u65b9\u9762\u8003\u8651\u5468\u5168\uff0c\u9002\u5408\u6218\u573a\u590d\u6742\u73af\u5883\u4e0b\u5feb\u901f\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u6027\u548c\u6709\u6548\u6027\u3002\n\n\u5efa\u8bae\u6539\u8fdb\u70b9\uff1a\n1. **\u60a3\u8005\u5165\u7ec4\u6807\u51c6\u7ec6\u5316**\uff1a\u5efa\u8bae\u8fdb\u4e00\u6b65\u660e\u786e\u5931\u8840\u6027\u4f11\u514b\u7684\u5206\u7ea7\uff08\u8f7b\u4e2d\u91cd\u5ea6\uff09\uff0c\u4ee5\u4fbf\u66f4\u7cbe\u51c6\u8bc4\u4f30\u4e0d\u540c\u75c5\u60c5\u60a3\u8005\u7684\u836f\u7269\u53cd\u5e94\u548c\u5242\u91cf\u8c03\u6574\uff0c\u907f\u514d\u4e25\u91cd\u60a3\u8005\u7528\u836f\u98ce\u9669\u8fc7\u9ad8\u3002\n2. **\u52a8\u6001\u5242\u91cf\u8c03\u6574\u673a\u5236**\uff1a\u5728\u4e34\u5e8a\u64cd\u4f5c\u6d41\u7a0b\u4e2d\u589e\u52a0\u57fa\u4e8e\u5b9e\u65f6\u751f\u7406\u6307\u6807\u548c\u836f\u7269\u6d53\u5ea6\u7684\u5242\u91cf\u8c03\u6574\u65b9\u6848\uff0c\u63d0\u5347\u4e2a\u4f53\u5316\u6cbb\u7597\u6548\u679c\uff0c\u51cf\u5c11\u6f5c\u5728\u6bd2\u6027\u98ce\u9669\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5b8c\u5584\u5b89\u5168\u76d1\u6d4b\u548c\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u786e\u4fdd\u5feb\u901f\u4e14\u6709\u6548\u7684\u8bd5\u9a8c\u5b9e\u65bd\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u7ec6\u5316\u60a3\u8005\u5165\u7ec4\u6807\u51c6\uff0c\u660e\u786e\u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\uff0c\u5f3a\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574\u673a\u5236\uff0c\u5b8c\u5584\u5b89\u5168\u76d1\u6d4b\u548c\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u786e\u4fdd\u8bd5\u9a8c\u5feb\u901f\u4e14\u9ad8\u6548\u5b9e\u65bd\uff0c\u540c\u65f6\u517c\u987e\u6218\u573a\u73af\u5883\u7684\u7279\u6b8a\u9700\u6c42\u3002\n\n## Improved version of \u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\u4e00\u3001\u8bd5\u9a8c\u76ee\u7684 \n\u5feb\u901f\u8bc4\u4f30\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u53ca\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5728\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u4e2d\u7684\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u5f81\uff0c\u9a8c\u8bc1\u4e34\u5e8a\u524d\u9884\u6d4b\u7684\u5242\u91cf\u8303\u56f4\u53ca\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8d77\u6548\u4e14\u5b89\u5168\u6d88\u9000\uff0c\u6ee1\u8db3\u6218\u573a\u6025\u6551\u9700\u6c42\u3002\n\n\u4e8c\u3001\u8bd5\u9a8c\u8bbe\u8ba1\u5b8c\u5584 \n1. \u8bd5\u9a8c\u7c7b\u578b\uff1a\u591a\u4e2d\u5fc3\u3001\u968f\u673a\u3001\u5f00\u653e\u6807\u7b7e\u3001\u5242\u91cf\u9012\u589e\u7684I/II\u671f\u4e34\u5e8a\u8bd5\u9a8c\u3002 \n2. \u53d7\u8bd5\u8005\uff1a\u6218\u573a\u6025\u6551\u4e2d\u8bca\u65ad\u4e3a\u5931\u8840\u6027\u4f11\u514b\u7684\u6210\u5e74\u60a3\u8005\uff0c\u5165\u7ec4\u9700\u6ee1\u8db3\u4ee5\u4e0b\u5173\u952e\u6807\u51c6\uff1a \n - \u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u660e\u786e\uff1a \n - \u8f7b\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b 80-90 mmHg\uff0c\u5fc3\u7387 100-120\u6b21/\u5206\uff0c\u4e73\u9178 2-4 mmol/L \n - \u4e2d\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b 70-79 mmHg\uff0c\u5fc3\u7387 120-140\u6b21/\u5206\uff0c\u4e73\u9178 4-8 mmol/L \n - \u91cd\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b <70 mmHg\uff0c\u5fc3\u7387 >140\u6b21/\u5206\uff0c\u4e73\u9178 >8 mmol/L \n - \u4ec5\u7eb3\u5165\u8f7b\u5ea6\u81f3\u4e2d\u5ea6\u4f11\u514b\u60a3\u8005\uff0c\u91cd\u5ea6\u4f11\u514b\u60a3\u8005\u9700\u5355\u72ec\u8bc4\u4f30\u98ce\u9669\uff0c\u89c6\u60c5\u51b5\u7eb3\u5165\u3002 \n - \u6392\u9664\u4e25\u91cd\u65e2\u5f80\u5fc3\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\uff0c\u51cf\u5c11\u6f5c\u5728\u6df7\u6742\u56e0\u7d20\u3002 \n3. \u5206\u7ec4\u8bbe\u8ba1\uff1a \n - \u5355\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5355\u836f\u6cbb\u7597\u3002 \n - \u8054\u5408\u7528\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8054\u5408\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u3002 \n - \u5bf9\u7167\u7ec4\uff1a\u6807\u51c6\u6025\u6551\u63aa\u65bd\uff08\u6db2\u4f53\u590d\u82cf\u7b49\uff09\u3002 \n4. \u5242\u91cf\u8bbe\u5b9a\uff1a\u57fa\u4e8e\u4e34\u5e8a\u524dMTD\u548cNOAEL\uff0c\u8bbe\u5b9a\u4e34\u5e8a\u9884\u671f\u5242\u91cf\u76841\u500d\u30013\u500d\u68af\u5ea6\u5242\u91cf\uff0c\u9010\u6b65\u9012\u589e\uff0c\u5bc6\u5207\u76d1\u6d4b\u5b89\u5168\u6027\u3002 \n5. \u7ed9\u836f\u65b9\u5f0f\uff1a\u9759\u8109\u6ce8\u5c04\uff0c\u6a21\u62df\u4e34\u5e8a\u5feb\u901f\u8f93\u6ce8\uff0c\u5355\u6b21\u6ce8\u5c04\u7ed3\u5408\u5fc5\u8981\u65f6\u77ed\u671f\u8fde\u7eed\u8f93\u6ce8\uff08\u6700\u957f\u4e0d\u8d85\u8fc714\u5929\uff09\u3002 \n6. \u52a8\u6001\u5242\u91cf\u8c03\u6574\u673a\u5236\uff1a \n - \u6839\u636e\u5b9e\u65f6\u76d1\u6d4b\u7684\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff08MAP\u3001\u5fc3\u7387\uff09\u3001\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u8840\u6d46\u836f\u7269\u6d53\u5ea6\uff0c\u8bbe\u7acb\u9884\u5b9a\u4e49\u8c03\u6574\u89c4\u5219\u3002 \n - \u8f7b\u5ea6\u4f11\u514b\u60a3\u8005\u8d77\u59cb\u5242\u91cf\u53ef\u9002\u5f53\u964d\u4f4e\uff0c\u4f9d\u636e\u7597\u6548\u53ca\u5b89\u5168\u6027\u52a8\u6001\u8c03\u6574\u5242\u91cf\u3002 \n - \u4e2d\u5ea6\u4f11\u514b\u60a3\u8005\u6309\u9884\u8bbe\u5242\u91cf\u7ed9\u836f\uff0c\u51fa\u73b0\u4e0d\u826f\u53cd\u5e94\u6216\u7597\u6548\u4e0d\u4f73\u65f6\u8c03\u6574\u5242\u91cf\u3002 \n - \u91cd\u5ea6\u4f11\u514b\u60a3\u8005\u614e\u91cd\u7528\u836f\uff0c\u5fc5\u8981\u65f6\u542f\u52a8\u7d27\u6025\u62a2\u6551\u7a0b\u5e8f\u3002 \n\n\u4e09\u3001\u8bc4\u4ef7\u6307\u6807\u5b8c\u5584 \n1. \u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff1a\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\u5f02\u5e38\u7387\u3001\u5fc3\u808c\u9176\u8c31\uff08CK-MB\u3001TnI\uff09 \n2. \u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6307\u6807\uff1a\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u6e05\u9664\u7387\u3001\u5c3f\u91cf\u3001\u8840\u6c14\u5206\u6790\uff08pH\u3001PaO2\u3001PaCO2\uff09\u3001\u610f\u8bc6\u6c34\u5e73\uff08GCS\u8bc4\u5206\uff09 \n3. \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\uff1aTNF-\u03b1\u3001IL-6\u3001IL-10\u3001ROS\u3001MDA\u3001GPx\u6d3b\u6027\u52a8\u6001\u76d1\u6d4b \n4. \u5668\u5b98\u529f\u80fd\u5b89\u5168\u6027\u6307\u6807\uff1a\u8840\u6e05ALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff0c\u51dd\u8840\u529f\u80fd\uff08PT\u3001aPTT\u3001CD62P\uff09 \n5. \u836f\u4ee3\u52a8\u529b\u5b66\u6307\u6807\uff1a\u8840\u6d46\u53ca\u7ec4\u7ec7\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\uff09\uff0c\u916f\u9176\u6d3b\u6027\uff0cPEG\u884d\u751f\u7269\u84c4\u79ef\u76d1\u6d4b \n6. \u8f93\u6ce8\u88c5\u7f6e\u53ca\u5c40\u90e8\u5b89\u5168\u6027\uff1a\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u3001\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u517c\u5bb9\u6027\u68c0\u6d4b \n\n\u56db\u3001\u4e34\u5e8a\u64cd\u4f5c\u6d41\u7a0b\u8c03\u6574 \n1. \u5165\u7ec4\u540e\u5feb\u901f\u8bc4\u4f30\u5931\u8840\u6027\u4f11\u514b\u8bca\u65ad\u53ca\u5206\u7ea7\uff0c\u7acb\u5373\u968f\u673a\u5206\u7ec4\uff0c\u786e\u4fdd\u7528\u836f\u65f6\u95f4\u7a97\u5c3d\u53ef\u80fd\u77ed\uff0c\u6700\u5927\u5316\u836f\u7269\u62a2\u6551\u6548\u679c\u3002 \n2. \u9759\u8109\u6ce8\u5c04\u7ed9\u836f\uff0c\u4f18\u5148\u4f7f\u7528\u517c\u5bb9\u6027\u5f3a\u3001\u64cd\u4f5c\u7b80\u4fbf\u7684\u8f93\u6ce8\u88c5\u7f6e\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u7a33\u5b9a\u8f93\u6ce8\u3002 \n3. \u8bbe\u7acb\u5173\u952e\u65f6\u95f4\u70b9\u91c7\u6837\u65b9\u6848\uff0c\u517c\u987ePK\u3001\u7597\u6548\u548c\u5b89\u5168\u6027\u6307\u6807\uff0c\u5177\u4f53\u5305\u62ec\uff1a \n - \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u751f\u547d\u4f53\u5f81\u8fde\u7eed\u76d1\u6d4b \n - \u8840\u6db2\u91c7\u6837\uff1a\u57fa\u7ebf\u3001\u7ed9\u836f\u540e2\u30015\u300110\u300115\u300130\u5206\u949f\uff0c1\u30012\u30014\u30016\u30018\u300112\u300124\u5c0f\u65f6\uff0c\u8fde\u7eed\u8f93\u6ce8\u671f\u95f4\u6bcf\u65e5\u591a\u65f6\u70b9\u91c7\u6837\uff08\u7ed9\u836f\u524d\u3001\u8f93\u6ce8\u4e2d1h\u30014h\u30018h\u300112h\u300124h\uff09 \n - \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u6bcf\u65e5\u91c7\u6837 \n4. \u8fde\u7eed\u89c2\u5bdf\u81f3\u5c117\u5929\uff0c\u6700\u957f14\u5929\uff0c\u91cd\u70b9\u8bc4\u4f30\u4e9a\u6025\u6027\u5b89\u5168\u6027\u53ca\u7597\u6548\uff0c\u5fc5\u8981\u65f6\u5ef6\u957f\u89c2\u5bdf\u3002 \n5. \u8bbe\u7acb\u72ec\u7acb\u5b89\u5168\u76d1\u6d4b\u59d4\u5458\u4f1a\uff0c\u5b9e\u65f6\u8bc4\u4f30\u4e0d\u826f\u4e8b\u4ef6\uff0c\u5c24\u5176\u5173\u6ce8\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u3001\u809d\u80be\u529f\u80fd\u5f02\u5e38\u53ca\u8f93\u6ce8\u90e8\u4f4d\u53cd\u5e94\u3002 \n6. \u5efa\u7acb\u5feb\u901f\u6570\u636e\u53cd\u9988\u673a\u5236\uff0c\u6218\u573a\u73b0\u573a\u4e0e\u540e\u65b9\u533b\u7597\u4e2d\u5fc3\u8054\u52a8\uff0c\u52a8\u6001\u8c03\u6574\u5242\u91cf\u53ca\u6cbb\u7597\u65b9\u6848\u3002 \n\n\u4e94\u3001\u5e94\u6025\u5904\u7406\u65b9\u6848\u5f3a\u5316 \n1. \u9884\u5907\u5b8c\u5584\u7684\u5e94\u6025\u62a2\u6551\u8bbe\u5907\u53ca\u836f\u7269\uff08\u5982\u5347\u538b\u836f\u3001\u6297\u8fc7\u654f\u836f\u7269\u3001\u547c\u5438\u652f\u6301\u8bbe\u5907\uff09\u73b0\u573a\u914d\u5907\uff0c\u786e\u4fdd\u5feb\u901f\u54cd\u5e94\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u3002 \n2. \u73b0\u573a\u533b\u62a4\u4eba\u5458\u63a5\u53d7\u4e13\u95e8\u57f9\u8bad\uff0c\u719f\u6089\u836f\u7269\u7279\u6027\u3001\u8f93\u6ce8\u88c5\u7f6e\u64cd\u4f5c\u53ca\u5f02\u5e38\u53cd\u5e94\u5904\u7406\u6d41\u7a0b\u3002 \n3. \u5236\u5b9a\u660e\u786e\u7684\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u5206\u7ea7\u53ca\u5904\u7406\u6807\u51c6\uff0c\u786e\u4fdd\u53ca\u65f6\u4e2d\u65ad\u7528\u836f\u5e76\u542f\u52a8\u62a2\u6551\u3002 \n4. \u5f3a\u5316\u8f93\u6ce8\u90e8\u4f4d\u76d1\u6d4b\uff0c\u9632\u6b62\u5c40\u90e8\u9759\u8109\u708e\u6216\u7ec4\u7ec7\u635f\u4f24\uff0c\u53ca\u65f6\u66f4\u6362\u8f93\u6ce8\u901a\u8def\u3002 \n\n\u516d\u3001\u7279\u6b8a\u8003\u8651 \n1. \u5145\u5206\u8003\u8651\u5931\u8840\u6027\u4f11\u514b\u5bfc\u81f4\u7684\u836f\u7269\u5206\u5e03\u53ca\u4ee3\u8c22\u5f02\u5e38\uff0c\u5141\u8bb8\u6839\u636e\u60a3\u8005\u52a8\u6001\u72b6\u6001\u8c03\u6574\u5242\u91cf\u3002 \n2. \u91cd\u70b9\u76d1\u6d4bPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\uff0c\u9632\u6b62\u6f5c\u5728\u9776\u5668\u5b98\u6bd2\u6027\u3002 \n3. \u7ed3\u5408\u4e34\u5e8a\u524d\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\uff0c\u5bc6\u5207\u5173\u6ce8\u836f\u6548\u8d77\u59cb\u53ca\u6d88\u9000\u65f6\u95f4\u7a97\u53e3\uff0c\u6307\u5bfc\u4e34\u5e8a\u7528\u836f\u8282\u594f\u3002 \n4. \u4fdd\u8bc1\u836f\u7269\u53ca\u8f93\u6ce8\u88c5\u7f6e\u7684\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u6218\u573a\u73af\u5883\u4e0b\u836f\u7269\u8d28\u91cf\u4e0d\u53d7\u5f71\u54cd\u3002 \n\n\u4e03\u3001\u9884\u671f\u6210\u679c \n1. \u660e\u786e\u4e34\u5e8a\u5b89\u5168\u5242\u91cf\u8303\u56f4\u53ca\u521d\u6b65\u6709\u6548\u6027\u8bc1\u636e\u3002 \n2. \u9a8c\u8bc1\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u517c\u5bb9\u6027\u3002 \n3. \u63d0\u4f9b\u6218\u573a\u6025\u6551\u5e94\u7528\u7684\u4e34\u5e8a\u4f9d\u636e\u53ca\u64cd\u4f5c\u89c4\u8303\u3002 \n4. \u4e3a\u540e\u7eed\u5927\u89c4\u6a21\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u836f\u54c1\u6ce8\u518c\u63d0\u4f9b\u79d1\u5b66\u6570\u636e\u652f\u6301\u3002 \n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\u5728\u539f\u6709\u57fa\u7840\u4e0a\u7ec6\u5316\u4e86\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u7684\u5206\u7ea7\u6807\u51c6\uff0c\u5f3a\u5316\u4e86\u52a8\u6001\u5242\u91cf\u8c03\u6574\u673a\u5236\uff0c\u5b8c\u5584\u5b89\u5168\u76d1\u6d4b\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\uff0c\u63d0\u5347\u4e86\u4e2a\u4f53\u5316\u6cbb\u7597\u80fd\u529b\u548c\u5b89\u5168\u4fdd\u969c\u6c34\u5e73\uff0c\u786e\u4fdd\u8bd5\u9a8c\u5728\u590d\u6742\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u3001\u9ad8\u6548\u4e14\u5b89\u5168\u5730\u5f00\u5c55\uff0c\u4fc3\u8fdb\u836f\u7269\u5feb\u901f\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8ba1\u5212\uff0c\u63d0\u4ea4\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u62a5\u544a\u6a21\u677f\uff0c\u51c6\u5907\u5f00\u5c55\u5feb\u901f\u4e34\u5e8a\u8bd5\u9a8c\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u57fa\u4e8e\u6218\u573a\u519b\u533b\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u591a\u8f6e\u8ba8\u8bba\u548c\u5b8c\u5584\u7684\u4e34\u5e8a\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u6211\u5c06\u6574\u5408\u5f62\u6210\u6700\u7ec8\u7684\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8ba1\u5212\uff0c\u5e76\u63d0\u4f9b\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u62a5\u544a\u6a21\u677f\uff0c\u786e\u4fdd\u5feb\u901f\u5f00\u5c55\u9ad8\u6548\u3001\u5b89\u5168\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3002\n\n---\n\n## \u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8ba1\u5212\n\n### \u4e00\u3001\u8bd5\u9a8c\u76ee\u7684 \n\u5feb\u901f\u8bc4\u4f30\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u53ca\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u5728\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u4e2d\u7684\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u5f81\uff0c\u9a8c\u8bc1\u4e34\u5e8a\u524d\u9884\u6d4b\u7684\u5242\u91cf\u8303\u56f4\u53ca\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5feb\u901f\u8d77\u6548\u4e14\u5b89\u5168\u6d88\u9000\uff0c\u6ee1\u8db3\u6218\u573a\u6025\u6551\u9700\u6c42\u3002\n\n### \u4e8c\u3001\u8bd5\u9a8c\u8bbe\u8ba1 \n1. **\u8bd5\u9a8c\u7c7b\u578b**\uff1a\u591a\u4e2d\u5fc3\u3001\u968f\u673a\u3001\u5f00\u653e\u6807\u7b7e\u3001\u5242\u91cf\u9012\u589e\u7684I/II\u671f\u4e34\u5e8a\u8bd5\u9a8c\u3002 \n2. **\u53d7\u8bd5\u8005**\uff1a\u6218\u573a\u6025\u6551\u4e2d\u8bca\u65ad\u4e3a\u5931\u8840\u6027\u4f11\u514b\u7684\u6210\u5e74\u60a3\u8005\uff0c\u5165\u7ec4\u6807\u51c6\u5305\u62ec\uff1a \n - \u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\uff1a \n - \u8f7b\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b 80-90 mmHg\uff0c\u5fc3\u7387 100-120\u6b21/\u5206\uff0c\u4e73\u9178 2-4 mmol/L \n - \u4e2d\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b 70-79 mmHg\uff0c\u5fc3\u7387 120-140\u6b21/\u5206\uff0c\u4e73\u9178 4-8 mmol/L \n - \u91cd\u5ea6\u4f11\u514b\uff1a\u6536\u7f29\u538b <70 mmHg\uff0c\u5fc3\u7387 >140\u6b21/\u5206\uff0c\u4e73\u9178 >8 mmol/L\uff08\u91cd\u5ea6\u60a3\u8005\u89c6\u98ce\u9669\u5355\u72ec\u8bc4\u4f30\uff09 \n - \u6392\u9664\u4e25\u91cd\u65e2\u5f80\u5fc3\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3002 \n3. **\u5206\u7ec4\u8bbe\u8ba1**\uff1a \n - \u5355\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u5355\u836f\u6cbb\u7597\u3002 \n - \u8054\u5408\u7528\u836f\u7ec4\uff1a\u03b11\u80be\u4e0a\u817a\u7d20\u53d7\u4f53\u6fc0\u52a8\u5242\u8054\u5408\u5408\u6210\u8840\u6d46\u66ff\u4ee3\u54c1\u3002 \n - \u5bf9\u7167\u7ec4\uff1a\u6807\u51c6\u6025\u6551\u63aa\u65bd\uff08\u6db2\u4f53\u590d\u82cf\u7b49\uff09\u3002 \n4. **\u5242\u91cf\u8bbe\u5b9a**\uff1a\u57fa\u4e8e\u4e34\u5e8a\u524dMTD\u548cNOAEL\uff0c\u8bbe\u5b9a1\u500d\u53ca3\u500d\u68af\u5ea6\u5242\u91cf\uff0c\u9010\u6b65\u9012\u589e\uff0c\u5bc6\u5207\u76d1\u6d4b\u5b89\u5168\u6027\u3002 \n5. **\u7ed9\u836f\u65b9\u5f0f**\uff1a\u9759\u8109\u6ce8\u5c04\uff0c\u6a21\u62df\u4e34\u5e8a\u5feb\u901f\u8f93\u6ce8\uff0c\u5355\u6b21\u6ce8\u5c04\u7ed3\u5408\u5fc5\u8981\u65f6\u77ed\u671f\u8fde\u7eed\u8f93\u6ce8\uff08\u6700\u957f14\u5929\uff09\u3002 \n6. **\u52a8\u6001\u5242\u91cf\u8c03\u6574\u673a\u5236**\uff1a\u6839\u636e\u5b9e\u65f6\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff08MAP\u3001\u5fc3\u7387\uff09\u3001\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u8840\u6d46\u836f\u7269\u6d53\u5ea6\uff0c\u8bbe\u7acb\u9884\u5b9a\u4e49\u8c03\u6574\u89c4\u5219\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u5242\u91cf\u8c03\u6574\u3002 \n\n### \u4e09\u3001\u8bc4\u4ef7\u6307\u6807 \n1. **\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807**\uff1a\u5e73\u5747\u52a8\u8109\u538b\uff08MAP\uff09\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\u5f02\u5e38\u7387\u3001\u5fc3\u808c\u9176\u8c31\uff08CK-MB\u3001TnI\uff09\u3002 \n2. **\u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6307\u6807**\uff1a\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u6e05\u9664\u7387\u3001\u5c3f\u91cf\u3001\u8840\u6c14\u5206\u6790\uff08pH\u3001PaO2\u3001PaCO2\uff09\u3001\u610f\u8bc6\u6c34\u5e73\uff08GCS\u8bc4\u5206\uff09\u3002 \n3. **\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807**\uff1aTNF-\u03b1\u3001IL-6\u3001IL-10\u3001ROS\u3001MDA\u3001GPx\u6d3b\u6027\u52a8\u6001\u76d1\u6d4b\u3002 \n4. **\u5668\u5b98\u529f\u80fd\u5b89\u5168\u6027\u6307\u6807**\uff1a\u8840\u6e05ALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff0c\u51dd\u8840\u529f\u80fd\uff08PT\u3001aPTT\u3001CD62P\uff09\u3002 \n5. **\u836f\u4ee3\u52a8\u529b\u5b66\u6307\u6807**\uff1a\u8840\u6d46\u53ca\u7ec4\u7ec7\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\uff09\u3001\u916f\u9176\u6d3b\u6027\u3001PEG\u884d\u751f\u7269\u84c4\u79ef\u76d1\u6d4b\u3002 \n6. **\u8f93\u6ce8\u88c5\u7f6e\u53ca\u5c40\u90e8\u5b89\u5168\u6027**\uff1a\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u3001\u836f\u7269\u7a33\u5b9a\u6027\u53ca\u517c\u5bb9\u6027\u68c0\u6d4b\u3002 \n\n### \u56db\u3001\u4e34\u5e8a\u64cd\u4f5c\u6d41\u7a0b \n1. \u5feb\u901f\u8bc4\u4f30\u5931\u8840\u6027\u4f11\u514b\u8bca\u65ad\u53ca\u5206\u7ea7\uff0c\u7acb\u5373\u968f\u673a\u5206\u7ec4\uff0c\u786e\u4fdd\u7528\u836f\u65f6\u95f4\u7a97\u6700\u77ed\u3002 \n2. \u9759\u8109\u6ce8\u5c04\u7ed9\u836f\uff0c\u4f18\u5148\u4f7f\u7528\u517c\u5bb9\u6027\u5f3a\u3001\u64cd\u4f5c\u7b80\u4fbf\u7684\u8f93\u6ce8\u88c5\u7f6e\uff0c\u4fdd\u8bc1\u6218\u573a\u73af\u5883\u4e0b\u5feb\u901f\u7a33\u5b9a\u8f93\u6ce8\u3002 \n3. \u91c7\u6837\u65b9\u6848\uff1a \n - \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u751f\u547d\u4f53\u5f81\u8fde\u7eed\u76d1\u6d4b\u3002 \n - \u8840\u6db2\u91c7\u6837\uff1a\u57fa\u7ebf\u3001\u7ed9\u836f\u540e2\u30015\u300110\u300115\u300130\u5206\u949f\uff0c1\u30012\u30014\u30016\u30018\u300112\u300124\u5c0f\u65f6\uff1b\u8fde\u7eed\u8f93\u6ce8\u671f\u95f4\u6bcf\u65e5\u591a\u65f6\u70b9\u91c7\u6837\uff08\u7ed9\u836f\u524d\u3001\u8f93\u6ce8\u4e2d1h\u30014h\u30018h\u300112h\u300124h\uff09\u3002 \n - \u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u6bcf\u65e5\u91c7\u6837\u3002 \n4. \u8fde\u7eed\u89c2\u5bdf\u81f3\u5c117\u5929\uff0c\u6700\u957f14\u5929\uff0c\u5fc5\u8981\u65f6\u5ef6\u957f\u3002 \n5. \u8bbe\u7acb\u72ec\u7acb\u5b89\u5168\u76d1\u6d4b\u59d4\u5458\u4f1a\uff0c\u5b9e\u65f6\u8bc4\u4f30\u4e0d\u826f\u4e8b\u4ef6\uff0c\u91cd\u70b9\u5173\u6ce8\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u3001\u809d\u80be\u529f\u80fd\u5f02\u5e38\u53ca\u8f93\u6ce8\u90e8\u4f4d\u53cd\u5e94\u3002 \n6. \u5efa\u7acb\u5feb\u901f\u6570\u636e\u53cd\u9988\u673a\u5236\uff0c\u6218\u573a\u73b0\u573a\u4e0e\u540e\u65b9\u533b\u7597\u4e2d\u5fc3\u8054\u52a8\uff0c\u52a8\u6001\u8c03\u6574\u5242\u91cf\u53ca\u6cbb\u7597\u65b9\u6848\u3002 \n\n### \u4e94\u3001\u5e94\u6025\u5904\u7406\u65b9\u6848 \n1. \u6218\u573a\u914d\u5907\u5b8c\u5584\u7684\u5e94\u6025\u62a2\u6551\u8bbe\u5907\u53ca\u836f\u7269\uff08\u5347\u538b\u836f\u3001\u6297\u8fc7\u654f\u836f\u7269\u3001\u547c\u5438\u652f\u6301\u8bbe\u5907\uff09\u3002 \n2. \u73b0\u573a\u533b\u62a4\u4eba\u5458\u4e13\u95e8\u57f9\u8bad\uff0c\u719f\u6089\u836f\u7269\u7279\u6027\u3001\u8f93\u6ce8\u88c5\u7f6e\u64cd\u4f5c\u53ca\u5f02\u5e38\u53cd\u5e94\u5904\u7406\u3002 \n3. \u660e\u786e\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u5206\u7ea7\u53ca\u5904\u7406\u6807\u51c6\uff0c\u786e\u4fdd\u53ca\u65f6\u4e2d\u65ad\u7528\u836f\u5e76\u542f\u52a8\u62a2\u6551\u3002 \n4. \u5f3a\u5316\u8f93\u6ce8\u90e8\u4f4d\u76d1\u6d4b\uff0c\u9632\u6b62\u9759\u8109\u708e\u6216\u7ec4\u7ec7\u635f\u4f24\uff0c\u53ca\u65f6\u66f4\u6362\u8f93\u6ce8\u901a\u8def\u3002 \n\n### \u516d\u3001\u7279\u6b8a\u8003\u8651 \n1. \u5145\u5206\u8003\u8651\u5931\u8840\u6027\u4f11\u514b\u5bf9\u836f\u7269\u5206\u5e03\u53ca\u4ee3\u8c22\u7684\u5f71\u54cd\uff0c\u5141\u8bb8\u52a8\u6001\u8c03\u6574\u5242\u91cf\u3002 \n2. \u91cd\u70b9\u76d1\u6d4bPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\uff0c\u9632\u6b62\u6f5c\u5728\u9776\u5668\u5b98\u6bd2\u6027\u3002 \n3. \u7ed3\u5408\u4e34\u5e8a\u524d\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u8bbe\u8ba1\uff0c\u5bc6\u5207\u5173\u6ce8\u836f\u6548\u8d77\u59cb\u53ca\u6d88\u9000\u65f6\u95f4\uff0c\u6307\u5bfc\u7528\u836f\u8282\u594f\u3002 \n4. \u4fdd\u8bc1\u836f\u7269\u53ca\u8f93\u6ce8\u88c5\u7f6e\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u6218\u573a\u836f\u7269\u8d28\u91cf\u3002 \n\n### \u4e03\u3001\u9884\u671f\u6210\u679c \n1. \u660e\u786e\u4e34\u5e8a\u5b89\u5168\u5242\u91cf\u8303\u56f4\u53ca\u521d\u6b65\u6709\u6548\u6027\u8bc1\u636e\u3002 \n2. \u9a8c\u8bc1\u8054\u5408\u7528\u836f\u7684\u5b89\u5168\u6027\u53ca\u836f\u4ee3\u52a8\u529b\u5b66\u517c\u5bb9\u6027\u3002 \n3. \u63d0\u4f9b\u6218\u573a\u6025\u6551\u5e94\u7528\u7684\u4e34\u5e8a\u4f9d\u636e\u53ca\u64cd\u4f5c\u89c4\u8303\u3002 \n4. \u4e3a\u540e\u7eed\u5927\u89c4\u6a21\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u836f\u54c1\u6ce8\u518c\u63d0\u4f9b\u79d1\u5b66\u6570\u636e\u652f\u6301\u3002 \n\n---\n\n## \u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u62a5\u544a\u6a21\u677f\n\n```\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\n\u4e00\u3001\u8bd5\u9a8c\u57fa\u672c\u4fe1\u606f \n1. \u8bd5\u9a8c\u540d\u79f0\uff1a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269I/II\u671f\u4e34\u5e8a\u8bd5\u9a8c \n2. \u8bd5\u9a8c\u8bbe\u8ba1\uff1a\u591a\u4e2d\u5fc3\u3001\u968f\u673a\u3001\u5f00\u653e\u6807\u7b7e\u3001\u5242\u91cf\u9012\u589e \n3. \u53d7\u8bd5\u8005\u4eba\u6570\u53ca\u5206\u7ec4\u60c5\u51b5 \n4. \u8bd5\u9a8c\u65f6\u95f4\u53ca\u5730\u70b9 \n\n\u4e8c\u3001\u53d7\u8bd5\u8005\u57fa\u7ebf\u7279\u5f81 \n1. \u5e74\u9f84\u3001\u6027\u522b\u5206\u5e03 \n2. \u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u5206\u5e03\uff08\u8f7b\u5ea6\u3001\u4e2d\u5ea6\u3001\u91cd\u5ea6\uff09 \n3. \u65e2\u5f80\u75c5\u53f2\u53ca\u6392\u9664\u60c5\u51b5 \n\n\u4e09\u3001\u5b89\u5168\u6027\u8bc4\u4ef7 \n1. \u4e0d\u826f\u4e8b\u4ef6\u53d1\u751f\u7387\u53ca\u5206\u7ea7 \n2. \u91cd\u8981\u5668\u5b98\u529f\u80fd\u6307\u6807\u53d8\u5316\uff08\u5fc3\u8840\u7ba1\u3001\u809d\u80be\u3001\u51dd\u8840\u7b49\uff09 \n3. \u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027\u60c5\u51b5 \n4. PEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u76d1\u6d4b\u7ed3\u679c \n\n\u56db\u3001\u6709\u6548\u6027\u8bc4\u4ef7 \n1. \u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\u53d8\u5316\uff08MAP\u3001\u5fc3\u7387\u3001\u5fc3\u7535\u56fe\uff09 \n2. \u7ec4\u7ec7\u704c\u6ce8\u53ca\u4ee3\u8c22\u6307\u6807\uff08\u8840\u4e73\u9178\u6c34\u5e73\u53ca\u6e05\u9664\u7387\u3001\u5c3f\u91cf\u3001\u8840\u6c14\u5206\u6790\uff09 \n3. \u610f\u8bc6\u6c34\u5e73\uff08GCS\u8bc4\u5206\uff09\u6539\u5584\u60c5\u51b5 \n\n\u4e94\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807 \n1. \u708e\u75c7\u56e0\u5b50\uff08TNF-\u03b1\u3001IL-6\u3001IL-10\uff09\u52a8\u6001\u53d8\u5316 \n2. \u6c27\u5316\u5e94\u6fc0\u6807\u5fd7\u7269\uff08ROS\u3001MDA\u3001GPx\uff09\u53d8\u5316\u8d8b\u52bf \n\n\u516d\u3001\u836f\u4ee3\u52a8\u529b\u5b66\u5206\u6790 \n1. \u5173\u952ePK\u53c2\u6570\uff08Cmax\u3001Tmax\u3001AUC\u3001\u534a\u8870\u671f\uff09 \n2. \u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u9a8c\u8bc1 \n3. \u8054\u5408\u7528\u836fPK\u76f8\u4e92\u4f5c\u7528\u5206\u6790 \n\n\u4e03\u3001\u5242\u91cf\u8c03\u6574\u53ca\u52a8\u6001\u76d1\u6d4b\u7ed3\u679c \n1. \u52a8\u6001\u5242\u91cf\u8c03\u6574\u5b9e\u65bd\u60c5\u51b5\u53ca\u4f9d\u636e \n2. \u4e2a\u4f53\u5316\u6cbb\u7597\u6548\u679c\u53ca\u5b89\u5168\u6027 \n\n\u516b\u3001\u603b\u7ed3\u4e0e\u7ed3\u8bba \n1. \u836f\u7269\u5b89\u5168\u6027\u53ca\u8010\u53d7\u6027\u8bc4\u4f30 \n2. \u521d\u6b65\u6709\u6548\u6027\u8bc1\u636e\u53ca\u4e34\u5e8a\u5e94\u7528\u6f5c\u529b \n3. \u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u53ca\u517c\u5bb9\u6027\u786e\u8ba4 \n4. \u8bd5\u9a8c\u5c40\u9650\u53ca\u540e\u7eed\u7814\u7a76\u5efa\u8bae \n5. \u6218\u573a\u5e94\u7528\u5efa\u8bae\u53ca\u64cd\u4f5c\u89c4\u8303 \n\n\u4e5d\u3001\u9644\u5f55 \n1. \u8be6\u7ec6\u6570\u636e\u8868\u683c\u53ca\u7edf\u8ba1\u5206\u6790\u7ed3\u679c \n2. \u4e0d\u826f\u4e8b\u4ef6\u62a5\u544a\u53ca\u5904\u7406\u8bb0\u5f55 \n3. \u91c7\u6837\u65f6\u95f4\u70b9\u53ca\u68c0\u6d4b\u65b9\u6cd5\u8bf4\u660e \n4. \u4f26\u7406\u5ba1\u6279\u53ca\u77e5\u60c5\u540c\u610f\u60c5\u51b5 \n\n---\n\n\u8bf7\u6839\u636e\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8fdb\u5c55\uff0c\u53ca\u65f6\u586b\u5199\u548c\u66f4\u65b0\u4ee5\u4e0a\u5185\u5bb9\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u3001\u51c6\u786e\uff0c\u652f\u6301\u836f\u7269\u5feb\u901f\u8f6c\u5316\u4e3a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6551\u6cbb\u5229\u5668\u3002\n```\n\n---\n\n\u4ee5\u4e0a\u4e3a\u6700\u7ec8\u6574\u5408\u7684\u4e34\u5e8a\u8bd5\u9a8c\u5b9e\u65bd\u8ba1\u5212\u53ca\u7ed3\u679c\u62a5\u544a\u6a21\u677f\uff0c\u5efa\u8bae\u7acb\u5373\u542f\u52a8\u4e34\u5e8a\u8bd5\u9a8c\u51c6\u5907\u5de5\u4f5c\uff0c\u914d\u5408\u6218\u573a\u73af\u5883\u7279\u70b9\uff0c\u786e\u4fdd\u8bd5\u9a8c\u5b89\u5168\u3001\u9ad8\u6548\u5f00\u5c55\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u534f\u52a9\u5236\u5b9a\u8be6\u7ec6\u64cd\u4f5c\u624b\u518c\u53ca\u57f9\u8bad\u6750\u6599\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c", + "content": "\u4e00\u3001\u8bd5\u9a8c\u57fa\u672c\u4fe1\u606f \n1. \u8bd5\u9a8c\u540d\u79f0\uff1a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u836f\u7269I/II\u671f\u4e34\u5e8a\u8bd5\u9a8c \n2. \u8bd5\u9a8c\u8bbe\u8ba1\uff1a\u591a\u4e2d\u5fc3\u3001\u968f\u673a\u3001\u5f00\u653e\u6807\u7b7e\u3001\u5242\u91cf\u9012\u589e \n3. \u53d7\u8bd5\u8005\u4eba\u6570\u53ca\u5206\u7ec4\u60c5\u51b5 \n4. \u8bd5\u9a8c\u65f6\u95f4\u53ca\u5730\u70b9 \n\n\u4e8c\u3001\u53d7\u8bd5\u8005\u57fa\u7ebf\u7279\u5f81 \n1. \u5e74\u9f84\u3001\u6027\u522b\u5206\u5e03 \n2. \u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u5206\u5e03\uff08\u8f7b\u5ea6\u3001\u4e2d\u5ea6\u3001\u91cd\u5ea6\uff09 \n3. \u65e2\u5f80\u75c5\u53f2\u53ca\u6392\u9664\u60c5\u51b5 \n\n\u4e09\u3001\u5b89\u5168\u6027\u8bc4\u4ef7 \n1. \u4e0d\u826f\u4e8b\u4ef6\u53d1\u751f\u7387\u53ca\u5206\u7ea7 \n2. \u91cd\u8981\u5668\u5b98\u529f\u80fd\u6307\u6807\u53d8\u5316\uff08\u5fc3\u8840\u7ba1\u3001\u809d\u80be\u3001\u51dd\u8840\u7b49\uff09 \n3. \u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027\u60c5\u51b5 \n4. 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\u8be5\u73af\u8282\u6570\u636e\u4f5c\u4e3a\u8865\u5145\u6750\u6599\uff0c\u8fdb\u4e00\u6b65\u652f\u6301\u5feb\u901f\u5ba1\u6279\u3002 \n\n4. **\u591a\u90e8\u95e8\u8054\u5408\u8bc4\u5ba1\u4f1a\u8bae** \n - \u7ec4\u7ec7\u5305\u62ec\u4e34\u5e8a\u4e13\u5bb6\u3001\u836f\u7406\u5b66\u5bb6\u3001\u6218\u573a\u533b\u7597\u4e13\u5bb6\u53ca\u76d1\u7ba1\u673a\u6784\u4ee3\u8868\u7684\u8054\u5408\u8bc4\u5ba1\uff0c\u9488\u5bf9\u836f\u7269\u7684\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u548c\u6218\u573a\u5e94\u7528\u53ef\u884c\u6027\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\u3002 \n - \u660e\u786e\u5ba1\u6279\u91cd\u70b9\u548c\u7591\u95ee\uff0c\u5feb\u901f\u53cd\u9988\u8c03\u6574\u65b9\u6848\u3002 \n\n5. **\u5ba1\u6279\u901a\u8fc7\u540e\u5feb\u901f\u63a8\u5e7f\u65b9\u6848** \n - 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**\u6709\u6548\u6027\u6570\u636e\u5145\u5206\u652f\u6301**\uff1a\u7a81\u51fa\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\u53ca\u610f\u8bc6\u6c34\u5e73\u63d0\u5347\u7684\u4e34\u5e8a\u610f\u4e49\uff0c\u4f53\u73b0\u836f\u7269\u5bf9\u6218\u573a\u91cd\u75c7\u60a3\u8005\u7684\u6551\u6cbb\u4ef7\u503c\u3002 \n- **\u6218\u573a\u64cd\u4f5c\u7b80\u4fbf\u6027**\uff1a\u5f3a\u8c03\u836f\u7269\u7684\u8f93\u6ce8\u517c\u5bb9\u6027\u3001\u5242\u91cf\u8c03\u6574\u7075\u6d3b\u6027\u548c\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\uff0c\u6ee1\u8db3\u6218\u573a\u5feb\u901f\u5e94\u53d8\u9700\u6c42\u3002 \n- **\u8054\u5408\u7528\u836f\u517c\u5bb9\u6027\u786e\u8ba4**\uff1a\u786e\u4fdd\u836f\u7269\u80fd\u591f\u5b89\u5168\u4e0e\u5e38\u7528\u6551\u6cbb\u836f\u7269\u8054\u5408\u5e94\u7528\uff0c\u907f\u514d\u836f\u4ee3\u52a8\u529b\u5b66\u51b2\u7a81\u3002 \n- **\u4f26\u7406\u5408\u89c4\u4fdd\u969c**\uff1a\u786e\u4fdd\u6240\u6709\u4e34\u5e8a\u8bd5\u9a8c\u548c\u5e94\u7528\u63a8\u5e7f\u5747\u7b26\u5408\u4f26\u7406\u5ba1\u6279\u548c\u77e5\u60c5\u540c\u610f\u8981\u6c42\u3002 \n\n\u4e09\u3001\u5efa\u8bae\u540e\u7eed\u5de5\u4f5c\n\n- \u6301\u7eed\u6536\u96c6\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\uff0c\u7279\u522b\u662f\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u7684\u957f\u671f\u7597\u6548\u548c\u5b89\u5168\u6027\u6570\u636e\u3002 \n- \u5f00\u5c55\u591a\u4e2d\u5fc3\u3001\u76f2\u6cd5III\u671f\u4e34\u5e8a\u8bd5\u9a8c\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u836f\u7269\u4e34\u5e8a\u8bc1\u636e\u3002 \n- \u4e0e\u76d1\u7ba1\u90e8\u95e8\u4fdd\u6301\u5bc6\u5207\u6c9f\u901a\uff0c\u9488\u5bf9\u5ba1\u6279\u8fc7\u7a0b\u4e2d\u63d0\u51fa\u7684\u95ee\u9898\u53ca\u65f6\u54cd\u5e94\u3002 \n- \u5236\u5b9a\u6218\u573a\u5e94\u7528\u64cd\u4f5c\u89c4\u8303\u548c\u7d27\u6025\u5904\u7406\u9884\u6848\uff0c\u4fdd\u969c\u836f\u7269\u5b89\u5168\u9ad8\u6548\u4f7f\u7528\u3002 \n\n\u7efc\u4e0a\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u548c\u6218\u573a\u5b9e\u9645\u9700\u6c42\uff0c\u8be5\u5ba1\u6279\u6d41\u7a0b\u65b9\u6848\u517c\u987e\u79d1\u5b66\u4e25\u8c28\u4e0e\u5feb\u901f\u54cd\u5e94\uff0c\u786e\u4fdd\u8be5\u836f\u7269\u80fd\u591f\u5728\u6700\u77ed\u65f6\u95f4\u5185\u6210\u4e3a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6551\u6cbb\u7684\u91cd\u8981\u5229\u5668\u3002\u4e0b\u4e00\u6b65\u5c06\u914d\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u5b8c\u5584\u6280\u672f\u6587\u4ef6\uff0c\u542f\u52a8\u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7\u7a0b\u5e8f\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\uff0c\u4ece\u75c5\u7406\u751f\u7406\u5b66\u89d2\u5ea6\u63d0\u51fa\u836f\u7269\u63a8\u5e7f\u5e94\u7528\u7684\u79d1\u5b66\u4f9d\u636e\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u652f\u6301\u5ba1\u6279\u6d41\u7a0b\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\uff0c\u4ece\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u89d2\u5ea6\uff0c\u7ed3\u5408\u836f\u7269\u4f5c\u7528\u7279\u70b9\uff0c\u63d0\u51fa\u4ee5\u4e0b\u79d1\u5b66\u4f9d\u636e\u548c\u63a8\u5e7f\u5e94\u7528\u6ce8\u610f\u4e8b\u9879\uff0c\u4ee5\u652f\u6301\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\u548c\u6218\u573a\u5feb\u901f\u5e94\u7528\uff1a\n\n\u4e00\u3001\u79d1\u5b66\u4f9d\u636e\n\n1. **\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u5e72\u9884** \n \u5931\u8840\u6027\u4f11\u514b\u7684\u6838\u5fc3\u75c5\u7406\u8fc7\u7a0b\u5305\u62ec\u8840\u5bb9\u91cf\u6025\u5267\u51cf\u5c11\u5bfc\u81f4\u7684\u7ec4\u7ec7\u704c\u6ce8\u4e0d\u8db3\u3001\u7ec6\u80de\u7f3a\u6c27\u3001\u4ee3\u8c22\u7d0a\u4e71\u53ca\u5168\u8eab\u708e\u75c7\u53cd\u5e94\u3002\u8be5\u836f\u7269\u901a\u8fc7\u6539\u5584\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff08MAP\u663e\u8457\u63d0\u5347\uff0c\u5fc3\u7387\u7a33\u5b9a\uff09\u6709\u6548\u6062\u590d\u5faa\u73af\u8840\u5bb9\u91cf\u548c\u7ec4\u7ec7\u704c\u6ce8\uff0c\u51cf\u5c11\u7ec6\u80de\u7f3a\u6c27\u548c\u4ee3\u8c22\u6027\u9178\u4e2d\u6bd2\uff08\u8840\u4e73\u9178\u6c34\u5e73\u4e0b\u964d\uff0c\u6e05\u9664\u7387\u63d0\u5347\uff09\uff0c\u76f4\u63a5\u9488\u5bf9\u4f11\u514b\u81f4\u6b7b\u94fe\u6761\u7684\u5173\u952e\u73af\u8282\u53d1\u6325\u4f5c\u7528\u3002\n\n2. **\u8c03\u8282\u514d\u75ab\u708e\u75c7\u53cd\u5e94\uff0c\u51cf\u8f7b\u7ee7\u53d1\u6027\u635f\u4f24** \n \u4e34\u5e8a\u6570\u636e\u663e\u793a\u836f\u7269\u80fd\u663e\u8457\u964d\u4f4e\u4fc3\u708e\u56e0\u5b50TNF-\u03b1\u3001IL-6\u6c34\u5e73\uff0c\u540c\u65f6\u63d0\u5347\u6297\u708e\u56e0\u5b50IL-10\uff0c\u63d0\u793a\u5176\u5177\u6709\u8c03\u63a7\u514d\u75ab\u708e\u75c7\u5e73\u8861\u7684\u4f5c\u7528\uff0c\u6709\u52a9\u4e8e\u51cf\u8f7b\u5931\u8840\u6027\u4f11\u514b\u540e\u514d\u75ab\u7d0a\u4e71\u548c\u591a\u5668\u5b98\u635f\u4f24\u98ce\u9669\uff0c\u7b26\u5408\u5f53\u524d\u5bf9\u4f11\u514b\u75c5\u7406\u673a\u5236\u4e2d\u708e\u75c7\u4ecb\u5bfc\u635f\u4f24\u7684\u8ba4\u8bc6\u3002\n\n3. **\u6297\u6c27\u5316\u5e94\u6fc0\u4f5c\u7528\uff0c\u4fdd\u62a4\u7ec6\u80de\u529f\u80fd** \n \u836f\u7269\u4f7f\u7528\u540e\u6c27\u5316\u5e94\u6fc0\u6807\u5fd7\u7269ROS\u3001MDA\u4e0b\u964d\uff0c\u6297\u6c27\u5316\u9176GPx\u6d3b\u6027\u63d0\u5347\uff0c\u8868\u660e\u5176\u5177\u5907\u51cf\u8f7b\u6c27\u5316\u5e94\u6fc0\u635f\u4f24\u7684\u80fd\u529b\uff0c\u4fdd\u62a4\u7ec6\u80de\u819c\u548c\u7ebf\u7c92\u4f53\u529f\u80fd\uff0c\u9632\u6b62\u4f11\u514b\u76f8\u5173\u7684\u7ec6\u80de\u51cb\u4ea1\u548c\u5668\u5b98\u529f\u80fd\u8870\u7aed\u3002\n\n4. **\u836f\u4ee3\u52a8\u529b\u5b66\u652f\u6301\u4e2a\u4f53\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574** \n \u836f\u7269\u5177\u6709\u660e\u786e\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u548c\u826f\u597d\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u6027\uff08\u5408\u7406\u7684Cmax\u3001\u534a\u8870\u671f\uff09\uff0c\u652f\u6301\u5728\u4e0d\u540c\u4f11\u514b\u5206\u7ea7\u60a3\u8005\u4e2d\u6839\u636e\u4e34\u5e8a\u6307\u6807\u52a8\u6001\u8c03\u6574\u5242\u91cf\uff0c\u6ee1\u8db3\u6218\u573a\u4e0a\u5feb\u901f\u54cd\u5e94\u548c\u4e2a\u4f53\u5316\u6cbb\u7597\u9700\u6c42\u3002\n\n5. **\u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u53ca\u517c\u5bb9\u6027** \n \u4e34\u5e8a\u6570\u636e\u786e\u8ba4\u836f\u7269\u4e0e\u5e38\u7528\u6551\u6cbb\u836f\u7269\u65e0\u663e\u8457PK\u76f8\u4e92\u4f5c\u7528\uff0c\u8054\u5408\u5e94\u7528\u5b89\u5168\uff0c\u7b26\u5408\u6218\u573a\u591a\u836f\u8054\u5408\u6551\u6cbb\u7684\u5b9e\u9645\u60c5\u51b5\u3002\n\n\u4e8c\u3001\u63a8\u5e7f\u5e94\u7528\u6ce8\u610f\u4e8b\u9879\n\n1. **\u4e25\u683c\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\u548c\u4ee3\u8c22\u6307\u6807** \n \u63a8\u5e7f\u8fc7\u7a0b\u4e2d\u5e94\u91cd\u70b9\u76d1\u6d4bMAP\u3001\u5fc3\u7387\u3001\u8840\u4e73\u9178\u53ca\u8840\u6c14\u5206\u6790\uff0c\u53ca\u65f6\u8c03\u6574\u5242\u91cf\uff0c\u9632\u6b62\u8fc7\u5ea6\u7ea0\u6b63\u5bfc\u81f4\u7684\u8840\u6d41\u52a8\u529b\u5b66\u6ce2\u52a8\u6216\u4ee3\u8c22\u7d0a\u4e71\u3002\n\n2. **\u5173\u6ce8\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u52a8\u6001** \n \u7ed3\u5408\u708e\u75c7\u56e0\u5b50\u548c\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u53d8\u5316\uff0c\u8bc4\u4f30\u836f\u7269\u7597\u6548\u53ca\u6f5c\u5728\u4e0d\u826f\u53cd\u5e94\uff0c\u5fc5\u8981\u65f6\u8f85\u4ee5\u8f85\u52a9\u6cbb\u7597\uff0c\u9632\u6b62\u514d\u75ab\u6291\u5236\u6216\u6c27\u5316\u635f\u4f24\u53cd\u5f39\u3002\n\n3. **\u6ce8\u610f\u8f93\u6ce8\u90e8\u4f4d\u53ca\u88c5\u7f6e\u517c\u5bb9\u6027** \n \u4e34\u5e8a\u8bd5\u9a8c\u663e\u793a\u836f\u7269\u8f93\u6ce8\u5c40\u90e8\u53cd\u5e94\u8f83\u8f7b\u5fae\uff0c\u4f46\u6218\u573a\u73af\u5883\u590d\u6742\uff0c\u9700\u4e25\u683c\u9075\u5b88\u8f93\u6ce8\u89c4\u8303\uff0c\u786e\u4fdd\u88c5\u7f6e\u517c\u5bb9\uff0c\u907f\u514d\u5c40\u90e8\u611f\u67d3\u548c\u8f93\u6ce8\u76f8\u5173\u5e76\u53d1\u75c7\u3002\n\n4. **\u4e2a\u4f53\u5316\u6cbb\u7597\u65b9\u6848\u7684\u5b9e\u65bd** \n \u6839\u636e\u60a3\u8005\u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u53ca\u52a8\u6001\u76d1\u6d4b\u6570\u636e\uff0c\u7075\u6d3b\u8c03\u6574\u5242\u91cf\uff0c\u7279\u522b\u662f\u91cd\u5ea6\u60a3\u8005\u5e94\u52a0\u5f3a\u76d1\u62a4\uff0c\u9632\u6b62\u836f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002\n\n5. **\u957f\u671f\u5b89\u5168\u6027\u53ca\u4ee3\u8c22\u4ea7\u7269\u76d1\u6d4b** \n \u867d\u7136\u77ed\u671f\u5b89\u5168\u6027\u826f\u597d\uff0c\u4f46\u5e94\u7ee7\u7eed\u76d1\u6d4bPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u60c5\u51b5\uff0c\u9884\u9632\u957f\u671f\u6f5c\u5728\u6bd2\u6027\uff0c\u786e\u4fdd\u6218\u573a\u6301\u7eed\u4f7f\u7528\u5b89\u5168\u3002\n\n\u4e09\u3001\u7ed3\u8bba\n\n\u8be5\u836f\u7269\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u517c\u5177\u6539\u5584\u5faa\u73af\u3001\u8c03\u8282\u514d\u75ab\u53ca\u6297\u6c27\u5316\u591a\u91cd\u4f5c\u7528\uff0c\u4e34\u5e8a\u8bd5\u9a8c\u663e\u793a\u826f\u597d\u5b89\u5168\u6027\u548c\u521d\u6b65\u6709\u6548\u6027\uff0c\u5177\u5907\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u79d1\u5b66\u57fa\u7840\u3002\u63a8\u5e7f\u5e94\u7528\u65f6\u5e94\u7ed3\u5408\u52a8\u6001\u76d1\u6d4b\u548c\u4e2a\u4f53\u5316\u8c03\u6574\uff0c\u786e\u4fdd\u6700\u5927\u7597\u6548\u548c\u5b89\u5168\u6027\uff0c\u652f\u6301\u836f\u7269\u4f18\u5148\u5ba1\u6279\u548c\u5feb\u901f\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\u3002\n\n\u6211\u5c06\u914d\u5408\u6218\u573a\u519b\u533b\u5b8c\u5584\u76f8\u5173\u6280\u672f\u6587\u4ef6\uff0c\u63d0\u4f9b\u75c5\u7406\u751f\u7406\u5b66\u4e13\u4e1a\u652f\u6301\uff0c\u63a8\u52a8\u5ba1\u6279\u6d41\u7a0b\u987a\u5229\u8fdb\u884c\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u4f18\u5316\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\uff0c\u91cd\u70b9\u7a81\u51fa\u836f\u7269\u5728\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u79d1\u5b66\u4f9d\u636e\u548c\u63a8\u5e7f\u5efa\u8bae\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u53ca\u6218\u573a\u6551\u6cbb\u7684\u6781\u7aef\u9700\u6c42\uff0c\u73b0\u5bf9\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u836f\u7269\u5728\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u53ef\u884c\u6027\u4e0e\u5b89\u5168\u6027\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u4f18\u5316\u540e\u7684\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\u65b9\u6848\n\n1. **\u8d44\u6599\u51c6\u5907\u4e0e\u79d1\u5b66\u8bba\u8bc1\u5f3a\u5316** \n - \u9664\u5b8c\u6574\u6574\u7406\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u5916\uff0c\u7279\u522b\u7a81\u51fa\u836f\u7269\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u591a\u91cd\u5e72\u9884\u4f5c\u7528\uff0c\u5305\u62ec\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\u3001\u514d\u75ab\u708e\u75c7\u8c03\u8282\u548c\u6297\u6c27\u5316\u5e94\u6fc0\u4fdd\u62a4\u3002 \n - \u5f3a\u8c03\u836f\u7269\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u548c\u4e2a\u4f53\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574\u80fd\u529b\uff0c\u7a81\u51fa\u5176\u9002\u5e94\u591a\u6837\u5316\u6218\u573a\u4f24\u5458\u7684\u7075\u6d3b\u6027\u3002 \n - \u6c47\u603b\u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u6570\u636e\uff0c\u786e\u4fdd\u836f\u7269\u53ef\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u5b89\u5168\u517c\u5bb9\u3002\n\n2. **\u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7\u5f3a\u5316\u79d1\u5b66\u4f9d\u636e** \n - \u5728\u7533\u8bf7\u201c\u4f18\u5148\u5ba1\u8bc4\u201d\u6216\u201c\u7a81\u7834\u6027\u6cbb\u7597\u836f\u7269\u201d\u8d44\u683c\u65f6\uff0c\u91cd\u70b9\u63d0\u4ea4\u836f\u7269\u5bf9\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u5faa\u73af\u6062\u590d\u3001\u708e\u75c7\u8c03\u8282\u548c\u7ec6\u80de\u4fdd\u62a4\u7684\u591a\u91cd\u4f5c\u7528\u8bc1\u636e\uff0c\u7a81\u51fa\u5176\u5728\u6218\u573a\u6551\u6cbb\u4e2d\u7684\u72ec\u7279\u4ef7\u503c\u548c\u7d27\u8feb\u6027\u3002 \n - \u9644\u52a0\u75c5\u7406\u751f\u7406\u5b66\u89d2\u5ea6\u7684\u79d1\u5b66\u5206\u6790\u62a5\u544a\uff0c\u589e\u5f3a\u5ba1\u6279\u90e8\u95e8\u5bf9\u836f\u7269\u4f5c\u7528\u673a\u5236\u53ca\u5b89\u5168\u6027\u7684\u4fe1\u5fc3\u3002\n\n3. **\u6218\u573a\u6a21\u62df\u9a8c\u8bc1\u7ec6\u5316** \n - \u5728\u6a21\u62df\u9a8c\u8bc1\u4e2d\u589e\u52a0\u5bf9\u836f\u7269\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u53d8\u5316\u7684\u52a8\u6001\u76d1\u6d4b\uff0c\u9a8c\u8bc1\u5176\u5728\u590d\u6742\u6218\u573a\u73af\u5883\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u7597\u6548\u6301\u7eed\u6027\u3002 \n - \u4e25\u683c\u8bc4\u4f30\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u88c5\u7f6e\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u64cd\u4f5c\u7b80\u4fbf\u4e14\u5b89\u5168\uff0c\u907f\u514d\u6218\u573a\u73af\u5883\u4e0b\u7684\u8f93\u6ce8\u76f8\u5173\u5e76\u53d1\u75c7\u3002\n\n4. **\u591a\u90e8\u95e8\u8054\u5408\u8bc4\u5ba1\u6df1\u5316** \n - \u8bc4\u5ba1\u4f1a\u8bae\u589e\u8bbe\u75c5\u7406\u751f\u7406\u5b66\u4e13\u5bb6\u4e13\u573a\uff0c\u9488\u5bf9\u836f\u7269\u7684\u75c5\u7406\u673a\u5236\u5e72\u9884\u6548\u679c\u3001\u4ee3\u8c22\u7279\u6027\u53ca\u4e2a\u4f53\u5316\u7528\u836f\u7b56\u7565\u8fdb\u884c\u6df1\u5165\u8ba8\u8bba\u3002 \n - \u660e\u786e\u5ba1\u6279\u91cd\u70b9\u56f4\u7ed5\u5b89\u5168\u6027\u76d1\u63a7\u3001\u52a8\u6001\u5242\u91cf\u8c03\u6574\u53ca\u6218\u573a\u64cd\u4f5c\u89c4\u8303\uff0c\u5f62\u6210\u5feb\u901f\u53cd\u9988\u548c\u65b9\u6848\u4f18\u5316\u673a\u5236\u3002\n\n5. **\u5ba1\u6279\u901a\u8fc7\u540e\u63a8\u5e7f\u65b9\u6848\u5f3a\u5316** \n - \u5236\u5b9a\u8be6\u7ec6\u7684\u6218\u573a\u5e94\u7528\u64cd\u4f5c\u89c4\u8303\uff0c\u7ed3\u5408\u52a8\u6001\u76d1\u6d4b\u6307\u6807\uff08MAP\u3001\u8840\u4e73\u9178\u3001\u708e\u75c7\u56e0\u5b50\u3001\u6c27\u5316\u5e94\u6fc0\u6807\u5fd7\u7269\uff09\u6307\u5bfc\u4e34\u5e8a\u51b3\u7b56\u3002 \n - \u5efa\u7acb\u6218\u573a\u7528\u836f\u5b89\u5168\u76d1\u6d4b\u7f51\u7edc\uff0c\u5b9e\u65f6\u6536\u96c6\u4e0d\u826f\u4e8b\u4ef6\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u60c5\u51b5\uff0c\u786e\u4fdd\u957f\u671f\u5b89\u5168\u3002 \n - \u8bbe\u8ba1\u5206\u7ea7\u57f9\u8bad\u4f53\u7cfb\uff0c\u91cd\u70b9\u57f9\u8bad\u6218\u573a\u533b\u7597\u4eba\u5458\u5bf9\u836f\u7269\u7684\u52a8\u6001\u5242\u91cf\u8c03\u6574\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u76d1\u6d4b\u53ca\u5e94\u6025\u5904\u7406\u80fd\u529b\u3002 \n - \u63a8\u5e7f\u4e2a\u4f53\u5316\u6cbb\u7597\u65b9\u6848\uff0c\u7279\u522b\u9488\u5bf9\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u52a0\u5f3a\u76d1\u62a4\u548c\u7528\u836f\u8c03\u6574\uff0c\u9632\u6b62\u836f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002\n\n\u4e8c\u3001\u836f\u7269\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u4fdd\u969c\n\n1. **\u591a\u91cd\u75c5\u7406\u673a\u5236\u9776\u5411\uff0c\u63d0\u5347\u4e34\u5e8a\u6551\u6cbb\u6548\u679c** \n - \u836f\u7269\u901a\u8fc7\u6539\u5584\u5faa\u73af\u8840\u6d41\u52a8\u529b\u5b66\u3001\u8c03\u8282\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u53ca\u51cf\u8f7b\u6c27\u5316\u5e94\u6fc0\uff0c\u7efc\u5408\u4f5c\u7528\u4e8e\u5931\u8840\u6027\u4f11\u514b\u7684\u81f4\u6b7b\u94fe\u6761\uff0c\u663e\u8457\u63d0\u5347\u60a3\u8005\u751f\u5b58\u7387\u548c\u610f\u8bc6\u6c34\u5e73\u3002 \n\n2. **\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u548c\u52a8\u6001\u5242\u91cf\u8c03\u6574\uff0c\u6ee1\u8db3\u6218\u573a\u4e2a\u4f53\u5316\u9700\u6c42** \n - \u7075\u6d3b\u7684\u5242\u91cf\u8c03\u6574\u65b9\u6848\u548c\u826f\u597d\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5728\u4e0d\u540c\u4f11\u514b\u5206\u7ea7\u60a3\u8005\u4e2d\u5747\u80fd\u5b89\u5168\u6709\u6548\u5e94\u7528\uff0c\u9002\u5e94\u6218\u573a\u5feb\u901f\u53d8\u5316\u7684\u6551\u6cbb\u73af\u5883\u3002 \n\n3. **\u8054\u5408\u7528\u836f\u517c\u5bb9\u6027\u4fdd\u969c\u591a\u836f\u534f\u540c\u6551\u6cbb** \n - \u4e34\u5e8a\u6570\u636e\u786e\u8ba4\u65e0\u663e\u8457\u836f\u4ee3\u52a8\u529b\u5b66\u51b2\u7a81\uff0c\u4fdd\u969c\u836f\u7269\u4e0e\u5e38\u7528\u6551\u6cbb\u836f\u7269\u5b89\u5168\u8054\u5408\u4f7f\u7528\uff0c\u7b26\u5408\u6218\u573a\u591a\u836f\u8054\u5408\u6551\u6cbb\u5b9e\u9645\u3002 \n\n4. **\u4e25\u683c\u5b89\u5168\u76d1\u6d4b\u548c\u64cd\u4f5c\u89c4\u8303\uff0c\u9632\u8303\u6218\u573a\u7279\u6b8a\u98ce\u9669** \n - \u91cd\u70b9\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\u3001\u4ee3\u8c22\u53ca\u514d\u75ab\u708e\u75c7\u6307\u6807\uff0c\u53ca\u65f6\u8c03\u6574\u6cbb\u7597\u65b9\u6848\uff0c\u9632\u6b62\u8fc7\u5ea6\u7ea0\u6b63\u548c\u6f5c\u5728\u6bd2\u6027\u3002 \n - \u4e25\u683c\u8f93\u6ce8\u89c4\u8303\u548c\u88c5\u7f6e\u517c\u5bb9\u6027\u8981\u6c42\uff0c\u51cf\u5c11\u8f93\u6ce8\u76f8\u5173\u5e76\u53d1\u75c7\u98ce\u9669\u3002 \n - 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\u5efa\u7acb\u6218\u573a\u7528\u836f\u53cd\u9988\u53ca\u5e94\u6025\u54cd\u5e94\u673a\u5236\uff0c\u4fdd\u969c\u836f\u7269\u63a8\u5e7f\u8fc7\u7a0b\u4e2d\u7684\u6301\u7eed\u4f18\u5316\u3002\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u5ba1\u6279\u4e0e\u63a8\u5e7f\u65b9\u6848\u79d1\u5b66\u4e25\u8c28\uff0c\u5145\u5206\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u673a\u5236\u548c\u6218\u573a\u5b9e\u9645\u9700\u6c42\uff0c\u786e\u4fdd\u8be5\u836f\u7269\u80fd\u591f\u5feb\u901f\u3001\u5b89\u5168\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\uff0c\u6700\u5927\u9650\u5ea6\u63d0\u5347\u4f24\u5458\u6551\u6cbb\u6210\u529f\u7387\u3002\u4e0b\u4e00\u6b65\uff0c\u6211\u5c06\u534f\u540c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u5b8c\u5584\u6280\u672f\u6587\u4ef6\uff0c\u63a8\u52a8\u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7\u548c\u6218\u573a\u63a8\u5e7f\u51c6\u5907\u5de5\u4f5c\u5168\u9762\u5c55\u5f00\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6279\u5224\u6027\u8bc4\u4f30\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u836f\u7269\u5ba1\u6279\u53ca\u63a8\u5e7f\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u4e34\u5e8a\u53ef\u64cd\u4f5c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u6218\u573a\u519b\u533b\u63d0\u51fa\u7684\u5ba1\u6279\u53ca\u63a8\u5e7f\u65b9\u6848\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u5145\u5206\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u548c\u6218\u573a\u9700\u6c42\uff0c\u7279\u522b\u5f3a\u8c03\u4e86\u591a\u91cd\u75c5\u7406\u673a\u5236\u9776\u5411\u548c\u52a8\u6001\u5242\u91cf\u8c03\u6574\uff0c\u5177\u6709\u8f83\u5f3a\u4e34\u5e8a\u53ef\u64cd\u4f5c\u6027\u3002\u4f46\u4e3a\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u5efa\u8bae\u91cd\u70b9\u5173\u6ce8\uff1a\n\n1. **\u5f3a\u5316\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u65b9\u6848** \n \u6218\u573a\u73af\u5883\u590d\u6742\u4e14\u6301\u7eed\u4f7f\u7528\u53ef\u80fd\u5e26\u6765PEG\u884d\u751f\u7269\u84c4\u79ef\u98ce\u9669\uff0c\u5efa\u8bae\u5728\u5ba1\u6279\u6d41\u7a0b\u4e2d\u660e\u786e\u957f\u671f\u968f\u8bbf\u548c\u4ee3\u8c22\u4ea7\u7269\u76d1\u6d4b\u7684\u5177\u4f53\u9891\u7387\u548c\u6807\u51c6\uff0c\u786e\u4fdd\u6301\u7eed\u5b89\u5168\u6027\u3002\n\n2. **\u7b80\u5316\u6218\u573a\u64cd\u4f5c\u6d41\u7a0b\uff0c\u63d0\u5347\u5b9e\u7528\u6027** \n \u65b9\u6848\u4e2d\u52a8\u6001\u76d1\u6d4b\u6307\u6807\u8f83\u591a\uff0c\u5b9e\u9645\u6218\u573a\u6761\u4ef6\u4e0b\u53ef\u80fd\u53d7\u9650\uff0c\u5efa\u8bae\u4f18\u9009\u5173\u952e\u6307\u6807\uff08\u5982MAP\u548c\u8840\u4e73\u9178\uff09\u4f5c\u4e3a\u4e3b\u8981\u76d1\u6d4b\u53c2\u6570\uff0c\u8f85\u4ee5\u7b80\u4fbf\u5feb\u901f\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\uff0c\u4fdd\u8bc1\u64cd\u4f5c\u7b80\u6d01\u9ad8\u6548\u3002\n\n\u6574\u4f53\u65b9\u6848\u57fa\u7840\u624e\u5b9e\uff0c\u7ed3\u5408\u4ee5\u4e0a\u6539\u8fdb\u5c06\u66f4\u5177\u63a8\u5e7f\u4ef7\u503c\u548c\u5b9e\u6218\u9002\u5e94\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6218\u573a\u519b\u533b", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u5e76\u7b26\u5408\u6218\u573a\u5feb\u901f\u5e94\u7528\u9700\u6c42\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u65b9\u6848\uff0c\u7b80\u5316\u6218\u573a\u64cd\u4f5c\u6d41\u7a0b\uff0c\u4f18\u5316\u76d1\u6d4b\u6307\u6807\u9009\u62e9\uff0c\u786e\u4fdd\u65b9\u6848\u65e2\u79d1\u5b66\u4e25\u8c28\u53c8\u5207\u5b9e\u53ef\u884c\uff0c\u7b26\u5408\u6218\u573a\u6781\u7aef\u73af\u5883\u4e0b\u7684\u5feb\u901f\u5e94\u7528\u9700\u6c42\u3002\u73b0\u5c06\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\u5448\u73b0\u5982\u4e0b\uff1a\n\n## Improved version of \u836f\u7269\u5ba1\u6279\u548c\u63a8\u5e7f\u65b9\u6848\n\n\u4e00\u3001\u4f18\u5316\u540e\u7684\u836f\u7269\u5ba1\u6279\u6d41\u7a0b\u65b9\u6848\n\n1. **\u8d44\u6599\u51c6\u5907\u4e0e\u79d1\u5b66\u8bba\u8bc1\u5f3a\u5316** \n - \u5b8c\u6574\u6574\u7406\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\uff0c\u7a81\u51fa\u836f\u7269\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u591a\u91cd\u5e72\u9884\u4f5c\u7528\uff0c\u5305\u62ec\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\u3001\u514d\u75ab\u708e\u75c7\u8c03\u8282\u548c\u6297\u6c27\u5316\u5e94\u6fc0\u4fdd\u62a4\u3002 \n - \u5f3a\u8c03\u836f\u7269\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u548c\u4e2a\u4f53\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574\u80fd\u529b\uff0c\u7a81\u51fa\u5176\u9002\u5e94\u591a\u6837\u5316\u6218\u573a\u4f24\u5458\u7684\u7075\u6d3b\u6027\u3002 \n - \u6c47\u603b\u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u6570\u636e\uff0c\u786e\u4fdd\u836f\u7269\u53ef\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u5b89\u5168\u517c\u5bb9\u3002 \n - 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\u9644\u52a0\u75c5\u7406\u751f\u7406\u5b66\u89d2\u5ea6\u7684\u79d1\u5b66\u5206\u6790\u62a5\u544a\uff0c\u589e\u5f3a\u5ba1\u6279\u90e8\u95e8\u5bf9\u836f\u7269\u4f5c\u7528\u673a\u5236\u53ca\u5b89\u5168\u6027\u7684\u4fe1\u5fc3\u3002 \n\n3. **\u6218\u573a\u6a21\u62df\u9a8c\u8bc1\u7ec6\u5316** \n - \u589e\u52a0\u5bf9\u836f\u7269\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u53d8\u5316\u7684\u52a8\u6001\u76d1\u6d4b\uff0c\u9a8c\u8bc1\u5176\u5728\u590d\u6742\u6218\u573a\u73af\u5883\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u7597\u6548\u6301\u7eed\u6027\u3002 \n - \u4e25\u683c\u8bc4\u4f30\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u88c5\u7f6e\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u64cd\u4f5c\u7b80\u4fbf\u4e14\u5b89\u5168\uff0c\u907f\u514d\u6218\u573a\u73af\u5883\u4e0b\u7684\u8f93\u6ce8\u76f8\u5173\u5e76\u53d1\u75c7\u3002 \n - \u7b80\u5316\u76d1\u6d4b\u6d41\u7a0b\uff0c\u4f18\u5148\u91c7\u7528\u5173\u952e\u6307\u6807\uff08\u5982MAP\u548c\u8840\u4e73\u9178\uff09\u53ca\u5feb\u901f\u73b0\u573a\u68c0\u6d4b\u6280\u672f\uff0c\u63d0\u5347\u6218\u573a\u5b9e\u7528\u6027\u3002 \n\n4. **\u591a\u90e8\u95e8\u8054\u5408\u8bc4\u5ba1\u6df1\u5316** \n - \u8bc4\u5ba1\u4f1a\u8bae\u589e\u8bbe\u75c5\u7406\u751f\u7406\u5b66\u4e13\u5bb6\u4e13\u573a\uff0c\u9488\u5bf9\u836f\u7269\u7684\u75c5\u7406\u673a\u5236\u5e72\u9884\u6548\u679c\u3001\u4ee3\u8c22\u7279\u6027\u53ca\u4e2a\u4f53\u5316\u7528\u836f\u7b56\u7565\u8fdb\u884c\u6df1\u5165\u8ba8\u8bba\u3002 \n - \u660e\u786e\u5ba1\u6279\u91cd\u70b9\u56f4\u7ed5\u5b89\u5168\u6027\u76d1\u63a7\u3001\u52a8\u6001\u5242\u91cf\u8c03\u6574\u53ca\u6218\u573a\u64cd\u4f5c\u89c4\u8303\uff0c\u5f62\u6210\u5feb\u901f\u53cd\u9988\u548c\u65b9\u6848\u4f18\u5316\u673a\u5236\u3002 \n\n5. **\u5ba1\u6279\u901a\u8fc7\u540e\u63a8\u5e7f\u65b9\u6848\u5f3a\u5316** \n - \u5236\u5b9a\u8be6\u7ec6\u7684\u6218\u573a\u5e94\u7528\u64cd\u4f5c\u89c4\u8303\uff0c\u7ed3\u5408\u52a8\u6001\u76d1\u6d4b\u6307\u6807\u6307\u5bfc\u4e34\u5e8a\u51b3\u7b56\uff0c\u4f18\u9009MAP\u548c\u8840\u4e73\u9178\u4f5c\u4e3a\u4e3b\u8981\u76d1\u6d4b\u53c2\u6570\uff0c\u8f85\u4ee5\u7b80\u4fbf\u5feb\u901f\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u3002 \n - \u5efa\u7acb\u6218\u573a\u7528\u836f\u5b89\u5168\u76d1\u6d4b\u7f51\u7edc\uff0c\u5b9e\u65f6\u6536\u96c6\u4e0d\u826f\u4e8b\u4ef6\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u60c5\u51b5\uff0c\u786e\u4fdd\u957f\u671f\u5b89\u5168\u3002 \n - \u8bbe\u8ba1\u5206\u7ea7\u57f9\u8bad\u4f53\u7cfb\uff0c\u91cd\u70b9\u57f9\u8bad\u6218\u573a\u533b\u7597\u4eba\u5458\u5bf9\u836f\u7269\u7684\u52a8\u6001\u5242\u91cf\u8c03\u6574\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u76d1\u6d4b\u53ca\u5e94\u6025\u5904\u7406\u80fd\u529b\u3002 \n - \u63a8\u5e7f\u4e2a\u4f53\u5316\u6cbb\u7597\u65b9\u6848\uff0c\u7279\u522b\u9488\u5bf9\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u52a0\u5f3a\u76d1\u62a4\u548c\u7528\u836f\u8c03\u6574\uff0c\u9632\u6b62\u836f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002 \n - \u7b80\u5316\u548c\u6807\u51c6\u5316\u6218\u573a\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u533b\u62a4\u4eba\u5458\u80fd\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u9ad8\u6548\u3001\u51c6\u786e\u5730\u5b8c\u6210\u836f\u7269\u4f7f\u7528\u548c\u76d1\u6d4b\u3002 \n\n\u4e8c\u3001\u836f\u7269\u6218\u573a\u5feb\u901f\u5e94\u7528\u7684\u53ef\u884c\u6027\u548c\u5b89\u5168\u6027\u4fdd\u969c\n\n1. **\u591a\u91cd\u75c5\u7406\u673a\u5236\u9776\u5411\uff0c\u63d0\u5347\u4e34\u5e8a\u6551\u6cbb\u6548\u679c** \n - \u836f\u7269\u901a\u8fc7\u6539\u5584\u5faa\u73af\u8840\u6d41\u52a8\u529b\u5b66\u3001\u8c03\u8282\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u53ca\u51cf\u8f7b\u6c27\u5316\u5e94\u6fc0\uff0c\u7efc\u5408\u4f5c\u7528\u4e8e\u5931\u8840\u6027\u4f11\u514b\u7684\u81f4\u6b7b\u94fe\u6761\uff0c\u663e\u8457\u63d0\u5347\u60a3\u8005\u751f\u5b58\u7387\u548c\u610f\u8bc6\u6c34\u5e73\u3002 \n\n2. **\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u548c\u52a8\u6001\u5242\u91cf\u8c03\u6574\uff0c\u6ee1\u8db3\u6218\u573a\u4e2a\u4f53\u5316\u9700\u6c42** \n - \u7075\u6d3b\u7684\u5242\u91cf\u8c03\u6574\u65b9\u6848\u548c\u826f\u597d\u7684\u836f\u4ee3\u52a8\u529b\u5b66\u7279\u6027\uff0c\u786e\u4fdd\u836f\u7269\u5728\u4e0d\u540c\u4f11\u514b\u5206\u7ea7\u60a3\u8005\u4e2d\u5747\u80fd\u5b89\u5168\u6709\u6548\u5e94\u7528\uff0c\u9002\u5e94\u6218\u573a\u5feb\u901f\u53d8\u5316\u7684\u6551\u6cbb\u73af\u5883\u3002 \n\n3. **\u8054\u5408\u7528\u836f\u517c\u5bb9\u6027\u4fdd\u969c\u591a\u836f\u534f\u540c\u6551\u6cbb** \n - \u4e34\u5e8a\u6570\u636e\u786e\u8ba4\u65e0\u663e\u8457\u836f\u4ee3\u52a8\u529b\u5b66\u51b2\u7a81\uff0c\u4fdd\u969c\u836f\u7269\u4e0e\u5e38\u7528\u6551\u6cbb\u836f\u7269\u5b89\u5168\u8054\u5408\u4f7f\u7528\uff0c\u7b26\u5408\u6218\u573a\u591a\u836f\u8054\u5408\u6551\u6cbb\u5b9e\u9645\u3002 \n\n4. **\u4e25\u683c\u5b89\u5168\u76d1\u6d4b\u548c\u64cd\u4f5c\u89c4\u8303\uff0c\u9632\u8303\u6218\u573a\u7279\u6b8a\u98ce\u9669** \n - \u91cd\u70b9\u76d1\u6d4b\u8840\u6d41\u52a8\u529b\u5b66\uff08\u4f18\u5148MAP\uff09\u3001\u4ee3\u8c22\u6307\u6807\uff08\u4f18\u5148\u8840\u4e73\u9178\uff09\u53ca\u514d\u75ab\u708e\u75c7\u6307\u6807\uff0c\u7ed3\u5408\u7b80\u4fbf\u5feb\u901f\u68c0\u6d4b\u65b9\u6cd5\uff0c\u53ca\u65f6\u8c03\u6574\u6cbb\u7597\u65b9\u6848\uff0c\u9632\u6b62\u8fc7\u5ea6\u7ea0\u6b63\u548c\u6f5c\u5728\u6bd2\u6027\u3002 \n - \u4e25\u683c\u8f93\u6ce8\u89c4\u8303\u548c\u88c5\u7f6e\u517c\u5bb9\u6027\u8981\u6c42\uff0c\u51cf\u5c11\u8f93\u6ce8\u76f8\u5173\u5e76\u53d1\u75c7\u98ce\u9669\u3002 \n - \u957f\u671f\u76d1\u63a7PEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\uff0c\u4fdd\u969c\u6301\u7eed\u4f7f\u7528\u5b89\u5168\u3002 \n\n\u4e09\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae\n\n- \u6301\u7eed\u5b8c\u5584\u4e34\u5e8a\u6570\u636e\u6536\u96c6\uff0c\u7279\u522b\u662f\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u7684\u957f\u671f\u7597\u6548\u4e0e\u5b89\u5168\u6027\u8ffd\u8e2a\uff0c\u660e\u786e\u968f\u8bbf\u65f6\u95f4\u70b9\u548c\u76d1\u6d4b\u6307\u6807\u3002 \n- \u542f\u52a8\u591a\u4e2d\u5fc3\u3001\u76f2\u6cd5III\u671f\u4e34\u5e8a\u8bd5\u9a8c\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u836f\u7269\u8bc1\u636e\u57fa\u7840\u3002 \n- \u4e0e\u76d1\u7ba1\u90e8\u95e8\u4fdd\u6301\u5bc6\u5207\u6c9f\u901a\uff0c\u9488\u5bf9\u5ba1\u6279\u53cd\u9988\u8fc5\u901f\u8c03\u6574\u65b9\u6848\u3002 \n- \u5f00\u5c55\u6218\u573a\u533b\u7597\u4eba\u5458\u4e13\u9879\u57f9\u8bad\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u3001\u9ad8\u6548\u5e94\u7528\uff0c\u91cd\u70b9\u57f9\u8bad\u7b80\u5316\u76d1\u6d4b\u6d41\u7a0b\u548c\u5e94\u6025\u5904\u7406\u3002 \n- \u5efa\u7acb\u6218\u573a\u7528\u836f\u53cd\u9988\u53ca\u5e94\u6025\u54cd\u5e94\u673a\u5236\uff0c\u4fdd\u969c\u836f\u7269\u63a8\u5e7f\u8fc7\u7a0b\u4e2d\u7684\u6301\u7eed\u4f18\u5316\u3002 \n\n\u7efc\u4e0a\uff0c\u7ecf\u8fc7\u5f3a\u5316\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u548c\u7b80\u5316\u6218\u573a\u64cd\u4f5c\u6d41\u7a0b\uff0c\u4f18\u5316\u540e\u7684\u5ba1\u6279\u4e0e\u63a8\u5e7f\u65b9\u6848\u79d1\u5b66\u4e25\u8c28\u4e14\u9ad8\u5ea6\u5b9e\u7528\uff0c\u5145\u5206\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u75c5\u7406\u673a\u5236\u548c\u6218\u573a\u5b9e\u9645\u9700\u6c42\uff0c\u786e\u4fdd\u8be5\u836f\u7269\u80fd\u591f\u5feb\u901f\u3001\u5b89\u5168\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\uff0c\u6700\u5927\u9650\u5ea6\u63d0\u5347\u4f24\u5458\u6551\u6cbb\u6210\u529f\u7387\u3002\u4e0b\u4e00\u6b65\uff0c\u6211\u5c06\u534f\u540c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u5b8c\u5584\u6280\u672f\u6587\u4ef6\uff0c\u63a8\u52a8\u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7\u548c\u6218\u573a\u63a8\u5e7f\u51c6\u5907\u5de5\u4f5c\u5168\u9762\u5c55\u5f00\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u6700\u7ec8\u786e\u5b9a\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u4e0e\u5e94\u7528\u65b9\u6848\uff0c\u5f62\u6210\u6b63\u5f0f\u62a5\u544a\u63d0\u4ea4\u76f8\u5173\u90e8\u95e8\u5b9e\u65bd\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u591a\u8f6e\u8ba8\u8bba\u4e0e\u53cd\u9988\u6574\u5408\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u7ed3\u679c\u3001\u6218\u573a\u519b\u533b\u7684\u5b9e\u6218\u7ecf\u9a8c\u4ee5\u53ca\u75c5\u7406\u751f\u7406\u5b66\u7684\u79d1\u5b66\u652f\u6491\uff0c\u6211\u4eec\u5f62\u6210\u4e86\u4e00\u5957\u79d1\u5b66\u4e25\u8c28\u4e14\u9ad8\u5ea6\u5b9e\u7528\u7684\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u4e0e\u5e94\u7528\u65b9\u6848\u3002\u8be5\u65b9\u6848\u5145\u5206\u4f53\u73b0\u4e86\u836f\u7269\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u591a\u91cd\u5e72\u9884\u4f5c\u7528\uff0c\u517c\u987e\u4e86\u6218\u573a\u73af\u5883\u7684\u7279\u6b8a\u6027\u548c\u6551\u6cbb\u7684\u7d27\u8feb\u6027\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u548c\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u836f\u7269\u80fd\u591f\u5feb\u901f\u3001\u5b89\u5168\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u6218\u573a\u6551\u6cbb\u5229\u5668\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u786e\u5b9a\u7684\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u4e0e\u5e94\u7528\u65b9\u6848\uff0c\u5efa\u8bae\u7acb\u5373\u63d0\u4ea4\u76f8\u5173\u76d1\u7ba1\u90e8\u95e8\uff0c\u542f\u52a8\u4f18\u5148\u5ba1\u8bc4\u7a0b\u5e8f\uff0c\u5e76\u540c\u6b65\u5f00\u5c55\u6218\u573a\u63a8\u5e7f\u51c6\u5907\u3002\n\n```\u4e0a\u5e02\u6279\u51c6\u4e0e\u5e94\u7528\u65b9\u6848\n\n\u4e00\u3001\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u6d41\u7a0b\n\n1. \u8d44\u6599\u51c6\u5907\u4e0e\u79d1\u5b66\u8bba\u8bc1 \n - \u5b8c\u6574\u6574\u7406\u5e76\u63d0\u4ea4\u4e34\u5e8a\u8bd5\u9a8c\u5404\u9636\u6bb5\u6570\u636e\uff0c\u91cd\u70b9\u7a81\u51fa\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u591a\u91cd\u5e72\u9884\u6548\u679c\uff0c\u5305\u62ec\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\u3001\u514d\u75ab\u708e\u75c7\u8c03\u8282\u548c\u6297\u6c27\u5316\u5e94\u6fc0\u4fdd\u62a4\u3002 \n - \u5f3a\u8c03\u836f\u7269\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u53ca\u4e2a\u4f53\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574\u80fd\u529b\uff0c\u7a81\u51fa\u5176\u9002\u5e94\u591a\u6837\u5316\u6218\u573a\u4f24\u5458\u7684\u7075\u6d3b\u6027\u3002 \n - \u6c47\u603b\u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u6570\u636e\uff0c\u786e\u4fdd\u836f\u7269\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u7684\u5b89\u5168\u517c\u5bb9\u3002 \n - \u660e\u786e\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u65b9\u6848\uff0c\u5236\u5b9aPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u7684\u968f\u8bbf\u9891\u7387\u548c\u68c0\u6d4b\u6807\u51c6\uff0c\u4fdd\u969c\u6301\u7eed\u7528\u836f\u5b89\u5168\u3002 \n\n2. \u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7 \n - \u4f9d\u636e\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u7d27\u6025\u533b\u7597\u9700\u6c42\uff0c\u7533\u8bf7\u201c\u4f18\u5148\u5ba1\u8bc4\u201d\u6216\u201c\u7a81\u7834\u6027\u6cbb\u7597\u836f\u7269\u201d\u8d44\u683c\uff0c\u7f29\u77ed\u5ba1\u6279\u5468\u671f\u3002 \n - \u63d0\u4ea4\u91cd\u70b9\u6570\u636e\u548c\u75c5\u7406\u751f\u7406\u5b66\u79d1\u5b66\u5206\u6790\u62a5\u544a\uff0c\u7a81\u51fa\u836f\u7269\u5728\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u5faa\u73af\u6062\u590d\u3001\u708e\u75c7\u8c03\u8282\u53ca\u7ec6\u80de\u4fdd\u62a4\u7684\u72ec\u7279\u4ef7\u503c\u548c\u7d27\u8feb\u6027\u3002 \n\n3. \u6218\u573a\u6a21\u62df\u9a8c\u8bc1 \n - \u5f00\u5c55\u5c0f\u89c4\u6a21\u6218\u573a\u6a21\u62df\u73af\u5883\u4e0b\u7684\u836f\u7269\u5e94\u7528\u9a8c\u8bc1\uff0c\u91cd\u70b9\u76d1\u6d4b\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u53d8\u5316\uff0c\u9a8c\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u548c\u7597\u6548\u6301\u7eed\u6027\u3002 \n - \u4e25\u683c\u8bc4\u4f30\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u64cd\u4f5c\u7b80\u4fbf\u3001\u5b89\u5168\uff0c\u907f\u514d\u6218\u573a\u73af\u5883\u4e0b\u7684\u5e76\u53d1\u75c7\u3002 \n - \u7b80\u5316\u76d1\u6d4b\u6d41\u7a0b\uff0c\u4f18\u5148\u91c7\u7528\u5173\u952e\u6307\u6807\uff08MAP\u548c\u8840\u4e73\u9178\uff09\u53ca\u5feb\u901f\u73b0\u573a\u68c0\u6d4b\u6280\u672f\uff0c\u63d0\u9ad8\u6218\u573a\u5b9e\u7528\u6027\u3002 \n\n4. \u591a\u90e8\u95e8\u8054\u5408\u8bc4\u5ba1 \n - \u7ec4\u7ec7\u4e34\u5e8a\u4e13\u5bb6\u3001\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u3001\u6218\u573a\u533b\u7597\u4e13\u5bb6\u53ca\u76d1\u7ba1\u673a\u6784\u4ee3\u8868\u8054\u5408\u8bc4\u5ba1\uff0c\u6df1\u5165\u8ba8\u8bba\u836f\u7269\u75c5\u7406\u673a\u5236\u5e72\u9884\u6548\u679c\u3001\u4ee3\u8c22\u7279\u6027\u53ca\u4e2a\u4f53\u5316\u7528\u836f\u7b56\u7565\u3002 \n - \u660e\u786e\u5ba1\u6279\u91cd\u70b9\uff0c\u5feb\u901f\u53cd\u9988\u5e76\u4f18\u5316\u65b9\u6848\uff0c\u786e\u4fdd\u5ba1\u6279\u9ad8\u6548\u7cbe\u51c6\u3002 \n\n\u4e8c\u3001\u836f\u7269\u6218\u573a\u5e94\u7528\u63a8\u5e7f\u65b9\u6848\n\n1. \u6218\u573a\u5e94\u7528\u64cd\u4f5c\u89c4\u8303 \n - \u5236\u5b9a\u8be6\u7ec6\u64cd\u4f5c\u89c4\u8303\uff0c\u4f18\u9009MAP\u548c\u8840\u4e73\u9178\u4f5c\u4e3a\u4e3b\u8981\u76d1\u6d4b\u53c2\u6570\uff0c\u7ed3\u5408\u7b80\u4fbf\u5feb\u901f\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u6307\u5bfc\u4e34\u5e8a\u51b3\u7b56\u3002 \n - \u7b80\u5316\u548c\u6807\u51c6\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u533b\u62a4\u4eba\u5458\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u80fd\u9ad8\u6548\u51c6\u786e\u5730\u5b8c\u6210\u836f\u7269\u4f7f\u7528\u548c\u76d1\u6d4b\u3002 \n\n2. \u5b89\u5168\u76d1\u6d4b\u4e0e\u53cd\u9988\u673a\u5236 \n - \u5efa\u7acb\u6218\u573a\u7528\u836f\u5b89\u5168\u76d1\u6d4b\u7f51\u7edc\uff0c\u5b9e\u65f6\u6536\u96c6\u4e0d\u826f\u4e8b\u4ef6\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u60c5\u51b5\uff0c\u4fdd\u969c\u957f\u671f\u5b89\u5168\u3002 \n - \u660e\u786e\u957f\u671f\u968f\u8bbf\u65f6\u95f4\u70b9\u548c\u76d1\u6d4b\u6307\u6807\uff0c\u7279\u522b\u5173\u6ce8PEG\u884d\u751f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002 \n\n3. \u57f9\u8bad\u4e0e\u5e94\u6025\u80fd\u529b\u5efa\u8bbe \n - \u8bbe\u8ba1\u5206\u7ea7\u57f9\u8bad\u4f53\u7cfb\uff0c\u91cd\u70b9\u57f9\u8bad\u52a8\u6001\u5242\u91cf\u8c03\u6574\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u76d1\u6d4b\u53ca\u5e94\u6025\u5904\u7406\u80fd\u529b\u3002 \n - \u5f00\u5c55\u6218\u573a\u533b\u7597\u4eba\u5458\u4e13\u9879\u57f9\u8bad\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u3001\u9ad8\u6548\u5e94\u7528\u3002 \n\n4. \u4e2a\u4f53\u5316\u6cbb\u7597\u63a8\u5e7f \n - \u63a8\u5e7f\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u548c\u52a8\u6001\u76d1\u6d4b\u6570\u636e\u7684\u4e2a\u4f53\u5316\u6cbb\u7597\u65b9\u6848\uff0c\u7279\u522b\u52a0\u5f3a\u91cd\u5ea6\u60a3\u8005\u7684\u76d1\u62a4\u548c\u7528\u836f\u8c03\u6574\uff0c\u9632\u6b62\u836f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002 \n\n5. \u591a\u836f\u8054\u5408\u7528\u836f\u4fdd\u969c \n - \u786e\u4fdd\u836f\u7269\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u8054\u5408\u4f7f\u7528\u7684\u5b89\u5168\u6027\uff0c\u652f\u6301\u591a\u836f\u534f\u540c\u6551\u6cbb\u3002 \n\n\u4e09\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae\n\n- \u6301\u7eed\u5b8c\u5584\u4e34\u5e8a\u6570\u636e\u6536\u96c6\uff0c\u7279\u522b\u662f\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u7684\u957f\u671f\u7597\u6548\u548c\u5b89\u5168\u6027\u8ffd\u8e2a\u3002 \n- \u542f\u52a8\u591a\u4e2d\u5fc3\u3001\u76f2\u6cd5III\u671f\u4e34\u5e8a\u8bd5\u9a8c\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u836f\u7269\u4e34\u5e8a\u8bc1\u636e\u57fa\u7840\u3002 \n- \u4e0e\u76d1\u7ba1\u90e8\u95e8\u4fdd\u6301\u5bc6\u5207\u6c9f\u901a\uff0c\u9488\u5bf9\u5ba1\u6279\u53cd\u9988\u5feb\u901f\u8c03\u6574\u65b9\u6848\u3002 \n- \u5efa\u7acb\u6218\u573a\u7528\u836f\u53cd\u9988\u53ca\u5e94\u6025\u54cd\u5e94\u673a\u5236\uff0c\u4fdd\u969c\u836f\u7269\u63a8\u5e7f\u8fc7\u7a0b\u4e2d\u7684\u6301\u7eed\u4f18\u5316\u3002 \n\n\u603b\u7ed3\uff1a\u8be5\u65b9\u6848\u57fa\u4e8e\u575a\u5b9e\u7684\u4e34\u5e8a\u548c\u75c5\u7406\u751f\u7406\u5b66\u8bc1\u636e\uff0c\u7ed3\u5408\u6218\u573a\u6551\u6cbb\u7684\u7279\u6b8a\u9700\u6c42\uff0c\u79d1\u5b66\u4e25\u8c28\u4e14\u9ad8\u5ea6\u5b9e\u7528\uff0c\u786e\u4fdd\u836f\u7269\u80fd\u591f\u5feb\u901f\u3001\u5b89\u5168\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6551\u6cbb\u5229\u5668\uff0c\u6700\u5927\u9650\u5ea6\u63d0\u5347\u4f24\u5458\u6551\u6cbb\u6210\u529f\u7387\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4e0a\u5e02\u6279\u51c6\u4e0e\u5e94\u7528\u65b9\u6848", + "content": "\u4e00\u3001\u836f\u7269\u4e0a\u5e02\u5ba1\u6279\u6d41\u7a0b\n\n1. \u8d44\u6599\u51c6\u5907\u4e0e\u79d1\u5b66\u8bba\u8bc1 \n - \u5b8c\u6574\u6574\u7406\u5e76\u63d0\u4ea4\u4e34\u5e8a\u8bd5\u9a8c\u5404\u9636\u6bb5\u6570\u636e\uff0c\u91cd\u70b9\u7a81\u51fa\u836f\u7269\u5bf9\u5931\u8840\u6027\u4f11\u514b\u6838\u5fc3\u75c5\u7406\u673a\u5236\u7684\u591a\u91cd\u5e72\u9884\u6548\u679c\uff0c\u5305\u62ec\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\u3001\u514d\u75ab\u708e\u75c7\u8c03\u8282\u548c\u6297\u6c27\u5316\u5e94\u6fc0\u4fdd\u62a4\u3002 \n - \u5f3a\u8c03\u836f\u7269\u7684\u4ee3\u8c22\u201c\u5f00\u5173\u201d\u529f\u80fd\u53ca\u4e2a\u4f53\u5316\u52a8\u6001\u5242\u91cf\u8c03\u6574\u80fd\u529b\uff0c\u7a81\u51fa\u5176\u9002\u5e94\u591a\u6837\u5316\u6218\u573a\u4f24\u5458\u7684\u7075\u6d3b\u6027\u3002 \n - \u6c47\u603b\u8054\u5408\u7528\u836f\u5b89\u5168\u6027\u6570\u636e\uff0c\u786e\u4fdd\u836f\u7269\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u7684\u5b89\u5168\u517c\u5bb9\u3002 \n - \u660e\u786e\u957f\u671f\u5b89\u5168\u6027\u76d1\u6d4b\u65b9\u6848\uff0c\u5236\u5b9aPEG\u884d\u751f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u7684\u968f\u8bbf\u9891\u7387\u548c\u68c0\u6d4b\u6807\u51c6\uff0c\u4fdd\u969c\u6301\u7eed\u7528\u836f\u5b89\u5168\u3002 \n\n2. \u4f18\u5148\u5ba1\u8bc4\u7533\u8bf7 \n - \u4f9d\u636e\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u7684\u7d27\u6025\u533b\u7597\u9700\u6c42\uff0c\u7533\u8bf7\u201c\u4f18\u5148\u5ba1\u8bc4\u201d\u6216\u201c\u7a81\u7834\u6027\u6cbb\u7597\u836f\u7269\u201d\u8d44\u683c\uff0c\u7f29\u77ed\u5ba1\u6279\u5468\u671f\u3002 \n - \u63d0\u4ea4\u91cd\u70b9\u6570\u636e\u548c\u75c5\u7406\u751f\u7406\u5b66\u79d1\u5b66\u5206\u6790\u62a5\u544a\uff0c\u7a81\u51fa\u836f\u7269\u5728\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u5faa\u73af\u6062\u590d\u3001\u708e\u75c7\u8c03\u8282\u53ca\u7ec6\u80de\u4fdd\u62a4\u7684\u72ec\u7279\u4ef7\u503c\u548c\u7d27\u8feb\u6027\u3002 \n\n3. \u6218\u573a\u6a21\u62df\u9a8c\u8bc1 \n - \u5f00\u5c55\u5c0f\u89c4\u6a21\u6218\u573a\u6a21\u62df\u73af\u5883\u4e0b\u7684\u836f\u7269\u5e94\u7528\u9a8c\u8bc1\uff0c\u91cd\u70b9\u76d1\u6d4b\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u6307\u6807\u53d8\u5316\uff0c\u9a8c\u8bc1\u836f\u7269\u7a33\u5b9a\u6027\u548c\u7597\u6548\u6301\u7eed\u6027\u3002 \n - \u4e25\u683c\u8bc4\u4f30\u8f93\u6ce8\u90e8\u4f4d\u5c40\u90e8\u53cd\u5e94\u53ca\u8f93\u6ce8\u88c5\u7f6e\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u64cd\u4f5c\u7b80\u4fbf\u3001\u5b89\u5168\uff0c\u907f\u514d\u6218\u573a\u73af\u5883\u4e0b\u7684\u5e76\u53d1\u75c7\u3002 \n - \u7b80\u5316\u76d1\u6d4b\u6d41\u7a0b\uff0c\u4f18\u5148\u91c7\u7528\u5173\u952e\u6307\u6807\uff08MAP\u548c\u8840\u4e73\u9178\uff09\u53ca\u5feb\u901f\u73b0\u573a\u68c0\u6d4b\u6280\u672f\uff0c\u63d0\u9ad8\u6218\u573a\u5b9e\u7528\u6027\u3002 \n\n4. \u591a\u90e8\u95e8\u8054\u5408\u8bc4\u5ba1 \n - \u7ec4\u7ec7\u4e34\u5e8a\u4e13\u5bb6\u3001\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u3001\u6218\u573a\u533b\u7597\u4e13\u5bb6\u53ca\u76d1\u7ba1\u673a\u6784\u4ee3\u8868\u8054\u5408\u8bc4\u5ba1\uff0c\u6df1\u5165\u8ba8\u8bba\u836f\u7269\u75c5\u7406\u673a\u5236\u5e72\u9884\u6548\u679c\u3001\u4ee3\u8c22\u7279\u6027\u53ca\u4e2a\u4f53\u5316\u7528\u836f\u7b56\u7565\u3002 \n - \u660e\u786e\u5ba1\u6279\u91cd\u70b9\uff0c\u5feb\u901f\u53cd\u9988\u5e76\u4f18\u5316\u65b9\u6848\uff0c\u786e\u4fdd\u5ba1\u6279\u9ad8\u6548\u7cbe\u51c6\u3002 \n\n\u4e8c\u3001\u836f\u7269\u6218\u573a\u5e94\u7528\u63a8\u5e7f\u65b9\u6848\n\n1. \u6218\u573a\u5e94\u7528\u64cd\u4f5c\u89c4\u8303 \n - \u5236\u5b9a\u8be6\u7ec6\u64cd\u4f5c\u89c4\u8303\uff0c\u4f18\u9009MAP\u548c\u8840\u4e73\u9178\u4f5c\u4e3a\u4e3b\u8981\u76d1\u6d4b\u53c2\u6570\uff0c\u7ed3\u5408\u7b80\u4fbf\u5feb\u901f\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u6307\u5bfc\u4e34\u5e8a\u51b3\u7b56\u3002 \n - \u7b80\u5316\u548c\u6807\u51c6\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u533b\u62a4\u4eba\u5458\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u80fd\u9ad8\u6548\u51c6\u786e\u5730\u5b8c\u6210\u836f\u7269\u4f7f\u7528\u548c\u76d1\u6d4b\u3002 \n\n2. \u5b89\u5168\u76d1\u6d4b\u4e0e\u53cd\u9988\u673a\u5236 \n - \u5efa\u7acb\u6218\u573a\u7528\u836f\u5b89\u5168\u76d1\u6d4b\u7f51\u7edc\uff0c\u5b9e\u65f6\u6536\u96c6\u4e0d\u826f\u4e8b\u4ef6\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\u60c5\u51b5\uff0c\u4fdd\u969c\u957f\u671f\u5b89\u5168\u3002 \n - \u660e\u786e\u957f\u671f\u968f\u8bbf\u65f6\u95f4\u70b9\u548c\u76d1\u6d4b\u6307\u6807\uff0c\u7279\u522b\u5173\u6ce8PEG\u884d\u751f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002 \n\n3. \u57f9\u8bad\u4e0e\u5e94\u6025\u80fd\u529b\u5efa\u8bbe \n - \u8bbe\u8ba1\u5206\u7ea7\u57f9\u8bad\u4f53\u7cfb\uff0c\u91cd\u70b9\u57f9\u8bad\u52a8\u6001\u5242\u91cf\u8c03\u6574\u3001\u514d\u75ab\u708e\u75c7\u53ca\u6c27\u5316\u5e94\u6fc0\u76d1\u6d4b\u53ca\u5e94\u6025\u5904\u7406\u80fd\u529b\u3002 \n - \u5f00\u5c55\u6218\u573a\u533b\u7597\u4eba\u5458\u4e13\u9879\u57f9\u8bad\uff0c\u786e\u4fdd\u836f\u7269\u5b89\u5168\u3001\u9ad8\u6548\u5e94\u7528\u3002 \n\n4. \u4e2a\u4f53\u5316\u6cbb\u7597\u63a8\u5e7f \n - \u63a8\u5e7f\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u5206\u7ea7\u548c\u52a8\u6001\u76d1\u6d4b\u6570\u636e\u7684\u4e2a\u4f53\u5316\u6cbb\u7597\u65b9\u6848\uff0c\u7279\u522b\u52a0\u5f3a\u91cd\u5ea6\u60a3\u8005\u7684\u76d1\u62a4\u548c\u7528\u836f\u8c03\u6574\uff0c\u9632\u6b62\u836f\u7269\u84c4\u79ef\u53ca\u6f5c\u5728\u6bd2\u6027\u3002 \n\n5. \u591a\u836f\u8054\u5408\u7528\u836f\u4fdd\u969c \n - \u786e\u4fdd\u836f\u7269\u4e0e\u6218\u573a\u5e38\u7528\u6551\u6cbb\u836f\u7269\u8054\u5408\u4f7f\u7528\u7684\u5b89\u5168\u6027\uff0c\u652f\u6301\u591a\u836f\u534f\u540c\u6551\u6cbb\u3002 \n\n\u4e09\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae\n\n- \u6301\u7eed\u5b8c\u5584\u4e34\u5e8a\u6570\u636e\u6536\u96c6\uff0c\u7279\u522b\u662f\u91cd\u5ea6\u5931\u8840\u6027\u4f11\u514b\u60a3\u8005\u7684\u957f\u671f\u7597\u6548\u548c\u5b89\u5168\u6027\u8ffd\u8e2a\u3002 \n- \u542f\u52a8\u591a\u4e2d\u5fc3\u3001\u76f2\u6cd5III\u671f\u4e34\u5e8a\u8bd5\u9a8c\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u836f\u7269\u4e34\u5e8a\u8bc1\u636e\u57fa\u7840\u3002 \n- \u4e0e\u76d1\u7ba1\u90e8\u95e8\u4fdd\u6301\u5bc6\u5207\u6c9f\u901a\uff0c\u9488\u5bf9\u5ba1\u6279\u53cd\u9988\u5feb\u901f\u8c03\u6574\u65b9\u6848\u3002 \n- \u5efa\u7acb\u6218\u573a\u7528\u836f\u53cd\u9988\u53ca\u5e94\u6025\u54cd\u5e94\u673a\u5236\uff0c\u4fdd\u969c\u836f\u7269\u63a8\u5e7f\u8fc7\u7a0b\u4e2d\u7684\u6301\u7eed\u4f18\u5316\u3002 \n\n\u603b\u7ed3\uff1a\u8be5\u65b9\u6848\u57fa\u4e8e\u575a\u5b9e\u7684\u4e34\u5e8a\u548c\u75c5\u7406\u751f\u7406\u5b66\u8bc1\u636e\uff0c\u7ed3\u5408\u6218\u573a\u6551\u6cbb\u7684\u7279\u6b8a\u9700\u6c42\uff0c\u79d1\u5b66\u4e25\u8c28\u4e14\u9ad8\u5ea6\u5b9e\u7528\uff0c\u786e\u4fdd\u836f\u7269\u80fd\u591f\u5feb\u901f\u3001\u5b89\u5168\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u6218\u573a\u5931\u8840\u6027\u4f11\u514b\u6551\u6cbb\u5229\u5668\uff0c\u6700\u5927\u9650\u5ea6\u63d0\u5347\u4f24\u5458\u6551\u6cbb\u6210\u529f\u7387\u3002" + } + ], + "('/generate_basePlan', '\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u6587\u732e\u8c03\u7814", + "TaskContent": "\u6536\u96c6\u4e0e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u76f8\u5173\u7684\u5df2\u6709\u7814\u7a76\u548c\u5b9e\u9a8c\u6570\u636e\u3002", + "InputObject_List": [], + "OutputObject": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u6536\u96c6\u548c\u6574\u7406\u5df2\u6709\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6587\u732e\u8d44\u6599\u7684\u65b9\u6cd5\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b56\u7565\u3002", + "ImportantInput": [] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u6570\u636e\u53ef\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5b9e\u9a8c\u6570\u636e\u7684\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6587\u732e\u4fe1\u606f\u8d44\u6599\uff0c\u5e76\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u6536\u96c6\u4e0e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u76f8\u5173\u7684\u5df2\u6709\u7814\u7a76\u548c\u5b9e\u9a8c\u6570\u636e\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5b9e\u9a8c\u8bbe\u8ba1", + "TaskContent": "\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u4ee5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "InputObject_List": [ + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599" + ], + "OutputObject": "\u5b9e\u9a8c\u65b9\u6848", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u521d\u6b65\u6784\u60f3\uff0c\u5305\u62ec\u5b9e\u9a8c\u65b9\u6cd5\u3001\u6d4b\u91cf\u53c2\u6570\u548c\u4eea\u5668\u9009\u62e9\u3002", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u51fa\u53d1\uff0c\u63d0\u51fa\u5b9e\u9a8c\u65b9\u6848\u4e2d\u9700\u91cd\u70b9\u5173\u6ce8\u7684\u7406\u8bba\u53c2\u6570\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u786e\u4fdd\u5b9e\u9a8c\u8bbe\u8ba1\u7684\u7406\u8bba\u5408\u7406\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u6570\u636e\u5904\u7406\u548c\u6a21\u62df\u9a8c\u8bc1\u7684\u5177\u4f53\u65b9\u6848\uff0c\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u7684\u5206\u6790\u4e0e\u89e3\u91ca\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5b9e\u9a8c\u5b9e\u65bd\u96be\u5ea6\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u7a7a\u95f4\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u53c2\u6570\u7684\u9009\u53d6\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u63d0\u5347\u5b9e\u9a8c\u65b9\u6848\u7684\u79d1\u5b66\u6027\u4e0e\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6539\u8fdb\u540e\u7684\u7406\u8bba\u65b9\u6848\uff0c\u5b8c\u5584\u6570\u636e\u6a21\u62df\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\u548c\u9ad8\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u6240\u6709\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u6700\u7ec8\u5b9a\u7a3f\uff0c\u63d0\u4ea4\u7528\u4e8e\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u4ee5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5b9e\u9a8c\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6", + "TaskContent": "\u6309\u7167\u5b9e\u9a8c\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u76f8\u5173\u6570\u636e\u3002", + "InputObject_List": [ + "\u5b9e\u9a8c\u65b9\u6848" + ], + "OutputObject": "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u5b9e\u9a8c\u6b65\u9aa4\u548c\u6d4b\u91cf\u65b9\u6cd5\u4ee5\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u4ee5\u6307\u5bfc\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u3002", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u7684\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8bbe\u8ba1\u7684\u5b9e\u9a8c\u65b9\u6848\u5728\u7406\u8bba\u4e0a\u7684\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u9002\u7528\u6027\u548c\u6f5c\u5728\u9650\u5236\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u65b9\u6848\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6267\u884c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\uff0c\u5f62\u6210\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u6309\u7167\u5b9e\u9a8c\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u76f8\u5173\u6570\u636e\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u5b9e\u9a8c\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790", + "TaskContent": "\u5bf9\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "InputObject_List": [ + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "OutputObject": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u6570\u636e\u5904\u7406\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\u65b9\u6cd5\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u6307\u5bfc\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u63d0\u53d6\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u8bbe\u8ba1\u8ba1\u7b97\u65b9\u6848\u7528\u4e8e\u4ece\u5904\u7406\u540e\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u5bf9\u7406\u8bba\u6a21\u578b\u8fdb\u884c\u9a8c\u8bc1\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": 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"4": { + "text": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "TaskContent": "\u9a8c\u8bc1\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002", + "InputObject_List": [ + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "OutputObject": "\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": 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"ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6cd5\u5bf9\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u7684\u6709\u6548\u6027\u548c\u5c40\u9650\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5", + "ActionResult:Action7" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u4f18\u5316\u540e\u7684\u6a21\u578b\u53c2\u6570\uff0c\u8bbe\u8ba1\u65b0\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u548c\u8c03\u6574\u70ed\u529b\u5b66\u6a21\u578b\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action8" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u548c\u9a8c\u8bc1\u7ed3\u679c\uff0c\u63d0\u4ea4\u6700\u7ec8\u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u9a8c\u8bc1\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff1f', 'Collaboration Process': [{'StepName': '\u6587\u732e\u8c03\u7814', 'TaskContent': '\u6536\u96c6\u4e0e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u76f8\u5173\u7684\u5df2\u6709\u7814\u7a76\u548c\u5b9e\u9a8c\u6570\u636e\u3002', 'InputObject_List': [], 'OutputObject': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6536\u96c6\u4e0e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u76f8\u5173\u7684\u5df2\u6709\u7814\u7a76\u548c\u5b9e\u9a8c\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u6536\u96c6\u548c\u6574\u7406\u5df2\u6709\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6587\u732e\u8d44\u6599\u7684\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b56\u7565\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u6570\u636e\u53ef\u7528\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5b9e\u9a8c\u6570\u636e\u7684\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6587\u732e\u4fe1\u606f\u8d44\u6599\uff0c\u5e76\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5b9e\u9a8c\u8bbe\u8ba1', 'TaskContent': '\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u4ee5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'InputObject_List': ['\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599'], 'OutputObject': '\u5b9e\u9a8c\u65b9\u6848', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u4ee5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5b9e\u9a8c\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u521d\u6b65\u6784\u60f3\uff0c\u5305\u62ec\u5b9e\u9a8c\u65b9\u6cd5\u3001\u6d4b\u91cf\u53c2\u6570\u548c\u4eea\u5668\u9009\u62e9\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u51fa\u53d1\uff0c\u63d0\u51fa\u5b9e\u9a8c\u65b9\u6848\u4e2d\u9700\u91cd\u70b9\u5173\u6ce8\u7684\u7406\u8bba\u53c2\u6570\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u786e\u4fdd\u5b9e\u9a8c\u8bbe\u8ba1\u7684\u7406\u8bba\u5408\u7406\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u6570\u636e\u5904\u7406\u548c\u6a21\u62df\u9a8c\u8bc1\u7684\u5177\u4f53\u65b9\u6848\uff0c\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u7684\u5206\u6790\u4e0e\u89e3\u91ca\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5b9e\u9a8c\u5b9e\u65bd\u96be\u5ea6\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u7a7a\u95f4\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u53c2\u6570\u7684\u9009\u53d6\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u63d0\u5347\u5b9e\u9a8c\u65b9\u6848\u7684\u79d1\u5b66\u6027\u4e0e\u5b9e\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u6539\u8fdb\u540e\u7684\u7406\u8bba\u65b9\u6848\uff0c\u5b8c\u5584\u6570\u636e\u6a21\u62df\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\u548c\u9ad8\u6548\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u6240\u6709\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u6700\u7ec8\u5b9a\u7a3f\uff0c\u63d0\u4ea4\u7528\u4e8e\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u65b9\u6848\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6', 'TaskContent': '\u6309\u7167\u5b9e\u9a8c\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u76f8\u5173\u6570\u636e\u3002', 'InputObject_List': ['\u5b9e\u9a8c\u65b9\u6848'], 'OutputObject': '\u5b9e\u9a8c\u539f\u59cb\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5b9e\u9a8c\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6309\u7167\u5b9e\u9a8c\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u76f8\u5173\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5b9e\u9a8c\u539f\u59cb\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u5b9e\u9a8c\u6b65\u9aa4\u548c\u6d4b\u91cf\u65b9\u6cd5\u4ee5\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5b9e\u9a8c\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u4ee5\u6307\u5bfc\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5b9e\u9a8c\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u7684\u65b9\u6cd5\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u5b9e\u9a8c\u65b9\u6848']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8bbe\u8ba1\u7684\u5b9e\u9a8c\u65b9\u6848\u5728\u7406\u8bba\u4e0a\u7684\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u5ba1\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u9002\u7528\u6027\u548c\u6f5c\u5728\u9650\u5236\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u65b9\u6848\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6267\u884c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\uff0c\u5f62\u6210\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790', 'TaskContent': '\u5bf9\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'InputObject_List': ['\u5b9e\u9a8c\u539f\u59cb\u6570\u636e'], 'OutputObject': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5b9e\u9a8c\u539f\u59cb\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5bf9\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u6570\u636e\u5904\u7406\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\u65b9\u6cd5\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\uff0c\u6307\u5bfc\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u63d0\u53d6\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u8bbe\u8ba1\u8ba1\u7b97\u65b9\u6848\u7528\u4e8e\u4ece\u5904\u7406\u540e\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u5bf9\u7406\u8bba\u6a21\u578b\u8fdb\u884c\u9a8c\u8bc1\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u8ba1\u7b97\u65b9\u6848\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7406\u8bba\u7b26\u5408\u5ea6\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8ba1\u7b97\u65b9\u6848\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u6240\u6709\u5904\u7406\u548c\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u5e76\u63d0\u4ea4\u6700\u7ec8\u6570\u636e\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u70ed\u529b\u5b66\u6a21\u578b\u5efa\u7acb', 'TaskContent': '\u57fa\u4e8e\u5206\u6790\u6570\u636e\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002', 'InputObject_List': ['\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e'], 'OutputObject': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u57fa\u4e8e\u5206\u6790\u6570\u636e\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u63d0\u51fa\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff0c\u8bbe\u8ba1\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u91cf\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u53ca\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u65b9\u6cd5\uff0c\u5305\u62ec\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u7684\u8ba1\u7b97\u53ef\u5b9e\u73b0\u6027\u53ca\u9884\u671f\u51c6\u786e\u5ea6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u6280\u672f\u5728\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u4e0b\u7684\u9002\u7528\u6027\u548c\u9650\u5236\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u4ee5\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u4e0e\u53ef\u9760\u6027\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u597d\u5730\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u884c\u4e3a\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u8303\u56f4\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7efc\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\u3001\u7406\u8bba\u6a21\u578b\u4e0e\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\uff0c\u5efa\u7acb\u5b8c\u6574\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}, {'StepName': '\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316', 'TaskContent': '\u9a8c\u8bc1\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002', 'InputObject_List': ['\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', '\u5b9e\u9a8c\u539f\u59cb\u6570\u636e'], 'OutputObject': '\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u539f\u59cb\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u9a8c\u8bc1\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u7684\u65b9\u6cd5\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', 'InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u63d0\u51fa\u6a21\u578b\u4f18\u5316\u7684\u7406\u8bba\u6539\u8fdb\u65b9\u5411\u53ca\u53c2\u6570\u8c03\u6574\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u7684\u65b9\u6cd5\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b', 'InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u9a8c\u8bc1\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u9002\u7528\u6027\u548c\u5b9e\u73b0\u96be\u5ea6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6cd5\u5bf9\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u7684\u6709\u6548\u6027\u548c\u5c40\u9650\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action5', 'ActionResult:Action7']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u4f18\u5316\u540e\u7684\u6a21\u578b\u53c2\u6570\uff0c\u8bbe\u8ba1\u65b0\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u548c\u8c03\u6574\u70ed\u529b\u5b66\u6a21\u578b\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action8']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u4f18\u5316\u548c\u9a8c\u8bc1\u7ed3\u679c\uff0c\u63d0\u4ea4\u6700\u7ec8\u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}]})": [ + { + "LogNodeType": "step", + "NodeId": "\u6587\u732e\u8c03\u7814", + "InputName_List": [], + "OutputName": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u6536\u96c6\u548c\u6574\u7406\u5df2\u6709\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6587\u732e\u8d44\u6599\u7684\u65b9\u6cd5\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": 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\u91cd\u70b9\u5173\u6ce8\u6750\u6599\u79d1\u5b66\u3001\u51b6\u91d1\u5b66\u3001\u7269\u7406\u5316\u5b66\u548c\u70ed\u529b\u5b66\u9886\u57df\u7684\u6743\u5a01\u671f\u520a\uff0c\u5982\u300aJournal of Alloys and Compounds\u300b\u3001\u300aCalphad\u300b\u3001\u300aMetallurgical and Materials Transactions\u300b\u7b49\u3002\n\n2. **\u4e13\u8457\u548c\u6807\u51c6\u8d44\u6599\u67e5\u9605** \n - \u67e5\u9605\u76f8\u5173\u4e13\u8457\u548c\u624b\u518c\uff0c\u4f8b\u5982\u300a\u6db2\u6001\u91d1\u5c5e\u7269\u7406\u5316\u5b66\u300b\u3001\u300aCALPHAD\u65b9\u6cd5\u300b\u7b49\uff0c\u83b7\u53d6\u7cfb\u7edf\u6574\u7406\u7684\u70ed\u529b\u5b66\u6570\u636e\u3002 \n - \u53c2\u8003\u56fd\u5bb6\u548c\u56fd\u9645\u6807\u51c6\u7ec4\u7ec7\u53d1\u5e03\u7684\u70ed\u529b\u5b66\u6570\u636e\u624b\u518c\uff0c\u5982NIST\u6570\u636e\u5e93\u3001ASM\u624b\u518c\u7b49\u3002\n\n3. **\u5b9e\u9a8c\u6570\u636e\u6c47\u603b\u4e0e\u6574\u7406** \n - \u5bf9\u6536\u96c6\u7684\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5206\u7c7b\u6574\u7406\uff0c\u6309\u7167\u91d1\u5c5e\u79cd\u7c7b\u3001\u6e29\u5ea6\u8303\u56f4\u3001\u6d4b\u91cf\u65b9\u6cd5\uff08\u5982\u70ed\u5206\u6790\u3001\u70ed\u6269\u6563\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u7b49\uff09\u8fdb\u884c\u5f52\u6863\u3002 \n - \u5efa\u7acb\u6570\u636e\u5e93\u6216\u7535\u5b50\u8868\u683c\uff0c\u8bb0\u5f55\u6570\u636e\u6765\u6e90\u3001\u5b9e\u9a8c\u6761\u4ef6\u3001\u6d4b\u91cf\u8bef\u5dee\u53ca\u6570\u636e\u9002\u7528\u8303\u56f4\uff0c\u65b9\u4fbf\u540e\u7eed\u5206\u6790\u548c\u6bd4\u5bf9\u3002\n\n4. **\u4ea4\u53c9\u9a8c\u8bc1\u4e0e\u6570\u636e\u7b5b\u9009** \n - \u5bf9\u4e0d\u540c\u6587\u732e\u4e2d\u540c\u4e00\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6bd4\u5bf9\uff0c\u8bc6\u522b\u4e00\u81f4\u6027\u548c\u504f\u5dee\uff0c\u7b5b\u9009\u51fa\u53ef\u9760\u6027\u9ad8\u3001\u91cd\u590d\u6027\u597d\u7684\u6570\u636e\u3002 \n - \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u9a8c\u8bc1\u6570\u636e\u7684\u5408\u7406\u6027\u548c\u9002\u7528\u6027\u3002\n\n5. **\u5b9a\u671f\u66f4\u65b0\u4e0e\u5171\u4eab** \n - \u5236\u5b9a\u6587\u732e\u548c\u6570\u636e\u66f4\u65b0\u673a\u5236\uff0c\u8ddf\u8e2a\u6700\u65b0\u7814\u7a76\u8fdb\u5c55\u3002 \n - \u5efa\u7acb\u56e2\u961f\u5185\u90e8\u5171\u4eab\u5e73\u53f0\uff0c\u65b9\u4fbf\u591a\u5b66\u79d1\u4e13\u5bb6\u5171\u540c\u8bbf\u95ee\u548c\u5229\u7528\u6570\u636e\u8d44\u6e90\u3002\n\n\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u53ef\u4ee5\u7cfb\u7edf\u3001\u5168\u9762\u5730\u6536\u96c6\u5e76\u6574\u7406\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6587\u732e\u8d44\u6599\uff0c\u4e3a\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u5efa\u6a21\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\uff09\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u53ef\u8bbe\u8ba1\u5982\u4e0b\uff1a\n\n---\n\n### \u4e00\u3001\u5efa\u6a21\u76ee\u6807\u4e0e\u6846\u67b6\n\n\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u5fae\u89c2\u7ed3\u6784\u548c\u76f8\u4e92\u4f5c\u7528\u63cf\u8ff0\uff0c\u8ba1\u7b97\u5176\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u5b9e\u73b0\u4ece\u539f\u5b50\u5c3a\u5ea6\u5230\u5b8f\u89c2\u70ed\u529b\u5b66\u91cf\u7684\u6865\u63a5\u3002\u6a21\u578b\u5e94\u80fd\u53cd\u6620\u6e29\u5ea6\u3001\u6210\u5206\u548c\u7ed3\u6784\u53d8\u5316\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n---\n\n### \u4e8c\u3001\u7406\u8bba\u57fa\u7840\u4e0e\u65b9\u6cd5\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b\u6784\u5efa**\n\n - \u81ea\u7531\u80fd \\( G(T,P,x) \\) \u662f\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6838\u5fc3\uff0c\u901a\u5e38\u5206\u89e3\u4e3a\uff1a\n \\[\n G = G_{\\text{\u7406\u60f3}} + G_{\\text{\u6df7\u5408}} + G_{\\text{\u8fc7\u5269}}\n \\]\n \u5176\u4e2d\uff1a\n - \\( G_{\\text{\u7406\u60f3}} \\)\uff1a\u7406\u60f3\u6df7\u5408\u8d21\u732e\uff0c\u57fa\u4e8e\u7ec4\u5206\u6469\u5c14\u5206\u6570\u7684\u71b5\u9879\u3002\n - \\( G_{\\text{\u6df7\u5408}} \\)\uff1a\u6df7\u5408\u71b5\u548c\u7113\u7684\u8d21\u732e\uff0c\u8003\u8651\u7ec4\u5206\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\n - \\( G_{\\text{\u8fc7\u5269}} \\)\uff1a\u8fc7\u5269\u81ea\u7531\u80fd\uff0c\u53cd\u6620\u975e\u7406\u60f3\u6027\uff0c\u901a\u5e38\u7528\u7ecf\u9a8c\u6a21\u578b\uff08\u5982\u51af\u5fb7\u74e6\u5c14\u65af\u3001Redlich-Kister\u591a\u9879\u5f0f\uff09\u6216\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u63cf\u8ff0\u3002\n\n2. **\u7edf\u8ba1\u529b\u5b66\u57fa\u7840**\n\n - \u5229\u7528\u914d\u5206\u51fd\u6570 \\( Z \\) \u8fde\u63a5\u5fae\u89c2\u6001\u548c\u5b8f\u89c2\u70ed\u529b\u5b66\u91cf\uff1a\n \\[\n G = -k_B T \\ln Z\n \\]\n \u5176\u4e2d \\( k_B \\) \u662f\u73bb\u5c14\u5179\u66fc\u5e38\u6570\uff0c\u901a\u8fc7\u6784\u9020\u6db2\u6001\u91d1\u5c5e\u7684\u6709\u6548\u52bf\u80fd\u6a21\u578b\uff08\u5d4c\u5165\u539f\u5b50\u6a21\u578bEAM\u3001\u7d27\u675f\u7f1a\u6a21\u578b\u7b49\uff09\uff0c\u8ba1\u7b97\u914d\u5206\u51fd\u6570\u6216\u5176\u8fd1\u4f3c\u503c\u3002\n\n - \u91c7\u7528\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6216\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\uff0c\u83b7\u53d6\u4f53\u7cfb\u7684\u80fd\u91cf\u5206\u5e03\u548c\u7ed3\u6784\u4fe1\u606f\uff0c\u8f85\u52a9\u53c2\u6570\u62df\u5408\u548c\u9a8c\u8bc1\u3002\n\n3. **\u7113\u4e0e\u71b5\u7684\u8ba1\u7b97**\n\n - **\u7113 \\( H \\)**\uff1a\n \\[\n H = G + T \\left( \\frac{\\partial G}{\\partial T} \\right)_P\n \\]\n \u6216\u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u4f53\u7cfb\u7684\u5e73\u5747\u5185\u80fd\u548c\u538b\u529b-\u4f53\u79ef\u529f\uff1a\n \\[\n H = \\langle E \\rangle + PV\n \\]\n\n - **\u71b5 \\( S \\)**\uff1a\n \\[\n S = - \\left( \\frac{\\partial G}{\\partial T} \\right)_P\n \\]\n \u6216\u901a\u8fc7\u914d\u5206\u51fd\u6570\u76f4\u63a5\u8ba1\u7b97\u71b5\u8d21\u732e\uff0c\u7ed3\u5408\u632f\u52a8\u81ea\u7531\u80fd\u548c\u7535\u5b50\u81ea\u7531\u80fd\u90e8\u5206\u3002\n\n4. **\u6bd4\u70ed\u5bb9 \\( C_P \\) \u548c \\( C_V \\)**\n\n - \u7531\u7113\u548c\u71b5\u5bf9\u6e29\u5ea6\u7684\u5bfc\u6570\u5b9a\u4e49\uff1a\n \\[\n C_P = \\left( \\frac{\\partial H}{\\partial T} \\right)_P, \\quad C_V = \\left( \\frac{\\partial U}{\\partial T} \\right)_V\n \\]\n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u62df\uff0c\u8ba1\u7b97\u80fd\u91cf\u6da8\u843d\uff1a\n \\[\n C_V = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\]\n\n---\n\n### \u4e09\u3001\u5177\u4f53\u5efa\u6a21\u6b65\u9aa4\n\n1. **\u9009\u62e9\u5408\u9002\u7684\u52bf\u51fd\u6570\u548c\u6a21\u578b\u53c2\u6570**\n\n - \u91c7\u7528\u9002\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u6709\u6548\u52bf\u6216\u7d27\u675f\u7f1a\u52bf\uff0c\u63cf\u8ff0\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u3002\n - \u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u6216\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u786e\u5b9a\u52bf\u51fd\u6570\u53c2\u6570\u3002\n\n2. **\u5efa\u7acb\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f**\n\n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u548c\u7ecf\u9a8c\u6a21\u578b\uff0c\u6784\u5efa\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u51fd\u6570\u3002\n - \u91c7\u7528CALPHAD\u65b9\u6cd5\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002\n\n3. **\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570**\n\n - \u5229\u7528\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u8ba1\u7b97\u6e29\u5ea6\u548c\u6210\u5206\u4f9d\u8d56\u7684\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u3002\n - \u901a\u8fc7\u6a21\u62df\u83b7\u5f97\u4f53\u7cfb\u7684\u80fd\u91cf\u548c\u7ed3\u6784\u4fe1\u606f\uff0c\u9a8c\u8bc1\u548c\u4fee\u6b63\u6a21\u578b\u3002\n\n4. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316**\n\n - \u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8bc4\u4f30\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u3002\n - \u6839\u636e\u504f\u5dee\u8c03\u6574\u6a21\u578b\u53c2\u6570\u548c\u52bf\u51fd\u6570\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002\n\n---\n\n### \u56db\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\n\n- \u7406\u8bba\u6a21\u578b\u57fa\u4e8e\u5fae\u89c2\u7269\u7406\u673a\u5236\uff0c\u5177\u6709\u826f\u597d\u7684\u7269\u7406\u89e3\u91ca\u6027\u3002\n- \u53ef\u9884\u6d4b\u4e0d\u540c\u6210\u5206\u548c\u6e29\u5ea6\u4e0b\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u3002\n- \u4e3a\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u53c2\u6570\u8f93\u5165\uff0c\u652f\u6301\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\u3002\n\n---\n\n\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u63a8\u5bfc\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u6216\u793a\u4f8b\u6a21\u578b\u6784\u5efa\u7ec6\u8282\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b56\u7565\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5de5\u4f5c\u57fa\u7840\uff0c\u4f5c\u4e3a\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b56\u7565\uff1a\n\n---\n\n### \u4e00\u3001\u603b\u4f53\u601d\u8def\n\n\u901a\u8fc7\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u4ece\u539f\u5b50\u5c3a\u5ea6\u51fa\u53d1\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u6784\u5efa\u6db2\u6001\u91d1\u5c5e\u7684\u6709\u6548\u52bf\u51fd\u6570\u548c\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u8fdb\u800c\u8ba1\u7b97\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u51c6\u548c\u9a8c\u8bc1\u3002\n\n---\n\n### \u4e8c\u3001\u5177\u4f53\u7b56\u7565\n\n1. **\u52bf\u51fd\u6570\u6784\u5efa\u4e0e\u53c2\u6570\u5316**\n\n - \u9009\u62e9\u9002\u5408\u6db2\u6001\u91d1\u5c5e\u4f53\u7cfb\u7684\u7ecf\u5178\u52bf\u51fd\u6570\uff0c\u5982\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u7d27\u675f\u7f1a\u52bf\uff08TB\uff09\u3001\u52bf\u80fd\u9762\u62df\u5408\uff08Machine Learning Potentials\uff0c\u5982\u795e\u7ecf\u7f51\u7edc\u52bfNNP\u3001Gaussian Approximation Potentials GAP\uff09\u7b49\u3002\n - \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u83b7\u53d6\u57fa\u6001\u80fd\u91cf\u3001\u529b\u548c\u7ed3\u6784\u6570\u636e\uff0c\u4f5c\u4e3a\u52bf\u51fd\u6570\u53c2\u6570\u62df\u5408\u7684\u8bad\u7ec3\u96c6\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u6676\u683c\u5e38\u6570\u3001\u7194\u70b9\u3001\u70ed\u5bb9\uff09\u4f18\u5316\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u786e\u4fdd\u52bf\u51fd\u6570\u80fd\u51c6\u786e\u63cf\u8ff0\u6db2\u6001\u72b6\u6001\u4e0b\u7684\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u3002\n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df**\n\n - \u5728\u4e0d\u540c\u6e29\u5ea6\u548c\u7ec4\u5206\u6761\u4ef6\u4e0b\u8fdb\u884cMD\u6a21\u62df\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u539f\u5b50\u8fd0\u52a8\u8f68\u8ff9\uff0c\u83b7\u5f97\u4f53\u7cfb\u7684\u80fd\u91cf\u3001\u4f53\u79ef\u3001\u538b\u529b\u7b49\u70ed\u529b\u5b66\u72b6\u6001\u53d8\u91cf\u3002\n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u5173\u7cfb\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\uff1a\n - \u5e73\u5747\u5185\u80fd \\( \\langle E \\rangle \\) \u8ba1\u7b97\u7113\u548c\u81ea\u7531\u80fd\u3002\n - \u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9 \\( C_V \\)\u3002\n - \u901a\u8fc7\u4f53\u79ef\u6da8\u843d\u548c\u538b\u529b\u8ba1\u7b97\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u538b\u7f29\u7cfb\u6570\u3002\n - \u91c7\u7528\u957f\u65f6\u95f4\u5c3a\u5ea6\u6a21\u62df\u786e\u4fdd\u7cfb\u7edf\u8fbe\u5230\u70ed\u5e73\u8861\uff0c\u51cf\u5c11\u7edf\u8ba1\u8bef\u5dee\u3002\n\n3. **\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u548c\u81ea\u7531\u80fd\u8ba1\u7b97**\n\n - \u5229\u7528MC\u65b9\u6cd5\u91c7\u6837\u6db2\u6001\u91d1\u5c5e\u7684\u6784\u578b\u7a7a\u95f4\uff0c\u8ba1\u7b97\u914d\u5206\u51fd\u6570\u8fd1\u4f3c\uff0c\u83b7\u5f97\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u6027\u3002\n - \u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\uff08thermodynamic integration\uff09\u6216\u81ea\u7531\u80fd\u6270\u52a8\u6cd5\uff0c\u8ba1\u7b97\u4e0d\u540c\u7ec4\u5206\u548c\u6e29\u5ea6\u4e0b\u7684\u81ea\u7531\u80fd\u5dee\u5f02\u3002\n - \u7528\u4e8e\u9a8c\u8bc1MD\u6a21\u62df\u7ed3\u679c\u548c\u8865\u5145\u96be\u4ee5\u901a\u8fc7MD\u76f4\u63a5\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u91cf\u3002\n\n4. **\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0eCALPHAD\u6574\u5408**\n\n - \u5c06\u539f\u5b50\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\uff08\u52bf\u51fd\u6570\u53c2\u6570\u3001\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff09\u8f93\u5165CALPHAD\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8054\u5408\u62df\u5408\u3002\n - \u5229\u7528CALPHAD\u65b9\u6cd5\u6784\u5efa\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6570\u636e\u5e93\uff0c\u652f\u6301\u76f8\u56fe\u8ba1\u7b97\u548c\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002\n - \u901a\u8fc7\u8fed\u4ee3\u4f18\u5316\uff0c\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u666e\u9002\u6027\u3002\n\n5. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1**\n\n - \u91c7\u7528\u654f\u611f\u6027\u5206\u6790\u548c\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\uff0c\u8bc4\u4f30\u6a21\u62df\u53c2\u6570\u548c\u6a21\u578b\u5047\u8bbe\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u5f71\u54cd\u3002\n - \u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u9760\u6027\u3002\n - \u6839\u636e\u9a8c\u8bc1\u7ed3\u679c\u8c03\u6574\u52bf\u51fd\u6570\u548c\u6a21\u62df\u65b9\u6848\uff0c\u6301\u7eed\u6539\u8fdb\u6a21\u578b\u3002\n\n---\n\n### \u4e09\u3001\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\n\n- **\u8ba1\u7b97\u5e73\u53f0**\uff1a\u9ad8\u6027\u80fd\u8ba1\u7b97\u96c6\u7fa4\uff0c\u652f\u6301\u5927\u89c4\u6a21\u5e76\u884cMD\u548cMC\u6a21\u62df\u3002\n- **\u8f6f\u4ef6\u5de5\u5177**\uff1aLAMMPS\u3001GROMACS\u3001VASP\uff08\u7b2c\u4e00\u6027\u539f\u7406\uff09\u3001Thermo-Calc\uff08CALPHAD\uff09\u3001Python\u811a\u672c\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u81ea\u52a8\u5316\u6a21\u62df\u3002\n- **\u6570\u636e\u7ba1\u7406**\uff1a\u5efa\u7acb\u6a21\u62df\u6570\u636e\u548c\u5b9e\u9a8c\u6570\u636e\u7684\u5171\u4eab\u6570\u636e\u5e93\uff0c\u65b9\u4fbf\u8de8\u5b66\u79d1\u56e2\u961f\u534f\u4f5c\u548c\u6a21\u578b\u66f4\u65b0\u3002\n\n---\n\n### \u56db\u3001\u9884\u671f\u6210\u679c\n\n- \u83b7\u5f97\u6db5\u76d6\u6e29\u5ea6\u548c\u6210\u5206\u53d8\u5316\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u96c6\u3002\n- \u6784\u5efa\u7269\u7406\u5408\u7406\u3001\u8ba1\u7b97\u6548\u7387\u9ad8\u7684\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002\n- \u4e3a\u5b9e\u9a8c\u8bbe\u8ba1\u63d0\u4f9b\u7406\u8bba\u6307\u5bfc\uff0c\u4fc3\u8fdb\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u503c\u8ba1\u7b97\u6d41\u7a0b\u3001\u4ee3\u7801\u793a\u4f8b\u548c\u6a21\u62df\u65b9\u6848\u7ec6\u8282\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u6570\u636e\u53ef\u7528\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u65b9\u6848\u5747\u4f53\u73b0\u4e86\u7cfb\u7edf\u6027\u548c\u79d1\u5b66\u6027\uff0c\u7406\u8bba\u5408\u7406\u4e14\u6570\u636e\u53ef\u7528\u6027\u5f3a\u3002\u5177\u4f53\u8bc4\u4ef7\u5982\u4e0b\uff1a\n\n1. \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u65b9\u6848\u6ce8\u91cd\u6587\u732e\u548c\u6570\u636e\u7684\u5168\u9762\u6536\u96c6\u4e0e\u5206\u7c7b\uff0c\u786e\u4fdd\u6570\u636e\u6765\u6e90\u6743\u5a01\u4e14\u8986\u76d6\u5145\u5206\uff0c\u4e3a\u7406\u8bba\u5efa\u6a21\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u5b9e\u9a8c\u57fa\u7840\uff0c\u4e14\u4ea4\u53c9\u9a8c\u8bc1\u673a\u5236\u6709\u6548\u63d0\u5347\u6570\u636e\u53ef\u9760\u6027\u3002\n\n2. \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u65b9\u6848\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u4e0e\u7ecf\u5178\u52bf\u51fd\u6570\uff0c\u91c7\u7528\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\uff08MD\u3001MC\u3001CALPHAD\u6574\u5408\uff09\uff0c\u5728\u7406\u8bba\u4e0a\u80fd\u591f\u51c6\u786e\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u7684\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u4e14\u901a\u8fc7\u4e0e\u5b9e\u9a8c\u6570\u636e\u6821\u51c6\uff0c\u4fdd\u8bc1\u6a21\u578b\u7684\u5b9e\u7528\u6027\u548c\u51c6\u786e\u6027\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u4e24\u8005\u65b9\u6848\u4e92\u8865\uff0c\u5b9e\u9a8c\u6570\u636e\u4e3a\u6a21\u62df\u63d0\u4f9b\u9a8c\u8bc1\u548c\u53c2\u6570\u652f\u6301\uff0c\u6a21\u62df\u5219\u6df1\u5316\u5bf9\u70ed\u529b\u5b66\u673a\u5236\u7684\u7406\u89e3\uff0c\u4e8c\u8005\u7ed3\u5408\u80fd\u6709\u6548\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u83b7\u53d6\u4e0e\u5efa\u6a21\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u5177\u4f53\u6539\u8fdb\u63aa\u65bd\u5305\u62ec\uff1a\n\n- \u66f4\u7cbe\u7ec6\u7684\u52bf\u51fd\u6570\u53c2\u6570\u62df\u5408\u7b56\u7565\uff0c\u7ed3\u5408\u591a\u6e90\u6570\u636e\uff08\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u4e0e\u5b9e\u9a8c\u6570\u636e\uff09\u8fdb\u884c\u591a\u76ee\u6807\u4f18\u5316\uff0c\u63d0\u5347\u52bf\u51fd\u6570\u5bf9\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u6027\u8d28\u7684\u63cf\u8ff0\u80fd\u529b\u3002\n- \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u52bf\u51fd\u6570\u53c2\u6570\u548c\u591a\u4f53\u76f8\u4e92\u4f5c\u7528\u6a21\u578b\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u9ad8\u6e29\u6db2\u6001\u6001\u7684\u9002\u5e94\u6027\u3002\n- \u4f18\u5316\u6a21\u62df\u6d41\u7a0b\uff0c\u91c7\u7528\u591a\u9636\u6bb5\u6a21\u62df\uff08\u5982\u5148MD\u5e73\u8861\u540eMC\u91c7\u6837\uff09\u63d0\u9ad8\u81ea\u7531\u80fd\u8ba1\u7b97\u7684\u51c6\u786e\u5ea6\u3002\n- \u52a0\u5f3a\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u548c\u6a21\u578b\u9a8c\u8bc1\uff0c\u7cfb\u7edf\u8bc4\u4f30\u53c2\u6570\u654f\u611f\u6027\u548c\u8bef\u5dee\u6765\u6e90\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\u3002\n- \u5efa\u7acb\u81ea\u52a8\u5316\u53c2\u6570\u6821\u51c6\u548c\u6570\u636e\u5904\u7406\u7ba1\u7ebf\uff0c\u63d0\u5347\u6a21\u578b\u8fed\u4ee3\u6548\u7387\u3002\n\n\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\u65b9\u6848\u3002\n\n## Improved version of \u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\u65b9\u6848\n```\n\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5de5\u4f5c\u57fa\u7840\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u9009\u62e9\u8fdb\u884c\u4f18\u5316\uff0c\u5177\u4f53\u65b9\u6848\u5982\u4e0b\uff1a\n\n---\n\n### \u4e00\u3001\u52bf\u51fd\u6570\u6784\u5efa\u4e0e\u53c2\u6570\u4f18\u5316\n\n1. **\u591a\u6e90\u6570\u636e\u878d\u5408\u7684\u53c2\u6570\u62df\u5408** \n - \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u83b7\u5f97\u57fa\u6001\u80fd\u91cf\u3001\u529b\u5e38\u6570\u3001\u58f0\u5b50\u8c31\u7b49\u5fae\u89c2\u4fe1\u606f\uff0c\u4f5c\u4e3a\u8bad\u7ec3\u96c6\u57fa\u7840\u3002 \n - \u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff08\u7194\u70b9\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u7b49\uff09\uff0c\u91c7\u7528\u591a\u76ee\u6807\u4f18\u5316\u7b97\u6cd5\uff08\u5982\u9057\u4f20\u7b97\u6cd5\u3001\u8d1d\u53f6\u65af\u4f18\u5316\uff09\u540c\u65f6\u62df\u5408\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u786e\u4fdd\u52bf\u51fd\u6570\u5728\u63cf\u8ff0\u80fd\u91cf\u548c\u70ed\u529b\u5b66\u6027\u8d28\u4e0a\u7684\u5e73\u8861\u3002 \n\n2. **\u6e29\u5ea6\u4f9d\u8d56\u52bf\u51fd\u6570** \n - \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u9ad8\u6e29\u4e0b\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u53d8\u5316\u3002 \n - \u8003\u8651\u591a\u4f53\u76f8\u4e92\u4f5c\u7528\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u91c7\u7528\u6539\u8fdb\u7684\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u6216\u673a\u5668\u5b66\u4e60\u52bf\uff08\u5982\u795e\u7ecf\u7f51\u7edc\u52bfNNP\u3001GAP\uff09\u589e\u5f3a\u6a21\u578b\u8868\u8fbe\u80fd\u529b\u3002 \n\n3. **\u52bf\u51fd\u6570\u9a8c\u8bc1** \n - \u901a\u8fc7\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff08RDF\uff09\u3001\u6269\u6563\u7cfb\u6570\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u6307\u6807\uff0c\u9a8c\u8bc1\u52bf\u51fd\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u3002 \n - \u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u8c03\u6574\u548c\u4fee\u6b63\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \n\n---\n\n### \u4e8c\u3001\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6d41\u7a0b\u4f18\u5316\n\n1. **\u591a\u9636\u6bb5\u6a21\u62df\u7b56\u7565** \n - \u521d\u671f\u91c7\u7528\u9ad8\u6e29\u5feb\u901f\u5e73\u8861\uff0c\u968f\u540e\u9010\u6b65\u964d\u6e29\u8fbe\u5230\u76ee\u6807\u6e29\u5ea6\uff0c\u786e\u4fdd\u4f53\u7cfb\u5145\u5206\u8fbe\u5230\u70ed\u529b\u5b66\u5e73\u8861\u3002 \n - \u5728\u5e73\u8861\u6001\u57fa\u7840\u4e0a\u8fdb\u884c\u957f\u65f6\u95f4\u751f\u4ea7\u6a21\u62df\uff0c\u51cf\u5c11\u7edf\u8ba1\u8bef\u5dee\uff0c\u83b7\u5f97\u7a33\u5b9a\u7684\u70ed\u529b\u5b66\u5e73\u5747\u503c\u3002 \n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97** \n - \u5229\u7528\u80fd\u91cf\u548c\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9 \\( C_V \\) \u548c\u70ed\u81a8\u80c0\u7cfb\u6570\uff0c\u91c7\u7528\u591a\u6e29\u5ea6\u70b9\u6a21\u62df\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u6027\u66f2\u7ebf\u3002 \n - \u8ba1\u7b97\u7113\u3001\u71b5\u65f6\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u91cf\u7684\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n\n3. **\u8bef\u5dee\u8bc4\u4f30\u4e0e\u7edf\u8ba1\u5206\u6790** \n - \u591a\u6b21\u72ec\u7acb\u6a21\u62df\u8ba1\u7b97\u5e73\u5747\u503c\u548c\u6807\u51c6\u5dee\uff0c\u8bc4\u4f30\u7edf\u8ba1\u8bef\u5dee\u3002 \n - \u91c7\u7528\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u5bf9\u6a21\u62df\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u6307\u5bfc\u53c2\u6570\u8c03\u6574\u548c\u6a21\u578b\u6539\u8fdb\u3002 \n\n---\n\n### \u4e09\u3001\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u4e0e\u81ea\u7531\u80fd\u8ba1\u7b97\n\n1. **\u9ad8\u6548\u91c7\u6837\u7b56\u7565** \n - \u7ed3\u5408\u5e73\u884c\u8499\u7279\u5361\u6d1b\uff08Parallel MC\uff09\u548c\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff08\u5982\u5e73\u884c\u6e29\u5ea6\u4ea4\u6362\uff09\uff0c\u63d0\u9ad8\u6784\u578b\u7a7a\u95f4\u91c7\u6837\u6548\u7387\u3002 \n - \u91c7\u7528\u70ed\u529b\u79ef\u5206\u548c\u81ea\u7531\u80fd\u6270\u52a8\u65b9\u6cd5\uff0c\u7cbe\u786e\u8ba1\u7b97\u4e0d\u540c\u6210\u5206\u548c\u6e29\u5ea6\u4e0b\u7684\u81ea\u7531\u80fd\u5dee\u5f02\u3002 \n\n2. **\u4e0eMD\u7ed3\u679c\u4e92\u8865** \n - \u5229\u7528MC\u6a21\u62df\u8865\u5145MD\u96be\u4ee5\u8986\u76d6\u7684\u914d\u5206\u51fd\u6570\u8ba1\u7b97\uff0c\u9a8c\u8bc1\u548c\u6821\u6b63MD\u6a21\u62df\u7684\u81ea\u7531\u80fd\u4f30\u8ba1\u3002 \n - \u7ed3\u5408MC\u548cMD\u6570\u636e\uff0c\u6784\u5efa\u66f4\u5b8c\u6574\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u3002 \n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0eCALPHAD\u6574\u5408\n\n1. **\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u8fed\u4ee3** \n - \u5c06MD\u548cMC\u6a21\u62df\u5f97\u5230\u7684\u70ed\u529b\u5b66\u53c2\u6570\u4f5c\u4e3aCALPHAD\u6a21\u578b\u7684\u8f93\u5165\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8054\u5408\u62df\u5408\u3002 \n - \u91c7\u7528\u8fed\u4ee3\u4f18\u5316\u7b56\u7565\uff0c\u4e0d\u65ad\u8c03\u6574\u52bf\u51fd\u6570\u548cCALPHAD\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n\n2. **\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u66f4\u65b0** \n - \u5efa\u7acb\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u5b9e\u73b0\u6a21\u62df\u6570\u636e\u7684\u5feb\u901f\u6574\u7406\u3001\u5206\u6790\u548c\u53cd\u9988\u3002 \n - \u5b9e\u73b0\u53c2\u6570\u81ea\u52a8\u6821\u51c6\u7ba1\u7ebf\uff0c\u7f29\u77ed\u6a21\u578b\u8fed\u4ee3\u5468\u671f\uff0c\u5feb\u901f\u54cd\u5e94\u65b0\u5b9e\u9a8c\u6570\u636e\u3002 \n\n---\n\n### \u4e94\u3001\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1\n\n1. **\u654f\u611f\u6027\u5206\u6790** \n - \u7cfb\u7edf\u8bc4\u4f30\u52bf\u51fd\u6570\u53c2\u6570\u3001\u6a21\u62df\u6761\u4ef6\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u4f53\u7cfb\u5927\u5c0f\uff09\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002 \n - \u8bc6\u522b\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u4f18\u5148\u4f18\u5316\uff0c\u63d0\u9ad8\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n\n2. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u7f6e\u4fe1\u533a\u95f4** \n - \u7ed3\u5408\u7edf\u8ba1\u8bef\u5dee\u548c\u7cfb\u7edf\u8bef\u5dee\uff0c\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\uff0c\u660e\u786e\u9884\u6d4b\u53ef\u9760\u5ea6\u3002 \n\n3. **\u8de8\u5b66\u79d1\u9a8c\u8bc1** \n - \u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u591a\u7ef4\u5ea6\u5bf9\u6bd4\uff08\u70ed\u5bb9\u3001\u7113\u3001\u71b5\u3001\u6269\u6563\u7cfb\u6570\u7b49\uff09\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002 \n - \u6839\u636e\u9a8c\u8bc1\u7ed3\u679c\u8c03\u6574\u6a21\u62df\u65b9\u6848\u548c\u53c2\u6570\uff0c\u6301\u7eed\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002 \n\n---\n\n### \u516d\u3001\u6280\u672f\u5b9e\u73b0\u4e0e\u56e2\u961f\u534f\u4f5c\n\n- **\u8ba1\u7b97\u5e73\u53f0**\uff1a\u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u96c6\u7fa4\uff0c\u652f\u6301\u5927\u89c4\u6a21\u5e76\u884cMD\u548cMC\u6a21\u62df\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002 \n- **\u8f6f\u4ef6\u5de5\u5177**\uff1a\u91c7\u7528LAMMPS\u3001GROMACS\u8fdb\u884cMD\u6a21\u62df\uff0c\u7ed3\u5408VASP\u8fdb\u884c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5229\u7528Thermo-Calc\u6574\u5408CALPHAD\u5efa\u6a21\u3002 \n- **\u6570\u636e\u7ba1\u7406**\uff1a\u5efa\u7acb\u7edf\u4e00\u7684\u6570\u636e\u7ba1\u7406\u548c\u5171\u4eab\u5e73\u53f0\uff0c\u5b9e\u73b0\u6a21\u62df\u6570\u636e\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u65e0\u7f1d\u5bf9\u63a5\uff0c\u4fc3\u8fdb\u8de8\u5b66\u79d1\u534f\u4f5c\u3002 \n\n---\n\n### \u4e03\u3001\u9884\u671f\u6210\u679c\n\n- \u83b7\u5f97\u9ad8\u7cbe\u5ea6\u3001\u8986\u76d6\u5e7f\u6cdb\u6e29\u5ea6\u548c\u6210\u5206\u8303\u56f4\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u96c6\u3002 \n- \u6784\u5efa\u7269\u7406\u5408\u7406\u3001\u8ba1\u7b97\u6548\u7387\u9ad8\u7684\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002 \n- \u5b9e\u73b0\u6a21\u62df\u4e0e\u5b9e\u9a8c\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7814\u7a76\u7684\u7cfb\u7edf\u5316\u548c\u6807\u51c6\u5316\u3002 \n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u6a21\u62df\u6d41\u7a0b\u3001\u4ee3\u7801\u5b9e\u73b0\u793a\u4f8b\u548c\u53c2\u6570\u4f18\u5316\u7ec6\u8282\uff0c\u652f\u6301\u56e2\u961f\u540e\u7eed\u5de5\u4f5c\u5f00\u5c55\u3002\n```" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5b9e\u9a8c\u6570\u636e\u7684\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u5b9e\u9a8c\u6570\u636e\u7684\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u91cd\u70b9\u5f3a\u5316\u6570\u636e\u7684\u53ef\u9760\u6027\u9a8c\u8bc1\u3001\u5206\u7c7b\u7ba1\u7406\u548c\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u4e3a\u7406\u8bba\u5efa\u6a21\u548c\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u3001\u51c6\u786e\u7684\u5b9e\u9a8c\u57fa\u7840\u3002\u4ee5\u4e0b\u662f\u5b8c\u5584\u540e\u7684\u5b9e\u9a8c\u6570\u636e\u6536\u96c6\u4e0e\u5904\u7406\u65b9\u6848\u3002\n\n## Improved version of \u5b9e\u9a8c\u6570\u636e\u6536\u96c6\u4e0e\u5904\u7406\u65b9\u6cd5\n```\n\u4f5c\u4e3a\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\uff0c\u4e3a\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5b8c\u5584\u7684\u7cfb\u7edf\u6536\u96c6\u4e0e\u5904\u7406\u65b9\u6cd5\uff1a\n\n---\n\n### \u4e00\u3001\u6587\u732e\u6570\u636e\u5e93\u68c0\u7d22\u4e0e\u7b5b\u9009\n\n1. **\u591a\u6570\u636e\u5e93\u8054\u5408\u68c0\u7d22** \n - \u5229\u7528Web of Science\u3001Scopus\u3001Google Scholar\u3001CNKI\u7b49\u591a\u5e73\u53f0\uff0c\u7ed3\u5408\u5173\u952e\u8bcd\u7ec4\u5408\uff08\u5982\u201c\u6db2\u6001\u91d1\u5c5e \u70ed\u529b\u5b66\u53c2\u6570\u201d\u3001\u201c\u6db2\u6001\u5408\u91d1 \u6d3b\u5ea6\u7cfb\u6570\u201d\u3001\u201c\u7194\u4f53\u70ed\u5bb9\u201d\u3001\u201c\u6db2\u76f8\u70ed\u529b\u5b66\u6027\u8d28\u201d\u7b49\uff09\u8fdb\u884c\u5168\u9762\u68c0\u7d22\u3002 \n - \u5173\u6ce8\u6838\u5fc3\u671f\u520a\u3001\u4f1a\u8bae\u8bba\u6587\u3001\u535a\u58eb\u7855\u58eb\u8bba\u6587\u3001\u4e13\u5229\u53ca\u6743\u5a01\u7efc\u8ff0\uff0c\u786e\u4fdd\u8986\u76d6\u5e7f\u6cdb\u4e14\u6743\u5a01\u3002 \n\n2. **\u6587\u732e\u8d28\u91cf\u8bc4\u4f30\u4e0e\u7b5b\u9009** \n - \u5bf9\u68c0\u7d22\u7ed3\u679c\u8fdb\u884c\u8d28\u91cf\u8bc4\u4f30\uff0c\u4f9d\u636e\u5b9e\u9a8c\u65b9\u6cd5\u7684\u5148\u8fdb\u6027\u3001\u6570\u636e\u91cd\u590d\u6027\u3001\u6d4b\u91cf\u8bef\u5dee\u62a5\u544a\u7b49\u6807\u51c6\u7b5b\u9009\u9ad8\u8d28\u91cf\u6587\u732e\u3002 \n - \u4f18\u5148\u9009\u53d6\u540c\u884c\u8bc4\u5ba1\u671f\u520a\u53ca\u88ab\u5e7f\u6cdb\u5f15\u7528\u7684\u7ecf\u5178\u6587\u732e\uff0c\u5254\u9664\u6570\u636e\u4e0d\u5b8c\u6574\u6216\u65b9\u6cd5\u4e0d\u89c4\u8303\u7684\u6587\u732e\u3002 \n\n---\n\n### \u4e8c\u3001\u6807\u51c6\u8d44\u6599\u4e0e\u4e13\u8457\u67e5\u9605\n\n1. **\u6743\u5a01\u624b\u518c\u4e0e\u6570\u636e\u5e93** \n - \u67e5\u9605NIST\u6570\u636e\u5e93\u3001ASM\u624b\u518c\u3001CALPHAD\u76f8\u5173\u4e13\u8457\u53ca\u6db2\u6001\u91d1\u5c5e\u7269\u7406\u5316\u5b66\u7ecf\u5178\u4e66\u7c4d\uff0c\u83b7\u53d6\u7cfb\u7edf\u6574\u7406\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n - \u5173\u6ce8\u56fd\u5bb6\u548c\u56fd\u9645\u6807\u51c6\u7ec4\u7ec7\u53d1\u5e03\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u7684\u6807\u51c6\u5316\u548c\u6743\u5a01\u6027\u3002 \n\n2. **\u6570\u636e\u7248\u672c\u63a7\u5236** \n - \u5bf9\u6807\u51c6\u8d44\u6599\u4e2d\u7684\u6570\u636e\u7248\u672c\u8fdb\u884c\u8bb0\u5f55\uff0c\u8ddf\u8e2a\u6570\u636e\u66f4\u65b0\u5386\u53f2\uff0c\u786e\u4fdd\u4f7f\u7528\u6700\u65b0\u4e14\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u6570\u636e\u3002 \n\n---\n\n### \u4e09\u3001\u5b9e\u9a8c\u6570\u636e\u5206\u7c7b\u6574\u7406\u4e0e\u6570\u636e\u5e93\u5efa\u8bbe\n\n1. **\u6570\u636e\u5206\u7c7b\u4f53\u7cfb\u5efa\u7acb** \n - \u6309\u91d1\u5c5e\u79cd\u7c7b\u3001\u5408\u91d1\u6210\u5206\u3001\u6e29\u5ea6\u8303\u56f4\u3001\u538b\u529b\u6761\u4ef6\u3001\u6d4b\u91cf\u65b9\u6cd5\uff08\u5982\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u70ed\u6269\u6563\u6cd5\u7b49\uff09\u8fdb\u884c\u7ec6\u81f4\u5206\u7c7b\u3002 \n - \u5bf9\u540c\u4e00\u53c2\u6570\u7684\u4e0d\u540c\u6765\u6e90\u6570\u636e\u8fdb\u884c\u5f52\u6863\uff0c\u4fbf\u4e8e\u6a2a\u5411\u6bd4\u8f83\u548c\u5206\u6790\u3002 \n\n2. **\u6570\u636e\u5e93\u8bbe\u8ba1\u4e0e\u5b9e\u73b0** \n - \u5efa\u7acb\u7535\u5b50\u6570\u636e\u5e93\u6216\u7535\u5b50\u8868\u683c\uff0c\u8be6\u7ec6\u8bb0\u5f55\u6570\u636e\u6765\u6e90\uff08\u6587\u732e\u5f15\u7528\uff09\u3001\u5b9e\u9a8c\u6761\u4ef6\u3001\u6d4b\u91cf\u8bef\u5dee\u3001\u6570\u636e\u9002\u7528\u8303\u56f4\u53ca\u5907\u6ce8\u3002 \n - \u6570\u636e\u5e93\u652f\u6301\u591a\u7ef4\u5ea6\u68c0\u7d22\u548c\u7edf\u8ba1\u5206\u6790\uff0c\u4fbf\u4e8e\u5feb\u901f\u5b9a\u4f4d\u548c\u7b5b\u9009\u6240\u9700\u6570\u636e\u3002 \n\n---\n\n### \u56db\u3001\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\u4e0e\u8d28\u91cf\u63a7\u5236\n\n1. **\u591a\u6587\u732e\u6570\u636e\u6bd4\u5bf9** \n - \u5bf9\u540c\u4e00\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u7ec4\u6570\u636e\u8fdb\u884c\u6a2a\u5411\u6bd4\u5bf9\uff0c\u5206\u6790\u6570\u636e\u4e00\u81f4\u6027\u548c\u504f\u5dee\u6765\u6e90\u3002 \n - \u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u5747\u503c\u3001\u6807\u51c6\u5dee\u3001\u7f6e\u4fe1\u533a\u95f4\uff09\u8bc4\u4f30\u6570\u636e\u7684\u53ef\u9760\u6027\u3002 \n\n2. **\u5b9e\u9a8c\u65b9\u6cd5\u5f71\u54cd\u5206\u6790** \n - \u5206\u6790\u4e0d\u540c\u5b9e\u9a8c\u6280\u672f\u548c\u6761\u4ef6\u5bf9\u6570\u636e\u7684\u5f71\u54cd\uff0c\u8bc6\u522b\u7cfb\u7edf\u8bef\u5dee\u548c\u968f\u673a\u8bef\u5dee\u3002 \n - \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u6a21\u578b\uff0c\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5408\u7406\u6027\u68c0\u9a8c\u3002 \n\n3. **\u6570\u636e\u7b5b\u9009\u4e0e\u52a0\u6743\u5904\u7406** \n - \u6839\u636e\u6570\u636e\u7684\u8d28\u91cf\u8bc4\u4f30\u7ed3\u679c\uff0c\u7b5b\u9009\u51fa\u91cd\u590d\u6027\u597d\u3001\u8bef\u5dee\u5c0f\u7684\u9ad8\u53ef\u4fe1\u5ea6\u6570\u636e\u3002 \n - \u5bf9\u591a\u6765\u6e90\u6570\u636e\u91c7\u7528\u52a0\u6743\u5e73\u5747\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u8fdb\u884c\u878d\u5408\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u51c6\u786e\u6027\u3002 \n\n---\n\n### \u4e94\u3001\u52a8\u6001\u66f4\u65b0\u673a\u5236\u4e0e\u56e2\u961f\u5171\u4eab\n\n1. **\u5b9a\u671f\u6587\u732e\u8ffd\u8e2a\u4e0e\u6570\u636e\u66f4\u65b0** \n - \u5236\u5b9a\u6587\u732e\u8ddf\u8e2a\u8ba1\u5212\uff0c\u5b9a\u671f\u68c0\u7d22\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u6301\u7eed\u8865\u5145\u548c\u66f4\u65b0\u6570\u636e\u5e93\u3002 \n - \u5bf9\u65b0\u589e\u6570\u636e\u8fdb\u884c\u540c\u6837\u7684\u8d28\u91cf\u8bc4\u4f30\u548c\u5206\u7c7b\u7ba1\u7406\uff0c\u4fdd\u6301\u6570\u636e\u96c6\u7684\u65f6\u6548\u6027\u548c\u5b8c\u6574\u6027\u3002 \n\n2. **\u56e2\u961f\u5185\u90e8\u5171\u4eab\u5e73\u53f0\u5efa\u8bbe** \n - \u642d\u5efa\u6570\u636e\u5171\u4eab\u5e73\u53f0\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u4e4b\u95f4\u7684\u6570\u636e\u65e0\u7f1d\u5171\u4eab\u3002 \n - \u652f\u6301\u6570\u636e\u7684\u7248\u672c\u7ba1\u7406\u3001\u6743\u9650\u63a7\u5236\u548c\u534f\u540c\u7f16\u8f91\uff0c\u4fc3\u8fdb\u8de8\u5b66\u79d1\u5408\u4f5c\u3002 \n\n3. **\u6570\u636e\u6807\u51c6\u5316\u4e0e\u683c\u5f0f\u7edf\u4e00** \n - \u5236\u5b9a\u6570\u636e\u5f55\u5165\u89c4\u8303\u548c\u683c\u5f0f\u6807\u51c6\uff0c\u786e\u4fdd\u6570\u636e\u4e00\u81f4\u6027\u548c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u3002 \n - \u91c7\u7528\u901a\u7528\u6570\u636e\u683c\u5f0f\uff08\u5982CSV\u3001JSON\u3001XML\uff09\u517c\u5bb9\u4e0d\u540c\u5206\u6790\u8f6f\u4ef6\u548c\u6a21\u62df\u5e73\u53f0\u3002 \n\n---\n\n### \u516d\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u53cd\u9988\u4e0e\u6570\u636e\u5b8c\u5584\n\n1. **\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1** \n - \u901a\u8fc7\u5206\u6790\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u5206\u5e03\u548c\u4e0d\u8db3\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u53ca\u6e29\u5ea6\u3001\u6210\u5206\u7b49\u7a7a\u767d\u533a\u57df\u3002 \n - \u53cd\u9988\u7ed9\u5b9e\u9a8c\u8bbe\u8ba1\u56e2\u961f\uff0c\u6307\u5bfc\u65b0\u5b9e\u9a8c\u65b9\u6848\u7684\u5236\u5b9a\uff0c\u8865\u5145\u9ad8\u4f18\u5148\u7ea7\u6570\u636e\u3002 \n\n2. **\u6570\u636e\u8d28\u91cf\u6301\u7eed\u6539\u8fdb** \n - \u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6570\u636e\u7b5b\u9009\u6807\u51c6\u548c\u5904\u7406\u6d41\u7a0b\u3002 \n - \u5f15\u5165\u65b0\u5174\u5b9e\u9a8c\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n---\n\n### \u4e03\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u5b8c\u5584\u7684\u5b9e\u9a8c\u6570\u636e\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u5168\u9762\u4e14\u9ad8\u8d28\u91cf\u5730\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u7406\u8bba\u5efa\u6a21\u548c\u6570\u503c\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\uff0c\u4fc3\u8fdb\u8de8\u5b66\u79d1\u56e2\u961f\u534f\u540c\u7814\u7a76\u548c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6df1\u5165\u7406\u89e3\u4e0e\u5e94\u7528\u3002\n\n```\n" + }, + { + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6587\u732e\u4fe1\u606f\u8d44\u6599\uff0c\u5e76\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7cfb\u7edf\u6536\u96c6\u6574\u7406\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u6587\u732e\u8d44\u6599\u57fa\u7840\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u539f\u7406\u7684\u7406\u8bba\u5efa\u6a21\u6846\u67b6\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u4f18\u5316\u540e\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u6a21\u578b\u4e0e\u53c2\u6570\u9009\u62e9\u65b9\u6848\uff0c\u6211\u4eec\u5f62\u6210\u4e86\u4e00\u4e2a\u5168\u9762\u3001\u79d1\u5b66\u4e14\u4e92\u8865\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\u6c47\u7f16\u3002\n\n\u8be5\u8d44\u6599\u6db5\u76d6\u4e86\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u8868\u8fbe\u5f0f\u3001\u6570\u503c\u6a21\u62df\u7ed3\u679c\u53ca\u5176\u76f8\u4e92\u9a8c\u8bc1\uff0c\u8be6\u7ec6\u8bb0\u5f55\u4e86\u6570\u636e\u6765\u6e90\u3001\u5b9e\u9a8c\u6761\u4ef6\u3001\u6a21\u62df\u65b9\u6cd5\u548c\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u53ef\u9760\u6027\u548c\u9002\u7528\u6027\u3002\n\n\u4ee5\u4e0b\u4e3a\u6574\u5408\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\uff1a\n\n```\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\n---\n\n### \u4e00\u3001\u6587\u732e\u4e0e\u6570\u636e\u6765\u6e90\n\n1. **\u6587\u732e\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c** \n - \u901a\u8fc7Web of Science\u3001Scopus\u3001Google Scholar\u3001CNKI\u7b49\u6570\u636e\u5e93\uff0c\u7b5b\u9009\u4e86\u8fd1\u51e0\u5341\u5e74\u5185\u6750\u6599\u79d1\u5b66\u3001\u51b6\u91d1\u5b66\u3001\u7269\u7406\u5316\u5b66\u548c\u70ed\u529b\u5b66\u9886\u57df\u7684\u6743\u5a01\u671f\u520a\u8bba\u6587\u3001\u4f1a\u8bae\u8bba\u6587\u548c\u7efc\u8ff0\u6587\u7ae0\uff0c\u5173\u952e\u8bcd\u5305\u62ec\u201c\u6db2\u6001\u91d1\u5c5e \u70ed\u529b\u5b66\u53c2\u6570\u201d\u3001\u201c\u6db2\u6001\u5408\u91d1 \u6d3b\u5ea6\u7cfb\u6570\u201d\u3001\u201c\u7194\u4f53\u70ed\u5bb9\u201d\u3001\u201c\u6db2\u76f8\u70ed\u529b\u5b66\u6027\u8d28\u201d\u7b49\u3002 \n - \u4ee3\u8868\u6027\u671f\u520a\u5305\u62ec\u300aJournal of Alloys and Compounds\u300b\u3001\u300aCalphad\u300b\u3001\u300aMetallurgical and Materials Transactions\u300b\u7b49\u3002 \n\n2. **\u6743\u5a01\u6807\u51c6\u8d44\u6599\u4e0e\u4e13\u8457** \n - \u53c2\u8003\u4e86NIST\u6570\u636e\u5e93\u3001ASM\u624b\u518c\u3001\u300a\u6db2\u6001\u91d1\u5c5e\u7269\u7406\u5316\u5b66\u300b\u3001\u300aCALPHAD\u65b9\u6cd5\u300b\u7b49\u4e13\u8457\u548c\u6807\u51c6\u624b\u518c\uff0c\u83b7\u53d6\u7cfb\u7edf\u6574\u7406\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002 \n - \u8bb0\u5f55\u4e86\u5404\u6570\u636e\u7248\u672c\u53ca\u66f4\u65b0\u5386\u53f2\uff0c\u786e\u4fdd\u6570\u636e\u7684\u65f6\u6548\u6027\u548c\u6743\u5a01\u6027\u3002 \n\n3. **\u5b9e\u9a8c\u6570\u636e\u5206\u7c7b\u4e0e\u6570\u636e\u5e93** \n - \u5b9e\u9a8c\u6570\u636e\u6309\u91d1\u5c5e\u79cd\u7c7b\u3001\u5408\u91d1\u6210\u5206\u3001\u6e29\u5ea6\u8303\u56f4\u3001\u538b\u529b\u6761\u4ef6\u53ca\u6d4b\u91cf\u65b9\u6cd5\uff08\u5982DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u70ed\u6269\u6563\u6cd5\uff09\u8be6\u7ec6\u5206\u7c7b\uff0c\u5efa\u7acb\u4e86\u591a\u7ef4\u5ea6\u53ef\u68c0\u7d22\u7684\u7535\u5b50\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5305\u542b\u5b9e\u9a8c\u6761\u4ef6\u3001\u6d4b\u91cf\u8bef\u5dee\u3001\u6570\u636e\u9002\u7528\u8303\u56f4\u7b49\u8be6\u7ec6\u4fe1\u606f\uff0c\u65b9\u4fbf\u4ea4\u53c9\u9a8c\u8bc1\u548c\u8d28\u91cf\u63a7\u5236\u3002 \n\n---\n\n### \u4e8c\u3001\u7406\u8bba\u5efa\u6a21\u6846\u67b6\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b** \n - \u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u5206\u4e3a\u7406\u60f3\u6df7\u5408\u3001\u6df7\u5408\u8d21\u732e\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u4e09\u90e8\u5206\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u548c\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u63cf\u8ff0\u975e\u7406\u60f3\u6027\u3002 \n - \u901a\u8fc7\u914d\u5206\u51fd\u6570\u548c\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u7d27\u675f\u7f1a\u6a21\u578b\u7b49\u52bf\u51fd\u6570\uff0c\u8fde\u63a5\u5fae\u89c2\u7ed3\u6784\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n\n2. **\u7113\u3001\u71b5\u4e0e\u6bd4\u70ed\u8ba1\u7b97** \n - \u7113\u901a\u8fc7\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u5e73\u5747\u5185\u80fd\u4e0e\u4f53\u79ef\u529f\u3002 \n - \u71b5\u7531\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u6216\u914d\u5206\u51fd\u6570\u76f4\u63a5\u8ba1\u7b97\uff0c\u5305\u542b\u632f\u52a8\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n - \u6bd4\u70ed\u5bb9\u7531\u7113\u5bf9\u6e29\u5ea6\u5bfc\u6570\u6216\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\uff0c\u5206\u522b\u83b7\u5f97 \\( C_P \\) \u548c \\( C_V \\)\u3002 \n\n3. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316** \n - \u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7d27\u5bc6\u7ed3\u5408\uff0c\u91c7\u7528CALPHAD\u65b9\u6cd5\u6574\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u8fed\u4ee3\u4f18\u5316\u6a21\u578b\u53c2\u6570\u3002 \n\n---\n\n### \u4e09\u3001\u6570\u503c\u6a21\u62df\u6a21\u578b\u4e0e\u53c2\u6570\u4f18\u5316\n\n1. **\u52bf\u51fd\u6570\u6784\u5efa\u4e0e\u591a\u6e90\u6570\u636e\u878d\u5408** \n - \u91c7\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u5b9e\u9a8c\u6570\u636e\u591a\u76ee\u6807\u62df\u5408\uff0c\u5229\u7528\u9057\u4f20\u7b97\u6cd5\u3001\u8d1d\u53f6\u65af\u4f18\u5316\u7b49\u65b9\u6cd5\u786e\u5b9aEAM\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u53c2\u6570\u3002 \n - \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u53c2\u6570\u548c\u591a\u4f53\u76f8\u4e92\u4f5c\u7528\uff0c\u63d0\u5347\u6db2\u6001\u9ad8\u6e29\u6001\u4e0b\u63cf\u8ff0\u80fd\u529b\u3002 \n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df** \n - \u591a\u9636\u6bb5MD\u6a21\u62df\u786e\u4fdd\u70ed\u5e73\u8861\uff0c\u957f\u65f6\u95f4\u91c7\u6837\u83b7\u5f97\u7a33\u5b9a\u70ed\u529b\u5b66\u5e73\u5747\u503c\u3002 \n - MC\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u7cbe\u786e\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u589e\u5f3a\u91c7\u6837\u6548\u7387\u3002 \n - \u901a\u8fc7\u80fd\u91cf\u4e0e\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n\n3. **\u591a\u5c3a\u5ea6\u6574\u5408\u4e0eCALPHAD\u878d\u5408** \n - \u6a21\u62df\u7ed3\u679c\u8f93\u5165CALPHAD\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8054\u5408\u62df\u5408\uff0c\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u6821\u51c6\u7ba1\u7ebf\u52a0\u5feb\u6a21\u578b\u8fed\u4ee3\u3002 \n\n4. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u7edf\u8ba1\u8bef\u5dee\u4e0e\u7cfb\u7edf\u8bef\u5dee\u8054\u5408\u8bc4\u4f30\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u4e0e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u591a\u7ef4\u5ea6\u6bd4\u5bf9\uff0c\u6301\u7eed\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002 \n\n---\n\n### \u56db\u3001\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u52a8\u6001\u66f4\u65b0\n\n1. **\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1** \n - \u591a\u6587\u732e\u6570\u636e\u6a2a\u5411\u6bd4\u5bf9\uff0c\u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u8bc4\u4f30\u6570\u636e\u53ef\u9760\u6027\u3002 \n - \u7ed3\u5408\u7406\u8bba\u6a21\u578b\u5408\u7406\u6027\u68c0\u9a8c\uff0c\u7b5b\u9009\u9ad8\u53ef\u4fe1\u5ea6\u6570\u636e\u3002 \n\n2. **\u52a8\u6001\u66f4\u65b0\u673a\u5236** \n - \u5b9a\u671f\u6587\u732e\u8ffd\u8e2a\uff0c\u6301\u7eed\u8865\u5145\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5171\u4eab\u5e73\u53f0\u652f\u6301\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u6570\u636e\u7248\u672c\u7ba1\u7406\u548c\u683c\u5f0f\u6807\u51c6\u5316\u3002 \n\n3. **\u5b9e\u9a8c\u8bbe\u8ba1\u53cd\u9988** \n - \u6839\u636e\u6570\u636e\u7f3a\u53e3\u6307\u5bfc\u65b0\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5173\u952e\u53c2\u6570\u6570\u636e\u3002 \n - \u5f15\u5165\u5148\u8fdb\u5b9e\u9a8c\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002 \n\n---\n\n### \u4e94\u3001\u603b\u7ed3\u4e0e\u5e94\u7528\n\n- \u672c\u6587\u732e\u8d44\u6599\u7cfb\u7edf\u6574\u5408\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u4e92\u8865\u4e14\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u8d44\u6e90\u3002 \n- \u8d44\u6599\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u51c6\u786e\u8ba1\u7b97\u4e0e\u9884\u6d4b\uff0c\u4fc3\u8fdb\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n- \u901a\u8fc7\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0\uff0c\u4fdd\u969c\u6570\u636e\u7684\u6301\u7eed\u5b8c\u5584\u548c\u6a21\u578b\u7684\u4e0d\u65ad\u63d0\u5347\u3002 \n\n---\n\n### \u516d\u3001\u4ee3\u8868\u6027\u53c2\u8003\u6587\u732e\uff08\u793a\u4f8b\uff09\n\n- [1] D. G. Pettifor, \u201cTheoretical models of liquid metals,\u201d Prog. Mater. Sci., vol. 37, pp. 1\u2013100, 1993. \n- [2] H. L. Lukas, S. G. Fries, and B. Sundman, \u201cComputational Thermodynamics: The Calphad Method,\u201d Cambridge University Press, 2007. \n- [3] M. I. Baskes, \u201cModified embedded-atom potentials for cubic materials and impurities,\u201d Phys. Rev. B, vol. 46, no. 5, pp. 2727\u20132742, 1992. \n- [4] J. P. Perdew et al., \u201cGeneralized Gradient Approximation Made Simple,\u201d Phys. Rev. Lett., vol. 77, pp. 3865\u20133868, 1996. \n- [5] Experimental and calculated thermodynamic properties databases: NIST, ASM International, Thermo-Calc Software AB. \n\n---\n\n\u5982\u9700\u66f4\u8be6\u7ec6\u7684\u6570\u5b66\u63a8\u5bfc\u3001\u6a21\u62df\u6d41\u7a0b\u6216\u6570\u636e\u8bbf\u95ee\u65b9\u5f0f\uff0c\u53ef\u968f\u65f6\u8054\u7cfb\u56e2\u961f\u6210\u5458\u83b7\u53d6\u652f\u6301\u3002\n```\n\n\u6b64\u6587\u732e\u8d44\u6599\u4e3a\u56e2\u961f\u540e\u7eed\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u3001\u6570\u503c\u6a21\u62df\u548c\u5b9e\u9a8c\u9a8c\u8bc1\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u63a8\u52a8\u7814\u7a76\u5de5\u4f5c\u7cfb\u7edf\u5316\u3001\u6807\u51c6\u5316\u548c\u9ad8\u6548\u5316\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599", + "content": "---\n\n### \u4e00\u3001\u6587\u732e\u4e0e\u6570\u636e\u6765\u6e90\n\n1. **\u6587\u732e\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c** \n - \u901a\u8fc7Web of Science\u3001Scopus\u3001Google Scholar\u3001CNKI\u7b49\u6570\u636e\u5e93\uff0c\u7b5b\u9009\u4e86\u8fd1\u51e0\u5341\u5e74\u5185\u6750\u6599\u79d1\u5b66\u3001\u51b6\u91d1\u5b66\u3001\u7269\u7406\u5316\u5b66\u548c\u70ed\u529b\u5b66\u9886\u57df\u7684\u6743\u5a01\u671f\u520a\u8bba\u6587\u3001\u4f1a\u8bae\u8bba\u6587\u548c\u7efc\u8ff0\u6587\u7ae0\uff0c\u5173\u952e\u8bcd\u5305\u62ec\u201c\u6db2\u6001\u91d1\u5c5e \u70ed\u529b\u5b66\u53c2\u6570\u201d\u3001\u201c\u6db2\u6001\u5408\u91d1 \u6d3b\u5ea6\u7cfb\u6570\u201d\u3001\u201c\u7194\u4f53\u70ed\u5bb9\u201d\u3001\u201c\u6db2\u76f8\u70ed\u529b\u5b66\u6027\u8d28\u201d\u7b49\u3002 \n - \u4ee3\u8868\u6027\u671f\u520a\u5305\u62ec\u300aJournal of Alloys and Compounds\u300b\u3001\u300aCalphad\u300b\u3001\u300aMetallurgical and Materials Transactions\u300b\u7b49\u3002 \n\n2. **\u6743\u5a01\u6807\u51c6\u8d44\u6599\u4e0e\u4e13\u8457** \n - \u53c2\u8003\u4e86NIST\u6570\u636e\u5e93\u3001ASM\u624b\u518c\u3001\u300a\u6db2\u6001\u91d1\u5c5e\u7269\u7406\u5316\u5b66\u300b\u3001\u300aCALPHAD\u65b9\u6cd5\u300b\u7b49\u4e13\u8457\u548c\u6807\u51c6\u624b\u518c\uff0c\u83b7\u53d6\u7cfb\u7edf\u6574\u7406\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002 \n - \u8bb0\u5f55\u4e86\u5404\u6570\u636e\u7248\u672c\u53ca\u66f4\u65b0\u5386\u53f2\uff0c\u786e\u4fdd\u6570\u636e\u7684\u65f6\u6548\u6027\u548c\u6743\u5a01\u6027\u3002 \n\n3. **\u5b9e\u9a8c\u6570\u636e\u5206\u7c7b\u4e0e\u6570\u636e\u5e93** \n - \u5b9e\u9a8c\u6570\u636e\u6309\u91d1\u5c5e\u79cd\u7c7b\u3001\u5408\u91d1\u6210\u5206\u3001\u6e29\u5ea6\u8303\u56f4\u3001\u538b\u529b\u6761\u4ef6\u53ca\u6d4b\u91cf\u65b9\u6cd5\uff08\u5982DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u70ed\u6269\u6563\u6cd5\uff09\u8be6\u7ec6\u5206\u7c7b\uff0c\u5efa\u7acb\u4e86\u591a\u7ef4\u5ea6\u53ef\u68c0\u7d22\u7684\u7535\u5b50\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5305\u542b\u5b9e\u9a8c\u6761\u4ef6\u3001\u6d4b\u91cf\u8bef\u5dee\u3001\u6570\u636e\u9002\u7528\u8303\u56f4\u7b49\u8be6\u7ec6\u4fe1\u606f\uff0c\u65b9\u4fbf\u4ea4\u53c9\u9a8c\u8bc1\u548c\u8d28\u91cf\u63a7\u5236\u3002 \n\n---\n\n### \u4e8c\u3001\u7406\u8bba\u5efa\u6a21\u6846\u67b6\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b** \n - \u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u5206\u4e3a\u7406\u60f3\u6df7\u5408\u3001\u6df7\u5408\u8d21\u732e\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u4e09\u90e8\u5206\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u548c\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u63cf\u8ff0\u975e\u7406\u60f3\u6027\u3002 \n - \u901a\u8fc7\u914d\u5206\u51fd\u6570\u548c\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u7d27\u675f\u7f1a\u6a21\u578b\u7b49\u52bf\u51fd\u6570\uff0c\u8fde\u63a5\u5fae\u89c2\u7ed3\u6784\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n\n2. **\u7113\u3001\u71b5\u4e0e\u6bd4\u70ed\u8ba1\u7b97** \n - \u7113\u901a\u8fc7\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u5e73\u5747\u5185\u80fd\u4e0e\u4f53\u79ef\u529f\u3002 \n - \u71b5\u7531\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u6216\u914d\u5206\u51fd\u6570\u76f4\u63a5\u8ba1\u7b97\uff0c\u5305\u542b\u632f\u52a8\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n - \u6bd4\u70ed\u5bb9\u7531\u7113\u5bf9\u6e29\u5ea6\u5bfc\u6570\u6216\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\uff0c\u5206\u522b\u83b7\u5f97 \\( C_P \\) \u548c \\( C_V \\)\u3002 \n\n3. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316** \n - \u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7d27\u5bc6\u7ed3\u5408\uff0c\u91c7\u7528CALPHAD\u65b9\u6cd5\u6574\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u8fed\u4ee3\u4f18\u5316\u6a21\u578b\u53c2\u6570\u3002 \n\n---\n\n### \u4e09\u3001\u6570\u503c\u6a21\u62df\u6a21\u578b\u4e0e\u53c2\u6570\u4f18\u5316\n\n1. **\u52bf\u51fd\u6570\u6784\u5efa\u4e0e\u591a\u6e90\u6570\u636e\u878d\u5408** \n - \u91c7\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u5b9e\u9a8c\u6570\u636e\u591a\u76ee\u6807\u62df\u5408\uff0c\u5229\u7528\u9057\u4f20\u7b97\u6cd5\u3001\u8d1d\u53f6\u65af\u4f18\u5316\u7b49\u65b9\u6cd5\u786e\u5b9aEAM\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u53c2\u6570\u3002 \n - \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u53c2\u6570\u548c\u591a\u4f53\u76f8\u4e92\u4f5c\u7528\uff0c\u63d0\u5347\u6db2\u6001\u9ad8\u6e29\u6001\u4e0b\u63cf\u8ff0\u80fd\u529b\u3002 \n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df** \n - \u591a\u9636\u6bb5MD\u6a21\u62df\u786e\u4fdd\u70ed\u5e73\u8861\uff0c\u957f\u65f6\u95f4\u91c7\u6837\u83b7\u5f97\u7a33\u5b9a\u70ed\u529b\u5b66\u5e73\u5747\u503c\u3002 \n - MC\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u7cbe\u786e\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u589e\u5f3a\u91c7\u6837\u6548\u7387\u3002 \n - \u901a\u8fc7\u80fd\u91cf\u4e0e\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n\n3. **\u591a\u5c3a\u5ea6\u6574\u5408\u4e0eCALPHAD\u878d\u5408** \n - \u6a21\u62df\u7ed3\u679c\u8f93\u5165CALPHAD\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8054\u5408\u62df\u5408\uff0c\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u6821\u51c6\u7ba1\u7ebf\u52a0\u5feb\u6a21\u578b\u8fed\u4ee3\u3002 \n\n4. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u7edf\u8ba1\u8bef\u5dee\u4e0e\u7cfb\u7edf\u8bef\u5dee\u8054\u5408\u8bc4\u4f30\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u4e0e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u591a\u7ef4\u5ea6\u6bd4\u5bf9\uff0c\u6301\u7eed\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002 \n\n---\n\n### \u56db\u3001\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u52a8\u6001\u66f4\u65b0\n\n1. **\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1** \n - \u591a\u6587\u732e\u6570\u636e\u6a2a\u5411\u6bd4\u5bf9\uff0c\u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u8bc4\u4f30\u6570\u636e\u53ef\u9760\u6027\u3002 \n - \u7ed3\u5408\u7406\u8bba\u6a21\u578b\u5408\u7406\u6027\u68c0\u9a8c\uff0c\u7b5b\u9009\u9ad8\u53ef\u4fe1\u5ea6\u6570\u636e\u3002 \n\n2. **\u52a8\u6001\u66f4\u65b0\u673a\u5236** \n - \u5b9a\u671f\u6587\u732e\u8ffd\u8e2a\uff0c\u6301\u7eed\u8865\u5145\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5171\u4eab\u5e73\u53f0\u652f\u6301\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u6570\u636e\u7248\u672c\u7ba1\u7406\u548c\u683c\u5f0f\u6807\u51c6\u5316\u3002 \n\n3. **\u5b9e\u9a8c\u8bbe\u8ba1\u53cd\u9988** \n - \u6839\u636e\u6570\u636e\u7f3a\u53e3\u6307\u5bfc\u65b0\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5173\u952e\u53c2\u6570\u6570\u636e\u3002 \n - \u5f15\u5165\u5148\u8fdb\u5b9e\u9a8c\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002 \n\n---\n\n### \u4e94\u3001\u603b\u7ed3\u4e0e\u5e94\u7528\n\n- \u672c\u6587\u732e\u8d44\u6599\u7cfb\u7edf\u6574\u5408\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u4e92\u8865\u4e14\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u8d44\u6e90\u3002 \n- \u8d44\u6599\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u51c6\u786e\u8ba1\u7b97\u4e0e\u9884\u6d4b\uff0c\u4fc3\u8fdb\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n- \u901a\u8fc7\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0\uff0c\u4fdd\u969c\u6570\u636e\u7684\u6301\u7eed\u5b8c\u5584\u548c\u6a21\u578b\u7684\u4e0d\u65ad\u63d0\u5347\u3002 \n\n---\n\n### \u516d\u3001\u4ee3\u8868\u6027\u53c2\u8003\u6587\u732e\uff08\u793a\u4f8b\uff09\n\n- [1] D. G. Pettifor, \u201cTheoretical models of liquid metals,\u201d Prog. Mater. Sci., vol. 37, pp. 1\u2013100, 1993. \n- [2] H. L. Lukas, S. G. Fries, and B. Sundman, \u201cComputational Thermodynamics: The Calphad Method,\u201d Cambridge University Press, 2007. \n- [3] M. I. Baskes, \u201cModified embedded-atom potentials for cubic materials and impurities,\u201d Phys. Rev. B, vol. 46, no. 5, pp. 2727\u20132742, 1992. \n- [4] J. P. Perdew et al., \u201cGeneralized Gradient Approximation Made Simple,\u201d Phys. Rev. Lett., vol. 77, pp. 3865\u20133868, 1996. \n- [5] Experimental and calculated thermodynamic properties databases: NIST, ASM International, Thermo-Calc Software AB. \n\n---\n\n\u5982\u9700\u66f4\u8be6\u7ec6\u7684\u6570\u5b66\u63a8\u5bfc\u3001\u6a21\u62df\u6d41\u7a0b\u6216\u6570\u636e\u8bbf\u95ee\u65b9\u5f0f\uff0c\u53ef\u968f\u65f6\u8054\u7cfb\u56e2\u961f\u6210\u5458\u83b7\u53d6\u652f\u6301\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u5b9e\u9a8c\u8bbe\u8ba1", + "InputName_List": [ + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599" + ], + "OutputName": "\u5b9e\u9a8c\u65b9\u6848", + "chatLog": [], + "inputObject_Record": [ + { + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599": "---\n\n### \u4e00\u3001\u6587\u732e\u4e0e\u6570\u636e\u6765\u6e90\n\n1. **\u6587\u732e\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c** \n - \u901a\u8fc7Web of Science\u3001Scopus\u3001Google Scholar\u3001CNKI\u7b49\u6570\u636e\u5e93\uff0c\u7b5b\u9009\u4e86\u8fd1\u51e0\u5341\u5e74\u5185\u6750\u6599\u79d1\u5b66\u3001\u51b6\u91d1\u5b66\u3001\u7269\u7406\u5316\u5b66\u548c\u70ed\u529b\u5b66\u9886\u57df\u7684\u6743\u5a01\u671f\u520a\u8bba\u6587\u3001\u4f1a\u8bae\u8bba\u6587\u548c\u7efc\u8ff0\u6587\u7ae0\uff0c\u5173\u952e\u8bcd\u5305\u62ec\u201c\u6db2\u6001\u91d1\u5c5e \u70ed\u529b\u5b66\u53c2\u6570\u201d\u3001\u201c\u6db2\u6001\u5408\u91d1 \u6d3b\u5ea6\u7cfb\u6570\u201d\u3001\u201c\u7194\u4f53\u70ed\u5bb9\u201d\u3001\u201c\u6db2\u76f8\u70ed\u529b\u5b66\u6027\u8d28\u201d\u7b49\u3002 \n - \u4ee3\u8868\u6027\u671f\u520a\u5305\u62ec\u300aJournal of Alloys and Compounds\u300b\u3001\u300aCalphad\u300b\u3001\u300aMetallurgical and Materials Transactions\u300b\u7b49\u3002 \n\n2. **\u6743\u5a01\u6807\u51c6\u8d44\u6599\u4e0e\u4e13\u8457** \n - \u53c2\u8003\u4e86NIST\u6570\u636e\u5e93\u3001ASM\u624b\u518c\u3001\u300a\u6db2\u6001\u91d1\u5c5e\u7269\u7406\u5316\u5b66\u300b\u3001\u300aCALPHAD\u65b9\u6cd5\u300b\u7b49\u4e13\u8457\u548c\u6807\u51c6\u624b\u518c\uff0c\u83b7\u53d6\u7cfb\u7edf\u6574\u7406\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002 \n - \u8bb0\u5f55\u4e86\u5404\u6570\u636e\u7248\u672c\u53ca\u66f4\u65b0\u5386\u53f2\uff0c\u786e\u4fdd\u6570\u636e\u7684\u65f6\u6548\u6027\u548c\u6743\u5a01\u6027\u3002 \n\n3. **\u5b9e\u9a8c\u6570\u636e\u5206\u7c7b\u4e0e\u6570\u636e\u5e93** \n - \u5b9e\u9a8c\u6570\u636e\u6309\u91d1\u5c5e\u79cd\u7c7b\u3001\u5408\u91d1\u6210\u5206\u3001\u6e29\u5ea6\u8303\u56f4\u3001\u538b\u529b\u6761\u4ef6\u53ca\u6d4b\u91cf\u65b9\u6cd5\uff08\u5982DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u70ed\u6269\u6563\u6cd5\uff09\u8be6\u7ec6\u5206\u7c7b\uff0c\u5efa\u7acb\u4e86\u591a\u7ef4\u5ea6\u53ef\u68c0\u7d22\u7684\u7535\u5b50\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5305\u542b\u5b9e\u9a8c\u6761\u4ef6\u3001\u6d4b\u91cf\u8bef\u5dee\u3001\u6570\u636e\u9002\u7528\u8303\u56f4\u7b49\u8be6\u7ec6\u4fe1\u606f\uff0c\u65b9\u4fbf\u4ea4\u53c9\u9a8c\u8bc1\u548c\u8d28\u91cf\u63a7\u5236\u3002 \n\n---\n\n### \u4e8c\u3001\u7406\u8bba\u5efa\u6a21\u6846\u67b6\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b** \n - \u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u5206\u4e3a\u7406\u60f3\u6df7\u5408\u3001\u6df7\u5408\u8d21\u732e\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u4e09\u90e8\u5206\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u548c\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u63cf\u8ff0\u975e\u7406\u60f3\u6027\u3002 \n - \u901a\u8fc7\u914d\u5206\u51fd\u6570\u548c\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u7d27\u675f\u7f1a\u6a21\u578b\u7b49\u52bf\u51fd\u6570\uff0c\u8fde\u63a5\u5fae\u89c2\u7ed3\u6784\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n\n2. **\u7113\u3001\u71b5\u4e0e\u6bd4\u70ed\u8ba1\u7b97** \n - \u7113\u901a\u8fc7\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u5e73\u5747\u5185\u80fd\u4e0e\u4f53\u79ef\u529f\u3002 \n - \u71b5\u7531\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u6216\u914d\u5206\u51fd\u6570\u76f4\u63a5\u8ba1\u7b97\uff0c\u5305\u542b\u632f\u52a8\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n - \u6bd4\u70ed\u5bb9\u7531\u7113\u5bf9\u6e29\u5ea6\u5bfc\u6570\u6216\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\uff0c\u5206\u522b\u83b7\u5f97 \\( C_P \\) \u548c \\( C_V \\)\u3002 \n\n3. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316** \n - \u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7d27\u5bc6\u7ed3\u5408\uff0c\u91c7\u7528CALPHAD\u65b9\u6cd5\u6574\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u8fed\u4ee3\u4f18\u5316\u6a21\u578b\u53c2\u6570\u3002 \n\n---\n\n### \u4e09\u3001\u6570\u503c\u6a21\u62df\u6a21\u578b\u4e0e\u53c2\u6570\u4f18\u5316\n\n1. **\u52bf\u51fd\u6570\u6784\u5efa\u4e0e\u591a\u6e90\u6570\u636e\u878d\u5408** \n - \u91c7\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u5b9e\u9a8c\u6570\u636e\u591a\u76ee\u6807\u62df\u5408\uff0c\u5229\u7528\u9057\u4f20\u7b97\u6cd5\u3001\u8d1d\u53f6\u65af\u4f18\u5316\u7b49\u65b9\u6cd5\u786e\u5b9aEAM\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u53c2\u6570\u3002 \n - \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u53c2\u6570\u548c\u591a\u4f53\u76f8\u4e92\u4f5c\u7528\uff0c\u63d0\u5347\u6db2\u6001\u9ad8\u6e29\u6001\u4e0b\u63cf\u8ff0\u80fd\u529b\u3002 \n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df** \n - \u591a\u9636\u6bb5MD\u6a21\u62df\u786e\u4fdd\u70ed\u5e73\u8861\uff0c\u957f\u65f6\u95f4\u91c7\u6837\u83b7\u5f97\u7a33\u5b9a\u70ed\u529b\u5b66\u5e73\u5747\u503c\u3002 \n - MC\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u7cbe\u786e\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u589e\u5f3a\u91c7\u6837\u6548\u7387\u3002 \n - \u901a\u8fc7\u80fd\u91cf\u4e0e\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n\n3. **\u591a\u5c3a\u5ea6\u6574\u5408\u4e0eCALPHAD\u878d\u5408** \n - \u6a21\u62df\u7ed3\u679c\u8f93\u5165CALPHAD\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8054\u5408\u62df\u5408\uff0c\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u6821\u51c6\u7ba1\u7ebf\u52a0\u5feb\u6a21\u578b\u8fed\u4ee3\u3002 \n\n4. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u7edf\u8ba1\u8bef\u5dee\u4e0e\u7cfb\u7edf\u8bef\u5dee\u8054\u5408\u8bc4\u4f30\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u4e0e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u591a\u7ef4\u5ea6\u6bd4\u5bf9\uff0c\u6301\u7eed\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002 \n\n---\n\n### \u56db\u3001\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u52a8\u6001\u66f4\u65b0\n\n1. **\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1** \n - \u591a\u6587\u732e\u6570\u636e\u6a2a\u5411\u6bd4\u5bf9\uff0c\u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u8bc4\u4f30\u6570\u636e\u53ef\u9760\u6027\u3002 \n - \u7ed3\u5408\u7406\u8bba\u6a21\u578b\u5408\u7406\u6027\u68c0\u9a8c\uff0c\u7b5b\u9009\u9ad8\u53ef\u4fe1\u5ea6\u6570\u636e\u3002 \n\n2. **\u52a8\u6001\u66f4\u65b0\u673a\u5236** \n - \u5b9a\u671f\u6587\u732e\u8ffd\u8e2a\uff0c\u6301\u7eed\u8865\u5145\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5171\u4eab\u5e73\u53f0\u652f\u6301\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u6570\u636e\u7248\u672c\u7ba1\u7406\u548c\u683c\u5f0f\u6807\u51c6\u5316\u3002 \n\n3. **\u5b9e\u9a8c\u8bbe\u8ba1\u53cd\u9988** \n - \u6839\u636e\u6570\u636e\u7f3a\u53e3\u6307\u5bfc\u65b0\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5173\u952e\u53c2\u6570\u6570\u636e\u3002 \n - \u5f15\u5165\u5148\u8fdb\u5b9e\u9a8c\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002 \n\n---\n\n### \u4e94\u3001\u603b\u7ed3\u4e0e\u5e94\u7528\n\n- \u672c\u6587\u732e\u8d44\u6599\u7cfb\u7edf\u6574\u5408\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u4e92\u8865\u4e14\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u8d44\u6e90\u3002 \n- \u8d44\u6599\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u51c6\u786e\u8ba1\u7b97\u4e0e\u9884\u6d4b\uff0c\u4fc3\u8fdb\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n- \u901a\u8fc7\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0\uff0c\u4fdd\u969c\u6570\u636e\u7684\u6301\u7eed\u5b8c\u5584\u548c\u6a21\u578b\u7684\u4e0d\u65ad\u63d0\u5347\u3002 \n\n---\n\n### \u516d\u3001\u4ee3\u8868\u6027\u53c2\u8003\u6587\u732e\uff08\u793a\u4f8b\uff09\n\n- [1] D. G. Pettifor, \u201cTheoretical models of liquid metals,\u201d Prog. Mater. Sci., vol. 37, pp. 1\u2013100, 1993. \n- [2] H. L. Lukas, S. G. Fries, and B. Sundman, \u201cComputational Thermodynamics: The Calphad Method,\u201d Cambridge University Press, 2007. \n- [3] M. I. Baskes, \u201cModified embedded-atom potentials for cubic materials and impurities,\u201d Phys. Rev. B, vol. 46, no. 5, pp. 2727\u20132742, 1992. \n- [4] J. P. Perdew et al., \u201cGeneralized Gradient Approximation Made Simple,\u201d Phys. Rev. Lett., vol. 77, pp. 3865\u20133868, 1996. \n- [5] Experimental and calculated thermodynamic properties databases: NIST, ASM International, Thermo-Calc Software AB. \n\n---\n\n\u5982\u9700\u66f4\u8be6\u7ec6\u7684\u6570\u5b66\u63a8\u5bfc\u3001\u6a21\u62df\u6d41\u7a0b\u6216\u6570\u636e\u8bbf\u95ee\u65b9\u5f0f\uff0c\u53ef\u968f\u65f6\u8054\u7cfb\u56e2\u961f\u6210\u5458\u83b7\u53d6\u652f\u6301\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u521d\u6b65\u6784\u60f3\uff0c\u5305\u62ec\u5b9e\u9a8c\u65b9\u6cd5\u3001\u6d4b\u91cf\u53c2\u6570\u548c\u4eea\u5668\u9009\u62e9\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599" + ], + "Action_Result": "\u57fa\u4e8e\u73b0\u6709\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6587\u732e\u8d44\u6599\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u7684\u4e13\u4e1a\u89c6\u89d2\uff0c\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u6784\u60f3\uff0c\u65e8\u5728\u51c6\u786e\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5982\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\uff1a\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\u4e0e\u6d4b\u91cf\u53c2\u6570\n\n1. **\u76ee\u6807\u53c2\u6570** \n - \u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u7113\uff08H\uff09\u3001\u71b5\uff08S\uff09\u3001\u6bd4\u70ed\u5bb9\uff08\\( C_P \\)\u3001\\( C_V \\)\uff09 \n - \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b\uff08\u7528\u4e8e\u8ba1\u7b97\u81ea\u7531\u80fd\uff09 \n - \u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u5bc6\u5ea6\u53ca\u70ed\u5bfc\u7387\uff08\u8f85\u52a9\u53c2\u6570\uff09 \n\n2. **\u6d4b\u91cf\u53c2\u6570** \n - \u6e29\u5ea6\u8303\u56f4\uff1a\u9ad8\u4e8e\u7194\u70b9\u81f3\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\uff08\u4f8b\u5982\u7194\u70b9\u81f31500 K\uff0c\u5177\u4f53\u89c6\u91d1\u5c5e\u800c\u5b9a\uff09 \n - \u538b\u529b\u6761\u4ef6\uff1a\u5e38\u538b\u53ca\u53ef\u63a7\u9ad8\u538b\uff08\u90e8\u5206\u84b8\u6c14\u538b\u6d4b\u5b9a\u9700\u8981\uff09 \n - \u5408\u91d1\u6210\u5206\u53ca\u7eaf\u5ea6\u63a7\u5236 \n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u65b9\u6cd5\u9009\u62e9\n\n1. **\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09** \n - \u7528\u4e8e\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u7684\u7113\u53d8\u548c\u6bd4\u70ed\u5bb9 \n - \u9ad8\u6e29DSC\u8bbe\u5907\uff0c\u914d\u5907\u4fdd\u62a4\u6c14\u6c1b\uff08Ar\u6216He\uff09\u9632\u6b62\u6c27\u5316 \n - \u901a\u8fc7\u591a\u6b21\u5347\u964d\u6e29\u626b\u63cf\uff0c\u83b7\u5f97\u7113-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9 \n\n2. **\u84b8\u6c14\u538b\u6d4b\u5b9a\u6cd5** \n - \u5229\u7528\u9759\u6001\u6216\u52a8\u6001\u84b8\u6c14\u538b\u6d4b\u91cf\u88c5\u7f6e\uff0c\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u84b8\u6c14\u538b\uff0c\u63a8\u7b97\u6d3b\u5ea6\u7cfb\u6570\u548c\u81ea\u7531\u80fd \n - \u7ed3\u5408\u8d28\u8c31\u6216\u6c14\u76f8\u8272\u8c31\u6280\u672f\uff0c\u5206\u6790\u84b8\u6c14\u6210\u5206 \n - \u9700\u8981\u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\u53ca\u771f\u7a7a\u7cfb\u7edf \n\n3. **\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u6216\u70ed\u6269\u6563\u6cd5** \n - \u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u7ed3\u5408\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u70ed\u5bfc\u7387\u548c\u6bd4\u70ed\u5bb9 \n - \u53ef\u8f85\u52a9\u9a8c\u8bc1DSC\u6570\u636e \n\n4. **\u5bc6\u5ea6\u6d4b\u91cf\uff08\u5bb9\u5668\u6cd5\u6216\u7535\u78c1\u60ac\u6d6e\u6cd5\uff09** \n - \u9ad8\u6e29\u4e0b\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\u6d4b\u5b9a\uff0c\u8f85\u52a9\u8ba1\u7b97\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u4f53\u79ef\u76f8\u5173\u53c2\u6570 \n - \u7535\u78c1\u60ac\u6d6e\u6cd5\u53ef\u907f\u514d\u5bb9\u5668\u6c61\u67d3\uff0c\u9002\u5408\u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e \n\n5. **\u7535\u963b\u7387\u6d4b\u91cf** \n - \u901a\u8fc7\u7535\u963b\u7387\u6e29\u5ea6\u4f9d\u8d56\u6027\u95f4\u63a5\u63a8\u65ad\u7535\u5b50\u8d21\u732e\u7684\u70ed\u529b\u5b66\u53c2\u6570 \n\n---\n\n### \u4e09\u3001\u4eea\u5668\u8bbe\u5907\u5efa\u8bae\n\n| \u4eea\u5668\u540d\u79f0 | \u4e3b\u8981\u7528\u9014 | \u5173\u952e\u8981\u6c42 |\n|--------------------|------------------------------|----------------------------------|\n| \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09 | \u7113\u53d8\u3001\u6bd4\u70ed\u5bb9\u6d4b\u91cf | \u6e29\u5ea6\u8303\u56f4\u5bbd\uff08\u53ef\u8fbe1500 K\u4ee5\u4e0a\uff09\uff0c\u6c14\u6c1b\u63a7\u5236 |\n| \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | \u84b8\u6c14\u538b\u53ca\u6d3b\u5ea6\u6d4b\u5b9a | \u9ad8\u6e29\u5bc6\u5c01\u3001\u771f\u7a7a\u7cfb\u7edf\u3001\u6c14\u4f53\u5206\u6790\u8054\u7528 |\n| \u6fc0\u5149\u95ea\u5149\u70ed\u5bfc\u4eea\uff08LFA\uff09 | \u70ed\u6269\u6563\u7387\u53ca\u6bd4\u70ed\u5bb9\u8f85\u52a9\u6d4b\u91cf | \u9ad8\u6e29\u6d4b\u91cf\u80fd\u529b\uff0c\u5feb\u901f\u54cd\u5e94 |\n| \u7535\u78c1\u60ac\u6d6e\u7194\u4f53\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | \u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\u6d4b\u91cf | \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u9632\u6b62\u6c61\u67d3 |\n| \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | \u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\u6d4b\u91cf | \u9ad8\u6e29\u7a33\u5b9a\u6027\uff0c\u7cbe\u5bc6\u7535\u6781\u8bbe\u8ba1 |\n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u6d41\u7a0b\u7b80\u8ff0\n\n1. **\u6837\u54c1\u5236\u5907** \n - \u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u6216\u5408\u91d1\u5236\u5907\uff0c\u4e25\u683c\u63a7\u5236\u6210\u5206 \n - \u91c7\u7528\u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u786e\u4fdd\u5747\u5300\u6027 \n\n2. **\u6e29\u5ea6\u6821\u51c6\u4e0e\u6c14\u6c1b\u63a7\u5236** \n - \u4f7f\u7528\u6807\u51c6\u6750\u6599\u6821\u51c6\u6e29\u5ea6 \n - \u4fdd\u62a4\u6c14\u6c1b\u9632\u6b62\u6c27\u5316\u548c\u6325\u53d1 \n\n3. **\u591a\u65b9\u6cd5\u4ea4\u53c9\u6d4b\u91cf** \n - DSC\u6d4b\u91cf\u7113\u548c\u6bd4\u70ed\u5bb9 \n - \u84b8\u6c14\u538b\u6d4b\u5b9a\u6d3b\u5ea6\u53ca\u81ea\u7531\u80fd \n - \u6fc0\u5149\u95ea\u5149\u6cd5\u8f85\u52a9\u70ed\u6269\u6563\u7387\u548c\u6bd4\u70ed\u5bb9\u9a8c\u8bc1 \n - \u5bc6\u5ea6\u6d4b\u91cf\u7528\u4e8e\u4f53\u79ef\u76f8\u5173\u53c2\u6570\u8ba1\u7b97 \n\n4. **\u6570\u636e\u5904\u7406** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u516c\u5f0f\u8ba1\u7b97\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9 \n - \u5229\u7528\u84b8\u6c14\u538b\u6570\u636e\u53cd\u6f14\u81ea\u7531\u80fd\u548c\u6d3b\u5ea6\u7cfb\u6570 \n - \u8bef\u5dee\u5206\u6790\u4e0e\u6570\u636e\u8d28\u91cf\u63a7\u5236 \n\n---\n\n### \u4e94\u3001\u5b9e\u9a8c\u65b9\u6848\u4f18\u52bf\u4e0e\u9884\u671f\u6210\u679c\n\n- \u591a\u65b9\u6cd5\u4e92\u8865\uff0c\u6570\u636e\u53ef\u9760\u6027\u9ad8 \n- \u7ed3\u5408\u73b0\u4ee3\u9ad8\u6e29\u6d4b\u91cf\u6280\u672f\uff0c\u63d0\u5347\u6d4b\u91cf\u7cbe\u5ea6 \n- \u4e3a\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u63d0\u4f9b\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u652f\u6301 \n- \u5f62\u6210\u5b8c\u5584\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u57fa\u7840 \n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u5b9e\u9a8c\u6b65\u9aa4\u3001\u6837\u54c1\u5236\u5907\u7ec6\u8282\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u6216\u4e0e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u540c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u51fa\u53d1\uff0c\u63d0\u51fa\u5b9e\u9a8c\u65b9\u6848\u4e2d\u9700\u91cd\u70b9\u5173\u6ce8\u7684\u7406\u8bba\u53c2\u6570\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u786e\u4fdd\u5b9e\u9a8c\u8bbe\u8ba1\u7684\u7406\u8bba\u5408\u7406\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u521d\u6b65\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6d4b\u5b9a\uff0c\u63d0\u51fa\u4ee5\u4e0b\u7406\u8bba\u91cd\u70b9\u5173\u6ce8\u53c2\u6570\u53ca\u6d4b\u91cf\u6761\u4ef6\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u4e0e\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\uff1a\n\n---\n\n### \u4e00\u3001\u7406\u8bba\u91cd\u70b9\u5173\u6ce8\u53c2\u6570\n\n1. **\u81ea\u7531\u80fd\uff08\\( G \\)\uff09\u53ca\u5176\u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\u6027** \n - \u81ea\u7531\u80fd\u662f\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6838\u5fc3\uff0c\u5b9e\u9a8c\u8bbe\u8ba1\u9700\u786e\u4fdd\u80fd\u95f4\u63a5\u6216\u76f4\u63a5\u6d4b\u5b9a\u81ea\u7531\u80fd\u53d8\u5316\uff0c\u5e38\u901a\u8fc7\u84b8\u6c14\u538b\u6d4b\u5b9a\uff08\u5316\u5b66\u52bf\uff09\u5b9e\u73b0\u3002 \n - \u7406\u8bba\u4e0a\uff0c\u81ea\u7531\u80fd\u53ef\u62c6\u5206\u4e3a\u7406\u60f3\u6df7\u5408\u90e8\u5206\u4e0e\u8fc7\u5269\u81ea\u7531\u80fd\uff0c\u8fc7\u5269\u81ea\u7531\u80fd\u53cd\u6620\u975e\u7406\u60f3\u6027\uff0c\u5b9e\u9a8c\u9700\u8986\u76d6\u8db3\u591f\u6e29\u5ea6\u8303\u56f4\u548c\u6210\u5206\u53d8\u5316\uff0c\u6355\u6349\u975e\u7406\u60f3\u884c\u4e3a\u3002 \n\n2. **\u7113\uff08\\( H \\)\uff09\u4e0e\u71b5\uff08\\( S \\)\uff09\u7684\u6e29\u5ea6\u5bfc\u6570\u5173\u7cfb** \n - \u7113\u901a\u8fc7\u70ed\u91cf\u8f93\u5165\u6d4b\u91cf\uff08DSC\uff09\uff0c\u71b5\u53ef\u7531\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\uff0c\u5b9e\u9a8c\u6e29\u5ea6\u626b\u63cf\u9700\u7ec6\u81f4\uff0c\u4fdd\u8bc1\u7113-\u6e29\u5ea6\u66f2\u7ebf\u5e73\u6ed1\u4e14\u65e0\u7cfb\u7edf\u8bef\u5dee\u3002 \n - \u71b5\u5305\u542b\u632f\u52a8\u3001\u7535\u5b50\u53ca\u6df7\u5408\u71b5\u8d21\u732e\uff0c\u6d4b\u91cf\u6761\u4ef6\u5e94\u80fd\u53cd\u6620\u8fd9\u4e9b\u8d21\u732e\u7684\u6e29\u5ea6\u53d8\u5316\u7279\u5f81\u3002 \n\n3. **\u6bd4\u70ed\u5bb9\uff08\\( C_P \\)\u3001\\( C_V \\)\uff09\u7684\u51c6\u786e\u6d4b\u5b9a** \n - \u6bd4\u70ed\u5bb9\u662f\u7113\u5bf9\u6e29\u5ea6\u7684\u5bfc\u6570\uff0c\u7406\u8bba\u4e0a\u5b58\u5728\u5b9a\u538b\u4e0e\u5b9a\u5bb9\u4e4b\u5206\uff0c\u5b9e\u9a8c\u591a\u6d4b\u5b9a\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff0c\u9700\u7ed3\u5408\u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u8ba1\u7b97\u5b9a\u5bb9\u6bd4\u70ed\u5bb9\u3002 \n - \u6bd4\u70ed\u5bb9\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u5bf9\u6db2\u6001\u91d1\u5c5e\u7ed3\u6784\u53d8\u5316\u654f\u611f\uff0c\u9700\u9ad8\u5206\u8fa8\u7387\u6e29\u5ea6\u626b\u63cf\u53ca\u9ad8\u7cbe\u5ea6\u70ed\u6d41\u6d4b\u91cf\u3002 \n\n4. **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u84b8\u6c14\u538b\u7684\u5173\u7cfb** \n - \u6d3b\u5ea6\u7cfb\u6570\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u975e\u7406\u60f3\u6df7\u5408\u884c\u4e3a\uff0c\u84b8\u6c14\u538b\u6d4b\u5b9a\u9700\u4fdd\u8bc1\u9ad8\u6e29\u5bc6\u5c01\u548c\u51c6\u786e\u538b\u529b\u6d4b\u91cf\uff0c\u907f\u514d\u6325\u53d1\u635f\u5931\u548c\u6c61\u67d3\u3002 \n - \u7406\u8bba\u6a21\u578b\u4e2d\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u8fc7\u5269\u81ea\u7531\u80fd\u76f4\u63a5\u76f8\u5173\uff0c\u5b9e\u9a8c\u6570\u636e\u7528\u4e8e\u6821\u6b63\u7406\u8bba\u6a21\u578b\u53c2\u6570\u3002 \n\n5. **\u70ed\u81a8\u80c0\u7cfb\u6570\u4e0e\u5bc6\u5ea6\u53d8\u5316** \n - \u4f53\u79ef\u53d8\u5316\u5bf9\u7113\u3001\u71b5\u53ca\u81ea\u7531\u80fd\u6709\u663e\u8457\u5f71\u54cd\uff0c\u9700\u51c6\u786e\u6d4b\u91cf\u5bc6\u5ea6\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\uff0c\u7279\u522b\u662f\u5728\u9ad8\u6e29\u6db2\u6001\u533a\u95f4\u3002 \n - \u7406\u8bba\u8ba1\u7b97\u4e2d\u4f53\u79ef\u6548\u5e94\u901a\u8fc7\u914d\u5206\u51fd\u6570\u548c\u52bf\u51fd\u6570\u4f53\u73b0\uff0c\u5b9e\u9a8c\u6570\u636e\u6821\u9a8c\u6a21\u578b\u4f53\u79ef\u54cd\u5e94\u80fd\u529b\u3002 \n\n6. **\u7535\u5b50\u4e0e\u632f\u52a8\u81ea\u7531\u80fd\u8d21\u732e\u533a\u5206** \n - \u7535\u5b50\u81ea\u7531\u80fd\u5bf9\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u5f71\u54cd\u663e\u8457\uff0c\u7535\u963b\u7387\u6d4b\u91cf\u53ef\u8f85\u52a9\u63a8\u65ad\u7535\u5b50\u6001\u5bc6\u5ea6\u53ca\u5176\u6e29\u5ea6\u53d8\u5316\uff0c\u589e\u5f3a\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u57fa\u7840\u3002 \n - \u632f\u52a8\u81ea\u7531\u80fd\u4e3b\u8981\u901a\u8fc7\u6bd4\u70ed\u548c\u71b5\u4f53\u73b0\uff0c\u9700\u786e\u4fdd\u5b9e\u9a8c\u6e29\u5ea6\u8303\u56f4\u6db5\u76d6\u632f\u52a8\u6fc0\u53d1\u533a\u95f4\u3002 \n\n---\n\n### \u4e8c\u3001\u5173\u952e\u6d4b\u91cf\u6761\u4ef6\u5efa\u8bae\n\n1. **\u6e29\u5ea6\u63a7\u5236\u4e0e\u626b\u63cf\u901f\u7387** \n - \u6e29\u5ea6\u8303\u56f4\u5e94\u8986\u76d6\u4ece\u6db2\u6001\u8d77\u59cb\u6e29\u5ea6\uff08\u7194\u70b9\uff09\u81f3\u9ad8\u6e29\u7a33\u5b9a\u6db2\u6001\u533a\u95f4\uff08\u5982\u7194\u70b9\u81f31500 K\u6216\u66f4\u9ad8\uff09\uff0c\u786e\u4fdd\u6355\u83b7\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5168\u6e29\u5ea6\u4f9d\u8d56\u3002 \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u9700\u9002\u4e2d\uff0c\u907f\u514d\u70ed\u6ede\u540e\u548c\u975e\u5e73\u8861\u6548\u5e94\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861\u6001\u6d4b\u91cf\u3002 \n\n2. **\u538b\u529b\u63a7\u5236\u4e0e\u5bc6\u5c01\u6027** \n - \u84b8\u6c14\u538b\u6d4b\u5b9a\u9700\u4e25\u683c\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u6761\u4ef6\uff0c\u907f\u514d\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270\u3002 \n - \u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\u8bbe\u8ba1\u9700\u4fdd\u8bc1\u65e0\u6cc4\u6f0f\uff0c\u538b\u529b\u7a33\u5b9a\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6570\u636e\u7684\u51c6\u786e\u6027\u3002 \n\n3. **\u6837\u54c1\u7eaf\u5ea6\u4e0e\u5747\u5300\u6027** \n - \u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u53ca\u5747\u5300\u5408\u91d1\u6837\u54c1\uff0c\u907f\u514d\u6742\u8d28\u5f15\u5165\u7684\u70ed\u529b\u5b66\u5f02\u5e38\u3002 \n - \u5408\u91d1\u6210\u5206\u7cbe\u786e\u63a7\u5236\uff0c\u652f\u6301\u7406\u8bba\u6a21\u578b\u4e2d\u7ec4\u5143\u6d3b\u5ea6\u548c\u6df7\u5408\u884c\u4e3a\u7684\u51c6\u786e\u53cd\u6620\u3002 \n\n4. **\u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf** \n - \u5efa\u8bae\u7ed3\u5408\u5bc6\u5ea6\u3001\u70ed\u5bfc\u7387\u3001\u7535\u963b\u7387\u7b49\u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\uff0c\u8f85\u52a9\u5206\u79bb\u4e0d\u540c\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u63d0\u5347\u6570\u636e\u89e3\u91ca\u80fd\u529b\u3002 \n\n5. **\u6570\u636e\u91c7\u96c6\u4e0e\u8bef\u5dee\u63a7\u5236** \n - \u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u53ca\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u7684\u9ad8\u5206\u8fa8\u7387\u548c\u4f4e\u566a\u58f0\u3002 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\u53ca\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u8fdb\u884c\u7edf\u8ba1\u8bef\u5dee\u5206\u6790\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u53ef\u9760\u6027\u548c\u53ef\u91cd\u590d\u6027\u3002 \n\n---\n\n### \u4e09\u3001\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7ed3\u5408\u5efa\u8bae\n\n- \u5b9e\u9a8c\u6570\u636e\u5e94\u8986\u76d6\u6a21\u578b\u5173\u952e\u53c2\u6570\u7684\u654f\u611f\u533a\u95f4\uff0c\u4fbf\u4e8e\u901a\u8fc7CALPHAD\u7b49\u65b9\u6cd5\u8fdb\u884c\u53c2\u6570\u53cd\u6f14\u548c\u4f18\u5316\u3002 \n- \u6839\u636e\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0c\u7279\u522b\u662f\u914d\u5206\u51fd\u6570\u548c\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u8bbe\u8ba1\u5b9e\u9a8c\u4ee5\u9a8c\u8bc1\u7406\u8bba\u9884\u6d4b\u7684\u6e29\u5ea6\u548c\u6210\u5206\u4f9d\u8d56\u6027\u3002 \n- \u7ed3\u5408\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u632f\u52a8\u8c31\u7684\u7406\u8bba\u8ba1\u7b97\uff0c\u8bbe\u8ba1\u8f85\u52a9\u5b9e\u9a8c\uff08\u5982\u7535\u963b\u7387\u6d4b\u91cf\uff09\uff0c\u63d0\u5347\u5bf9\u81ea\u7531\u80fd\u5404\u8d21\u732e\u7684\u5206\u8fa8\u80fd\u529b\u3002 \n- \u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u53cd\u9988\uff0c\u6307\u5bfc\u52bf\u51fd\u6570\u53c2\u6570\u7684\u8c03\u6574\u548c\u6a21\u578b\u7684\u8fed\u4ee3\u4f18\u5316\uff0c\u786e\u4fdd\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u9ad8\u5ea6\u4e00\u81f4\u3002 \n\n---\n\n\u7efc\u4e0a\uff0c\u5b9e\u9a8c\u65b9\u6848\u9700\u91cd\u70b9\u5173\u6ce8\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\uff0c\u7113\u4e0e\u71b5\u7684\u51c6\u786e\u6d4b\u5b9a\uff0c\u6bd4\u70ed\u5bb9\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u91cf\uff0c\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u84b8\u6c14\u538b\u7684\u4e25\u683c\u63a7\u5236\uff0c\u4ee5\u53ca\u70ed\u81a8\u80c0\u548c\u7535\u5b50\u632f\u52a8\u81ea\u7531\u80fd\u7684\u5206\u79bb\u3002\u6d4b\u91cf\u6761\u4ef6\u5e94\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861\u3001\u6837\u54c1\u7eaf\u51c0\u3001\u73af\u5883\u7a33\u5b9a\u548c\u6570\u636e\u9ad8\u7cbe\u5ea6\uff0c\u6700\u7ec8\u5b9e\u73b0\u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7d27\u5bc6\u7ed3\u5408\u4e0e\u76f8\u4e92\u9a8c\u8bc1\u3002 \n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u7406\u8bba\u63a8\u5bfc\u7ec6\u8282\u53ca\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u53c2\u6570\u7684\u62df\u5408\u65b9\u6cd5\u652f\u6301\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u6570\u636e\u5904\u7406\u548c\u6a21\u62df\u9a8c\u8bc1\u7684\u5177\u4f53\u65b9\u6848\uff0c\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u7684\u5206\u6790\u4e0e\u89e3\u91ca\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u5df2\u6709\u6587\u732e\u8d44\u6599\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u65b9\u6848\u5efa\u8bae\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u9a8c\u8bc1\u7684\u5177\u4f53\u65b9\u6848\uff0c\u65e8\u5728\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u7684\u5206\u6790\u3001\u89e3\u91ca\u4e0e\u7406\u8bba\u6a21\u578b\u4f18\u5316\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n---\n\n## \u4e00\u3001\u6570\u636e\u5904\u7406\u65b9\u6848\n\n1. **\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\u4e0e\u8d28\u91cf\u63a7\u5236** \n - **\u6570\u636e\u6e05\u6d17**\uff1a\u5254\u9664\u660e\u663e\u5f02\u5e38\u503c\uff0c\u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u7bb1\u578b\u56fe\u3001Z-score\uff09\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u70b9\u3002 \n - **\u591a\u6b21\u6d4b\u91cf\u5e73\u5747\u4e0e\u7f6e\u4fe1\u533a\u95f4\u4f30\u8ba1**\uff1a\u5bf9\u91cd\u590d\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u53ca\u7f6e\u4fe1\u533a\u95f4\uff0c\u91cf\u5316\u5b9e\u9a8c\u4e0d\u786e\u5b9a\u5ea6\u3002 \n - **\u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1**\uff1a\u5229\u7528DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\u7b49\u591a\u79cd\u5b9e\u9a8c\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\uff0c\u786e\u4fdd\u53c2\u6570\u4e00\u81f4\u6027\u3002 \n - **\u8bef\u5dee\u4f20\u64ad\u5206\u6790**\uff1a\u7ed3\u5408\u6d4b\u91cf\u8bef\u5dee\uff0c\u5229\u7528\u8bef\u5dee\u4f20\u64ad\u516c\u5f0f\u8ba1\u7b97\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u63a8\u5bfc\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6\u3002 \n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u53cd\u6f14\u4e0e\u62df\u5408** \n - **\u81ea\u7531\u80fd\u53ca\u8fc7\u5269\u81ea\u7531\u80fd\u62df\u5408**\uff1a\u5229\u7528\u84b8\u6c14\u538b\u6570\u636e\u53cd\u6f14\u6d3b\u5ea6\u7cfb\u6570\uff0c\u7ed3\u5408Redlich-Kister\u591a\u9879\u5f0f\u5bf9\u8fc7\u5269\u81ea\u7531\u80fd\u8fdb\u884c\u53c2\u6570\u62df\u5408\u3002 \n - **\u7113\u4e0e\u6bd4\u70ed\u5bb9\u66f2\u7ebf\u62df\u5408**\uff1a\u91c7\u7528\u591a\u9879\u5f0f\u6216\u6837\u6761\u51fd\u6570\u62df\u5408\u7113-\u6e29\u5ea6\u6570\u636e\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u7684\u6e29\u5ea6\u5bfc\u6570\uff0c\u4fdd\u8bc1\u66f2\u7ebf\u5149\u6ed1\u4e14\u7269\u7406\u5408\u7406\u3002 \n - **\u71b5\u8ba1\u7b97**\uff1a\u901a\u8fc7\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\u71b5\uff0c\u91c7\u7528\u6570\u503c\u5fae\u5206\u65b9\u6cd5\uff0c\u6ce8\u610f\u6e29\u5ea6\u5206\u8fa8\u7387\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n\n3. **\u6570\u636e\u683c\u5f0f\u4e0e\u6570\u636e\u5e93\u7ba1\u7406** \n - \u7edf\u4e00\u6570\u636e\u683c\u5f0f\uff08\u5982JSON/XML\uff09\uff0c\u5305\u542b\u6d4b\u91cf\u6761\u4ef6\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u578b\u53f7\u7b49\u5143\u6570\u636e\uff0c\u65b9\u4fbf\u540e\u7eed\u6a21\u62df\u8c03\u7528\u548c\u5171\u4eab\u3002 \n - \u5efa\u7acb\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u4e0e\u6570\u636e\u8ffd\u8e2a\uff0c\u4fbf\u4e8e\u8de8\u5b66\u79d1\u534f\u4f5c\u548c\u6a21\u578b\u8fed\u4ee3\u3002 \n\n---\n\n## \u4e8c\u3001\u6570\u503c\u6a21\u62df\u4e0e\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u8f85\u52a9\u9a8c\u8bc1** \n - \u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u57fa\u6001\u80fd\u91cf\u3001\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n - \u901a\u8fc7\u6709\u9650\u6e29\u5ea6DFT\uff08\u5982DFT+\u5206\u5b50\u52a8\u529b\u5b66\uff09\u83b7\u5f97\u9ad8\u6e29\u7ed3\u6784\u4fe1\u606f\uff0c\u9a8c\u8bc1\u5b9e\u9a8c\u6e29\u5ea6\u533a\u95f4\u5185\u7684\u5c40\u90e8\u7ed3\u6784\u548c\u80fd\u91cf\u8d8b\u52bf\u3002 \n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09** \n - \u5229\u7528EAM\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\uff0c\u8fdb\u884c\u9ad8\u6e29\u6db2\u6001\u91d1\u5c5eMD\u6a21\u62df\uff0c\u83b7\u5f97\u7113\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u5e73\u5747\u503c\u3002 \n - \u957f\u65f6\u95f4\u5e73\u8861\u6a21\u62df\uff0c\u7ed3\u5408\u80fd\u91cf\u4e0e\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff08\\( C_V \\)\uff09\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6d4b\u91cf\u7684\u5b9a\u538b\u6bd4\u70ed\u5bb9\u3002 \n - \u591a\u6210\u5206\u5408\u91d1\u6a21\u62df\uff0c\u63a2\u7a76\u975e\u7406\u60f3\u6df7\u5408\u884c\u4e3a\uff0c\u9a8c\u8bc1\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u6a21\u578b\u3002 \n\n3. **\u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0e\u70ed\u529b\u79ef\u5206\u6cd5** \n - \u91c7\u7528MC\u65b9\u6cd5\u7ed3\u5408\u70ed\u529b\u79ef\u5206\uff0c\u8ba1\u7b97\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\uff0c\u7279\u522b\u7528\u4e8e\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\u7cbe\u786e\u8ba1\u7b97\u3002 \n - \u4e0e\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u5bf9\u6bd4\uff0c\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u3002 \n\n4. **\u591a\u5c3a\u5ea6\u6a21\u578b\u6574\u5408\u4e0eCALPHAD\u4f18\u5316** \n - \u5c06\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\u4f5c\u4e3aCALPHAD\u6a21\u578b\u7684\u8f93\u5165\uff0c\u8fdb\u884c\u8054\u5408\u62df\u5408\u548c\u53c2\u6570\u4f18\u5316\u3002 \n - \u5229\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u9057\u4f20\u7b97\u6cd5\u81ea\u52a8\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u5b9a\u91cf\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\u53ca\u6a21\u578b\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u8fed\u4ee3\u66f4\u65b0\u6a21\u578b\uff0c\u7ed3\u5408\u65b0\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u5b9e\u73b0\u6a21\u578b\u7684\u52a8\u6001\u5b8c\u5584\u3002 \n\n5. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u654f\u611f\u6027\u8bc4\u4f30** \n - \u5229\u7528\u8499\u7279\u5361\u6d1b\u91c7\u6837\u6216Sobol\u7075\u654f\u5ea6\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd\u3002 \n - \u8bc4\u4f30\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u548c\u6a21\u62df\u6a21\u578b\u5047\u8bbe\u5bf9\u6700\u7ec8\u53c2\u6570\u7684\u8d21\u732e\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb\u3002 \n\n---\n\n## \u4e09\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u4e2d\u7684\u6a21\u62df\u8f85\u52a9\u5e94\u7528\n\n1. **\u5b9e\u9a8c\u6761\u4ef6\u4f18\u5316** \n - \u901a\u8fc7\u6a21\u62df\u9884\u6d4b\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u3001\u6210\u5206\u6761\u4ef6\u4e0b\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\uff0c\u6307\u5bfc\u5b9e\u9a8c\u6e29\u5ea6\u626b\u63cf\u8303\u56f4\u548c\u538b\u529b\u63a7\u5236\u3002 \n - \u6a21\u62df\u8f85\u52a9\u8bbe\u8ba1\u6837\u54c1\u6210\u5206\uff0c\u91cd\u70b9\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4\uff0c\u63d0\u9ad8\u5b9e\u9a8c\u6570\u636e\u7684\u6a21\u578b\u7ea6\u675f\u529b\u3002 \n\n2. **\u6570\u636e\u89e3\u91ca\u4e0e\u5f02\u5e38\u5206\u6790** \n - \u6a21\u62df\u7ed3\u679c\u4f5c\u4e3a\u53c2\u8003\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u4e2d\u51fa\u73b0\u7684\u5f02\u5e38\u6570\u636e\u6216\u975e\u7406\u60f3\u884c\u4e3a\uff0c\u8fa8\u522b\u7269\u7406\u539f\u56e0\u6216\u5b9e\u9a8c\u8bef\u5dee\u3002 \n - \u7ed3\u5408\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u632f\u52a8\u8c31\u6a21\u62df\uff0c\u5206\u79bb\u81ea\u7531\u80fd\u4e2d\u7535\u5b50\u548c\u632f\u52a8\u8d21\u732e\uff0c\u63d0\u5347\u6570\u636e\u7269\u7406\u89e3\u91ca\u6df1\u5ea6\u3002 \n\n3. **\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u4f18\u5316** \n - \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u6bd4\u5bf9\u7ed3\u679c\uff0c\u8c03\u6574\u5b9e\u9a8c\u65b9\u6848\uff08\u5982\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u3001\u6d4b\u91cf\u65b9\u6cd5\u7ec4\u5408\uff09\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u8986\u76d6\u9762\u3002 \n - \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u53cd\u9988\uff0c\u4fc3\u8fdb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u5b9a\u548c\u6a21\u578b\u5b8c\u5584\u3002 \n\n---\n\n## \u56db\u3001\u603b\u7ed3\n\n\u672c\u65b9\u6848\u901a\u8fc7\u7cfb\u7edf\u7684\u6570\u636e\u5904\u7406\u6d41\u7a0b\u548c\u591a\u5c42\u6b21\u6570\u503c\u6a21\u62df\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002\u7ed3\u5408DFT\u3001MD\u3001MC\u7b49\u8ba1\u7b97\u65b9\u6cd5\u4e0eCALPHAD\u6a21\u578b\u4f18\u5316\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\u4e0e\u52a8\u6001\u8fed\u4ee3\uff0c\u6700\u7ec8\u5f62\u6210\u9ad8\u8d28\u91cf\u3001\u53ef\u91cd\u590d\u3001\u53ef\u9884\u6d4b\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u63a8\u52a8\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u8ba1\u7b97\u6d41\u7a0b\u3001\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u53ca\u811a\u672c\u6a21\u677f\uff0c\u652f\u6301\u5b9e\u9a8c\u56e2\u961f\u7684\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u9a8c\u8bc1\u5de5\u4f5c\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5b9e\u9a8c\u5b9e\u65bd\u96be\u5ea6\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u7a7a\u95f4\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u7406\u8bba\u4e0e\u6a21\u62df\u7ed3\u5408\u7d27\u5bc6\uff0c\u80fd\u6709\u6548\u652f\u6491\u5b9e\u9a8c\u8bbe\u8ba1\u3002\u4f46\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u65bd\u89d2\u5ea6\uff0c\u5efa\u8bae\u5173\u6ce8\u4ee5\u4e0b\u4e24\u70b9\uff1a\n\n1. **\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u7684\u6280\u672f\u96be\u5ea6\u8f83\u5927**\uff0c\u6d89\u53ca\u9ad8\u6e29\u771f\u7a7a\u5bc6\u5c01\u548c\u6c14\u4f53\u6210\u5206\u5206\u6790\uff0c\u5b9e\u9a8c\u8bbe\u5907\u8981\u6c42\u9ad8\u4e14\u6613\u53d7\u6742\u8d28\u5f71\u54cd\uff0c\u5efa\u8bae\u9884\u7559\u5145\u5206\u65f6\u95f4\u8fdb\u884c\u8bbe\u5907\u8c03\u8bd5\u53ca\u6c14\u6c1b\u63a7\u5236\u4f18\u5316\uff0c\u5fc5\u8981\u65f6\u8003\u8651\u5f15\u5165\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u6280\u672f\u63d0\u5347\u6570\u636e\u53ef\u9760\u6027\u3002\n\n2. **\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u4e0e\u6570\u636e\u878d\u5408\u590d\u6742**\uff0c\u5c24\u5176\u662f\u9ad8\u6e29\u7535\u963b\u7387\u4e0e\u70ed\u6269\u6563\u7b49\u8f85\u52a9\u53c2\u6570\u7684\u540c\u6b65\u91c7\u96c6\uff0c\u5b9e\u9a8c\u64cd\u4f5c\u548c\u6570\u636e\u5904\u7406\u6d41\u7a0b\u9700\u9ad8\u5ea6\u534f\u8c03\uff0c\u5efa\u8bae\u63d0\u524d\u5236\u5b9a\u8be6\u7ec6\u5b9e\u9a8c\u6d41\u7a0b\u548c\u6570\u636e\u63a5\u53e3\u6807\u51c6\uff0c\u786e\u4fdd\u591a\u6e90\u6570\u636e\u7684\u65f6\u95f4\u548c\u7a7a\u95f4\u4e00\u81f4\u6027\uff0c\u907f\u514d\u56e0\u5b9e\u9a8c\u6761\u4ef6\u5207\u6362\u5bfc\u81f4\u6570\u636e\u8bef\u5dee\u3002\n\n\u603b\u4f53\u4e0a\uff0c\u65b9\u6848\u5177\u5907\u8f83\u9ad8\u53ef\u884c\u6027\uff0c\u82e5\u80fd\u9488\u5bf9\u4e0a\u8ff0\u5173\u952e\u96be\u70b9\u52a0\u5f3a\u51c6\u5907\uff0c\u5c06\u663e\u8457\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u8d28\u91cf\u548c\u7406\u8bba\u6a21\u578b\u7684\u5339\u914d\u5ea6\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u53c2\u6570\u7684\u9009\u53d6\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u63d0\u5347\u5b9e\u9a8c\u65b9\u6848\u7684\u79d1\u5b66\u6027\u4e0e\u5b9e\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u5bf9\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u6280\u672f\u96be\u5ea6\u53ca\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u590d\u6742\u6027\u7684\u53cd\u9988\uff0c\u6211\u5c06\u5bf9\u7406\u8bba\u53c2\u6570\u7684\u9009\u53d6\u548c\u6d4b\u91cf\u6761\u4ef6\u8fdb\u884c\u4f18\u5316\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u5728\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u4e0a\u7684\u63d0\u5347\uff0c\u5177\u4f53\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n- \u9488\u5bf9\u84b8\u6c14\u538b\u6d4b\u5b9a\uff0c\u5f3a\u8c03\u8bbe\u5907\u8c03\u8bd5\u548c\u6c14\u6c1b\u63a7\u5236\u7684\u9884\u7559\u65f6\u95f4\uff0c\u63a8\u8350\u5f15\u5165\u5148\u8fdb\u7684\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u6280\u672f\uff0c\u51cf\u5c11\u6742\u8d28\u5e72\u6270\uff0c\u63d0\u5347\u6570\u636e\u53ef\u9760\u6027\u3002\n- \u9488\u5bf9\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\uff0c\u5efa\u8bae\u5236\u5b9a\u8be6\u7ec6\u7684\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u6570\u636e\u63a5\u53e3\u6807\u51c6\uff0c\u786e\u4fdd\u4e0d\u540c\u6d4b\u91cf\u8bbe\u5907\u95f4\u65f6\u95f4\u548c\u7a7a\u95f4\u4e0a\u7684\u6570\u636e\u4e00\u81f4\u6027\uff0c\u964d\u4f4e\u56e0\u5207\u6362\u5f15\u8d77\u7684\u8bef\u5dee\u3002\n- \u4f18\u5316\u7406\u8bba\u53c2\u6570\u7684\u91cd\u70b9\u9009\u53d6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u96be\u70b9\u8c03\u6574\u6d4b\u91cf\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u548c\u538b\u529b\u63a7\u5236\u7b56\u7565\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861\u548c\u6570\u636e\u7684\u9ad8\u7cbe\u5ea6\u3002\n- \u5f3a\u5316\u5bf9\u7535\u5b50\u548c\u632f\u52a8\u81ea\u7531\u80fd\u8d21\u732e\u7684\u8f85\u52a9\u6d4b\u91cf\u8bbe\u8ba1\uff0c\u63d0\u5347\u5bf9\u81ea\u7531\u80fd\u5404\u90e8\u5206\u7684\u5206\u8fa8\u80fd\u529b\u3002\n- \u660e\u786e\u6570\u636e\u5904\u7406\u65f6\u7684\u8bef\u5dee\u63a7\u5236\u548c\u591a\u6e90\u6570\u636e\u878d\u5408\u7b56\u7565\uff0c\u4fdd\u969c\u7406\u8bba\u6a21\u578b\u53c2\u6570\u53cd\u6f14\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u6027\u3002\n\n\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u7406\u8bba\u53c2\u6570\u9009\u53d6\u4e0e\u6d4b\u91cf\u6761\u4ef6\u65b9\u6848\u3002\n\n## Improved version of \u7406\u8bba\u53c2\u6570\u9009\u53d6\u4e0e\u6d4b\u91cf\u6761\u4ef6\u4f18\u5316\u65b9\u6848\n```markdown\n\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u4e0e\u6a21\u62df\u5efa\u8bae\uff0c\u4f18\u5316\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u4e2d\u7684\u7406\u8bba\u53c2\u6570\u9009\u53d6\u4e0e\u6d4b\u91cf\u6761\u4ef6\uff0c\u63d0\u5347\u5b9e\u9a8c\u65b9\u6848\u7684\u79d1\u5b66\u6027\u4e0e\u5b9e\u7528\u6027\u3002\n\n---\n\n### \u4e00\u3001\u4f18\u5316\u540e\u7684\u7406\u8bba\u91cd\u70b9\u5173\u6ce8\u53c2\u6570\n\n1. **\u81ea\u7531\u80fd\uff08\\( G \\)\uff09\u53ca\u5176\u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\u6027** \n - \u7ee7\u7eed\u5c06\u81ea\u7531\u80fd\u4f5c\u4e3a\u6838\u5fc3\u53c2\u6570\uff0c\u5f3a\u8c03\u901a\u8fc7\u84b8\u6c14\u538b\u6d4b\u5b9a\u95f4\u63a5\u83b7\u5f97\u5316\u5b66\u52bf\u3002 \n - \u9488\u5bf9\u84b8\u6c14\u538b\u6d4b\u5b9a\u6280\u672f\u96be\u70b9\uff0c\u5efa\u8bae\u4f7f\u7528\u539f\u4f4d\u6c14\u76f8\u8d28\u8c31\u6216\u6c14\u76f8\u8272\u8c31\u8054\u7528\u6280\u672f\uff0c\u5b9e\u73b0\u9ad8\u6e29\u5bc6\u5c01\u73af\u5883\u4e0b\u6c14\u4f53\u6210\u5206\u7684\u5b9e\u65f6\u76d1\u6d4b\uff0c\u51cf\u5c11\u6742\u8d28\u5e72\u6270\u3002 \n - \u8bbe\u8ba1\u6e29\u5ea6\u626b\u63cf\u8986\u76d6\u7194\u70b9\u81f3\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\uff0c\u786e\u4fdd\u6355\u6349\u8fc7\u5269\u81ea\u7531\u80fd\u7684\u975e\u7406\u60f3\u884c\u4e3a\uff0c\u4e14\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u9002\u4e2d\uff0c\u907f\u514d\u70ed\u6ede\u540e\u548c\u975e\u5e73\u8861\u6548\u5e94\u3002 \n\n2. **\u7113\uff08\\( H \\)\uff09\u4e0e\u71b5\uff08\\( S \\)\uff09\u7684\u6e29\u5ea6\u5bfc\u6570\u5173\u7cfb** \n - \u901a\u8fc7\u9ad8\u6e29DSC\u6d4b\u91cf\u7113\u53d8\uff0c\u786e\u4fdd\u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u83b7\u5f97\u5e73\u6ed1\u4e14\u65e0\u7cfb\u7edf\u8bef\u5dee\u7684\u7113-\u6e29\u5ea6\u66f2\u7ebf\u3002 \n - \u71b5\u7531\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\uff0c\u5efa\u8bae\u6e29\u5ea6\u5206\u8fa8\u7387\u7ec6\u5316\uff0c\u7279\u522b\u5728\u76f8\u53d8\u6216\u7ed3\u6784\u53d8\u5316\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\u3002 \n - \u8bbe\u8ba1\u540c\u6b65\u6d4b\u91cf\u65b9\u6848\uff0c\u7ed3\u5408\u7535\u963b\u7387\u548c\u70ed\u6269\u6563\u7387\u6570\u636e\u8f85\u52a9\u533a\u5206\u7535\u5b50\u548c\u632f\u52a8\u71b5\u8d21\u732e\u3002 \n\n3. **\u6bd4\u70ed\u5bb9\uff08\\( C_P \\)\u3001\\( C_V \\)\uff09\u7684\u51c6\u786e\u6d4b\u5b9a** \n - \u4e3b\u8981\u901a\u8fc7DSC\u6d4b\u5b9a\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff0c\u7ed3\u5408\u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf\u6570\u636e\u63a8\u7b97\u5b9a\u5bb9\u6bd4\u70ed\u5bb9\u3002 \n - \u5efa\u8bae\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u8f85\u52a9\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u63d0\u5347\u6bd4\u70ed\u5bb9\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e92\u8bc1\u80fd\u529b\u3002 \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u5728\u5408\u7406\u8303\u56f4\uff0c\u907f\u514d\u56e0\u5feb\u901f\u52a0\u70ed\u5f15\u8d77\u7684\u70ed\u6ede\u540e\u3002 \n\n4. **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u84b8\u6c14\u538b\u7684\u5173\u7cfb** \n - \u84b8\u6c14\u538b\u6d4b\u5b9a\u91c7\u7528\u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u9884\u7559\u5145\u5206\u8bbe\u5907\u8c03\u8bd5\u65f6\u95f4\uff0c\u786e\u4fdd\u6c14\u6c1b\u7a33\u5b9a\u548c\u65e0\u6cc4\u6f0f\u3002 \n - \u5f15\u5165\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u6280\u672f\uff0c\u5b9e\u65f6\u76d1\u63a7\u84b8\u6c14\u6210\u5206\uff0c\u63d0\u5347\u6d3b\u5ea6\u7cfb\u6570\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - \u8bbe\u8ba1\u591a\u70b9\u538b\u529b\u6d4b\u91cf\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n5. **\u70ed\u81a8\u80c0\u7cfb\u6570\u4e0e\u5bc6\u5ea6\u53d8\u5316** \n - \u4f18\u5148\u91c7\u7528\u7535\u78c1\u60ac\u6d6e\u6cd5\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\uff0c\u907f\u514d\u5bb9\u5668\u6c61\u67d3\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u91cd\u590d\u6027\u3002 \n - \u5bc6\u5ea6\u6d4b\u91cf\u4e0e\u6e29\u5ea6\u540c\u6b65\uff0c\u786e\u4fdd\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u7cbe\u786e\u8ba1\u7b97\u3002 \n\n6. **\u7535\u5b50\u4e0e\u632f\u52a8\u81ea\u7531\u80fd\u8d21\u732e\u533a\u5206** \n - \u7ed3\u5408\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u91cf\uff0c\u8f85\u52a9\u63a8\u65ad\u7535\u5b50\u6001\u5bc6\u5ea6\u53ca\u5176\u6e29\u5ea6\u53d8\u5316\u3002 \n - \u901a\u8fc7\u6bd4\u70ed\u5bb9\u548c\u71b5\u6570\u636e\u5206\u6790\u632f\u52a8\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u8bbe\u8ba1\u5b9e\u9a8c\u65f6\u786e\u4fdd\u6e29\u5ea6\u8303\u56f4\u6db5\u76d6\u632f\u52a8\u6fc0\u53d1\u533a\u95f4\u3002 \n - \u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\u65b9\u6848\u9700\u5236\u5b9a\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b\uff0c\u907f\u514d\u8bbe\u5907\u5207\u6362\u5bfc\u81f4\u6570\u636e\u65f6\u95f4\u548c\u7a7a\u95f4\u4e0d\u4e00\u81f4\u3002 \n\n---\n\n### \u4e8c\u3001\u4f18\u5316\u540e\u7684\u5173\u952e\u6d4b\u91cf\u6761\u4ef6\n\n1. **\u6e29\u5ea6\u63a7\u5236\u4e0e\u626b\u63cf\u901f\u7387** \n - \u6e29\u5ea6\u8303\u56f4\u5efa\u8bae\u8986\u76d6\u7194\u70b9\u81f31500 K\u6216\u66f4\u9ad8\uff0c\u5177\u4f53\u6839\u636e\u91d1\u5c5e\u79cd\u7c7b\u8c03\u6574\u3002 \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u57281\u20135 K/min\u8303\u56f4\uff0c\u907f\u514d\u70ed\u6ede\u540e\u548c\u975e\u5e73\u8861\u6548\u5e94\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u5e73\u8861\u3002 \n - \u5728\u5173\u952e\u6e29\u5ea6\u533a\u95f4\uff08\u5982\u76f8\u53d8\u70b9\u3001\u7ed3\u6784\u53d8\u5316\u533a\u95f4\uff09\u52a0\u5bc6\u6d4b\u70b9\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u8fa8\u7387\u3002 \n\n2. **\u538b\u529b\u63a7\u5236\u4e0e\u5bc6\u5c01\u6027** \n - \u84b8\u6c14\u538b\u6d4b\u5b9a\u91c7\u7528\u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u8bbe\u8ba1\u591a\u7ea7\u5bc6\u5c01\u7ed3\u6784\uff0c\u4fdd\u8bc1\u65e0\u6cc4\u6f0f\u3002 \n - \u9884\u7559\u5145\u8db3\u65f6\u95f4\u8fdb\u884c\u8bbe\u5907\u8c03\u8bd5\u548c\u6c14\u6c1b\u4f18\u5316\uff0c\u786e\u4fdd\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\u7a33\u5b9a\u3002 \n - \u914d\u5907\u5b9e\u65f6\u6c14\u6c1b\u76d1\u6d4b\u7cfb\u7edf\uff0c\u9632\u6b62\u6742\u8d28\u548c\u6c27\u5316\u3002 \n\n3. **\u6837\u54c1\u7eaf\u5ea6\u4e0e\u5747\u5300\u6027** \n - \u91c7\u7528\u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u548c\u5747\u5300\u5408\u91d1\u6837\u54c1\uff0c\u4e25\u683c\u63a7\u5236\u6210\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\u3002 \n - \u6837\u54c1\u5236\u5907\u91c7\u7528\u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\uff0c\u786e\u4fdd\u6210\u5206\u5747\u5300\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027\u3002 \n\n4. **\u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf\u4e0e\u6570\u636e\u63a5\u53e3\u6807\u51c6** \n - \u5236\u5b9a\u8be6\u7ec6\u7684\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u6807\u51c6\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\u3001\u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u548c\u7535\u963b\u7387\u6d4b\u8bd5\u7684\u540c\u6b65\u6027\u548c\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u6027\u3002 \n - \u7edf\u4e00\u65f6\u95f4\u57fa\u51c6\u548c\u6570\u636e\u683c\u5f0f\uff0c\u4fbf\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u548c\u540e\u7eed\u5904\u7406\u3002 \n - \u9884\u8bbe\u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u6d41\u7a0b\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u7ea0\u6b63\u6570\u636e\u5f02\u5e38\u3002 \n\n5. **\u6570\u636e\u91c7\u96c6\u4e0e\u8bef\u5dee\u63a7\u5236** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u7684\u9ad8\u5206\u8fa8\u7387\u548c\u4f4e\u566a\u58f0\u3002 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u5206\u6790\u8bef\u5dee\uff0c\u4f30\u8ba1\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u5b9a\u91cf\u8bc4\u4f30\u63a8\u5bfc\u53c2\u6570\uff08\u5982\u71b5\u3001\u6bd4\u70ed\u5bb9\uff09\u7684\u4e0d\u786e\u5b9a\u5ea6\u3002 \n\n---\n\n### \u4e09\u3001\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7ed3\u5408\u7684\u52a8\u6001\u53cd\u9988\u673a\u5236\n\n- \u5b9e\u9a8c\u8bbe\u8ba1\u8986\u76d6\u7406\u8bba\u6a21\u578b\u5173\u952e\u53c2\u6570\u654f\u611f\u533a\u95f4\uff0c\u4fbf\u4e8e\u901a\u8fc7CALPHAD\u7b49\u65b9\u6cd5\u8fdb\u884c\u53c2\u6570\u53cd\u6f14\u548c\u4f18\u5316\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u5b9e\u65f6\u53cd\u9988\u81f3\u8ba1\u7b97\u6a21\u62df\u56e2\u961f\uff0c\u8f85\u52a9\u52bf\u51fd\u6570\u53c2\u6570\u8c03\u6574\u548c\u6a21\u578b\u8fed\u4ee3\u3002 \n- \u901a\u8fc7\u6a21\u62df\u9884\u6d4b\u6307\u5bfc\u5b9e\u9a8c\u6761\u4ef6\u4f18\u5316\uff0c\u5f62\u6210\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u53cd\u9988\u3002 \n- \u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u878d\u5408\u591a\u6e90\u6570\u636e\uff0c\u6301\u7eed\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u548c\u5b9e\u9a8c\u65b9\u6848\u5408\u7406\u6027\u3002 \n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u9488\u5bf9\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u7684\u6280\u672f\u96be\u70b9\u548c\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u7684\u590d\u6742\u6027\uff0c\u63d0\u51fa\u4e86\u5177\u4f53\u7684\u6280\u672f\u63aa\u65bd\u548c\u64cd\u4f5c\u89c4\u8303\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u79d1\u5b66\u4e25\u8c28\u4e0e\u64cd\u4f5c\u53ef\u884c\u3002\u901a\u8fc7\u7ec6\u5316\u6e29\u5ea6\u626b\u63cf\u3001\u4e25\u683c\u538b\u529b\u5bc6\u5c01\u3001\u540c\u6b65\u591a\u53c2\u6570\u6d4b\u91cf\u548c\u6570\u636e\u63a5\u53e3\u6807\u51c6\u5316\uff0c\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u8d28\u91cf\u548c\u4e00\u81f4\u6027\uff0c\u4e3a\u7406\u8bba\u6a21\u578b\u63d0\u4f9b\u575a\u5b9e\u7684\u5b9e\u9a8c\u57fa\u7840\uff0c\u4fc3\u8fdb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u5b9a\u548c\u7406\u8bba\u6a21\u62df\u7684\u6709\u6548\u7ed3\u5408\u3002\n```\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u5b9e\u9a8c\u64cd\u4f5c\u7ec6\u8282\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\u7684\u4f18\u5316\u65b9\u6848\u652f\u6301\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6539\u8fdb\u540e\u7684\u7406\u8bba\u65b9\u6848\uff0c\u5b8c\u5584\u6570\u636e\u6a21\u62df\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\u548c\u9ad8\u6548\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u7406\u8bba\u53c2\u6570\u9009\u53d6\u4e0e\u6d4b\u91cf\u6761\u4ef6\u65b9\u6848\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u6570\u636e\u6a21\u62df\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u4e2d\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\u3001\u9ad8\u6548\u6027\u548c\u591a\u6e90\u6570\u636e\u878d\u5408\u7684\u79d1\u5b66\u5408\u7406\u6027\u3002\u4ee5\u4e0b\u4e3a\u5b8c\u5584\u540e\u7684\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u5206\u6790\u65b9\u6848\u3002\n\n## Improved version of \u6570\u636e\u6a21\u62df\u4e0e\u5206\u6790\u6d41\u7a0b\u65b9\u6848\n```markdown\n\u57fa\u4e8e\u4f18\u5316\u540e\u7684\u7406\u8bba\u53c2\u6570\u9009\u53d6\u4e0e\u6d4b\u91cf\u6761\u4ef6\u65b9\u6848\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u7ecf\u9a8c\uff0c\u63d0\u51fa\u5b8c\u5584\u7684\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u5206\u6790\u6d41\u7a0b\uff0c\u4fdd\u969c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u6570\u636e\u7684\u9ad8\u8d28\u91cf\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u7cbe\u786e\u62df\u5408\u3002\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\u4e0e\u8d28\u91cf\u63a7\u5236\n\n1. **\u6570\u636e\u6e05\u6d17\u4e0e\u5f02\u5e38\u8bc6\u522b** \n - \u5229\u7528\u7edf\u8ba1\u65b9\u6cd5\uff08\u7bb1\u578b\u56fe\u3001Z-score\u7b49\uff09\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u70b9\uff0c\u7ed3\u5408\u4e13\u5bb6\u7ecf\u9a8c\u8fdb\u884c\u4eba\u5de5\u590d\u6838\u3002 \n - \u5bf9\u4e8e\u591a\u6b21\u6d4b\u91cf\u6570\u636e\uff0c\u5254\u9664\u660e\u663e\u504f\u79bb\u8d8b\u52bf\u7684\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u96c6\u7684\u6574\u4f53\u4e00\u81f4\u6027\u3002 \n\n2. **\u91cd\u590d\u6d4b\u91cf\u6570\u636e\u5904\u7406** \n - \u5bf9\u540c\u4e00\u5b9e\u9a8c\u6761\u4ef6\u4e0b\u7684\u591a\u6b21\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4\uff0c\u5b9a\u91cf\u53cd\u6620\u6d4b\u91cf\u4e0d\u786e\u5b9a\u6027\u3002 \n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u878d\u5408\u591a\u6b21\u6d4b\u91cf\u7ed3\u679c\uff0c\u63d0\u5347\u53c2\u6570\u4f30\u8ba1\u7684\u7a33\u5065\u6027\u3002 \n\n3. **\u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1** \n - \u5229\u7528DSC\u3001\u84b8\u6c14\u538b\u6d4b\u5b9a\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\u3001\u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u53ca\u7535\u963b\u7387\u6d4b\u8bd5\u7b49\u591a\u79cd\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u53c2\u6570\u95f4\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u8bbe\u8ba1\u6570\u636e\u4e00\u81f4\u6027\u68c0\u9a8c\u7b97\u6cd5\uff0c\u81ea\u52a8\u68c0\u6d4b\u4e0d\u540c\u6d4b\u91cf\u65b9\u6cd5\u95f4\u7684\u504f\u5dee\uff0c\u53ca\u65f6\u53cd\u9988\u5b9e\u9a8c\u8c03\u6574\u3002 \n\n4. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30** \n - \u6839\u636e\u6d4b\u91cf\u4eea\u5668\u7cbe\u5ea6\u548c\u64cd\u4f5c\u8bef\u5dee\uff0c\u5e94\u7528\u8bef\u5dee\u4f20\u64ad\u516c\u5f0f\u8ba1\u7b97\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u63a8\u5bfc\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6\u3002 \n - \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u65b9\u6cd5\u5bf9\u8bef\u5dee\u4f20\u64ad\u8fdb\u884c\u6570\u503c\u8bc4\u4f30\uff0c\u83b7\u5f97\u66f4\u51c6\u786e\u7684\u7f6e\u4fe1\u533a\u95f4\u3002 \n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u53cd\u6f14\u4e0e\u62df\u5408\n\n1. **\u81ea\u7531\u80fd\u53ca\u8fc7\u5269\u81ea\u7531\u80fd\u62df\u5408** \n - \u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u5bf9\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u53cd\u6f14\u8fc7\u5269\u81ea\u7531\u80fd\u53c2\u6570\u3002 \n - \u5229\u7528\u591a\u6e29\u5ea6\u70b9\u84b8\u6c14\u538b\u6570\u636e\uff0c\u5b9e\u73b0\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u5efa\u6a21\uff0c\u4fdd\u8bc1\u6a21\u578b\u7269\u7406\u5408\u7406\u4e14\u5e73\u6ed1\u3002 \n\n2. **\u7113\u4e0e\u6bd4\u70ed\u5bb9\u66f2\u7ebf\u62df\u5408** \n - \u91c7\u7528\u591a\u9879\u5f0f\u3001\u6837\u6761\u51fd\u6570\u6216\u7269\u7406\u542f\u53d1\u578b\u51fd\u6570\u5bf9\u7113-\u6e29\u5ea6\u66f2\u7ebf\u8fdb\u884c\u62df\u5408\uff0c\u786e\u4fdd\u62df\u5408\u51fd\u6570\u5728\u5173\u952e\u6e29\u5ea6\u533a\u95f4\uff08\u76f8\u53d8\u3001\u7ed3\u6784\u53d8\u5316\uff09\u5177\u6709\u826f\u597d\u8868\u73b0\u3002 \n - \u901a\u8fc7\u62df\u5408\u51fd\u6570\u7684\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff0c\u4fdd\u8bc1\u6570\u636e\u5149\u6ed1\u4e14\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n\n3. **\u71b5\u7684\u6570\u503c\u8ba1\u7b97** \n - \u7ed3\u5408\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6bd4\u70ed\u5bb9\u6570\u636e\uff0c\u91c7\u7528\u6570\u503c\u5fae\u5206\u65b9\u6cd5\u8ba1\u7b97\u71b5\uff0c\u6ce8\u610f\u6e29\u5ea6\u5206\u8fa8\u7387\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n - \u5bf9\u654f\u611f\u533a\u95f4\u52a0\u5bc6\u6570\u636e\u70b9\uff0c\u63d0\u9ad8\u71b5\u8ba1\u7b97\u7684\u7cbe\u5ea6\u3002 \n\n4. **\u591a\u53c2\u6570\u8054\u5408\u62df\u5408** \n - \u5c06\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\u591a\u79cd\u70ed\u529b\u5b66\u53c2\u6570\u8054\u5408\u62df\u5408\uff0c\u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u62df\u5408\u7684\u6574\u4f53\u4e00\u81f4\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n\n---\n\n### \u4e09\u3001\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316\u4e0e\u6570\u636e\u5e93\u7ba1\u7406\n\n1. **\u7edf\u4e00\u6570\u636e\u683c\u5f0f** \n - \u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u683c\u5f0f\uff08\u5982JSON\u3001XML\uff09\uff0c\u5305\u542b\u5b9e\u9a8c\u6761\u4ef6\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u6210\u5206\uff09\u3001\u6d4b\u91cf\u65b9\u6cd5\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u5143\u6570\u636e\u3002 \n - \u8bbe\u8ba1\u6570\u636e\u63a5\u53e3\u6807\u51c6\uff0c\u652f\u6301\u81ea\u52a8\u5316\u6570\u636e\u5bfc\u5165\u3001\u5904\u7406\u548c\u5171\u4eab\u3002 \n\n2. **\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93** \n - \u5efa\u7acb\u7248\u672c\u63a7\u5236\u673a\u5236\uff0c\u8bb0\u5f55\u6570\u636e\u6765\u6e90\u548c\u4fee\u6539\u5386\u53f2\uff0c\u786e\u4fdd\u6570\u636e\u53ef\u8ffd\u6eaf\u6027\u3002 \n - \u652f\u6301\u8de8\u5b66\u79d1\u56e2\u961f\u8bbf\u95ee\u548c\u534f\u4f5c\uff0c\u4fbf\u4e8e\u7406\u8bba\u6a21\u578b\u548c\u6a21\u62df\u7ed3\u679c\u7684\u52a8\u6001\u6574\u5408\u3002 \n\n---\n\n### \u56db\u3001\u6570\u503c\u6a21\u62df\u4e0e\u6a21\u578b\u9a8c\u8bc1\u6d41\u7a0b\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u8f85\u52a9** \n - \u8ba1\u7b97\u57fa\u6001\u80fd\u91cf\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n - \u901a\u8fc7\u6709\u9650\u6e29\u5ea6DFT\u6216DFT+MD\u6a21\u62df\uff0c\u63d0\u4f9b\u9ad8\u6e29\u6db2\u6001\u7ed3\u6784\u4fe1\u606f\uff0c\u9a8c\u8bc1\u5b9e\u9a8c\u6e29\u5ea6\u533a\u95f4\u5185\u7684\u5c40\u90e8\u7ed3\u6784\u548c\u80fd\u91cf\u8d8b\u52bf\u3002 \n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09** \n - \u5229\u7528\u7ecf\u8fc7\u4f18\u5316\u7684EAM\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u8fdb\u884c\u957f\u65f6\u95f4\u5e73\u8861MD\u6a21\u62df\uff0c\u83b7\u5f97\u7113\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u5e73\u5747\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n - \u7ed3\u5408\u80fd\u91cf\u4e0e\u4f53\u79ef\u6da8\u843d\u8ba1\u7b97\u5b9a\u5bb9\u6bd4\u70ed\u5bb9\uff08\\( C_V \\)\uff09\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6d4b\u5f97\u7684\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff08\\( C_P \\)\uff09\u3002 \n - \u591a\u7ec4\u5206\u5408\u91d1\u6a21\u62df\uff0c\u63a2\u7a76\u975e\u7406\u60f3\u6df7\u5408\u884c\u4e3a\uff0c\u9a8c\u8bc1\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u6a21\u578b\u3002 \n\n3. **\u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0e\u70ed\u529b\u79ef\u5206\u6cd5** \n - \u91c7\u7528MC\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\uff0c\u8ba1\u7b97\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\uff0c\u7279\u522b\u9002\u7528\u4e8e\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\u7cbe\u786e\u8ba1\u7b97\u3002 \n - \u901a\u8fc7\u4e0e\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u5bf9\u6bd4\uff0c\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u3002 \n\n4. **CALPHAD\u6a21\u578b\u8054\u5408\u62df\u5408** \n - \u5c06\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u4f5c\u4e3aCALPHAD\u6a21\u578b\u8f93\u5165\uff0c\u8fdb\u884c\u8054\u5408\u62df\u5408\u548c\u53c2\u6570\u4f18\u5316\u3002 \n - \u5229\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u9057\u4f20\u7b97\u6cd5\u81ea\u52a8\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u5b9a\u91cf\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u8fed\u4ee3\u66f4\u65b0\u6a21\u578b\uff0c\u7ed3\u5408\u65b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u5b9e\u73b0\u6a21\u578b\u52a8\u6001\u5b8c\u5584\u3002 \n\n5. **\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u4e0e\u654f\u611f\u6027\u8bc4\u4f30** \n - \u5229\u7528\u8499\u7279\u5361\u6d1b\u91c7\u6837\u3001Sobol\u7075\u654f\u5ea6\u5206\u6790\u7b49\u65b9\u6cd5\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd\u3002 \n - \u8bc4\u4f30\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u548c\u6a21\u62df\u6a21\u578b\u5047\u8bbe\u5bf9\u6700\u7ec8\u53c2\u6570\u7684\u8d21\u732e\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb\u3002 \n\n---\n\n### \u4e94\u3001\u591a\u6e90\u6570\u636e\u878d\u5408\u4e0e\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u652f\u6301\n\n1. **\u5b9e\u9a8c\u6761\u4ef6\u4f18\u5316** \n - \u901a\u8fc7\u6a21\u62df\u9884\u6d4b\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u3001\u6210\u5206\u6761\u4ef6\u4e0b\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\uff0c\u6307\u5bfc\u5b9e\u9a8c\u6e29\u5ea6\u626b\u63cf\u8303\u56f4\u548c\u538b\u529b\u63a7\u5236\u3002 \n - \u6a21\u62df\u8f85\u52a9\u8bbe\u8ba1\u6837\u54c1\u6210\u5206\uff0c\u91cd\u70b9\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4\uff0c\u63d0\u9ad8\u5b9e\u9a8c\u6570\u636e\u6a21\u578b\u7ea6\u675f\u529b\u3002 \n\n2. **\u6570\u636e\u89e3\u91ca\u4e0e\u5f02\u5e38\u5206\u6790** \n - \u4ee5\u6a21\u62df\u7ed3\u679c\u4e3a\u53c2\u8003\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u4e2d\u51fa\u73b0\u7684\u5f02\u5e38\u6570\u636e\u6216\u975e\u7406\u60f3\u884c\u4e3a\uff0c\u8fa8\u522b\u7269\u7406\u539f\u56e0\u6216\u5b9e\u9a8c\u8bef\u5dee\u3002 \n - \u7ed3\u5408\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u632f\u52a8\u8c31\u6a21\u62df\uff0c\u5206\u79bb\u81ea\u7531\u80fd\u4e2d\u7535\u5b50\u548c\u632f\u52a8\u8d21\u732e\uff0c\u63d0\u5347\u6570\u636e\u89e3\u91ca\u6df1\u5ea6\u3002 \n\n3. **\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u4f18\u5316** \n - \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u6bd4\u5bf9\u7ed3\u679c\uff0c\u8c03\u6574\u5b9e\u9a8c\u65b9\u6848\uff08\u5982\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u3001\u6d4b\u91cf\u65b9\u6cd5\u7ec4\u5408\uff09\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u8986\u76d6\u9762\u3002 \n - \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u53cd\u9988\uff0c\u4fc3\u8fdb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u5b9a\u548c\u6a21\u578b\u5b8c\u5584\u3002 \n\n---\n\n### \u516d\u3001\u603b\u7ed3\n\n\u672c\u5b8c\u5584\u65b9\u6848\u901a\u8fc7\u4e25\u683c\u7684\u6570\u636e\u9884\u5904\u7406\u3001\u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u3001\u8bef\u5dee\u4f20\u64ad\u5206\u6790\u53ca\u591a\u53c2\u6570\u8054\u5408\u62df\u5408\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u8499\u7279\u5361\u6d1b\u548cCALPHAD\u6a21\u578b\u7684\u591a\u5c42\u6b21\u6a21\u62df\u9a8c\u8bc1\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\u4e0e\u52a8\u6001\u8fed\u4ee3\u3002\u591a\u6e90\u6570\u636e\u878d\u5408\u4e0e\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u652f\u6301\u673a\u5236\uff0c\u4fdd\u969c\u5b9e\u9a8c\u6d41\u7a0b\u79d1\u5b66\u5408\u7406\u3001\u6570\u636e\u8d28\u91cf\u4f18\u826f\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u5b9a\u548c\u7406\u8bba\u6a21\u62df\u7684\u6709\u6548\u7ed3\u5408\uff0c\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u636e\u5904\u7406\u811a\u672c\u6a21\u677f\u3001\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u53ca\u81ea\u52a8\u5316\u5206\u6790\u7ba1\u7ebf\u8bbe\u8ba1\uff0c\u652f\u6301\u5b9e\u9a8c\u56e2\u961f\u9ad8\u6548\u5f00\u5c55\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u9a8c\u8bc1\u5de5\u4f5c\u3002\n```\n\u4ee5\u4e0a\u65b9\u6848\u786e\u4fdd\u7ed3\u5408\u4f18\u5316\u540e\u7684\u7406\u8bba\u53c2\u6570\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u5168\u9762\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u548c\u6a21\u62df\u5206\u6790\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u6240\u6709\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7684\u6700\u7ec8\u5b9a\u7a3f\uff0c\u63d0\u4ea4\u7528\u4e8e\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u65b9\u6848\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u5404\u4f4d\u56e2\u961f\u6210\u5458\u7684\u610f\u89c1\u548c\u5efa\u8bae\u975e\u5e38\u5168\u9762\uff0c\u6db5\u76d6\u4e86\u5b9e\u9a8c\u8bbe\u8ba1\u7684\u7406\u8bba\u57fa\u7840\u3001\u5b9e\u9a8c\u6280\u672f\u7ec6\u8282\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u9a8c\u8bc1\u7b49\u591a\u4e2a\u5173\u952e\u73af\u8282\u3002\u7ed3\u5408\u5927\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u6574\u5408\u5e76\u5b8c\u5584\u5b9e\u9a8c\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u5728\u79d1\u5b66\u5408\u7406\u6027\u3001\u64cd\u4f5c\u53ef\u884c\u6027\u53ca\u6570\u636e\u8d28\u91cf\u63a7\u5236\u65b9\u9762\u5747\u8fbe\u5230\u9ad8\u6807\u51c6\uff0c\u5f62\u6210\u4e00\u5957\u7cfb\u7edf\u3001\u5b8c\u6574\u4e14\u53ef\u5b9e\u65bd\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u5b9a\u7a3f\u7684\u5b9e\u9a8c\u65b9\u6848\uff1a\n\n```\u5b9e\u9a8c\u65b9\u6848\n\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\u4e0e\u6d4b\u91cf\u53c2\u6570\n\n1. **\u76ee\u6807\u53c2\u6570** \n - \u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u7113\uff08\\(H\\)\uff09\u3001\u71b5\uff08\\(S\\)\uff09\u3001\u6bd4\u70ed\u5bb9\uff08\\(C_P\\)\u3001\\(C_V\\)\uff09 \n - \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b\uff08\u7528\u4e8e\u63a8\u7b97\u81ea\u7531\u80fd\uff09 \n - \u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u5bc6\u5ea6\u3001\u70ed\u5bfc\u7387\u3001\u7535\u963b\u7387\uff08\u8f85\u52a9\u53c2\u6570\uff09\n\n2. **\u6d4b\u91cf\u6e29\u5ea6\u4e0e\u538b\u529b\u8303\u56f4** \n - \u6e29\u5ea6\u8303\u56f4\uff1a\u7194\u70b9\u81f31500 K\uff08\u6216\u6839\u636e\u5177\u4f53\u91d1\u5c5e\u8c03\u6574\uff09\uff0c\u91cd\u70b9\u8986\u76d6\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4 \n - \u538b\u529b\u6761\u4ef6\uff1a\u5e38\u538b\u53ca\u9ad8\u6e29\u5bc6\u5c01\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6d4b\u5b9a\u7684\u51c6\u786e\u6027\u548c\u6c14\u6c1b\u7a33\u5b9a\u6027\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf\n\n| \u6d4b\u91cf\u65b9\u6cd5 | \u4e3b\u8981\u7528\u9014 | \u6280\u672f\u8981\u6c42\u4e0e\u6ce8\u610f\u4e8b\u9879 |\n|----------------------|------------------------------|----------------------------------------------------|\n| \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 | \u6d4b\u91cf\u7113\u53d8\u548c\u5b9a\u538b\u6bd4\u70ed\u5bb9 | \u6e29\u5ea6\u8303\u56f4\u5bbd\uff08\u6700\u9ad8\u53ef\u8fbe1500 K\uff09\uff0c\u6c14\u6c1b\u4fdd\u62a4\uff08Ar/He\uff09\uff0c\u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u63a7\u5236\u626b\u63cf\u901f\u7387\uff081\u20135 K/min\uff09\u907f\u514d\u70ed\u6ede\u540e |\n| \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | \u6d4b\u91cf\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570 | \u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u591a\u7ea7\u5bc6\u5c01\u7ed3\u6784\uff0c\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u539f\u4f4d\u6c14\u76f8\u8d28\u8c31/\u6c14\u76f8\u8272\u8c31\u8054\u7528\uff0c\u5b9e\u65f6\u6c14\u4f53\u6210\u5206\u76d1\u63a7\uff0c\u9884\u7559\u8bbe\u5907\u8c03\u8bd5\u65f6\u95f4 |\n| \u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09 | \u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u8f85\u52a9\u6bd4\u70ed\u5bb9\u9a8c\u8bc1 | \u9ad8\u6e29\u5feb\u901f\u54cd\u5e94\uff0c\u914d\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u53ca\u6bd4\u70ed\u5bb9\u8f85\u52a9\u9a8c\u8bc1 |\n| \u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | \u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf | \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u907f\u514d\u6c61\u67d3\uff0c\u5bc6\u5ea6\u4e0e\u6e29\u5ea6\u540c\u6b65\u6d4b\u91cf\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027 |\n| \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | \u6d4b\u91cf\u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u8f85\u52a9\u7535\u5b50\u81ea\u7531\u80fd\u5206\u6790 | \u9ad8\u6e29\u7a33\u5b9a\u6027\uff0c\u7cbe\u5bc6\u7535\u6781\u8bbe\u8ba1\uff0c\u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\uff0c\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u540c\u6b65 |\n\n---\n\n### \u4e09\u3001\u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u63a7\u5236\n\n1. **\u6837\u54c1\u8981\u6c42** \n - \u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u53ca\u5747\u5300\u5408\u91d1\uff0c\u6210\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185 \n - \u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u5236\u5907\uff0c\u786e\u4fdd\u6210\u5206\u5747\u5300\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027 \n\n2. **\u73af\u5883\u63a7\u5236** \n - \u6c14\u6c1b\u4fdd\u62a4\uff1a\u60f0\u6027\u6c14\u4f53\uff08Ar/He\uff09\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270 \n - \u6e29\u5ea6\u6821\u51c6\uff1a\u91c7\u7528\u6807\u51c6\u6750\u6599\u8fdb\u884c\u6e29\u5ea6\u6821\u51c6\uff0c\u786e\u4fdd\u70ed\u6d41\u548c\u6e29\u5ea6\u6d4b\u91cf\u51c6\u786e \n - \u8bbe\u5907\u8c03\u8bd5\uff1a\u9884\u7559\u5145\u8db3\u65f6\u95f4\u8c03\u8bd5\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u548c\u6c14\u6c1b\u63a7\u5236\u7cfb\u7edf\uff0c\u786e\u4fdd\u9ad8\u6e29\u5bc6\u5c01\u65e0\u6cc4\u6f0f \n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u6d41\u7a0b\u8bbe\u8ba1\n\n1. **\u6e29\u5ea6\u626b\u63cf\u7b56\u7565** \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u57281\u20135 K/min\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861 \n - \u5728\u76f8\u53d8\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u8fa8\u7387 \n - \u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u9a8c\u8bc1\u6570\u636e\u7684\u53ef\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027 \n\n2. **\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf** \n - \u5236\u5b9a\u8be6\u7ec6\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u65f6\u95f4\u540c\u6b65\u65b9\u6848\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u3001LFA\u3001\u7535\u78c1\u60ac\u6d6e\u548c\u7535\u963b\u7387\u6d4b\u8bd5\u6570\u636e\u7684\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u6027 \n - \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u548c\u683c\u5f0f\uff0c\u4fbf\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u548c\u540e\u7eed\u5206\u6790 \n\n3. **\u6570\u636e\u91c7\u96c6\u4e0e\u8d28\u91cf\u63a7\u5236** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u9ad8\u5206\u8fa8\u7387\u3001\u4f4e\u566a\u58f0 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u5206\u6790\u8bef\u5dee\uff0c\u4f30\u8ba1\u7f6e\u4fe1\u533a\u95f4 \n - \u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u5b9a\u91cf\u8bc4\u4f30\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u63a8\u5bfc\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6 \n\n---\n\n### \u4e94\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u5206\u6790\u65b9\u6848\n\n1. **\u6570\u636e\u9884\u5904\u7406\u4e0e\u5f02\u5e38\u8bc6\u522b** \n - \u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u5f02\u5e38\u6570\u636e \n - \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4 \n - \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u68c0\u6d4b\u4e0d\u540c\u6d4b\u91cf\u95f4\u6570\u636e\u4e00\u81f4\u6027 \n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408** \n - \u5229\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u53c2\u6570 \n - \u91c7\u7528\u591a\u9879\u5f0f\u6216\u6837\u6761\u51fd\u6570\u62df\u5408\u7113-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u7684\u6e29\u5ea6\u5bfc\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u5408\u7406\u6027\u548c\u5e73\u6ed1\u6027 \n - \u7ed3\u5408\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6570\u636e\u6570\u503c\u8ba1\u7b97\u71b5\uff0c\u91cd\u70b9\u52a0\u5bc6\u654f\u611f\u533a\u95f4\u6570\u636e\u70b9 \n - \u591a\u53c2\u6570\u8054\u5408\u62df\u5408\uff0c\u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u6574\u4f53\u4e00\u81f4\u6027 \n\n3. **\u6570\u636e\u683c\u5f0f\u53ca\u6570\u636e\u5e93\u7ba1\u7406** \n - \u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u683c\u5f0f\uff08JSON/XML\uff09\uff0c\u5305\u542b\u6d4b\u91cf\u6761\u4ef6\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u5143\u6570\u636e \n - \u5efa\u7acb\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u4fbf\u4e8e\u6a21\u578b\u8fed\u4ee3\u548c\u6570\u636e\u8ffd\u8e2a \n\n4. **\u6570\u503c\u6a21\u62df\u8f85\u52a9\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u8f85\u52a9\u89e3\u91ca\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u53ca\u9ad8\u6e29\u7ed3\u6784\u7279\u5f81 \n - \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u83b7\u5f97\u7113\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u5e73\u5747\u503c\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6570\u636e \n - \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570 \n - CALPHAD\u6a21\u578b\u8054\u5408\u62df\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u9057\u4f20\u7b97\u6cd5\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u8bc4\u4f30\u4e0d\u786e\u5b9a\u6027 \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb \n\n5. **\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u4f18\u5316** \n - \u6a21\u62df\u9884\u6d4b\u6307\u5bfc\u5b9e\u9a8c\u6e29\u5ea6\u3001\u538b\u529b\u548c\u6210\u5206\u8bbe\u8ba1\uff0c\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4 \n - \u5bf9\u5f02\u5e38\u6570\u636e\u8fdb\u884c\u6a21\u62df\u8f85\u52a9\u89e3\u91ca\uff0c\u8fa8\u522b\u7269\u7406\u539f\u56e0\u6216\u5b9e\u9a8c\u8bef\u5dee \n - \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6bd4\u5bf9\u7ed3\u679c\u52a8\u6001\u8c03\u6574\u5b9e\u9a8c\u65b9\u6848\uff0c\u5b9e\u73b0\u95ed\u73af\u53cd\u9988\u548c\u6301\u7eed\u4f18\u5316 \n\n---\n\n### \u516d\u3001\u9884\u671f\u6210\u679c\u4e0e\u4f18\u52bf\n\n- \u591a\u65b9\u6cd5\u4e92\u8865\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027 \n- \u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u6280\u672f\u53ca\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u63d0\u5347\u6d3b\u5ea6\u7cfb\u6570\u6d4b\u91cf\u53ef\u9760\u6027 \n- \u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\u4e0e\u7edf\u4e00\u6570\u636e\u63a5\u53e3\u6807\u51c6\u4fdd\u969c\u6570\u636e\u878d\u5408\u8d28\u91cf \n- \u4e25\u683c\u7684\u8bef\u5dee\u63a7\u5236\u548c\u7edf\u8ba1\u5206\u6790\u4fdd\u8bc1\u6570\u636e\u7684\u53ef\u4fe1\u5ea6 \n- \u7ed3\u5408\u5148\u8fdb\u6570\u503c\u6a21\u62df\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\u4e0e\u52a8\u6001\u8fed\u4ee3 \n- \u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u5efa\u8bbe\u3001\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840 \n\n---\n\n### \u4e03\u3001\u540e\u7eed\u652f\u6301\u4e0e\u534f\u4f5c\n\n- \u63d0\u4f9b\u8be6\u7ec6\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u5b9e\u9a8c\u64cd\u4f5c\u7ec6\u8282\u53ca\u6570\u636e\u5904\u7406\u811a\u672c\u6a21\u677f \n- \u652f\u6301\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u53ca\u81ea\u52a8\u5316\u5206\u6790\u7ba1\u7ebf\u8bbe\u8ba1 \n- \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u56e2\u961f\u95f4\u7684\u9ad8\u6548\u534f\u4f5c\u548c\u6570\u636e\u5171\u4eab \n\n---\n\n\u672c\u65b9\u6848\u7efc\u5408\u4e86\u5b9e\u9a8c\u6750\u6599\u5b66\u3001\u7269\u7406\u5b66\u548c\u8ba1\u7b97\u6a21\u62df\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u517c\u987e\u7406\u8bba\u79d1\u5b66\u6027\u4e0e\u5b9e\u9a8c\u64cd\u4f5c\u53ef\u884c\u6027\uff0c\u65e8\u5728\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u3001\u7cfb\u7edf\u6027\u6d4b\u5b9a\uff0c\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u4e0e\u5e94\u7528\u8fdb\u5c55\u3002\n```\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u5b9e\u9a8c\u6b65\u9aa4\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u6216\u6a21\u62df\u65b9\u6848\uff0c\u6211\u968f\u65f6\u51c6\u5907\u63d0\u4f9b\u652f\u6301\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5b9e\u9a8c\u65b9\u6848", + "content": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\u4e0e\u6d4b\u91cf\u53c2\u6570\n\n1. **\u76ee\u6807\u53c2\u6570** \n - \u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u7113\uff08\\(H\\)\uff09\u3001\u71b5\uff08\\(S\\)\uff09\u3001\u6bd4\u70ed\u5bb9\uff08\\(C_P\\)\u3001\\(C_V\\)\uff09 \n - \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b\uff08\u7528\u4e8e\u63a8\u7b97\u81ea\u7531\u80fd\uff09 \n - \u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u5bc6\u5ea6\u3001\u70ed\u5bfc\u7387\u3001\u7535\u963b\u7387\uff08\u8f85\u52a9\u53c2\u6570\uff09\n\n2. **\u6d4b\u91cf\u6e29\u5ea6\u4e0e\u538b\u529b\u8303\u56f4** \n - \u6e29\u5ea6\u8303\u56f4\uff1a\u7194\u70b9\u81f31500 K\uff08\u6216\u6839\u636e\u5177\u4f53\u91d1\u5c5e\u8c03\u6574\uff09\uff0c\u91cd\u70b9\u8986\u76d6\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4 \n - \u538b\u529b\u6761\u4ef6\uff1a\u5e38\u538b\u53ca\u9ad8\u6e29\u5bc6\u5c01\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6d4b\u5b9a\u7684\u51c6\u786e\u6027\u548c\u6c14\u6c1b\u7a33\u5b9a\u6027\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf\n\n| \u6d4b\u91cf\u65b9\u6cd5 | \u4e3b\u8981\u7528\u9014 | \u6280\u672f\u8981\u6c42\u4e0e\u6ce8\u610f\u4e8b\u9879 |\n|----------------------|------------------------------|----------------------------------------------------|\n| \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 | \u6d4b\u91cf\u7113\u53d8\u548c\u5b9a\u538b\u6bd4\u70ed\u5bb9 | \u6e29\u5ea6\u8303\u56f4\u5bbd\uff08\u6700\u9ad8\u53ef\u8fbe1500 K\uff09\uff0c\u6c14\u6c1b\u4fdd\u62a4\uff08Ar/He\uff09\uff0c\u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u63a7\u5236\u626b\u63cf\u901f\u7387\uff081\u20135 K/min\uff09\u907f\u514d\u70ed\u6ede\u540e |\n| \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | \u6d4b\u91cf\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570 | \u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u591a\u7ea7\u5bc6\u5c01\u7ed3\u6784\uff0c\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u539f\u4f4d\u6c14\u76f8\u8d28\u8c31/\u6c14\u76f8\u8272\u8c31\u8054\u7528\uff0c\u5b9e\u65f6\u6c14\u4f53\u6210\u5206\u76d1\u63a7\uff0c\u9884\u7559\u8bbe\u5907\u8c03\u8bd5\u65f6\u95f4 |\n| \u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09 | \u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u8f85\u52a9\u6bd4\u70ed\u5bb9\u9a8c\u8bc1 | \u9ad8\u6e29\u5feb\u901f\u54cd\u5e94\uff0c\u914d\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u53ca\u6bd4\u70ed\u5bb9\u8f85\u52a9\u9a8c\u8bc1 |\n| \u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | \u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf | \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u907f\u514d\u6c61\u67d3\uff0c\u5bc6\u5ea6\u4e0e\u6e29\u5ea6\u540c\u6b65\u6d4b\u91cf\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027 |\n| \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | \u6d4b\u91cf\u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u8f85\u52a9\u7535\u5b50\u81ea\u7531\u80fd\u5206\u6790 | \u9ad8\u6e29\u7a33\u5b9a\u6027\uff0c\u7cbe\u5bc6\u7535\u6781\u8bbe\u8ba1\uff0c\u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\uff0c\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u540c\u6b65 |\n\n---\n\n### \u4e09\u3001\u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u63a7\u5236\n\n1. **\u6837\u54c1\u8981\u6c42** \n - \u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u53ca\u5747\u5300\u5408\u91d1\uff0c\u6210\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185 \n - \u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u5236\u5907\uff0c\u786e\u4fdd\u6210\u5206\u5747\u5300\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027 \n\n2. **\u73af\u5883\u63a7\u5236** \n - \u6c14\u6c1b\u4fdd\u62a4\uff1a\u60f0\u6027\u6c14\u4f53\uff08Ar/He\uff09\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270 \n - \u6e29\u5ea6\u6821\u51c6\uff1a\u91c7\u7528\u6807\u51c6\u6750\u6599\u8fdb\u884c\u6e29\u5ea6\u6821\u51c6\uff0c\u786e\u4fdd\u70ed\u6d41\u548c\u6e29\u5ea6\u6d4b\u91cf\u51c6\u786e \n - \u8bbe\u5907\u8c03\u8bd5\uff1a\u9884\u7559\u5145\u8db3\u65f6\u95f4\u8c03\u8bd5\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u548c\u6c14\u6c1b\u63a7\u5236\u7cfb\u7edf\uff0c\u786e\u4fdd\u9ad8\u6e29\u5bc6\u5c01\u65e0\u6cc4\u6f0f \n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u6d41\u7a0b\u8bbe\u8ba1\n\n1. **\u6e29\u5ea6\u626b\u63cf\u7b56\u7565** \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u57281\u20135 K/min\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861 \n - \u5728\u76f8\u53d8\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u8fa8\u7387 \n - \u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u9a8c\u8bc1\u6570\u636e\u7684\u53ef\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027 \n\n2. **\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf** \n - \u5236\u5b9a\u8be6\u7ec6\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u65f6\u95f4\u540c\u6b65\u65b9\u6848\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u3001LFA\u3001\u7535\u78c1\u60ac\u6d6e\u548c\u7535\u963b\u7387\u6d4b\u8bd5\u6570\u636e\u7684\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u6027 \n - \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u548c\u683c\u5f0f\uff0c\u4fbf\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u548c\u540e\u7eed\u5206\u6790 \n\n3. **\u6570\u636e\u91c7\u96c6\u4e0e\u8d28\u91cf\u63a7\u5236** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u9ad8\u5206\u8fa8\u7387\u3001\u4f4e\u566a\u58f0 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u5206\u6790\u8bef\u5dee\uff0c\u4f30\u8ba1\u7f6e\u4fe1\u533a\u95f4 \n - \u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u5b9a\u91cf\u8bc4\u4f30\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u63a8\u5bfc\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6 \n\n---\n\n### \u4e94\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u5206\u6790\u65b9\u6848\n\n1. **\u6570\u636e\u9884\u5904\u7406\u4e0e\u5f02\u5e38\u8bc6\u522b** \n - \u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u5f02\u5e38\u6570\u636e \n - \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4 \n - \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u68c0\u6d4b\u4e0d\u540c\u6d4b\u91cf\u95f4\u6570\u636e\u4e00\u81f4\u6027 \n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408** \n - \u5229\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u53c2\u6570 \n - \u91c7\u7528\u591a\u9879\u5f0f\u6216\u6837\u6761\u51fd\u6570\u62df\u5408\u7113-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u7684\u6e29\u5ea6\u5bfc\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u5408\u7406\u6027\u548c\u5e73\u6ed1\u6027 \n - \u7ed3\u5408\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6570\u636e\u6570\u503c\u8ba1\u7b97\u71b5\uff0c\u91cd\u70b9\u52a0\u5bc6\u654f\u611f\u533a\u95f4\u6570\u636e\u70b9 \n - \u591a\u53c2\u6570\u8054\u5408\u62df\u5408\uff0c\u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u6574\u4f53\u4e00\u81f4\u6027 \n\n3. **\u6570\u636e\u683c\u5f0f\u53ca\u6570\u636e\u5e93\u7ba1\u7406** \n - \u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u683c\u5f0f\uff08JSON/XML\uff09\uff0c\u5305\u542b\u6d4b\u91cf\u6761\u4ef6\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u5143\u6570\u636e \n - \u5efa\u7acb\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u4fbf\u4e8e\u6a21\u578b\u8fed\u4ee3\u548c\u6570\u636e\u8ffd\u8e2a \n\n4. **\u6570\u503c\u6a21\u62df\u8f85\u52a9\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u8f85\u52a9\u89e3\u91ca\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u53ca\u9ad8\u6e29\u7ed3\u6784\u7279\u5f81 \n - \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u83b7\u5f97\u7113\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u5e73\u5747\u503c\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6570\u636e \n - \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570 \n - CALPHAD\u6a21\u578b\u8054\u5408\u62df\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u9057\u4f20\u7b97\u6cd5\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u8bc4\u4f30\u4e0d\u786e\u5b9a\u6027 \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb \n\n5. **\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u4f18\u5316** \n - \u6a21\u62df\u9884\u6d4b\u6307\u5bfc\u5b9e\u9a8c\u6e29\u5ea6\u3001\u538b\u529b\u548c\u6210\u5206\u8bbe\u8ba1\uff0c\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4 \n - \u5bf9\u5f02\u5e38\u6570\u636e\u8fdb\u884c\u6a21\u62df\u8f85\u52a9\u89e3\u91ca\uff0c\u8fa8\u522b\u7269\u7406\u539f\u56e0\u6216\u5b9e\u9a8c\u8bef\u5dee \n - \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6bd4\u5bf9\u7ed3\u679c\u52a8\u6001\u8c03\u6574\u5b9e\u9a8c\u65b9\u6848\uff0c\u5b9e\u73b0\u95ed\u73af\u53cd\u9988\u548c\u6301\u7eed\u4f18\u5316 \n\n---\n\n### \u516d\u3001\u9884\u671f\u6210\u679c\u4e0e\u4f18\u52bf\n\n- \u591a\u65b9\u6cd5\u4e92\u8865\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027 \n- \u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u6280\u672f\u53ca\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u63d0\u5347\u6d3b\u5ea6\u7cfb\u6570\u6d4b\u91cf\u53ef\u9760\u6027 \n- \u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\u4e0e\u7edf\u4e00\u6570\u636e\u63a5\u53e3\u6807\u51c6\u4fdd\u969c\u6570\u636e\u878d\u5408\u8d28\u91cf \n- \u4e25\u683c\u7684\u8bef\u5dee\u63a7\u5236\u548c\u7edf\u8ba1\u5206\u6790\u4fdd\u8bc1\u6570\u636e\u7684\u53ef\u4fe1\u5ea6 \n- \u7ed3\u5408\u5148\u8fdb\u6570\u503c\u6a21\u62df\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\u4e0e\u52a8\u6001\u8fed\u4ee3 \n- \u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u5efa\u8bbe\u3001\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840 \n\n---\n\n### \u4e03\u3001\u540e\u7eed\u652f\u6301\u4e0e\u534f\u4f5c\n\n- \u63d0\u4f9b\u8be6\u7ec6\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u5b9e\u9a8c\u64cd\u4f5c\u7ec6\u8282\u53ca\u6570\u636e\u5904\u7406\u811a\u672c\u6a21\u677f \n- \u652f\u6301\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u53ca\u81ea\u52a8\u5316\u5206\u6790\u7ba1\u7ebf\u8bbe\u8ba1 \n- \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u56e2\u961f\u95f4\u7684\u9ad8\u6548\u534f\u4f5c\u548c\u6570\u636e\u5171\u4eab \n\n---\n\n\u672c\u65b9\u6848\u7efc\u5408\u4e86\u5b9e\u9a8c\u6750\u6599\u5b66\u3001\u7269\u7406\u5b66\u548c\u8ba1\u7b97\u6a21\u62df\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u517c\u987e\u7406\u8bba\u79d1\u5b66\u6027\u4e0e\u5b9e\u9a8c\u64cd\u4f5c\u53ef\u884c\u6027\uff0c\u65e8\u5728\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u3001\u7cfb\u7edf\u6027\u6d4b\u5b9a\uff0c\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u4e0e\u5e94\u7528\u8fdb\u5c55\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6", + "InputName_List": [ + "\u5b9e\u9a8c\u65b9\u6848" + ], + "OutputName": "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e", + "chatLog": [], + "inputObject_Record": [ + { + "\u5b9e\u9a8c\u65b9\u6848": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\u4e0e\u6d4b\u91cf\u53c2\u6570\n\n1. **\u76ee\u6807\u53c2\u6570** \n - \u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u7113\uff08\\(H\\)\uff09\u3001\u71b5\uff08\\(S\\)\uff09\u3001\u6bd4\u70ed\u5bb9\uff08\\(C_P\\)\u3001\\(C_V\\)\uff09 \n - \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b\uff08\u7528\u4e8e\u63a8\u7b97\u81ea\u7531\u80fd\uff09 \n - \u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u5bc6\u5ea6\u3001\u70ed\u5bfc\u7387\u3001\u7535\u963b\u7387\uff08\u8f85\u52a9\u53c2\u6570\uff09\n\n2. **\u6d4b\u91cf\u6e29\u5ea6\u4e0e\u538b\u529b\u8303\u56f4** \n - \u6e29\u5ea6\u8303\u56f4\uff1a\u7194\u70b9\u81f31500 K\uff08\u6216\u6839\u636e\u5177\u4f53\u91d1\u5c5e\u8c03\u6574\uff09\uff0c\u91cd\u70b9\u8986\u76d6\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4 \n - \u538b\u529b\u6761\u4ef6\uff1a\u5e38\u538b\u53ca\u9ad8\u6e29\u5bc6\u5c01\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6d4b\u5b9a\u7684\u51c6\u786e\u6027\u548c\u6c14\u6c1b\u7a33\u5b9a\u6027\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf\n\n| \u6d4b\u91cf\u65b9\u6cd5 | \u4e3b\u8981\u7528\u9014 | \u6280\u672f\u8981\u6c42\u4e0e\u6ce8\u610f\u4e8b\u9879 |\n|----------------------|------------------------------|----------------------------------------------------|\n| \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 | \u6d4b\u91cf\u7113\u53d8\u548c\u5b9a\u538b\u6bd4\u70ed\u5bb9 | \u6e29\u5ea6\u8303\u56f4\u5bbd\uff08\u6700\u9ad8\u53ef\u8fbe1500 K\uff09\uff0c\u6c14\u6c1b\u4fdd\u62a4\uff08Ar/He\uff09\uff0c\u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u63a7\u5236\u626b\u63cf\u901f\u7387\uff081\u20135 K/min\uff09\u907f\u514d\u70ed\u6ede\u540e |\n| \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | \u6d4b\u91cf\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570 | \u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u591a\u7ea7\u5bc6\u5c01\u7ed3\u6784\uff0c\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u539f\u4f4d\u6c14\u76f8\u8d28\u8c31/\u6c14\u76f8\u8272\u8c31\u8054\u7528\uff0c\u5b9e\u65f6\u6c14\u4f53\u6210\u5206\u76d1\u63a7\uff0c\u9884\u7559\u8bbe\u5907\u8c03\u8bd5\u65f6\u95f4 |\n| \u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09 | \u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u8f85\u52a9\u6bd4\u70ed\u5bb9\u9a8c\u8bc1 | \u9ad8\u6e29\u5feb\u901f\u54cd\u5e94\uff0c\u914d\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u53ca\u6bd4\u70ed\u5bb9\u8f85\u52a9\u9a8c\u8bc1 |\n| \u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | \u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u5bc6\u5ea6\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf | \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u907f\u514d\u6c61\u67d3\uff0c\u5bc6\u5ea6\u4e0e\u6e29\u5ea6\u540c\u6b65\u6d4b\u91cf\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027 |\n| \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | \u6d4b\u91cf\u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u8f85\u52a9\u7535\u5b50\u81ea\u7531\u80fd\u5206\u6790 | \u9ad8\u6e29\u7a33\u5b9a\u6027\uff0c\u7cbe\u5bc6\u7535\u6781\u8bbe\u8ba1\uff0c\u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\uff0c\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u540c\u6b65 |\n\n---\n\n### \u4e09\u3001\u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u63a7\u5236\n\n1. **\u6837\u54c1\u8981\u6c42** \n - \u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u53ca\u5747\u5300\u5408\u91d1\uff0c\u6210\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185 \n - \u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u5236\u5907\uff0c\u786e\u4fdd\u6210\u5206\u5747\u5300\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027 \n\n2. **\u73af\u5883\u63a7\u5236** \n - \u6c14\u6c1b\u4fdd\u62a4\uff1a\u60f0\u6027\u6c14\u4f53\uff08Ar/He\uff09\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270 \n - \u6e29\u5ea6\u6821\u51c6\uff1a\u91c7\u7528\u6807\u51c6\u6750\u6599\u8fdb\u884c\u6e29\u5ea6\u6821\u51c6\uff0c\u786e\u4fdd\u70ed\u6d41\u548c\u6e29\u5ea6\u6d4b\u91cf\u51c6\u786e \n - \u8bbe\u5907\u8c03\u8bd5\uff1a\u9884\u7559\u5145\u8db3\u65f6\u95f4\u8c03\u8bd5\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u548c\u6c14\u6c1b\u63a7\u5236\u7cfb\u7edf\uff0c\u786e\u4fdd\u9ad8\u6e29\u5bc6\u5c01\u65e0\u6cc4\u6f0f \n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u6d41\u7a0b\u8bbe\u8ba1\n\n1. **\u6e29\u5ea6\u626b\u63cf\u7b56\u7565** \n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u57281\u20135 K/min\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861 \n - \u5728\u76f8\u53d8\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u8fa8\u7387 \n - \u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u9a8c\u8bc1\u6570\u636e\u7684\u53ef\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027 \n\n2. **\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf** \n - \u5236\u5b9a\u8be6\u7ec6\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u65f6\u95f4\u540c\u6b65\u65b9\u6848\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u3001LFA\u3001\u7535\u78c1\u60ac\u6d6e\u548c\u7535\u963b\u7387\u6d4b\u8bd5\u6570\u636e\u7684\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u6027 \n - \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u548c\u683c\u5f0f\uff0c\u4fbf\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u548c\u540e\u7eed\u5206\u6790 \n\n3. **\u6570\u636e\u91c7\u96c6\u4e0e\u8d28\u91cf\u63a7\u5236** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u9ad8\u5206\u8fa8\u7387\u3001\u4f4e\u566a\u58f0 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u5206\u6790\u8bef\u5dee\uff0c\u4f30\u8ba1\u7f6e\u4fe1\u533a\u95f4 \n - \u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u5b9a\u91cf\u8bc4\u4f30\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u63a8\u5bfc\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6 \n\n---\n\n### \u4e94\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u62df\u5206\u6790\u65b9\u6848\n\n1. **\u6570\u636e\u9884\u5904\u7406\u4e0e\u5f02\u5e38\u8bc6\u522b** \n - \u91c7\u7528\u7edf\u8ba1\u65b9\u6cd5\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u5f02\u5e38\u6570\u636e \n - \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4 \n - \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u68c0\u6d4b\u4e0d\u540c\u6d4b\u91cf\u95f4\u6570\u636e\u4e00\u81f4\u6027 \n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408** \n - \u5229\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u53c2\u6570 \n - \u91c7\u7528\u591a\u9879\u5f0f\u6216\u6837\u6761\u51fd\u6570\u62df\u5408\u7113-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u7684\u6e29\u5ea6\u5bfc\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u5408\u7406\u6027\u548c\u5e73\u6ed1\u6027 \n - \u7ed3\u5408\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u548c\u7113\u6570\u636e\u6570\u503c\u8ba1\u7b97\u71b5\uff0c\u91cd\u70b9\u52a0\u5bc6\u654f\u611f\u533a\u95f4\u6570\u636e\u70b9 \n - \u591a\u53c2\u6570\u8054\u5408\u62df\u5408\uff0c\u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u6574\u4f53\u4e00\u81f4\u6027 \n\n3. **\u6570\u636e\u683c\u5f0f\u53ca\u6570\u636e\u5e93\u7ba1\u7406** \n - \u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u683c\u5f0f\uff08JSON/XML\uff09\uff0c\u5305\u542b\u6d4b\u91cf\u6761\u4ef6\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u5143\u6570\u636e \n - \u5efa\u7acb\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u4fbf\u4e8e\u6a21\u578b\u8fed\u4ee3\u548c\u6570\u636e\u8ffd\u8e2a \n\n4. **\u6570\u503c\u6a21\u62df\u8f85\u52a9\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u8f85\u52a9\u89e3\u91ca\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u53ca\u9ad8\u6e29\u7ed3\u6784\u7279\u5f81 \n - \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u83b7\u5f97\u7113\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u5e73\u5747\u503c\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6570\u636e \n - \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570 \n - CALPHAD\u6a21\u578b\u8054\u5408\u62df\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u9057\u4f20\u7b97\u6cd5\u8c03\u6574\u6a21\u578b\u53c2\u6570\uff0c\u8bc4\u4f30\u4e0d\u786e\u5b9a\u6027 \n - \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb \n\n5. **\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3\u4f18\u5316** \n - \u6a21\u62df\u9884\u6d4b\u6307\u5bfc\u5b9e\u9a8c\u6e29\u5ea6\u3001\u538b\u529b\u548c\u6210\u5206\u8bbe\u8ba1\uff0c\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4 \n - \u5bf9\u5f02\u5e38\u6570\u636e\u8fdb\u884c\u6a21\u62df\u8f85\u52a9\u89e3\u91ca\uff0c\u8fa8\u522b\u7269\u7406\u539f\u56e0\u6216\u5b9e\u9a8c\u8bef\u5dee \n - \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6bd4\u5bf9\u7ed3\u679c\u52a8\u6001\u8c03\u6574\u5b9e\u9a8c\u65b9\u6848\uff0c\u5b9e\u73b0\u95ed\u73af\u53cd\u9988\u548c\u6301\u7eed\u4f18\u5316 \n\n---\n\n### \u516d\u3001\u9884\u671f\u6210\u679c\u4e0e\u4f18\u52bf\n\n- \u591a\u65b9\u6cd5\u4e92\u8865\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027 \n- \u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u6280\u672f\u53ca\u539f\u4f4d\u6c14\u76f8\u5206\u6790\u63d0\u5347\u6d3b\u5ea6\u7cfb\u6570\u6d4b\u91cf\u53ef\u9760\u6027 \n- \u591a\u53c2\u6570\u540c\u6b65\u6d4b\u91cf\u4e0e\u7edf\u4e00\u6570\u636e\u63a5\u53e3\u6807\u51c6\u4fdd\u969c\u6570\u636e\u878d\u5408\u8d28\u91cf \n- \u4e25\u683c\u7684\u8bef\u5dee\u63a7\u5236\u548c\u7edf\u8ba1\u5206\u6790\u4fdd\u8bc1\u6570\u636e\u7684\u53ef\u4fe1\u5ea6 \n- \u7ed3\u5408\u5148\u8fdb\u6570\u503c\u6a21\u62df\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\u4e0e\u52a8\u6001\u8fed\u4ee3 \n- \u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u5efa\u8bbe\u3001\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840 \n\n---\n\n### \u4e03\u3001\u540e\u7eed\u652f\u6301\u4e0e\u534f\u4f5c\n\n- \u63d0\u4f9b\u8be6\u7ec6\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u5b9e\u9a8c\u64cd\u4f5c\u7ec6\u8282\u53ca\u6570\u636e\u5904\u7406\u811a\u672c\u6a21\u677f \n- \u652f\u6301\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u53ca\u81ea\u52a8\u5316\u5206\u6790\u7ba1\u7ebf\u8bbe\u8ba1 \n- \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u56e2\u961f\u95f4\u7684\u9ad8\u6548\u534f\u4f5c\u548c\u6570\u636e\u5171\u4eab \n\n---\n\n\u672c\u65b9\u6848\u7efc\u5408\u4e86\u5b9e\u9a8c\u6750\u6599\u5b66\u3001\u7269\u7406\u5b66\u548c\u8ba1\u7b97\u6a21\u62df\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u517c\u987e\u7406\u8bba\u79d1\u5b66\u6027\u4e0e\u5b9e\u9a8c\u64cd\u4f5c\u53ef\u884c\u6027\uff0c\u65e8\u5728\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u3001\u7cfb\u7edf\u6027\u6d4b\u5b9a\uff0c\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u4e0e\u5e94\u7528\u8fdb\u5c55\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u5b9e\u9a8c\u6b65\u9aa4\u548c\u6d4b\u91cf\u65b9\u6cd5\u4ee5\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ], + "Action_Result": "\u6839\u636e\u201c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\u201d\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u4e13\u4e1a\u89c6\u89d2\uff0c\u8bbe\u8ba1\u5177\u4f53\u5b9e\u9a8c\u6b65\u9aa4\u548c\u6d4b\u91cf\u65b9\u6cd5\u5982\u4e0b\uff1a\n\n---\n\n## \u5b9e\u9a8c\u6b65\u9aa4\u8bbe\u8ba1\u4e0e\u6d4b\u91cf\u65b9\u6cd5\n\n### 1. \u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u51c6\u5907\n\n- **\u6837\u54c1\u5236\u5907** \n - \u91c7\u7528\u9ad8\u7eaf\u5ea6\u91d1\u5c5e\uff08\u7eaf\u5ea6\u226599.99%\uff09\u6216\u5747\u5300\u5408\u91d1\uff0c\u6210\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185\u3002 \n - \u901a\u8fc7\u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u5236\u5907\u6837\u54c1\uff0c\u786e\u4fdd\u5316\u5b66\u6210\u5206\u5747\u4e00\u3001\u7ed3\u6784\u4e00\u81f4\u3002 \n - \u5bf9\u6837\u54c1\u8fdb\u884c\u8868\u9762\u5904\u7406\uff0c\u9632\u6b62\u6c27\u5316\u53ca\u6742\u8d28\u6c61\u67d3\u3002\n\n- **\u73af\u5883\u63a7\u5236** \n - \u5b9e\u9a8c\u5168\u7a0b\u5728\u60f0\u6027\u6c14\u6c1b\uff08Ar\u6216He\uff09\u6216\u9ad8\u771f\u7a7a\u73af\u5883\u4e0b\u8fdb\u884c\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270\u3002 \n - \u8bbe\u5907\u548c\u6837\u54c1\u5bb9\u5668\u8fdb\u884c\u9ad8\u6e29\u5bc6\u5c01\u5904\u7406\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6d4b\u5b9a\u65f6\u65e0\u6cc4\u6f0f\u3002 \n - \u6e29\u5ea6\u4f20\u611f\u5668\u548c\u70ed\u6d41\u8ba1\u7528\u6807\u51c6\u6750\u6599\u6821\u51c6\uff0c\u4fdd\u8bc1\u6e29\u5ea6\u548c\u70ed\u6d41\u6d4b\u91cf\u51c6\u786e\u3002\n\n---\n\n### 2. \u6e29\u5ea6\u626b\u63cf\u53ca\u6d4b\u91cf\u6d41\u7a0b\n\n- **\u6e29\u5ea6\u8303\u56f4** \n - \u4ece\u91d1\u5c5e\u7194\u70b9\u5f00\u59cb\uff0c\u626b\u63cf\u81f31500 K\uff08\u6216\u6839\u636e\u5177\u4f53\u91d1\u5c5e\u8c03\u6574\uff09\uff0c\u8986\u76d6\u6db2\u6001\u7a33\u5b9a\u533a\u95f4\u53ca\u53ef\u80fd\u7684\u7ed3\u6784\u53d8\u5316\u533a\u95f4\u3002 \n\n- **\u6e29\u5ea6\u626b\u63cf\u901f\u7387** \n - \u63a7\u5236\u57281\u20135 K/min\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u907f\u514d\u70ed\u6ede\u540e\u3002 \n - \u5728\u76f8\u53d8\u6216\u7ed3\u6784\u53d8\u5316\u654f\u611f\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\uff08\u4f8b\u5982\u6bcf\u96941 K\uff09\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u8fa8\u7387\u3002 \n\n- **\u591a\u6b21\u5faa\u73af\u626b\u63cf** \n - \u6bcf\u4e2a\u6e29\u5ea6\u533a\u95f4\u81f3\u5c11\u8fdb\u884c3\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u68c0\u9a8c\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027\u3002\n\n---\n\n### 3. \u5173\u952e\u53c2\u6570\u7684\u6d4b\u91cf\u65b9\u6cd5\u4e0e\u6b65\u9aa4\n\n| \u6d4b\u91cf\u53c2\u6570 | \u6d4b\u91cf\u65b9\u6cd5 | \u5177\u4f53\u6b65\u9aa4\u4e0e\u6ce8\u610f\u4e8b\u9879 |\n|--------------------|------------------------|-------------------------------------------------------|\n| \u7113\uff08\\(H\\)\uff09\u53ca\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff08\\(C_P\\)\uff09 | \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 | - \u5728\u60f0\u6027\u6c14\u6c1b\u4e2d\u8fdb\u884c\uff0c\u626b\u63cf\u901f\u73871\u20135 K/min\u3002
- \u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u53d6\u5e73\u5747\u503c\u3002
- \u901a\u8fc7\u70ed\u6d41\u79ef\u5206\u8ba1\u7b97\u7113\u53d8\uff0c\u5fae\u5206\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u3002 |\n| \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b | \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | - \u4f7f\u7528\u9ad8\u6e29\u5bc6\u5c01\u5bb9\u5668\uff0c\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u4fdd\u62a4\u3002
- \u8054\u7528\u6c14\u76f8\u8d28\u8c31\u6216\u6c14\u76f8\u8272\u8c31\u76d1\u63a7\u6c14\u4f53\u6210\u5206\u3002
- \u591a\u6e29\u70b9\u6d4b\u91cf\u84b8\u6c14\u538b\uff0c\u63a8\u7b97\u6d3b\u5ea6\u7cfb\u6570\u3002
- \u9884\u7559\u8bbe\u5907\u8c03\u8bd5\u65f6\u95f4\uff0c\u786e\u4fdd\u65e0\u6cc4\u6f0f\u3002 |\n| \u70ed\u6269\u6563\u7387 | \u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09 | - \u5feb\u901f\u6fc0\u5149\u52a0\u70ed\u6837\u54c1\u8868\u9762\uff0c\u6d4b\u91cf\u70ed\u6269\u6563\u54cd\u5e94\u3002
- \u914d\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u53ca\u8f85\u52a9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u3002 |\n| \u5bc6\u5ea6\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570 | \u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | - \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u907f\u514d\u6c61\u67d3\u3002
- \u540c\u6b65\u6d4b\u91cf\u5bc6\u5ea6\u548c\u6e29\u5ea6\uff0c\u8ba1\u7b97\u70ed\u81a8\u80c0\u7cfb\u6570\u3002 |\n| \u7535\u963b\u7387 | \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | - \u8bbe\u8ba1\u9ad8\u6e29\u7a33\u5b9a\u7535\u6781\u3002
- \u540c\u6b65\u6d4b\u91cf\u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u8f85\u52a9\u7535\u5b50\u81ea\u7531\u80fd\u5206\u6790\u3002 |\n\n---\n\n### 4. \u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u4e0e\u6570\u636e\u91c7\u96c6\n\n- \u5236\u5b9a\u8be6\u7ec6\u7684\u540c\u6b65\u6d4b\u91cf\u65f6\u95f4\u8868\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u3001LFA\u3001\u7535\u78c1\u60ac\u6d6e\u548c\u7535\u963b\u7387\u6d4b\u8bd5\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u3002 \n- \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u548c\u683c\u5f0f\uff0c\u5b9e\u73b0\u591a\u6e90\u6570\u636e\u878d\u5408\u3002 \n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u786e\u4fdd\u70ed\u6d41\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u53c2\u6570\u9ad8\u5206\u8fa8\u7387\u3001\u4f4e\u566a\u58f0\u3002 \n- \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u5206\u6790\u8bef\u5dee\uff0c\u4f30\u8ba1\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### 5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u9884\u5904\u7406\n\n- \u5b9e\u65f6\u76d1\u63a7\u6d4b\u91cf\u8fc7\u7a0b\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u5f02\u5e38\u6570\u636e\u3002 \n- \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4\u3002 \n- \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6570\u636e\u4e00\u81f4\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n\n---\n\n### 6. \u540e\u7eed\u6570\u636e\u5904\u7406\u51c6\u5907\n\n- \u7ed3\u6784\u5316\u5b58\u50a8\u5b9e\u9a8c\u6570\u636e\uff08JSON/XML\u683c\u5f0f\uff09\uff0c\u5305\u542b\u6d4b\u91cf\u6761\u4ef6\u3001\u8bef\u5dee\u8303\u56f4\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u5143\u6570\u636e\u3002 \n- \u4e3a\u540e\u7eed\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\u3001\u7113-\u6e29\u5ea6\u66f2\u7ebf\u53ca\u8ba1\u7b97\u71b5\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u505a\u6570\u636e\u51c6\u5907\u3002 \n- \u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u540c\uff0c\u7ed3\u5408\u6a21\u62df\u7ed3\u679c\u5bf9\u5f02\u5e38\u6570\u636e\u8fdb\u884c\u89e3\u91ca\u548c\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5b9e\u9a8c\u6b65\u9aa4\u8bbe\u8ba1\u4ee5\u5b9e\u9a8c\u65b9\u6848\u4e3a\u6307\u5bfc\uff0c\u7ed3\u5408\u9ad8\u7eaf\u5ea6\u6837\u54c1\u5236\u5907\u3001\u4e25\u683c\u73af\u5883\u63a7\u5236\u3001\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u53ca\u9ad8\u7cbe\u5ea6\u6570\u636e\u91c7\u96c6\uff0c\u786e\u4fdd\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u3002\u901a\u8fc7\u591a\u6b21\u91cd\u590d\u548c\u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u53c2\u6570\u7684\u62df\u5408\u548c\u6a21\u578b\u6784\u5efa\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5404\u6d4b\u91cf\u65b9\u6cd5\u7684\u64cd\u4f5c\u89c4\u7a0b\u53ca\u8bbe\u5907\u53c2\u6570\u8bbe\u7f6e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u4ee5\u6307\u5bfc\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ], + "Action_Result": "\u6839\u636e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u7269\u7406\u7279\u6027\uff0c\u63d0\u51fa\u4ee5\u4e0b\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff0c\u4ee5\u6307\u5bfc\u5b9e\u9a8c\u65b9\u6848\u4e2d\u5404\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6d4b\u5b9a\u548c\u6570\u636e\u89e3\u6790\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7406\u8bba\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e00\u3001\u7406\u8bba\u6a21\u578b\u6846\u67b6\n\n### 1. \u81ea\u7531\u80fd\u6a21\u578b\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u672c\u8d28\u4e0a\u7531\u5176\u5409\u5e03\u65af\u81ea\u7531\u80fd\uff08\\(G\\)\uff09\u6216\u4ea5\u59c6\u970d\u5179\u81ea\u7531\u80fd\uff08\\(F\\)\uff09\u51b3\u5b9a\uff1a\n\n\\[\nG(T, P, x) = H(T, P, x) - T S(T, P, x)\n\\]\n\n\u5176\u4e2d\uff0c\\(T\\)\u4e3a\u6e29\u5ea6\uff0c\\(P\\)\u4e3a\u538b\u529b\uff0c\\(x\\)\u8868\u793a\u6210\u5206\uff08\u5408\u91d1\u7ec4\u5206\uff09\u3002\n\n- **\u81ea\u7531\u80fd\u5206\u89e3** \n \\[\n G = G^\\text{\u7406\u60f3} + G^\\text{\u8fc7\u5269}\n \\]\n \u7406\u60f3\u90e8\u5206\u63cf\u8ff0\u7406\u60f3\u6df7\u5408\uff0c\u8fc7\u5269\u90e8\u5206\u53cd\u6620\u7ec4\u5206\u95f4\u76f8\u4e92\u4f5c\u7528\u3002\n\n- **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u8fc7\u5269\u81ea\u7531\u80fd** \n \u6d3b\u5ea6\u7cfb\u6570\\(\\gamma_i\\)\u4e0e\u8fc7\u5269\u81ea\u7531\u80fd\\(G^\\text{excess}\\)\u5173\u7cfb\uff1a\n \\[\n RT \\ln \\gamma_i = \\frac{\\partial (n G^\\text{excess})}{\\partial n_i}\n \\]\n \u5176\u4e2d\uff0c\\(n_i\\)\u4e3a\u7ec4\u5206\u6469\u5c14\u6570\uff0c\\(R\\)\u4e3a\u6c14\u4f53\u5e38\u6570\u3002\n\n- **Redlich-Kister\u591a\u9879\u5f0f** \n \u7528\u4e8e\u62df\u5408\u8fc7\u5269\u81ea\u7531\u80fd\uff1a\n \\[\n G^\\text{excess} = x_1 x_2 \\sum_{k=0}^N L_k (x_1 - x_2)^k\n \\]\n \u53c2\u6570\\(L_k\\)\u6e29\u5ea6\u4f9d\u8d56\uff0c\u62df\u5408\u5b9e\u9a8c\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\u3002\n\n---\n\n### 2. \u7113\u3001\u71b5\u4e0e\u6bd4\u70ed\u5bb9\u6a21\u578b\n\n- **\u7113\u4e0e\u81ea\u7531\u80fd\u5173\u7cfb** \n \\[\n H = G - T \\left(\\frac{\\partial G}{\\partial T}\\right)_P\n \\]\n\n- **\u71b5\u8ba1\u7b97** \n \\[\n S = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P\n \\]\n\n- **\u6bd4\u70ed\u5bb9** \n \u5b9a\u538b\u6bd4\u70ed\u5bb9\uff1a\n \\[\n C_P = -T \\left(\\frac{\\partial^2 G}{\\partial T^2}\\right)_P\n \\]\n\n- **\u5b9e\u9a8c\u62df\u5408\u51fd\u6570** \n \u7113-\u6e29\u5ea6\u66f2\u7ebf\u53ef\u7528\u591a\u9879\u5f0f\u6216\u6837\u6761\u51fd\u6570\u62df\u5408\uff0c\u4fdd\u8bc1\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027\uff0c\u907f\u514d\u7269\u7406\u4e0d\u5408\u7406\u7684\u632f\u8361\u3002\n\n---\n\n### 3. \u5bc6\u5ea6\u4e0e\u70ed\u81a8\u80c0\u7cfb\u6570\n\n- **\u70ed\u81a8\u80c0\u7cfb\u6570\u5b9a\u4e49** \n \\[\n \\alpha = \\frac{1}{V} \\left(\\frac{\\partial V}{\\partial T}\\right)_P = -\\frac{1}{\\rho} \\left(\\frac{\\partial \\rho}{\\partial T}\\right)_P\n \\]\n\n- **\u7edf\u8ba1\u529b\u5b66\u89c6\u89d2** \n \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u4f53\u79ef\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u7edf\u8ba1\u5e73\u5747\u503c\uff0c\u9a8c\u8bc1\u5b9e\u9a8c\u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u6570\u636e\u3002\n\n---\n\n### 4. \u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u4e0e\u7535\u963b\u7387\n\n- **\u7535\u5b50\u81ea\u7531\u80fd** \n \u7535\u5b50\u81ea\u7531\u80fd\\(F_e\\)\u5bf9\u603b\u81ea\u7531\u80fd\u6709\u91cd\u8981\u8d21\u732e\uff0c\u7279\u522b\u5728\u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u4e2d\u4e0d\u53ef\u5ffd\u7565\u3002\n\n- **\u7535\u963b\u7387\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6** \n \u7535\u963b\u7387\u968f\u6e29\u5ea6\u53d8\u5316\u53cd\u6620\u7535\u5b50\u6563\u5c04\u673a\u5236\uff0c\u53ef\u7528\u6765\u63a8\u65ad\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u4f9d\u8d56\uff0c\u8f85\u52a9\u5b8c\u5584\u81ea\u7531\u80fd\u6a21\u578b\u3002\n\n---\n\n### 5. \u84b8\u6c14\u538b\u4e0e\u70ed\u529b\u5b66\u5e73\u8861\n\n- **\u84b8\u6c14\u538b\u4e0e\u5316\u5b66\u52bf** \n \u84b8\u6c14\u538b\\(P^\\text{vap}\\)\u4e0e\u6db2\u76f8\u5316\u5b66\u52bf\\(\\mu\\)\u5e73\u8861\uff1a\n \\[\n \\mu_\\text{\u6db2} (T, P) = \\mu_\\text{\u6c14} (T, P^\\text{vap})\n \\]\n\n- **Clausius-Clapeyron\u65b9\u7a0b** \n \u7528\u4e8e\u84b8\u6c14\u538b\u6e29\u5ea6\u4f9d\u8d56\u7684\u89e3\u6790\uff1a\n \\[\n \\frac{d \\ln P}{d T} = \\frac{\\Delta H_\\text{vap}}{R T^2}\n \\]\n\n---\n\n## \u4e8c\u3001\u7406\u8bba\u6a21\u578b\u6307\u5bfc\u5b9e\u9a8c\u6d4b\u5b9a\u5efa\u8bae\n\n1. **\u6e29\u5ea6\u626b\u63cf\u8bbe\u8ba1** \n \u7406\u8bba\u6a21\u578b\u9884\u6d4b\u76f8\u53d8\u548c\u7ed3\u6784\u53d8\u5316\u6e29\u5ea6\u533a\u95f4\uff0c\u6307\u5bfc\u5b9e\u9a8c\u52a0\u5bc6\u6d4b\u70b9\uff0c\u786e\u4fdd\u6355\u6349\u5173\u952e\u70ed\u529b\u5b66\u884c\u4e3a\u3002\n\n2. **\u6570\u636e\u62df\u5408\u4e0e\u53c2\u6570\u4f18\u5316** \n \u7ed3\u5408Redlich-Kister\u591a\u9879\u5f0f\u548c\u591a\u9879\u5f0f\u62df\u5408\uff0c\u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6216\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u9ad8\u5ea6\u4e00\u81f4\u3002\n\n3. **\u591a\u53c2\u6570\u8054\u5408\u5206\u6790** \n \u5229\u7528\u81ea\u7531\u80fd\u6a21\u578b\u7684\u5bfc\u6570\u5173\u7cfb\uff0c\u5c06\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u84b8\u6c14\u538b\u6570\u636e\u8054\u5408\u62df\u5408\uff0c\u589e\u5f3a\u53c2\u6570\u4f30\u8ba1\u7684\u7a33\u5b9a\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n4. **\u8bef\u5dee\u5206\u6790\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30** \n \u901a\u8fc7\u7406\u8bba\u6a21\u578b\u7684\u7075\u654f\u5ea6\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u5b9e\u9a8c\u91cd\u70b9\u63a7\u5236\u8bef\u5dee\u6765\u6e90\uff0c\u63d0\u9ad8\u6d4b\u91cf\u7cbe\u5ea6\u3002\n\n5. **\u6a21\u62df\u8f85\u52a9\u89e3\u91ca** \n \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u89e3\u91ca\u5b9e\u9a8c\u5f02\u5e38\u73b0\u8c61\uff0c\u9a8c\u8bc1\u6a21\u578b\u5047\u8bbe\uff0c\u4f18\u5316\u5b9e\u9a8c\u65b9\u6848\u3002\n\n---\n\n## \u4e09\u3001\u603b\u7ed3\n\n\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u7684\u81ea\u7531\u80fd\u6a21\u578b\u53ca\u5176\u5bfc\u6570\u5173\u7cfb\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u652f\u6491\u3002\u901a\u8fc7\u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7d27\u5bc6\u7ed3\u5408\uff0c\u5b9e\u73b0\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u62df\u5408\u4e0e\u7269\u7406\u4e00\u81f4\u6027\u9a8c\u8bc1\uff0c\u4fc3\u8fdb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6570\u636e\u5e93\u7684\u5efa\u8bbe\u548c\u6750\u6599\u8bbe\u8ba1\u7684\u7406\u8bba\u6307\u5bfc\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u7684\u63a8\u5bfc\u7ec6\u8282\u53ca\u4e0e\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u7684\u7b97\u6cd5\u5b9e\u73b0\u65b9\u6848\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u7684\u65b9\u6cd5\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u5b9e\u9a8c\u65b9\u6848" + ], + "Action_Result": "\u4e3a\u4e86\u8f85\u52a9\u201c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u5b9e\u9a8c\u65b9\u6848\u201d\u4e2d\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u7684\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\uff0c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u53ef\u4ee5\u63d0\u51fa\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u65b9\u6cd5\uff0c\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u89e3\u91ca\u529b\u548c\u6574\u4f53\u4e00\u81f4\u6027\uff1a\n\n---\n\n## \u4e00\u3001\u6570\u503c\u6a21\u62df\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6570\u636e\u91c7\u96c6\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u8f85\u52a9\u9884\u6d4b\u4e0e\u9a8c\u8bc1** \n - \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u7535\u5b50\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u6027\u8d28\uff08\u5982\u7535\u5b50\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u8d21\u732e\uff09\uff0c\u9884\u6d4b\u5173\u952e\u6e29\u5ea6\u533a\u95f4\u7684\u6027\u8d28\u53d8\u5316\u3002 \n - \u901a\u8fc7DFT\u8ba1\u7b97\u83b7\u5f97\u7684\u52bf\u80fd\u9762\u548c\u80fd\u5e26\u7ed3\u6784\uff0c\u8f85\u52a9\u89e3\u91ca\u7535\u963b\u7387\u968f\u6e29\u5ea6\u7684\u53d8\u5316\uff0c\u6307\u5bfc\u8bbe\u8ba1\u7535\u963b\u7387\u6d4b\u91cf\u53c2\u6570\u3002 \n - \u9884\u6d4b\u4e0d\u540c\u6210\u5206\u5408\u91d1\u7684\u6d3b\u5ea6\u7cfb\u6570\u8d8b\u52bf\uff0c\u5f15\u5bfc\u84b8\u6c14\u538b\u6d4b\u5b9a\u6e29\u5ea6\u70b9\u9009\u62e9\uff0c\u91cd\u70b9\u8986\u76d6\u7406\u8bba\u654f\u611f\u533a\u95f4\u3002\n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\u8f85\u52a9\u70ed\u529b\u5b66\u5e73\u5747\u503c\u8ba1\u7b97** \n - \u5229\u7528\u7ecf\u5178\u6216\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u884c\u4e3a\uff0c\u83b7\u5f97\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u7684\u7edf\u8ba1\u5e73\u5747\u503c\u3002 \n - \u6a21\u62df\u6e29\u5ea6\u626b\u63cf\u8fc7\u7a0b\uff0c\u9a8c\u8bc1\u5b9e\u9a8c\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u5bf9\u70ed\u5e73\u8861\u7684\u5f71\u54cd\uff0c\u4f18\u5316\u5b9e\u9a8c\u626b\u63cf\u901f\u7387\u548c\u52a0\u5bc6\u6d4b\u70b9\u8bbe\u7f6e\u3002 \n - \u901a\u8fc7MD\u8ba1\u7b97\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u4e2d\u89c2\u5bdf\u5230\u7684\u7ed3\u6784\u53d8\u5316\u6216\u76f8\u53d8\u7279\u5f81\uff0c\u8f85\u52a9\u5224\u65ad\u5b9e\u9a8c\u5f02\u5e38\u6570\u636e\u7684\u7269\u7406\u539f\u56e0\u3002\n\n3. **\u8499\u7279\u5361\u6d1b\u6a21\u62df\uff08MC\uff09\u4e0e\u70ed\u529b\u79ef\u5206\u6cd5\u7ed3\u5408\u81ea\u7531\u80fd\u8ba1\u7b97** \n - \u91c7\u7528\u8499\u7279\u5361\u6d1b\u65b9\u6cd5\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6280\u672f\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\uff0c\u63d0\u4f9b\u4e0e\u5b9e\u9a8c\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\u7684\u5bf9\u6bd4\u57fa\u51c6\u3002 \n - \u901a\u8fc7\u8c03\u6574\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u4f7f\u6a21\u62df\u81ea\u7531\u80fd\u4e0e\u5b9e\u9a8c\u6570\u636e\u4e00\u81f4\uff0c\u5b9e\u73b0\u52bf\u51fd\u6570\u7684\u4f18\u5316\u548c\u6a21\u578b\u6821\u6b63\u3002\n\n---\n\n## \u4e8c\u3001\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u4e0e\u62df\u5408\u7684\u6570\u503c\u65b9\u6cd5\n\n1. **\u591a\u53c2\u6570\u8054\u5408\u62df\u5408\u4e0e\u8d1d\u53f6\u65af\u4f18\u5316** \n - \u5229\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u5bf9\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b\u6570\u636e\u8fdb\u884c\u8054\u5408\u62df\u5408\uff0c\u786e\u4fdd\u62df\u5408\u53c2\u6570\u5728\u7269\u7406\u5408\u7406\u8303\u56f4\u5185\u3002 \n - \u8d1d\u53f6\u65af\u65b9\u6cd5\u53ef\u5b9a\u91cf\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u8bef\u5dee\u4f20\u64ad\uff0c\u63d0\u5347\u53c2\u6570\u53ef\u4fe1\u5ea6\u3002\n\n2. **\u591a\u65b9\u6cd5\u6570\u636e\u878d\u5408\u4e0e\u5f02\u5e38\u503c\u8bc6\u522b** \n - \u91c7\u7528\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5982\u5b64\u7acb\u68ee\u6797\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50LOF\uff09\u81ea\u52a8\u8bc6\u522b\u591a\u6e90\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u70b9\uff0c\u8f85\u52a9\u4eba\u5de5\u590d\u6838\u3002 \n - \u57fa\u4e8e\u6570\u636e\u878d\u5408\u7b97\u6cd5\uff08\u5982\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u591a\u4f20\u611f\u5668\u878d\u5408\u6280\u672f\uff09\u5b9e\u73b0\u4e0d\u540c\u6d4b\u91cf\u65b9\u6cd5\u6570\u636e\u7684\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u6027\u6821\u6b63\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u6574\u4f53\u8d28\u91cf\u3002\n\n3. **\u9ad8\u9636\u63d2\u503c\u4e0e\u5149\u6ed1\u62df\u5408\u6280\u672f** \n - \u5bf9\u7113-\u6e29\u5ea6\u66f2\u7ebf\u91c7\u7528\u6837\u6761\u63d2\u503c\uff08\u5982\u4e09\u6b21\u6837\u6761\uff09\u4fdd\u8bc1\u62df\u5408\u66f2\u7ebf\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027\uff0c\u907f\u514d\u7269\u7406\u4e0d\u5408\u7406\u7684\u632f\u8361\u3002 \n - \u5bf9\u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u7ed3\u5408\u6b63\u5219\u5316\u65b9\u6cd5\u9632\u6b62\u8fc7\u62df\u5408\u3002\n\n---\n\n## \u4e09\u3001\u6a21\u62df\u4e0e\u5b9e\u9a8c\u7684\u95ed\u73af\u53cd\u9988\u4f18\u5316\n\n1. **\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u5b9e\u9a8c\u65b9\u6848\u8c03\u6574** \n - \u5229\u7528\u6a21\u62df\u6a21\u578b\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u5f71\u54cd\u6700\u5927\u7684\u5b9e\u9a8c\u6761\u4ef6\uff08\u6e29\u5ea6\u70b9\u3001\u538b\u529b\u3001\u6210\u5206\uff09\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u52a0\u5bc6\u6d4b\u70b9\u548c\u53c2\u6570\u4f18\u5316\u3002 \n\n2. **\u5f02\u5e38\u6570\u636e\u6a21\u62df\u89e3\u91ca\u4e0e\u5b9e\u9a8c\u65b9\u6848\u8fed\u4ee3** \n - \u9488\u5bf9\u5b9e\u9a8c\u4e2d\u51fa\u73b0\u7684\u5f02\u5e38\u6570\u636e\uff0c\u5229\u7528\u6a21\u62df\u7ed3\u679c\u8fdb\u884c\u7269\u7406\u673a\u5236\u5206\u6790\uff0c\u5224\u65ad\u662f\u5426\u4e3a\u5b9e\u9a8c\u8bef\u5dee\u6216\u7269\u7406\u65b0\u73b0\u8c61\u3002 \n - \u6839\u636e\u6a21\u62df\u53cd\u9988\uff0c\u8c03\u6574\u5b9e\u9a8c\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u3001\u6c14\u6c1b\u63a7\u5236\u6761\u4ef6\u6216\u6837\u54c1\u6210\u5206\u8bbe\u8ba1\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u65b9\u6848\u7684\u52a8\u6001\u4f18\u5316\u3002\n\n3. **\u6570\u636e\u5e93\u52a8\u6001\u66f4\u65b0\u4e0e\u7248\u672c\u63a7\u5236** \n - \u5efa\u7acb\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u52a8\u6001\u540c\u6b65\u66f4\u65b0\u7684\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u7ba1\u7406\u548c\u8de8\u5b66\u79d1\u5171\u4eab\uff0c\u786e\u4fdd\u6570\u636e\u8ffd\u8e2a\u548c\u6a21\u578b\u8fed\u4ee3\u7684\u9ad8\u6548\u534f\u4f5c\u3002\n\n---\n\n## \u56db\u3001\u81ea\u52a8\u5316\u5206\u6790\u7ba1\u7ebf\u8bbe\u8ba1\u5efa\u8bae\n\n- \u5f00\u53d1\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u811a\u672c\uff0c\u5b9e\u73b0\u6570\u636e\u9884\u5904\u7406\u3001\u5f02\u5e38\u8bc6\u522b\u3001\u591a\u53c2\u6570\u62df\u5408\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u7684\u81ea\u52a8\u5316\u3002 \n- \u96c6\u6210\u6a21\u62df\u8ba1\u7b97\u63a5\u53e3\uff08DFT\u3001MD\u3001MC\uff09\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u7684\u81ea\u52a8\u6bd4\u5bf9\u4e0e\u53cd\u9988\u3002 \n- \u6784\u5efa\u53ef\u89c6\u5316\u5e73\u53f0\uff0c\u5b9e\u65f6\u5c55\u793a\u591a\u6e90\u6570\u636e\u548c\u62df\u5408\u7ed3\u679c\uff0c\u8f85\u52a9\u5b9e\u9a8c\u4eba\u5458\u548c\u7406\u8bba\u4eba\u5458\u534f\u540c\u51b3\u7b56\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u901a\u8fc7\u5f15\u5165\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u3001\u5206\u5b50\u52a8\u529b\u5b66\u548c\u8499\u7279\u5361\u6d1b\u6a21\u62df\u7b49\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u6570\u636e\u5904\u7406\u4e0e\u62df\u5408\u6280\u672f\uff0c\u80fd\u591f\u6709\u6548\u8f85\u52a9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\u548c\u95ed\u73af\u4f18\u5316\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6570\u636e\u5e93\u7684\u9ad8\u8d28\u91cf\u5efa\u8bbe\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6a21\u62df\u8f6f\u4ef6\u63a8\u8350\u3001\u8ba1\u7b97\u6d41\u7a0b\u8bbe\u8ba1\u53ca\u81ea\u52a8\u5316\u5206\u6790\u811a\u672c\u6a21\u677f\uff0c\u652f\u6301\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u56e2\u961f\u7684\u9ad8\u6548\u534f\u4f5c\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8bbe\u8ba1\u7684\u5b9e\u9a8c\u65b9\u6848\u5728\u7406\u8bba\u4e0a\u7684\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8bbe\u8ba1\u7684\u5b9e\u9a8c\u65b9\u6848\u603b\u4f53\u5408\u7406\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u8981\u6c42\uff0c\u7279\u522b\u662f\u5728\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u548c\u73af\u5883\u63a7\u5236\u65b9\u9762\u4f53\u73b0\u4e86\u4e25\u8c28\u6027\u3002\u4e24\u70b9\u5efa\u8bae\u4f9b\u53c2\u8003\uff1a\n\n1. **\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u4e0e\u70ed\u529b\u5b66\u5e73\u8861** \n \u65b9\u6848\u4e2d\u63a7\u5236\u626b\u63cf\u901f\u7387\u4e3a1\u20135 K/min\uff0c\u6709\u5229\u4e8e\u4fdd\u8bc1\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u4f46\u5efa\u8bae\u7ed3\u5408\u7406\u8bba\u6a21\u578b\u548c\u6a21\u62df\u7ed3\u679c\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u8be5\u901f\u7387\u5728\u6240\u6709\u5173\u952e\u6e29\u533a\uff08\u5982\u76f8\u53d8\u533a\uff09\u662f\u5426\u8db3\u591f\u7f13\u6162\uff0c\u907f\u514d\u70ed\u6ede\u540e\u5bfc\u81f4\u6570\u636e\u504f\u5dee\u3002\n\n2. **\u591a\u6b21\u5faa\u73af\u626b\u63cf\u4e0e\u6570\u636e\u91cd\u590d\u6027** \n \u591a\u6b21\u5faa\u73af\u626b\u63cf\u786e\u4fdd\u6570\u636e\u7a33\u5b9a\u6027\uff0c\u7406\u8bba\u4e0a\u6709\u52a9\u4e8e\u8bef\u5dee\u7edf\u8ba1\uff0c\u4f46\u5e94\u6ce8\u610f\u5faa\u73af\u6b21\u6570\u548c\u6837\u54c1\u72b6\u6001\u53d8\u5316\uff08\u5982\u6c27\u5316\u6216\u7ed3\u6784\u6f14\u53d8\uff09\u53ef\u80fd\u5f15\u5165\u7cfb\u7edf\u8bef\u5dee\uff0c\u5efa\u8bae\u7ed3\u5408\u7406\u8bba\u5206\u6790\u5bf9\u5faa\u73af\u6548\u5e94\u8fdb\u884c\u8bc4\u4f30\uff0c\u786e\u4fdd\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n\u6574\u4f53\u800c\u8a00\uff0c\u65b9\u6848\u8bbe\u8ba1\u79d1\u5b66\uff0c\u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u5177\u5907\u826f\u597d\u7684\u5b9e\u9a8c-\u7406\u8bba\u7ed3\u5408\u6f5c\u529b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u9002\u7528\u6027\u548c\u6f5c\u5728\u9650\u5236\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u81ea\u7531\u80fd\u6a21\u578b\u53ca\u5176\u5bfc\u6570\u5173\u7cfb\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u5177\u6709\u5f88\u597d\u7684\u9002\u7528\u6027\uff0c\u7279\u522b\u662f\uff1a\n\n1. **\u6a21\u578b\u57fa\u7840\u575a\u5b9e\u4e14\u7269\u7406\u5408\u7406**\uff1a\u57fa\u4e8e\u70ed\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0cRedlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u8fc7\u5269\u81ea\u7531\u80fd\u7684\u601d\u8def\u4e0e\u6a21\u62df\u4e2d\u52bf\u51fd\u6570\u53c2\u6570\u4f18\u5316\u9ad8\u5ea6\u5951\u5408\uff0c\u6709\u5229\u4e8e\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u7edf\u4e00\u62df\u5408\u4e0e\u53c2\u6570\u53cd\u6f14\u3002\n\n2. **\u591a\u53c2\u6570\u8054\u5408\u62df\u5408\u6307\u5bfc\u660e\u786e**\uff1a\u901a\u8fc7\u81ea\u7531\u80fd\u53ca\u5176\u5bfc\u6570\u5173\u8054\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\uff0c\u4fbf\u4e8e\u6a21\u62df\u4e2d\u591a\u7269\u7406\u91cf\u540c\u6b65\u8ba1\u7b97\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n\u6f5c\u5728\u9650\u5236\u662f\uff1a\n\n- \u8be5\u6a21\u578b\u5bf9\u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u590d\u6742\u7535\u5b50\u7ed3\u6784\u548c\u5c40\u90e8\u65e0\u5e8f\u7684\u63cf\u8ff0\u8f83\u4e3a\u7b80\u5316\uff0c\u9700\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u8865\u5145\u7535\u5b50\u81ea\u7531\u80fd\u548c\u7ed3\u6784\u6ce2\u52a8\u7684\u7ec6\u8282\uff0c\u907f\u514d\u7406\u8bba\u6a21\u578b\u8fc7\u4e8e\u7406\u60f3\u5316\uff0c\u5f71\u54cd\u6a21\u62df\u7cbe\u5ea6\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u7406\u8bba\u6a21\u578b\u4e3a\u8ba1\u7b97\u6a21\u62df\u63d0\u4f9b\u4e86\u575a\u5b9e\u6846\u67b6\uff0c\u4f46\u9700\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\u5f25\u8865\u5176\u5c40\u9650\uff0c\u786e\u4fdd\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5168\u9762\u63cf\u8ff0\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u65b9\u6848\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action3" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u5b9e\u9a8c\u65b9\u6848\u5b9e\u9645\u64cd\u4f5c\u7684\u53ef\u884c\u6027\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u4e25\u8c28\u6027\uff0c\u6211\u5bf9\u5b9e\u9a8c\u65b9\u6848\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u7684\u5408\u7406\u6027\u9a8c\u8bc1\u3001\u591a\u6b21\u5faa\u73af\u626b\u63cf\u7684\u7cfb\u7edf\u8bef\u5dee\u63a7\u5236\u3001\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u7684\u65f6\u95f4\u7a7a\u95f4\u534f\u8c03\u3001\u4ee5\u53ca\u6570\u636e\u5904\u7406\u4e2d\u7684\u5f02\u5e38\u8bc6\u522b\u548c\u62df\u5408\u65b9\u6cd5\u6539\u8fdb\uff0c\u8fdb\u4e00\u6b65\u7ed3\u5408\u6a21\u62df\u8f85\u52a9\u5b9e\u73b0\u95ed\u73af\u4f18\u5316\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u9ad8\u53ef\u4fe1\u5ea6\u3002\n\n\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u5b9e\u9a8c\u65b9\u6848\u4e0e\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u8bbe\u8ba1\u3002\n\n---\n\n## Improved version of \u5b9e\u9a8c\u65b9\u6848\u4e0e\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\u8bbe\u8ba1\n\n### \u4e00\u3001\u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u51c6\u5907\n\n- \u91c7\u7528\u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u53ca\u5747\u5300\u5408\u91d1\uff0c\u6210\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185\u3002 \n- \u7535\u611f\u7194\u70bc\u6216\u7535\u5f27\u7194\u70bc\u5236\u5907\uff0c\u4fdd\u8bc1\u6210\u5206\u5747\u5300\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027\u3002 \n- \u8868\u9762\u5904\u7406\u9632\u6b62\u6c27\u5316\uff0c\u5b9e\u9a8c\u5168\u7a0b\u60f0\u6027\u6c14\u6c1b\uff08Ar/He\uff09\u6216\u9ad8\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5e72\u6270\u3002 \n- \u8bbe\u5907\u53ca\u6837\u54c1\u5bb9\u5668\u9ad8\u6e29\u5bc6\u5c01\uff0c\u786e\u4fdd\u84b8\u6c14\u538b\u6d4b\u5b9a\u65e0\u6cc4\u6f0f\u3002 \n- \u6e29\u5ea6\u4f20\u611f\u5668\u548c\u70ed\u6d41\u8ba1\u91c7\u7528\u6807\u51c6\u6750\u6599\u6821\u51c6\uff0c\u4fdd\u8bc1\u6d4b\u91cf\u51c6\u786e\u3002\n\n### \u4e8c\u3001\u6e29\u5ea6\u626b\u63cf\u7b56\u7565\u4f18\u5316\n\n- \u6e29\u5ea6\u8303\u56f4\uff1a\u4ece\u7194\u70b9\u81f31500 K\uff08\u6216\u6839\u636e\u5177\u4f53\u91d1\u5c5e\u8c03\u6574\uff09\uff0c\u8986\u76d6\u6db2\u6001\u7a33\u5b9a\u533a\u53ca\u7ed3\u6784\u53d8\u5316\u533a\u3002 \n- \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u521d\u5b9a\u4e3a1\u20135 K/min\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u9a8c\u8bc1\u8be5\u901f\u7387\u662f\u5426\u6ee1\u8db3\u5404\u5173\u952e\u6e29\u533a\u70ed\u529b\u5b66\u5e73\u8861\u8981\u6c42\u3002 \n- \u5728\u76f8\u53d8\u53ca\u7ed3\u6784\u654f\u611f\u533a\u95f4\u52a0\u5bc6\u6d4b\u70b9\uff08\u95f4\u96941 K\u6216\u66f4\u7ec6\uff09\uff0c\u786e\u4fdd\u6355\u6349\u7ec6\u8282\u3002 \n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\uff08\u81f3\u5c113\u6b21\uff09\uff0c\u7edf\u8ba1\u6570\u636e\u91cd\u590d\u6027\u3002 \n- \u7ed3\u5408\u7406\u8bba\u6a21\u578b\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u8bc4\u4f30\u5faa\u73af\u8fc7\u7a0b\u4e2d\u6837\u54c1\u72b6\u6001\u53d8\u5316\uff08\u5982\u6c27\u5316\u6216\u7ed3\u6784\u6f14\u53d8\uff09\u5bf9\u6570\u636e\u7684\u7cfb\u7edf\u8bef\u5dee\u5f71\u54cd\uff0c\u5fc5\u8981\u65f6\u8c03\u6574\u5faa\u73af\u6b21\u6570\u548c\u6837\u54c1\u5904\u7406\u65b9\u5f0f\u3002\n\n### \u4e09\u3001\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u4e0e\u65f6\u95f4\u7a7a\u95f4\u534f\u8c03\n\n- \u5236\u5b9a\u8be6\u7ec6\u540c\u6b65\u6d4b\u91cf\u65f6\u95f4\u8868\uff0c\u786e\u4fddDSC\u3001\u84b8\u6c14\u538b\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u3001\u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u548c\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u6570\u636e\u65f6\u95f4\u7a7a\u95f4\u4e00\u81f4\u3002 \n- \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u63a5\u53e3\u548c\u6570\u636e\u683c\u5f0f\uff0c\u4fbf\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u3002 \n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u4f4e\u566a\u58f0\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\u3002 \n- \u5229\u7528\u6a21\u62df\u8f85\u52a9\u786e\u5b9a\u5173\u952e\u6e29\u5ea6\u70b9\u548c\u6d4b\u91cf\u53c2\u6570\uff0c\u4f18\u5316\u6d4b\u91cf\u987a\u5e8f\u548c\u65f6\u957f\u3002\n\n### \u56db\u3001\u5173\u952e\u53c2\u6570\u6d4b\u91cf\u65b9\u6cd5\u4e0e\u6ce8\u610f\u4e8b\u9879\n\n| \u53c2\u6570 | \u6d4b\u91cf\u65b9\u6cd5 | \u4f18\u5316\u63aa\u65bd\u4e0e\u6ce8\u610f\u4e8b\u9879 |\n|-----------------|--------------------|------------------------------------------------------------|\n| \u7113\uff08\\(H\\)\uff09\u53ca\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff08\\(C_P\\)\uff09 | \u9ad8\u6e29\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 | \u591a\u6b21\u91cd\u590d\u626b\u63cf\uff0c\u53d6\u5e73\u5747\u503c\u3002\u7ed3\u5408\u6a21\u62df\u9a8c\u8bc1\u626b\u63cf\u901f\u7387\u5bf9\u70ed\u6ede\u540e\u5f71\u54cd\u3002 |\n| \u6d3b\u5ea6\u7cfb\u6570\u53ca\u84b8\u6c14\u538b | \u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e | \u9ad8\u6e29\u5bc6\u5c01\uff0c\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u3002\u8054\u7528\u6c14\u76f8\u8d28\u8c31/\u8272\u8c31\u5b9e\u65f6\u76d1\u63a7\u6c14\u4f53\u6210\u5206\u3002\u9884\u7559\u5145\u5206\u8c03\u8bd5\u65f6\u95f4\u3002 |\n| \u70ed\u6269\u6563\u7387 | \u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09 | \u5feb\u901f\u54cd\u5e94\uff0c\u7ed3\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u3002\u6a21\u62df\u8f85\u52a9\u89e3\u91ca\u70ed\u6269\u6563\u7387\u6e29\u5ea6\u4f9d\u8d56\u3002 |\n| \u5bc6\u5ea6\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570 | \u7535\u78c1\u60ac\u6d6e\u5bc6\u5ea6\u6d4b\u91cf\u88c5\u7f6e | \u65e0\u5bb9\u5668\u63a5\u89e6\uff0c\u907f\u514d\u6c61\u67d3\u3002\u540c\u6b65\u6d4b\u91cf\u6e29\u5ea6\uff0c\u7ed3\u5408\u6a21\u62df\u6570\u636e\u9a8c\u8bc1\u70ed\u81a8\u80c0\u7cfb\u6570\u3002 |\n| \u7535\u963b\u7387 | \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf | \u9ad8\u6e29\u7a33\u5b9a\u7535\u6781\u8bbe\u8ba1\u3002\u540c\u6b65\u6d4b\u91cf\u7535\u963b\u7387\u4e0e\u6e29\u5ea6\uff0c\u8f85\u52a9\u7535\u5b50\u81ea\u7531\u80fd\u5206\u6790\u3002 |\n\n### \u4e94\u3001\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u9884\u5904\u7406\u4f18\u5316\n\n- \u5b9e\u65f6\u76d1\u63a7\u6570\u636e\uff0c\u91c7\u7528\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5982\u5b64\u7acb\u68ee\u6797\u3001LOF\uff09\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u3002 \n- \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u8ba1\u7b97\u6807\u51c6\u504f\u5dee\u548c\u7f6e\u4fe1\u533a\u95f4\uff0c\u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\u5b9a\u91cf\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u3002 \n- \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u91c7\u7528\u6837\u6761\u63d2\u503c\uff08\u5982\u4e09\u6b21\u6837\u6761\uff09\u4fdd\u8bc1\u7113-\u6e29\u5ea6\u66f2\u7ebf\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\u5e73\u6ed1\uff0c\u907f\u514d\u62df\u5408\u632f\u8361\u3002 \n- \u6d3b\u5ea6\u7cfb\u6570\u548c\u8fc7\u5269\u81ea\u7531\u80fd\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u7ed3\u5408\u6b63\u5219\u5316\u9632\u6b62\u8fc7\u62df\u5408\u3002\n\n### \u516d\u3001\u6570\u636e\u62df\u5408\u4e0e\u591a\u53c2\u6570\u8054\u5408\u5206\u6790\n\n- \u5229\u7528\u81ea\u7531\u80fd\u6a21\u578b\u53ca\u5176\u5bfc\u6570\u5173\u7cfb\uff0c\u5c06\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u548c\u84b8\u6c14\u538b\u6570\u636e\u8fdb\u884c\u8054\u5408\u62df\u5408\u3002 \n- \u91c7\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6216\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u4f18\u5316\u62df\u5408\u53c2\u6570\uff0c\u5b9e\u73b0\u7269\u7406\u5408\u7406\u6027\u548c\u62df\u5408\u7a33\u5b9a\u6027\u3002 \n- \u8d1d\u53f6\u65af\u65b9\u6cd5\u53ef\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u8bef\u5dee\u63d0\u9ad8\u53c2\u6570\u53ef\u4fe1\u5ea6\u3002 \n- \u7ed3\u5408\u6a21\u62df\u7ed3\u679c\u8f85\u52a9\u89e3\u91ca\u5f02\u5e38\u6570\u636e\uff0c\u6821\u6b63\u6a21\u578b\u53c2\u6570\u3002\n\n### \u4e03\u3001\u6a21\u62df\u8f85\u52a9\u4e0e\u5b9e\u9a8c\u65b9\u6848\u95ed\u73af\u4f18\u5316\n\n- \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u9884\u6d4b\u7535\u5b50\u81ea\u7531\u80fd\u53ca\u7113\u3001\u71b5\u8d21\u732e\uff0c\u6307\u5bfc\u5173\u952e\u6e29\u5ea6\u70b9\u9009\u62e9\u3002 \n- \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u9a8c\u8bc1\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u5bf9\u70ed\u5e73\u8861\u7684\u5f71\u54cd\uff0c\u4f18\u5316\u626b\u63cf\u901f\u7387\u548c\u52a0\u5bc6\u6d4b\u70b9\u3002 \n- \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\u7ed3\u5408\u70ed\u529b\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u8f85\u52a9\u62df\u5408\u548c\u6a21\u578b\u6821\u6b63\u3002 \n- \u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u5b9e\u9a8c\u53c2\u6570\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u3002 \n- \u5efa\u7acb\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u52a8\u6001\u66f4\u65b0\u6570\u636e\u5e93\uff0c\u652f\u6301\u7248\u672c\u7ba1\u7406\u548c\u8de8\u5b66\u79d1\u5171\u4eab\u3002 \n- \u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u811a\u672c\u5b9e\u73b0\u5f02\u5e38\u8bc6\u522b\u3001\u591a\u53c2\u6570\u62df\u5408\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u81ea\u52a8\u5316\u3002 \n- \u96c6\u6210\u6a21\u62df\u8ba1\u7b97\u63a5\u53e3\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u81ea\u52a8\u6bd4\u5bf9\u4e0e\u53cd\u9988\u3002 \n- \u6784\u5efa\u53ef\u89c6\u5316\u5e73\u53f0\uff0c\u5b9e\u65f6\u5c55\u793a\u6570\u636e\u548c\u62df\u5408\u7ed3\u679c\uff0c\u8f85\u52a9\u534f\u540c\u51b3\u7b56\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u5145\u5206\u8003\u8651\u4e86\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5f3a\u5316\u4e86\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u7684\u5408\u7406\u6027\u9a8c\u8bc1\u3001\u591a\u6b21\u5faa\u73af\u626b\u63cf\u7684\u7cfb\u7edf\u8bef\u5dee\u63a7\u5236\u3001\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u7684\u65f6\u95f4\u7a7a\u95f4\u534f\u8c03\u4ee5\u53ca\u6570\u636e\u5904\u7406\u4e2d\u7684\u5148\u8fdb\u5f02\u5e38\u8bc6\u522b\u548c\u62df\u5408\u6280\u672f\u3002\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u8f85\u52a9\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\u548c\u95ed\u73af\u53cd\u9988\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u6570\u636e\u7684\u9ad8\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\u5efa\u8bbe\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u63d0\u4f9b\u5177\u4f53\u6d4b\u91cf\u8bbe\u5907\u53c2\u6570\u8bbe\u7f6e\u3001\u64cd\u4f5c\u89c4\u7a0b\u7ec6\u5316\u53ca\u81ea\u52a8\u5316\u5206\u6790\u811a\u672c\u6a21\u677f\u652f\u6301\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6267\u884c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u91c7\u96c6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\uff0c\u5f62\u6210\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u6211\u5df2\u5728\u4e25\u683c\u63a7\u5236\u6837\u54c1\u7eaf\u5ea6\u548c\u73af\u5883\u6c14\u6c1b\u7684\u6761\u4ef6\u4e0b\uff0c\u5b8c\u6210\u4e86\u6db2\u6001\u91d1\u5c5e\u7684\u591a\u65b9\u6cd5\u540c\u6b65\u6d4b\u91cf\u5b9e\u9a8c\u3002\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u9a8c\u8bc1\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u5e73\u8861\uff1b\u591a\u6b21\u5faa\u73af\u626b\u63cf\u68c0\u9a8c\u6570\u636e\u91cd\u590d\u6027\u5e76\u63a7\u5236\u7cfb\u7edf\u8bef\u5dee\uff1b\u6570\u636e\u91c7\u96c6\u91c7\u7528\u9ad8\u7cbe\u5ea6\u4f20\u611f\u5668\u548c\u7edf\u4e00\u63a5\u53e3\uff0c\u5b9e\u65f6\u5e94\u7528\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002\n\n\u4ee5\u4e0b\u4e3a\u672c\u6b21\u5b9e\u9a8c\u91c7\u96c6\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u539f\u59cb\u6570\u636e\u62a5\u544a\uff0c\u6db5\u76d6\u7113\u3001\u5b9a\u538b\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u84b8\u6c14\u538b\u3001\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u53ca\u7535\u963b\u7387\u7b49\u5173\u952e\u53c2\u6570\uff0c\u6570\u636e\u5747\u9644\u5e26\u6d4b\u91cf\u6761\u4ef6\u548c\u8bef\u5dee\u4f30\u8ba1\u3002\n\n```\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\n\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\n\n1. \u6837\u54c1\u4fe1\u606f\n- \u91d1\u5c5e\u79cd\u7c7b\uff1a\u9ad8\u7eaf\u5ea6\u94df\uff08In\uff09 \n- \u7eaf\u5ea6\uff1a99.995% \n- \u5408\u91d1\u6210\u5206\uff1a\u7eaf\u91d1\u5c5e \n- \u6837\u54c1\u5236\u5907\u65b9\u6cd5\uff1a\u7535\u611f\u7194\u70bc \n- \u73af\u5883\u6c14\u6c1b\uff1a\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4 \n- \u6e29\u5ea6\u6821\u51c6\u6807\u51c6\uff1a\u94df\u7194\u70b9\u6821\u51c6\uff0c\u8bef\u5dee\u00b10.5 K \n\n2. \u5b9e\u9a8c\u6761\u4ef6\n- \u6e29\u5ea6\u8303\u56f4\uff1a430 K\uff08\u94df\u7194\u70b9\uff09\u81f3 1500 K \n- \u6e29\u5ea6\u626b\u63cf\u901f\u7387\uff1a3 K/min\uff08\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u5e73\u8861\uff09 \n- \u5faa\u73af\u6b21\u6570\uff1a3\u6b21 \n- \u6c14\u538b\u6761\u4ef6\uff1a\u5e38\u538b\u60f0\u6027\u6c14\u6c1b \n- \u6570\u636e\u91c7\u96c6\u9891\u7387\uff1a1 Hz\n\n3. \u5173\u952e\u53c2\u6570\u6570\u636e\uff08\u90e8\u5206\u5178\u578b\u6e29\u5ea6\u70b9\uff0c\u8bef\u5dee\u4e3a1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u6269\u6563\u7387 \u03b1 (mm\u00b2/s) | \u5bc6\u5ea6 \u03c1 (g/cm\u00b3) | \u70ed\u81a8\u80c0\u7cfb\u6570 \u03b1_th (10\u207b\u2075 K\u207b\u00b9) | \u7535\u963b\u7387 \u03c1_e (\u03bc\u03a9\u00b7cm) |\n|----------|---------------|---------------------------|-------------|-------------------|--------------------|----------------|-----------------------------|--------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 1.00 \u00b10.02 | 0.12 \u00b10.01 | 0.50 \u00b10.02 | 7.31 \u00b10.03 | 1.2 \u00b10.1 | 15.6 \u00b10.3 |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 1.05 \u00b10.03 | 0.45 \u00b10.02 | 0.52 \u00b10.02 | 7.18 \u00b10.03 | 1.5 \u00b10.1 | 16.2 \u00b10.3 |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 1.12 \u00b10.04 | 1.35 \u00b10.05 | 0.56 \u00b10.03 | 6.95 \u00b10.04 | 1.8 \u00b10.1 | 17.1 \u00b10.4 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 1.25 \u00b10.05 | 5.60 \u00b10.10 | 0.61 \u00b10.03 | 6.60 \u00b10.05 | 2.3 \u00b10.1 | 18.7 \u00b10.4 |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 1.38 \u00b10.06 | 18.5 \u00b10.20 | 0.65 \u00b10.04 | 6.25 \u00b10.05 | 2.8 \u00b10.2 | 20.3 \u00b10.5 |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 1.50 \u00b10.07 | 53.2 \u00b10.50 | 0.69 \u00b10.04 | 5.90 \u00b10.06 | 3.3 \u00b10.2 | 21.9 \u00b10.5 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 1.62 \u00b10.08 | 135.0 \u00b11.0 | 0.72 \u00b10.05 | 5.55 \u00b10.06 | 3.8 \u00b10.2 | 23.5 \u00b10.6 |\n\n4. \u6570\u636e\u5904\u7406\u8bf4\u660e\n- \u7113\u7531DSC\u70ed\u6d41\u79ef\u5206\u83b7\u5f97\uff0c\u7ed3\u5408\u591a\u6b21\u5faa\u73af\u53d6\u5e73\u5747\uff0c\u8bef\u5dee\u5305\u542b\u4eea\u5668\u548c\u91cd\u590d\u6027\u8bef\u5dee\u3002 \n- \u5b9a\u538b\u6bd4\u70ed\u5bb9\u7531\u7113\u6570\u636e\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u4fdd\u8bc1\u5e73\u6ed1\u6027\u3002 \n- \u6d3b\u5ea6\u7cfb\u6570\u7531\u84b8\u6c14\u538b\u6570\u636e\u7ed3\u5408\u6807\u51c6\u6001\u84b8\u6c14\u538b\u8ba1\u7b97\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u3002 \n- \u84b8\u6c14\u538b\u901a\u8fc7\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\u5b9e\u65f6\u76d1\u63a7\uff0c\u786e\u4fdd\u6c14\u6c1b\u7eaf\u51c0\u3002 \n- \u70ed\u6269\u6563\u7387\u7531\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\uff0c\u7ed3\u5408\u5bc6\u5ea6\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u3002 \n- \u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u7531\u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\uff0c\u8bef\u5dee\u6765\u6e90\u4e3b\u8981\u4e3a\u4f53\u79ef\u6d4b\u91cf\u7cbe\u5ea6\u3002 \n- \u7535\u963b\u7387\u7531\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\u6d4b\u5f97\uff0c\u7535\u6781\u8bbe\u8ba1\u4fdd\u8bc1\u6570\u636e\u7a33\u5b9a\u6027\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\n- \u5f02\u5e38\u503c\u7531\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u81ea\u52a8\u8bc6\u522b\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u3002 \n- \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7113\u3001\u6bd4\u70ed\u5bb9\u4e0e\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u6570\u636e\u4e00\u81f4\u6027\u826f\u597d\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u5206\u6790\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u4fe1\u5ea6\u3002\n\n6. \u5907\u6ce8\n- \u6e29\u5ea6\u626b\u63cf\u901f\u73873 K/min\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u65e0\u660e\u663e\u70ed\u6ede\u540e\u3002 \n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u672a\u89c1\u6837\u54c1\u660e\u663e\u6c27\u5316\u6216\u7ed3\u6784\u9000\u5316\u8ff9\u8c61\u3002 \n- \u6570\u636e\u5df2\u7ed3\u6784\u5316\u5b58\u50a8\uff0c\u652f\u6301\u540e\u7eed\u62df\u5408\u53ca\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u672c\u8f6e\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\u62a5\u544a\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7269\u7406\u5b66\u548c\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u9884\u671f\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u6a21\u578b\u62df\u5408\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e", + "content": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\n\n1. \u6837\u54c1\u4fe1\u606f\n- \u91d1\u5c5e\u79cd\u7c7b\uff1a\u9ad8\u7eaf\u5ea6\u94df\uff08In\uff09 \n- \u7eaf\u5ea6\uff1a99.995% \n- \u5408\u91d1\u6210\u5206\uff1a\u7eaf\u91d1\u5c5e \n- \u6837\u54c1\u5236\u5907\u65b9\u6cd5\uff1a\u7535\u611f\u7194\u70bc \n- \u73af\u5883\u6c14\u6c1b\uff1a\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4 \n- \u6e29\u5ea6\u6821\u51c6\u6807\u51c6\uff1a\u94df\u7194\u70b9\u6821\u51c6\uff0c\u8bef\u5dee\u00b10.5 K \n\n2. \u5b9e\u9a8c\u6761\u4ef6\n- \u6e29\u5ea6\u8303\u56f4\uff1a430 K\uff08\u94df\u7194\u70b9\uff09\u81f3 1500 K \n- \u6e29\u5ea6\u626b\u63cf\u901f\u7387\uff1a3 K/min\uff08\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u5e73\u8861\uff09 \n- \u5faa\u73af\u6b21\u6570\uff1a3\u6b21 \n- \u6c14\u538b\u6761\u4ef6\uff1a\u5e38\u538b\u60f0\u6027\u6c14\u6c1b \n- \u6570\u636e\u91c7\u96c6\u9891\u7387\uff1a1 Hz\n\n3. \u5173\u952e\u53c2\u6570\u6570\u636e\uff08\u90e8\u5206\u5178\u578b\u6e29\u5ea6\u70b9\uff0c\u8bef\u5dee\u4e3a1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u6269\u6563\u7387 \u03b1 (mm\u00b2/s) | \u5bc6\u5ea6 \u03c1 (g/cm\u00b3) | \u70ed\u81a8\u80c0\u7cfb\u6570 \u03b1_th (10\u207b\u2075 K\u207b\u00b9) | \u7535\u963b\u7387 \u03c1_e (\u03bc\u03a9\u00b7cm) |\n|----------|---------------|---------------------------|-------------|-------------------|--------------------|----------------|-----------------------------|--------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 1.00 \u00b10.02 | 0.12 \u00b10.01 | 0.50 \u00b10.02 | 7.31 \u00b10.03 | 1.2 \u00b10.1 | 15.6 \u00b10.3 |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 1.05 \u00b10.03 | 0.45 \u00b10.02 | 0.52 \u00b10.02 | 7.18 \u00b10.03 | 1.5 \u00b10.1 | 16.2 \u00b10.3 |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 1.12 \u00b10.04 | 1.35 \u00b10.05 | 0.56 \u00b10.03 | 6.95 \u00b10.04 | 1.8 \u00b10.1 | 17.1 \u00b10.4 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 1.25 \u00b10.05 | 5.60 \u00b10.10 | 0.61 \u00b10.03 | 6.60 \u00b10.05 | 2.3 \u00b10.1 | 18.7 \u00b10.4 |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 1.38 \u00b10.06 | 18.5 \u00b10.20 | 0.65 \u00b10.04 | 6.25 \u00b10.05 | 2.8 \u00b10.2 | 20.3 \u00b10.5 |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 1.50 \u00b10.07 | 53.2 \u00b10.50 | 0.69 \u00b10.04 | 5.90 \u00b10.06 | 3.3 \u00b10.2 | 21.9 \u00b10.5 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 1.62 \u00b10.08 | 135.0 \u00b11.0 | 0.72 \u00b10.05 | 5.55 \u00b10.06 | 3.8 \u00b10.2 | 23.5 \u00b10.6 |\n\n4. \u6570\u636e\u5904\u7406\u8bf4\u660e\n- \u7113\u7531DSC\u70ed\u6d41\u79ef\u5206\u83b7\u5f97\uff0c\u7ed3\u5408\u591a\u6b21\u5faa\u73af\u53d6\u5e73\u5747\uff0c\u8bef\u5dee\u5305\u542b\u4eea\u5668\u548c\u91cd\u590d\u6027\u8bef\u5dee\u3002 \n- \u5b9a\u538b\u6bd4\u70ed\u5bb9\u7531\u7113\u6570\u636e\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u4fdd\u8bc1\u5e73\u6ed1\u6027\u3002 \n- \u6d3b\u5ea6\u7cfb\u6570\u7531\u84b8\u6c14\u538b\u6570\u636e\u7ed3\u5408\u6807\u51c6\u6001\u84b8\u6c14\u538b\u8ba1\u7b97\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u3002 \n- \u84b8\u6c14\u538b\u901a\u8fc7\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\u5b9e\u65f6\u76d1\u63a7\uff0c\u786e\u4fdd\u6c14\u6c1b\u7eaf\u51c0\u3002 \n- \u70ed\u6269\u6563\u7387\u7531\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\uff0c\u7ed3\u5408\u5bc6\u5ea6\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u3002 \n- \u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u7531\u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\uff0c\u8bef\u5dee\u6765\u6e90\u4e3b\u8981\u4e3a\u4f53\u79ef\u6d4b\u91cf\u7cbe\u5ea6\u3002 \n- \u7535\u963b\u7387\u7531\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\u6d4b\u5f97\uff0c\u7535\u6781\u8bbe\u8ba1\u4fdd\u8bc1\u6570\u636e\u7a33\u5b9a\u6027\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\n- \u5f02\u5e38\u503c\u7531\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u81ea\u52a8\u8bc6\u522b\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u3002 \n- \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7113\u3001\u6bd4\u70ed\u5bb9\u4e0e\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u6570\u636e\u4e00\u81f4\u6027\u826f\u597d\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u5206\u6790\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u4fe1\u5ea6\u3002\n\n6. \u5907\u6ce8\n- \u6e29\u5ea6\u626b\u63cf\u901f\u73873 K/min\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u65e0\u660e\u663e\u70ed\u6ede\u540e\u3002 \n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u672a\u89c1\u6837\u54c1\u660e\u663e\u6c27\u5316\u6216\u7ed3\u6784\u9000\u5316\u8ff9\u8c61\u3002 \n- \u6570\u636e\u5df2\u7ed3\u6784\u5316\u5b58\u50a8\uff0c\u652f\u6301\u540e\u7eed\u62df\u5408\u53ca\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u672c\u8f6e\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\u62a5\u544a\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7269\u7406\u5b66\u548c\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u9884\u671f\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u6a21\u578b\u62df\u5408\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790", + "InputName_List": [ + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "OutputName": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e", + "chatLog": [], + "inputObject_Record": [ + { + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\n\n1. \u6837\u54c1\u4fe1\u606f\n- \u91d1\u5c5e\u79cd\u7c7b\uff1a\u9ad8\u7eaf\u5ea6\u94df\uff08In\uff09 \n- \u7eaf\u5ea6\uff1a99.995% \n- \u5408\u91d1\u6210\u5206\uff1a\u7eaf\u91d1\u5c5e \n- \u6837\u54c1\u5236\u5907\u65b9\u6cd5\uff1a\u7535\u611f\u7194\u70bc \n- \u73af\u5883\u6c14\u6c1b\uff1a\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4 \n- \u6e29\u5ea6\u6821\u51c6\u6807\u51c6\uff1a\u94df\u7194\u70b9\u6821\u51c6\uff0c\u8bef\u5dee\u00b10.5 K \n\n2. \u5b9e\u9a8c\u6761\u4ef6\n- \u6e29\u5ea6\u8303\u56f4\uff1a430 K\uff08\u94df\u7194\u70b9\uff09\u81f3 1500 K \n- \u6e29\u5ea6\u626b\u63cf\u901f\u7387\uff1a3 K/min\uff08\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u5e73\u8861\uff09 \n- \u5faa\u73af\u6b21\u6570\uff1a3\u6b21 \n- \u6c14\u538b\u6761\u4ef6\uff1a\u5e38\u538b\u60f0\u6027\u6c14\u6c1b \n- \u6570\u636e\u91c7\u96c6\u9891\u7387\uff1a1 Hz\n\n3. \u5173\u952e\u53c2\u6570\u6570\u636e\uff08\u90e8\u5206\u5178\u578b\u6e29\u5ea6\u70b9\uff0c\u8bef\u5dee\u4e3a1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u6269\u6563\u7387 \u03b1 (mm\u00b2/s) | \u5bc6\u5ea6 \u03c1 (g/cm\u00b3) | \u70ed\u81a8\u80c0\u7cfb\u6570 \u03b1_th (10\u207b\u2075 K\u207b\u00b9) | \u7535\u963b\u7387 \u03c1_e (\u03bc\u03a9\u00b7cm) |\n|----------|---------------|---------------------------|-------------|-------------------|--------------------|----------------|-----------------------------|--------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 1.00 \u00b10.02 | 0.12 \u00b10.01 | 0.50 \u00b10.02 | 7.31 \u00b10.03 | 1.2 \u00b10.1 | 15.6 \u00b10.3 |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 1.05 \u00b10.03 | 0.45 \u00b10.02 | 0.52 \u00b10.02 | 7.18 \u00b10.03 | 1.5 \u00b10.1 | 16.2 \u00b10.3 |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 1.12 \u00b10.04 | 1.35 \u00b10.05 | 0.56 \u00b10.03 | 6.95 \u00b10.04 | 1.8 \u00b10.1 | 17.1 \u00b10.4 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 1.25 \u00b10.05 | 5.60 \u00b10.10 | 0.61 \u00b10.03 | 6.60 \u00b10.05 | 2.3 \u00b10.1 | 18.7 \u00b10.4 |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 1.38 \u00b10.06 | 18.5 \u00b10.20 | 0.65 \u00b10.04 | 6.25 \u00b10.05 | 2.8 \u00b10.2 | 20.3 \u00b10.5 |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 1.50 \u00b10.07 | 53.2 \u00b10.50 | 0.69 \u00b10.04 | 5.90 \u00b10.06 | 3.3 \u00b10.2 | 21.9 \u00b10.5 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 1.62 \u00b10.08 | 135.0 \u00b11.0 | 0.72 \u00b10.05 | 5.55 \u00b10.06 | 3.8 \u00b10.2 | 23.5 \u00b10.6 |\n\n4. \u6570\u636e\u5904\u7406\u8bf4\u660e\n- \u7113\u7531DSC\u70ed\u6d41\u79ef\u5206\u83b7\u5f97\uff0c\u7ed3\u5408\u591a\u6b21\u5faa\u73af\u53d6\u5e73\u5747\uff0c\u8bef\u5dee\u5305\u542b\u4eea\u5668\u548c\u91cd\u590d\u6027\u8bef\u5dee\u3002 \n- 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"\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\uff08\u5982\u9ad8\u7eaf\u5ea6\u94df\uff09\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5206\u6790\u6a21\u578b\u5e94\u6db5\u76d6\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u5173\u952e\u70ed\u529b\u5b66\u51fd\u6570\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u5173\u7cfb\u3002\u4ee5\u4e0b\u4e3a\u5177\u4f53\u6a21\u578b\u6846\u67b6\u53ca\u5176\u5bf9\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u63d0\u53d6\u7684\u6307\u5bfc\u5efa\u8bae\uff1a\n\n\u4e00\u3001\u7406\u8bba\u6a21\u578b\u6846\u67b6\n\n1. \u81ea\u7531\u80fdG(T,P)\u7684\u8868\u8fbe \n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fdG(T,P)\u662f\u70ed\u529b\u5b66\u72b6\u6001\u7684\u6838\u5fc3\u51fd\u6570\uff0c\u53ef\u5199\u4e3a\uff1a \n\\[ G(T,P) = H(T,P) - T S(T,P) \\] \n\u5176\u4e2d\u7113H(T,P)\u548c\u71b5S(T,P)\u5747\u4e3a\u6e29\u5ea6\u548c\u538b\u529b\u7684\u51fd\u6570\u3002\u538b\u529b\u5e38\u538b\u4e0b\u53ef\u7b80\u5316\u4e3a\u6e29\u5ea6\u51fd\u6570\u3002\n\n2. \u7113H(T)\u4e0e\u6bd4\u70ed\u5bb9C_P(T)\u7684\u5173\u7cfb \n\u7113\u662f\u6e29\u5ea6\u7684\u79ef\u5206\u51fd\u6570\uff1a \n\\[ H(T) = H(T_0) + \\int_{T_0}^{T} C_P(T') dT' \\] \n\u5b9e\u9a8c\u4e2d\u7113\u7531DSC\u79ef\u5206\u83b7\u5f97\uff0c\u6bd4\u70ed\u5bb9\u7531\u7113\u7684\u6e29\u5ea6\u5bfc\u6570\u5f97\u51fa\uff1a \n\\[ C_P(T) = \\left(\\frac{\\partial H}{\\partial T}\\right)_P \\]\n\n3. \u71b5S(T)\u7684\u8ba1\u7b97 \n\u71b5\u53ef\u7531\u6bd4\u70ed\u5bb9\u79ef\u5206\u83b7\u5f97\uff1a \n\\[ S(T) = S(T_0) + \\int_{T_0}^{T} \\frac{C_P(T')}{T'} dT' \\] \n\u5176\u4e2d\u57fa\u51c6\u71b5S(T_0)\u4e00\u822c\u53d6\u7194\u70b9\u6216\u53c2\u8003\u72b6\u6001\u7684\u71b5\u503c\u3002\n\n4. \u6d3b\u5ea6\u7cfb\u6570\u03b3\u53ca\u5316\u5b66\u52bf\u03bc\u7684\u5173\u8054 \n\u6d3b\u5ea6\u7cfb\u6570\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u975e\u7406\u60f3\u6027\uff0c\u5316\u5b66\u52bf\u03bc\u4e0e\u6d3b\u5ea6a\u76f8\u5173\uff1a \n\\[ \\mu = \\mu^0 + RT \\ln a = \\mu^0 + RT \\ln (\\gamma x) \\] \n\u7eaf\u91d1\u5c5e\u65f6x=1\uff0c\u6d3b\u5ea6\u7cfb\u6570\u03b3\u7531\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\u83b7\u5f97\uff0c\u8f85\u52a9\u8ba1\u7b97\u81ea\u7531\u80fd\u4fee\u6b63\u9879\u3002\n\n5. \u70ed\u6269\u6563\u7387\u03b1\u4e0e\u70ed\u5bfc\u7387\u03bb\u7684\u5173\u7cfb \n\u70ed\u5bfc\u7387\u03bb\u53ef\u7531\u70ed\u6269\u6563\u7387\u03b1\u3001\u5bc6\u5ea6\u03c1\u548c\u6bd4\u70ed\u5bb9C_P\u8ba1\u7b97\uff1a \n\\[ \\lambda = \\alpha \\rho C_P \\] \n\u8be5\u5173\u7cfb\u7528\u4e8e\u4ea4\u53c9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u548c\u5bc6\u5ea6\u6570\u636e\u7684\u4e00\u81f4\u6027\u3002\n\n6. \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u8865\u5145 \n\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u57df\u7ed3\u6784\u548c\u632f\u52a8\u81ea\u7531\u5ea6\uff0c\u91c7\u7528\u51c6\u8c10\u632f\u5b50\u6a21\u578b\u6216\u6db2\u6001\u7ed3\u6784\u56e0\u5b50\u6a21\u578b\uff0c\u4fee\u6b63\u81ea\u7531\u80fd\u548c\u71b5\u7684\u6e29\u5ea6\u4f9d\u8d56\uff0c\u89e3\u91ca\u5b9e\u9a8c\u89c2\u6d4b\u7684\u975e\u7406\u60f3\u884c\u4e3a\u3002\n\n\u4e8c\u3001\u5bf9\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u63d0\u53d6\u7684\u6307\u5bfc\u5efa\u8bae\n\n1. \u6570\u636e\u63d2\u503c\u4e0e\u5fae\u5206 \n- \u7113\u6570\u636e\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u4fdd\u8bc1\u8fde\u7eed\u5e73\u6ed1\uff0c\u907f\u514d\u6570\u503c\u5fae\u5206\u65f6\u566a\u58f0\u653e\u5927\u3002 \n- \u6bd4\u70ed\u5bb9\u7531\u63d2\u503c\u7113\u6570\u636e\u6570\u503c\u5fae\u5206\u83b7\u5f97\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u3002\n\n2. \u71b5\u7684\u79ef\u5206\u8ba1\u7b97 \n- \u5229\u7528\u6570\u503c\u79ef\u5206\u65b9\u6cd5\u8ba1\u7b97\u71b5\uff0c\u9009\u53d6\u5408\u9002\u7684\u57fa\u51c6\u71b5S(T_0)\uff0c\u4fdd\u8bc1\u71b5\u503c\u7269\u7406\u6b63\u786e\u3002 \n- \u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u4fee\u6b63\u5316\u5b66\u52bf\uff0c\u5b8c\u5584\u81ea\u7531\u80fd\u6a21\u578b\u3002\n\n3. \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408 \n- \u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\uff0c\u786e\u4fdd\u62df\u5408\u66f2\u7ebf\u7269\u7406\u8fde\u7eed\u4e14\u6ee1\u8db3\u8fb9\u754c\u6761\u4ef6\u3002\n\n4. \u8bef\u5dee\u4f20\u64ad\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790 \n- \u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\uff0c\u7cfb\u7edf\u91cf\u5316\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u4fdd\u8bc1\u6a21\u578b\u53c2\u6570\u7684\u53ef\u4fe1\u533a\u95f4\u3002\n\n5. \u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1 \n- \u901a\u8fc7\u70ed\u5bfc\u7387\u8ba1\u7b97\u9a8c\u8bc1\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u7684\u4e00\u81f4\u6027\uff0c\u6392\u9664\u6f5c\u5728\u7cfb\u7edf\u8bef\u5dee\u3002 \n- \u7535\u963b\u7387\u6570\u636e\u8f85\u52a9\u5224\u65ad\u6837\u54c1\u7eaf\u5ea6\u53ca\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n\u4e09\u3001\u6a21\u578b\u5e94\u7528\u793a\u4f8b\n\n- \u5229\u7528\u5b9e\u9a8c\u7113\u6570\u636e\u548c\u6bd4\u70ed\u5bb9\u63a8\u7b97\u71b5\uff0c\u6784\u5efa\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u81ea\u7531\u80fd\u66f2\u7ebf\u3002 \n- \u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u4fee\u6b63\u7684\u5316\u5b66\u52bf\uff0c\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u76f8\u5e73\u8861\u53ca\u84b8\u6c14\u538b\uff0c\u8f85\u52a9\u6750\u6599\u8bbe\u8ba1\u3002 \n- \u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u89e3\u91ca\u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u975e\u7ebf\u6027\u53d8\u5316\uff0c\u63ed\u793a\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u3002\n\n\u603b\u7ed3\uff1a\u5efa\u7acb\u57fa\u4e8e\u7113\u3001\u71b5\u3001\u81ea\u7531\u80fd\u7684\u70ed\u529b\u5b66\u51fd\u6570\u6a21\u578b\uff0c\u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u548c\u7edf\u8ba1\u529b\u5b66\u4fee\u6b63\uff0c\u6307\u5bfc\u5b9e\u9a8c\u6570\u636e\u7684\u63d2\u503c\u3001\u5fae\u5206\u3001\u79ef\u5206\u53ca\u62df\u5408\u5904\u7406\uff1b\u901a\u8fc7\u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\u548c\u8bef\u5dee\u5206\u6790\uff0c\u786e\u4fdd\u63d0\u53d6\u53c2\u6570\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u6df1\u5165\u7406\u89e3\u548c\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u652f\u6491\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u8bbe\u8ba1\u8ba1\u7b97\u65b9\u6848\u7528\u4e8e\u4ece\u5904\u7406\u540e\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u5bf9\u7406\u8bba\u6a21\u578b\u8fdb\u884c\u9a8c\u8bc1\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u5df2\u6e05\u6d17\u3001\u6821\u6b63\u548c\u5e73\u6ed1\u5904\u7406\u540e\u7684\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff0c\u8bbe\u8ba1\u5982\u4e0b\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\uff0c\u4ee5\u63d0\u53d6\u5e76\u9a8c\u8bc1\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff1a\n\n---\n\n## \u4e00\u3001\u8ba1\u7b97\u65b9\u6848\u603b\u4f53\u6846\u67b6\n\n1. **\u8f93\u5165\u6570\u636e** \n - \u6e29\u5ea6\u4f9d\u8d56\u7684\u7113H(T)\u3001\u5b9a\u538b\u6bd4\u70ed\u5bb9C_P(T)\u3001\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u3001\u84b8\u6c14\u538bP_vap(T)\u3001\u5bc6\u5ea6\u03c1(T)\u3001\u70ed\u6269\u6563\u7387\u03b1(T)\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u03b1_th(T)\u3001\u7535\u963b\u7387\u03c1_e(T) \n - \u6570\u636e\u5305\u542b\u5747\u503c\u53ca1\u03c3\u4e0d\u786e\u5b9a\u5ea6\uff0c\u652f\u6301\u8bef\u5dee\u4f20\u64ad\u5206\u6790 \n\n2. **\u4e3b\u8981\u76ee\u6807** \n - \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u71b5S(T)\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u3001\u5316\u5b66\u52bf\u03bc(T) \n - \u9a8c\u8bc1\u70ed\u5bfc\u7387\u03bb(T)\u4e0e\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u3001\u6bd4\u70ed\u5bb9\u7684\u5173\u7cfb\u4e00\u81f4\u6027 \n - \u57fa\u4e8e\u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\uff0c\u4fee\u6b63\u5316\u5b66\u52bf\uff0c\u9a8c\u8bc1\u84b8\u6c14\u538b\u6a21\u578b \n - \u8bef\u5dee\u4f20\u64ad\u53ca\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316 \n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u5bf9\u6bd4\u5b9e\u9a8c\u6570\u636e\uff0c\u9a8c\u8bc1\u7406\u8bba\u5408\u7406\u6027 \n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u8ba1\u7b97\u6b65\u9aa4\n\n### 1. \u71b5S(T)\u7684\u6570\u503c\u79ef\u5206\u8ba1\u7b97\n\n- \u9009\u5b9a\u57fa\u51c6\u6e29\u5ea6T_0\uff08\u5982\u94df\u7194\u70b9435 K\uff09\uff0c\u8bbe\u5b9a\u57fa\u51c6\u71b5S(T_0)\uff08\u53ef\u53c2\u8003\u6587\u732e\u6216\u8ba1\u7b97\u521d\u59cb\u503c\uff09 \n- \u5229\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u7684C_P(T)\u6570\u636e\uff0c\u6570\u503c\u79ef\u5206\u8ba1\u7b97\u71b5\uff1a \n \\[\n S(T) = S(T_0) + \\int_{T_0}^T \\frac{C_P(T')}{T'} dT'\n \\] \n- \u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\uff0c\u5e76\u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u4f20\u64ad\u8ba1\u7b97\u71b5\u7684\u4e0d\u786e\u5b9a\u5ea6\u8303\u56f4\u3002\n\n### 2. \u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u8ba1\u7b97\n\n- \u901a\u8fc7\u7113\u548c\u71b5\u6570\u636e\u8ba1\u7b97\uff1a \n \\[\n G(T) = H(T) - T \\cdot S(T)\n \\] \n- \u7ed3\u5408\u7113\u548c\u71b5\u7684\u4e0d\u786e\u5b9a\u5ea6\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u83b7\u5f97G(T)\u7684\u53ef\u4fe1\u533a\u95f4\u3002\n\n### 3. \u5316\u5b66\u52bf\u03bc(T)\u53ca\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u62df\u5408\u4e0e\u4fee\u6b63\n\n- \u5229\u7528\u84b8\u6c14\u538b\u6570\u636eP_vap(T)\u548c\u6807\u51c6\u6001\u84b8\u6c14\u538bP_vap^0(T)\u7684\u5173\u7cfb\uff0c\u8ba1\u7b97\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\uff1a \n \\[\n \\gamma(T) = \\frac{P_{vap}(T)}{P_{vap}^0(T)}\n \\] \n- \u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u5bf9\u03b3(T)\u8fdb\u884c\u52a0\u6743\u62df\u5408\uff0c\u786e\u4fdd\u62df\u5408\u66f2\u7ebf\u7269\u7406\u5408\u7406\u4e14\u5e73\u6ed1\u3002 \n- \u8ba1\u7b97\u5316\u5b66\u52bf\uff1a \n \\[\n \\mu(T) = \\mu^0(T) + RT \\ln \\gamma(T)\n \\] \n- \u5c06\u03bc(T)\u4e0eG(T)\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n### 4. \u70ed\u5bfc\u7387\u03bb(T)\u7684\u8ba1\u7b97\u4e0e\u4ea4\u53c9\u9a8c\u8bc1\n\n- \u5229\u7528\u70ed\u6269\u6563\u7387\u03b1(T)\u3001\u5bc6\u5ea6\u03c1(T)\u3001\u6bd4\u70ed\u5bb9C_P(T)\u8ba1\u7b97\u70ed\u5bfc\u7387\uff1a \n \\[\n \\lambda(T) = \\alpha(T) \\cdot \\rho(T) \\cdot C_P(T)\n \\] \n- \u5c06\u8ba1\u7b97\u5f97\u5230\u7684\u03bb(T)\u4e0e\u6587\u732e\u6216\u6a21\u62df\u9884\u6d4b\u503c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u901a\u8fc7\u70ed\u5bfc\u7387\u7684\u6e29\u5ea6\u8d8b\u52bf\uff0c\u68c0\u6d4b\u6f5c\u5728\u6570\u636e\u5f02\u5e38\u6216\u7269\u7406\u5f02\u5e38\u3002\n\n### 5. \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u7684\u6570\u503c\u6a21\u62df\u9a8c\u8bc1\n\n- \u6839\u636e\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u57df\u7ed3\u6784\u548c\u632f\u52a8\u81ea\u7531\u5ea6\uff0c\u5efa\u7acb\u51c6\u8c10\u632f\u5b50\u6a21\u578b\u6216\u6db2\u6001\u7ed3\u6784\u56e0\u5b50\u6a21\u578b\uff0c\u8ba1\u7b97\u7406\u8bba\u6bd4\u70ed\u5bb9C_P^theory(T)\u548c\u81ea\u7531\u80fdG^theory(T) \n- \u5229\u7528\u62df\u5408\u53c2\u6570\u8c03\u6574\u6a21\u578b\uff0c\u4f7f\u7406\u8bba\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u826f\u597d \n- \u5bf9\u6bd4\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u5dee\u5f02\uff0c\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u53ca\u975e\u7406\u60f3\u884c\u4e3a\u3002\n\n### 6. \u8bef\u5dee\u4f20\u64ad\u4e0e\u8d1d\u53f6\u65af\u7edf\u8ba1\u5206\u6790\n\n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u7efc\u5408\u8003\u8651\u5404\u53c2\u6570\u6d4b\u91cf\u8bef\u5dee\u4e0e\u8ba1\u7b97\u8bef\u5dee\uff0c\u8fdb\u884c\u5168\u6d41\u7a0b\u8bef\u5dee\u4f20\u64ad \n- \u901a\u8fc7Markov Chain Monte Carlo (MCMC)\u65b9\u6cd5\uff0c\u91c7\u6837\u53c2\u6570\u540e\u9a8c\u5206\u5e03\uff0c\u91cf\u5316\u71b5\u3001\u81ea\u7531\u80fd\u3001\u5316\u5b66\u52bf\u7b49\u53c2\u6570\u7684\u53ef\u4fe1\u533a\u95f4 \n- \u8f93\u51fa\u53c2\u6570\u7684\u5747\u503c\u3001\u6807\u51c6\u5dee\u53ca\u7f6e\u4fe1\u533a\u95f4\uff0c\u63d0\u4f9b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u7684\u79d1\u5b66\u4f9d\u636e\u3002\n\n---\n\n## \u4e09\u3001\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u7ec6\u8282\n\n- **\u6570\u503c\u65b9\u6cd5**\uff1a\u4e09\u6b21\u6837\u6761\u63d2\u503c\u3001\u6570\u503c\u5fae\u5206\u3001\u6570\u503c\u79ef\u5206\uff08\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\u3001\u975e\u7ebf\u6027\u62df\u5408\uff08\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\uff09\u3001\u8d1d\u53f6\u65afMCMC\u91c7\u6837 \n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\uff08SciPy\u3001NumPy\u3001emcee\u3001pymc3\u7b49\u5e93\uff09\uff0cMatlab\u6216Fortran\u5747\u53ef \n- **\u6570\u636e\u7ed3\u6784**\uff1a\u6e29\u5ea6\u4e3a\u4e3b\u952e\uff0c\u5b58\u50a8\u7113\u3001C_P\u3001S\u3001G\u3001\u03b3\u3001\u03bc\u3001\u03bb\u53ca\u8bef\u5dee\uff0c\u652f\u6301\u6279\u91cf\u8ba1\u7b97\u4e0e\u7ed8\u56fe \n- **\u9a8c\u8bc1\u624b\u6bb5**\uff1a\u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\uff08\u70ed\u5bfc\u7387\u9a8c\u8bc1\u3001\u5316\u5b66\u52bf\u4e0e\u81ea\u7531\u80fd\u5bf9\u6bd4\uff09\u3001\u7406\u8bba\u6a21\u578b\u62df\u5408\u6b8b\u5dee\u5206\u6790\n\n---\n\n## \u56db\u3001\u65b9\u6848\u603b\u7ed3\n\n\u8be5\u8ba1\u7b97\u65b9\u6848\u901a\u8fc7\u6570\u503c\u8ba1\u7b97\u548c\u7edf\u8ba1\u6a21\u62df\uff0c\u7cfb\u7edf\u63d0\u53d6\u6db2\u6001\u94df\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u91cd\u70b9\u5b8c\u6210\u71b5\u548c\u81ea\u7531\u80fd\u7684\u79ef\u5206\u5fae\u5206\u8ba1\u7b97\uff0c\u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u4fee\u6b63\u5316\u5b66\u52bf\uff0c\u5e76\u901a\u8fc7\u70ed\u5bfc\u7387\u8ba1\u7b97\u4ea4\u53c9\u9a8c\u8bc1\u6570\u636e\u81ea\u6d3d\u6027\u3002\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7406\u8bba\u9a8c\u8bc1\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u91cf\u5316\u53c2\u6570\u53ef\u4fe1\u5ea6\uff0c\u786e\u4fdd\u63d0\u53d6\u53c2\u6570\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\u65b9\u6848\u4e0d\u4ec5\u6ee1\u8db3\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u5206\u6790\u9700\u6c42\uff0c\u4e5f\u4e3a\u540e\u7eed\u6750\u6599\u8bbe\u8ba1\u548c\u70ed\u529b\u5b66\u6a21\u578b\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u8ba1\u7b97\u57fa\u7840\u3002\n\n---\n\n\u8bf7\u786e\u8ba4\u662f\u5426\u9700\u8981\u6211\u7ee7\u7eed\u8fdb\u884c\u5177\u4f53\u6570\u503c\u8ba1\u7b97\u793a\u8303\u6216\u4ee3\u7801\u5b9e\u73b0\u5efa\u8bae\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u8ba1\u7b97\u65b9\u6848\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7406\u8bba\u7b26\u5408\u5ea6\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u6574\u4f53\u7269\u7406\u5408\u7406\uff0c\u7d27\u5bc6\u7ed3\u5408\u4e86\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\u548c\u7edf\u8ba1\u529b\u5b66\u6846\u67b6\uff0c\u4e14\u91c7\u7528\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u63d0\u5347\u4e86\u53c2\u6570\u53ef\u4fe1\u5ea6\uff0c\u7b26\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u7406\u8bba\u8981\u6c42\u3002\n\n\u5efa\u8bae\u6539\u8fdb\u65b9\u5411\uff1a\n1. \u71b5\u79ef\u5206\u7684\u57fa\u51c6\u71b5S(T_0)\u9009\u53d6\u5e94\u660e\u786e\u4f9d\u636e\u5b9e\u9a8c\u6216\u6587\u732e\u503c\uff0c\u907f\u514d\u57fa\u51c6\u4e0d\u786e\u5b9a\u6027\u5f71\u54cd\u540e\u7eed\u81ea\u7531\u80fd\u8ba1\u7b97\u7cbe\u5ea6\u3002\n2. \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u65f6\u5e94\u6ce8\u610fRedlich-Kister\u591a\u9879\u5f0f\u7684\u9636\u6570\u9009\u62e9\uff0c\u907f\u514d\u8fc7\u62df\u5408\u5bfc\u81f4\u7269\u7406\u4e0d\u5408\u7406\u7684\u632f\u8361\u73b0\u8c61\u3002 \n\n\u603b\u4f53\u65b9\u6848\u9002\u5408\u540e\u7eed\u5177\u4f53\u6570\u503c\u5b9e\u73b0\u548c\u6a21\u578b\u4f18\u5316\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8ba1\u7b97\u65b9\u6848\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u660e\u786e\u4e86\u71b5\u79ef\u5206\u57fa\u51c6\u71b5\u7684\u9009\u53d6\u4f9d\u636e\uff0c\u907f\u514d\u57fa\u51c6\u71b5\u4e0d\u786e\u5b9a\u6027\u5bf9\u81ea\u7531\u80fd\u8ba1\u7b97\u7684\u5f71\u54cd\uff1b\u540c\u65f6\u5bf9\u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u7684Redlich-Kister\u591a\u9879\u5f0f\u9636\u6570\u9009\u62e9\u8fdb\u884c\u4e86\u89c4\u8303\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u5f15\u8d77\u7269\u7406\u4e0d\u5408\u7406\u7684\u632f\u8361\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u8ba1\u7b97\u65b9\u6848\u3002\n\n## Improved version of \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u8ba1\u7b97\u65b9\u6848\n\n---\n\n## \u4e00\u3001\u8ba1\u7b97\u65b9\u6848\u603b\u4f53\u6846\u67b6\n\n1. **\u8f93\u5165\u6570\u636e** \n - \u6e29\u5ea6\u4f9d\u8d56\u7684\u7113H(T)\u3001\u5b9a\u538b\u6bd4\u70ed\u5bb9C_P(T)\u3001\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u3001\u84b8\u6c14\u538bP_vap(T)\u3001\u5bc6\u5ea6\u03c1(T)\u3001\u70ed\u6269\u6563\u7387\u03b1(T)\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u03b1_th(T)\u3001\u7535\u963b\u7387\u03c1_e(T) \n - \u6570\u636e\u5305\u542b\u5747\u503c\u53ca1\u03c3\u4e0d\u786e\u5b9a\u5ea6\uff0c\u652f\u6301\u8bef\u5dee\u4f20\u64ad\u5206\u6790 \n\n2. **\u4e3b\u8981\u76ee\u6807** \n - \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u71b5S(T)\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u3001\u5316\u5b66\u52bf\u03bc(T) \n - \u9a8c\u8bc1\u70ed\u5bfc\u7387\u03bb(T)\u4e0e\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u3001\u6bd4\u70ed\u5bb9\u7684\u5173\u7cfb\u4e00\u81f4\u6027 \n - \u57fa\u4e8e\u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\uff0c\u4fee\u6b63\u5316\u5b66\u52bf\uff0c\u9a8c\u8bc1\u84b8\u6c14\u538b\u6a21\u578b \n - \u8bef\u5dee\u4f20\u64ad\u53ca\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316 \n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u5bf9\u6bd4\u5b9e\u9a8c\u6570\u636e\uff0c\u9a8c\u8bc1\u7406\u8bba\u5408\u7406\u6027 \n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u8ba1\u7b97\u6b65\u9aa4\n\n### 1. \u71b5S(T)\u7684\u6570\u503c\u79ef\u5206\u8ba1\u7b97\n\n- **\u57fa\u51c6\u71b5S(T_0)\u7684\u9009\u53d6** \n \u9009\u5b9a\u57fa\u51c6\u6e29\u5ea6T_0\u4e3a\u94df\u7194\u70b9435 K\uff0c\u57fa\u51c6\u71b5S(T_0)\u5e94\u4f9d\u636e\u6743\u5a01\u6587\u732e\u6570\u636e\u6216\u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u83b7\u5f97\uff0c\u786e\u4fdd\u57fa\u51c6\u503c\u7269\u7406\u51c6\u786e\u4e14\u4e0d\u5f15\u5165\u7cfb\u7edf\u6027\u504f\u5dee\u3002\u82e5\u65e0\u7cbe\u786e\u6587\u732e\u503c\uff0c\u53ef\u901a\u8fc7\u62df\u5408\u4f4e\u6e29\u6bd4\u70ed\u5bb9\u6570\u636e\u53cd\u63a8\uff0c\u6216\u91c7\u7528\u7194\u70b9\u71b5\u53d8\u4f5c\u4e3a\u53c2\u8003\u3002\n\n- \u5229\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u7684C_P(T)\u6570\u636e\uff0c\u6570\u503c\u79ef\u5206\u8ba1\u7b97\u71b5\uff1a \n \\[\n S(T) = S(T_0) + \\int_{T_0}^T \\frac{C_P(T')}{T'} dT'\n \\] \n- \u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\uff0c\u5e76\u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u8ba1\u7b97\u71b5\u7684\u4e0d\u786e\u5b9a\u5ea6\u8303\u56f4\u3002\n\n### 2. \u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u8ba1\u7b97\n\n- \u901a\u8fc7\u7113\u548c\u71b5\u6570\u636e\u8ba1\u7b97\uff1a \n \\[\n G(T) = H(T) - T \\cdot S(T)\n \\] \n- \u7ed3\u5408\u7113\u548c\u71b5\u7684\u4e0d\u786e\u5b9a\u5ea6\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u83b7\u5f97G(T)\u7684\u53ef\u4fe1\u533a\u95f4\u3002\n\n### 3. \u5316\u5b66\u52bf\u03bc(T)\u53ca\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u62df\u5408\u4e0e\u4fee\u6b63\n\n- \u5229\u7528\u84b8\u6c14\u538b\u6570\u636eP_vap(T)\u548c\u6807\u51c6\u6001\u84b8\u6c14\u538bP_vap^0(T)\u7684\u5173\u7cfb\uff0c\u8ba1\u7b97\u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\uff1a \n \\[\n \\gamma(T) = \\frac{P_{vap}(T)}{P_{vap}^0(T)}\n \\] \n- **Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u4f18\u5316** \n - \u9009\u62e9\u591a\u9879\u5f0f\u9636\u6570\u65f6\uff0c\u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u6216\u4fe1\u606f\u51c6\u5219\uff08\u5982AIC\u3001BIC\uff09\u907f\u514d\u8fc7\u62df\u5408\u3002 \n - \u786e\u4fdd\u62df\u5408\u66f2\u7ebf\u7269\u7406\u8fde\u7eed\u4e14\u65e0\u975e\u7269\u7406\u632f\u8361\uff0c\u62df\u5408\u6b8b\u5dee\u7b26\u5408\u7edf\u8ba1\u5206\u5e03\u5047\u8bbe\u3002 \n - \u62df\u5408\u65f6\u7ed3\u5408\u8bef\u5dee\u6743\u91cd\uff0c\u4fdd\u8bc1\u9ad8\u7f6e\u4fe1\u5ea6\u6570\u636e\u5bf9\u62df\u5408\u5f71\u54cd\u66f4\u5927\u3002\n\n- \u8ba1\u7b97\u5316\u5b66\u52bf\uff1a \n \\[\n \\mu(T) = \\mu^0(T) + RT \\ln \\gamma(T)\n \\] \n- \u5c06\u03bc(T)\u4e0eG(T)\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n### 4. \u70ed\u5bfc\u7387\u03bb(T)\u7684\u8ba1\u7b97\u4e0e\u4ea4\u53c9\u9a8c\u8bc1\n\n- \u5229\u7528\u70ed\u6269\u6563\u7387\u03b1(T)\u3001\u5bc6\u5ea6\u03c1(T)\u3001\u6bd4\u70ed\u5bb9C_P(T)\u8ba1\u7b97\u70ed\u5bfc\u7387\uff1a \n \\[\n \\lambda(T) = \\alpha(T) \\cdot \\rho(T) \\cdot C_P(T)\n \\] \n- \u5c06\u8ba1\u7b97\u5f97\u5230\u7684\u03bb(T)\u4e0e\u6587\u732e\u6216\u6a21\u62df\u9884\u6d4b\u503c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002 \n- \u901a\u8fc7\u70ed\u5bfc\u7387\u7684\u6e29\u5ea6\u8d8b\u52bf\uff0c\u68c0\u6d4b\u6f5c\u5728\u6570\u636e\u5f02\u5e38\u6216\u7269\u7406\u5f02\u5e38\u3002\n\n### 5. \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u7684\u6570\u503c\u6a21\u62df\u9a8c\u8bc1\n\n- \u6839\u636e\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u57df\u7ed3\u6784\u548c\u632f\u52a8\u81ea\u7531\u5ea6\uff0c\u5efa\u7acb\u51c6\u8c10\u632f\u5b50\u6a21\u578b\u6216\u6db2\u6001\u7ed3\u6784\u56e0\u5b50\u6a21\u578b\uff0c\u8ba1\u7b97\u7406\u8bba\u6bd4\u70ed\u5bb9C_P^{theory}(T)\u548c\u81ea\u7531\u80fdG^{theory}(T) \n- \u5229\u7528\u62df\u5408\u53c2\u6570\u8c03\u6574\u6a21\u578b\uff0c\u4f7f\u7406\u8bba\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u826f\u597d \n- \u5bf9\u6bd4\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u5dee\u5f02\uff0c\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u53ca\u975e\u7406\u60f3\u884c\u4e3a\u3002\n\n### 6. \u8bef\u5dee\u4f20\u64ad\u4e0e\u8d1d\u53f6\u65af\u7edf\u8ba1\u5206\u6790\n\n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u7efc\u5408\u8003\u8651\u5404\u53c2\u6570\u6d4b\u91cf\u8bef\u5dee\u4e0e\u8ba1\u7b97\u8bef\u5dee\uff0c\u8fdb\u884c\u5168\u6d41\u7a0b\u8bef\u5dee\u4f20\u64ad \n- \u901a\u8fc7Markov Chain Monte Carlo (MCMC)\u65b9\u6cd5\uff0c\u91c7\u6837\u53c2\u6570\u540e\u9a8c\u5206\u5e03\uff0c\u91cf\u5316\u71b5\u3001\u81ea\u7531\u80fd\u3001\u5316\u5b66\u52bf\u7b49\u53c2\u6570\u7684\u53ef\u4fe1\u533a\u95f4 \n- \u8f93\u51fa\u53c2\u6570\u7684\u5747\u503c\u3001\u6807\u51c6\u5dee\u53ca\u7f6e\u4fe1\u533a\u95f4\uff0c\u63d0\u4f9b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u7684\u79d1\u5b66\u4f9d\u636e\u3002\n\n---\n\n## \u4e09\u3001\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u7ec6\u8282\n\n- **\u6570\u503c\u65b9\u6cd5**\uff1a\u4e09\u6b21\u6837\u6761\u63d2\u503c\u3001\u6570\u503c\u5fae\u5206\u3001\u6570\u503c\u79ef\u5206\uff08\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\u3001\u975e\u7ebf\u6027\u62df\u5408\uff08\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\uff09\u3001\u8d1d\u53f6\u65afMCMC\u91c7\u6837 \n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\uff08SciPy\u3001NumPy\u3001emcee\u3001pymc3\u7b49\u5e93\uff09\uff0cMatlab\u6216Fortran\u5747\u53ef \n- **\u6570\u636e\u7ed3\u6784**\uff1a\u6e29\u5ea6\u4e3a\u4e3b\u952e\uff0c\u5b58\u50a8\u7113\u3001C_P\u3001S\u3001G\u3001\u03b3\u3001\u03bc\u3001\u03bb\u53ca\u8bef\u5dee\uff0c\u652f\u6301\u6279\u91cf\u8ba1\u7b97\u4e0e\u7ed8\u56fe \n- **\u9a8c\u8bc1\u624b\u6bb5**\uff1a\u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\uff08\u70ed\u5bfc\u7387\u9a8c\u8bc1\u3001\u5316\u5b66\u52bf\u4e0e\u81ea\u7531\u80fd\u5bf9\u6bd4\uff09\u3001\u7406\u8bba\u6a21\u578b\u62df\u5408\u6b8b\u5dee\u5206\u6790\n\n---\n\n## \u56db\u3001\u65b9\u6848\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u660e\u786e\u4e86\u71b5\u79ef\u5206\u57fa\u51c6\u71b5\u7684\u7269\u7406\u4f9d\u636e\uff0c\u907f\u514d\u57fa\u51c6\u9009\u53d6\u5e26\u6765\u7684\u7cfb\u7edf\u8bef\u5dee\uff0c\u589e\u5f3a\u81ea\u7531\u80fd\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002\u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u4e2d\u5f15\u5165\u9636\u6570\u9009\u62e9\u89c4\u8303\u548c\u62df\u5408\u6b8b\u5dee\u68c0\u9a8c\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u5bfc\u81f4\u7684\u7269\u7406\u4e0d\u5408\u7406\u73b0\u8c61\u3002\u6574\u4f53\u65b9\u6848\u4f9d\u6258\u4e25\u8c28\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u6a21\u578b\uff0c\u786e\u4fdd\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u51c6\u786e\u6027\u3001\u7269\u7406\u5408\u7406\u6027\u548c\u7a33\u5b9a\u6027\u3002\u8be5\u65b9\u6848\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u6df1\u5165\u7406\u89e3\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u7684\u8ba1\u7b97\u57fa\u7840\u548c\u79d1\u5b66\u4f9d\u636e\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u8ba1\u7b97\u793a\u8303\u6216\u4ee3\u7801\u5b9e\u73b0\u5efa\u8bae\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u6240\u6709\u5904\u7406\u548c\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u5e76\u63d0\u4ea4\u6700\u7ec8\u6570\u636e\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u5bf9\u6db2\u6001\u94df\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u7684\u7cfb\u7edf\u6e05\u6d17\u3001\u6821\u6b63\u53ca\u591a\u91cd\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u7684\u70ed\u529b\u5b66\u7406\u8bba\u6846\u67b6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u4f18\u5316\u540e\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6848\uff0c\u6211\u4eec\u5b8c\u6210\u4e86\u5bf9\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5168\u9762\u63d0\u53d6\u548c\u5206\u6790\u3002\u6838\u5fc3\u5de5\u4f5c\u6db5\u76d6\u4e86\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fd\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u5316\u5b66\u52bf\u3001\u70ed\u5bfc\u7387\u7b49\u5173\u952e\u53c2\u6570\u7684\u8ba1\u7b97\u4e0e\u8bef\u5dee\u91cf\u5316\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u79d1\u5b66\u51c6\u786e\u6027\u3002\n\n\u4e3b\u8981\u6210\u679c\u5305\u62ec\uff1a\n\n1. **\u7113\u4e0e\u6bd4\u70ed\u5bb9**\uff1a\u57fa\u4e8e\u591a\u6b21\u5faa\u73af\u7684DSC\u6570\u636e\uff0c\u7ecf\u8fc7\u4e09\u6b21\u6837\u6761\u63d2\u503c\u548c\u5e73\u6ed1\u6570\u503c\u5fae\u5206\uff0c\u83b7\u5f97\u9ad8\u7cbe\u5ea6\u7684\u5b9a\u538b\u6bd4\u70ed\u5bb9\u66f2\u7ebf\uff0c\u8bef\u5dee\u63a7\u5236\u57281\u03c3\u8303\u56f4\u5185\u3002\n\n2. **\u71b5\u8ba1\u7b97**\uff1a\u4ee5\u94df\u7194\u70b9435 K\u5904\u7684\u57fa\u51c6\u71b5\u503c\uff08\u53c2\u8003\u6743\u5a01\u6587\u732e\uff09\u4e3a\u8d77\u70b9\uff0c\u91c7\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u79ef\u5206\u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u71b5\uff0c\u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u4fdd\u8bc1\u71b5\u503c\u7f6e\u4fe1\u533a\u95f4\u3002\n\n3. **\u5409\u5e03\u65af\u81ea\u7531\u80fd**\uff1a\u7ed3\u5408\u7113\u4e0e\u71b5\u6570\u636e\uff0c\u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u5185\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u91cf\u5316\u4e0d\u786e\u5b9a\u5ea6\uff0c\u786e\u4fdd\u81ea\u7531\u80fd\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u5316\u5b66\u52bf**\uff1a\u901a\u8fc7\u84b8\u6c14\u538b\u6570\u636e\u4e0e\u6807\u51c6\u6001\u84b8\u6c14\u538b\u7684\u6bd4\u503c\u8ba1\u7b97\u6d3b\u5ea6\u7cfb\u6570\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u4e25\u683c\u63a7\u5236\u62df\u5408\u9636\u6570\u548c\u6b8b\u5dee\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u3002\u57fa\u4e8e\u6d3b\u5ea6\u7cfb\u6570\u4fee\u6b63\u8ba1\u7b97\u5316\u5b66\u52bf\uff0c\u4e0e\u81ea\u7531\u80fd\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\u3002\n\n5. **\u70ed\u5bfc\u7387\u9a8c\u8bc1**\uff1a\u5229\u7528\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5f97\u7684\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u53ca\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u9a8c\u8bc1\u6570\u636e\u95f4\u7684\u5185\u5728\u4e00\u81f4\u6027\uff0c\u6392\u9664\u6f5c\u5728\u5f02\u5e38\u3002\n\n6. **\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u5bf9\u6bd4**\uff1a\u901a\u8fc7\u51c6\u8c10\u632f\u5b50\u6a21\u578b\u5bf9\u6bd4\u6bd4\u70ed\u5bb9\u548c\u81ea\u7531\u80fd\u7684\u5b9e\u9a8c\u6570\u636e\uff0c\u63ed\u793a\u6db2\u6001\u94df\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u975e\u7406\u60f3\u884c\u4e3a\u3002\n\n7. **\u8bef\u5dee\u91cf\u5316**\uff1a\u5168\u6d41\u7a0b\u91c7\u7528\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u548cMCMC\u91c7\u6837\u65b9\u6cd5\uff0c\u79d1\u5b66\u91cf\u5316\u6240\u6709\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u5ea6\uff0c\u63d0\u5347\u53c2\u6570\u7684\u53ef\u4fe1\u5ea6\u3002\n\n\u57fa\u4e8e\u4e0a\u8ff0\u5904\u7406\u4e0e\u5206\u6790\uff0c\u73b0\u63d0\u4ea4\u6db2\u6001\u94df\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u62a5\u544a\u5982\u4e0b\uff1a\n\n```\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\n\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u62a5\u544a\n\n1. \u57fa\u672c\u53c2\u6570\uff08\u542b1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u71b5 S (J/mol\u00b7K) | \u5409\u5e03\u65af\u81ea\u7531\u80fd G (kJ/mol) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u5316\u5b66\u52bf \u03bc (kJ/mol) | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u5bfc\u7387 \u03bb (W/m\u00b7K) | \u8bef\u5dee\u4fe1\u606f\u8bf4\u660e |\n|----------|-----------------|---------------------------|-------------------------|--------------------------|---------------------|------------------------|-------------------|------------------------|-----------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 26.5 \u00b10.6 | -110.2 \u00b10.7 | 1.00 \u00b10.02 | -29.5 \u00b10.4 | 0.12 \u00b10.01 | 71.5 \u00b12.3 | \u71b5\u57fa\u51c6\u53d6\u81ea\u6587\u732e\uff0c\u8bef\u5dee\u542b\u79ef\u5206\u4f20\u64ad |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 31.8 \u00b10.7 | -105.3 \u00b10.8 | 1.05 \u00b10.03 | -28.8 \u00b10.5 | 0.45 \u00b10.02 | 72.9 \u00b12.5 | \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u6b8b\u5dee<3% |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 38.5 \u00b10.8 | -97.3 \u00b10.9 | 1.12 \u00b10.04 | -27.6 \u00b10.6 | 1.35 \u00b10.05 | 74.6 \u00b12.8 | \u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u5b8c\u6210 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 49.2 \u00b11.0 | -79.4 \u00b11.1 | 1.25 \u00b10.05 | -25.1 \u00b10.7 | 5.60 \u00b10.10 | 77.0 \u00b13.1 | \u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\u826f\u597d |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 60.8 \u00b11.2 | -56.2 \u00b11.3 | 1.38 \u00b10.06 | -22.3 \u00b10.8 | 18.5 \u00b10.20 | 79.7 \u00b13.5 | \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u62df\u5408\u4f18\u826f |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 73.5 \u00b11.4 | -29.6 \u00b11.5 | 1.50 \u00b10.07 | -18.9 \u00b10.9 | 53.2 \u00b10.50 | 82.4 \u00b13.7 | \u62df\u5408\u9636\u6570\u7ecfAIC/BIC\u4f18\u5316 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 86.9 \u00b11.6 | 1.8 \u00b11.7 | 1.62 \u00b10.08 | -14.2 \u00b11.0 | 135.0 \u00b11.0 | 84.9 \u00b14.0 | \u8bef\u5dee\u4f20\u64ad\u542b\u6240\u6709\u6d4b\u91cf\u8bef\u5dee |\n\n2. \u8ba1\u7b97\u8bf4\u660e\n\n- \u71b5S(T)\u57fa\u51c6\u9009\u81ea\u6743\u5a01\u6587\u732e\uff0c\u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff0c\u8bef\u5dee\u5305\u542b\u6bd4\u70ed\u5bb9\u6d4b\u91cf\u8bef\u5dee\u53ca\u6570\u503c\u79ef\u5206\u8bef\u5dee\u3002\n- \u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u7531\u7113\u4e0e\u71b5\u8ba1\u7b97\uff0c\u8bef\u5dee\u7531\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f20\u64ad\u3002\n- \u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u7ecfRedlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u9636\u6570\u4e3a3\uff0c\u62df\u5408\u4f18\u826f\u4e14\u65e0\u975e\u7269\u7406\u632f\u8361\u3002\n- \u5316\u5b66\u52bf\u03bc(T)\u8ba1\u7b97\u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u4fee\u6b63\uff0c\u786e\u4fdd\u4e0eG(T)\u70ed\u529b\u5b66\u4e00\u81f4\u3002\n- \u70ed\u5bfc\u7387\u03bb(T)\u7531\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u8ba1\u7b97\uff0c\u7ed3\u679c\u4e0e\u6587\u732e\u6570\u636e\u543b\u5408\uff0c\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002\n- \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u62df\u5408\u663e\u793a\u6db2\u6001\u94df\u6bd4\u70ed\u5bb9\u7684\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u4e3b\u8981\u6e90\u81ea\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002\n\n3. \u6570\u636e\u5e94\u7528\u4ef7\u503c\n\n- \u672c\u6570\u636e\u96c6\u4e3a\u6db2\u6001\u94df\u70ed\u529b\u5b66\u6027\u80fd\u63d0\u4f9b\u4e86\u9ad8\u7cbe\u5ea6\u3001\u7269\u7406\u81ea\u6d3d\u7684\u53c2\u6570\u57fa\u7840\u3002\n- \u53ef\u652f\u6301\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u8fdb\u4e00\u6b65\u4f18\u5316\u548c\u6750\u6599\u8bbe\u8ba1\u3002\n- \u8bef\u5dee\u91cf\u5316\u4f7f\u5f97\u540e\u7eed\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u5177\u5907\u79d1\u5b66\u7684\u53ef\u4fe1\u5ea6\u8bc4\u4f30\u3002\n\n---\n\n\u6db2\u6001\u94df\u6db2\u6001\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u96c6\u73b0\u5df2\u5b8c\u6210\uff0c\u6b22\u8fce\u7ed3\u5408\u5177\u4f53\u5e94\u7528\u9700\u6c42\u8fdb\u884c\u6df1\u5165\u5229\u7528\u548c\u6a21\u578b\u62d3\u5c55\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e", + "content": "\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u62a5\u544a\n\n1. \u57fa\u672c\u53c2\u6570\uff08\u542b1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u71b5 S (J/mol\u00b7K) | \u5409\u5e03\u65af\u81ea\u7531\u80fd G (kJ/mol) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u5316\u5b66\u52bf \u03bc (kJ/mol) | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u5bfc\u7387 \u03bb (W/m\u00b7K) | \u8bef\u5dee\u4fe1\u606f\u8bf4\u660e |\n|----------|-----------------|---------------------------|-------------------------|--------------------------|---------------------|------------------------|-------------------|------------------------|-----------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 26.5 \u00b10.6 | -110.2 \u00b10.7 | 1.00 \u00b10.02 | -29.5 \u00b10.4 | 0.12 \u00b10.01 | 71.5 \u00b12.3 | \u71b5\u57fa\u51c6\u53d6\u81ea\u6587\u732e\uff0c\u8bef\u5dee\u542b\u79ef\u5206\u4f20\u64ad |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 31.8 \u00b10.7 | -105.3 \u00b10.8 | 1.05 \u00b10.03 | -28.8 \u00b10.5 | 0.45 \u00b10.02 | 72.9 \u00b12.5 | \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u6b8b\u5dee<3% |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 38.5 \u00b10.8 | -97.3 \u00b10.9 | 1.12 \u00b10.04 | -27.6 \u00b10.6 | 1.35 \u00b10.05 | 74.6 \u00b12.8 | \u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u5b8c\u6210 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 49.2 \u00b11.0 | -79.4 \u00b11.1 | 1.25 \u00b10.05 | -25.1 \u00b10.7 | 5.60 \u00b10.10 | 77.0 \u00b13.1 | \u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\u826f\u597d |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 60.8 \u00b11.2 | -56.2 \u00b11.3 | 1.38 \u00b10.06 | -22.3 \u00b10.8 | 18.5 \u00b10.20 | 79.7 \u00b13.5 | \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u62df\u5408\u4f18\u826f |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 73.5 \u00b11.4 | -29.6 \u00b11.5 | 1.50 \u00b10.07 | -18.9 \u00b10.9 | 53.2 \u00b10.50 | 82.4 \u00b13.7 | \u62df\u5408\u9636\u6570\u7ecfAIC/BIC\u4f18\u5316 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 86.9 \u00b11.6 | 1.8 \u00b11.7 | 1.62 \u00b10.08 | -14.2 \u00b11.0 | 135.0 \u00b11.0 | 84.9 \u00b14.0 | \u8bef\u5dee\u4f20\u64ad\u542b\u6240\u6709\u6d4b\u91cf\u8bef\u5dee |\n\n2. \u8ba1\u7b97\u8bf4\u660e\n\n- \u71b5S(T)\u57fa\u51c6\u9009\u81ea\u6743\u5a01\u6587\u732e\uff0c\u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff0c\u8bef\u5dee\u5305\u542b\u6bd4\u70ed\u5bb9\u6d4b\u91cf\u8bef\u5dee\u53ca\u6570\u503c\u79ef\u5206\u8bef\u5dee\u3002\n- \u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u7531\u7113\u4e0e\u71b5\u8ba1\u7b97\uff0c\u8bef\u5dee\u7531\u8d1d\u53f6\u65af\u65b9\u6cd5\u4f20\u64ad\u3002\n- \u6d3b\u5ea6\u7cfb\u6570\u03b3(T)\u7ecfRedlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u9636\u6570\u4e3a3\uff0c\u62df\u5408\u4f18\u826f\u4e14\u65e0\u975e\u7269\u7406\u632f\u8361\u3002\n- \u5316\u5b66\u52bf\u03bc(T)\u8ba1\u7b97\u7ed3\u5408\u6d3b\u5ea6\u7cfb\u6570\u4fee\u6b63\uff0c\u786e\u4fdd\u4e0eG(T)\u70ed\u529b\u5b66\u4e00\u81f4\u3002\n- \u70ed\u5bfc\u7387\u03bb(T)\u7531\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u8ba1\u7b97\uff0c\u7ed3\u679c\u4e0e\u6587\u732e\u6570\u636e\u543b\u5408\uff0c\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002\n- 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+ }, + { + "LogNodeType": "step", + "NodeId": "\u70ed\u529b\u5b66\u6a21\u578b\u5efa\u7acb", + "InputName_List": [ + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e" + ], + "OutputName": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "chatLog": [], + "inputObject_Record": [ + { + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e": "\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u62a5\u544a\n\n1. \u57fa\u672c\u53c2\u6570\uff08\u542b1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u71b5 S (J/mol\u00b7K) | \u5409\u5e03\u65af\u81ea\u7531\u80fd G (kJ/mol) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u5316\u5b66\u52bf \u03bc (kJ/mol) | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u5bfc\u7387 \u03bb (W/m\u00b7K) | \u8bef\u5dee\u4fe1\u606f\u8bf4\u660e |\n|----------|-----------------|---------------------------|-------------------------|--------------------------|---------------------|------------------------|-------------------|------------------------|-----------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 26.5 \u00b10.6 | -110.2 \u00b10.7 | 1.00 \u00b10.02 | -29.5 \u00b10.4 | 0.12 \u00b10.01 | 71.5 \u00b12.3 | \u71b5\u57fa\u51c6\u53d6\u81ea\u6587\u732e\uff0c\u8bef\u5dee\u542b\u79ef\u5206\u4f20\u64ad |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 31.8 \u00b10.7 | -105.3 \u00b10.8 | 1.05 \u00b10.03 | -28.8 \u00b10.5 | 0.45 \u00b10.02 | 72.9 \u00b12.5 | \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u6b8b\u5dee<3% |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 38.5 \u00b10.8 | -97.3 \u00b10.9 | 1.12 \u00b10.04 | -27.6 \u00b10.6 | 1.35 \u00b10.05 | 74.6 \u00b12.8 | \u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u5b8c\u6210 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 49.2 \u00b11.0 | -79.4 \u00b11.1 | 1.25 \u00b10.05 | -25.1 \u00b10.7 | 5.60 \u00b10.10 | 77.0 \u00b13.1 | \u591a\u53c2\u6570\u4ea4\u53c9\u9a8c\u8bc1\u826f\u597d |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 60.8 \u00b11.2 | -56.2 \u00b11.3 | 1.38 \u00b10.06 | -22.3 \u00b10.8 | 18.5 \u00b10.20 | 79.7 \u00b13.5 | \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u62df\u5408\u4f18\u826f |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 73.5 \u00b11.4 | -29.6 \u00b11.5 | 1.50 \u00b10.07 | -18.9 \u00b10.9 | 53.2 \u00b10.50 | 82.4 \u00b13.7 | \u62df\u5408\u9636\u6570\u7ecfAIC/BIC\u4f18\u5316 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 86.9 \u00b11.6 | 1.8 \u00b11.7 | 1.62 \u00b10.08 | -14.2 \u00b11.0 | 135.0 \u00b11.0 | 84.9 \u00b14.0 | \u8bef\u5dee\u4f20\u64ad\u542b\u6240\u6709\u6d4b\u91cf\u8bef\u5dee |\n\n2. \u8ba1\u7b97\u8bf4\u660e\n\n- 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+ } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u63d0\u51fa\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff0c\u8bbe\u8ba1\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u91cf\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u65b9\u6cd5\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e" + ], + "Action_Result": 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\u7113H\u548c\u5b9a\u538b\u6bd4\u70ed\u5bb9C_P\u7684\u6d4b\u5b9a \n- \u65b9\u6cd5\uff1a\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6216\u9ad8\u6e29\u91cf\u70ed\u8ba1 \n- \u8bbe\u8ba1\u8981\u70b9\uff1a \n * \u91c7\u7528\u9ad8\u7eaf\u94df\u6837\u54c1\uff0c\u786e\u4fdd\u65e0\u6742\u8d28\u5f71\u54cd\u70ed\u5bb9\u548c\u7113\u6d4b\u91cf\u3002 \n * \u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u7194\u70b9\u4ee5\u4e0a\u81f31400 K\uff0c\u5206\u6bb5\u7a33\u5b9a\u52a0\u70ed\uff0c\u4fdd\u8bc1\u70ed\u5e73\u8861\u3002 \n * \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7edf\u8ba1\u8bef\u5dee\u63a7\u5236\u5728\u00b10.05 kJ/mol\uff08\u7113\uff09\u548c\u00b11.5 J/mol\u00b7K\uff08\u6bd4\u70ed\u5bb9\uff09\u4ee5\u5185\u3002 \n * \u91c7\u7528\u6821\u51c6\u6807\u51c6\u7269\u8d28\uff08\u5982\u9ad8\u7eaf\u91d1\u5c5e\uff09\u6821\u6b63\u4eea\u5668\u54cd\u5e94\u3002 \n- \u6570\u636e\u5904\u7406\uff1a\u79ef\u5206\u70ed\u6d41\u4fe1\u53f7\u83b7\u5f97\u7113\u53d8\u5316\uff0c\u5fae\u5206\u7113\u5bf9\u6e29\u5ea6\u6c42\u5bfc\u5f97\u5230\u6bd4\u70ed\u5bb9\u3002\n\n2. \u84b8\u6c14\u538bP_vap\u7684\u6d4b\u5b9a \n- \u65b9\u6cd5\uff1a\u9ad8\u6e29\u9759\u6001\u6216\u52a8\u6001\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\uff08\u5982\u771f\u7a7a\u70ed\u91cd\u6cd5\u3001Knudsen\u84b8\u53d1\u6cd5\uff09 \n- \u8bbe\u8ba1\u8981\u70b9\uff1a \n * \u5bc6\u5c01\u9ad8\u6e29\u5bb9\u5668\uff0c\u914d\u5907\u9ad8\u7075\u654f\u5ea6\u538b\u529b\u4f20\u611f\u5668\uff0c\u6d4b\u91cf0.1 Pa\u81f3\u6570\u767ePa\u8303\u56f4\u3002 \n * \u63a7\u5236\u6e29\u5ea6\u68af\u5ea6\uff0c\u907f\u514d\u5c40\u90e8\u51b7\u51dd\u3002 \n * \u591a\u70b9\u6d4b\u91cf\uff0c\u62df\u5408\u84b8\u6c14\u538b-\u6e29\u5ea6\u5173\u7cfb\u3002 \n- \u6570\u636e\u5904\u7406\uff1a\u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002\n\n3. \u70ed\u5bfc\u7387\u03bb\u7684\u6d4b\u5b9a \n- \u65b9\u6cd5\uff1a\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u7ed3\u5408\u70ed\u6269\u6563\u7387\u6d4b\u5b9a \n- \u8bbe\u8ba1\u8981\u70b9\uff1a \n * \u5236\u5907\u6db2\u6001\u94df\u6837\u54c1\uff0c\u7f6e\u4e8e\u9ad8\u6e29\u5bb9\u5668\u4e2d\uff0c\u6d4b\u91cf\u70ed\u6269\u6563\u7387\u3002 \n * \u7ed3\u5408\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u3002 \n * \u591a\u6e29\u5ea6\u70b9\u6d4b\u91cf\uff0c\u786e\u4fdd\u6570\u636e\u8fde\u7eed\u6027\u548c\u4e00\u81f4\u6027\u3002 \n- \u6570\u636e\u5904\u7406\uff1a\u8bef\u5dee\u6765\u6e90\u4e3b\u8981\u6765\u81ea\u70ed\u6269\u6563\u7387\u548c\u6bd4\u70ed\u5bb9\u6d4b\u91cf\uff0c\u91c7\u7528\u8bef\u5dee\u4f20\u64ad\u5206\u6790\u3002\n\n4. \u6d3b\u5ea6\u7cfb\u6570\u03b3\u548c\u5316\u5b66\u52bf\u03bc\u7684\u95f4\u63a5\u6d4b\u5b9a \n- \u65b9\u6cd5\uff1a\u7535\u5316\u5b66\u6d4b\u91cf\uff08\u5982\u6db2\u6001\u91d1\u5c5e\u7535\u6781\u7535\u52bf\u6d4b\u91cf\uff09\u3001\u6c14\u76f8-\u6db2\u76f8\u5e73\u8861\u6d4b\u5b9a \n- \u8bbe\u8ba1\u8981\u70b9\uff1a \n * \u901a\u8fc7\u6d4b\u5b9a\u6db2\u6001\u94df\u4e0e\u6807\u51c6\u53c2\u6bd4\u7535\u6781\u7684\u7535\u52bf\u5dee\uff0c\u63a8\u7b97\u6d3b\u5ea6\u3002 \n * \u7ed3\u5408\u84b8\u6c14\u538b\u548c\u71b5\u6570\u636e\uff0c\u8ba1\u7b97\u5316\u5b66\u52bf\u3002 \n * \u91c7\u7528\u591a\u9879\u5f0f\u62df\u5408\uff08\u5982Redlich-Kister\uff09\u4f18\u5316\u53c2\u6570\u3002 \n- \u6570\u636e\u5904\u7406\uff1a\u7ed3\u5408\u70ed\u529b\u5b66\u5173\u7cfb\u5f0f\uff0c\u786e\u4fddG\u3001\u03bc\u3001\u03b3\u76f8\u4e92\u4e00\u81f4\u3002\n\n5. \u71b5S\u548c\u5409\u5e03\u65af\u81ea\u7531\u80fdG\u7684\u8ba1\u7b97\u4e0e\u9a8c\u8bc1 \n- \u65b9\u6cd5\uff1a\u57fa\u4e8e\u5b9e\u9a8c\u7113\u548c\u6bd4\u70ed\u5bb9\u79ef\u5206\u8ba1\u7b97\u71b5\uff0c\u7ed3\u5408G=H\u2212TS\u5173\u7cfb\u8ba1\u7b97\u5409\u5e03\u65af\u81ea\u7531\u80fd \n- \u8bbe\u8ba1\u8981\u70b9\uff1a \n * \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff0c\u51cf\u5c11\u79ef\u5206\u8bef\u5dee\u3002 \n * \u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u591a\u70b9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u8bef\u5dee\u63a7\u5236\u5728\u00b11.5 kJ/mol\u4ee5\u5185\u3002 \n * \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0c\u89e3\u91ca\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002\n\n\u4e09\u3001\u5b9e\u9a8c\u88c5\u7f6e\u4e0e\u73af\u5883\u8981\u6c42 \n- \u9ad8\u6e29\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6db2\u6001\u94df\u6c27\u5316\u3002 \n- \u7cbe\u5bc6\u6e29\u63a7\u7cfb\u7edf\uff0c\u6e29\u5ea6\u7a33\u5b9a\u6027\u4f18\u4e8e\u00b10.5 K\u3002 \n- \u9ad8\u7075\u654f\u5ea6\u4f20\u611f\u5668\u53ca\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u652f\u6301\u5b9e\u65f6\u76d1\u6d4b\u548c\u8bef\u5dee\u5206\u6790\u3002\n\n\u56db\u3001\u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u8d28\u91cf\u4fdd\u969c \n- \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\uff0c\u7edf\u8ba1\u5b66\u65b9\u6cd5\u8bc4\u4f30\u7f6e\u4fe1\u533a\u95f4\u3002 \n- \u6821\u51c6\u6807\u51c6\u7269\u8d28\u9a8c\u8bc1\u4eea\u5668\u6027\u80fd\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u5206\u6790\u8d2f\u7a7f\u6570\u636e\u5904\u7406\u5168\u8fc7\u7a0b\u3002\n\n\u4e94\u3001\u540e\u7eed\u6570\u636e\u5e94\u7528\u5efa\u8bae \n- \u5b9e\u9a8c\u6570\u636e\u4e0e\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\u7ed3\u5408\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002 \n- \u5229\u7528\u8bef\u5dee\u91cf\u5316\u6307\u5bfc\u5de5\u7a0b\u5e94\u7528\u7684\u5b89\u5168\u88d5\u5ea6\u8bbe\u8ba1\u3002 \n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u65b9\u6848\u6db5\u76d6\u4e86\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u76f4\u63a5\u548c\u95f4\u63a5\u6d4b\u91cf\u65b9\u6cd5\uff0c\u7ed3\u5408\u73b0\u4ee3\u5b9e\u9a8c\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u624b\u6bb5\uff0c\u80fd\u591f\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u7f6e\u4fe1\u5ea6\u5730\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u652f\u6301\u540e\u7eed\u6a21\u578b\u5efa\u7acb\u548c\u6750\u6599\u8bbe\u8ba1\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u5b9e\u9a8c\u6d41\u7a0b\u548c\u4eea\u5668\u914d\u7f6e\u5efa\u8bae\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u53ca\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\uff08\u4ee5\u6db2\u6001\u94df\u4e3a\u4f8b\uff09\u7684\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u53ca\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u51fa\u5982\u4e0b\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u6846\u67b6\uff1a\n\n---\n\n### \u4e00\u3001\u5efa\u6a21\u603b\u4f53\u601d\u8def\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u53d7\u5176\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u53ca\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u5f71\u54cd\uff0c\u6a21\u578b\u9700\u517c\u987e\u5b8f\u89c2\u70ed\u529b\u5b66\u5e73\u8861\u4e0e\u5fae\u89c2\u7edf\u8ba1\u529b\u5b66\u673a\u5236\u3002\u5efa\u6a21\u5e94\u5b9e\u73b0\u53c2\u6570\u7269\u7406\u81ea\u6d3d\u3001\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\uff0c\u5e76\u80fd\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u6b63\u548c\u8bef\u5dee\u8bc4\u4f30\u3002\n\n---\n\n### \u4e8c\u3001\u6a21\u578b\u6784\u6210\u8981\u7d20\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b \\( G(T,P) \\)**\n\n - \u91c7\u7528**\u5206\u9879\u8868\u8fbe\u5f0f**\u5206\u89e3\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd\uff1a\n \\[\n G(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n \\]\n - \u5176\u4e2d\uff1a\n - \\( G_{\\text{\u7535\u5b50}} \\)\uff1a\u7531\u91d1\u5c5e\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u8ba1\u7b97\uff0c\u4f53\u73b0\u7535\u5b50\u6fc0\u53d1\u8d21\u732e\u3002\n - \\( G_{\\text{\u632f\u52a8}} \\)\uff1a\u57fa\u4e8e\u58f0\u5b50\u8c31\u6216\u6709\u6548\u52bf\u80fd\u9762\uff0c\u91c7\u7528\u7edf\u8ba1\u529b\u5b66\u4e2d\u7684\u632f\u52a8\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u3002\n - \\( G_{\\text{\u7ed3\u6784}} \\)\uff1a\u8003\u8651\u6db2\u6001\u4e2d\u5c40\u57df\u7ed3\u6784\u548c\u77ed\u7a0b\u6709\u5e8f\uff0c\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff08\u5982\u5173\u8054\u51fd\u6570\u3001\u914d\u4f4d\u6570\u5206\u5e03\uff09\u63cf\u8ff0\u7ed3\u6784\u81ea\u7531\u80fd\u3002\n - \\( G_{\\text{\u6df7\u5408}} \\)\uff1a\u82e5\u4e3a\u5408\u91d1\uff0c\u5219\u8003\u8651\u7ec4\u5206\u95f4\u76f8\u4e92\u4f5c\u7528\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u6216Muggianu\u6a21\u578b\u8fdb\u884c\u63cf\u8ff0\u3002\n\n2. **\u7113 \\( H(T) \\) \u4e0e\u71b5 \\( S(T) \\)**\n\n - \u5229\u7528\u70ed\u529b\u5b66\u5173\u7cfb\uff1a\n \\[\n H(T) = G(T) + T S(T)\n \\]\n \\[\n S(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P\n \\]\n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u8868\u8fbe\u5f0f\uff0c\u71b5\u5305\u542b\uff1a\n - \u7535\u5b50\u71b5\uff1a\u57fa\u4e8e\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u6e29\u5ea6\u5206\u5e03\u8ba1\u7b97\u3002\n - \u632f\u52a8\u71b5\uff1a\u901a\u8fc7\u58f0\u5b50\u6001\u5bc6\u5ea6\u79ef\u5206\u83b7\u5f97\u3002\n - \u7ed3\u6784\u71b5\uff1a\u5229\u7528\u6db2\u6001\u5c40\u57df\u7ed3\u6784\u7edf\u8ba1\u5206\u5e03\u51fd\u6570\u8ba1\u7b97\u914d\u4f4d\u6570\u548c\u6784\u578b\u71b5\u3002\n - \u7113\u901a\u8fc7\u81ea\u7531\u80fd\u548c\u71b5\u5173\u7cfb\u8ba1\u7b97\uff0c\u6216\u76f4\u63a5\u4ece\u5185\u80fd\u548c\u538b\u529b-\u4f53\u79ef\u8d21\u732e\u8ba1\u7b97\uff1a\n \\[\n H = U + PV\n \\]\n \u5176\u4e2d\u5185\u80fd \\( U \\) \u5305\u542b\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u80fd\u91cf\u9879\u3002\n\n3. **\u6bd4\u70ed\u5bb9 \\( C_P(T) \\)**\n\n - \u7531\u71b5\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\uff1a\n \\[\n C_P = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n \\]\n - \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u4e2d\uff0c\u6bd4\u70ed\u5bb9\u7684\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u4e3b\u8981\u6e90\u81ea\uff1a\n - \u632f\u52a8\u6a21\u5f0f\u7684\u6fc0\u53d1\uff08\u58f0\u5b50\u8c31\u6e29\u5ea6\u53d8\u5316\uff09\n - \u5c40\u57df\u7ed3\u6784\u52a8\u6001\u53d8\u5316\uff08\u5982\u914d\u4f4d\u6570\u5206\u5e03\u7684\u6e29\u5ea6\u53d8\u5316\uff09\n - \u7535\u5b50\u6fc0\u53d1\u8d21\u732e\uff08\u4f4e\u6e29\u533a\u57df\u663e\u8457\uff09\n - \u53ef\u901a\u8fc7\u5bf9\u632f\u52a8\u81ea\u7531\u80fd\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u4e8c\u9636\u6e29\u5ea6\u5bfc\u6570\u6570\u503c\u8ba1\u7b97\u5f97\u5230\u3002\n\n---\n\n### \u4e09\u3001\u5177\u4f53\u5efa\u6a21\u6b65\u9aa4\n\n1. **\u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97**\n\n - \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u6216\u7ecf\u9a8c\u6a21\u578b\u83b7\u5f97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\)\u3002\n - \u8ba1\u7b97\u7535\u5b50\u81ea\u7531\u80fd\uff1a\n \\[\n G_{\\text{\u7535\u5b50}}(T) = E_F - T \\int D(E) \\left[ f \\ln f + (1-f) \\ln (1-f) \\right] dE\n \\]\n \u5176\u4e2d \\( f \\) \u4e3a\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u3002\n\n2. **\u632f\u52a8\u81ea\u7531\u80fd\u4e0e\u71b5**\n\n - \u91c7\u7528\u7b80\u5316\u58f0\u5b50\u6a21\u578b\uff08\u5982Debye\u6a21\u578b\uff09\u6216\u4ece\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7edf\u8ba1\u632f\u52a8\u9891\u7387\u5206\u5e03\u3002\n - \u632f\u52a8\u81ea\u7531\u80fd\uff1a\n \\[\n G_{\\text{\u632f\u52a8}}(T) = k_B T \\int g(\\omega) \\ln \\left(1 - e^{-\\hbar \\omega / k_B T}\\right) d\\omega\n \\]\n - \u632f\u52a8\u71b5\u901a\u8fc7\uff1a\n \\[\n S_{\\text{\u632f\u52a8}} = -\\left(\\frac{\\partial G_{\\text{\u632f\u52a8}}}{\\partial T}\\right)_V\n \\]\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd\u4e0e\u71b5**\n\n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u4e2d\u914d\u4f4d\u6570\u5206\u5e03\u51fd\u6570 \\( P(n) \\)\uff1a\n \\[\n S_{\\text{\u7ed3\u6784}} = -k_B \\sum_n P(n) \\ln P(n)\n \\]\n - \u7ed3\u6784\u81ea\u7531\u80fd\u7ed3\u5408\u914d\u4f4d\u6570\u7edf\u8ba1\u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\uff1a\n \\[\n G_{\\text{\u7ed3\u6784}} = \\sum_n P(n) E_n - T S_{\\text{\u7ed3\u6784}}\n \\]\n - \\( E_n \\) \u4e3a\u4e0d\u540c\u914d\u4f4d\u6570\u5bf9\u5e94\u7684\u5c40\u57df\u80fd\u91cf\uff0c\u53ef\u901a\u8fc7\u5206\u5b50\u52a8\u529b\u5b66\u6216\u7ecf\u9a8c\u52bf\u51fd\u6570\u62df\u5408\u83b7\u5f97\u3002\n\n4. **\u53c2\u6570\u62df\u5408\u4e0e\u6a21\u578b\u6821\u6b63**\n\n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u81ea\u7531\u80fd\uff09\u8fdb\u884c\u591a\u53c2\u6570\u62df\u5408\u3002\n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u548c\u7f6e\u4fe1\u533a\u95f4\u4f30\u8ba1\u3002\n - \u901a\u8fc7\u4fe1\u606f\u51c6\u5219\uff08AIC\u3001BIC\uff09\u4f18\u5316\u6a21\u578b\u590d\u6742\u5ea6\u3002\n\n---\n\n### \u56db\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\n\n- **\u7269\u7406\u81ea\u6d3d\u6027\u5f3a**\uff1a\u6a21\u578b\u57fa\u4e8e\u5fae\u89c2\u673a\u5236\uff0c\u80fd\u89e3\u91ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u975e\u7ebf\u6027\u53d8\u5316\u3002\n- **\u53c2\u6570\u53ef\u7269\u7406\u89e3\u91ca**\uff1a\u5404\u90e8\u5206\u81ea\u7531\u80fd\u5bf9\u5e94\u5177\u4f53\u7269\u7406\u8d21\u732e\uff0c\u4fbf\u4e8e\u7406\u89e3\u548c\u6539\u8fdb\u3002\n- **\u9002\u5e94\u6027\u5f3a**\uff1a\u53ef\u6269\u5c55\u81f3\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\u7cfb\u7edf\u3002\n- **\u8bef\u5dee\u91cf\u5316**\uff1a\u7ed3\u5408\u5b9e\u9a8c\u8bef\u5dee\u548c\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\uff0c\u63d0\u5347\u9884\u6d4b\u53ef\u9760\u6027\u3002\n\n---\n\n### \u4e94\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6216\u7b2c\u4e00\u6027\u539f\u7406\u6a21\u62df\u83b7\u53d6\u5c40\u57df\u7ed3\u6784\u7edf\u8ba1\u4fe1\u606f\uff0c\u4e30\u5bcc\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\u3002\n- \u7ed3\u5408\u7535\u5316\u5b66\u6d4b\u91cf\u6570\u636e\uff0c\u5b8c\u5584\u6d3b\u5ea6\u7cfb\u6570\u548c\u5316\u5b66\u52bf\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n- \u91c7\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408\uff0c\u63d0\u9ad8\u6a21\u578b\u53c2\u6570\u7684\u62df\u5408\u7cbe\u5ea6\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u901a\u8fc7\u7535\u5b50\u3001\u632f\u52a8\u53ca\u7ed3\u6784\u81ea\u7531\u80fd\u5206\u9879\u5efa\u6a21\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u548c\u8bef\u5dee\u5206\u6790\uff0c\u53ef\u6784\u5efa\u7269\u7406\u81ea\u6d3d\u3001\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u4e0e\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u65b9\u6cd5\uff0c\u5305\u62ec\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u6846\u67b6\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u65b9\u6cd5\uff1a\n\n---\n\n### \u4e00\u3001\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\u65b9\u6cd5\n\n#### 1. \u6a21\u62df\u76ee\u6807\n- \u83b7\u53d6\u6db2\u6001\u94df\u7684\u7ed3\u6784\u4fe1\u606f\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u914d\u4f4d\u6570\u5206\u5e03\uff09\n- \u8ba1\u7b97\u70ed\u529b\u5b66\u6027\u8d28\uff1a\u7113H\u3001\u71b5S\u3001\u6bd4\u70ed\u5bb9C_P\u3001\u5316\u5b66\u52bf\u03bc\u3001\u70ed\u5bfc\u7387\u03bb\n- \u7814\u7a76\u6e29\u5ea6\u4f9d\u8d56\u6027\u53ca\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\n\n#### 2. \u6a21\u62df\u6d41\u7a0b\n- **\u52bf\u51fd\u6570\u9009\u62e9** \n \u91c7\u7528\u9002\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u5d4c\u5165\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u6216\u6539\u8fdb\u7684\u7ecf\u9a8c\u52bf\u51fd\u6570\uff0c\u786e\u4fdd\u5bf9\u94df\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u51c6\u786e\u63cf\u8ff0\u3002\n\n- **\u4f53\u7cfb\u6784\u5efa\u4e0e\u521d\u59cb\u5316** \n \u6784\u5efa\u5305\u542b\u6570\u5343\u81f3\u6570\u4e07\u4e2a\u94df\u539f\u5b50\u7684\u4e09\u7ef4\u5468\u671f\u6027\u6a21\u62df\u76d2\uff0c\u6e29\u5ea6\u8303\u56f4\u8986\u76d6435 K\u81f31400 K\u3002\n\n- **\u70ed\u529b\u5b66\u5e73\u8861\u4e0e\u91c7\u6837** \n \u4f7f\u7528NPT\u7cfb\u7efc\uff08\u6052\u538b\u6052\u6e29\uff09\u8fdb\u884c\u7b49\u6e29\u7b49\u538b\u5e73\u8861\uff0c\u4fdd\u8bc1\u5bc6\u5ea6\u548c\u538b\u529b\u7684\u7a33\u5b9a\u3002\u968f\u540e\u5207\u6362\u81f3NVT\u7cfb\u7efc\uff08\u6052\u4f53\u79ef\u6052\u6e29\uff09\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u3002\n\n- **\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790** \n - \u8ba1\u7b97\u7113H\uff1a\u901a\u8fc7\u4f53\u7cfb\u603b\u80fd\u91cf\u548c\u538b\u529b-\u4f53\u79ef\u9879\u5f97\u5230 \n - \u8ba1\u7b97\u6bd4\u70ed\u5bb9C_P\uff1a\u5229\u7528\u80fd\u91cf\u6ce2\u52a8\u516c\u5f0f \n \\[\n C_P = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\]\n - \u8ba1\u7b97\u71b5S\uff1a\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u6cd5\uff0c\u6216\u901a\u8fc7\u914d\u4f4d\u6570\u5206\u5e03\u8ba1\u7b97\u7ed3\u6784\u71b5 \n - \u6d3b\u5ea6\u7cfb\u6570\u03b3\u548c\u5316\u5b66\u52bf\u03bc\uff1a\u901a\u8fc7\u6784\u5efa\u6db2\u76f8-\u6c14\u76f8\u754c\u9762\u6a21\u62df\uff0c\u8ba1\u7b97\u84b8\u6c14\u538b\u53ca\u5316\u5b66\u52bf\u5dee \n - \u70ed\u5bfc\u7387\u03bb\uff1a\u5229\u7528Green-Kubo\u516c\u5f0f\uff0c\u4ece\u70ed\u6d41\u81ea\u76f8\u5173\u51fd\u6570\u79ef\u5206\u5f97\u5230\n\n- **\u8bef\u5dee\u4f30\u8ba1** \n \u591a\u6b21\u72ec\u7acb\u6a21\u62df\uff0c\u7edf\u8ba1\u8bef\u5dee\uff0c\u7ed3\u5408\u65f6\u95f4\u76f8\u5173\u6027\u5206\u6790\u786e\u4fdd\u91c7\u6837\u5145\u5206\u3002\n\n#### 3. \u4f18\u52bf\u4e0e\u6ce8\u610f\u4e8b\u9879\n- \u80fd\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u53ca\u5176\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8d21\u732e\u3002\n- \u9700\u8981\u9ad8\u8d28\u91cf\u52bf\u51fd\u6570\uff0c\u6a21\u62df\u89c4\u6a21\u548c\u65f6\u95f4\u5c3a\u5ea6\u53d7\u9650\u4e8e\u8ba1\u7b97\u8d44\u6e90\u3002\n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u62df\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u65b9\u6cd5\n\n#### 1. \u8ba1\u7b97\u76ee\u6807\n- \u7535\u5b50\u7ed3\u6784\u53ca\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\n- \u632f\u52a8\u81ea\u7531\u80fd\u53ca\u71b5\uff08\u901a\u8fc7\u58f0\u5b50\u8c31\u8ba1\u7b97\uff09\n- \u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u53ca\u914d\u4f4d\u6570\u76f8\u5173\u80fd\u91cf\u9879\n- \u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u7684\u57fa\u51c6\u6570\u636e\u652f\u6301MD\u52bf\u51fd\u6570\u5f00\u53d1\u548c\u6a21\u578b\u6821\u6b63\n\n#### 2. \u8ba1\u7b97\u6d41\u7a0b\n- **\u4f53\u7cfb\u6a21\u578b\u6784\u5efa** \n \u91c7\u7528\u542b\u51e0\u5341\u81f3\u4e0a\u767e\u539f\u5b50\u7684\u6db2\u6001\u94df\u7ed3\u6784\u6a21\u578b\uff08\u5982\u57fa\u4e8eMD\u5feb\u7167\uff09\uff0c\u8fdb\u884cDFT\u8ba1\u7b97\u3002\n\n- **\u7535\u5b50\u7ed3\u6784\u8ba1\u7b97** \n \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\uff0c\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\u3001\u8d39\u7c73\u80fd\u7ea7\uff0c\u5f97\u5230\u7535\u5b50\u81ea\u7531\u80fd\u548c\u7535\u5b50\u71b5\u3002\n\n- **\u58f0\u5b50\u8c31\u8ba1\u7b97** \n \u91c7\u7528\u6709\u9650\u4f4d\u79fb\u6cd5\u6216\u5bc6\u5ea6\u6cdb\u51fd\u6270\u52a8\u7406\u8bba\uff08DFPT\uff09\u8ba1\u7b97\u632f\u52a8\u9891\u7387\uff0c\u83b7\u5f97\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u3002\n\n- **\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u8ba1\u7b97** \n \u5bf9\u4e0d\u540c\u914d\u4f4d\u73af\u5883\u4e0b\u7684\u5c40\u57df\u7ed3\u6784\u8fdb\u884c\u80fd\u91cf\u8ba1\u7b97\uff0c\u8f85\u52a9\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u4e2d\u7ed3\u6784\u81ea\u7531\u80fd\u53c2\u6570\u5316\u3002\n\n- **\u6e29\u5ea6\u6548\u5e94\u6a21\u62df** \n \u7ed3\u5408\u51c6\u8c10\u8fd1\u4f3c\u6216\u6709\u9650\u6e29\u5ea6DFT\u65b9\u6cd5\uff0c\u6a21\u62df\u6e29\u5ea6\u5bf9\u7535\u5b50\u548c\u632f\u52a8\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002\n\n#### 3. \u4f18\u52bf\u4e0e\u6ce8\u610f\u4e8b\u9879\n- \u63d0\u4f9b\u51c6\u786e\u7684\u7535\u5b50\u548c\u632f\u52a8\u8d21\u732e\uff0c\u589e\u5f3a\u6a21\u578b\u7269\u7406\u57fa\u7840\u3002\n- \u8ba1\u7b97\u91cf\u5927\uff0c\u9002\u5408\u7528\u4e8e\u53c2\u6570\u6807\u5b9a\u548c\u5c0f\u5c3a\u5ea6\u7ed3\u6784\u5206\u6790\u3002\n- \u7ed3\u5408MD\u6a21\u62df\u5b9e\u73b0\u591a\u5c3a\u5ea6\u5efa\u6a21\uff0c\u63d0\u9ad8\u6574\u4f53\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\n\n---\n\n### \u4e09\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u578b\u6574\u5408\n\n- **\u591a\u5c3a\u5ea6\u8026\u5408** \n \u5229\u7528DFT\u8ba1\u7b97\u7ed3\u679c\u4f18\u5316MD\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u5b9e\u73b0\u4ece\u7535\u5b50\u7ed3\u6784\u5230\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8de8\u5c3a\u5ea6\u6a21\u62df\u3002\n\n- **\u8bef\u5dee\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316** \n \u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u5bf9\u6a21\u62df\u7ed3\u679c\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u786e\u4fdd\u6a21\u62df\u6570\u636e\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7f6e\u4fe1\u533a\u95f4\u4e00\u81f4\u3002\n\n- **\u53c2\u6570\u62df\u5408\u4e0e\u6a21\u578b\u4f18\u5316** \n \u91c7\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u8f85\u52a9\u62df\u5408MD\u548cDFT\u8ba1\u7b97\u5f97\u5230\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002\n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\u548c\u7b2c\u4e00\u6027\u539f\u7406\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u80fd\u591f\u4ece\u5fae\u89c2\u673a\u7406\u51fa\u53d1\uff0c\u7cfb\u7edf\u83b7\u53d6\u6db2\u6001\u94df\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6db5\u76d6\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u5316\u5b66\u52bf\u3001\u6d3b\u5ea6\u7cfb\u6570\u53ca\u70ed\u5bfc\u7387\u7b49\u5173\u952e\u6307\u6807\u3002\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6a21\u578b\u6821\u6b63\u548c\u8bef\u5dee\u5206\u6790\uff0c\u6784\u5efa\u7269\u7406\u81ea\u6d3d\u4e14\u5177\u6709\u6e29\u5ea6\u4f9d\u8d56\u6027\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u7a0b\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u548c\u6570\u503c\u652f\u6301\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6a21\u62df\u53c2\u6570\u8bbe\u7f6e\u3001\u8ba1\u7b97\u6d41\u7a0b\u811a\u672c\u793a\u4f8b\u53ca\u6570\u636e\u5904\u7406\u65b9\u6848\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\u603b\u4f53\u5408\u7406\u4e14\u5177\u6709\u8f83\u5f3a\u7684\u53ef\u884c\u6027\uff0c\u4f53\u73b0\u4e86\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u5168\u9762\u8003\u8651\u3002\u7279\u522b\u662f\uff1a\n\n1. **\u6d4b\u91cf\u65b9\u6cd5\u9009\u62e9\u79d1\u5b66**\uff1a\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u6d4b\u7113\u548c\u6bd4\u70ed\u5bb9\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u70ed\u5bfc\u7387\u3001\u4ee5\u53ca\u9ad8\u6e29\u84b8\u6c14\u538b\u6d4b\u5b9a\uff0c\u5747\u4e3a\u6210\u719f\u4e14\u9002\u5408\u9ad8\u6e29\u6db2\u6001\u91d1\u5c5e\u7684\u6280\u672f\uff0c\u80fd\u591f\u4fdd\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u91cd\u590d\u6027\u3002\n\n2. **\u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u5904\u7406\u4e25\u8c28**\uff1a\u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u3001\u6821\u51c6\u6807\u51c6\u7269\u8d28\u53ca\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u7f6e\u4fe1\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u6027\uff0c\u6709\u5229\u4e8e\u540e\u7eed\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u8fdb\u884c\u7406\u8bba\u5efa\u6a21\u3002\n\n\u5efa\u8bae\u540e\u7eed\u53ef\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u6a21\u578b\uff0c\u5229\u7528\u5b9e\u9a8c\u6570\u636e\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u7cbe\u7ec6\u6821\u6b63\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u7684\u8ba1\u7b97\u53ef\u5b9e\u73b0\u6027\u53ca\u9884\u671f\u51c6\u786e\u5ea6\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u57fa\u4e8e\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u5206\u9879\u7684\u7406\u8bba\u6a21\u578b\uff0c\u8ba1\u7b97\u5b9e\u73b0\u6027\u8f83\u9ad8\uff0c\u4e14\u9884\u671f\u51c6\u786e\u5ea6\u6709\u4ee5\u4e0b\u4f53\u73b0\uff1a\n\n1. **\u8ba1\u7b97\u5b9e\u73b0\u6027**\uff1a\u6a21\u578b\u6838\u5fc3\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u58f0\u5b50\u8c31\u548c\u5c40\u57df\u7ed3\u6784\u7edf\u8ba1\uff0c\u8fd9\u4e9b\u5747\u53ef\u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u548c\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u65b9\u6cd5\u83b7\u5f97\uff0c\u7ed3\u5408\u73b0\u6709\u8ba1\u7b97\u8d44\u6e90\u548c\u8f6f\u4ef6\u5de5\u5177\uff0c\u5177\u5907\u8f83\u597d\u7684\u53ef\u64cd\u4f5c\u6027\u3002\n\n2. **\u9884\u671f\u51c6\u786e\u5ea6**\uff1a\u6a21\u578b\u7269\u7406\u81ea\u6d3d\uff0c\u5206\u9879\u660e\u786e\uff0c\u80fd\u6709\u6548\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u975e\u7ebf\u6027\u7279\u5f81\u3002\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u8d1d\u53f6\u65af\u7edf\u8ba1\u62df\u5408\uff0c\u8bef\u5dee\u91cf\u5316\u5145\u5206\uff0c\u9884\u8ba1\u53ef\u8fbe\u5230\u5b9e\u9a8c\u6570\u636e\u7684\u7f6e\u4fe1\u533a\u95f4\u7cbe\u5ea6\uff0c\u9002\u5408\u6307\u5bfc\u5de5\u7a0b\u5e94\u7528\u548c\u6750\u6599\u8bbe\u8ba1\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u8be5\u6a21\u578b\u5728\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u5c42\u9762\u5177\u5907\u826f\u597d\u7684\u5b9e\u73b0\u57fa\u7840\uff0c\u80fd\u591f\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u3001\u7269\u7406\u5408\u7406\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u6280\u672f\u5728\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u4e0b\u7684\u9002\u7528\u6027\u548c\u9650\u5236\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u57fa\u4e8eMD\u548cDFT\u7684\u6a21\u62df\u6280\u672f\uff0c\u5728\u5df2\u6709\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u4e0b\u5177\u6709\u8f83\u5f3a\u7684\u9002\u7528\u6027\uff0c\u5177\u4f53\u4f53\u73b0\u4e3a\uff1a\n\n1. **\u9002\u7528\u6027\u5f3a**\uff1a\u5b9e\u9a8c\u6570\u636e\u4e2d\u7684\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u71b5\u53ca\u6d3b\u5ea6\u7cfb\u6570\u7b49\u53c2\u6570\u4e3a\u6a21\u62df\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u6821\u51c6\u548c\u9a8c\u8bc1\u57fa\u7840\uff0c\u80fd\u6709\u6548\u63d0\u5347\u52bf\u51fd\u6570\u548c\u6a21\u578b\u7684\u51c6\u786e\u6027\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7269\u7406\u81ea\u6d3d\u4e14\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\u3002\n\n2. **\u9650\u5236\u4e0e\u6311\u6218**\uff1a\u6a21\u62df\u7cbe\u5ea6\u4f9d\u8d56\u4e8e\u52bf\u51fd\u6570\u8d28\u91cf\u53ca\u8ba1\u7b97\u8d44\u6e90\uff0c\u5c24\u5176DFT\u8ba1\u7b97\u53d7\u9650\u4e8e\u4f53\u7cfb\u89c4\u6a21\u548c\u8ba1\u7b97\u6210\u672c\uff0c\u53ef\u80fd\u96be\u4ee5\u8986\u76d6\u5168\u90e8\u6e29\u5ea6\u8303\u56f4\u7684\u52a8\u6001\u7ed3\u6784\u53d8\u5316\uff1b\u6b64\u5916\uff0c\u6a21\u62df\u65f6\u95f4\u5c3a\u5ea6\u4e0e\u5b9e\u9a8c\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\u53ef\u80fd\u5f71\u54cd\u5bf9\u6162\u52a8\u6001\u8fc7\u7a0b\u7684\u6355\u6349\u3002\n\n\u7efc\u4e0a\uff0c\u8be5\u6a21\u62df\u65b9\u6848\u5728\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u540e\uff0c\u80fd\u591f\u663e\u8457\u589e\u5f3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u4f46\u9700\u5173\u6ce8\u8ba1\u7b97\u8d44\u6e90\u548c\u52bf\u51fd\u6570\u53c2\u6570\u5316\u7684\u9650\u5236\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u4ee5\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u4e0e\u53ef\u9760\u6027\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u5148\u524d\u63d0\u51fa\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u53ef\u9760\u6027\u53ca\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u517c\u5bb9\u6027\uff0c\u5177\u4f53\u4f18\u5316\u5185\u5bb9\u5305\u62ec\uff1a\u52a0\u5f3a\u6d4b\u91cf\u73af\u5883\u63a7\u5236\u3001\u589e\u52a0\u591a\u5c3a\u5ea6\u9a8c\u8bc1\u624b\u6bb5\u3001\u5b8c\u5584\u8bef\u5dee\u5206\u6790\u6d41\u7a0b\u3001\u5f3a\u5316\u6570\u636e\u4e0e\u6a21\u62df\u7684\u8054\u52a8\u6821\u51c6\u7b49\u3002\n\n\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff1a\n\n## Improved version of \u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u8bbe\u8ba1\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u6d4b\u5b9a\u76ee\u6807 \n- \u76f4\u63a5\u6d4b\u91cf\uff1a\u7113H\u3001\u5b9a\u538b\u6bd4\u70ed\u5bb9C_P\u3001\u84b8\u6c14\u538bP_vap\u3001\u70ed\u5bfc\u7387\u03bb \n- \u95f4\u63a5\u6d4b\u91cf\uff08\u7ed3\u5408\u6570\u636e\u5904\u7406\u8ba1\u7b97\uff09\uff1a\u71b5S\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fdG\u3001\u6d3b\u5ea6\u7cfb\u6570\u03b3\u3001\u5316\u5b66\u52bf\u03bc \n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u8bbe\u8ba1\uff08\u4f18\u5316\u7248\uff09\n\n#### 1. \u7113H\u548c\u5b9a\u538b\u6bd4\u70ed\u5bb9C_P\u7684\u6d4b\u5b9a \n- **\u65b9\u6cd5**\uff1a\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6216\u9ad8\u6e29\u91cf\u70ed\u8ba1 \n- **\u8bbe\u8ba1\u8981\u70b9**\uff1a \n * \u91c7\u7528\u9ad8\u7eaf\u5ea6\u94df\u6837\u54c1\uff08\u7eaf\u5ea6\u226599.999%\uff09\uff0c\u4e25\u683c\u63a7\u5236\u6742\u8d28\u542b\u91cf\uff0c\u907f\u514d\u6742\u8d28\u5f15\u5165\u7684\u70ed\u6548\u5e94\u5e72\u6270\u3002 \n * \u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u7194\u70b9\u4ee5\u4e0a\u81f31400 K\uff0c\u91c7\u7528\u5206\u6bb5\u5347\u6e29\u548c\u7b49\u6e29\u4fdd\u6301\uff0c\u786e\u4fdd\u70ed\u5e73\u8861\uff0c\u51cf\u5c11\u6e29\u5ea6\u68af\u5ea6\u3002 \n * \u589e\u52a0\u6e29\u5ea6\u6821\u51c6\u70b9\uff0c\u5229\u7528\u591a\u79cd\u6807\u51c6\u7269\u8d28\uff08\u5982\u9ad8\u7eaf\u91d1\u5c5e\u94c2\u3001\u94f6\uff09\u8fdb\u884c\u591a\u70b9\u6821\u51c6\uff0c\u63d0\u5347\u6e29\u5ea6\u53ca\u7113\u6d4b\u91cf\u51c6\u786e\u6027\u3002 \n * \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff08\u22655\u6b21\uff09\uff0c\u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u8bc4\u4f30\u6570\u636e\u6ce2\u52a8\u53ca\u7f6e\u4fe1\u533a\u95f4\uff0c\u76ee\u6807\u63a7\u5236\u7113\u8bef\u5dee\u2264\u00b10.03 kJ/mol\uff0c\u6bd4\u70ed\u5bb9\u8bef\u5dee\u2264\u00b11.0 J/mol\u00b7K\u3002 \n * \u5b9e\u65bd\u5b9e\u65f6\u70ed\u6d41\u4fe1\u53f7\u76d1\u63a7\uff0c\u7ed3\u5408\u81ea\u52a8\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\uff0c\u51cf\u5c11\u4eba\u4e3a\u5904\u7406\u8bef\u5dee\u3002 \n- **\u6570\u636e\u5904\u7406**\uff1a \n * \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u7b97\u6cd5\uff08\u5982\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\u5904\u7406\u70ed\u6d41\u4fe1\u53f7\uff0c\u51c6\u786e\u83b7\u5f97\u7113\u53d8\u5316\u3002 \n * \u5fae\u5206\u7113\u5bf9\u6e29\u5ea6\u6c42\u5bfc\u5f97\u5230\u5b9a\u538b\u6bd4\u70ed\u5bb9\uff0c\u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u786e\u4fdd\u7269\u7406\u81ea\u6d3d\u3002 \n\n#### 2. \u84b8\u6c14\u538bP_vap\u7684\u6d4b\u5b9a \n- **\u65b9\u6cd5**\uff1a\u9ad8\u6e29\u9759\u6001\u84b8\u6c14\u538b\u6d4b\u91cf\uff08\u771f\u7a7a\u70ed\u91cd\u6cd5\u3001Knudsen\u84b8\u53d1\u6cd5\uff09 \n- **\u8bbe\u8ba1\u8981\u70b9**\uff1a \n * \u91c7\u7528\u9ad8\u771f\u7a7a\u73af\u5883\uff08\u538b\u529b\u226410^-6 Pa\uff09\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u9632\u6b62\u6db2\u6001\u94df\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n * \u914d\u5907\u9ad8\u7075\u654f\u5ea6\u538b\u529b\u4f20\u611f\u5668\uff08\u5206\u8fa8\u7387\u22640.01 Pa\uff09\uff0c\u8986\u76d60.1 Pa\u81f3200 Pa\u8303\u56f4\u3002 \n * \u8bbe\u8ba1\u6e29\u5ea6\u5747\u5300\u7684\u5bc6\u5c01\u9ad8\u6e29\u5bb9\u5668\uff0c\u907f\u514d\u5c40\u90e8\u51b7\u51dd\u548c\u6e29\u5ea6\u68af\u5ea6\uff0c\u4fdd\u8bc1\u84b8\u6c14\u538b\u6d4b\u91cf\u7684\u7a33\u5b9a\u6027\u3002 \n * \u591a\u70b9\u6e29\u5ea6\u6d4b\u91cf\uff0c\u7ed3\u5408\u7a33\u6001\u548c\u52a8\u6001\u6d4b\u91cf\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u6570\u636e\u3002 \n * \u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u8fdb\u884c\u6570\u636e\u4e00\u81f4\u6027\u68c0\u9a8c\u3002 \n- **\u6570\u636e\u5904\u7406**\uff1a \n * \u91c7\u7528\u591a\u9879\u5f0f\u6216\u7269\u7406\u6a21\u578b\u62df\u5408\u84b8\u6c14\u538b-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u786e\u4fdd\u62df\u5408\u6b8b\u5dee\u22643%\u3002 \n\n#### 3. \u70ed\u5bfc\u7387\u03bb\u7684\u6d4b\u5b9a \n- **\u65b9\u6cd5**\uff1a\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u7ed3\u5408\u70ed\u6269\u6563\u7387\u6d4b\u5b9a \n- **\u8bbe\u8ba1\u8981\u70b9**\uff1a \n * \u5236\u5907\u6db2\u6001\u94df\u6837\u54c1\uff0c\u7f6e\u4e8e\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u9ad8\u6e29\u5bb9\u5668\u4e2d\uff0c\u9632\u6b62\u6837\u54c1\u6c27\u5316\u3002 \n * \u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u7ed3\u5408\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\u3002 \n * \u6e29\u5ea6\u70b9\u8986\u76d6\u8303\u56f4\u5e7f\uff0c\u4fdd\u8bc1\u6570\u636e\u8fde\u7eed\u6027\u548c\u6e29\u5ea6\u4f9d\u8d56\u6027\u7684\u51c6\u786e\u6355\u6349\u3002 \n * \u91c7\u7528\u591a\u6b21\u6d4b\u91cf\u548c\u4e0d\u540c\u6837\u54c1\u6279\u6b21\u9a8c\u8bc1\uff0c\u63a7\u5236\u8bef\u5dee\u5728\u00b13%\u3002 \n- **\u6570\u636e\u5904\u7406**\uff1a \n * \u7ed3\u5408\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\uff0c\u7efc\u5408\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6d4b\u91cf\u8bef\u5dee\uff0c\u5b8c\u6574\u91cf\u5316\u70ed\u5bfc\u7387\u4e0d\u786e\u5b9a\u6027\u3002 \n\n#### 4. \u6d3b\u5ea6\u7cfb\u6570\u03b3\u548c\u5316\u5b66\u52bf\u03bc\u7684\u95f4\u63a5\u6d4b\u5b9a \n- **\u65b9\u6cd5**\uff1a\u7535\u5316\u5b66\u6d4b\u91cf\uff08\u6db2\u6001\u91d1\u5c5e\u7535\u6781\u7535\u52bf\u6d4b\u91cf\uff09\u3001\u6c14\u76f8-\u6db2\u76f8\u5e73\u8861\u6d4b\u5b9a \n- **\u8bbe\u8ba1\u8981\u70b9**\uff1a \n * \u91c7\u7528\u9ad8\u6e29\u7535\u5316\u5b66\u6c60\uff0c\u4f7f\u7528\u7a33\u5b9a\u7684\u6807\u51c6\u53c2\u6bd4\u7535\u6781\uff08\u5982\u94f6/\u94f6\u6c2f\u5316\u7269\u7535\u6781\uff09\uff0c\u6d4b\u91cf\u6db2\u6001\u94df\u7535\u6781\u7535\u52bf\u3002 \n * \u7ed3\u5408\u84b8\u6c14\u538b\u548c\u71b5\u6570\u636e\uff0c\u5229\u7528\u70ed\u529b\u5b66\u5173\u7cfb\u8ba1\u7b97\u5316\u5b66\u52bf\u3002 \n * \u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\uff0c\u9636\u6570\u4f18\u5316\uff083\u9636\u6216\u66f4\u4f18\uff09\u4ee5\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u3002 \n * \u589e\u52a0\u591a\u6e29\u70b9\u548c\u591a\u6837\u54c1\u9a8c\u8bc1\uff0c\u786e\u4fdd\u53c2\u6570\u7a33\u5b9a\u6027\u3002 \n- **\u6570\u636e\u5904\u7406**\uff1a \n * \u7ed3\u5408\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u68c0\u9a8c\uff0c\u786e\u4fddG\u3001\u03bc\u3001\u03b3\u4e09\u8005\u95f4\u7684\u76f8\u4e92\u5339\u914d\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n\n#### 5. \u71b5S\u548c\u5409\u5e03\u65af\u81ea\u7531\u80fdG\u7684\u8ba1\u7b97\u4e0e\u9a8c\u8bc1 \n- **\u65b9\u6cd5**\uff1a\u57fa\u4e8e\u5b9e\u9a8c\u7113\u548c\u6bd4\u70ed\u5bb9\u79ef\u5206\u8ba1\u7b97\u71b5\uff0c\u7ed3\u5408G=H\u2212TS\u5173\u7cfb\u8ba1\u7b97\u5409\u5e03\u65af\u81ea\u7531\u80fd \n- **\u8bbe\u8ba1\u8981\u70b9**\uff1a \n * \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff0c\u51cf\u5c11\u6570\u503c\u79ef\u5206\u8bef\u5dee\u3002 \n * \u591a\u70b9\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u89e3\u91ca\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002 \n * \u5229\u7528\u8d1d\u53f6\u65af\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\uff0c\u7cbe\u786e\u91cf\u5316\u4e0d\u786e\u5b9a\u6027\u3002 \n\n---\n\n### \u4e09\u3001\u5b9e\u9a8c\u88c5\u7f6e\u4e0e\u73af\u5883\u8981\u6c42\uff08\u5f3a\u5316\uff09\n\n- \u9ad8\u6e29\u60f0\u6027\u6c14\u6c1b\uff08Ar\u6216He\uff09\u6216\u9ad8\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6db2\u6001\u94df\u6c27\u5316\u53ca\u6742\u8d28\u6c61\u67d3\u3002 \n- \u7cbe\u5bc6\u6e29\u63a7\u7cfb\u7edf\uff0c\u6e29\u5ea6\u7a33\u5b9a\u6027\u4f18\u4e8e\u00b10.2 K\uff0c\u6e29\u5ea6\u6d4b\u91cf\u91c7\u7528\u591a\u70b9\u70ed\u7535\u5076\u6216\u5149\u5b66\u6d4b\u6e29\u6280\u672f\u4ea4\u53c9\u6821\u51c6\u3002 \n- \u9ad8\u7075\u654f\u5ea6\u4f20\u611f\u5668\u53ca\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u652f\u6301\u5b9e\u65f6\u76d1\u6d4b\u3001\u81ea\u52a8\u6821\u6b63\u548c\u8bef\u5dee\u5206\u6790\u3002 \n- \u5177\u5907\u6837\u54c1\u5236\u5907\u548c\u7eaf\u5ea6\u68c0\u6d4b\u8bbe\u5907\uff0c\u786e\u4fdd\u6837\u54c1\u8d28\u91cf\u3002 \n\n---\n\n### \u56db\u3001\u8bef\u5dee\u63a7\u5236\u4e0e\u6570\u636e\u8d28\u91cf\u4fdd\u969c\uff08\u7ec6\u5316\uff09\n\n- \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\uff08\u22655\u6b21\uff09\uff0c\u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u8bc4\u4f30\u7f6e\u4fe1\u533a\u95f4\u548c\u7cfb\u7edf\u8bef\u5dee\u3002 \n- \u4f7f\u7528\u591a\u79cd\u6821\u51c6\u6807\u51c6\u7269\u8d28\uff0c\u5b9a\u671f\u6821\u6b63\u4eea\u5668\u6027\u80fd\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u6bd4\u6027\u3002 \n- \u8d2f\u7a7f\u6570\u636e\u5904\u7406\u5168\u8fc7\u7a0b\u7684\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\uff0c\u786e\u4fdd\u8bef\u5dee\u6765\u6e90\u900f\u660e\u548c\u91cf\u5316\u3002 \n- \u5b9e\u65bd\u6570\u636e\u4e00\u81f4\u6027\u68c0\u9a8c\uff08\u5982\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u9a8c\u8bc1\u3001\u70ed\u529b\u5b66\u5faa\u73af\u4e00\u81f4\u6027\u68c0\u9a8c\uff09\u3002 \n\n---\n\n### \u4e94\u3001\u540e\u7eed\u6570\u636e\u5e94\u7528\u4e0e\u6a21\u578b\u8054\u52a8\n\n- \u5b9e\u9a8c\u6570\u636e\u4e0e\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7535\u5b50-\u632f\u52a8-\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\u7d27\u5bc6\u7ed3\u5408\uff0c\u5229\u7528\u5b9e\u9a8c\u6570\u636e\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u7ec6\u81f4\u6821\u6b63\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002 \n- \u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684MD\u548cDFT\u6a21\u62df\u7ed3\u679c\uff0c\u5229\u7528\u5b9e\u9a8c\u6570\u636e\u6821\u51c6\u52bf\u51fd\u6570\u548c\u6a21\u62df\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u9a8c\u8bc1\u3002 \n- \u5229\u7528\u8bef\u5dee\u91cf\u5316\u7ed3\u679c\u6307\u5bfc\u5de5\u7a0b\u5e94\u7528\u7684\u5b89\u5168\u88d5\u5ea6\u8bbe\u8ba1\u548c\u6750\u6599\u8bbe\u8ba1\u7684\u7f6e\u4fe1\u533a\u95f4\u8bc4\u4f30\u3002 \n- \u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u652f\u6301\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\u7684\u52a8\u6001\u66f4\u65b0\u548c\u8fed\u4ee3\u4f18\u5316\u3002 \n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u5728\u539f\u6709\u57fa\u7840\u4e0a\uff0c\u5f3a\u5316\u4e86\u6d4b\u91cf\u73af\u5883\u63a7\u5236\u3001\u8bef\u5dee\u5206\u6790\u3001\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u53ca\u4e0e\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u7684\u8054\u52a8\uff0c\u80fd\u591f\u66f4\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u53ef\u9760\u6027\u5730\u83b7\u5f97\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u652f\u6301\u6784\u5efa\u7269\u7406\u81ea\u6d3d\u3001\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u6ee1\u8db3\u79d1\u5b66\u7814\u7a76\u548c\u5de5\u7a0b\u5e94\u7528\u7684\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u597d\u5730\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u884c\u4e3a\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u91cd\u70b9\u589e\u5f3a\u4e86\u6a21\u578b\u4e0e\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u7684\u8026\u5408\u80fd\u529b\uff0c\u5f3a\u5316\u4e86\u8bef\u5dee\u91cf\u5316\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u7684\u7ed3\u5408\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u81ea\u6d3d\u6027\u548c\u9884\u6d4b\u51c6\u786e\u5ea6\u3002\u4ee5\u4e0b\u662f\u5b8c\u5584\u540e\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff1a\n\n## Improved version of \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\n\n---\n\n### \u4e00\u3001\u5efa\u6a21\u603b\u4f53\u601d\u8def\uff08\u5b8c\u5584\uff09\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u7531\u7535\u5b50\u6fc0\u53d1\u3001\u539f\u5b50\u632f\u52a8\u53ca\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u5171\u540c\u51b3\u5b9a\u3002\u6a21\u578b\u9700\u5b9e\u73b0\uff1a\n\n- **\u7269\u7406\u81ea\u6d3d\u6027**\uff1a\u5404\u81ea\u7531\u80fd\u5206\u9879\u57fa\u4e8e\u5fae\u89c2\u673a\u7406\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u5173\u7cfb\u4e25\u683c\u6ee1\u8db3\u3002\n- **\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\u6027**\uff1a\u51c6\u786e\u6355\u6349\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u7b49\u53c2\u6570\u7684\u975e\u7ebf\u6027\u6e29\u5ea6\u884c\u4e3a\u3002\n- **\u5b9e\u9a8c\u6570\u636e\u8026\u5408**\uff1a\u5229\u7528\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u591a\u53c2\u6570\u62df\u5408\u548c\u8d1d\u53f6\u65af\u8bef\u5dee\u91cf\u5316\uff0c\u63d0\u9ad8\u6a21\u578b\u53ef\u4fe1\u5ea6\u3002\n- **\u591a\u5c3a\u5ea6\u6a21\u62df\u878d\u5408**\uff1a\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7ed3\u679c\uff0c\u589e\u5f3a\u7ed3\u6784\u81ea\u7531\u80fd\u548c\u7535\u5b50\u81ea\u7531\u80fd\u7684\u7269\u7406\u57fa\u7840\u3002\n- **\u8bef\u5dee\u4f20\u64ad\u5206\u6790**\uff1a\u8d2f\u7a7f\u6a21\u578b\u8ba1\u7b97\u5168\u8fc7\u7a0b\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u4e0e\u5b9e\u9a8c\u7f6e\u4fe1\u533a\u95f4\u76f8\u5339\u914d\u3002\n\n---\n\n### \u4e8c\u3001\u6a21\u578b\u6784\u6210\u8981\u7d20\uff08\u589e\u5f3a\uff09\n\n1. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b \\( G(T,P) \\)**\n\n \\[\n G(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n \\]\n\n - **\u7535\u5b50\u81ea\u7531\u80fd \\( G_{\\text{\u7535\u5b50}} \\)** \n \u5229\u7528DFT\u8ba1\u7b97\u83b7\u5f97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\)\uff0c\u7ed3\u5408\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\uff0c\u8ba1\u7b97\u7535\u5b50\u6fc0\u53d1\u8d21\u732e\u3002 \n \u901a\u8fc7\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u79ef\u5206\uff0c\u6355\u6349\u4f4e\u6e29\u533a\u7535\u5b50\u71b5\u548c\u81ea\u7531\u80fd\u53d8\u5316\u3002\n\n - **\u632f\u52a8\u81ea\u7531\u80fd \\( G_{\\text{\u632f\u52a8}} \\)** \n \u7ed3\u5408\u58f0\u5b50\u8c31\uff08DFPT\u6216MD\u7edf\u8ba1\u632f\u52a8\u9891\u7387\uff09\uff0c\u91c7\u7528\u51c6\u8c10\u8fd1\u4f3c\u8ba1\u7b97\u632f\u52a8\u81ea\u7531\u80fd\u3002 \n \u7ec6\u5316\u58f0\u5b50\u6001\u5bc6\u5ea6\u51fd\u6570 \\( g(\\omega) \\)\uff0c\u7cbe\u786e\u63cf\u8ff0\u9ad8\u6e29\u4e0b\u632f\u52a8\u6a21\u5f0f\u7684\u6fc0\u53d1\u3002\n\n - **\u7ed3\u6784\u81ea\u7531\u80fd \\( G_{\\text{\u7ed3\u6784}} \\)** \n \u7ed3\u5408MD\u6a21\u62df\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\)\uff0c\u8ba1\u7b97\u5c40\u57df\u7ed3\u6784\u71b5\u548c\u80fd\u91cf\u3002 \n \u5229\u7528\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u5c40\u57df\u80fd\u91cf \\( E_n \\)\uff0c\u53cd\u6620\u6e29\u5ea6\u53d8\u5316\u4e0b\u7ed3\u6784\u91cd\u6392\u7684\u70ed\u529b\u5b66\u5f71\u54cd\u3002 \n \u91c7\u7528\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u8ba1\u7b97\u7ed3\u6784\u71b5\uff1a\n \\[\n S_{\\text{\u7ed3\u6784}} = -k_B \\sum_n P(n,T) \\ln P(n,T)\n \\]\n \u5e76\u7ed3\u5408\u7ed3\u6784\u80fd\u91cf\u8ba1\u7b97\u81ea\u7531\u80fd\u3002\n\n - **\u6df7\u5408\u81ea\u7531\u80fd \\( G_{\\text{\u6df7\u5408}} \\)** \n \u5bf9\u4e8e\u7eaf\u6db2\u6001\u91d1\u5c5e\u53ef\u5ffd\u7565\uff0c\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u6216Muggianu\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u62df\u5408\u6570\u636e\u4f18\u5316\u53c2\u6570\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u3002\n\n2. **\u7113 \\( H(T) \\) \u4e0e\u71b5 \\( S(T) \\)**\n\n \u901a\u8fc7\u70ed\u529b\u5b66\u5173\u7cfb\uff1a\n \\[\n S(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P, \\quad H(T) = G(T) + T S(T)\n \\]\n\n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u5fae\u5206\u548c\u79ef\u5206\u65b9\u6cd5\uff08\u81ea\u9002\u5e94\u8f9b\u666e\u68ee\u6cd5\uff09\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6bd4\u70ed\u5bb9\u6570\u636e\u6821\u6b63\u6a21\u578b\u3002 \n - \u71b5\u5206\u9879\u5305\u542b\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u71b5\uff0c\u786e\u4fdd\u7269\u7406\u610f\u4e49\u6e05\u6670\u3002 \n - \u7113\u8ba1\u7b97\u540c\u65f6\u8003\u8651\u5185\u80fd\u548c\u538b\u529b-\u4f53\u79ef\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8bef\u5dee\u4fee\u6b63\u3002\n\n3. **\u6bd4\u70ed\u5bb9 \\( C_P(T) \\)**\n\n \u7531\u71b5\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\uff1a\n \\[\n C_P = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n \\]\n\n - \u6570\u503c\u8ba1\u7b97\u91c7\u7528\u4e8c\u9636\u5bfc\u6570\u7cbe\u7ec6\u5316\u5904\u7406\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6a21\u578b\u62df\u5408\u3002 \n - \u91cd\u70b9\u63cf\u8ff0\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\uff0c\u4e3b\u8981\u6e90\u81ea\u632f\u52a8\u6a21\u5f0f\u6fc0\u53d1\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u53d8\u5316\u3002 \n - \u4f4e\u6e29\u533a\u7535\u5b50\u6fc0\u53d1\u8d21\u732e\u663e\u8457\uff0c\u6a21\u578b\u4e2d\u4e88\u4ee5\u5145\u5206\u4f53\u73b0\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570 \\( \\gamma(T) \\) \u4e0e\u5316\u5b66\u52bf \\( \\mu(T) \\)**\n\n - \u7ed3\u5408\u84b8\u6c14\u538b\u5b9e\u9a8c\u6570\u636e\u548c\u7535\u5316\u5b66\u6d4b\u91cf\uff0c\u5229\u7528\u70ed\u529b\u5b66\u5173\u7cfb\uff1a\n \\[\n \\mu(T) = G(T) + RT \\ln \\gamma(T)\n \\]\n - \u6d3b\u5ea6\u7cfb\u6570\u62df\u5408\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff0c\u9636\u6570\u901a\u8fc7AIC/BIC\u51c6\u5219\u4f18\u5316\uff0c\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n - \u901a\u8fc7\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u5bf9\u62df\u5408\u53c2\u6570\u8fdb\u884c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\uff08\u5f3a\u5316\uff09\n\n- \u5229\u7528\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff08\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\uff09\u8fdb\u884c\u591a\u53c2\u6570\u62df\u5408\u3002 \n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u548c\u6570\u503c\u79ef\u5206\u8bef\u5dee\uff0c\u8fdb\u884c\u53c2\u6570\u540e\u9a8c\u5206\u5e03\u4f30\u8ba1\u3002 \n- \u5e94\u7528\u4fe1\u606f\u51c6\u5219\uff08AIC\u3001BIC\uff09\u4f18\u5316\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002 \n- \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u3001\u591a\u6570\u636e\u6e90\u878d\u5408\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u8d2f\u7a7f\u6a21\u578b\u8ba1\u7b97\u5168\u8fc7\u7a0b\uff0c\u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u548c\u9884\u6d4b\u533a\u95f4\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u6a21\u578b\u8026\u5408\uff08\u65b0\u589e\uff09\n\n- **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09** \n \u63d0\u4f9b\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u58f0\u5b50\u8c31\u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u57fa\u51c6\u6570\u636e\uff0c\u8f85\u52a9\u6a21\u578b\u53c2\u6570\u5316\u3002 \n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09** \n \u7edf\u8ba1\u6db2\u6001\u91d1\u5c5e\u7684\u914d\u4f4d\u6570\u5206\u5e03\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u8ba1\u7b97\u7ed3\u6784\u81ea\u7531\u80fd\u548c\u7ed3\u6784\u71b5\u3002 \n- **\u591a\u5c3a\u5ea6\u8026\u5408** \n \u5229\u7528DFT\u6570\u636e\u4f18\u5316MD\u52bf\u51fd\u6570\u53c2\u6570\uff0cMD\u7ed3\u679c\u53cd\u9988\u7ed3\u6784\u7edf\u8ba1\u4fe1\u606f\uff0c\u6a21\u578b\u53c2\u6570\u6839\u636e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u6b63\u3002 \n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408** \n \u7ed3\u5408\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u63d0\u5347\u53c2\u6570\u62df\u5408\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n### \u4e94\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\u4ef7\u503c\uff08\u603b\u7ed3\uff09\n\n- **\u7269\u7406\u81ea\u6d3d\u4e14\u673a\u5236\u6e05\u6670**\uff1a\u57fa\u4e8e\u5fae\u89c2\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u673a\u5236\uff0c\u89e3\u91ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u3002 \n- **\u9ad8\u7cbe\u5ea6\u4e0e\u9ad8\u53ef\u9760\u6027**\uff1a\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u8bef\u5dee\u91cf\u5316\u5145\u5206\uff0c\u9884\u6d4b\u7ed3\u679c\u53ef\u4fe1\u3002 \n- **\u9002\u5e94\u6027\u5f3a**\uff1a\u6a21\u578b\u7ed3\u6784\u7075\u6d3b\uff0c\u53ef\u6269\u5c55\u81f3\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\u4f53\u7cfb\u3002 \n- **\u652f\u6301\u5de5\u7a0b\u5e94\u7528**\uff1a\u8bef\u5dee\u7f6e\u4fe1\u533a\u95f4\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u7a0b\u5b89\u5168\u88d5\u5ea6\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \n- **\u4fc3\u8fdb\u7406\u8bba\u4e0e\u5b9e\u9a8c\u534f\u540c**\uff1a\u4e3a\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u548c\u6a21\u62df\u65b9\u6cd5\u6539\u8fdb\u63d0\u4f9b\u7406\u8bba\u6307\u5bfc\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\u5145\u5206\u878d\u5408\u4e86\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u9ad8\u7cbe\u5ea6\u6570\u636e\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u81ea\u6d3d\u5efa\u6a21\u548c\u6e29\u5ea6\u4f9d\u8d56\u7cbe\u51c6\u63cf\u8ff0\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6df1\u5165\u7406\u89e3\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u548c\u5b9e\u7528\u5de5\u5177\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u6a21\u578b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u53c2\u6570\u62df\u5408\u6d41\u7a0b\u53ca\u4ee3\u7801\u5b9e\u73b0\u5efa\u8bae\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u8303\u56f4\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u548c\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u62df\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u3001\u8bef\u5dee\u63a7\u5236\u548c\u591a\u5c3a\u5ea6\u8026\u5408\u80fd\u529b\uff0c\u4ee5\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u8303\u56f4\u3002\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u5b8c\u6574\u6a21\u62df\u65b9\u6848\uff1a\n\n## Improved version of \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u503c\u6a21\u62df\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u6a21\u62df\u76ee\u6807\uff08\u4fdd\u6301\u4e0d\u53d8\uff09\n\n- \u83b7\u5f97\u6db2\u6001\u94df\u7684\u7ed3\u6784\u7edf\u8ba1\u7279\u5f81\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u914d\u4f4d\u6570\u5206\u5e03\u7b49\uff09 \n- \u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\uff1a\u7113H\u3001\u71b5S\u3001\u6bd4\u70ed\u5bb9C_P\u3001\u5316\u5b66\u52bf\u03bc\u3001\u6d3b\u5ea6\u7cfb\u6570\u03b3\u3001\u70ed\u5bfc\u7387\u03bb \n- \u5206\u6790\u6e29\u5ea6\u4f9d\u8d56\u53ca\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u52bf\u51fd\u6570\u548c\u6a21\u578b\u53c2\u6570\u7684\u6821\u6b63\uff0c\u786e\u4fdd\u7269\u7406\u81ea\u6d3d\u6027\u548c\u9ad8\u7cbe\u5ea6\n\n---\n\n### \u4e8c\u3001\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\u65b9\u6cd5\u4f18\u5316\n\n#### 1. \u52bf\u51fd\u6570\u9009\u62e9\u4e0e\u53c2\u6570\u4f18\u5316 \n- \u91c7\u7528\u5d4c\u5165\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u6216\u6539\u8fdb\u7684\u7ecf\u9a8c\u52bf\u51fd\u6570\uff0c\u786e\u4fdd\u5bf9\u94df\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u51c6\u786e\u63cf\u8ff0\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u7b49\u6570\u636e\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u5bf9\u52bf\u51fd\u6570\u53c2\u6570\u8fdb\u884c\u6821\u6b63\uff0c\u51cf\u5c11\u6a21\u62df\u4e0e\u5b9e\u9a8c\u95f4\u7684\u504f\u5dee\u3002 \n- \u5f15\u5165\u591a\u76ee\u6807\u4f18\u5316\u7b56\u7565\uff0c\u517c\u987e\u7ed3\u6784\u6027\u8d28\u548c\u70ed\u529b\u5b66\u6027\u8d28\u7684\u62df\u5408\u8d28\u91cf\u3002\n\n#### 2. \u4f53\u7cfb\u6784\u5efa\u4e0e\u6e29\u5ea6\u63a7\u5236 \n- \u6784\u5efa\u5305\u542b\u81f3\u5c11\u6570\u5343\u94df\u539f\u5b50\u7684\u4e09\u7ef4\u5468\u671f\u6027\u6a21\u62df\u76d2\uff0c\u8986\u76d6\u6e29\u5ea6\u8303\u56f4435 K\u81f31400 K\u3002 \n- \u4f7f\u7528NPT\u7cfb\u7efc\u8fdb\u884c\u5145\u5206\u7684\u7b49\u6e29\u7b49\u538b\u5e73\u8861\uff0c\u786e\u4fdd\u4f53\u7cfb\u5bc6\u5ea6\u548c\u538b\u529b\u4e0e\u5b9e\u9a8c\u6761\u4ef6\u4e00\u81f4\u3002 \n- \u5207\u6362\u81f3NVT\u7cfb\u7efc\u8fdb\u884c\u6570\u636e\u91c7\u96c6\uff0c\u4fdd\u8bc1\u80fd\u91cf\u548c\u6e29\u5ea6\u7a33\u5b9a\u3002 \n- \u6e29\u5ea6\u63a7\u5236\u91c7\u7528Nos\u00e9-Hoover\u70ed\u6d74\uff0c\u65f6\u95f4\u5e38\u6570\u9009\u62e9\u7ecf\u8fc7\u4f18\u5316\uff0c\u907f\u514d\u6e29\u5ea6\u6ce2\u52a8\u5f71\u54cd\u6570\u636e\u91c7\u6837\u3002\n\n#### 3. \u6570\u636e\u91c7\u96c6\u4e0e\u8ba1\u7b97\u65b9\u6cd5 \n- **\u7113H**\uff1a\u901a\u8fc7\u4f53\u7cfb\u603b\u80fd\u91cf\u4e0e\u538b\u529b-\u4f53\u79ef\u9879\u8ba1\u7b97\uff0c\u91c7\u7528\u957f\u65f6\u95f4\u5e73\u5747\u51cf\u5c11\u7edf\u8ba1\u8bef\u5dee\u3002 \n- **\u6bd4\u70ed\u5bb9C_P**\uff1a\u5229\u7528\u80fd\u91cf\u6ce2\u52a8\u516c\u5f0f\u8ba1\u7b97\uff0c\u589e\u52a0\u91c7\u6837\u65f6\u95f4\u548c\u72ec\u7acb\u6a21\u62df\u6b21\u6570\uff0c\u786e\u4fdd\u7edf\u8ba1\u8bef\u5dee\u4f4e\u4e8e\u5b9e\u9a8c\u8bef\u5dee\u6c34\u5e73\u3002 \n- **\u71b5S**\uff1a\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u6cd5\uff0c\u5229\u7528MD\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03\u8ba1\u7b97\u7ed3\u6784\u71b5\uff0c\u540c\u65f6\u91c7\u7528\u70ed\u5bb9\u79ef\u5206\u6cd5\u8ba1\u7b97\u603b\u71b5\u3002 \n- **\u6d3b\u5ea6\u7cfb\u6570\u03b3\u548c\u5316\u5b66\u52bf\u03bc**\uff1a\u901a\u8fc7\u6784\u5efa\u6db2\u76f8-\u6c14\u76f8\u754c\u9762\u6a21\u578b\uff0c\u8ba1\u7b97\u84b8\u6c14\u538b\u548c\u5316\u5b66\u52bf\u5dee\uff0c\u7ed3\u5408\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u8fdb\u884c\u6821\u6b63\u3002 \n- **\u70ed\u5bfc\u7387\u03bb**\uff1a\u5229\u7528Green-Kubo\u516c\u5f0f\uff0c\u4ece\u70ed\u6d41\u81ea\u76f8\u5173\u51fd\u6570\u79ef\u5206\u83b7\u5f97\uff0c\u6a21\u62df\u65f6\u95f4\u957f\u5ea6\u548c\u91c7\u6837\u9891\u7387\u4f18\u5316\u4ee5\u51cf\u5c11\u566a\u58f0\u3002 \n- \u8fdb\u884c\u591a\u6b21\u72ec\u7acb\u6a21\u62df\uff0c\u7ed3\u5408\u65f6\u95f4\u76f8\u5173\u6027\u5206\u6790\uff0c\u786e\u4fdd\u91c7\u6837\u5145\u5206\u4e14\u8bef\u5dee\u53ef\u63a7\u3002\n\n#### 4. \u8bef\u5dee\u63a7\u5236\u4e0e\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30 \n- \u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u5bf9\u591a\u6b21\u6a21\u62df\u7ed3\u679c\u8fdb\u884c\u7f6e\u4fe1\u533a\u95f4\u4f30\u8ba1\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7684\u8bef\u5dee\u8303\u56f4\uff0c\u5229\u7528\u8d1d\u53f6\u65af\u65b9\u6cd5\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\u3002 \n- \u5bf9\u5173\u952e\u53c2\u6570\uff08\u5982\u52bf\u51fd\u6570\u53c2\u6570\u3001\u6a21\u62df\u65f6\u95f4\u6b65\u957f\u3001\u4f53\u7cfb\u5c3a\u5bf8\uff09\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\u3002\n\n---\n\n### \u4e09\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u65b9\u6cd5\u4f18\u5316\n\n#### 1. \u4f53\u7cfb\u6a21\u578b\u4e0e\u8ba1\u7b97\u8bbe\u7f6e \n- \u9009\u53d6\u57fa\u4e8eMD\u6a21\u62df\u5feb\u7167\u7684\u6db2\u6001\u94df\u5c40\u57df\u7ed3\u6784\uff0c\u6784\u5efa\u5305\u542b\u51e0\u5341\u81f3\u4e0a\u767e\u539f\u5b50\u7684\u6a21\u578b\u3002 \n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u7684\u4ea4\u6362-\u76f8\u5173\u6cdb\u51fd\uff08\u5982PBE\u6216\u66f4\u9ad8\u9636\u6cdb\u51fd\uff09\uff0c\u7ed3\u5408\u9002\u5f53\u7684\u8d5d\u52bf\u548c\u80fd\u91cf\u622a\u65ad\uff0c\u786e\u4fdd\u7535\u5b50\u7ed3\u6784\u8ba1\u7b97\u51c6\u786e\u3002 \n- \u91c7\u7528\u5bc6\u5ea6\u6cdb\u51fd\u6270\u52a8\u7406\u8bba\uff08DFPT\uff09\u6216\u6709\u9650\u4f4d\u79fb\u6cd5\u8ba1\u7b97\u58f0\u5b50\u8c31\uff0c\u83b7\u5f97\u632f\u52a8\u9891\u7387\u548c\u632f\u52a8\u81ea\u7531\u80fd\u3002\n\n#### 2. \u7535\u5b50\u7ed3\u6784\u4e0e\u81ea\u7531\u80fd\u8ba1\u7b97 \n- \u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\u548c\u8d39\u7c73\u80fd\u7ea7\uff0c\u7ed3\u5408\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u8ba1\u7b97\u7535\u5b50\u81ea\u7531\u80fd\u548c\u7535\u5b50\u71b5\u3002 \n- \u91c7\u7528\u6709\u9650\u6e29\u5ea6DFT\u65b9\u6cd5\u6216\u51c6\u8c10\u8fd1\u4f3c\u6a21\u62df\u6e29\u5ea6\u5bf9\u7535\u5b50\u548c\u632f\u52a8\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002\n\n#### 3. \u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u4e0e\u591a\u6001\u52bf\u80fd\u9762 \n- \u5bf9\u4e0d\u540c\u914d\u4f4d\u73af\u5883\u4e0b\u7684\u5c40\u57df\u7ed3\u6784\u8fdb\u884c\u80fd\u91cf\u8ba1\u7b97\uff0c\u8f85\u52a9MD\u52bf\u51fd\u6570\u53c2\u6570\u5316\u548c\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u4e2d\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u5efa\u7acb\u3002 \n- \u7ed3\u5408\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u65b9\u6cd5\uff0c\u53cd\u6620\u5c40\u57df\u7ed3\u6784\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u80fd\u91cf\u53d8\u5316\u3002\n\n#### 4. \u8bef\u5dee\u63a7\u5236 \n- \u91c7\u7528\u4e25\u683c\u7684\u6536\u655b\u6807\u51c6\uff08\u80fd\u91cf\u3001\u529b\u3001\u5e94\u529b\uff09\u4fdd\u8bc1\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n- \u5bf9\u58f0\u5b50\u8c31\u8ba1\u7b97\u4e2d\u7684\u6570\u503c\u8bef\u5dee\u8fdb\u884c\u8bc4\u4f30\uff0c\u786e\u4fdd\u632f\u52a8\u81ea\u7531\u80fd\u8ba1\u7b97\u7684\u53ef\u9760\u6027\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u5bf9DFT\u8ba1\u7b97\u7ed3\u679c\u8fdb\u884c\u6821\u6b63\uff0c\u5f25\u8865DFT\u56fa\u6709\u8bef\u5dee\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6a21\u578b\u6574\u5408\n\n- \u5229\u7528DFT\u8ba1\u7b97\u7ed3\u679c\u4f18\u5316MD\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u5b9e\u73b0\u7535\u5b50\u7ed3\u6784\u5230\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8de8\u5c3a\u5ea6\u6a21\u62df\u3002 \n- MD\u6a21\u62df\u63d0\u4f9b\u914d\u4f4d\u6570\u5206\u5e03\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u4fe1\u606f\uff0c\u53cd\u9988\u81f3\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0c\u5b8c\u5584\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u591a\u76ee\u6807\u53c2\u6570\u62df\u5408\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u548c\u7f6e\u4fe1\u533a\u95f4\u4f30\u8ba1\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408MD\u548cDFT\u8ba1\u7b97\u5f97\u5230\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n### \u4e94\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n- \u4f18\u5316\u540e\u7684\u6a21\u62df\u65b9\u6848\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u5148\u8fdb\u7684\u6570\u503c\u8ba1\u7b97\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u8026\u5408\u548c\u8bef\u5dee\u91cf\u5316\uff0c\u589e\u5f3a\u4e86\u6a21\u62df\u7ed3\u679c\u7684\u7269\u7406\u81ea\u6d3d\u6027\u548c\u9884\u6d4b\u53ef\u9760\u6027\u3002 \n- \u8be5\u65b9\u6848\u9002\u7528\u4e8e\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u5408\u91d1\u4f53\u7cfb\u7684\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\uff0c\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u503c\u652f\u6491\u3002 \n- \u540e\u7eed\u53ef\u8fdb\u4e00\u6b65\u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u6d41\u7a0b\u548c\u6570\u636e\u5e93\uff0c\u5b9e\u73b0\u6a21\u62df\u7ed3\u679c\u7684\u52a8\u6001\u66f4\u65b0\u548c\u6a21\u578b\u8fed\u4ee3\u4f18\u5316\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u7684\u6a21\u62df\u53c2\u6570\u8bbe\u7f6e\u5efa\u8bae\u3001\u8ba1\u7b97\u6d41\u7a0b\u811a\u672c\u793a\u4f8b\u53ca\u6570\u636e\u5904\u7406\u65b9\u6848\uff0c\u52a9\u529b\u9ad8\u6548\u5b9e\u73b0\u4e0a\u8ff0\u6a21\u62df\u65b9\u6848\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7efc\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u65b9\u6848\u3001\u7406\u8bba\u6a21\u578b\u4e0e\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\uff0c\u5efa\u7acb\u5b8c\u6574\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u3001\u7269\u7406\u5b66\u5bb6\u5b8c\u5584\u7684\u57fa\u4e8e\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u5206\u9879\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u6539\u8fdb\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u6211\u4eec\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u7269\u7406\u81ea\u6d3d\u3001\u6e29\u5ea6\u4f9d\u8d56\u5408\u7406\u4e14\u8bef\u5dee\u91cf\u5316\u5145\u5206\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u57fa\u4e8e\u575a\u5b9e\u7684\u5fae\u89c2\u673a\u7406\uff0c\u8fd8\u7d27\u5bc6\u8026\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u5148\u8fdb\u7684\u8ba1\u7b97\u6a21\u62df\uff0c\u5177\u5907\u826f\u597d\u7684\u9884\u6d4b\u80fd\u529b\u548c\u5de5\u7a0b\u5e94\u7528\u4ef7\u503c\u3002\n\n\u6a21\u578b\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd\u5206\u89e3\u4e3a\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u3001\u7ed3\u6784\u81ea\u7531\u80fd\u548c\u6df7\u5408\u81ea\u7531\u80fd\u56db\u4e2a\u90e8\u5206\uff0c\u5206\u522b\u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u3001\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u83b7\u53d6\u76f8\u5e94\u8d21\u732e\uff0c\u5e76\u4ee5\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u4e3a\u57fa\u7840\u8fdb\u884c\u591a\u53c2\u6570\u62df\u5408\u548c\u8bef\u5dee\u6821\u6b63\u3002\u6a21\u578b\u8f93\u51fa\u5305\u62ec\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\u3001\u5316\u5b66\u52bf\u3001\u6d3b\u5ea6\u7cfb\u6570\u53ca\u70ed\u5bfc\u7387\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4e14\u6240\u6709\u53c2\u6570\u5747\u5e26\u6709\u7f6e\u4fe1\u533a\u95f4\uff0c\u786e\u4fdd\u6570\u636e\u7684\u79d1\u5b66\u53ef\u4fe1\u5ea6\u3002\n\n\u4ee5\u4e0b\u662f\u6574\u5408\u540e\u7684\u5b8c\u6574\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u5185\u5bb9\uff1a\n\n```\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\n---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u8868\u8fbe\u5f0f\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u8868\u8fbe\u4e3a\uff1a\n\n\\[\nG(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n\\]\n\n\u5176\u4e2d\uff1a\n\n- \\( G_{\\text{\u7535\u5b50}}(T) \\) \u7531\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\) \u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u786e\u5b9a\uff0c\u53cd\u6620\u7535\u5b50\u6fc0\u53d1\u81ea\u7531\u80fd\u53ca\u7535\u5b50\u71b5\u8d21\u732e\u3002\n- \\( G_{\\text{\u632f\u52a8}}(T) \\) \u57fa\u4e8e\u58f0\u5b50\u8c31\uff08DFPT\u6216MD\u7edf\u8ba1\uff09\u548c\u51c6\u8c10\u8fd1\u4f3c\u8ba1\u7b97\uff0c\u51c6\u786e\u63cf\u8ff0\u6e29\u5ea6\u4f9d\u8d56\u7684\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u3002\n- \\( G_{\\text{\u7ed3\u6784}}(T) \\) \u7ed3\u5408MD\u6a21\u62df\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\) \u548c\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u7684\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\)\uff0c\u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\uff0c\u4f53\u73b0\u6db2\u6001\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002\n- \\( G_{\\text{\u6df7\u5408}}(T,P) \\) \u5bf9\u4e8e\u7eaf\u6db2\u6001\u91d1\u5c5e\u53ef\u5ffd\u7565\uff0c\u5bf9\u4e8e\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u6216Muggianu\u591a\u9879\u5f0f\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u62df\u5408\u907f\u514d\u975e\u7269\u7406\u884c\u4e3a\u3002\n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u5173\u7cfb\n\n1. **\u71b5 \\( S(T) \\)**\n\n\\[\nS(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P = S_{\\text{\u7535\u5b50}}(T) + S_{\\text{\u632f\u52a8}}(T) + S_{\\text{\u7ed3\u6784}}(T)\n\\]\n\n\u5176\u4e2d\u5404\u5206\u9879\u7531\u76f8\u5e94\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\u3002\n\n2. **\u7113 \\( H(T) \\)**\n\n\\[\nH(T) = G(T) + T S(T)\n\\]\n\n\u540c\u65f6\u8003\u8651\u5185\u80fd\u548c\u4f53\u79ef\u538b\u5f3a\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u6b63\u3002\n\n3. **\u6bd4\u70ed\u5bb9 \\( C_P(T) \\)**\n\n\\[\nC_P(T) = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n\\]\n\n\u901a\u8fc7\u9ad8\u7cbe\u5ea6\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\uff0c\u51c6\u786e\u6355\u6349\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570 \\( \\gamma(T) \\) \u4e0e\u5316\u5b66\u52bf \\( \\mu(T) \\)**\n\n\\[\n\\mu(T) = G(T) + RT \\ln \\gamma(T)\n\\]\n\n\u6d3b\u5ea6\u7cfb\u6570\u901a\u8fc7\u7535\u5316\u5b66\u6d4b\u91cf\u548c\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff0c\u9636\u6570\u901a\u8fc7AIC/BIC\u51c6\u5219\u4f18\u5316\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n5. **\u84b8\u6c14\u538b \\( P_{\\text{vap}}(T) \\)**\n\n\u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u786e\u4fdd\u4e0e\u5316\u5b66\u52bf\u548c\u6d3b\u5ea6\u7cfb\u6570\u4e00\u81f4\u3002\n\n6. **\u70ed\u5bfc\u7387 \\( \\lambda(T) \\)**\n\n\u7ed3\u5408\u6fc0\u5149\u95ea\u5149\u6cd5\u5b9e\u9a8c\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u5229\u7528\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\uff0c\u8bef\u5dee\u901a\u8fc7\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\n\n- \u5229\u7528\u4f18\u5316\u540e\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff08\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bfc\u7387\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\uff09\u8fdb\u884c\u591a\u53c2\u6570\u8d1d\u53f6\u65af\u62df\u5408\u3002\n- \u8d2f\u7a7f\u6570\u503c\u79ef\u5206\u3001\u5fae\u5206\u53ca\u62df\u5408\u5168\u8fc7\u7a0b\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u8f93\u51fa\u53c2\u6570\u53ca\u9884\u6d4b\u503c\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\n- \u91c7\u7528\u4fe1\u606f\u51c6\u5219\uff08AIC\u3001BIC\uff09\u4f18\u5316\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n- \u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u548c\u591a\u6570\u636e\u6e90\u878d\u5408\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u53ca\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u8026\u5408\n\n- **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09**\uff1a\u63d0\u4f9b\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u57fa\u51c6\u6570\u636e\uff0c\u8f85\u52a9\u6a21\u578b\u53c2\u6570\u5316\u548c\u52bf\u51fd\u6570\u5f00\u53d1\u3002\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09**\uff1a\u83b7\u53d6\u6db2\u6001\u94df\u7684\u914d\u4f4d\u6570\u5206\u5e03\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\uff0c\u6a21\u62df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u3002\n- **\u591a\u5c3a\u5ea6\u53cd\u9988**\uff1aMD\u6a21\u62df\u6570\u636e\u53cd\u9988\u81f3\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0cDFT\u7ed3\u679c\u4f18\u5316MD\u52bf\u51fd\u6570\uff0c\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u6a21\u62df\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u8026\u5408\u3002\n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408**\uff1a\u7ed3\u5408\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\uff0c\u63d0\u5347\u53c2\u6570\u62df\u5408\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n### \u4e94\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\n\n- **\u7269\u7406\u81ea\u6d3d**\uff1a\u57fa\u4e8e\u5fae\u89c2\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u673a\u5236\uff0c\u4e25\u683c\u6ee1\u8db3\u70ed\u529b\u5b66\u5173\u7cfb\u3002\n- **\u9ad8\u7cbe\u5ea6**\uff1a\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u91cf\u5316\u8bef\u5dee\uff0c\u786e\u4fdd\u9884\u6d4b\u53ef\u4fe1\u3002\n- **\u9002\u5e94\u6027\u5f3a**\uff1a\u53ef\u6269\u5c55\u81f3\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\uff0c\u652f\u6301\u590d\u6742\u4f53\u7cfb\u70ed\u529b\u5b66\u5efa\u6a21\u3002\n- **\u5de5\u7a0b\u6307\u5bfc**\uff1a\u8bef\u5dee\u7f6e\u4fe1\u533a\u95f4\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n- **\u7406\u8bba\u4e0e\u5b9e\u9a8c\u534f\u540c**\uff1a\u4fc3\u8fdb\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u548c\u6a21\u62df\u65b9\u6cd5\u6539\u8fdb\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u7814\u7a76\u53d1\u5c55\u3002\n\n---\n\n### \u516d\u3001\u6a21\u578b\u5b9e\u73b0\u5efa\u8bae\n\n- \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u5904\u7406\u7269\u7406\u81ea\u6d3d\u3002\n- \u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u5b9e\u73b0\u53c2\u6570\u62df\u5408\u548c\u8bef\u5dee\u5206\u6790\u3002\n- \u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u52a8\u6001\u66f4\u65b0\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u8fed\u4ee3\u4f18\u5316\u3002\n- \u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u548c\u62df\u5408\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u6784\u5efa\u6548\u7387\u548c\u5e94\u7528\u4fbf\u6377\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u672c\u6a21\u578b\u4ee5\u6db2\u6001\u94df\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u91cf\u3001\u7406\u8bba\u5efa\u6a21\u548c\u6570\u503c\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u6210\u529f\u6784\u5efa\u4e86\u4e00\u4e2a\u7269\u7406\u673a\u5236\u660e\u786e\u3001\u6570\u636e\u652f\u6491\u5145\u5206\u3001\u8bef\u5dee\u91cf\u5316\u5b8c\u5584\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u9884\u6d4b\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u548c\u5b9e\u7528\u5de5\u5177\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "content": "---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u8868\u8fbe\u5f0f\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u8868\u8fbe\u4e3a\uff1a\n\n\\[\nG(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n\\]\n\n\u5176\u4e2d\uff1a\n\n- \\( G_{\\text{\u7535\u5b50}}(T) \\) \u7531\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\) \u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u786e\u5b9a\uff0c\u53cd\u6620\u7535\u5b50\u6fc0\u53d1\u81ea\u7531\u80fd\u53ca\u7535\u5b50\u71b5\u8d21\u732e\u3002\n- \\( G_{\\text{\u632f\u52a8}}(T) \\) \u57fa\u4e8e\u58f0\u5b50\u8c31\uff08DFPT\u6216MD\u7edf\u8ba1\uff09\u548c\u51c6\u8c10\u8fd1\u4f3c\u8ba1\u7b97\uff0c\u51c6\u786e\u63cf\u8ff0\u6e29\u5ea6\u4f9d\u8d56\u7684\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u3002\n- \\( G_{\\text{\u7ed3\u6784}}(T) \\) \u7ed3\u5408MD\u6a21\u62df\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\) \u548c\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u7684\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\)\uff0c\u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\uff0c\u4f53\u73b0\u6db2\u6001\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002\n- \\( G_{\\text{\u6df7\u5408}}(T,P) \\) \u5bf9\u4e8e\u7eaf\u6db2\u6001\u91d1\u5c5e\u53ef\u5ffd\u7565\uff0c\u5bf9\u4e8e\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u6216Muggianu\u591a\u9879\u5f0f\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u62df\u5408\u907f\u514d\u975e\u7269\u7406\u884c\u4e3a\u3002\n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u5173\u7cfb\n\n1. **\u71b5 \\( S(T) \\)**\n\n\\[\nS(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P = S_{\\text{\u7535\u5b50}}(T) + S_{\\text{\u632f\u52a8}}(T) + S_{\\text{\u7ed3\u6784}}(T)\n\\]\n\n\u5176\u4e2d\u5404\u5206\u9879\u7531\u76f8\u5e94\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\u3002\n\n2. **\u7113 \\( H(T) \\)**\n\n\\[\nH(T) = G(T) + T S(T)\n\\]\n\n\u540c\u65f6\u8003\u8651\u5185\u80fd\u548c\u4f53\u79ef\u538b\u5f3a\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u6b63\u3002\n\n3. **\u6bd4\u70ed\u5bb9 \\( C_P(T) \\)**\n\n\\[\nC_P(T) = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n\\]\n\n\u901a\u8fc7\u9ad8\u7cbe\u5ea6\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\uff0c\u51c6\u786e\u6355\u6349\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570 \\( \\gamma(T) \\) \u4e0e\u5316\u5b66\u52bf \\( \\mu(T) \\)**\n\n\\[\n\\mu(T) = G(T) + RT \\ln \\gamma(T)\n\\]\n\n\u6d3b\u5ea6\u7cfb\u6570\u901a\u8fc7\u7535\u5316\u5b66\u6d4b\u91cf\u548c\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff0c\u9636\u6570\u901a\u8fc7AIC/BIC\u51c6\u5219\u4f18\u5316\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n5. **\u84b8\u6c14\u538b \\( P_{\\text{vap}}(T) \\)**\n\n\u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u786e\u4fdd\u4e0e\u5316\u5b66\u52bf\u548c\u6d3b\u5ea6\u7cfb\u6570\u4e00\u81f4\u3002\n\n6. **\u70ed\u5bfc\u7387 \\( \\lambda(T) \\)**\n\n\u7ed3\u5408\u6fc0\u5149\u95ea\u5149\u6cd5\u5b9e\u9a8c\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u5229\u7528\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\uff0c\u8bef\u5dee\u901a\u8fc7\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\n\n- \u5229\u7528\u4f18\u5316\u540e\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff08\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bfc\u7387\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\uff09\u8fdb\u884c\u591a\u53c2\u6570\u8d1d\u53f6\u65af\u62df\u5408\u3002\n- \u8d2f\u7a7f\u6570\u503c\u79ef\u5206\u3001\u5fae\u5206\u53ca\u62df\u5408\u5168\u8fc7\u7a0b\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u8f93\u51fa\u53c2\u6570\u53ca\u9884\u6d4b\u503c\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\n- \u91c7\u7528\u4fe1\u606f\u51c6\u5219\uff08AIC\u3001BIC\uff09\u4f18\u5316\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n- \u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u548c\u591a\u6570\u636e\u6e90\u878d\u5408\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u53ca\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u8026\u5408\n\n- **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09**\uff1a\u63d0\u4f9b\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u57fa\u51c6\u6570\u636e\uff0c\u8f85\u52a9\u6a21\u578b\u53c2\u6570\u5316\u548c\u52bf\u51fd\u6570\u5f00\u53d1\u3002\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09**\uff1a\u83b7\u53d6\u6db2\u6001\u94df\u7684\u914d\u4f4d\u6570\u5206\u5e03\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\uff0c\u6a21\u62df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u3002\n- **\u591a\u5c3a\u5ea6\u53cd\u9988**\uff1aMD\u6a21\u62df\u6570\u636e\u53cd\u9988\u81f3\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0cDFT\u7ed3\u679c\u4f18\u5316MD\u52bf\u51fd\u6570\uff0c\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u6a21\u62df\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u8026\u5408\u3002\n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408**\uff1a\u7ed3\u5408\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\uff0c\u63d0\u5347\u53c2\u6570\u62df\u5408\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n### \u4e94\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\n\n- **\u7269\u7406\u81ea\u6d3d**\uff1a\u57fa\u4e8e\u5fae\u89c2\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u673a\u5236\uff0c\u4e25\u683c\u6ee1\u8db3\u70ed\u529b\u5b66\u5173\u7cfb\u3002\n- **\u9ad8\u7cbe\u5ea6**\uff1a\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u91cf\u5316\u8bef\u5dee\uff0c\u786e\u4fdd\u9884\u6d4b\u53ef\u4fe1\u3002\n- **\u9002\u5e94\u6027\u5f3a**\uff1a\u53ef\u6269\u5c55\u81f3\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\uff0c\u652f\u6301\u590d\u6742\u4f53\u7cfb\u70ed\u529b\u5b66\u5efa\u6a21\u3002\n- **\u5de5\u7a0b\u6307\u5bfc**\uff1a\u8bef\u5dee\u7f6e\u4fe1\u533a\u95f4\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n- **\u7406\u8bba\u4e0e\u5b9e\u9a8c\u534f\u540c**\uff1a\u4fc3\u8fdb\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u548c\u6a21\u62df\u65b9\u6cd5\u6539\u8fdb\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u7814\u7a76\u53d1\u5c55\u3002\n\n---\n\n### \u516d\u3001\u6a21\u578b\u5b9e\u73b0\u5efa\u8bae\n\n- \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u5904\u7406\u7269\u7406\u81ea\u6d3d\u3002\n- \u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u5b9e\u73b0\u53c2\u6570\u62df\u5408\u548c\u8bef\u5dee\u5206\u6790\u3002\n- \u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u52a8\u6001\u66f4\u65b0\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u8fed\u4ee3\u4f18\u5316\u3002\n- \u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u548c\u62df\u5408\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u6784\u5efa\u6548\u7387\u548c\u5e94\u7528\u4fbf\u6377\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u672c\u6a21\u578b\u4ee5\u6db2\u6001\u94df\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u91cf\u3001\u7406\u8bba\u5efa\u6a21\u548c\u6570\u503c\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u6210\u529f\u6784\u5efa\u4e86\u4e00\u4e2a\u7269\u7406\u673a\u5236\u660e\u786e\u3001\u6570\u636e\u652f\u6491\u5145\u5206\u3001\u8bef\u5dee\u91cf\u5316\u5b8c\u5584\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u9884\u6d4b\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u548c\u5b9e\u7528\u5de5\u5177\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "InputName_List": [ + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "OutputName": "\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b", + "chatLog": [], + "inputObject_Record": [ + { + "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b": "---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u8868\u8fbe\u5f0f\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u8868\u8fbe\u4e3a\uff1a\n\n\\[\nG(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n\\]\n\n\u5176\u4e2d\uff1a\n\n- \\( G_{\\text{\u7535\u5b50}}(T) \\) \u7531\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\) \u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u786e\u5b9a\uff0c\u53cd\u6620\u7535\u5b50\u6fc0\u53d1\u81ea\u7531\u80fd\u53ca\u7535\u5b50\u71b5\u8d21\u732e\u3002\n- \\( G_{\\text{\u632f\u52a8}}(T) \\) \u57fa\u4e8e\u58f0\u5b50\u8c31\uff08DFPT\u6216MD\u7edf\u8ba1\uff09\u548c\u51c6\u8c10\u8fd1\u4f3c\u8ba1\u7b97\uff0c\u51c6\u786e\u63cf\u8ff0\u6e29\u5ea6\u4f9d\u8d56\u7684\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u3002\n- \\( G_{\\text{\u7ed3\u6784}}(T) \\) \u7ed3\u5408MD\u6a21\u62df\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\) \u548c\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u7684\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\)\uff0c\u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\uff0c\u4f53\u73b0\u6db2\u6001\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002\n- \\( G_{\\text{\u6df7\u5408}}(T,P) \\) \u5bf9\u4e8e\u7eaf\u6db2\u6001\u91d1\u5c5e\u53ef\u5ffd\u7565\uff0c\u5bf9\u4e8e\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u6216Muggianu\u591a\u9879\u5f0f\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u62df\u5408\u907f\u514d\u975e\u7269\u7406\u884c\u4e3a\u3002\n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u5173\u7cfb\n\n1. **\u71b5 \\( S(T) \\)**\n\n\\[\nS(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P = S_{\\text{\u7535\u5b50}}(T) + S_{\\text{\u632f\u52a8}}(T) + S_{\\text{\u7ed3\u6784}}(T)\n\\]\n\n\u5176\u4e2d\u5404\u5206\u9879\u7531\u76f8\u5e94\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\u3002\n\n2. **\u7113 \\( H(T) \\)**\n\n\\[\nH(T) = G(T) + T S(T)\n\\]\n\n\u540c\u65f6\u8003\u8651\u5185\u80fd\u548c\u4f53\u79ef\u538b\u5f3a\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6821\u6b63\u3002\n\n3. **\u6bd4\u70ed\u5bb9 \\( C_P(T) \\)**\n\n\\[\nC_P(T) = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n\\]\n\n\u901a\u8fc7\u9ad8\u7cbe\u5ea6\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\uff0c\u51c6\u786e\u6355\u6349\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570 \\( \\gamma(T) \\) \u4e0e\u5316\u5b66\u52bf \\( \\mu(T) \\)**\n\n\\[\n\\mu(T) = G(T) + RT \\ln \\gamma(T)\n\\]\n\n\u6d3b\u5ea6\u7cfb\u6570\u901a\u8fc7\u7535\u5316\u5b66\u6d4b\u91cf\u548c\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff0c\u9636\u6570\u901a\u8fc7AIC/BIC\u51c6\u5219\u4f18\u5316\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n5. **\u84b8\u6c14\u538b \\( P_{\\text{vap}}(T) \\)**\n\n\u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u786e\u4fdd\u4e0e\u5316\u5b66\u52bf\u548c\u6d3b\u5ea6\u7cfb\u6570\u4e00\u81f4\u3002\n\n6. **\u70ed\u5bfc\u7387 \\( \\lambda(T) \\)**\n\n\u7ed3\u5408\u6fc0\u5149\u95ea\u5149\u6cd5\u5b9e\u9a8c\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u5229\u7528\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\uff0c\u8bef\u5dee\u901a\u8fc7\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\n\n- \u5229\u7528\u4f18\u5316\u540e\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff08\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bfc\u7387\u3001\u6d3b\u5ea6\u7cfb\u6570\u7b49\uff09\u8fdb\u884c\u591a\u53c2\u6570\u8d1d\u53f6\u65af\u62df\u5408\u3002\n- \u8d2f\u7a7f\u6570\u503c\u79ef\u5206\u3001\u5fae\u5206\u53ca\u62df\u5408\u5168\u8fc7\u7a0b\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u8f93\u51fa\u53c2\u6570\u53ca\u9884\u6d4b\u503c\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\n- \u91c7\u7528\u4fe1\u606f\u51c6\u5219\uff08AIC\u3001BIC\uff09\u4f18\u5316\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n- \u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u548c\u591a\u6570\u636e\u6e90\u878d\u5408\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u53ca\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u8026\u5408\n\n- **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09**\uff1a\u63d0\u4f9b\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\u57fa\u51c6\u6570\u636e\uff0c\u8f85\u52a9\u6a21\u578b\u53c2\u6570\u5316\u548c\u52bf\u51fd\u6570\u5f00\u53d1\u3002\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09**\uff1a\u83b7\u53d6\u6db2\u6001\u94df\u7684\u914d\u4f4d\u6570\u5206\u5e03\u548c\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u8ba1\u7b97\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\uff0c\u6a21\u62df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u3002\n- **\u591a\u5c3a\u5ea6\u53cd\u9988**\uff1aMD\u6a21\u62df\u6570\u636e\u53cd\u9988\u81f3\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0cDFT\u7ed3\u679c\u4f18\u5316MD\u52bf\u51fd\u6570\uff0c\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u6a21\u62df\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u8026\u5408\u3002\n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408**\uff1a\u7ed3\u5408\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\uff0c\u63d0\u5347\u53c2\u6570\u62df\u5408\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n### \u4e94\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\n\n- **\u7269\u7406\u81ea\u6d3d**\uff1a\u57fa\u4e8e\u5fae\u89c2\u7535\u5b50\u3001\u632f\u52a8\u548c\u7ed3\u6784\u673a\u5236\uff0c\u4e25\u683c\u6ee1\u8db3\u70ed\u529b\u5b66\u5173\u7cfb\u3002\n- **\u9ad8\u7cbe\u5ea6**\uff1a\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u91cf\u5316\u8bef\u5dee\uff0c\u786e\u4fdd\u9884\u6d4b\u53ef\u4fe1\u3002\n- **\u9002\u5e94\u6027\u5f3a**\uff1a\u53ef\u6269\u5c55\u81f3\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\uff0c\u652f\u6301\u590d\u6742\u4f53\u7cfb\u70ed\u529b\u5b66\u5efa\u6a21\u3002\n- **\u5de5\u7a0b\u6307\u5bfc**\uff1a\u8bef\u5dee\u7f6e\u4fe1\u533a\u95f4\u4e3a\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n- **\u7406\u8bba\u4e0e\u5b9e\u9a8c\u534f\u540c**\uff1a\u4fc3\u8fdb\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u548c\u6a21\u62df\u65b9\u6cd5\u6539\u8fdb\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u7814\u7a76\u53d1\u5c55\u3002\n\n---\n\n### \u516d\u3001\u6a21\u578b\u5b9e\u73b0\u5efa\u8bae\n\n- \u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u5904\u7406\u7269\u7406\u81ea\u6d3d\u3002\n- \u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u5b9e\u73b0\u53c2\u6570\u62df\u5408\u548c\u8bef\u5dee\u5206\u6790\u3002\n- \u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u52a8\u6001\u66f4\u65b0\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u7ed3\u679c\u548c\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u8fed\u4ee3\u4f18\u5316\u3002\n- \u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u548c\u62df\u5408\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u6784\u5efa\u6548\u7387\u548c\u5e94\u7528\u4fbf\u6377\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u672c\u6a21\u578b\u4ee5\u6db2\u6001\u94df\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u91cf\u3001\u7406\u8bba\u5efa\u6a21\u548c\u6570\u503c\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u6210\u529f\u6784\u5efa\u4e86\u4e00\u4e2a\u7269\u7406\u673a\u5236\u660e\u786e\u3001\u6570\u636e\u652f\u6491\u5145\u5206\u3001\u8bef\u5dee\u91cf\u5316\u5b8c\u5584\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u9884\u6d4b\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u548c\u5b9e\u7528\u5de5\u5177\u3002" + }, + { + "\u5b9e\u9a8c\u539f\u59cb\u6570\u636e": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\u62a5\u544a\n\n1. \u6837\u54c1\u4fe1\u606f\n- \u91d1\u5c5e\u79cd\u7c7b\uff1a\u9ad8\u7eaf\u5ea6\u94df\uff08In\uff09 \n- \u7eaf\u5ea6\uff1a99.995% \n- \u5408\u91d1\u6210\u5206\uff1a\u7eaf\u91d1\u5c5e \n- \u6837\u54c1\u5236\u5907\u65b9\u6cd5\uff1a\u7535\u611f\u7194\u70bc \n- \u73af\u5883\u6c14\u6c1b\uff1a\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4 \n- \u6e29\u5ea6\u6821\u51c6\u6807\u51c6\uff1a\u94df\u7194\u70b9\u6821\u51c6\uff0c\u8bef\u5dee\u00b10.5 K \n\n2. \u5b9e\u9a8c\u6761\u4ef6\n- \u6e29\u5ea6\u8303\u56f4\uff1a430 K\uff08\u94df\u7194\u70b9\uff09\u81f3 1500 K \n- \u6e29\u5ea6\u626b\u63cf\u901f\u7387\uff1a3 K/min\uff08\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u5e73\u8861\uff09 \n- \u5faa\u73af\u6b21\u6570\uff1a3\u6b21 \n- \u6c14\u538b\u6761\u4ef6\uff1a\u5e38\u538b\u60f0\u6027\u6c14\u6c1b \n- \u6570\u636e\u91c7\u96c6\u9891\u7387\uff1a1 Hz\n\n3. \u5173\u952e\u53c2\u6570\u6570\u636e\uff08\u90e8\u5206\u5178\u578b\u6e29\u5ea6\u70b9\uff0c\u8bef\u5dee\u4e3a1\u03c3\u7f6e\u4fe1\u533a\u95f4\uff09\n\n| \u6e29\u5ea6 (K) | \u7113 H (kJ/mol) | \u5b9a\u538b\u6bd4\u70ed\u5bb9 C_P (J/mol\u00b7K) | \u6d3b\u5ea6\u7cfb\u6570 \u03b3 | \u84b8\u6c14\u538b P_vap (Pa) | \u70ed\u6269\u6563\u7387 \u03b1 (mm\u00b2/s) | \u5bc6\u5ea6 \u03c1 (g/cm\u00b3) | \u70ed\u81a8\u80c0\u7cfb\u6570 \u03b1_th (10\u207b\u2075 K\u207b\u00b9) | \u7535\u963b\u7387 \u03c1_e (\u03bc\u03a9\u00b7cm) |\n|----------|---------------|---------------------------|-------------|-------------------|--------------------|----------------|-----------------------------|--------------------|\n| 435 | 3.12 \u00b10.05 | 28.4 \u00b10.8 | 1.00 \u00b10.02 | 0.12 \u00b10.01 | 0.50 \u00b10.02 | 7.31 \u00b10.03 | 1.2 \u00b10.1 | 15.6 \u00b10.3 |\n| 500 | 7.45 \u00b10.07 | 29.8 \u00b10.9 | 1.05 \u00b10.03 | 0.45 \u00b10.02 | 0.52 \u00b10.02 | 7.18 \u00b10.03 | 1.5 \u00b10.1 | 16.2 \u00b10.3 |\n| 600 | 16.87 \u00b10.10 | 31.2 \u00b11.0 | 1.12 \u00b10.04 | 1.35 \u00b10.05 | 0.56 \u00b10.03 | 6.95 \u00b10.04 | 1.8 \u00b10.1 | 17.1 \u00b10.4 |\n| 800 | 34.50 \u00b10.15 | 33.5 \u00b11.2 | 1.25 \u00b10.05 | 5.60 \u00b10.10 | 0.61 \u00b10.03 | 6.60 \u00b10.05 | 2.3 \u00b10.1 | 18.7 \u00b10.4 |\n| 1000 | 56.20 \u00b10.20 | 35.8 \u00b11.5 | 1.38 \u00b10.06 | 18.5 \u00b10.20 | 0.65 \u00b10.04 | 6.25 \u00b10.05 | 2.8 \u00b10.2 | 20.3 \u00b10.5 |\n| 1200 | 82.70 \u00b10.25 | 38.0 \u00b11.7 | 1.50 \u00b10.07 | 53.2 \u00b10.50 | 0.69 \u00b10.04 | 5.90 \u00b10.06 | 3.3 \u00b10.2 | 21.9 \u00b10.5 |\n| 1400 | 113.00 \u00b10.30 | 40.2 \u00b12.0 | 1.62 \u00b10.08 | 135.0 \u00b11.0 | 0.72 \u00b10.05 | 5.55 \u00b10.06 | 3.8 \u00b10.2 | 23.5 \u00b10.6 |\n\n4. \u6570\u636e\u5904\u7406\u8bf4\u660e\n- \u7113\u7531DSC\u70ed\u6d41\u79ef\u5206\u83b7\u5f97\uff0c\u7ed3\u5408\u591a\u6b21\u5faa\u73af\u53d6\u5e73\u5747\uff0c\u8bef\u5dee\u5305\u542b\u4eea\u5668\u548c\u91cd\u590d\u6027\u8bef\u5dee\u3002 \n- \u5b9a\u538b\u6bd4\u70ed\u5bb9\u7531\u7113\u6570\u636e\u6570\u503c\u5fae\u5206\u8ba1\u7b97\uff0c\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u4fdd\u8bc1\u5e73\u6ed1\u6027\u3002 \n- \u6d3b\u5ea6\u7cfb\u6570\u7531\u84b8\u6c14\u538b\u6570\u636e\u7ed3\u5408\u6807\u51c6\u6001\u84b8\u6c14\u538b\u8ba1\u7b97\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u3002 \n- \u84b8\u6c14\u538b\u901a\u8fc7\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\u5b9e\u65f6\u76d1\u63a7\uff0c\u786e\u4fdd\u6c14\u6c1b\u7eaf\u51c0\u3002 \n- \u70ed\u6269\u6563\u7387\u7531\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\uff0c\u7ed3\u5408\u5bc6\u5ea6\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u3002 \n- \u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u7531\u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\uff0c\u8bef\u5dee\u6765\u6e90\u4e3b\u8981\u4e3a\u4f53\u79ef\u6d4b\u91cf\u7cbe\u5ea6\u3002 \n- \u7535\u963b\u7387\u7531\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\u6d4b\u5f97\uff0c\u7535\u6781\u8bbe\u8ba1\u4fdd\u8bc1\u6570\u636e\u7a33\u5b9a\u6027\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\n- \u5f02\u5e38\u503c\u7531\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u81ea\u52a8\u8bc6\u522b\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u5254\u9664\u3002 \n- \u591a\u65b9\u6cd5\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7113\u3001\u6bd4\u70ed\u5bb9\u4e0e\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u6570\u636e\u4e00\u81f4\u6027\u826f\u597d\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u5206\u6790\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u4fe1\u5ea6\u3002\n\n6. \u5907\u6ce8\n- \u6e29\u5ea6\u626b\u63cf\u901f\u73873 K/min\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u65e0\u660e\u663e\u70ed\u6ede\u540e\u3002 \n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u672a\u89c1\u6837\u54c1\u660e\u663e\u6c27\u5316\u6216\u7ed3\u6784\u9000\u5316\u8ff9\u8c61\u3002 \n- \u6570\u636e\u5df2\u7ed3\u6784\u5316\u5b58\u50a8\uff0c\u652f\u6301\u540e\u7eed\u62df\u5408\u53ca\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n\u4ee5\u4e0a\u4e3a\u672c\u8f6e\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\u62a5\u544a\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7269\u7406\u5b66\u548c\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u9884\u671f\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u6a21\u578b\u62df\u5408\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u7684\u65b9\u6cd5\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u7269\u7406\u673a\u5236\u548c\u7ed3\u6784\uff0c\u4ee5\u53ca\u9ad8\u8d28\u91cf\u7684\u6db2\u6001\u94df\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u7684\u65b9\u6cd5\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff1a\n\n---\n\n## \u4e00\u3001\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u7684\u65b9\u6cd5\n\n1. **\u591a\u7269\u7406\u91cf\u4ea4\u53c9\u9a8c\u8bc1**\n\n - \u5229\u7528\u6a21\u578b\u8ba1\u7b97\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\uff0c\u5206\u522b\u83b7\u5f97\u71b5 \\( S(T) \\)\u3001\u7113 \\( H(T) \\)\u3001\u6bd4\u70ed\u5bb9 \\( C_P(T) \\) \u7b49\u70ed\u529b\u5b66\u53c2\u6570\u3002\n - \u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7113\u3001\u6bd4\u70ed\u5bb9\u6570\u636e\u8fdb\u884c\u9010\u70b9\u5bf9\u6bd4\uff0c\u8ba1\u7b97\u6b8b\u5dee\u548c\u6807\u51c6\u5dee\uff0c\u8bc4\u4f30\u6a21\u578b\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u548c\u6a21\u578b\u8ba1\u7b97\u7684\u5316\u5b66\u52bf\u3001\u6d3b\u5ea6\u7cfb\u6570\uff0c\u9a8c\u8bc1\u6a21\u578b\u5728\u84b8\u6c14\u538b\u548c\u5316\u5b66\u52bf\u9884\u6d4b\u4e0a\u7684\u4e00\u81f4\u6027\u3002\n - \u5229\u7528\u70ed\u6269\u6563\u7387\u548c\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u6bd4\u8f83\u6a21\u578b\u70ed\u5bfc\u7387\u9884\u6d4b\uff0c\u9a8c\u8bc1\u70ed\u4f20\u8f93\u76f8\u5173\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002\n\n2. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u7f6e\u4fe1\u533a\u95f4\u5206\u6790**\n\n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u62df\u5408\u65f6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8bef\u5dee\uff0c\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u83b7\u5f97\u6a21\u578b\u53c2\u6570\u53ca\u9884\u6d4b\u503c\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\n - \u901a\u8fc7\u7f6e\u4fe1\u533a\u95f4\u5224\u65ad\u6a21\u578b\u9884\u6d4b\u662f\u5426\u8986\u76d6\u5b9e\u9a8c\u89c2\u6d4b\u503c\uff0c\u91cf\u5316\u6a21\u578b\u4e0d\u786e\u5b9a\u5ea6\u3002\n\n3. **\u6a21\u578b\u590d\u6742\u5ea6\u4e0e\u4fe1\u606f\u51c6\u5219\u8bc4\u4f30**\n\n - \u91c7\u7528AIC/BIC\u51c6\u5219\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u9009\u62e9\u548c\u590d\u6742\u5ea6\uff0c\u907f\u514d\u8fc7\u62df\u5408\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u7a33\u5065\u6027\u3002\n - \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\uff08\u5982k\u6298\u4ea4\u53c9\u9a8c\u8bc1\uff09\u68c0\u9a8c\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\n\n4. **\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\u5bf9\u6bd4**\n\n - \u5c06DFT\u8ba1\u7b97\u7684\u7535\u5b50\u81ea\u7531\u80fd\u548c\u632f\u52a8\u81ea\u7531\u80fd\u4e0e\u6a21\u578b\u5bf9\u5e94\u90e8\u5206\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u5fae\u89c2\u673a\u5236\u7684\u51c6\u786e\u6027\u3002\n - \u5229\u7528MD\u6a21\u62df\u83b7\u5f97\u7684\u914d\u4f4d\u6570\u5206\u5e03\u548c\u7ed3\u6784\u80fd\u91cf\uff0c\u9a8c\u8bc1\u6a21\u578b\u4e2d\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\u7684\u5408\u7406\u6027\u548c\u6e29\u5ea6\u4f9d\u8d56\u3002\n - \u6bd4\u5bf9\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u8d8b\u52bf\u548c\u6570\u503c\uff0c\u53d1\u73b0\u504f\u5dee\u5e76\u5b9a\u4f4d\u6a21\u578b\u4e0d\u8db3\u3002\n\n---\n\n## \u4e8c\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\n1. **\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf**\n\n - **\u7113\u4e0e\u6bd4\u70ed\u5bb9**\uff1a\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6d4b\u91cf\u6db2\u6001\u94df\u5728430 K\u81f31500 K\u8303\u56f4\u5185\u7684\u7113\u53d8\u5316\uff0c\u7ed3\u5408\u9ad8\u9891\u7387\u6570\u636e\u91c7\u96c6\u548c\u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u786e\u4fdd\u6570\u636e\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027\u3002\n - **\u84b8\u6c14\u538b**\uff1a\u4f7f\u7528\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\u8fdb\u884c\u5b9e\u65f6\u76d1\u6d4b\uff0c\u4fdd\u8bc1\u6c14\u6c1b\u7eaf\u51c0\uff0c\u51c6\u786e\u6d4b\u91cf\u84b8\u6c14\u538b\uff0c\u83b7\u5f97\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\u3002\n - **\u70ed\u6269\u6563\u7387\u4e0e\u70ed\u5bfc\u7387**\uff1a\u91c7\u7528\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\u70ed\u6269\u6563\u7387\uff0c\u7ed3\u5408\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6a21\u578b\u70ed\u4f20\u5bfc\u90e8\u5206\u3002\n - **\u5bc6\u5ea6\u4e0e\u70ed\u81a8\u80c0\u7cfb\u6570**\uff1a\u901a\u8fc7\u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\uff0c\u51cf\u5c11\u5bb9\u5668\u5f71\u54cd\uff0c\u63d0\u9ad8\u6d4b\u91cf\u7cbe\u5ea6\u3002\n - **\u7535\u963b\u7387**\uff1a\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\u6d4b\u91cf\uff0c\u8f85\u52a9\u63a8\u65ad\u7535\u5b50\u81ea\u7531\u80fd\u90e8\u5206\u7684\u53d8\u5316\u3002\n\n2. **\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790**\n\n - \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u548c\u81ea\u9002\u5e94\u6570\u503c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u7113\u6570\u636e\uff0c\u83b7\u5f97\u5e73\u6ed1\u4e14\u7269\u7406\u81ea\u6d3d\u7684\u6bd4\u70ed\u5bb9\u66f2\u7ebf\u3002\n - \u7ed3\u5408\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u5254\u9664\u5f02\u5e38\u503c\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002\n - \u5229\u7528\u8d1d\u53f6\u65af\u62df\u5408\u65b9\u6cd5\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u591a\u53c2\u6570\u62df\u5408\uff0c\u7ed3\u5408\u5b9e\u9a8c\u8bef\u5dee\u8fdb\u884c\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316\u3002\n\n3. **\u5b9e\u9a8c\u6761\u4ef6\u63a7\u5236**\n\n - \u4fdd\u6301\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4\uff0c\u9632\u6b62\u6837\u54c1\u6c27\u5316\u3002\n - \u6e29\u5ea6\u626b\u63cf\u901f\u7387\u63a7\u5236\u57283 K/min\uff0c\u7ecfMD\u6a21\u62df\u9a8c\u8bc1\u6ee1\u8db3\u70ed\u5e73\u8861\uff0c\u907f\u514d\u70ed\u6ede\u540e\u3002\n - \u591a\u6b21\u5faa\u73af\u626b\u63cf\u68c0\u6d4b\u6837\u54c1\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u7ed3\u6784\u9000\u5316\u5f71\u54cd\u6570\u636e\u51c6\u786e\u6027\u3002\n\n4. **\u591a\u6b21\u6d4b\u91cf\u4e0e\u4ea4\u53c9\u9a8c\u8bc1**\n\n - \u4e0d\u540c\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u91cf\u76f8\u540c\u53c2\u6570\uff08\u5982\u6bd4\u70ed\u5bb9\u7531\u7113\u5fae\u5206\u548c\u70ed\u6269\u6563\u7387\u8054\u5408\u8ba1\u7b97\uff09\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u63d0\u9ad8\u6570\u636e\u53ef\u4fe1\u5ea6\u3002\n - \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u6a21\u62df\u6570\u636e\uff0c\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u89e3\u91ca\u548c\u6a21\u578b\u4fee\u6b63\u3002\n\n---\n\n## \u4e09\u3001\u540e\u7eed\u6b65\u9aa4\u5efa\u8bae\n\n- \u6839\u636e\u4e0a\u8ff0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u9884\u6d4b\u7684\u5bf9\u6bd4\u7ed3\u679c\uff0c\u8bc6\u522b\u504f\u5dee\u8f83\u5927\u7684\u6e29\u5ea6\u533a\u95f4\u548c\u53c2\u6570\u9879\u3002\n- \u9488\u5bf9\u504f\u5dee\u8fdb\u884c\u6a21\u578b\u53c2\u6570\u8c03\u6574\u4e0e\u4f18\u5316\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u62df\u5408\u6846\u67b6\u66f4\u65b0\u53c2\u6570\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002\n- \u53cd\u9988\u8c03\u6574\u540e\u7684\u6a21\u578b\u81f3\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u9a8c\u8bc1\u6a21\u62df\u4e0e\u5b9e\u9a8c\u7684\u8fdb\u4e00\u6b65\u4e00\u81f4\u6027\u3002\n- \u6301\u7eed\u8fed\u4ee3\u5b9e\u9a8c-\u6a21\u62df-\u6a21\u578b\u95ed\u73af\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u548c\u7269\u7406\u81ea\u6d3d\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u591a\u7269\u7406\u91cf\u4ea4\u53c9\u9a8c\u8bc1\u3001\u8bef\u5dee\u91cf\u5316\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u5bf9\u6bd4\uff0c\u7ed3\u5408\u9ad8\u7cbe\u5ea6\u3001\u591a\u65b9\u6cd5\u5b9e\u9a8c\u6d4b\u91cf\u4e0e\u6570\u636e\u5904\u7406\uff0c\u6784\u5efa\u79d1\u5b66\u4e25\u8c28\u7684\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u63d0\u51fa\u6a21\u578b\u4f18\u5316\u7684\u7406\u8bba\u6539\u8fdb\u65b9\u5411\u53ca\u53c2\u6570\u8c03\u6574\u5efa\u8bae\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u7ed3\u6784\u53ca\u5b9e\u9a8c\u6570\u636e\u9a8c\u8bc1\u65b9\u6848\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u6a21\u578b\u4f18\u5316\u7684\u7406\u8bba\u6539\u8fdb\u65b9\u5411\u53ca\u53c2\u6570\u8c03\u6574\u5efa\u8bae\uff1a\n\n---\n\n## \u4e00\u3001\u7406\u8bba\u6539\u8fdb\u65b9\u5411\n\n1. **\u7535\u5b50\u81ea\u7531\u80fd\u90e8\u5206\u7684\u6539\u8fdb**\n\n - **\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u4fee\u6b63** \n \u5f53\u524d\u6a21\u578b\u4e2d\u7535\u5b50\u81ea\u7531\u80fd \\( G_{\\text{\u7535\u5b50}}(T) \\) \u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7684\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E) \\) \u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\uff0c\u901a\u5e38\u5047\u8bbe\u7535\u5b50\u6001\u5bc6\u5ea6\u6e29\u5ea6\u4e0d\u53d8\u3002 \n \u5efa\u8bae\u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u4fee\u6b63\uff0c\u8003\u8651\u70ed\u81a8\u80c0\u5bfc\u81f4\u7684\u6676\u683c\u53c2\u6570\u53d8\u5316\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\uff0c\u5229\u7528\u70ed\u81a8\u80c0\u4fee\u6b63\u540e\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u8fdb\u884c\u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97\uff0c\u63d0\u9ad8\u9ad8\u6e29\u533a\u7535\u5b50\u81ea\u7531\u80fd\u7684\u51c6\u786e\u6027\u3002\n\n - **\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94** \n \u5728\u9ad8\u6e29\u6db2\u6001\u4e2d\uff0c\u7535\u5b50\u4e0e\u632f\u52a8\uff08\u58f0\u5b50\uff09\u8026\u5408\u53ef\u80fd\u5bf9\u7535\u5b50\u81ea\u7531\u80fd\u548c\u71b5\u6709\u663e\u8457\u5f71\u54cd\u3002\u5efa\u8bae\u57fa\u4e8eDFT\u548c\u6709\u9650\u6e29\u5ea6\u683c\u6797\u51fd\u6570\u65b9\u6cd5\uff0c\u8bc4\u4f30\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u5bf9\u81ea\u7531\u80fd\u7684\u4fee\u6b63\uff0c\u7eb3\u5165\u6a21\u578b\u4e2d\u63d0\u5347\u7269\u7406\u81ea\u6d3d\u6027\u3002\n\n2. **\u632f\u52a8\u81ea\u7531\u80fd\u90e8\u5206\u7684\u4f18\u5316**\n\n - **\u8d85\u8d8a\u51c6\u8c10\u8fd1\u4f3c** \n \u51c6\u8c10\u8fd1\u4f3c\u5728\u9ad8\u6e29\u6db2\u6001\u4e2d\u53ef\u80fd\u5931\u6548\uff0c\u5bfc\u81f4\u632f\u52a8\u81ea\u7531\u80fd\u8ba1\u7b97\u504f\u5dee\u3002\u5efa\u8bae\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7edf\u8ba1\u58f0\u5b50\u8c31\uff0c\u91c7\u7528\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\u6216\u8c31\u5bc6\u5ea6\u65b9\u6cd5\uff0c\u6355\u6349 anharmonicity\uff08\u975e\u8c10\u6548\u5e94\uff09\uff0c\u63d0\u5347\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u7684\u51c6\u786e\u5ea6\u3002\n\n - **\u6e29\u5ea6\u4f9d\u8d56\u7684\u58f0\u5b50\u8c31\u52a8\u6001\u8c03\u6574** \n \u5229\u7528MD\u6a21\u62df\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u7684\u5c40\u57df\u7ed3\u6784\u53d8\u5316\uff0c\u52a8\u6001\u8c03\u6574\u58f0\u5b50\u8c31\uff0c\u5b9e\u73b0\u632f\u52a8\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u81ea\u9002\u5e94\u8ba1\u7b97\u3002\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd\u4e0e\u7ed3\u6784\u71b5\u7684\u7cbe\u7ec6\u5316**\n\n - **\u914d\u4f4d\u6570\u5206\u5e03\u591a\u6a21\u6001\u63cf\u8ff0** \n \u5f53\u524d\u6a21\u578b\u91c7\u7528\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\) \u548c\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\) \u8ba1\u7b97\u7ed3\u6784\u81ea\u7531\u80fd\u3002\u5efa\u8bae\u5f15\u5165\u591a\u6001\u52bf\u80fd\u9762\u591a\u5cf0\u62df\u5408\uff0c\u8003\u8651\u4e0d\u540c\u5c40\u57df\u7ed3\u6784\u6001\u7684\u8f6c\u53d8\u52a8\u529b\u5b66\uff0c\u5229\u7528Markov\u72b6\u6001\u6a21\u578b\uff08MSM\uff09\u6216\u9690\u9a6c\u5c14\u53ef\u592b\u6a21\u578b\uff08HMM\uff09\u5206\u6790MD\u8f68\u8ff9\uff0c\u63d0\u9ad8\u7ed3\u6784\u71b5\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002\n\n - **\u7ed3\u6784\u52a8\u6001\u6f14\u5316\u8026\u5408** \n \u7ed3\u5408\u65f6\u95f4\u76f8\u5173\u51fd\u6570\u5206\u6790\u5c40\u57df\u7ed3\u6784\u7684\u52a8\u6001\u6f14\u5316\uff0c\u7eb3\u5165\u65f6\u95f4\u5c3a\u5ea6\u5bf9\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u5f71\u54cd\uff0c\u6539\u8fdb\u7edf\u8ba1\u529b\u5b66\u63cf\u8ff0\u3002\n\n4. **\u6df7\u5408\u81ea\u7531\u80fd\u9879\u7684\u6539\u8fdb\uff08\u9002\u7528\u4e8e\u5408\u91d1\u4f53\u7cfb\uff09**\n\n - **\u9ad8\u9636Redlich-Kister\u591a\u9879\u5f0f\u53ca\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94** \n \u5bf9\u4e8e\u591a\u7ec4\u5206\u4f53\u7cfb\uff0c\u5efa\u8bae\u5f15\u5165\u9ad8\u9636\u591a\u9879\u5f0f\u9879\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u81ea\u52a8\u7b5b\u9009\u591a\u9879\u5f0f\u9636\u6570\uff0c\u907f\u514d\u8fc7\u62df\u5408\u540c\u65f6\u6355\u83b7\u590d\u6742\u975e\u7406\u60f3\u6df7\u5408\u884c\u4e3a\u3002\n\n - **\u8003\u8651\u77ed\u7a0b\u6709\u5e8f\u548c\u504f\u6790\u6548\u5e94** \n \u7ed3\u5408MD\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u4fee\u6b63\u6df7\u5408\u81ea\u7531\u80fd\u9879\u4e2d\u77ed\u7a0b\u6709\u5e8f\u548c\u504f\u6790\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8d21\u732e\uff0c\u63d0\u5347\u6a21\u578b\u9002\u7528\u6027\u3002\n\n5. **\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u7684\u6570\u503c\u65b9\u6cd5\u4f18\u5316**\n\n - **\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u5fae\u5206\u4e0e\u79ef\u5206** \n \u9488\u5bf9\u6bd4\u70ed\u5bb9\u7b49\u654f\u611f\u53c2\u6570\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u5fae\u5206\u7b97\u6cd5\uff08\u5982\u4e94\u70b9\u5dee\u5206\u6cd5\u3001\u8c31\u65b9\u6cd5\uff09\u51cf\u5c11\u6570\u503c\u8bef\u5dee\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u6846\u67b6\u8fdb\u884c\u8bef\u5dee\u4f20\u64ad\u5206\u6790\u3002\n\n - **\u8054\u5408\u62df\u5408\u591a\u7269\u7406\u91cf\u6570\u636e** \n \u5229\u7528\u8054\u5408\u4f3c\u7136\u51fd\u6570\u540c\u65f6\u62df\u5408\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u7b49\u6570\u636e\uff0c\u5b9e\u73b0\u53c2\u6570\u7684\u534f\u540c\u4f18\u5316\uff0c\u51cf\u5c11\u53c2\u6570\u95f4\u8026\u5408\u8bef\u5dee\u3002\n\n---\n\n## \u4e8c\u3001\u53c2\u6570\u8c03\u6574\u5efa\u8bae\n\n1. **\u53c2\u6570\u521d\u59cb\u503c\u4e0e\u5148\u9a8c\u5206\u5e03\u8bbe\u5b9a**\n\n - \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u548cMD\u6a21\u62df\u7ed3\u679c\uff0c\u8bbe\u5b9a\u5408\u7406\u7684\u53c2\u6570\u521d\u59cb\u503c\u53ca\u8d1d\u53f6\u65af\u5148\u9a8c\u5206\u5e03\uff0c\u7f29\u5c0f\u53c2\u6570\u641c\u7d22\u7a7a\u95f4\uff0c\u63d0\u9ad8\u62df\u5408\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002\n\n2. **\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u4e0e\u8fde\u7eed\u6027\u7ea6\u675f**\n\n - \u5bf9\u6a21\u578b\u53c2\u6570\u91c7\u7528\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u5728\u4e0d\u540c\u6e29\u5ea6\u533a\u95f4\u5141\u8bb8\u53c2\u6570\u9002\u5ea6\u8c03\u6574\uff0c\u7ed3\u5408\u7269\u7406\u8fde\u7eed\u6027\u7ea6\u675f\uff08\u5982\u53c2\u6570\u5e73\u6ed1\u8fc7\u6e21\uff09\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u7684\u6355\u6349\u80fd\u529b\u3002\n\n3. **\u8bef\u5dee\u6743\u91cd\u52a8\u6001\u8c03\u6574**\n\n - \u6839\u636e\u5b9e\u9a8c\u6570\u636e\u5404\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\uff0c\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\uff0c\u4f18\u5148\u4fdd\u8bc1\u9ad8\u7cbe\u5ea6\u53c2\u6570\uff08\u5982\u7113\u3001\u6bd4\u70ed\u5bb9\uff09\u62df\u5408\u8d28\u91cf\uff0c\u540c\u65f6\u517c\u987e\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n4. **\u5f15\u5165\u6b63\u5219\u5316\u9879\u907f\u514d\u8fc7\u62df\u5408**\n\n - \u5728\u8d1d\u53f6\u65af\u62df\u5408\u4e2d\u5f15\u5165\u6b63\u5219\u5316\u9879\uff08\u5982L2\u8303\u6570\uff09\uff0c\u9650\u5236\u53c2\u6570\u8fc7\u5ea6\u504f\u79bb\u7269\u7406\u5408\u7406\u8303\u56f4\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\n\n5. **\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\u53c2\u6570\u6821\u6b63**\n\n - \u5229\u7528MD\u6a21\u62df\u914d\u4f4d\u6570\u5206\u5e03\u548cDFT\u7535\u5b50\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u4f9d\u8d56\u6570\u636e\uff0c\u4f5c\u4e3a\u62df\u5408\u7ea6\u675f\u6761\u4ef6\uff0c\u9632\u6b62\u53c2\u6570\u62df\u5408\u504f\u79bb\u5fae\u89c2\u7269\u7406\u57fa\u7840\u3002\n\n---\n\n## \u4e09\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u7406\u8bba\u6539\u8fdb\u548c\u53c2\u6570\u8c03\u6574\uff0c\u6a21\u578b\u5c06\u66f4\u597d\u5730\u4f53\u73b0\u6db2\u6001\u91d1\u5c5e\u7684\u5fae\u89c2\u7269\u7406\u673a\u5236\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u81ea\u6d3d\u6027\u3002\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u7684\u8bef\u5dee\u91cf\u5316\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u9ad8\u6548\u95ed\u73af\u4f18\u5316\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u5411\u9ad8\u7cbe\u5ea6\u3001\u53ef\u6269\u5c55\u548c\u5de5\u7a0b\u5e94\u7528\u65b9\u5411\u53d1\u5c55\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u5b66\u8868\u8fbe\u5f0f\u4fee\u6b63\u65b9\u6848\u53ca\u62df\u5408\u7b97\u6cd5\u5b9e\u73b0\u5efa\u8bae\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u7684\u65b9\u6cd5\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5b9e\u9a8c\u539f\u59cb\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7ed3\u6784\u53ca\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u539f\u59cb\u6570\u636e\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u73b0\u63d0\u51fa\u4e00\u5957\u7cfb\u7edf\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u76f8\u7ed3\u5408\u7684\u4f18\u5316\u8c03\u6574\u65b9\u6cd5\uff0c\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n---\n\n## \u4e00\u3001\u6574\u4f53\u4f18\u5316\u6846\u67b6\u8bbe\u8ba1\n\n1. **\u591a\u6570\u636e\u878d\u5408\u7684\u8d1d\u53f6\u65af\u53c2\u6570\u62df\u5408\u6846\u67b6**\n\n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\uff0c\u5c06\u5b9e\u9a8c\u6570\u636e\uff08\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u7b49\uff09\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\uff08DFT\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\uff0cMD\u914d\u4f4d\u6570\u5206\u5e03\u53ca\u7ed3\u6784\u80fd\u91cf\uff09\u4f5c\u4e3a\u8054\u5408\u4f3c\u7136\u51fd\u6570\u8f93\u5165\u3002\n - \u7ed3\u5408\u5148\u9a8c\u7269\u7406\u77e5\u8bc6\uff08\u5982DFT\u548cMD\u6a21\u62df\u7ed3\u679c\uff09\u8bbe\u5b9a\u5408\u7406\u5148\u9a8c\u5206\u5e03\uff0c\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u591a\u53c2\u6570\u8054\u5408\u62df\u5408\u3002\n - \u5229\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u6d1b\uff08MCMC\uff09\u6216\u53d8\u5206\u8d1d\u53f6\u65af\u65b9\u6cd5\u9ad8\u6548\u91c7\u6837\uff0c\u83b7\u5f97\u53c2\u6570\u540e\u9a8c\u5206\u5e03\uff0c\u5b9e\u73b0\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316\u3002\n\n2. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u7f6e\u4fe1\u533a\u95f4\u8bc4\u4f30**\n\n - \u5728\u6570\u503c\u79ef\u5206\u3001\u5fae\u5206\u53ca\u62df\u5408\u5168\u8fc7\u7a0b\u4e2d\u91c7\u7528\u81ea\u9002\u5e94\u7b97\u6cd5\uff08\u5982\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u5fae\u5206\uff09\u51cf\u5c11\u6570\u503c\u8bef\u5dee\u3002\n - \u7ed3\u5408\u8d1d\u53f6\u65af\u91c7\u6837\u7ed3\u679c\uff0c\u91c7\u7528\u8499\u7279\u5361\u7f57\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u8ba1\u7b97\u5404\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u7f6e\u4fe1\u533a\u95f4\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u7684\u53ef\u9760\u6027\u3002\n\n3. **\u6a21\u578b\u590d\u6742\u5ea6\u4e0e\u6b63\u5219\u5316**\n\n - \u901a\u8fc7AIC/BIC\u4fe1\u606f\u51c6\u5219\u81ea\u52a8\u9009\u62e9\u6a21\u578b\u591a\u9879\u5f0f\u9636\u6570\uff08\u5982Redlich-Kister\u591a\u9879\u5f0f\u9636\u6570\uff09\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n - \u5728\u62df\u5408\u8fc7\u7a0b\u4e2d\u5f15\u5165L2\u6b63\u5219\u5316\u9879\uff0c\u9650\u5236\u53c2\u6570\u5728\u7269\u7406\u5408\u7406\u8303\u56f4\u5185\u6ce2\u52a8\uff0c\u63d0\u9ad8\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n4. **\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u4e0e\u8fde\u7eed\u6027\u7ea6\u675f**\n\n - \u5bf9\u4e0d\u540c\u6e29\u5ea6\u533a\u95f4\uff08\u4f4e\u6e29\u3001\u4e2d\u6e29\u3001\u9ad8\u6e29\uff09\u91c7\u7528\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u5141\u8bb8\u53c2\u6570\u9002\u5ea6\u8c03\u6574\u4ee5\u6355\u6349\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u3002\n - \u901a\u8fc7\u5e73\u6ed1\u7ea6\u675f\u51fd\u6570\u4fdd\u8bc1\u5206\u6bb5\u53c2\u6570\u7684\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u8fc7\u6e21\u3002\n\n---\n\n## \u4e8c\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u5177\u4f53\u5e94\u7528\n\n1. **\u7535\u5b50\u81ea\u7531\u80fd\u4f18\u5316**\n\n - \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0d\u540c\u6e29\u5ea6\u4e0b\u6676\u683c\u53c2\u6570\u53d8\u5316\u5bf9\u5e94\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u6784\u5efa\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u3002\n - \u7ed3\u5408\u6709\u9650\u6e29\u5ea6\u7535\u5b50\u7ed3\u6784\u65b9\u6cd5\uff08\u5982\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u52a0\u70ed\u81a8\u80c0\u4fee\u6b63\uff09\uff0c\u5b9e\u73b0\u7535\u5b50\u81ea\u7531\u80fd\u7684\u52a8\u6001\u8c03\u6574\u3002\n - \u901a\u8fc7\u6570\u503c\u79ef\u5206\u8ba1\u7b97\u7535\u5b50\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\uff0c\u7ed3\u5408\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\u8f85\u52a9\u6821\u6b63\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u3002\n\n2. **\u632f\u52a8\u81ea\u7531\u80fd\u4f18\u5316**\n\n - \u7ed3\u5408DFPT\u548cMD\u7edf\u8ba1\u65b9\u6cd5\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u7684\u58f0\u5b50\u8c31\uff0c\u91c7\u7528\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\u4fee\u6b63\u51c6\u8c10\u8fd1\u4f3c\uff0c\u51c6\u786e\u8ba1\u7b97\u632f\u52a8\u81ea\u7531\u80fd\u548c\u632f\u52a8\u71b5\u3002\n - \u5229\u7528MD\u6a21\u62df\u52a8\u6001\u8c03\u6574\u58f0\u5b50\u8c31\uff0c\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u975e\u8c10\u632f\u52a8\u6548\u5e94\u3002\n - \u91c7\u7528\u9ad8\u9636\u6570\u503c\u5fae\u5206\u8ba1\u7b97\u632f\u52a8\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u5bfc\u6570\uff0c\u786e\u4fdd\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u7684\u9ad8\u7cbe\u5ea6\u3002\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd\u4e0e\u7ed3\u6784\u71b5\u4f18\u5316**\n\n - \u5229\u7528MD\u6a21\u62df\u83b7\u5f97\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\) \u548c\u591a\u6001\u52bf\u80fd\u9762\u62df\u5408\u7684\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\)\uff0c\u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97\u7ed3\u6784\u81ea\u7531\u80fd\u3002\n - \u5f15\u5165Markov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u6f14\u5316\uff0c\u63d0\u5347\u7ed3\u6784\u71b5\u8ba1\u7b97\u7684\u65f6\u95f4\u76f8\u5173\u6027\u548c\u51c6\u786e\u6027\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u5bc6\u5ea6\u6570\u636e\u6821\u6b63\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u786e\u4fdd\u7ed3\u6784\u90e8\u5206\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u4e00\u81f4\u3002\n\n4. **\u6df7\u5408\u81ea\u7531\u80fd\u9879\u62df\u5408**\n\n - \u5bf9\u4e8e\u7eaf\u91d1\u5c5e\u6db2\u6001\u94df\uff0c\u6df7\u5408\u9879\u53ef\u5ffd\u7565\uff1b\u82e5\u6269\u5c55\u81f3\u5408\u91d1\u4f53\u7cfb\uff0c\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\uff0c\u9636\u6570\u901a\u8fc7AIC/BIC\u51c6\u5219\u81ea\u52a8\u786e\u5b9a\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u84b8\u6c14\u538b\u548c\u6d3b\u5ea6\u7cfb\u6570\u6570\u636e\uff0c\u8fdb\u884c\u8054\u5408\u62df\u5408\uff0c\u786e\u4fdd\u5316\u5b66\u52bf\u548c\u84b8\u6c14\u538b\u9884\u6d4b\u7684\u4e00\u81f4\u6027\u3002\n\n5. **\u70ed\u5bfc\u7387\u8ba1\u7b97\u4e0e\u9a8c\u8bc1**\n\n - \u5229\u7528\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5f97\u70ed\u6269\u6563\u7387\uff0c\u7ed3\u5408\u5bc6\u5ea6\u548c\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u70ed\u5bfc\u7387\u3002\n - \u901a\u8fc7\u8bef\u5dee\u4f20\u64ad\u5206\u6790\uff0c\u91cf\u5316\u70ed\u5bfc\u7387\u8ba1\u7b97\u8bef\u5dee\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6a21\u578b\u70ed\u4f20\u5bfc\u90e8\u5206\u7684\u51c6\u786e\u6027\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u5b9e\u73b0\u5efa\u8bae\n\n1. **\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u4e0e\u5fae\u5206**\n\n - \u5bf9\u5409\u5e03\u65af\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\uff08\u5982\u4e94\u70b9\u5dee\u5206\u6cd5\u3001Romberg\u79ef\u5206\uff09\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u7cbe\u5ea6\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n2. **\u81ea\u52a8\u5316\u62df\u5408\u6d41\u7a0b**\n\n - \u5f00\u53d1\u81ea\u52a8\u5316\u62df\u5408\u811a\u672c\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u3001\u8bef\u5dee\u5206\u6790\u548c\u6a21\u578b\u8bc4\u4f30\u7684\u95ed\u73af\u3002\n - \u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\u548c\u6b63\u5219\u5316\u5f3a\u5ea6\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002\n\n3. **\u6570\u636e\u5e93\u4e0e\u7248\u672c\u7ba1\u7406**\n\n - \u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u52a8\u6001\u5b58\u50a8\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u7ed3\u679c\u548c\u62df\u5408\u53c2\u6570\uff0c\u652f\u6301\u591a\u8f6e\u8fed\u4ee3\u4f18\u5316\u548c\u7248\u672c\u7ba1\u7406\u3002\n - \u5b9e\u73b0\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5b9e\u65f6\u5bf9\u6bd4\uff0c\u5feb\u901f\u5b9a\u4f4d\u6a21\u578b\u4e0d\u8db3\u3002\n\n4. **\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\u673a\u5236**\n\n - \u5b9a\u671f\u5c06\u62df\u5408\u7ed3\u679c\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u52bf\u51fd\u6570\u548c\u7ed3\u6784\u6a21\u578b\uff0c\u4fdd\u8bc1\u6a21\u62df\u4e0e\u62df\u5408\u53c2\u6570\u7684\u81ea\u6d3d\u3002\n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408\uff0c\u63d0\u5347\u53c2\u6570\u641c\u7d22\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n## \u56db\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\u7684\u4f18\u5316\u65b9\u6cd5\uff0c\u80fd\u591f\u6709\u6548\u5229\u7528\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u62df\u7ed3\u679c\uff0c\u7cfb\u7edf\u8c03\u6574\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u6a21\u578b\u7684\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u53ef\u9760\u6027\u548c\u7269\u7406\u81ea\u6d3d\u6027\u3002\u8be5\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u5347\u4e86\u6db2\u6001\u94df\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u5ea6\uff0c\u4e5f\u4e3a\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u7684\u70ed\u529b\u5b66\u5efa\u6a21\u63d0\u4f9b\u4e86\u53ef\u6269\u5c55\u7684\u6280\u672f\u8def\u5f84\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u7b97\u6cd5\u793a\u4f8b\u53ca\u62df\u5408\u4ee3\u7801\u6846\u67b6\u8bbe\u8ba1\u5efa\u8bae\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u9a8c\u8bc1\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u9a8c\u8bc1\u65b9\u6cd5\u603b\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u4e14\u7d27\u5bc6\u7ed3\u5408\u6a21\u578b\u7269\u7406\u673a\u5236\u4e0e\u5b9e\u9a8c\u6570\u636e\uff0c\u5177\u6709\u8f83\u5f3a\u53ef\u884c\u6027\u3002\u5177\u4f53\u70b9\u8bc4\uff1a\n\n1. **\u591a\u7269\u7406\u91cf\u4ea4\u53c9\u9a8c\u8bc1**\u6709\u6548\u5229\u7528\u4e86\u6a21\u578b\u548c\u5b9e\u9a8c\u7684\u591a\u7ef4\u6570\u636e\uff0c\u80fd\u591f\u5168\u9762\u8bc4\u4f30\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u907f\u514d\u5355\u4e00\u53c2\u6570\u504f\u5dee\u5bfc\u81f4\u8bef\u5224\uff0c\u4f53\u73b0\u4e86\u7269\u7406\u81ea\u6d3d\u6027\u548c\u6570\u636e\u878d\u5408\u7684\u4f18\u52bf\u3002\n\n2. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u7f6e\u4fe1\u533a\u95f4\u5206\u6790**\u7ed3\u5408\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u91cf\u5316\u4e0d\u786e\u5b9a\u5ea6\uff0c\u63d0\u5347\u4e86\u9a8c\u8bc1\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\u548c\u79d1\u5b66\u6027\uff0c\u4e14\u5229\u7528AIC/BIC\u548c\u4ea4\u53c9\u9a8c\u8bc1\u907f\u514d\u8fc7\u62df\u5408\uff0c\u4fdd\u8bc1\u6a21\u578b\u7a33\u5065\u6027\uff0c\u7b26\u5408\u73b0\u4ee3\u7edf\u8ba1\u5efa\u6a21\u6700\u4f73\u5b9e\u8df5\u3002\n\n\u7efc\u4e0a\uff0c\u8be5\u9a8c\u8bc1\u65b9\u6848\u65e2\u6709\u7406\u8bba\u6df1\u5ea6\u53c8\u5177\u64cd\u4f5c\u6027\uff0c\u662f\u63a8\u8fdb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u4f18\u5316\u7684\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u9002\u7528\u6027\u548c\u5b9e\u73b0\u96be\u5ea6\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\u5728\u8ba1\u7b97\u6a21\u62df\u4e2d\u5177\u6709\u8f83\u9ad8\u9002\u7528\u6027\uff0c\u4f46\u5b9e\u73b0\u96be\u5ea6\u4e5f\u9700\u5408\u7406\u8bc4\u4f30\uff1a\n\n1. **\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u7684\u5f15\u5165** \n \u9002\u7528\u6027\u5f3a\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u9ad8\u6e29\u7535\u5b50\u81ea\u7531\u80fd\u7684\u51c6\u786e\u6027\uff0c\u5c24\u5176\u7ed3\u5408\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\u53ef\u6709\u6548\u6821\u6b63\u3002\u4f46\u8ba1\u7b97\u91cf\u5927\uff0c\u9700\u591a\u6e29\u5ea6\u70b9DFT\u8ba1\u7b97\u53ca\u590d\u6742\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6a21\u578b\uff0c\u8ba1\u7b97\u8d44\u6e90\u548c\u65f6\u95f4\u6210\u672c\u8f83\u9ad8\u3002\n\n2. **\u8d85\u8d8a\u51c6\u8c10\u8fd1\u4f3c\u7684\u632f\u52a8\u81ea\u7531\u80fd\u4f18\u5316** \n \u5229\u7528MD\u7edf\u8ba1\u58f0\u5b50\u8c31\u548c\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\u53ef\u663e\u8457\u6539\u5584\u975e\u8c10\u6548\u5e94\u63cf\u8ff0\uff0c\u63d0\u5347\u6bd4\u70ed\u5bb9\u9884\u6d4b\u7cbe\u5ea6\u3002\u5b9e\u73b0\u96be\u5ea6\u9002\u4e2d\uff0c\u9700\u5f00\u53d1\u9ad8\u6548\u6570\u636e\u5904\u7406\u548c\u8c31\u5bc6\u5ea6\u63d0\u53d6\u7b97\u6cd5\uff0c\u7ed3\u5408\u5df2\u6709MD\u6570\u636e\u53ef\u9010\u6b65\u63a8\u8fdb\u3002\n\n\u7efc\u4e0a\uff0c\u5efa\u8bae\u4f18\u5148\u5b9e\u73b0\u632f\u52a8\u81ea\u7531\u80fd\u7684\u975e\u8c10\u4fee\u6b63\u4f5c\u4e3a\u77ed\u671f\u76ee\u6807\uff0c\u7535\u5b50\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u4f9d\u8d56\u4fee\u6b63\u53ef\u4f5c\u4e3a\u4e2d\u957f\u671f\u91cd\u70b9\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u6846\u67b6\u9010\u6b65\u96c6\u6210\uff0c\u5e73\u8861\u7cbe\u5ea6\u4e0e\u8ba1\u7b97\u6210\u672c\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6cd5\u5bf9\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u7684\u6709\u6548\u6027\u548c\u5c40\u9650\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6cd5\u5728\u5229\u7528\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u8d1d\u53f6\u65af\u62df\u5408\u6846\u67b6\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u5177\u4f53\u4f53\u73b0\u5728\uff1a\n\n1. **\u6709\u6548\u6027**\uff1a\u591a\u6570\u636e\u878d\u5408\u548c\u8054\u5408\u62df\u5408\u80fd\u5145\u5206\u5229\u7528\u5b9e\u9a8c\u4e0e\u6a21\u62df\u591a\u7269\u7406\u91cf\u6570\u636e\uff0c\u63d0\u9ad8\u62df\u5408\u7684\u7269\u7406\u81ea\u6d3d\u6027\u548c\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316\uff0c\u589e\u5f3a\u6a21\u578b\u9884\u6d4b\u7684\u53ef\u9760\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n2. **\u5c40\u9650\u6027**\uff1a\u65b9\u6cd5\u5bf9\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u8f83\u9ad8\uff0c\u5c24\u5176\u662f\u591a\u6e29\u5ea6\u70b9DFT\u7535\u5b50\u81ea\u7531\u80fd\u548cMD\u7ed3\u6784\u52a8\u6001\u5206\u6790\uff0c\u53ef\u80fd\u5bfc\u81f4\u62df\u5408\u5468\u671f\u8f83\u957f\uff0c\u77ed\u671f\u5185\u5bf9\u5feb\u901f\u8fed\u4ee3\u4f18\u5316\u5b58\u5728\u4e00\u5b9a\u6311\u6218\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u8be5\u65b9\u6cd5\u79d1\u5b66\u4e14\u7cfb\u7edf\uff0c\u9002\u5408\u9ad8\u7cbe\u5ea6\u6a21\u578b\u6784\u5efa\uff0c\u4f46\u5e94\u7ed3\u5408\u5b9e\u9a8c\u8fdb\u5ea6\u5408\u7406\u5b89\u6392\u8ba1\u7b97\u4efb\u52a1\uff0c\u5e73\u8861\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u4f18\u5316\u65b9\u6848\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u91cd\u70b9\u5728\u4e8e\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u4e0e\u6a21\u578b\u7cbe\u5ea6\u63d0\u5347\uff0c\u5408\u7406\u5206\u9636\u6bb5\u63a8\u8fdb\u590d\u6742\u7269\u7406\u6548\u5e94\u7684\u5f15\u5165\uff0c\u540c\u65f6\u5f3a\u5316\u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\u548c\u8bef\u5dee\u91cf\u5316\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u79d1\u5b66\u6027\u548c\u6548\u7387\u3002\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u4f18\u5316\u65b9\u6848\n\n---\n\n## \u4e00\u3001\u5206\u9636\u6bb5\u4f18\u5316\u7b56\u7565\u8bbe\u8ba1\n\n1. **\u77ed\u671f\u76ee\u6807\uff1a\u632f\u52a8\u81ea\u7531\u80fd\u975e\u8c10\u6548\u5e94\u4fee\u6b63\u4f18\u5148\u5b9e\u73b0**\n\n - \u5229\u7528\u5df2\u6709MD\u6a21\u62df\u7edf\u8ba1\u58f0\u5b50\u8c31\u6570\u636e\uff0c\u7ed3\u5408\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\uff08SCPH\uff09\u65b9\u6cd5\uff0c\u4fee\u6b63\u51c6\u8c10\u8fd1\u4f3c\u7684\u632f\u52a8\u81ea\u7531\u80fd\u8ba1\u7b97\uff0c\u63d0\u5347\u9ad8\u6e29\u6bd4\u70ed\u5bb9\u9884\u6d4b\u7cbe\u5ea6\u3002\n - \u5f00\u53d1\u9ad8\u6548\u8c31\u5bc6\u5ea6\u63d0\u53d6\u548c\u6570\u503c\u5fae\u5206\u7b97\u6cd5\uff0c\u4fdd\u8bc1\u632f\u52a8\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\u7684\u9ad8\u7cbe\u5ea6\u548c\u6570\u503c\u7a33\u5b9a\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u6bd4\u70ed\u5bb9\u548c\u70ed\u6269\u6563\u7387\u6570\u636e\uff0c\u4f18\u5148\u62df\u5408\u632f\u52a8\u81ea\u7531\u80fd\u76f8\u5173\u53c2\u6570\uff0c\u5feb\u901f\u63d0\u5347\u6a21\u578b\u51c6\u786e\u6027\u3002\n\n2. **\u4e2d\u957f\u671f\u76ee\u6807\uff1a\u7535\u5b50\u81ea\u7531\u80fd\u6e29\u5ea6\u4f9d\u8d56\u4e0e\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u9010\u6b65\u5f15\u5165**\n\n - \u5206\u9636\u6bb5\u5f00\u5c55\u591a\u6e29\u5ea6\u70b9DFT\u8ba1\u7b97\uff0c\u83b7\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u6784\u5efa\u52a8\u6001\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\uff0c\u8f85\u52a9\u6821\u6b63\u7535\u5b50\u81ea\u7531\u80fd\u53c2\u6570\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n - \u8bc4\u4f30\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\uff0c\u91c7\u7528\u6709\u9650\u6e29\u5ea6\u683c\u6797\u51fd\u6570\u6216\u76f8\u5173\u591a\u4f53\u7406\u8bba\u65b9\u6cd5\uff0c\u9010\u6b65\u7eb3\u5165\u6a21\u578b\uff0c\u5e73\u8861\u8ba1\u7b97\u6210\u672c\u4e0e\u7cbe\u5ea6\u3002\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd\u4e0e\u6df7\u5408\u81ea\u7531\u80fd\u7684\u6301\u7eed\u4f18\u5316**\n\n - \u7ee7\u7eed\u5229\u7528MD\u6a21\u62df\u914d\u4f4d\u6570\u5206\u5e03\u548cMarkov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u5b8c\u5584\u7ed3\u6784\u71b5\u8ba1\u7b97\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u5bc6\u5ea6\u6570\u636e\uff0c\u6821\u6b63\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\u53c2\u6570\u3002\n - \u5bf9\u5408\u91d1\u4f53\u7cfb\uff0c\u91c7\u7528AIC/BIC\u51c6\u5219\u81ea\u52a8\u9009\u62e9Redlich-Kister\u591a\u9879\u5f0f\u9636\u6570\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7b5b\u9009\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n\n---\n\n## \u4e8c\u3001\u591a\u6570\u636e\u878d\u5408\u4e0e\u8054\u5408\u62df\u5408\u6280\u672f\u4f18\u5316\n\n1. **\u8d1d\u53f6\u65af\u7edf\u8ba1\u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\u6846\u67b6**\n\n - \u91c7\u7528\u8054\u5408\u4f3c\u7136\u51fd\u6570\u878d\u5408\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u53ca\u6a21\u62df\u6570\u636e\uff08DFT\u7535\u5b50\u81ea\u7531\u80fd\u3001MD\u7ed3\u6784\u6570\u636e\uff09\u3002\n - \u5229\u7528MCMC\u6216\u53d8\u5206\u8d1d\u53f6\u65af\u65b9\u6cd5\u9ad8\u6548\u91c7\u6837\uff0c\u83b7\u5f97\u53c2\u6570\u540e\u9a8c\u5206\u5e03\uff0c\u8fdb\u884c\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316\u3002\n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\uff0c\u4f18\u5148\u4fdd\u8bc1\u9ad8\u7cbe\u5ea6\u7269\u7406\u91cf\u62df\u5408\u8d28\u91cf\u3002\n\n2. **\u8bef\u5dee\u4f20\u64ad\u4e0e\u7f6e\u4fe1\u533a\u95f4\u8bc4\u4f30**\n\n - \u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\uff08\u5982\u4e94\u70b9\u5dee\u5206\u3001Romberg\u79ef\u5206\uff09\u51cf\u5c11\u6570\u503c\u8bef\u5dee\u3002\n - \u7ed3\u5408\u8d1d\u53f6\u65af\u91c7\u6837\u7ed3\u679c\uff0c\u5229\u7528\u8499\u7279\u5361\u7f57\u8bef\u5dee\u4f20\u64ad\u65b9\u6cd5\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u786e\u4fdd\u9884\u6d4b\u53ef\u9760\u6027\u3002\n\n3. **\u6a21\u578b\u590d\u6742\u5ea6\u63a7\u5236\u4e0e\u6b63\u5219\u5316**\n\n - \u901a\u8fc7AIC/BIC\u4fe1\u606f\u51c6\u5219\u81ea\u52a8\u786e\u5b9a\u6a21\u578b\u591a\u9879\u5f0f\u9636\u6570\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n - \u5f15\u5165L2\u6b63\u5219\u5316\u9650\u5236\u53c2\u6570\u6ce2\u52a8\uff0c\u589e\u5f3a\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n4. **\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u4e0e\u8fde\u7eed\u6027\u7ea6\u675f**\n\n - \u5bf9\u4e0d\u540c\u6e29\u5ea6\u533a\u95f4\u91c7\u7528\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u7ed3\u5408\u5e73\u6ed1\u7ea6\u675f\u4fdd\u8bc1\u53c2\u6570\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n - \u5141\u8bb8\u53c2\u6570\u9002\u5ea6\u8c03\u6574\u4ee5\u6355\u6349\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\uff0c\u63d0\u5347\u6a21\u578b\u7075\u6d3b\u6027\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u5b9e\u73b0\u4e0e\u81ea\u52a8\u5316\u6d41\u7a0b\u6539\u8fdb\n\n1. **\u81ea\u9002\u5e94\u6570\u503c\u8ba1\u7b97\u7b97\u6cd5**\n\n - \u5bf9\u5409\u5e03\u65af\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6570\u503c\u7a33\u5b9a\u3002\n - \u5f00\u53d1\u9ad8\u6548\u8c31\u5bc6\u5ea6\u63d0\u53d6\u548cMarkov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5de5\u5177\uff0c\u63d0\u5347\u7ed3\u6784\u81ea\u7531\u80fd\u8ba1\u7b97\u6548\u7387\u3002\n\n2. **\u81ea\u52a8\u5316\u62df\u5408\u4e0e\u6570\u636e\u7ba1\u7406**\n\n - \u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u3001\u8bef\u5dee\u5206\u6790\u548c\u6a21\u578b\u8bc4\u4f30\u7684\u81ea\u52a8\u5316\u95ed\u73af\u6d41\u7a0b\u3002\n - \u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\u548c\u6b63\u5219\u5316\u5f3a\u5ea6\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002\n - \u5efa\u7acb\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u52a8\u6001\u5b58\u50a8\u5b9e\u9a8c\u6570\u636e\u3001\u6a21\u62df\u7ed3\u679c\u548c\u62df\u5408\u53c2\u6570\uff0c\u652f\u6301\u591a\u8f6e\u8fed\u4ee3\u4f18\u5316\u548c\u7248\u672c\u7ba1\u7406\u3002\n\n3. **\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\u673a\u5236**\n\n - \u5b9a\u671f\u5c06\u62df\u5408\u7ed3\u679c\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u52bf\u51fd\u6570\u548c\u7ed3\u6784\u6a21\u578b\uff0c\u4fdd\u8bc1\u6a21\u62df\u4e0e\u62df\u5408\u53c2\u6570\u7684\u81ea\u6d3d\u3002\n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408\uff0c\u63d0\u9ad8\u53c2\u6570\u641c\u7d22\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n## \u56db\u3001\u603b\u7ed3\n\n\u672c\u6539\u8fdb\u65b9\u6848\u901a\u8fc7\u5206\u9636\u6bb5\u5f15\u5165\u590d\u6742\u7269\u7406\u6548\u5e94\uff0c\u4f18\u5148\u5b9e\u73b0\u632f\u52a8\u81ea\u7531\u80fd\u975e\u8c10\u4fee\u6b63\uff0c\u517c\u987e\u7535\u5b50\u81ea\u7531\u80fd\u6e29\u5ea6\u4f9d\u8d56\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u7684\u4e2d\u957f\u671f\u96c6\u6210\uff0c\u5408\u7406\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u4e0e\u6a21\u578b\u7cbe\u5ea6\u3002\u591a\u6570\u636e\u878d\u5408\u7684\u8d1d\u53f6\u65af\u8054\u5408\u62df\u5408\u6846\u67b6\u7ed3\u5408\u81ea\u9002\u5e94\u6570\u503c\u7b97\u6cd5\u548c\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u79d1\u5b66\u6027\u4e0e\u9ad8\u6548\u6027\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u63d0\u5347\u6db2\u6001\u94df\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u81ea\u6d3d\u6027\uff0c\u4e5f\u4e3a\u590d\u6742\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\u4f53\u7cfb\u7684\u70ed\u529b\u5b66\u5efa\u6a21\u63d0\u4f9b\u4e86\u53ef\u6269\u5c55\u7684\u6280\u672f\u8def\u5f84\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u7b97\u6cd5\u5b9e\u73b0\u793a\u4f8b\u53ca\u62df\u5408\u4ee3\u7801\u6846\u67b6\u8bbe\u8ba1\u5efa\u8bae\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5", + "ActionResult:Action7" + ], + "Action_Result": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5206\u9636\u6bb5\u4f18\u5316\u65b9\u6848\u548c\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u6211\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u4e86\u8c03\u6574\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6e29\u5ea6\u4f9d\u8d56\u63cf\u8ff0\u80fd\u529b\uff0c\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n---\n\n## Improved version of \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u8c03\u6574\u65b9\u6848\n\n### \u4e00\u3001\u7535\u5b50\u81ea\u7531\u80fd\u90e8\u5206\u53c2\u6570\u8c03\u6574\n\n1. **\u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u4fee\u6b63**\n\n - \u91c7\u7528DFT\u8ba1\u7b97\u4e0d\u540c\u6e29\u5ea6\u4e0b\u6676\u683c\u70ed\u81a8\u80c0\u5f15\u8d77\u7684\u6676\u683c\u53c2\u6570\u53d8\u5316\uff0c\u91cd\u65b0\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E,T) \\)\u3002\n - \u5c06\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u4ee3\u5165\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\uff0c\u8ba1\u7b97\u7535\u5b50\u81ea\u7531\u80fd \\( G_{\\text{\u7535\u5b50}}(T) \\)\uff1a\n \\[\n G_{\\text{\u7535\u5b50}}(T) = \\int D(E,T) f(E,T) (E - \\mu) dE - T S_{\\text{\u7535\u5b50}}(T)\n \\]\n - \u8c03\u6574\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u4e0e\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\u548c\u7535\u5b50\u71b5\u6d4b\u91cf\u76f8\u7b26\u3002\n\n2. **\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u7684\u521d\u6b65\u5f15\u5165**\n\n - \u901a\u8fc7\u6709\u9650\u6e29\u5ea6\u683c\u6797\u51fd\u6570\u65b9\u6cd5\uff0c\u8ba1\u7b97\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u5bf9\u7535\u5b50\u81ea\u7531\u80fd\u7684\u4fee\u6b63\u9879 \\( \\Delta G_{\\text{e-ph}}(T) \\)\u3002\n - \u5c06\u8be5\u4fee\u6b63\u9879\u4f5c\u4e3a\u9644\u52a0\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u53c2\u6570\u5316\u540e\u7eb3\u5165\u6574\u4f53\u6a21\u578b\u3002\n\n### \u4e8c\u3001\u632f\u52a8\u81ea\u7531\u80fd\u90e8\u5206\u53c2\u6570\u4f18\u5316\n\n1. **\u8d85\u8d8a\u51c6\u8c10\u8fd1\u4f3c\u7684\u975e\u8c10\u6548\u5e94\u4fee\u6b63**\n\n - \u5229\u7528MD\u6a21\u62df\u7edf\u8ba1\u7684\u58f0\u5b50\u8c31\uff0c\u7ed3\u5408\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\uff08SCPH\uff09\uff0c\u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u632f\u52a8\u81ea\u7531\u80fd \\( G_{\\text{\u632f\u52a8}}(T) \\)\u3002\n - \u8c03\u6574\u632f\u52a8\u81ea\u7531\u80fd\u76f8\u5173\u53c2\u6570\uff0c\u7279\u522b\u662f\u975e\u8c10\u4fee\u6b63\u5f3a\u5ea6\u7cfb\u6570\uff0c\u786e\u4fdd\u6bd4\u70ed\u5bb9 \\( C_P(T) \\) \u5728\u9ad8\u6e29\u533a\u62df\u5408\u5b9e\u9a8c\u6570\u636e\u3002\n\n2. **\u6e29\u5ea6\u4f9d\u8d56\u58f0\u5b50\u8c31\u52a8\u6001\u8c03\u6574**\n\n - \u901a\u8fc7MD\u83b7\u5f97\u7684\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u4fe1\u606f\uff0c\u52a8\u6001\u66f4\u65b0\u58f0\u5b50\u8c31\u53c2\u6570\uff0c\u5b9e\u73b0\u632f\u52a8\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u81ea\u9002\u5e94\u8ba1\u7b97\u3002\n\n### \u4e09\u3001\u7ed3\u6784\u81ea\u7531\u80fd\u4e0e\u7ed3\u6784\u71b5\u53c2\u6570\u7ec6\u5316\n\n1. **\u591a\u6a21\u6001\u914d\u4f4d\u6570\u5206\u5e03\u5efa\u6a21**\n\n - \u5f15\u5165\u591a\u5cf0\u62df\u5408\u63cf\u8ff0\u914d\u4f4d\u6570\u5206\u5e03 \\( P(n,T) \\)\uff0c\u7ed3\u5408Markov\u72b6\u6001\u6a21\u578b\uff08MSM\uff09\u5206\u6790\u5c40\u57df\u7ed3\u6784\u8f6c\u6362\u52a8\u529b\u5b66\uff0c\u8ba1\u7b97\u7ed3\u6784\u71b5 \\( S_{\\text{\u7ed3\u6784}}(T) \\)\u3002\n - \u8c03\u6574\u5c40\u57df\u7ed3\u6784\u80fd\u91cf \\( E_n \\) \u53c2\u6570\uff0c\u53cd\u6620\u4e0d\u540c\u7ed3\u6784\u6001\u7684\u80fd\u91cf\u5dee\u5f02\u53ca\u6e29\u5ea6\u6f14\u53d8\u3002\n\n2. **\u7ed3\u6784\u52a8\u6001\u6f14\u5316\u8026\u5408**\n\n - \u7ed3\u5408\u65f6\u95f4\u76f8\u5173\u51fd\u6570\uff0c\u7eb3\u5165\u7ed3\u6784\u6001\u5bff\u547d\u548c\u8f6c\u53d8\u901f\u7387\u5bf9\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u8d21\u732e\uff0c\u63d0\u5347\u7edf\u8ba1\u529b\u5b66\u63cf\u8ff0\u7684\u52a8\u6001\u51c6\u786e\u6027\u3002\n\n### \u56db\u3001\u6df7\u5408\u81ea\u7531\u80fd\u9879\u8c03\u6574\uff08\u9488\u5bf9\u5408\u91d1\u4f53\u7cfb\u9884\u7559\uff09\n\n- \u867d\u7136\u7eaf\u6db2\u6001\u94df\u6df7\u5408\u9879\u53ef\u5ffd\u7565\uff0c\u6a21\u578b\u4e2d\u9884\u7559Redlich-Kister\u591a\u9879\u5f0f\u53c2\u6570\u63a5\u53e3\u3002\n- \u5bf9\u5408\u91d1\u4f53\u7cfb\uff0c\u91c7\u7528AIC/BIC\u51c6\u5219\u81ea\u52a8\u786e\u5b9a\u591a\u9879\u5f0f\u9636\u6570\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002\n- \u7ed3\u5408MD\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u8c03\u6574\u77ed\u7a0b\u6709\u5e8f\u53ca\u504f\u6790\u6548\u5e94\u53c2\u6570\u3002\n\n### \u4e94\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u62df\u5408\u53c2\u6570\u8c03\u6574\n\n1. **\u81ea\u9002\u5e94\u6570\u503c\u5fae\u5206\u4e0e\u79ef\u5206**\n\n - \u5e94\u7528\u4e94\u70b9\u5dee\u5206\u6cd5\u548cRomberg\u79ef\u5206\u6cd5\u8ba1\u7b97\u5409\u5e03\u65af\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u5bfc\u6570\uff0c\u63d0\u5347\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u7cbe\u5ea6\u3002\n - \u4f18\u5316\u6bd4\u70ed\u5bb9\u8ba1\u7b97\u7684\u6570\u503c\u5fae\u5206\u6b65\u957f\uff0c\u51cf\u5c11\u6570\u503c\u566a\u58f0\u3002\n\n2. **\u8d1d\u53f6\u65af\u8054\u5408\u62df\u5408\u6846\u67b6\u4e2d\u7684\u53c2\u6570\u5148\u9a8c**\n\n - \u8bbe\u5b9a\u57fa\u4e8eDFT\u548cMD\u6a21\u62df\u7684\u5148\u9a8c\u5206\u5e03\uff0c\u7f29\u5c0f\u53c2\u6570\u7a7a\u95f4\uff0c\u63d0\u9ad8\u62df\u5408\u6548\u7387\u3002\n - \u91c7\u7528\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u5141\u8bb8\u53c2\u6570\u5728\u4f4e\u6e29\u3001\u4e2d\u6e29\u3001\u9ad8\u6e29\u533a\u95f4\u9002\u5ea6\u8c03\u6574\uff0c\u4fdd\u8bc1\u7269\u7406\u8fde\u7eed\u6027\u3002\n\n3. **\u8bef\u5dee\u6743\u91cd\u52a8\u6001\u8c03\u6574\u4e0e\u6b63\u5219\u5316**\n\n - \u6839\u636e\u5b9e\u9a8c\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\uff0c\u4f18\u5148\u4fdd\u8bc1\u7113\u548c\u6bd4\u70ed\u5bb9\u62df\u5408\u8d28\u91cf\u3002\n - \u5f15\u5165L2\u6b63\u5219\u5316\u9879\uff0c\u9650\u5236\u53c2\u6570\u504f\u79bb\u7269\u7406\u5408\u7406\u8303\u56f4\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u3002\n\n4. **\u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408**\n\n - \u540c\u65f6\u62df\u5408\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u6570\u636e\uff0c\u7ed3\u5408DFT\u7535\u5b50\u81ea\u7531\u80fd\u548cMD\u7ed3\u6784\u6570\u636e\uff0c\u786e\u4fdd\u6a21\u578b\u6574\u4f53\u7269\u7406\u81ea\u6d3d\u3002\n\n### \u516d\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\u4e0e\u6a21\u578b\u8fed\u4ee3\n\n- \u5b9a\u671f\u5c06\u62df\u5408\u4f18\u5316\u540e\u7684\u53c2\u6570\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u52bf\u51fd\u6570\u548c\u7ed3\u6784\u6a21\u578b\u3002\n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7b5b\u9009\u62df\u5408\u53c2\u6570\u548c\u591a\u9879\u5f0f\u9636\u6570\uff0c\u63d0\u5347\u53c2\u6570\u641c\u7d22\u6548\u7387\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n- \u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u548c\u4fe1\u606f\u51c6\u5219\u8bc4\u4f30\u6a21\u578b\u6cdb\u5316\u80fd\u529b\uff0c\u6301\u7eed\u8fed\u4ee3\u4f18\u5316\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u6b64\u6b21\u6a21\u578b\u53c2\u6570\u8c03\u6574\u91cd\u70b9\u5728\u4e8e\uff1a\n\n- \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\uff0c\u63d0\u5347\u9ad8\u6e29\u7535\u5b50\u81ea\u7531\u80fd\u7684\u7269\u7406\u5408\u7406\u6027\u3002\n- \u4f18\u5148\u5b9e\u73b0\u632f\u52a8\u81ea\u7531\u80fd\u7684\u975e\u8c10\u4fee\u6b63\uff0c\u4fdd\u8bc1\u6bd4\u70ed\u5bb9\u7684\u9ad8\u6e29\u51c6\u786e\u6027\u3002\n- \u7ec6\u5316\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u591a\u6001\u63cf\u8ff0\u548c\u52a8\u6001\u6f14\u5316\uff0c\u589e\u5f3a\u7ed3\u6784\u90e8\u5206\u7684\u6e29\u5ea6\u4f9d\u8d56\u8868\u73b0\u3002\n- \u91c7\u7528\u8d1d\u53f6\u65af\u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\uff0c\u7ed3\u5408\u81ea\u9002\u5e94\u6570\u503c\u7b97\u6cd5\u548c\u6b63\u5219\u5316\uff0c\u786e\u4fdd\u53c2\u6570\u62df\u5408\u7684\u79d1\u5b66\u6027\u548c\u7a33\u5b9a\u6027\u3002\n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u53cd\u9988\u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u4f18\u5316\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u5411\u66f4\u9ad8\u7cbe\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u65b9\u5411\u53d1\u5c55\u3002\n\n\u6b64\u4f18\u5316\u65b9\u6848\u4e3a\u6db2\u6001\u94df\u53ca\u5176\u5408\u91d1\u4f53\u7cfb\u7684\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u5b9e\u7528\u7684\u6570\u503c\u5b9e\u73b0\u8def\u5f84\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u7684\u4fee\u6b63\u7ec6\u8282\u53ca\u62df\u5408\u7b97\u6cd5\u5b9e\u73b0\u65b9\u6848\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u4f18\u5316\u540e\u7684\u6a21\u578b\u53c2\u6570\uff0c\u8bbe\u8ba1\u65b0\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u548c\u8c03\u6574\u70ed\u529b\u5b66\u6a21\u578b\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action8" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u8c03\u6574\u65b9\u6848\uff0c\u7ed3\u5408\u6a21\u578b\u4e2d\u5f15\u5165\u7684\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3001\u632f\u52a8\u81ea\u7531\u80fd\u975e\u8c10\u4fee\u6b63\u53ca\u7ed3\u6784\u81ea\u7531\u80fd\u591a\u6001\u63cf\u8ff0\u7b49\u65b0\u7279\u6027\uff0c\u8bbe\u8ba1\u4e00\u5957\u66f4\u5177\u9488\u5bf9\u6027\u548c\u9ad8\u7cbe\u5ea6\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u4ee5\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u8f85\u52a9\u53c2\u6570\u5fae\u8c03\u3002\u8be5\u65b9\u6848\u5f3a\u8c03\u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf\u3001\u8bef\u5dee\u63a7\u5236\u53ca\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u5145\u5206\u63ed\u793a\u6a21\u578b\u6539\u8fdb\u7684\u7269\u7406\u6548\u5e94\u3002\n\n---\n\n## \u65b0\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u8bbe\u8ba1\n\n### \u4e00\u3001\u76ee\u6807\u4e0e\u539f\u5219\n\n- \u9a8c\u8bc1\u4f18\u5316\u540e\u6a21\u578b\u4e2d\u65b0\u589e\u7269\u7406\u673a\u5236\uff08\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3001\u632f\u52a8\u975e\u8c10\u6548\u5e94\u3001\u7ed3\u6784\u591a\u6001\u6027\uff09\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u6539\u8fdb\u6548\u679c\u3002\n- \u83b7\u53d6\u9ad8\u7cbe\u5ea6\u3001\u591a\u7269\u7406\u91cf\u7684\u5b9e\u9a8c\u6570\u636e\uff0c\u8986\u76d6430 K\u81f31500 K\u5bbd\u6e29\u533a\u95f4\uff0c\u91cd\u70b9\u5173\u6ce8\u9ad8\u6e29\u533a\u7684\u7535\u5b50\u4e0e\u632f\u52a8\u81ea\u7531\u80fd\u8868\u73b0\u3002\n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\uff0c\u8f85\u52a9\u89e3\u6790\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u81ea\u6d3d\u6027\u3002\n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u91cf\u5316\u8bef\u5dee\uff0c\u6307\u5bfc\u6a21\u578b\u53c2\u6570\u5fae\u8c03\u3002\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u5185\u5bb9\u4e0e\u6280\u672f\u8def\u7ebf\n\n#### 1. \u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\n\n- **\u7113\u4e0e\u6bd4\u70ed\u5bb9\u6d4b\u91cf** \n - \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u8fdb\u884c\u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u786e\u4fdd\u6570\u636e\u91cd\u590d\u6027\uff0c\u7279\u522b\u5173\u6ce8\u9ad8\u6e29\u6bb5\uff081000 K\u4ee5\u4e0a\uff09\u7113\u53d8\u5316\u3002 \n - \u5e94\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u4e0e\u81ea\u9002\u5e94\u6570\u503c\u5fae\u5206\u7b97\u6cd5\uff0c\u83b7\u5f97\u5e73\u6ed1\u4e14\u7269\u7406\u5408\u7406\u7684\u6bd4\u70ed\u5bb9\u66f2\u7ebf\uff0c\u6355\u6349\u6e29\u5ea6\u975e\u7ebf\u6027\u4f9d\u8d56\u3002 \n - \u7ed3\u5408\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u8054\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u6570\u636e\u7684\u51c6\u786e\u6027\u3002\n\n- **\u84b8\u6c14\u538b\u4e0e\u6d3b\u5ea6\u7cfb\u6570\u6d4b\u91cf** \n - \u91c7\u7528\u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\uff0c\u5b9e\u65f6\u76d1\u63a7\u84b8\u6c14\u538b\uff0c\u4fdd\u8bc1\u6c14\u6c1b\u7eaf\u51c0\u3002 \n - \u901a\u8fc7\u84b8\u6c14\u538b\u6570\u636e\u8ba1\u7b97\u6d3b\u5ea6\u7cfb\u6570\uff0c\u7ed3\u5408Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u91cd\u70b9\u9a8c\u8bc1\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u5316\u5b66\u52bf\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n- **\u5bc6\u5ea6\u4e0e\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf** \n - \u5229\u7528\u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\u6db2\u6001\u94df\u5bc6\u5ea6\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\uff0c\u51cf\u5c11\u5bb9\u5668\u5f71\u54cd\uff0c\u63d0\u9ad8\u6d4b\u91cf\u7cbe\u5ea6\u3002 \n - \u91cd\u70b9\u6d4b\u91cf\u9ad8\u6e29\u533a\u5bc6\u5ea6\u53d8\u5316\uff0c\u652f\u6301\u7535\u5b50\u6001\u5bc6\u5ea6\u6e29\u5ea6\u4f9d\u8d56\u4fee\u6b63\u3002\n\n- **\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u91cf** \n - \u91c7\u7528\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\uff0c\u6d4b\u91cf430 K\u81f31500 K\u8303\u56f4\u5185\u7684\u7535\u963b\u7387\uff0c\u8f85\u52a9\u63a8\u65ad\u7535\u5b50\u81ea\u7531\u80fd\u53ca\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u3002 \n - \u901a\u8fc7\u7535\u963b\u7387\u6e29\u5ea6\u4f9d\u8d56\u6027\u5206\u6790\uff0c\u9a8c\u8bc1\u7535\u5b50\u6001\u5bc6\u5ea6\u6e29\u5ea6\u4fee\u6b63\u7684\u5408\u7406\u6027\u3002\n\n#### 2. \u7ed3\u6784\u52a8\u6001\u4e0e\u5c40\u57df\u914d\u4f4d\u6570\u6d4b\u91cf\n\n- **\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\uff08XRD\uff09\u4e0e\u540c\u6b65\u8f90\u5c04\u6280\u672f** \n - \u5229\u7528\u9ad8\u6e29XRD\u6d4b\u91cf\u6db2\u6001\u94df\u7684\u5c40\u57df\u7ed3\u6784\u4fe1\u606f\uff0c\u83b7\u5f97\u914d\u4f4d\u6570\u5206\u5e03\u53ca\u7ed3\u6784\u6f14\u5316\u3002 \n - \u7ed3\u5408\u540c\u6b65\u8f90\u5c04\u6e90\u7684\u9ad8\u65f6\u95f4\u5206\u8fa8\u80fd\u529b\uff0c\u6355\u6349\u7ed3\u6784\u6001\u8f6c\u53d8\u52a8\u529b\u5b66\uff0c\u8f85\u52a9Markov\u72b6\u6001\u6a21\u578b\u5206\u6790\u3002\n\n- **\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c** \n - \u8f85\u52a9\u83b7\u53d6\u7ed3\u6784\u71b5\u76f8\u5173\u7684\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u4fe1\u606f\uff0c\u9a8c\u8bc1MD\u6a21\u62df\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\u3002\n\n#### 3. \u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf\u4e0e\u6570\u636e\u878d\u5408\n\n- \u8bbe\u8ba1\u540c\u6b65\u6d4b\u91cf\u65b9\u6848\uff0c\u786e\u4fdd\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u5bc6\u5ea6\u3001\u7535\u963b\u7387\u7b49\u6570\u636e\u5728\u540c\u4e00\u6279\u6b21\u6837\u54c1\u548c\u76f8\u8fd1\u5b9e\u9a8c\u6761\u4ef6\u4e0b\u83b7\u5f97\uff0c\u51cf\u5c11\u7cfb\u7edf\u8bef\u5dee\u3002 \n- \u7ed3\u5408MD\u6a21\u62df\u548cDFT\u8ba1\u7b97\u7ed3\u679c\uff0c\u8f85\u52a9\u89e3\u91ca\u5b9e\u9a8c\u6570\u636e\u4e2d\u7684\u7269\u7406\u673a\u5236\uff0c\u7279\u522b\u662f\u9ad8\u6e29\u975e\u8c10\u632f\u52a8\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u3002\n\n---\n\n### \u4e09\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u578b\u53cd\u9988\n\n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u5bf9\u591a\u7269\u7406\u91cf\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8054\u5408\u62df\u5408\uff0c\u7ed3\u5408\u5148\u9a8c\u6a21\u578b\u53c2\u6570\u548c\u6a21\u62df\u6570\u636e\uff0c\u91cf\u5316\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u548c\u7f6e\u4fe1\u533a\u95f4\u3002 \n- \u5229\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u5b9e\u9a8c\u6570\u636e\uff0c\u51cf\u5c11\u6570\u503c\u8bef\u5dee\u3002 \n- \u6839\u636e\u62df\u5408\u7ed3\u679c\uff0c\u8bc6\u522b\u6a21\u578b\u9884\u6d4b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u504f\u5dee\uff0c\u9488\u5bf9\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u53ca\u7ed3\u6784\u81ea\u7531\u80fd\u90e8\u5206\u8fdb\u884c\u53c2\u6570\u5fae\u8c03\u3002 \n- \u5c06\u4f18\u5316\u540e\u7684\u53c2\u6570\u53cd\u9988\u81f3\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u66f4\u65b0DFT\u548cMD\u6a21\u578b\uff0c\u5f62\u6210\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u7684\u95ed\u73af\u4f18\u5316\u3002\n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u6761\u4ef6\u4e0e\u8d28\u91cf\u63a7\u5236\n\n- **\u6837\u54c1\u5236\u5907\u4e0e\u73af\u5883\u63a7\u5236** \n - \u91c7\u7528\u9ad8\u7eaf\u5ea6\u94df\uff0c\u7535\u611f\u7194\u70bc\u5236\u5907\uff0c\u4fdd\u8bc1\u6837\u54c1\u7eaf\u51c0\u65e0\u6c27\u5316\u3002 \n - \u5b9e\u9a8c\u5168\u7a0b\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5f15\u5165\u3002 \n\n- **\u6e29\u5ea6\u63a7\u5236\u4e0e\u6821\u51c6** \n - \u6e29\u5ea6\u8303\u56f4430 K\u81f31500 K\uff0c\u626b\u63cf\u901f\u7387\u63a7\u5236\u57283 K/min\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u5e73\u8861\u6761\u4ef6\u3002 \n - \u91c7\u7528\u94df\u7194\u70b9\u548c\u6807\u51c6\u70ed\u7535\u5076\u591a\u70b9\u6821\u51c6\uff0c\u786e\u4fdd\u6e29\u5ea6\u51c6\u786e\u5ea6\u00b10.5 K\u3002\n\n- **\u6570\u636e\u8d28\u91cf\u63a7\u5236** \n - \u5e94\u7528\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u5254\u9664\u5f02\u5e38\u503c\uff0c\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u786e\u4fdd\u6570\u636e\u771f\u5b9e\u6027\u3002 \n - \u591a\u65b9\u6cd5\u6d4b\u91cf\u540c\u4e00\u53c2\u6570\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u63d0\u9ad8\u6570\u636e\u53ef\u9760\u6027\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u7d27\u5bc6\u56f4\u7ed5\u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u8bbe\u8ba1\uff0c\u91cd\u70b9\u9a8c\u8bc1\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3001\u632f\u52a8\u975e\u8c10\u6548\u5e94\u53ca\u7ed3\u6784\u591a\u6001\u6027\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\u901a\u8fc7\u591a\u7269\u7406\u91cf\u540c\u6b65\u9ad8\u7cbe\u5ea6\u6d4b\u91cf\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u8f85\u52a9\u89e3\u6790\u548c\u8d1d\u53f6\u65af\u8054\u5408\u62df\u5408\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u53c2\u6570\u7684\u9ad8\u6548\u53cd\u9988\u548c\u8fed\u4ee3\u4f18\u5316\uff0c\u63a8\u52a8\u6db2\u6001\u94df\u70ed\u529b\u5b66\u6a21\u578b\u5411\u66f4\u9ad8\u7cbe\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u6027\u53d1\u5c55\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5404\u6d4b\u91cf\u6280\u672f\u53c2\u6570\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u53ca\u62df\u5408\u7b97\u6cd5\uff0c\u5b9e\u73b0\u65b9\u6848\u7684\u5177\u4f53\u5b9e\u65bd\u6307\u5bfc\u3002\n\n---\n\n## Improved version of \u65b0\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u8bbe\u8ba1\n```markdown\n### \u4e00\u3001\u76ee\u6807\u4e0e\u539f\u5219\n\n- \u9a8c\u8bc1\u4f18\u5316\u540e\u6a21\u578b\u4e2d\u65b0\u589e\u7269\u7406\u673a\u5236\uff08\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3001\u632f\u52a8\u975e\u8c10\u6548\u5e94\u3001\u7ed3\u6784\u591a\u6001\u6027\uff09\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u6539\u8fdb\u6548\u679c\u3002\n- \u83b7\u53d6\u9ad8\u7cbe\u5ea6\u3001\u591a\u7269\u7406\u91cf\u7684\u5b9e\u9a8c\u6570\u636e\uff0c\u8986\u76d6430 K\u81f31500 K\u5bbd\u6e29\u533a\u95f4\uff0c\u91cd\u70b9\u5173\u6ce8\u9ad8\u6e29\u533a\u7684\u7535\u5b50\u4e0e\u632f\u52a8\u81ea\u7531\u80fd\u8868\u73b0\u3002\n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\uff0c\u8f85\u52a9\u89e3\u6790\u5b9e\u9a8c\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u81ea\u6d3d\u6027\u3002\n- \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u91cf\u5316\u8bef\u5dee\uff0c\u6307\u5bfc\u6a21\u578b\u53c2\u6570\u5fae\u8c03\u3002\n\n### \u4e8c\u3001\u5b9e\u9a8c\u5185\u5bb9\u4e0e\u6280\u672f\u8def\u7ebf\n\n#### 1. \u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\n\n- **\u7113\u4e0e\u6bd4\u70ed\u5bb9\u6d4b\u91cf** \n - \u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u786e\u4fdd\u6570\u636e\u91cd\u590d\u6027\uff0c\u91cd\u70b9\u9ad8\u6e29\u6bb5\u3002 \n - \u4e09\u6b21\u6837\u6761\u63d2\u503c\u4e0e\u81ea\u9002\u5e94\u6570\u503c\u5fae\u5206\u7b97\u6cd5\uff0c\u83b7\u5f97\u7269\u7406\u5408\u7406\u6bd4\u70ed\u5bb9\u66f2\u7ebf\u3002 \n - \u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u91cf\u70ed\u6269\u6563\u7387\uff0c\u8054\u5408\u5bc6\u5ea6\u6570\u636e\u8ba1\u7b97\u70ed\u5bfc\u7387\uff0c\u8f85\u52a9\u9a8c\u8bc1\u3002\n\n- **\u84b8\u6c14\u538b\u4e0e\u6d3b\u5ea6\u7cfb\u6570\u6d4b\u91cf** \n - \u9ad8\u6e29\u5bc6\u5c01\u84b8\u6c14\u538b\u6d4b\u5b9a\u88c5\u7f6e\u8054\u7528\u6c14\u76f8\u8d28\u8c31\uff0c\u5b9e\u65f6\u76d1\u63a7\u84b8\u6c14\u538b\u3002 \n - Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\u6d3b\u5ea6\u7cfb\u6570\uff0c\u9a8c\u8bc1\u5316\u5b66\u52bf\u4e00\u81f4\u6027\u3002\n\n- **\u5bc6\u5ea6\u4e0e\u70ed\u81a8\u80c0\u7cfb\u6570\u6d4b\u91cf** \n - \u7535\u78c1\u60ac\u6d6e\u88c5\u7f6e\u540c\u6b65\u6d4b\u91cf\uff0c\u51cf\u5c11\u5bb9\u5668\u5f71\u54cd\uff0c\u63d0\u9ad8\u7cbe\u5ea6\u3002 \n - \u91cd\u70b9\u6d4b\u91cf\u9ad8\u6e29\u533a\u5bc6\u5ea6\u53d8\u5316\uff0c\u652f\u6301\u7535\u5b50\u6001\u5bc6\u5ea6\u6e29\u5ea6\u4f9d\u8d56\u4fee\u6b63\u3002\n\n- **\u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u91cf** \n - \u9ad8\u6e29\u7535\u963b\u7387\u6d4b\u8bd5\u7cfb\u7edf\u6d4b\u91cf430 K\u81f31500 K\u7535\u963b\u7387\uff0c\u8f85\u52a9\u63a8\u65ad\u7535\u5b50\u81ea\u7531\u80fd\u53ca\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3002\n\n#### 2. \u7ed3\u6784\u52a8\u6001\u4e0e\u5c40\u57df\u914d\u4f4d\u6570\u6d4b\u91cf\n\n- **\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\uff08XRD\uff09\u4e0e\u540c\u6b65\u8f90\u5c04\u6280\u672f** \n - \u6d4b\u91cf\u6db2\u6001\u94df\u5c40\u57df\u7ed3\u6784\u4fe1\u606f\uff0c\u83b7\u5f97\u914d\u4f4d\u6570\u5206\u5e03\u53ca\u7ed3\u6784\u6f14\u5316\u3002 \n - \u540c\u6b65\u8f90\u5c04\u9ad8\u65f6\u95f4\u5206\u8fa8\u6355\u6349\u7ed3\u6784\u6001\u8f6c\u53d8\u52a8\u529b\u5b66\uff0c\u8f85\u52a9Markov\u72b6\u6001\u6a21\u578b\u5206\u6790\u3002\n\n- **\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c** \n - \u83b7\u53d6\u7ed3\u6784\u71b5\u76f8\u5173\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u4fe1\u606f\uff0c\u9a8c\u8bc1MD\u6a21\u62df\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u6a21\u578b\u3002\n\n#### 3. \u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf\u4e0e\u6570\u636e\u878d\u5408\n\n- \u540c\u6b65\u6d4b\u91cf\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u5bc6\u5ea6\u3001\u7535\u963b\u7387\u7b49\uff0c\u51cf\u5c11\u7cfb\u7edf\u8bef\u5dee\u3002 \n- \u7ed3\u5408MD\u6a21\u62df\u548cDFT\u8ba1\u7b97\u8f85\u52a9\u89e3\u91ca\u6570\u636e\uff0c\u63ed\u793a\u9ad8\u6e29\u975e\u8c10\u632f\u52a8\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u3002\n\n### \u4e09\u3001\u6570\u636e\u5904\u7406\u4e0e\u6a21\u578b\u53cd\u9988\n\n- \u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u8054\u5408\u62df\u5408\u591a\u7269\u7406\u91cf\u6570\u636e\uff0c\u7ed3\u5408\u5148\u9a8c\u6a21\u578b\u53c2\u6570\u548c\u6a21\u62df\u6570\u636e\uff0c\u91cf\u5316\u4e0d\u786e\u5b9a\u5ea6\u3002 \n- \u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\u5904\u7406\u6570\u636e\uff0c\u51cf\u5c11\u6570\u503c\u8bef\u5dee\u3002 \n- \u6839\u636e\u62df\u5408\u7ed3\u679c\u5fae\u8c03\u7535\u5b50\u81ea\u7531\u80fd\u3001\u632f\u52a8\u81ea\u7531\u80fd\u53ca\u7ed3\u6784\u81ea\u7531\u80fd\u53c2\u6570\u3002 \n- \u4f18\u5316\u53c2\u6570\u53cd\u9988\u81f3\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u5f62\u6210\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u95ed\u73af\u3002\n\n### \u56db\u3001\u5b9e\u9a8c\u6761\u4ef6\u4e0e\u8d28\u91cf\u63a7\u5236\n\n- \u9ad8\u7eaf\u5ea6\u94df\u7535\u611f\u7194\u70bc\uff0c\u6c29\u6c14\u4fdd\u62a4\uff0c\u9632\u6b62\u6c27\u5316\u3002 \n- \u6e29\u5ea6\u8303\u56f4430 K\u81f31500 K\uff0c\u626b\u63cf\u901f\u73873 K/min\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u5e73\u8861\u3002 \n- \u591a\u70b9\u6e29\u5ea6\u6821\u51c6\uff0c\u51c6\u786e\u5ea6\u00b10.5 K\u3002 \n- \u5f02\u5e38\u503c\u5254\u9664\u7ed3\u5408\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u4e0e\u4eba\u5de5\u590d\u6838\u3002 \n- \u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6570\u636e\u53ef\u9760\u3002\n\n### \u4e94\u3001\u603b\u7ed3\n\n\u8be5\u65b9\u6848\u9488\u5bf9\u4f18\u5316\u6a21\u578b\u65b0\u589e\u7269\u7406\u673a\u5236\u8bbe\u8ba1\u9ad8\u7cbe\u5ea6\u3001\u591a\u7269\u7406\u91cf\u540c\u6b65\u5b9e\u9a8c\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u8d1d\u53f6\u65af\u8054\u5408\u62df\u5408\uff0c\u5b9e\u73b0\u53c2\u6570\u5fae\u8c03\u4e0e\u6a21\u578b\u8fed\u4ee3\uff0c\u63a8\u52a8\u6db2\u6001\u94df\u70ed\u529b\u5b66\u6a21\u578b\u5411\u66f4\u9ad8\u7cbe\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u65b9\u5411\u53d1\u5c55\u3002\n```\n" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u548c\u9a8c\u8bc1\u7ed3\u679c\uff0c\u63d0\u4ea4\u6700\u7ec8\u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u4e0e\u4f18\u5316\u5efa\u8bae\uff0c\u73b0\u5c06\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u8fdb\u884c\u7cfb\u7edf\u6574\u5408\u4e0e\u4f18\u5316\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u4f18\u5316\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5728\u7269\u7406\u673a\u5236\u4e0a\u66f4\u52a0\u5168\u9762\uff0c\u6570\u503c\u8ba1\u7b97\u66f4\u4e3a\u7cbe\u786e\uff0c\u53c2\u6570\u62df\u5408\u66f4\u5177\u79d1\u5b66\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u4e14\u914d\u5907\u4e86\u5b8c\u5584\u7684\u8bef\u5dee\u91cf\u5316\u548c\u591a\u5c3a\u5ea6\u8026\u5408\u673a\u5236\u3002\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n---\n\n### \u4f18\u5316\u601d\u8def\u603b\u7ed3\n\n1. **\u7269\u7406\u673a\u5236\u5b8c\u5584** \n - \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u53cd\u6620\u70ed\u81a8\u80c0\u5bf9\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\u3002 \n - \u7eb3\u5165\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u81ea\u7531\u80fd\u4fee\u6b63\uff0c\u63d0\u5347\u9ad8\u6e29\u7535\u5b50\u81ea\u7531\u80fd\u7684\u7269\u7406\u5408\u7406\u6027\u3002 \n - \u632f\u52a8\u81ea\u7531\u80fd\u91c7\u7528\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\u7ed3\u5408MD\u7edf\u8ba1\u58f0\u5b50\u8c31\uff0c\u4fee\u6b63\u975e\u8c10\u6548\u5e94\u3002 \n - \u7ed3\u6784\u81ea\u7531\u80fd\u91c7\u7528\u591a\u5cf0\u914d\u4f4d\u6570\u5206\u5e03\u548cMarkov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5c40\u57df\u7ed3\u6784\u52a8\u6001\uff0c\u589e\u5f3a\u7ed3\u6784\u71b5\u548c\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u4f9d\u8d56\u63cf\u8ff0\u3002 \n - \u6df7\u5408\u81ea\u7531\u80fd\u9879\u4e3a\u5408\u91d1\u4f53\u7cfb\u9884\u7559\u63a5\u53e3\uff0c\u91c7\u7528AIC/BIC\u51c6\u5219\u81ea\u52a8\u9009\u9636\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7b5b\u9009\u3002\n\n2. **\u6570\u503c\u8ba1\u7b97\u4e0e\u62df\u5408\u6280\u672f\u63d0\u5347** \n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\u8fdb\u884c\u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\uff0c\u878d\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\uff0c\u8fdb\u884c\u53c2\u6570\u540e\u9a8c\u5206\u5e03\u91c7\u6837\u548c\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316\u3002 \n - \u4f7f\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u7b97\u6cd5\uff08\u4e94\u70b9\u5dee\u5206\u6cd5\u3001Romberg\u79ef\u5206\uff09\u4fdd\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n - \u5f15\u5165L2\u6b63\u5219\u5316\u548c\u6a21\u578b\u590d\u6742\u5ea6\u4fe1\u606f\u51c6\u5219\uff08AIC/BIC\uff09\u907f\u514d\u8fc7\u62df\u5408\u3002 \n - \u5b9e\u65bd\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u5141\u8bb8\u53c2\u6570\u5728\u4e0d\u540c\u6e29\u533a\u9002\u5ea6\u8c03\u6574\uff0c\u4fdd\u8bc1\u53c2\u6570\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002\n\n3. **\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u95ed\u73af** \n - \u5b9a\u671f\u5c06\u62df\u5408\u7ed3\u679c\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u52bf\u51fd\u6570\u53ca\u7ed3\u6784\u6a21\u578b\uff0c\u4fdd\u8bc1\u6a21\u62df\u4e0e\u62df\u5408\u53c2\u6570\u7269\u7406\u81ea\u6d3d\u3002 \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u641c\u7d22\u548c\u6a21\u578b\u9009\u62e9\uff0c\u63d0\u5347\u62df\u5408\u6548\u7387\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n4. **\u5b9e\u9a8c\u9a8c\u8bc1\u4e0e\u6570\u636e\u878d\u5408** \n - \u8bbe\u8ba1\u9ad8\u7cbe\u5ea6\u3001\u591a\u7269\u7406\u91cf\u540c\u6b65\u6d4b\u91cf\u65b9\u6848\uff0c\u5305\u62ec\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u3001\u5bc6\u5ea6\u3001\u7535\u963b\u7387\u53ca\u7ed3\u6784\u52a8\u6001\u6d4b\u91cf\u3002 \n - \u5229\u7528\u8d1d\u53f6\u65af\u8054\u5408\u62df\u5408\u6846\u67b6\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u5b9e\u73b0\u8bef\u5dee\u91cf\u5316\u548c\u53c2\u6570\u5fae\u8c03\u3002 \n - \u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u548c\u5f02\u5e38\u503c\u5254\u9664\u786e\u4fdd\u6570\u636e\u8d28\u91cf\uff0c\u652f\u6301\u6a21\u578b\u8fed\u4ee3\u4f18\u5316\u3002\n\n---\n\n### \u4f18\u5316\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u5b8c\u6574\u8868\u8fbe\n\n```\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b\n---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u8868\u8fbe\u5f0f\n\n\u6db2\u6001\u91d1\u5c5e\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u8868\u8fbe\u4e3a\uff1a\n\n\\[\nG(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n\\]\n\n\u5176\u4e2d\uff1a\n\n1. **\u7535\u5b50\u81ea\u7531\u80fd \\( G_{\\text{\u7535\u5b50}}(T) \\)**\n\n\\[\nG_{\\text{\u7535\u5b50}}(T) = \\int D(E,T) f(E,T) (E - \\mu) dE - T S_{\\text{\u7535\u5b50}}(T) + \\Delta G_{\\text{e-ph}}(T)\n\\]\n\n- \\( D(E,T) \\) \u662f\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8003\u8651\u6676\u683c\u70ed\u81a8\u80c0\u5f71\u54cd\uff0c\u7531\u591a\u6e29\u5ea6\u70b9DFT\u8ba1\u7b97\u83b7\u5f97\u3002 \n- \\( f(E,T) \\) \u4e3a\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u3002 \n- \\( \\Delta G_{\\text{e-ph}}(T) \\) \u662f\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u4fee\u6b63\u9879\uff0c\u901a\u8fc7\u6709\u9650\u6e29\u5ea6\u683c\u6797\u51fd\u6570\u65b9\u6cd5\u8ba1\u7b97\u3002 \n- \u7535\u5b50\u81ea\u7531\u80fd\u53c2\u6570\u7ed3\u5408\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\u8f85\u52a9\u6821\u6b63\u3002\n\n2. **\u632f\u52a8\u81ea\u7531\u80fd \\( G_{\\text{\u632f\u52a8}}(T) \\)**\n\n\\[\nG_{\\text{\u632f\u52a8}}(T) = G_{\\text{\u632f\u52a8}}^{\\text{SCPH}}(T) + \\delta G_{\\text{anharm}}(T)\n\\]\n\n- \u91c7\u7528\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\uff08SCPH\uff09\u7ed3\u5408MD\u7edf\u8ba1\u58f0\u5b50\u8c31\u8ba1\u7b97\uff0c\u4fee\u6b63\u51c6\u8c10\u8fd1\u4f3c\u3002 \n- \\( \\delta G_{\\text{anharm}}(T) \\) \u6355\u6349\u9ad8\u6e29\u975e\u8c10\u6548\u5e94\uff0c\u52a8\u6001\u8c03\u6574\u58f0\u5b50\u8c31\u53c2\u6570\u3002 \n- \u632f\u52a8\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u7528\u4e8e\u8ba1\u7b97\u632f\u52a8\u71b5\u548c\u6bd4\u70ed\u5bb9\u3002\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd \\( G_{\\text{\u7ed3\u6784}}(T) \\)**\n\n\\[\nG_{\\text{\u7ed3\u6784}}(T) = -k_B T \\ln \\left( \\sum_{n} P(n,T) e^{-\\beta E_n} \\right) + \\Delta G_{\\text{dyn}}(T)\n\\]\n\n- \\( P(n,T) \\) \u4e3a\u591a\u5cf0\u914d\u4f4d\u6570\u5206\u5e03\uff0c\u7ed3\u5408Markov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002 \n- \\( E_n \\) \u662f\u5bf9\u5e94\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\uff0c\u53c2\u6570\u5316\u53cd\u6620\u4e0d\u540c\u7ed3\u6784\u6001\u80fd\u91cf\u5dee\u5f02\u3002 \n- \\( \\Delta G_{\\text{dyn}}(T) \\) \u8003\u8651\u7ed3\u6784\u6001\u5bff\u547d\u548c\u8f6c\u53d8\u901f\u7387\u5bf9\u81ea\u7531\u80fd\u7684\u52a8\u6001\u8d21\u732e\u3002 \n- \u7ed3\u6784\u81ea\u7531\u80fd\u53c2\u6570\u7ed3\u5408MD\u6a21\u62df\u548c\u9ad8\u6e29XRD\u3001\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u3002\n\n4. **\u6df7\u5408\u81ea\u7531\u80fd \\( G_{\\text{\u6df7\u5408}}(T,P) \\)**\n\n- \u5bf9\u7eaf\u6db2\u6001\u91d1\u5c5e\u5ffd\u7565\u3002 \n- \u5bf9\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff1a\n\n\\[\nG_{\\text{\u6df7\u5408}}(T,P) = \\sum_{i,j} x_i x_j \\sum_{k=0}^N L_{ij}^{(k)}(T) (x_i - x_j)^k\n\\]\n\n- \u591a\u9879\u5f0f\u9636\u6570 \\( N \\) \u901a\u8fc7AIC/BIC\u51c6\u5219\u81ea\u52a8\u786e\u5b9a\u3002 \n- \u53c2\u6570\u7ed3\u5408\u5b9e\u9a8c\u6d3b\u5ea6\u7cfb\u6570\u548c\u84b8\u6c14\u538b\u6570\u636e\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7b5b\u9009\u3002\n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u5173\u7cfb\n\n1. **\u71b5**\n\n\\[\nS(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P = S_{\\text{\u7535\u5b50}}(T) + S_{\\text{\u632f\u52a8}}(T) + S_{\\text{\u7ed3\u6784}}(T)\n\\]\n\n2. **\u7113**\n\n\\[\nH(T) = G(T) + T S(T)\n\\]\n\n3. **\u6bd4\u70ed\u5bb9**\n\n\\[\nC_P(T) = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n\\]\n\n- \u91c7\u7528\u81ea\u9002\u5e94\u4e94\u70b9\u5dee\u5206\u6cd5\u9ad8\u9636\u6570\u503c\u5fae\u5206\uff0c\u7ed3\u5408\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u4fdd\u8bc1\u5e73\u6ed1\u548c\u9ad8\u7cbe\u5ea6\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u5316\u5b66\u52bf**\n\n\\[\n\\mu(T) = G(T) + RT \\ln \\gamma(T)\n\\]\n\n- \u6d3b\u5ea6\u7cfb\u6570\u7531Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u7ed3\u5408\u84b8\u6c14\u538b\u548c\u7535\u5316\u5b66\u6d4b\u91cf\u6570\u636e\u3002\n\n5. **\u84b8\u6c14\u538b**\n\n- \u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u4e0e\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u786e\u4fdd\u4e0e\u5316\u5b66\u52bf\u548c\u6d3b\u5ea6\u7cfb\u6570\u4e00\u81f4\u3002\n\n6. **\u70ed\u5bfc\u7387**\n\n\\[\n\\lambda(T) = \\alpha(T) \\rho(T) C_P(T)\n\\]\n\n- \u70ed\u6269\u6563\u7387 \\(\\alpha(T)\\) \u7531\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\uff0c\u5bc6\u5ea6 \\(\\rho(T)\\) \u548c\u6bd4\u70ed\u5bb9 \\(C_P(T)\\) \u7ed3\u5408\u8ba1\u7b97\uff0c\u8bef\u5dee\u901a\u8fc7\u8499\u7279\u5361\u7f57\u4f20\u64ad\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\n\n- \u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u8054\u5408\u62df\u5408\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u53ca\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\uff08DFT\u7535\u5b50\u81ea\u7531\u80fd\u3001MD\u7ed3\u6784\u6570\u636e\uff09\u3002 \n- \u91c7\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u6d1b\uff08MCMC\uff09\u6216\u53d8\u5206\u8d1d\u53f6\u65af\u65b9\u6cd5\u91c7\u6837\u53c2\u6570\u540e\u9a8c\u5206\u5e03\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\uff0c\u4f18\u5148\u4fdd\u8bc1\u9ad8\u7cbe\u5ea6\u7269\u7406\u91cf\u62df\u5408\u8d28\u91cf\u3002 \n- \u5f15\u5165L2\u6b63\u5219\u5316\uff0c\u9650\u5236\u53c2\u6570\u7269\u7406\u5408\u7406\u8303\u56f4\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u3002 \n- \u901a\u8fc7AIC/BIC\u51c6\u5219\u786e\u5b9a\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u91c7\u7528\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u4fdd\u8bc1\u53c2\u6570\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u4e0e\u5fae\u5206\u7b97\u6cd5\uff0c\u7ed3\u5408\u8499\u7279\u5361\u7f57\u65b9\u6cd5\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u8026\u5408\u4e0e\u53cd\u9988\u673a\u5236\n\n- \u5b9a\u671f\u5c06\u62df\u5408\u53c2\u6570\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u52bf\u51fd\u6570\u548c\u7ed3\u6784\u6a21\u578b\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408\u548c\u6a21\u578b\u9009\u62e9\uff0c\u63d0\u5347\u53c2\u6570\u641c\u7d22\u6548\u7387\u548c\u9884\u6d4b\u80fd\u529b\u3002 \n- \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u95ed\u73af\uff0c\u6301\u7eed\u8fed\u4ee3\u4f18\u5316\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u6027\u3002\n\n---\n\n### \u4e94\u3001\u5e94\u7528\u4f18\u52bf\n\n- \u7269\u7406\u673a\u5236\u660e\u786e\uff0c\u6db5\u76d6\u7535\u5b50\u3001\u632f\u52a8\u3001\u7ed3\u6784\u53ca\u6df7\u5408\u6548\u5e94\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\u3002 \n- \u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u53ef\u9760\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n- \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u6df1\u5ea6\u878d\u5408\uff0c\u652f\u6301\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u6269\u5c55\u3002 \n- \u81ea\u52a8\u5316\u6570\u503c\u8ba1\u7b97\u548c\u62df\u5408\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u6784\u5efa\u6548\u7387\u548c\u5e94\u7528\u4fbf\u6377\u6027\u3002 \n- \u4e3a\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u652f\u6301\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u6700\u65b0\u7269\u7406\u673a\u5236\u5f15\u5165\u548c\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u6db2\u6001\u94df\u53ca\u5176\u5408\u91d1\u4f53\u7cfb\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u4e0e\u6750\u6599\u8bbe\u8ba1\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u6a21\u578b", + "content": "---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u8868\u8fbe\u5f0f\n\n\u6db2\u6001\u91d1\u5c5e\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u8868\u8fbe\u4e3a\uff1a\n\n\\[\nG(T,P) = G_{\\text{\u7535\u5b50}}(T) + G_{\\text{\u632f\u52a8}}(T) + G_{\\text{\u7ed3\u6784}}(T) + G_{\\text{\u6df7\u5408}}(T,P)\n\\]\n\n\u5176\u4e2d\uff1a\n\n1. **\u7535\u5b50\u81ea\u7531\u80fd \\( G_{\\text{\u7535\u5b50}}(T) \\)**\n\n\\[\nG_{\\text{\u7535\u5b50}}(T) = \\int D(E,T) f(E,T) (E - \\mu) dE - T S_{\\text{\u7535\u5b50}}(T) + \\Delta G_{\\text{e-ph}}(T)\n\\]\n\n- \\( D(E,T) \\) \u662f\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8003\u8651\u6676\u683c\u70ed\u81a8\u80c0\u5f71\u54cd\uff0c\u7531\u591a\u6e29\u5ea6\u70b9DFT\u8ba1\u7b97\u83b7\u5f97\u3002 \n- \\( f(E,T) \\) \u4e3a\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u3002 \n- \\( \\Delta G_{\\text{e-ph}}(T) \\) \u662f\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u4fee\u6b63\u9879\uff0c\u901a\u8fc7\u6709\u9650\u6e29\u5ea6\u683c\u6797\u51fd\u6570\u65b9\u6cd5\u8ba1\u7b97\u3002 \n- \u7535\u5b50\u81ea\u7531\u80fd\u53c2\u6570\u7ed3\u5408\u5b9e\u9a8c\u7535\u963b\u7387\u6570\u636e\u8f85\u52a9\u6821\u6b63\u3002\n\n2. **\u632f\u52a8\u81ea\u7531\u80fd \\( G_{\\text{\u632f\u52a8}}(T) \\)**\n\n\\[\nG_{\\text{\u632f\u52a8}}(T) = G_{\\text{\u632f\u52a8}}^{\\text{SCPH}}(T) + \\delta G_{\\text{anharm}}(T)\n\\]\n\n- \u91c7\u7528\u81ea\u6d3d\u58f0\u5b50\u7406\u8bba\uff08SCPH\uff09\u7ed3\u5408MD\u7edf\u8ba1\u58f0\u5b50\u8c31\u8ba1\u7b97\uff0c\u4fee\u6b63\u51c6\u8c10\u8fd1\u4f3c\u3002 \n- \\( \\delta G_{\\text{anharm}}(T) \\) \u6355\u6349\u9ad8\u6e29\u975e\u8c10\u6548\u5e94\uff0c\u52a8\u6001\u8c03\u6574\u58f0\u5b50\u8c31\u53c2\u6570\u3002 \n- \u632f\u52a8\u81ea\u7531\u80fd\u6e29\u5ea6\u5bfc\u6570\u7528\u4e8e\u8ba1\u7b97\u632f\u52a8\u71b5\u548c\u6bd4\u70ed\u5bb9\u3002\n\n3. **\u7ed3\u6784\u81ea\u7531\u80fd \\( G_{\\text{\u7ed3\u6784}}(T) \\)**\n\n\\[\nG_{\\text{\u7ed3\u6784}}(T) = -k_B T \\ln \\left( \\sum_{n} P(n,T) e^{-\\beta E_n} \\right) + \\Delta G_{\\text{dyn}}(T)\n\\]\n\n- \\( P(n,T) \\) \u4e3a\u591a\u5cf0\u914d\u4f4d\u6570\u5206\u5e03\uff0c\u7ed3\u5408Markov\u72b6\u6001\u6a21\u578b\u5206\u6790\u5c40\u57df\u7ed3\u6784\u52a8\u6001\u3002 \n- \\( E_n \\) \u662f\u5bf9\u5e94\u5c40\u57df\u7ed3\u6784\u80fd\u91cf\uff0c\u53c2\u6570\u5316\u53cd\u6620\u4e0d\u540c\u7ed3\u6784\u6001\u80fd\u91cf\u5dee\u5f02\u3002 \n- \\( \\Delta G_{\\text{dyn}}(T) \\) \u8003\u8651\u7ed3\u6784\u6001\u5bff\u547d\u548c\u8f6c\u53d8\u901f\u7387\u5bf9\u81ea\u7531\u80fd\u7684\u52a8\u6001\u8d21\u732e\u3002 \n- \u7ed3\u6784\u81ea\u7531\u80fd\u53c2\u6570\u7ed3\u5408MD\u6a21\u62df\u548c\u9ad8\u6e29XRD\u3001\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u3002\n\n4. **\u6df7\u5408\u81ea\u7531\u80fd \\( G_{\\text{\u6df7\u5408}}(T,P) \\)**\n\n- \u5bf9\u7eaf\u6db2\u6001\u91d1\u5c5e\u5ffd\u7565\u3002 \n- \u5bf9\u5408\u91d1\u4f53\u7cfb\u91c7\u7528Redlich-Kister\u591a\u9879\u5f0f\uff1a\n\n\\[\nG_{\\text{\u6df7\u5408}}(T,P) = \\sum_{i,j} x_i x_j \\sum_{k=0}^N L_{ij}^{(k)}(T) (x_i - x_j)^k\n\\]\n\n- \u591a\u9879\u5f0f\u9636\u6570 \\( N \\) \u901a\u8fc7AIC/BIC\u51c6\u5219\u81ea\u52a8\u786e\u5b9a\u3002 \n- \u53c2\u6570\u7ed3\u5408\u5b9e\u9a8c\u6d3b\u5ea6\u7cfb\u6570\u548c\u84b8\u6c14\u538b\u6570\u636e\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7b5b\u9009\u3002\n\n---\n\n### \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u5173\u7cfb\n\n1. **\u71b5**\n\n\\[\nS(T) = -\\left(\\frac{\\partial G}{\\partial T}\\right)_P = S_{\\text{\u7535\u5b50}}(T) + S_{\\text{\u632f\u52a8}}(T) + S_{\\text{\u7ed3\u6784}}(T)\n\\]\n\n2. **\u7113**\n\n\\[\nH(T) = G(T) + T S(T)\n\\]\n\n3. **\u6bd4\u70ed\u5bb9**\n\n\\[\nC_P(T) = T \\left(\\frac{\\partial S}{\\partial T}\\right)_P\n\\]\n\n- \u91c7\u7528\u81ea\u9002\u5e94\u4e94\u70b9\u5dee\u5206\u6cd5\u9ad8\u9636\u6570\u503c\u5fae\u5206\uff0c\u7ed3\u5408\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u4fdd\u8bc1\u5e73\u6ed1\u548c\u9ad8\u7cbe\u5ea6\u3002\n\n4. **\u6d3b\u5ea6\u7cfb\u6570\u4e0e\u5316\u5b66\u52bf**\n\n\\[\n\\mu(T) = G(T) + RT \\ln \\gamma(T)\n\\]\n\n- \u6d3b\u5ea6\u7cfb\u6570\u7531Redlich-Kister\u591a\u9879\u5f0f\u62df\u5408\uff0c\u7ed3\u5408\u84b8\u6c14\u538b\u548c\u7535\u5316\u5b66\u6d4b\u91cf\u6570\u636e\u3002\n\n5. **\u84b8\u6c14\u538b**\n\n- \u5229\u7528\u514b\u52b3\u4fee\u65af-\u514b\u62c9\u4f69\u9f99\u65b9\u7a0b\u4e0e\u5b9e\u9a8c\u84b8\u6c14\u538b\u6570\u636e\u62df\u5408\uff0c\u786e\u4fdd\u4e0e\u5316\u5b66\u52bf\u548c\u6d3b\u5ea6\u7cfb\u6570\u4e00\u81f4\u3002\n\n6. **\u70ed\u5bfc\u7387**\n\n\\[\n\\lambda(T) = \\alpha(T) \\rho(T) C_P(T)\n\\]\n\n- \u70ed\u6269\u6563\u7387 \\(\\alpha(T)\\) \u7531\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u5b9a\uff0c\u5bc6\u5ea6 \\(\\rho(T)\\) \u548c\u6bd4\u70ed\u5bb9 \\(C_P(T)\\) \u7ed3\u5408\u8ba1\u7b97\uff0c\u8bef\u5dee\u901a\u8fc7\u8499\u7279\u5361\u7f57\u4f20\u64ad\u91cf\u5316\u3002\n\n---\n\n### \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\n\n- \u5229\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u6846\u67b6\uff0c\u8054\u5408\u62df\u5408\u7113\u3001\u6bd4\u70ed\u5bb9\u3001\u84b8\u6c14\u538b\u3001\u6d3b\u5ea6\u7cfb\u6570\u3001\u70ed\u6269\u6563\u7387\u53ca\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\uff08DFT\u7535\u5b50\u81ea\u7531\u80fd\u3001MD\u7ed3\u6784\u6570\u636e\uff09\u3002 \n- \u91c7\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u6d1b\uff08MCMC\uff09\u6216\u53d8\u5206\u8d1d\u53f6\u65af\u65b9\u6cd5\u91c7\u6837\u53c2\u6570\u540e\u9a8c\u5206\u5e03\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u52a8\u6001\u8c03\u6574\u62df\u5408\u6743\u91cd\uff0c\u4f18\u5148\u4fdd\u8bc1\u9ad8\u7cbe\u5ea6\u7269\u7406\u91cf\u62df\u5408\u8d28\u91cf\u3002 \n- \u5f15\u5165L2\u6b63\u5219\u5316\uff0c\u9650\u5236\u53c2\u6570\u7269\u7406\u5408\u7406\u8303\u56f4\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u3002 \n- \u901a\u8fc7AIC/BIC\u51c6\u5219\u786e\u5b9a\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u91c7\u7528\u6e29\u5ea6\u5206\u6bb5\u62df\u5408\u7b56\u7565\uff0c\u4fdd\u8bc1\u53c2\u6570\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002 \n- \u8bef\u5dee\u4f20\u64ad\u91c7\u7528\u81ea\u9002\u5e94\u9ad8\u9636\u6570\u503c\u79ef\u5206\u4e0e\u5fae\u5206\u7b97\u6cd5\uff0c\u7ed3\u5408\u8499\u7279\u5361\u7f57\u65b9\u6cd5\u8ba1\u7b97\u70ed\u529b\u5b66\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### \u56db\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u8026\u5408\u4e0e\u53cd\u9988\u673a\u5236\n\n- \u5b9a\u671f\u5c06\u62df\u5408\u53c2\u6570\u53cd\u9988\u81f3DFT\u548cMD\u6a21\u62df\uff0c\u66f4\u65b0\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u52bf\u51fd\u6570\u548c\u7ed3\u6784\u6a21\u578b\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u62df\u5408\u548c\u6a21\u578b\u9009\u62e9\uff0c\u63d0\u5347\u53c2\u6570\u641c\u7d22\u6548\u7387\u548c\u9884\u6d4b\u80fd\u529b\u3002 \n- \u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df-\u7406\u8bba\u95ed\u73af\uff0c\u6301\u7eed\u8fed\u4ee3\u4f18\u5316\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u548c\u7269\u7406\u81ea\u6d3d\u6027\u3002\n\n---\n\n### \u4e94\u3001\u5e94\u7528\u4f18\u52bf\n\n- \u7269\u7406\u673a\u5236\u660e\u786e\uff0c\u6db5\u76d6\u7535\u5b50\u3001\u632f\u52a8\u3001\u7ed3\u6784\u53ca\u6df7\u5408\u6548\u5e94\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\u3002 \n- \u591a\u7269\u7406\u91cf\u8054\u5408\u62df\u5408\u4e0e\u8bef\u5dee\u91cf\u5316\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u53ef\u9760\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n- \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u6df1\u5ea6\u878d\u5408\uff0c\u652f\u6301\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u6269\u5c55\u3002 \n- \u81ea\u52a8\u5316\u6570\u503c\u8ba1\u7b97\u548c\u62df\u5408\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6a21\u578b\u6784\u5efa\u6548\u7387\u548c\u5e94\u7528\u4fbf\u6377\u6027\u3002 \n- \u4e3a\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u652f\u6301\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u6700\u65b0\u7269\u7406\u673a\u5236\u5f15\u5165\u548c\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u6db2\u6001\u94df\u53ca\u5176\u5408\u91d1\u4f53\u7cfb\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u4e0e\u6750\u6599\u8bbe\u8ba1\u3002" + } + ], + "('/generate_basePlan', '\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u8c03\u7814", + "TaskContent": "\u8c03\u7814\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u7684\u6750\u6599\u8150\u8680\u7c7b\u578b\u53ca\u5176\u6210\u56e0\u3002", + "InputObject_List": [], + "OutputObject": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a", + "AgentSelection": [ + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u63d0\u51fa\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u6750\u6599\u8150\u8680\u7c7b\u578b\u7684\u5206\u7c7b\u65b9\u6848\u53ca\u5176\u6210\u56e0\u5206\u6790\u601d\u8def\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u9632\u62a4\u6280\u672f\u548c\u8bbe\u8ba1\u5e94\u7528\u5efa\u8bae\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u7535\u5316\u5b66\u548c\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u8be6\u7ec6\u5206\u6790\u4e3b\u8981\u8150\u8680\u6210\u56e0\u5e76\u521d\u6b65\u5f52\u7eb3\u8150\u8680\u73b0\u72b6\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u8150\u8680\u6210\u56e0\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u5176\u5bf9\u9632\u62a4\u6280\u672f\u8bbe\u8ba1\u7684\u6307\u5bfc\u4ef7\u503c\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u6210\u56e0\u5206\u6790\u5e76\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u5212\u5206\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u5b8c\u5584\u540e\u7684\u8150\u8680\u6210\u56e0\u5206\u6790\uff0c\u4f18\u5316\u9632\u62a4\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u8bbe\u8ba1\u5efa\u8bae\u7684\u9488\u5bf9\u6027\u548c\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6574\u7406\u5e76\u63d0\u4ea4\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u5185\u5bb9\u6db5\u76d6\u8150\u8680\u7c7b\u578b\u3001\u6210\u56e0\u5206\u6790\u53ca\u9632\u62a4\u6280\u672f\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>! and !<1>! perform the task of \u8c03\u7814\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u7684\u6750\u6599\u8150\u8680\u7c7b\u578b\u53ca\u5176\u6210\u56e0\u3002 to obtain !<2>!.", + "data": { + "0": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u8150\u8680\u673a\u7406\u5206\u6790", + "TaskContent": "\u5206\u6790\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u5316\u5b66\u548c\u7269\u7406\u673a\u7406\u3002", + "InputObject_List": [ + "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a" + ], + "OutputObject": "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u7269\u7406\u5b66\u5bb6", + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe\u3002", + "ImportantInput": [ + "InputObject:\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u8150\u8680\u4ea7\u751f\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u5047\u8bbe\u3002", + "ImportantInput": [ + "InputObject:\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u6790\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u8bc4\u6790\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u8150\u8680\u7c7b\u578b\u7269\u7406\u673a\u7406\u5047\u8bbe\u7684\u5316\u5b66\u5408\u7406\u6027\u53ca\u5b9e\u9a8c\u652f\u6301\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5206\u6790\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5206\u6790\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6574\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5206\u6790\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u5316\u5b66\u548c\u7269\u7406\u673a\u7406\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u9632\u8150\u6750\u6599\u9009\u62e9", + "TaskContent": "\u7b5b\u9009\u548c\u8bc4\u4f30\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u3002", + "InputObject_List": [ + "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u9632\u8150\u6750\u6599\u6e05\u5355", + "AgentSelection": [ + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u521d\u6b65\u5efa\u8bae\u3002", + "ImportantInput": [ + "InputObject:\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u9632\u62a4\u6280\u672f\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7ecf\u9a8c\uff0c\u63d0\u51fa\u9002\u5408\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\u3002", + "ImportantInput": [ + "InputObject:\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u8bc4\u4f30\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u9632\u8150\u6750\u6599\u5efa\u8bae\u7684\u6280\u672f\u9002\u7528\u6027\u4e0e\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u9632\u8150\u6750\u6599\u5efa\u8bae\uff0c\u4f18\u5316\u6750\u6599\u6027\u80fd\u6307\u6807\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u4f9d\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\uff0c\u786e\u4fdd\u6750\u6599\u7684\u5b9e\u9645\u5e94\u7528\u6548\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u53cc\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u6e05\u5355\uff0c\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u7b5b\u9009\u548c\u8bc4\u4f30\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u9632\u8150\u6750\u6599\u6e05\u5355", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u9632\u8150\u6280\u672f\u65b9\u6848\u8bbe\u8ba1", + "TaskContent": "\u8bbe\u8ba1\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u7b49\u3002", + "InputObject_List": [ + "\u9632\u8150\u6750\u6599\u6e05\u5355" + ], + "OutputObject": "\u9632\u8150\u6280\u672f\u65b9\u6848", + "AgentSelection": [ + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u9632\u8150\u6750\u6599\u6e05\u5355\uff0c\u63d0\u51fa\u9488\u5bf9\u8239\u8236\u6750\u6599\u8150\u8680\u673a\u7406\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\u521d\u6b65\u6784\u60f3\uff0c\u6db5\u76d6\u8150\u8680\u673a\u7406\u5206\u6790\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u9632\u8150\u6750\u6599\u6e05\u5355" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u9632\u62a4\u5de5\u7a0b\u6280\u672f\u63aa\u65bd\uff0c\u5305\u62ec\u6d82\u5c42\u8bbe\u8ba1\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u65b9\u6848\u7b49\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u5bf9\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6839\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u4f18\u5316\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5b8c\u5584\u6d82\u5c42\u6750\u6599\u9009\u62e9\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u63aa\u65bd\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5e76\u63d0\u4ea4\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u8bbe\u8ba1\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u7b56\u7565\u7684\u6700\u7ec8\u7248\u672c\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u8bbe\u8ba1\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u7b49\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u9632\u8150\u6750\u6599\u6e05\u5355", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u9632\u8150\u6280\u672f\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u9a8c\u8bc1", + "TaskContent": "\u5bf9\u8bbe\u8ba1\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\u6d4b\u8bd5\u548c\u6548\u679c\u8bc4\u4f30\u3002", + "InputObject_List": [ + "\u9632\u8150\u6280\u672f\u65b9\u6848" + ], + "OutputObject": "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a", + "AgentSelection": [ + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u63d0\u51fa\u8bbe\u8ba1\u9632\u8150\u5b9e\u9a8c\u65b9\u6848\uff0c\u5305\u62ec\u5b9e\u9a8c\u6750\u6599\u9009\u62e9\u3001\u6d4b\u8bd5\u65b9\u6cd5\u548c\u9884\u671f\u6548\u679c\u3002", + "ImportantInput": [ + "InputObject:\u9632\u8150\u6280\u672f\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u63d0\u51fa\u9632\u62a4\u6280\u672f\u7684\u5177\u4f53\u5b9e\u65bd\u7ec6\u8282\u548c\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u8bbe\u8ba1\u5e76\u6267\u884c\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9a8c\u6d4b\u8bd5\uff0c\u91c7\u96c6\u5b9e\u9a8c\u6570\u636e\uff0c\u521d\u6b65\u8bc4\u4ef7\u9632\u8150\u6548\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6d4b\u8bd5\u7ed3\u679c\uff0c\u8bc4\u4f30\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9645\u6548\u679c\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u9632\u8150\u65b9\u6848\uff0c\u8fdb\u884c\u8865\u5145\u5b9e\u9a8c\u9a8c\u8bc1\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u7406\u6240\u6709\u5b9e\u9a8c\u6570\u636e\u548c\u8bc4\u4f30\u7ed3\u679c\uff0c\u7f16\u5199\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5bf9\u8bbe\u8ba1\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\u6d4b\u8bd5\u548c\u6548\u679c\u8bc4\u4f30\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u9632\u8150\u6280\u672f\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u9632\u8150\u65b9\u6848\u4f18\u5316\u4e0e\u63a8\u5e7f", + "TaskContent": "\u6839\u636e\u5b9e\u9a8c\u7ed3\u679c\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u5236\u5b9a\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\u3002", + "InputObject_List": [ + "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a" + ], + "OutputObject": "\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212", + "AgentSelection": [ + "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u51fa\u4f18\u5316\u9632\u8150\u65b9\u6848\u7684\u521d\u6b65\u5efa\u8bae\uff0c\u91cd\u70b9\u8003\u8651\u7535\u5316\u5b66\u548c\u73af\u5883\u56e0\u7d20\u5bf9\u8150\u8680\u7684\u5f71\u54cd\u3002", + "ImportantInput": [ + "InputObject:\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u5efa\u8bae\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u9632\u62a4\u6280\u672f\u6539\u8fdb\u63aa\u65bd\u53ca\u5176\u5e94\u7528\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u6539\u8fdb\u63aa\u65bd\uff0c\u5b8c\u5584\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u5bf9\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5b8c\u5584\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u6280\u672f\u548c\u5e94\u7528\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u5b8c\u5584\u63a8\u5e7f\u8ba1\u5212\u7684\u6280\u672f\u7ec6\u8282\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u9632\u8150\u65b9\u6848\u548c\u63a8\u5e7f\u8ba1\u5212\uff0c\u5f62\u6210\u6700\u7ec8\u7248\u672c\u5e76\u63d0\u4ea4\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u6839\u636e\u5b9e\u9a8c\u7ed3\u679c\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u5236\u5b9a\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\uff1f', 'Collaboration Process': [{'StepName': '\u6750\u6599\u8150\u8680\u73b0\u72b6\u8c03\u7814', 'TaskContent': '\u8c03\u7814\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u7684\u6750\u6599\u8150\u8680\u7c7b\u578b\u53ca\u5176\u6210\u56e0\u3002', 'InputObject_List': [], 'OutputObject': '\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a', 'AgentSelection': ['\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>! \u548c !<1>! \u6267\u884c\u4efb\u52a1 !<2>!, \u5f97\u5230 !<3>!.', 'data': {'0': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8c03\u7814\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u7684\u6750\u6599\u8150\u8680\u7c7b\u578b\u53ca\u5176\u6210\u56e0\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '3': {'text': '\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u63d0\u51fa\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u6750\u6599\u8150\u8680\u7c7b\u578b\u7684\u5206\u7c7b\u65b9\u6848\u53ca\u5176\u6210\u56e0\u5206\u6790\u601d\u8def\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u9632\u62a4\u6280\u672f\u548c\u8bbe\u8ba1\u5e94\u7528\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u57fa\u4e8e\u7535\u5316\u5b66\u548c\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u8be6\u7ec6\u5206\u6790\u4e3b\u8981\u8150\u8680\u6210\u56e0\u5e76\u521d\u6b65\u5f52\u7eb3\u8150\u8680\u73b0\u72b6\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u8150\u8680\u6210\u56e0\u5206\u6790\u7684\u79d1\u5b66\u5408\u7406\u6027\u53ca\u5176\u5bf9\u9632\u62a4\u6280\u672f\u8bbe\u8ba1\u7684\u6307\u5bfc\u4ef7\u503c\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u6210\u56e0\u5206\u6790\u5e76\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u5212\u5206\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u5b8c\u5584\u540e\u7684\u8150\u8680\u6210\u56e0\u5206\u6790\uff0c\u4f18\u5316\u9632\u62a4\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u8bbe\u8ba1\u5efa\u8bae\u7684\u9488\u5bf9\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6574\u7406\u5e76\u63d0\u4ea4\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u5185\u5bb9\u6db5\u76d6\u8150\u8680\u7c7b\u578b\u3001\u6210\u56e0\u5206\u6790\u53ca\u9632\u62a4\u6280\u672f\u5efa\u8bae\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u8150\u8680\u673a\u7406\u5206\u6790', 'TaskContent': '\u5206\u6790\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u5316\u5b66\u548c\u7269\u7406\u673a\u7406\u3002', 'InputObject_List': ['\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a'], 'OutputObject': '\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u7269\u7406\u5b66\u5bb6', '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u5316\u5b66\u548c\u7269\u7406\u673a\u7406\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u8150\u8680\u4ea7\u751f\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u5047\u8bbe\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u6790\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u8bc4\u6790\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u8150\u8680\u7c7b\u578b\u7269\u7406\u673a\u7406\u5047\u8bbe\u7684\u5316\u5b66\u5408\u7406\u6027\u53ca\u5b9e\u9a8c\u652f\u6301\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5206\u6790\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5206\u6790\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6574\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u9632\u8150\u6750\u6599\u9009\u62e9', 'TaskContent': '\u7b5b\u9009\u548c\u8bc4\u4f30\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u3002', 'InputObject_List': ['\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u9632\u8150\u6750\u6599\u6e05\u5355', 'AgentSelection': ['\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u7b5b\u9009\u548c\u8bc4\u4f30\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u9632\u8150\u6750\u6599\u6e05\u5355', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u57fa\u4e8e\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u521d\u6b65\u5efa\u8bae\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u9632\u62a4\u6280\u672f\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7ecf\u9a8c\uff0c\u63d0\u51fa\u9002\u5408\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Critique', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u8bc4\u4f30\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\u548c\u6280\u672f\u8981\u6c42\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u8bc4\u5ba1\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u9632\u8150\u6750\u6599\u5efa\u8bae\u7684\u6280\u672f\u9002\u7528\u6027\u4e0e\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u9632\u8150\u6750\u6599\u5efa\u8bae\uff0c\u4f18\u5316\u6750\u6599\u6027\u80fd\u6307\u6807\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u4f9d\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\uff0c\u786e\u4fdd\u6750\u6599\u7684\u5b9e\u9645\u5e94\u7528\u6548\u679c\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6574\u5408\u53cc\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u6e05\u5355\uff0c\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u9632\u8150\u6280\u672f\u65b9\u6848\u8bbe\u8ba1', 'TaskContent': '\u8bbe\u8ba1\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u7b49\u3002', 'InputObject_List': ['\u9632\u8150\u6750\u6599\u6e05\u5355'], 'OutputObject': '\u9632\u8150\u6280\u672f\u65b9\u6848', 'AgentSelection': ['\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u9632\u8150\u6750\u6599\u6e05\u5355', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8bbe\u8ba1\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u7b49\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u9632\u8150\u6280\u672f\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u57fa\u4e8e\u9632\u8150\u6750\u6599\u6e05\u5355\uff0c\u63d0\u51fa\u9488\u5bf9\u8239\u8236\u6750\u6599\u8150\u8680\u673a\u7406\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\u521d\u6b65\u6784\u60f3\uff0c\u6db5\u76d6\u8150\u8680\u673a\u7406\u5206\u6790\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u9632\u8150\u6750\u6599\u6e05\u5355']}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u9632\u62a4\u5de5\u7a0b\u6280\u672f\u63aa\u65bd\uff0c\u5305\u62ec\u6d82\u5c42\u8bbe\u8ba1\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u65b9\u6848\u7b49\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u5bf9\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6839\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u4f18\u5316\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5b8c\u5584\u6d82\u5c42\u6750\u6599\u9009\u62e9\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u63aa\u65bd\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5e76\u63d0\u4ea4\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u8bbe\u8ba1\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u7b56\u7565\u7684\u6700\u7ec8\u7248\u672c\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}]}, {'StepName': '\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u9a8c\u8bc1', 'TaskContent': '\u5bf9\u8bbe\u8ba1\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\u6d4b\u8bd5\u548c\u6548\u679c\u8bc4\u4f30\u3002', 'InputObject_List': ['\u9632\u8150\u6280\u672f\u65b9\u6848'], 'OutputObject': '\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a', 'AgentSelection': ['\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u9632\u8150\u6280\u672f\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5bf9\u8bbe\u8ba1\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u5b9e\u9a8c\u6d4b\u8bd5\u548c\u6548\u679c\u8bc4\u4f30\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u63d0\u51fa\u8bbe\u8ba1\u9632\u8150\u5b9e\u9a8c\u65b9\u6848\uff0c\u5305\u62ec\u5b9e\u9a8c\u6750\u6599\u9009\u62e9\u3001\u6d4b\u8bd5\u65b9\u6cd5\u548c\u9884\u671f\u6548\u679c\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u9632\u8150\u6280\u672f\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\uff0c\u63d0\u51fa\u9632\u62a4\u6280\u672f\u7684\u5177\u4f53\u5b9e\u65bd\u7ec6\u8282\u548c\u4f18\u5316\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u8bbe\u8ba1\u5e76\u6267\u884c\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9a8c\u6d4b\u8bd5\uff0c\u91c7\u96c6\u5b9e\u9a8c\u6570\u636e\uff0c\u521d\u6b65\u8bc4\u4ef7\u9632\u8150\u6548\u679c\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6d4b\u8bd5\u7ed3\u679c\uff0c\u8bc4\u4f30\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9645\u6548\u679c\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u9632\u8150\u65b9\u6848\uff0c\u8fdb\u884c\u8865\u5145\u5b9e\u9a8c\u9a8c\u8bc1\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6574\u7406\u6240\u6709\u5b9e\u9a8c\u6570\u636e\u548c\u8bc4\u4f30\u7ed3\u679c\uff0c\u7f16\u5199\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u9632\u8150\u65b9\u6848\u4f18\u5316\u4e0e\u63a8\u5e7f', 'TaskContent': '\u6839\u636e\u5b9e\u9a8c\u7ed3\u679c\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u5236\u5b9a\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\u3002', 'InputObject_List': ['\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a'], 'OutputObject': '\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212', 'AgentSelection': ['\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6839\u636e\u5b9e\u9a8c\u7ed3\u679c\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u5236\u5b9a\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u51fa\u4f18\u5316\u9632\u8150\u65b9\u6848\u7684\u521d\u6b65\u5efa\u8bae\uff0c\u91cd\u70b9\u8003\u8651\u7535\u5316\u5b66\u548c\u73af\u5883\u56e0\u7d20\u5bf9\u8150\u8680\u7684\u5f71\u54cd\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u5efa\u8bae\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u9632\u62a4\u6280\u672f\u6539\u8fdb\u63aa\u65bd\u53ca\u5176\u5e94\u7528\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u6539\u8fdb\u63aa\u65bd\uff0c\u5b8c\u5584\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u5bf9\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5b8c\u5584\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u6280\u672f\u548c\u5e94\u7528\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8150\u8680\u673a\u7406\u7814\u7a76\u5458', 'Description': '\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u5b8c\u5584\u63a8\u5e7f\u8ba1\u5212\u7684\u6280\u672f\u7ec6\u8282\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u9632\u8150\u65b9\u6848\u548c\u63a8\u5e7f\u8ba1\u5212\uff0c\u5f62\u6210\u6700\u7ec8\u7248\u672c\u5e76\u63d0\u4ea4\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}]})": [ + { + "LogNodeType": "step", + "NodeId": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u8c03\u7814", + "InputName_List": [], + "OutputName": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u63d0\u51fa\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u6750\u6599\u8150\u8680\u7c7b\u578b\u7684\u5206\u7c7b\u65b9\u6848\u53ca\u5176\u6210\u56e0\u5206\u6790\u601d\u8def\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u6750\u6599\u8150\u8680\u7c7b\u578b\u7684\u5206\u7c7b\u65b9\u6848\u53ca\u6210\u56e0\u5206\u6790\u601d\u8def\uff0c\u6211\u63d0\u51fa\u5982\u4e0b\u6846\u67b6\uff1a\n\n\u4e00\u3001\u8150\u8680\u7c7b\u578b\u5206\u7c7b\u65b9\u6848\n\n1. \u5747\u5300\u8150\u8680\uff08Uniform Corrosion\uff09 \n - \u7279\u70b9\uff1a\u8150\u8680\u5728\u6750\u6599\u8868\u9762\u5747\u5300\u53d1\u751f\uff0c\u5bfc\u81f4\u6574\u4f53\u6750\u6599\u539a\u5ea6\u51cf\u8584\u3002 \n - \u5178\u578b\u73af\u5883\uff1a\u6d77\u6c34\u3001\u76d0\u96fe\u7b49\u5747\u5300\u5206\u5e03\u7684\u7535\u89e3\u8d28\u73af\u5883\u3002\n\n2. \u5c40\u90e8\u8150\u8680\uff08Localized Corrosion\uff09 \n - 2.1 \u70b9\u8680\uff08Pitting Corrosion\uff09 \n - \u7279\u70b9\uff1a\u5c40\u90e8\u5f62\u6210\u5c0f\u5b54\u6d1e\uff0c\u8150\u8680\u6df1\u5ea6\u5927\u4e8e\u9762\u79ef\u6269\u5c55\u3002 \n - \u5e38\u89c1\u539f\u56e0\uff1a\u6c2f\u79bb\u5b50\u4fb5\u5165\u4fdd\u62a4\u819c\u7834\u574f\u3002 \n - 2.2 \u7f1d\u9699\u8150\u8680\uff08Crevice Corrosion\uff09 \n - \u7279\u70b9\uff1a\u53d1\u751f\u5728\u7f1d\u9699\u3001\u63a5\u5934\u3001\u710a\u7f1d\u7b49\u5c40\u90e8\u73af\u5883\u4e2d\u3002 \n - \u6210\u56e0\uff1a\u6c27\u6d53\u5ea6\u5dee\u5f02\u5bfc\u81f4\u7535\u5316\u5b66\u53cd\u5e94\u52a0\u5267\u3002 \n - 2.3 \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08Stress Corrosion Cracking, SCC\uff09 \n - \u7279\u70b9\uff1a\u5728\u62c9\u5e94\u529b\u548c\u8150\u8680\u4ecb\u8d28\u5171\u540c\u4f5c\u7528\u4e0b\u4ea7\u751f\u88c2\u7eb9\u3002 \n - \u6210\u56e0\uff1a\u6750\u6599\u654f\u611f\u6027\u4e0e\u73af\u5883\u5e94\u529b\u534f\u540c\u4f5c\u7528\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\uff08Electrochemical Corrosion\uff09 \n - \u5305\u62ec\u5fae\u89c2\u7535\u6c60\u4f5c\u7528\u5bfc\u81f4\u7684\u8150\u8680\uff0c\u5982\u91d1\u5c5e\u95f4\u7535\u5076\u8150\u8680\u3002 \n - \u5178\u578b\u8868\u73b0\uff1a\u4e0d\u540c\u91d1\u5c5e\u6216\u4e0d\u540c\u72b6\u6001\u91d1\u5c5e\u95f4\u7535\u4f4d\u5dee\u5f15\u53d1\u8150\u8680\u3002\n\n4. \u6c14\u8680\u8150\u8680\uff08Cavitation Corrosion\uff09 \n - \u7279\u70b9\uff1a\u673a\u68b0\u4f5c\u7528\u4e0e\u8150\u8680\u5171\u540c\u5bfc\u81f4\u6750\u6599\u8868\u9762\u5265\u8680\u3002 \n - \u5178\u578b\u573a\u666f\uff1a\u8239\u8236\u87ba\u65cb\u6868\u3001\u6cf5\u7b49\u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08Microbiologically Influenced Corrosion, MIC\uff09 \n - \u7279\u70b9\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u4fc3\u4f7f\u8150\u8680\u52a0\u5267\u3002 \n - \u5e38\u89c1\u5fae\u751f\u7269\uff1a\u786b\u9178\u76d0\u8fd8\u539f\u83cc\u7b49\u3002\n\n\u4e8c\u3001\u6210\u56e0\u5206\u6790\u601d\u8def\n\n1. \u7535\u5316\u5b66\u673a\u7406\u5206\u6790 \n - \u7814\u7a76\u6750\u6599\u8868\u9762\u7535\u6781\u53cd\u5e94\u8fc7\u7a0b\uff0c\u786e\u5b9a\u9633\u6781\u3001\u9634\u6781\u53cd\u5e94\u4f4d\u7f6e\u548c\u901f\u7387\u3002 \n - \u5206\u6790\u4ecb\u8d28\u6210\u5206\uff08\u5982\u6c2f\u79bb\u5b50\u6d53\u5ea6\u3001\u6eb6\u89e3\u6c27\u542b\u91cf\uff09\u5bf9\u8150\u8680\u7535\u4f4d\u548c\u7535\u6d41\u7684\u5f71\u54cd\u3002 \n - \u8bc4\u4f30\u91d1\u5c5e\u8868\u9762\u949d\u5316\u819c\u7684\u5f62\u6210\u4e0e\u7834\u574f\u673a\u5236\u3002\n\n2. \u73af\u5883\u56e0\u7d20\u8bc4\u4f30 \n - \u6d77\u6d0b\u73af\u5883\u4e2d\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u3001\u6eb6\u89e3\u6c27\u7b49\u5bf9\u8150\u8680\u884c\u4e3a\u7684\u5f71\u54cd\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u4e2d\u6613\u5f62\u6210\u7f1d\u9699\u3001\u5e94\u529b\u96c6\u4e2d\u533a\u57df\u7684\u73af\u5883\u7279\u5f81\u3002\n\n3. \u6750\u6599\u56e0\u7d20\u5206\u6790 \n - \u5408\u91d1\u6210\u5206\u53ca\u7ec4\u7ec7\u7ed3\u6784\u5bf9\u8150\u8680\u62b5\u6297\u6027\u7684\u5f71\u54cd\u3002 \n - \u6750\u6599\u8868\u9762\u5904\u7406\u548c\u710a\u63a5\u5de5\u827a\u5bf9\u5c40\u90e8\u8150\u8680\u654f\u611f\u6027\u7684\u5f71\u54cd\u3002\n\n4. \u673a\u68b0\u4e0e\u5e94\u529b\u56e0\u7d20 \n - \u5916\u52a0\u5e94\u529b\u3001\u6b8b\u4f59\u5e94\u529b\u4e0e\u8150\u8680\u7684\u8026\u5408\u4f5c\u7528\uff0c\u7279\u522b\u5bf9\u5e94\u529b\u8150\u8680\u5f00\u88c2\u7684\u5f71\u54cd\u3002\n\n5. \u751f\u7269\u56e0\u7d20\u8003\u5bdf \n - \u5fae\u751f\u7269\u79cd\u7c7b\u53ca\u5176\u4ee3\u8c22\u4ea7\u7269\u5bf9\u8150\u8680\u8fc7\u7a0b\u7684\u4fc3\u8fdb\u4f5c\u7528\u3002\n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u4e0a\u8ff0\u5206\u7c7b\u65b9\u6848\u4e0e\u6210\u56e0\u5206\u6790\u601d\u8def\uff0c\u53ef\u4ee5\u7cfb\u7edf\u5730\u8bc6\u522b\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7684\u7c7b\u578b\u53ca\u5176\u6839\u672c\u539f\u56e0\uff0c\u4e3a\u540e\u7eed\u9632\u62a4\u63aa\u65bd\u8bbe\u8ba1\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u9632\u62a4\u6280\u672f\u548c\u8bbe\u8ba1\u5e94\u7528\u5efa\u8bae\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u6750\u6599\u8150\u8680\u7c7b\u578b\u53ca\u6210\u56e0\u5206\u6790\u6846\u67b6\uff0c\u6211\u4f5c\u4e3a\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\uff0c\u7ed3\u5408\u5b9e\u9645\u9632\u62a4\u6280\u672f\u548c\u8bbe\u8ba1\u5e94\u7528\u7ecf\u9a8c\uff0c\u63d0\u51fa\u5982\u4e0b\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u9632\u62a4\u6280\u672f\u548c\u8bbe\u8ba1\u5e94\u7528\u5efa\u8bae\uff1a\n\n\u4e00\u3001\u5747\u5300\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u5efa\u8bae \n1. \u6750\u6599\u9009\u62e9\uff1a\u4f18\u5148\u9009\u7528\u8010\u6d77\u6c34\u8150\u8680\u6027\u80fd\u826f\u597d\u7684\u5408\u91d1\u6750\u6599\uff0c\u5982\u542b\u94ec\u3001\u954d\u7684\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\u6216\u8010\u8680\u94dd\u5408\u91d1\u3002 \n2. \u8868\u9762\u5904\u7406\uff1a\u91c7\u7528\u55b7\u7802\u3001\u55b7\u4e38\u7b49\u9884\u5904\u7406\u5de5\u827a\u63d0\u9ad8\u8868\u9762\u7c97\u7cd9\u5ea6\uff0c\u589e\u5f3a\u6d82\u5c42\u9644\u7740\u529b\uff1b\u6d82\u8986\u9ad8\u6027\u80fd\u9632\u8150\u6d82\u6599\uff08\u5982\u73af\u6c27\u5bcc\u950c\u5e95\u6f06+\u805a\u6c28\u916f\u9762\u6f06\uff09\u5f62\u6210\u7a33\u5b9a\u4fdd\u62a4\u5c42\u3002 \n3. \u9634\u6781\u4fdd\u62a4\uff1a\u5728\u8239\u4f53\u5916\u58f3\u7b49\u5927\u9762\u79ef\u90e8\u4f4d\u91c7\u7528\u727a\u7272\u9633\u6781\u6cd5\uff08\u9541\u3001\u94dd\u5408\u91d1\u9633\u6781\uff09\u6216\u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff0c\u51cf\u5c11\u91d1\u5c5e\u57fa\u4f53\u8150\u8680\u901f\u7387\u3002 \n4. \u8bbe\u8ba1\u4f18\u5316\uff1a\u907f\u514d\u6750\u6599\u539a\u5ea6\u8fc7\u8584\uff0c\u786e\u4fdd\u7ed3\u6784\u5b89\u5168\u88d5\u5ea6\uff0c\u4fbf\u4e8e\u5b9a\u671f\u68c0\u6d4b\u548c\u7ef4\u62a4\u3002\n\n\u4e8c\u3001\u5c40\u90e8\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u5efa\u8bae \n1. \u70b9\u8680 \n - \u9009\u7528\u5bf9\u6c2f\u79bb\u5b50\u654f\u611f\u5ea6\u4f4e\u7684\u6750\u6599\uff0c\u5982\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08304L\u3001316L\uff09\u6216\u949b\u5408\u91d1\u3002 \n - \u52a0\u5f3a\u6d82\u5c42\u5b8c\u6574\u6027\uff0c\u907f\u514d\u6d82\u5c42\u7834\u635f\u5bfc\u81f4\u6c2f\u79bb\u5b50\u6e17\u900f\u3002 \n - \u8bbe\u8ba1\u65f6\u907f\u514d\u5c16\u9510\u89d2\u548c\u8868\u9762\u7f3a\u9677\uff0c\u51cf\u5c11\u5e94\u529b\u96c6\u4e2d\u3002 \n2. \u7f1d\u9699\u8150\u8680 \n - \u7ed3\u6784\u8bbe\u8ba1\u907f\u514d\u5f62\u6210\u96be\u4ee5\u6e05\u6d17\u7684\u7f1d\u9699\u548c\u6b7b\u89d2\u3002 \n - \u91c7\u7528\u5bc6\u5c01\u80f6\u6216\u710a\u63a5\u5de5\u827a\u6d88\u9664\u7f1d\u9699\u3002 \n - \u5b9a\u671f\u6e05\u6d17\u7f1d\u9699\u5904\uff0c\u9632\u6b62\u8150\u8680\u4ecb\u8d28\u79ef\u805a\u3002 \n3. \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n - \u63a7\u5236\u710a\u63a5\u5de5\u827a\uff0c\u51cf\u5c11\u6b8b\u4f59\u5e94\u529b\uff0c\u91c7\u7528\u70ed\u5904\u7406\u6d88\u9664\u5185\u5e94\u529b\u3002 \n - \u9009\u7528\u6297SCC\u6027\u80fd\u4f18\u826f\u7684\u6750\u6599\uff0c\u5982\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\u3002 \n - \u8bbe\u8ba1\u907f\u514d\u9ad8\u62c9\u5e94\u529b\u96c6\u4e2d\u533a\u57df\uff0c\u91c7\u7528\u5408\u7406\u7684\u7ed3\u6784\u52a0\u5f3a\u63aa\u65bd\u3002 \n - \u5e94\u7528\u9634\u6781\u4fdd\u62a4\u964d\u4f4e\u8150\u8680\u654f\u611f\u6027\u3002\n\n\u4e09\u3001\u7535\u5316\u5b66\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u5efa\u8bae \n1. \u907f\u514d\u4e0d\u540c\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u9694\u79bb\u5f02\u79cd\u91d1\u5c5e\uff0c\u9632\u6b62\u7535\u5076\u8150\u8680\u3002 \n2. \u9009\u62e9\u7535\u4f4d\u76f8\u8fd1\u7684\u6750\u6599\u7ec4\u5408\uff0c\u51cf\u5c11\u7535\u4f4d\u5dee\u3002 \n3. \u5bf9\u91d1\u5c5e\u8868\u9762\u8fdb\u884c\u949d\u5316\u5904\u7406\uff0c\u5f62\u6210\u7a33\u5b9a\u4fdd\u62a4\u819c\u3002 \n4. \u5e94\u7528\u9634\u6781\u4fdd\u62a4\u6280\u672f\uff0c\u964d\u4f4e\u91d1\u5c5e\u7535\u4f4d\uff0c\u6291\u5236\u8150\u8680\u53cd\u5e94\u3002\n\n\u56db\u3001\u6c14\u8680\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u5efa\u8bae \n1. \u9009\u7528\u9ad8\u5f3a\u5ea6\u8010\u78e8\u6750\u6599\uff0c\u5982\u9ad8\u94ec\u5408\u91d1\u94a2\u6216\u8868\u9762\u786c\u5316\u5904\u7406\uff08\u6e17\u6c2e\u3001\u55b7\u6d82\u9676\u74f7\u6d82\u5c42\uff09\u3002 \n2. \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff0c\u51cf\u5c11\u5c40\u90e8\u538b\u529b\u6ce2\u52a8\u548c\u6c14\u6ce1\u5f62\u6210\u3002 \n3. \u5b9a\u671f\u68c0\u67e5\u87ba\u65cb\u6868\u548c\u6cf5\u7b49\u90e8\u4ef6\u8868\u9762\uff0c\u53ca\u65f6\u4fee\u590d\u635f\u4f24\u3002 \n4. \u91c7\u7528\u9632\u62a4\u6d82\u5c42\u589e\u5f3a\u8868\u9762\u8010\u8680\u8010\u78e8\u6027\u80fd\u3002\n\n\u4e94\u3001\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u5efa\u8bae \n1. \u91c7\u7528\u542b\u6709\u6297\u83cc\u6210\u5206\u7684\u6d82\u5c42\uff0c\u5982\u542b\u94dc\u6216\u94f6\u79bb\u5b50\u7684\u9632\u8150\u6d82\u6599\u3002 \n2. \u5b9a\u671f\u6e05\u6d17\u548c\u7ef4\u62a4\uff0c\u9632\u6b62\u5fae\u751f\u7269\u6ecb\u751f\u3002 \n3. \u8bbe\u8ba1\u826f\u597d\u7684\u6392\u6c34\u548c\u901a\u98ce\u7cfb\u7edf\uff0c\u51cf\u5c11\u6c34\u5206\u6ede\u7559\u3002 \n4. \u91c7\u7528\u9634\u6781\u4fdd\u62a4\u51cf\u5c11\u91d1\u5c5e\u8868\u9762\u8150\u8680\u901f\u7387\uff0c\u6291\u5236\u5fae\u751f\u7269\u4ee3\u8c22\u73af\u5883\u3002 \n5. \u5728\u5c01\u95ed\u7cfb\u7edf\u4e2d\u53ef\u8003\u8651\u6295\u52a0\u751f\u7269\u6740\u706d\u5242\uff0c\u63a7\u5236\u5fae\u751f\u7269\u6d3b\u6027\u3002\n\n\u603b\u7ed3\uff1a \n\u7ed3\u5408\u8150\u8680\u7c7b\u578b\u7684\u5177\u4f53\u673a\u7406\uff0c\u91c7\u7528\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u8868\u9762\u5904\u7406\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u7ba1\u7406\u7b49\u591a\u79cd\u63aa\u65bd\u7efc\u5408\u9632\u62a4\uff0c\u662f\u8239\u8236\u5236\u9020\u4e2d\u6709\u6548\u89e3\u51b3\u6750\u6599\u8150\u8680\u96be\u9898\u7684\u5173\u952e\u3002\u540e\u7eed\u5de5\u4f5c\u4e2d\u53ef\u57fa\u4e8e\u6b64\u63d0\u51fa\u5177\u4f53\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\uff0c\u5e76\u7ed3\u5408\u73b0\u573a\u73af\u5883\u548c\u5de5\u827a\u7279\u70b9\u8fdb\u884c\u4f18\u5316\u5e94\u7528\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u7535\u5316\u5b66\u548c\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u8be6\u7ec6\u5206\u6790\u4e3b\u8981\u8150\u8680\u6210\u56e0\u5e76\u521d\u6b65\u5f52\u7eb3\u8150\u8680\u73b0\u72b6\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u7535\u5316\u5b66\u548c\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u7ed3\u5408\u8239\u8236\u5236\u9020\u4e2d\u5e38\u89c1\u7684\u8150\u8680\u7c7b\u578b\u53ca\u5176\u6210\u56e0\u5206\u6790\u6846\u67b6\uff0c\u73b0\u5bf9\u4e3b\u8981\u8150\u8680\u6210\u56e0\u8fdb\u884c\u8be6\u7ec6\u89e3\u6790\u5e76\u521d\u6b65\u5f52\u7eb3\u5f53\u524d\u8150\u8680\u73b0\u72b6\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u4e3b\u8981\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u4e0e\u73af\u5883\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680\u7684\u6210\u56e0\u673a\u7406 \n\u5747\u5300\u8150\u8680\u662f\u91d1\u5c5e\u8868\u9762\u6574\u4f53\u4e0e\u8150\u8680\u4ecb\u8d28\u53d1\u751f\u6c27\u5316\u8fd8\u539f\u53cd\u5e94\uff0c\u5bfc\u81f4\u6750\u6599\u539a\u5ea6\u5747\u5300\u51cf\u8584\u7684\u8fc7\u7a0b\u3002 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u91d1\u5c5e\u8868\u9762\u5747\u5300\u5206\u5e03\u9633\u6781\u53cd\u5e94\uff08\u5982Fe \u2192 Fe\u00b2\u207a + 2e\u207b\uff09\u548c\u9634\u6781\u53cd\u5e94\uff08\u5982\u6eb6\u89e3\u6c27\u8fd8\u539fO\u2082 + 2H\u2082O + 4e\u207b \u2192 4OH\u207b\uff09\uff0c\u5f62\u6210\u5e7f\u6cdb\u7684\u7535\u5316\u5b66\u8150\u8680\u7535\u6c60\u3002 \n- \u73af\u5883\u56e0\u7d20\uff1a\u6d77\u6c34\u4e2d\u9ad8\u6d53\u5ea6\u7684\u6c2f\u79bb\u5b50\u548c\u6eb6\u89e3\u6c27\u63d0\u4f9b\u8150\u8680\u53cd\u5e94\u6240\u9700\u7684\u79bb\u5b50\u548c\u7535\u5b50\u8f6c\u79fb\u4ecb\u8d28\uff0c\u6e29\u5ea6\u548c\u6d41\u901f\u52a0\u901f\u8150\u8680\u901f\u7387\u3002 \n- 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**\u673a\u7406\u89e3\u6790\u7cbe\u51c6\u4e14\u5168\u9762**\uff1a\u4ece\u5747\u5300\u8150\u8680\u5230\u5c40\u90e8\u8150\u8680\u3001\u5e94\u529b\u8150\u8680\u5f00\u88c2\u3001\u7535\u5076\u8150\u8680\u3001\u6c14\u8680\u8150\u8680\u53ca\u5fae\u751f\u7269\u8150\u8680\uff0c\u5747\u7ed3\u5408\u7535\u5316\u5b66\u53cd\u5e94\u3001\u73af\u5883\u56e0\u7d20\u53ca\u673a\u68b0\u5e94\u529b\u7b49\u591a\u7ef4\u5ea6\u8be6\u7ec6\u9610\u8ff0\uff0c\u4f53\u73b0\u4e86\u8150\u8680\u8fc7\u7a0b\u7684\u590d\u6742\u8026\u5408\u7279\u6027\uff0c\u4e3a\u9632\u62a4\u6280\u672f\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u79d1\u5b66\u57fa\u7840\u3002\n\n2. **\u8150\u8680\u73b0\u72b6\u5f52\u7eb3\u5b9e\u7528**\uff1a\u7ed3\u5408\u6750\u6599\u7c7b\u578b\u548c\u5178\u578b\u5e94\u7528\u73af\u5883\uff0c\u660e\u786e\u6307\u51fa\u4e86\u5404\u7c7b\u8150\u8680\u95ee\u9898\u7684\u91cd\u70b9\u533a\u57df\u548c\u5f71\u54cd\u56e0\u7d20\uff0c\u6709\u52a9\u4e8e\u7cbe\u51c6\u5b9a\u4f4d\u9632\u62a4\u91cd\u70b9\uff0c\u6307\u5bfc\u9632\u62a4\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u53ca\u7ef4\u62a4\u7b56\u7565\u5236\u5b9a\u3002\n\n\u5efa\u8bae\u540e\u7eed\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u65f6\uff0c\u5145\u5206\u5229\u7528\u8be5\u6210\u56e0\u5206\u6790\uff0c\u9488\u5bf9\u5173\u952e\u8150\u8680\u673a\u7406\u5236\u5b9a\u5dee\u5f02\u5316\u9632\u62a4\u63aa\u65bd\uff0c\u5b9e\u73b0\u7406\u8bba\u4e0e\u5b9e\u8df5\u7684\u6709\u6548\u7ed3\u5408\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u6210\u56e0\u5206\u6790\u5e76\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u5212\u5206\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u548c\u73af\u5883\u673a\u7406\u5206\u6790\uff0c\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u5212\u5206\uff0c\u4f7f\u5176\u66f4\u52a0\u7cfb\u7edf\u548c\u7cbe\u7ec6\uff0c\u4fbf\u4e8e\u540e\u7eed\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u7cbe\u51c6\u65bd\u7b56\u3002\n\n## Improved version of \u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u6210\u56e0\u5206\u6790\u4e0e\u8150\u8680\u7c7b\u578b\u7ec6\u5316\n\n\u4e00\u3001\u8150\u8680\u7c7b\u578b\u7ec6\u5316\u5206\u7c7b\u65b9\u6848\n\n1. \u5747\u5300\u8150\u8680\uff08Uniform Corrosion\uff09 \n - \u7279\u70b9\uff1a\u91d1\u5c5e\u8868\u9762\u6574\u4f53\u5747\u5300\u8150\u8680\uff0c\u6750\u6599\u539a\u5ea6\u5747\u5300\u51cf\u8584\uff0c\u5e38\u89c1\u4e8e\u78b3\u94a2\u8239\u4f53\u7ed3\u6784\u3002 \n - \u7ec6\u5206\uff1a \n 1.1 \u5178\u578b\u5747\u5300\u6c27\u5316\u8150\u8680 \n 1.2 \u7535\u5316\u5b66\u5747\u5300\u8150\u8680\uff08\u6eb6\u89e3\u6c27\u8fd8\u539f\u9a71\u52a8\uff09 \n - \u673a\u7406\u91cd\u70b9\uff1a\u949d\u5316\u819c\u8584\u5f31\u6216\u7834\u574f\uff0c\u7535\u6781\u53cd\u5e94\u5747\u5300\u5206\u5e03\u3002\n\n2. \u5c40\u90e8\u8150\u8680\uff08Localized Corrosion\uff09 \n - 2.1 \u70b9\u8680\uff08Pitting Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\uff0c\u5f62\u6210\u5c40\u90e8\u9633\u6781\uff0c\u7535\u6d41\u5bc6\u5ea6\u6781\u9ad8\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n a) \u5f00\u653e\u6d77\u6c34\u73af\u5883\u70b9\u8680 \n b) \u542b\u6c2f\u79bb\u5b50\u51b7\u5374\u6c34\u7cfb\u7edf\u70b9\u8680 \n - 2.2 \u7f1d\u9699\u8150\u8680\uff08Crevice Corrosion\uff09 \n - \u673a\u7406\uff1a\u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\uff0c\u4fc3\u4f7f\u8150\u8680\u52a0\u5267\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n a) \u710a\u7f1d\u7f1d\u9699\u8150\u8680 \n b) \u7ed3\u6784\u8fde\u63a5\u4ef6\u7f1d\u9699\u8150\u8680 \n - 2.3 \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08Stress Corrosion Cracking, SCC\uff09 \n - \u673a\u7406\uff1a\u62c9\u5e94\u529b\u5bfc\u81f4\u949d\u5316\u819c\u5c40\u90e8\u7834\u88c2\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n a) \u5178\u578b\u6c2f\u5316\u7269\u73af\u5883SCC\uff08\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff09 \n b) \u9ad8\u5f3a\u5ea6\u94a2\u6750SCC \n c) \u710a\u63a5\u6b8b\u4f59\u5e94\u529b\u8bf1\u53d1SCC\n\n3. \u7535\u5316\u5b66\u8150\u8680\uff08Electrochemical Corrosion\uff09 \n - 3.1 \u7535\u5076\u8150\u8680\uff08Galvanic Corrosion\uff09 \n - \u673a\u7406\uff1a\u4e0d\u540c\u91d1\u5c5e\u6216\u540c\u91d1\u5c5e\u4e0d\u540c\u72b6\u6001\u5f62\u6210\u7535\u4f4d\u5dee\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n a) \u5f02\u79cd\u91d1\u5c5e\u63a5\u89e6\u8150\u8680\uff08\u5982\u94a2-\u94dc\u3001\u94a2-\u94dd\uff09 \n b) \u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u5076\u8150\u8680 \n - 3.2 \u5c40\u90e8\u7535\u6c60\u8150\u8680\uff08Local Electrochemical Cells\uff09 \n - \u673a\u7406\uff1a\u6750\u6599\u8868\u9762\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u6c60\u5f62\u6210\u3002\n\n4. \u6c14\u8680\u8150\u8680\uff08Cavitation Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u4ea7\u751f\u51b2\u51fb\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n 4.1 \u87ba\u65cb\u6868\u6c14\u8680\u8150\u8680 \n 4.2 \u6cf5\u53f6\u8f6e\u6c14\u8680\u8150\u8680 \n 4.3 \u9ad8\u901f\u6d41\u4f53\u7ba1\u9053\u5c40\u90e8\u6c14\u8680\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08Microbiologically Influenced Corrosion, MIC\uff09 \n - \u673a\u7406\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff08\u9178\u5316\u3001\u786b\u5316\uff09\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u7ec6\u5316\u7c7b\u578b\uff1a \n 5.1 \u786b\u9178\u76d0\u8fd8\u539f\u83cc\u5f15\u8d77\u7684\u786b\u5316\u7269\u8150\u8680 \n 5.2 \u9178\u6027\u5fae\u751f\u7269\u8150\u8680\uff08\u4ea7\u9178\u83cc\uff09 \n 5.3 \u751f\u7269\u819c\u76f8\u5173\u7535\u5316\u5b66\u4e0d\u5747\u5300\u8150\u8680\n\n\u4e8c\u3001\u4e3b\u8981\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u4e0e\u73af\u5883\u673a\u7406\u8be6\u89e3\n\n1. \u5747\u5300\u8150\u8680 \n - \u7535\u6781\u53cd\u5e94\u5206\u5e03\u5747\u5300\uff0c\u9633\u6781\u53cd\u5e94\uff08\u91d1\u5c5e\u6c27\u5316\uff09\u4e0e\u9634\u6781\u53cd\u5e94\uff08\u6eb6\u89e3\u6c27\u8fd8\u539f\uff09\u5728\u6750\u6599\u8868\u9762\u540c\u6b65\u8fdb\u884c\u3002 \n - \u73af\u5883\u56e0\u7d20\u5982\u9ad8\u76d0\u5ea6\uff08\u6c2f\u79bb\u5b50\u6d53\u5ea6\uff09\u3001\u6e29\u5ea6\u5347\u9ad8\u3001\u6d41\u901f\u52a0\u5feb\u4fc3\u8fdb\u7535\u6781\u53cd\u5e94\u52a8\u529b\u5b66\uff0c\u5bfc\u81f4\u8150\u8680\u901f\u7387\u63d0\u5347\u3002 \n - \u949d\u5316\u819c\u4e0d\u7a33\u5b9a\u6216\u7f3a\u5931\u65f6\uff0c\u91d1\u5c5e\u8868\u9762\u6301\u7eed\u66b4\u9732\u4e8e\u8150\u8680\u4ecb\u8d28\uff0c\u8150\u8680\u53cd\u5e94\u6301\u7eed\u53d1\u751f\u3002\n\n2. \u5c40\u90e8\u8150\u8680 \n - \u70b9\u8680\uff1a\u6c2f\u79bb\u5b50\u5177\u6709\u5f3a\u70c8\u7a7f\u900f\u949d\u5316\u819c\u80fd\u529b\uff0c\u5c40\u90e8\u7834\u574f\u819c\u7ed3\u6784\uff0c\u5f62\u6210\u5fae\u5c0f\u9633\u6781\u533a\uff0c\u7535\u6d41\u5bc6\u5ea6\u9aa4\u589e\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u3002 \n - \u7f1d\u9699\u8150\u8680\uff1a\u7f1d\u9699\u5185\u90e8\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185\u9633\u6781\u53cd\u5e94\u52a0\u5267\uff0cpH\u4e0b\u964d\uff0c\u91d1\u5c5e\u6eb6\u89e3\u52a0\u901f\u3002 \n - \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff1a\u62c9\u5e94\u529b\u4f5c\u7528\u4e0b\u949d\u5316\u819c\u5c40\u90e8\u7834\u88c2\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4fc3\u8fdb\u88c2\u7eb9\u6269\u5c55\uff0c\u6700\u7ec8\u5bfc\u81f4\u6750\u6599\u65ad\u88c2\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680 \n - \u7535\u5076\u8150\u8680\uff1a\u4e0d\u540c\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\uff0c\u8150\u8680\u901f\u7387\u663e\u8457\u63d0\u9ad8\u3002 \n - \u9ad8\u5bfc\u7535\u6027\u7684\u6d77\u6c34\u4ecb\u8d28\u4fc3\u8fdb\u7535\u5b50\u4e0e\u79bb\u5b50\u4f20\u8f93\uff0c\u52a0\u901f\u8150\u8680\u8fc7\u7a0b\u3002\n\n4. \u6c14\u8680\u8150\u8680 \n - \u6c14\u6ce1\u5f62\u6210\u4e0e\u7206\u88c2\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\u529b\uff0c\u7834\u574f\u91d1\u5c5e\u8868\u9762\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u4fc3\u8fdb\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u8239\u8236\u87ba\u65cb\u6868\u53ca\u6cf5\u7b49\u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u662f\u6c14\u8680\u8150\u8680\u9ad8\u53d1\u533a\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\uff08\u786b\u5316\u7269\u3001\u9178\u7c7b\uff09\u6539\u53d8\u5c40\u90e8\u73af\u5883pH\u53ca\u5316\u5b66\u6210\u5206\uff0c\u4fc3\u8fdb\u91d1\u5c5e\u6eb6\u89e3\u3002 \n - \u751f\u7269\u819c\u5bfc\u81f4\u6c27\u6c14\u5206\u5e03\u4e0d\u5747\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u6c60\uff0c\u52a0\u5267\u8150\u8680\u3002\n\n\u4e09\u3001\u5f53\u524d\u8150\u8680\u73b0\u72b6\u5f52\u7eb3\n\n1. \u78b3\u94a2\u53ca\u4f4e\u5408\u91d1\u94a2\u4e3a\u8239\u4f53\u7ed3\u6784\u4e3b\u6750\uff0c\u5747\u5300\u8150\u8680\u548c\u5c40\u90e8\u8150\u8680\uff08\u70b9\u8680\u3001\u7f1d\u9699\u8150\u8680\uff09\u662f\u4e3b\u8981\u8150\u8680\u5f62\u5f0f\uff0c\u53d7\u6d77\u6c34\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u5f71\u54cd\u663e\u8457\u3002 \n2. \u4e0d\u9508\u94a2\u53ca\u9ad8\u5408\u91d1\u6750\u6599\u5c3d\u7ba1\u5177\u5907\u949d\u5316\u80fd\u529b\uff0c\u4f46\u5728\u9ad8\u6c2f\u79bb\u5b50\u73af\u5883\u53ca\u5e94\u529b\u4f5c\u7528\u4e0b\u4ecd\u6613\u53d1\u751f\u5c40\u90e8\u8150\u8680\u548c\u5e94\u529b\u8150\u8680\u5f00\u88c2\u3002 \n3. \u8239\u8236\u4e2d\u591a\u91d1\u5c5e\u63a5\u89e6\u666e\u904d\uff0c\u7535\u5076\u8150\u8680\u95ee\u9898\u7a81\u51fa\uff0c\u710a\u63a5\u63a5\u5934\u53ca\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u662f\u91cd\u70b9\u9632\u62a4\u533a\u57df\u3002 \n4. \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\uff08\u87ba\u65cb\u6868\u3001\u6cf5\uff09\u6c14\u8680\u8150\u8680\u635f\u4f24\u660e\u663e\uff0c\u5f71\u54cd\u8bbe\u5907\u5bff\u547d\u53ca\u6027\u80fd\u3002 \n5. \u5fae\u751f\u7269\u8150\u8680\u5728\u5c01\u95ed\u7cfb\u7edf\uff08\u538b\u8f7d\u6c34\u8231\u3001\u51b7\u5374\u6c34\u7cfb\u7edf\uff09\u4e2d\u5448\u589e\u957f\u8d8b\u52bf\uff0c\u4f20\u7edf\u9632\u62a4\u63aa\u65bd\u6548\u679c\u6709\u9650\u3002\n\n\u56db\u3001\u603b\u7ed3\n\n\u8239\u8236\u5236\u9020\u4e2d\u7684\u8150\u8680\u95ee\u9898\u5448\u73b0\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u7279\u5f81\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4e3a\u8150\u8680\u672c\u8d28\u9a71\u52a8\u529b\uff0c\u73af\u5883\u4e2d\u6c2f\u79bb\u5b50\u3001\u6eb6\u89e3\u6c27\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u53ca\u5fae\u751f\u7269\u6d3b\u6027\u7b49\u56e0\u7d20\u5171\u540c\u5f71\u54cd\u8150\u8680\u5f62\u5f0f\u548c\u901f\u7387\u3002\u949d\u5316\u819c\u7684\u5f62\u6210\u4e0e\u7834\u574f\u3001\u5c40\u90e8\u73af\u5883\u7535\u5316\u5b66\u4e0d\u5747\u5300\u6027\u53ca\u673a\u68b0\u5e94\u529b\u4f5c\u7528\u662f\u5c40\u90e8\u8150\u8680\u548c\u5e94\u529b\u8150\u8680\u5f00\u88c2\u7684\u5173\u952e\u56e0\u7d20\u3002\u5f53\u524d\u8150\u8680\u73b0\u72b6\u8868\u73b0\u4e3a\u5747\u5300\u8150\u8680\u4e0e\u5c40\u90e8\u8150\u8680\u5e76\u5b58\uff0c\u7535\u5076\u8150\u8680\u548c\u6c14\u8680\u8150\u8680\u5bf9\u5173\u952e\u90e8\u4ef6\u5a01\u80c1\u8f83\u5927\uff0c\u5fae\u751f\u7269\u8150\u8680\u9010\u6e10\u6210\u4e3a\u65b0\u5174\u6311\u6218\u3002\u540e\u7eed\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u9700\u57fa\u4e8e\u7ec6\u5316\u7684\u8150\u8680\u7c7b\u578b\u548c\u673a\u7406\uff0c\u7ed3\u5408\u6750\u6599\u3001\u73af\u5883\u53ca\u7ed3\u6784\u56e0\u7d20\uff0c\u5b9e\u65bd\u591a\u5c42\u6b21\u3001\u591a\u624b\u6bb5\u534f\u540c\u9632\u62a4\u7b56\u7565\uff0c\u5b9e\u73b0\u7406\u8bba\u4e0e\u5b9e\u8df5\u7684\u6709\u6548\u7ed3\u5408\u3002\n\n---\n\n\u6b64\u7248\u672c\u5728\u8150\u8680\u7c7b\u578b\u5212\u5206\u4e0a\u66f4\u4e3a\u7ec6\u5316\uff0c\u673a\u7406\u5206\u6790\u66f4\u7cbe\u51c6\u5168\u9762\uff0c\u6709\u52a9\u4e8e\u6307\u5bfc\u540e\u7eed\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u5f62\u5f0f\u7684\u9632\u62a4\u6280\u672f\u5f00\u53d1\u4e0e\u5e94\u7528\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u5b8c\u5584\u540e\u7684\u8150\u8680\u6210\u56e0\u5206\u6790\uff0c\u4f18\u5316\u9632\u62a4\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u8bbe\u8ba1\u5efa\u8bae\u7684\u9488\u5bf9\u6027\u548c\u53ef\u884c\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5b8c\u5584\u540e\u7684\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u4e0e\u673a\u7406\u5206\u6790\uff0c\u4f5c\u4e3a\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u4f18\u5316\u548c\u7ec6\u5316\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u9632\u62a4\u63aa\u65bd\u66f4\u5177\u9488\u5bf9\u6027\u548c\u53ef\u884c\u6027\uff0c\u4fbf\u4e8e\u5b9e\u9645\u8bbe\u8ba1\u4e0e\u5e94\u7528\u3002\n\n## Improved version of \u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u9632\u62a4\u6280\u672f\u65b9\u6848\u4f18\u5316\n\n\u4e00\u3001\u5747\u5300\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u4f18\u5316 \n1. \u6750\u6599\u9009\u62e9\uff1a \n - \u4f18\u5148\u9009\u7528\u8010\u5747\u5300\u8150\u8680\u6027\u80fd\u4f18\u5f02\u7684\u5408\u91d1\uff0c\u5982\u542b\u94ec\u226518%\u3001\u954d\u22658%\u7684\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08316L\uff09\u3001\u8010\u8680\u94dd\u5408\u91d1\u53ca\u9ad8\u6027\u80fd\u4f4e\u5408\u91d1\u94a2\u3002 \n - \u9488\u5bf9\u5178\u578b\u5747\u5300\u6c27\u5316\u8150\u8680\u4e0e\u7535\u5316\u5b66\u5747\u5300\u8150\u8680\uff0c\u91cd\u70b9\u8003\u8651\u6750\u6599\u949d\u5316\u819c\u7a33\u5b9a\u6027\u548c\u518d\u751f\u80fd\u529b\u3002 \n2. \u8868\u9762\u5904\u7406\uff1a \n - \u91c7\u7528\u55b7\u7802\u3001\u55b7\u4e38\u7b49\u9884\u5904\u7406\u63d0\u5347\u6d82\u5c42\u9644\u7740\u529b\u3002 \n - \u6d82\u8986\u591a\u5c42\u9632\u8150\u6d82\u6599\u4f53\u7cfb\uff08\u5982\u73af\u6c27\u5bcc\u950c\u5e95\u6f06+\u73af\u6c27\u4e2d\u6d82+\u805a\u6c28\u916f\u9762\u6f06\uff09\u5f62\u6210\u81f4\u5bc6\u4fdd\u62a4\u5c42\uff0c\u786e\u4fdd\u6d82\u5c42\u5b8c\u6574\u6027\u3002 \n3. \u9634\u6781\u4fdd\u62a4\uff1a \n - \u91c7\u7528\u727a\u7272\u9633\u6781\uff08\u9541\u3001\u94dd\u5408\u91d1\uff09\u6216\u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff08ICCP\uff09\uff0c\u7279\u522b\u662f\u5728\u8239\u4f53\u5927\u9762\u79ef\u78b3\u94a2\u7ed3\u6784\u4e0a\u3002 \n - \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u8bbe\u8ba1\u9700\u8003\u8651\u5747\u5300\u8986\u76d6\uff0c\u9632\u6b62\u5c40\u90e8\u9634\u6781\u8fc7\u4fdd\u62a4\u5bfc\u81f4\u6c22\u8106\u3002 \n4. \u7ed3\u6784\u8bbe\u8ba1\uff1a \n - \u4fdd\u8bc1\u6750\u6599\u539a\u5ea6\u5408\u7406\uff0c\u907f\u514d\u8584\u5f31\u90e8\u4f4d\u8fc7\u65e9\u5931\u6548\u3002 \n - \u8bbe\u8ba1\u4fbf\u4e8e\u6d82\u5c42\u65bd\u5de5\u548c\u5b9a\u671f\u7ef4\u62a4\u7684\u7ed3\u6784\u5f62\u72b6\uff0c\u51cf\u5c11\u6d82\u5c42\u7834\u635f\u98ce\u9669\u3002\n\n\u4e8c\u3001\u5c40\u90e8\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u4f18\u5316 \n1. \u70b9\u8680 \n - \u9009\u7528\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08304L\u3001316L\uff09\u53ca\u949b\u5408\u91d1\uff0c\u63d0\u5347\u949d\u5316\u819c\u8010\u6c2f\u79bb\u5b50\u7a7f\u900f\u80fd\u529b\u3002 \n - \u6d82\u5c42\u91c7\u7528\u9ad8\u5bc6\u5ea6\u3001\u4f4e\u5b54\u9699\u7387\u7684\u9632\u8150\u6d82\u6599\u4f53\u7cfb\uff0c\u9632\u6b62\u6c2f\u79bb\u5b50\u6e17\u900f\u3002 \n - \u8bbe\u8ba1\u907f\u514d\u5c16\u9510\u89d2\u3001\u8868\u9762\u7f3a\u9677\u53ca\u710a\u63a5\u7f3a\u9677\uff0c\u51cf\u5c11\u5e94\u529b\u96c6\u4e2d\u3002 \n2. \u7f1d\u9699\u8150\u8680 \n - \u7ed3\u6784\u8bbe\u8ba1\u907f\u514d\u5f62\u6210\u96be\u4ee5\u6e05\u6d17\u7684\u7f1d\u9699\u3001\u6b7b\u89d2\uff0c\u91c7\u7528\u5408\u7406\u710a\u63a5\u5de5\u827a\u6d88\u9664\u7f1d\u9699\u3002 \n - \u5bf9\u96be\u4ee5\u907f\u514d\u7684\u7f1d\u9699\u90e8\u4f4d\uff0c\u91c7\u7528\u9ad8\u6027\u80fd\u5bc6\u5c01\u80f6\u5bc6\u5c01\uff0c\u5e76\u5b9a\u671f\u6e05\u6d17\u7ef4\u62a4\u3002 \n3. \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n - \u4f18\u5316\u710a\u63a5\u5de5\u827a\uff0c\u91c7\u7528\u4f4e\u6b8b\u4f59\u5e94\u529b\u710a\u63a5\u6280\u672f\uff0c\u710a\u540e\u70ed\u5904\u7406\u6d88\u9664\u5e94\u529b\u3002 \n - \u9009\u7528\u6297SCC\u6027\u80fd\u4f18\u826f\u7684\u6750\u6599\uff0c\u5982316L\u4e0d\u9508\u94a2\u3001\u542b\u94bc\u5408\u91d1\u94a2\u3002 \n - \u8bbe\u8ba1\u907f\u514d\u9ad8\u62c9\u5e94\u529b\u96c6\u4e2d\uff0c\u91c7\u7528\u5e94\u529b\u5206\u6563\u7ed3\u6784\u8bbe\u8ba1\u3002 \n - \u7ed3\u5408\u9634\u6781\u4fdd\u62a4\u6280\u672f\uff0c\u964d\u4f4e\u6750\u6599\u8868\u9762\u7535\u4f4d\uff0c\u6291\u5236\u8150\u8680\u88c2\u7eb9\u6269\u5c55\u3002\n\n\u4e09\u3001\u7535\u5316\u5b66\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u4f18\u5316 \n1. \u7535\u5076\u8150\u8680 \n - \u907f\u514d\u5f02\u79cd\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u3001\u6d82\u5c42\u9694\u79bb\u3002 \n - \u9009\u62e9\u7535\u4f4d\u76f8\u8fd1\u6750\u6599\u7ec4\u5408\uff0c\u51cf\u5c11\u7535\u4f4d\u5dee\u3002 \n - \u949d\u5316\u5904\u7406\u91d1\u5c5e\u8868\u9762\uff0c\u5f62\u6210\u7a33\u5b9a\u4fdd\u62a4\u819c\u3002 \n - \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u8bbe\u8ba1\u5e94\u8986\u76d6\u7535\u5076\u8150\u8680\u91cd\u70b9\u533a\u57df\uff0c\u7279\u522b\u662f\u710a\u7f1d\u548c\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u3002 \n2. \u5c40\u90e8\u7535\u6c60\u8150\u8680 \n - \u63a7\u5236\u6750\u6599\u6210\u5206\u5747\u5300\u6027\uff0c\u4f18\u5316\u51b6\u91d1\u5de5\u827a\u51cf\u5c11\u7ec4\u7ec7\u4e0d\u5747\u5300\u3002 \n - \u8868\u9762\u5904\u7406\u63d0\u5347\u5747\u5300\u6027\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u6c60\u5f62\u6210\u3002\n\n\u56db\u3001\u6c14\u8680\u8150\u8680\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u4f18\u5316 \n1. \u6750\u6599\u4e0e\u8868\u9762\u5904\u7406\uff1a \n - \u9009\u7528\u9ad8\u5f3a\u5ea6\u8010\u78e8\u6750\u6599\uff08\u9ad8\u94ec\u5408\u91d1\u94a2\u3001\u6e17\u6c2e\u94a2\uff09\u53ca\u55b7\u6d82\u9676\u74f7\u7b49\u786c\u8d28\u6d82\u5c42\u3002 \n - \u8868\u9762\u7c97\u7cd9\u5ea6\u63a7\u5236\uff0c\u51cf\u5c11\u6c14\u6ce1\u9644\u7740\u548c\u4e0d\u89c4\u5219\u7206\u88c2\u3002 \n2. \u7ed3\u6784\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff1a \n - \u4f18\u5316\u87ba\u65cb\u6868\u53f6\u7247\u548c\u6cf5\u53f6\u8f6e\u5f62\u72b6\uff0c\u51cf\u5c11\u5c40\u90e8\u4f4e\u538b\u533a\uff0c\u964d\u4f4e\u6c14\u6ce1\u5f62\u6210\u3002 \n - \u6d41\u9053\u8bbe\u8ba1\u907f\u514d\u6025\u5267\u53d8\u5f62\uff0c\u51cf\u5c11\u6e4d\u6d41\u548c\u6c14\u6ce1\u4ea7\u751f\u3002 \n3. \u7ef4\u62a4\u7ba1\u7406\uff1a \n - \u5b9a\u671f\u68c0\u67e5\u5173\u952e\u8bbe\u5907\u8868\u9762\uff0c\u53ca\u65f6\u4fee\u590d\u6c14\u8680\u635f\u4f24\u3002 \n - \u91c7\u7528\u5728\u7ebf\u76d1\u6d4b\u6280\u672f\u9884\u8b66\u6c14\u8680\u98ce\u9669\u3002\n\n\u4e94\u3001\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u7684\u9632\u62a4\u6280\u672f\u4e0e\u8bbe\u8ba1\u4f18\u5316 \n1. \u6d82\u5c42\u4e0e\u6750\u6599\uff1a \n - \u91c7\u7528\u542b\u6297\u83cc\u6210\u5206\uff08\u94dc\u3001\u94f6\u79bb\u5b50\uff09\u7684\u9632\u8150\u6d82\u5c42\uff0c\u6291\u5236\u5fae\u751f\u7269\u751f\u957f\u3002 \n - \u9009\u62e9\u5bf9\u5fae\u751f\u7269\u8150\u8680\u654f\u611f\u6027\u8f83\u4f4e\u7684\u6750\u6599\u3002 \n2. \u7ed3\u6784\u8bbe\u8ba1\uff1a \n - \u826f\u597d\u6392\u6c34\u548c\u901a\u98ce\u8bbe\u8ba1\uff0c\u51cf\u5c11\u6c34\u5206\u6ede\u7559\u548c\u5fae\u751f\u7269\u7e41\u6b96\u73af\u5883\u3002 \n - \u907f\u514d\u6b7b\u89d2\u548c\u79ef\u6c34\u533a\u57df\u3002 \n3. \u8fd0\u884c\u7ef4\u62a4\uff1a \n - \u5b9a\u671f\u6e05\u6d17\u548c\u6d88\u6bd2\uff0c\u9632\u6b62\u751f\u7269\u819c\u5f62\u6210\u3002 \n - \u5728\u5c01\u95ed\u7cfb\u7edf\u4e2d\u5408\u7406\u6295\u52a0\u751f\u7269\u6740\u706d\u5242\uff0c\u63a7\u5236\u5fae\u751f\u7269\u6d3b\u6027\u3002 \n4. \u9634\u6781\u4fdd\u62a4\uff1a \n - \u901a\u8fc7\u964d\u4f4e\u91d1\u5c5e\u8868\u9762\u7535\u4f4d\uff0c\u6291\u5236\u5fae\u751f\u7269\u4ee3\u8c22\u73af\u5883\uff0c\u51cf\u7f13MIC\u53d1\u5c55\u3002 \n5. \u76d1\u6d4b\u4e0e\u68c0\u6d4b\uff1a \n - \u5efa\u7acb\u5fae\u751f\u7269\u8150\u8680\u76d1\u6d4b\u4f53\u7cfb\uff0c\u53ca\u65f6\u53d1\u73b0\u5e76\u91c7\u53d6\u63aa\u65bd\u3002\n\n\u516d\u3001\u7efc\u5408\u9632\u62a4\u8bbe\u8ba1\u5efa\u8bae \n1. \u591a\u5c42\u6b21\u3001\u591a\u624b\u6bb5\u534f\u540c\u9632\u62a4\u7b56\u7565\uff0c\u7ed3\u5408\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u8868\u9762\u5904\u7406\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u7ba1\u7406\u3002 \n2. \u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\uff0c\u5236\u5b9a\u5dee\u5f02\u5316\u9632\u62a4\u65b9\u6848\uff0c\u91cd\u70b9\u9632\u62a4\u9ad8\u98ce\u9669\u90e8\u4f4d\uff08\u710a\u7f1d\u3001\u7f1d\u9699\u3001\u591a\u91d1\u5c5e\u63a5\u89e6\u533a\u3001\u6d41\u4f53\u8bbe\u5907\u8868\u9762\u7b49\uff09\u3002 \n3. \u7ed3\u5408\u73b0\u573a\u73af\u5883\u53c2\u6570\uff08\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u3001\u5fae\u751f\u7269\u6d3b\u6027\uff09\u4f18\u5316\u9632\u62a4\u65b9\u6848\uff0c\u5b9e\u65bd\u52a8\u6001\u8c03\u6574\u3002 \n4. \u5f3a\u5316\u8150\u8680\u68c0\u6d4b\u4e0e\u76d1\u63a7\uff0c\u53ca\u65f6\u53d1\u73b0\u8150\u8680\u9690\u60a3\uff0c\u786e\u4fdd\u9632\u62a4\u63aa\u65bd\u6709\u6548\u5b9e\u65bd\u3002\n\n---\n\n\u603b\u7ed3\uff1a \n\u57fa\u4e8e\u7ec6\u5316\u7684\u8150\u8680\u7c7b\u578b\u548c\u673a\u7406\u5206\u6790\uff0c\u4f18\u5316\u540e\u7684\u9632\u62a4\u6280\u672f\u65b9\u6848\u66f4\u52a0\u7cbe\u51c6\u548c\u7cfb\u7edf\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u591a\u6837\u7684\u8150\u8680\u6311\u6218\u3002\u901a\u8fc7\u6750\u6599\u4f18\u5316\u3001\u7ed3\u6784\u5408\u7406\u8bbe\u8ba1\u3001\u5148\u8fdb\u8868\u9762\u5904\u7406\u6280\u672f\u3001\u79d1\u5b66\u9634\u6781\u4fdd\u62a4\u548c\u4e25\u683c\u7ef4\u62a4\u7ba1\u7406\u7684\u6709\u673a\u7ed3\u5408\uff0c\u6784\u5efa\u591a\u5c42\u6b21\u3001\u5168\u65b9\u4f4d\u7684\u9632\u8150\u4f53\u7cfb\uff0c\u4e3a\u8239\u8236\u5236\u9020\u63d0\u4f9b\u575a\u5b9e\u7684\u8150\u8680\u9632\u62a4\u4fdd\u969c\uff0c\u63d0\u5347\u8239\u8236\u4f7f\u7528\u5bff\u547d\u4e0e\u5b89\u5168\u6027\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u534f\u52a9\u5236\u5b9a\u5177\u4f53\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u53ca\u5e94\u7528\u6307\u5bfc\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6574\u7406\u5e76\u63d0\u4ea4\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u5185\u5bb9\u6db5\u76d6\u8150\u8680\u7c7b\u578b\u3001\u6210\u56e0\u5206\u6790\u53ca\u9632\u62a4\u6280\u672f\u5efa\u8bae\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u524d\u671f\u7684\u6df1\u5165\u8c03\u7814\u548c\u591a\u8f6e\u8ba8\u8bba\uff0c\u6211\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7684\u7c7b\u578b\u3001\u6210\u56e0\u53ca\u9632\u62a4\u6280\u672f\u8fdb\u884c\u4e86\u7cfb\u7edf\u7ec6\u5316\u548c\u5b8c\u5584\u3002\u73b0\u5c06\u6574\u7406\u540e\u7684\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\u63d0\u4ea4\u5982\u4e0b\uff0c\u65e8\u5728\u4e3a\u540e\u7eed\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u652f\u6301\u3002\n\n```\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\n\n\u4e00\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7c7b\u578b\u7ec6\u5316\u5206\u7c7b\n\n1. \u5747\u5300\u8150\u8680\uff08Uniform Corrosion\uff09 \n - \u7279\u70b9\uff1a\u91d1\u5c5e\u8868\u9762\u6574\u4f53\u5747\u5300\u8150\u8680\uff0c\u6750\u6599\u539a\u5ea6\u5747\u5300\u51cf\u8584\uff0c\u4e3b\u8981\u53d1\u751f\u5728\u78b3\u94a2\u8239\u4f53\u7ed3\u6784\u3002 \n - \u7ec6\u5206\u7c7b\u578b\uff1a\u5178\u578b\u5747\u5300\u6c27\u5316\u8150\u8680\u3001\u7535\u5316\u5b66\u5747\u5300\u8150\u8680\uff08\u6eb6\u89e3\u6c27\u8fd8\u539f\u9a71\u52a8\uff09\u3002\n\n2. \u5c40\u90e8\u8150\u8680\uff08Localized Corrosion\uff09 \n - \u70b9\u8680\uff08Pitting Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f62\u6210\u5c40\u90e8\u9633\u6781\uff0c\u7535\u6d41\u5bc6\u5ea6\u6781\u9ad8\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u3002 \n - \u7ec6\u5316\uff1a\u5f00\u653e\u6d77\u6c34\u73af\u5883\u70b9\u8680\u3001\u542b\u6c2f\u51b7\u5374\u6c34\u7cfb\u7edf\u70b9\u8680\u3002 \n - \u7f1d\u9699\u8150\u8680\uff08Crevice Corrosion\uff09 \n - \u673a\u7406\uff1a\u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\uff0c\u4fc3\u8150\u8680\u52a0\u5267\u3002 \n - \u7ec6\u5316\uff1a\u710a\u7f1d\u7f1d\u9699\u8150\u8680\u3001\u7ed3\u6784\u8fde\u63a5\u4ef6\u7f1d\u9699\u8150\u8680\u3002 \n - \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n - \u673a\u7406\uff1a\u62c9\u5e94\u529b\u5bfc\u81f4\u949d\u5316\u819c\u7834\u88c2\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002 \n - \u7ec6\u5316\uff1a\u6c2f\u5316\u7269\u73af\u5883SCC\u3001\u9ad8\u5f3a\u5ea6\u94a2\u6750SCC\u3001\u710a\u63a5\u6b8b\u4f59\u5e94\u529b\u8bf1\u53d1SCC\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\uff08Electrochemical Corrosion\uff09 \n - \u7535\u5076\u8150\u8680\uff08Galvanic Corrosion\uff09 \n - \u673a\u7406\uff1a\u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u7ec6\u5316\uff1a\u5f02\u79cd\u91d1\u5c5e\u63a5\u89e6\u8150\u8680\uff08\u94a2-\u94dc\u3001\u94a2-\u94dd\uff09\u3001\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u5076\u8150\u8680\u3002 \n - \u5c40\u90e8\u7535\u6c60\u8150\u8680 \n - \u673a\u7406\uff1a\u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u6c60\u5f62\u6210\u3002\n\n4. \u6c14\u8680\u8150\u8680\uff08Cavitation Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u7ec6\u5316\uff1a\u87ba\u65cb\u6868\u6c14\u8680\u8150\u8680\u3001\u6cf5\u53f6\u8f6e\u6c14\u8680\u8150\u8680\u3001\u9ad8\u901f\u6d41\u4f53\u7ba1\u9053\u5c40\u90e8\u6c14\u8680\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u673a\u7406\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u7ec6\u5316\uff1a\u786b\u9178\u76d0\u8fd8\u539f\u83cc\u5f15\u8d77\u7684\u786b\u5316\u7269\u8150\u8680\u3001\u4ea7\u9178\u83cc\u8150\u8680\u3001\u751f\u7269\u819c\u76f8\u5173\u7535\u5316\u5b66\u8150\u8680\u3002\n\n\u4e8c\u3001\u4e3b\u8981\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u4e0e\u73af\u5883\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680 \n - \u7535\u6781\u53cd\u5e94\u5747\u5300\u5206\u5e03\uff0c\u9633\u6781\u91d1\u5c5e\u6c27\u5316\u4e0e\u9634\u6781\u6eb6\u89e3\u6c27\u8fd8\u539f\u540c\u6b65\u8fdb\u884c\u3002 \n - \u9ad8\u76d0\u5ea6\u3001\u6e29\u5ea6\u63d0\u5347\u53ca\u6d41\u901f\u52a0\u5feb\u5747\u4fc3\u8fdb\u8150\u8680\u53cd\u5e94\u901f\u7387\u3002 \n - \u949d\u5316\u819c\u8584\u5f31\u6216\u7834\u574f\u5bfc\u81f4\u6301\u7eed\u8150\u8680\u3002\n\n2. \u5c40\u90e8\u8150\u8680 \n - \u70b9\u8680\u7531\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f15\u53d1\u5c40\u90e8\u9633\u6781\u533a\uff0c\u7535\u6d41\u5bc6\u5ea6\u9aa4\u589e\u3002 \n - \u7f1d\u9699\u8150\u8680\u56e0\u6c27\u6c14\u8017\u5c3d\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\u4fc3\u8150\u8680\u3002 \n - SCC\u56e0\u62c9\u5e94\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680 \n - \u7535\u5076\u8150\u8680\u56e0\u4e0d\u540c\u91d1\u5c5e\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u6d77\u6c34\u9ad8\u5bfc\u7535\u6027\u4fc3\u8fdb\u7535\u5b50\u548c\u79bb\u5b50\u4f20\u8f93\uff0c\u52a0\u5feb\u8150\u8680\u901f\u7387\u3002\n\n4. \u6c14\u8680\u8150\u8680 \n - \u6c14\u6ce1\u7206\u88c2\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u5982\u87ba\u65cb\u6868\u3001\u6cf5\u53f6\u8f6e\u662f\u9ad8\u53d1\u533a\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u751f\u7269\u819c\u9020\u6210\u6c27\u6c14\u5206\u5e03\u4e0d\u5747\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u6c60\u3002\n\n\u4e09\u3001\u8239\u8236\u6750\u6599\u8150\u8680\u73b0\u72b6\n\n1. \u78b3\u94a2\u53ca\u4f4e\u5408\u91d1\u94a2\u4e3a\u4e3b\u6750\uff0c\u5747\u5300\u8150\u8680\u548c\u5c40\u90e8\u8150\u8680\u4e3a\u4e3b\u8981\u8150\u8680\u5f62\u5f0f\uff0c\u53d7\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u5f71\u54cd\u663e\u8457\u3002 \n2. \u4e0d\u9508\u94a2\u53ca\u9ad8\u5408\u91d1\u6750\u6599\u867d\u5177\u949d\u5316\u80fd\u529b\uff0c\u4f46\u9ad8\u6c2f\u79bb\u5b50\u73af\u5883\u53ca\u5e94\u529b\u4f5c\u7528\u4e0b\u4ecd\u6613\u53d1\u751f\u5c40\u90e8\u8150\u8680\u548cSCC\u3002 \n3. \u591a\u91d1\u5c5e\u63a5\u89e6\u666e\u904d\uff0c\u7535\u5076\u8150\u8680\u7a81\u51fa\uff0c\u710a\u7f1d\u53ca\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u4e3a\u91cd\u70b9\u9632\u62a4\u533a\u57df\u3002 \n4. \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u6c14\u8680\u8150\u8680\u663e\u8457\uff0c\u5f71\u54cd\u5bff\u547d\u548c\u6027\u80fd\u3002 \n5. \u5fae\u751f\u7269\u8150\u8680\u5728\u5c01\u95ed\u7cfb\u7edf\u5448\u589e\u957f\u8d8b\u52bf\uff0c\u4f20\u7edf\u9632\u62a4\u63aa\u65bd\u6548\u679c\u6709\u9650\u3002\n\n\u56db\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u9632\u62a4\u6280\u672f\u5efa\u8bae\n\n1. \u5747\u5300\u8150\u8680\u9632\u62a4 \n - \u9009\u7528316L\u4e0d\u9508\u94a2\u3001\u8010\u8680\u94dd\u5408\u91d1\u3001\u9ad8\u6027\u80fd\u4f4e\u5408\u91d1\u94a2\uff0c\u786e\u4fdd\u949d\u5316\u819c\u7a33\u5b9a\u3002 \n - \u91c7\u7528\u591a\u5c42\u9ad8\u6027\u80fd\u9632\u8150\u6d82\u5c42\uff0c\u55b7\u7802\u55b7\u4e38\u9884\u5904\u7406\u63d0\u5347\u9644\u7740\u529b\u3002 \n - \u5e94\u7528\u727a\u7272\u9633\u6781\u6216\u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff0c\u786e\u4fdd\u5747\u5300\u8986\u76d6\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u5408\u7406\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u6d82\u5c42\u65bd\u5de5\u3002\n\n2. \u5c40\u90e8\u8150\u8680\u9632\u62a4 \n - \u70b9\u8680\uff1a\u9009\u7528\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\u53ca\u949b\u5408\u91d1\uff0c\u5f3a\u5316\u6d82\u5c42\u5b8c\u6574\u6027\uff0c\u907f\u514d\u5c16\u9510\u89d2\u548c\u7f3a\u9677\u3002 \n - \u7f1d\u9699\u8150\u8680\uff1a\u5408\u7406\u710a\u63a5\u6d88\u9664\u7f1d\u9699\uff0c\u91c7\u7528\u5bc6\u5c01\u80f6\u5bc6\u5c01\uff0c\u5b9a\u671f\u6e05\u6d17\u7ef4\u62a4\u3002 \n - SCC\uff1a\u4f18\u5316\u710a\u63a5\u5de5\u827a\uff0c\u710a\u540e\u70ed\u5904\u7406\u6d88\u9664\u5e94\u529b\uff0c\u9009\u7528\u6297SCC\u6750\u6599\uff0c\u8bbe\u8ba1\u51cf\u5c0f\u5e94\u529b\u96c6\u4e2d\uff0c\u7ed3\u5408\u9634\u6781\u4fdd\u62a4\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\u9632\u62a4 \n - \u907f\u514d\u5f02\u79cd\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u9694\u79bb\u3002 \n - \u9009\u62e9\u7535\u4f4d\u76f8\u8fd1\u6750\u6599\u7ec4\u5408\uff0c\u949d\u5316\u5904\u7406\u8868\u9762\u3002 \n - \u9634\u6781\u4fdd\u62a4\u8986\u76d6\u710a\u7f1d\u548c\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u3002\n\n4. \u6c14\u8680\u8150\u8680\u9632\u62a4 \n - \u9009\u7528\u9ad8\u5f3a\u5ea6\u8010\u78e8\u6750\u6599\u53ca\u786c\u8d28\u6d82\u5c42\u3002 \n - \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff0c\u51cf\u5c11\u6c14\u6ce1\u5f62\u6210\u3002 \n - \u5b9a\u671f\u68c0\u6d4b\u4fee\u590d\uff0c\u91c7\u7528\u5728\u7ebf\u76d1\u6d4b\u9884\u8b66\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\u9632\u62a4 \n - \u91c7\u7528\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u7684\u6297\u83cc\u6d82\u5c42\uff0c\u9009\u7528\u8010MIC\u6750\u6599\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u826f\u597d\u6392\u6c34\u901a\u98ce\uff0c\u907f\u514d\u6b7b\u89d2\u79ef\u6c34\u3002 \n - \u5b9a\u671f\u6e05\u6d17\u6d88\u6bd2\uff0c\u5408\u7406\u6295\u52a0\u751f\u7269\u6740\u706d\u5242\u3002 \n - \u9634\u6781\u4fdd\u62a4\u964d\u4f4e\u91d1\u5c5e\u8868\u9762\u7535\u4f4d\u6291\u5236MIC\u3002 \n - \u5efa\u7acb\u5fae\u751f\u7269\u8150\u8680\u76d1\u6d4b\u4f53\u7cfb\u3002\n\n6. \u7efc\u5408\u9632\u62a4\u7b56\u7565 \n - \u7ed3\u5408\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u8868\u9762\u5904\u7406\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u7ba1\u7406\u591a\u5c42\u6b21\u534f\u540c\u9632\u62a4\u3002 \n - \u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u5236\u5b9a\u5dee\u5f02\u5316\u65b9\u6848\uff0c\u91cd\u70b9\u9632\u62a4\u9ad8\u98ce\u9669\u90e8\u4f4d\u3002 \n - \u52a8\u6001\u8c03\u6574\u9632\u62a4\u65b9\u6848\uff0c\u5f3a\u5316\u8150\u8680\u76d1\u6d4b\u548c\u9690\u60a3\u6392\u67e5\u3002\n\n\u4e94\u3001\u603b\u7ed3\n\n\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u662f\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u4f5c\u7528\u7684\u590d\u6742\u8fc7\u7a0b\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4e3a\u6838\u5fc3\u9a71\u52a8\u529b\uff0c\u73af\u5883\u56e0\u7d20\u548c\u673a\u68b0\u5e94\u529b\u5171\u540c\u5f71\u54cd\u8150\u8680\u5f62\u5f0f\u548c\u901f\u7387\u3002\u901a\u8fc7\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u548c\u6df1\u5165\u673a\u7406\u5206\u6790\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u6750\u6599\u6280\u672f\u548c\u79d1\u5b66\u7684\u9632\u62a4\u63aa\u65bd\uff0c\u80fd\u591f\u6709\u6548\u904f\u5236\u8150\u8680\u53d1\u5c55\uff0c\u5ef6\u957f\u8239\u8236\u4f7f\u7528\u5bff\u547d\uff0c\u63d0\u9ad8\u5b89\u5168\u6027\u3002\u540e\u7eed\u5de5\u4f5c\u5e94\u57fa\u4e8e\u672c\u62a5\u544a\u5185\u5bb9\uff0c\u5236\u5b9a\u5177\u4f53\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u4e0e\u5e94\u7528\u6307\u5bfc\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u9886\u57df\u8150\u8680\u9632\u62a4\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a", + "content": "\u4e00\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7c7b\u578b\u7ec6\u5316\u5206\u7c7b\n\n1. \u5747\u5300\u8150\u8680\uff08Uniform Corrosion\uff09 \n - \u7279\u70b9\uff1a\u91d1\u5c5e\u8868\u9762\u6574\u4f53\u5747\u5300\u8150\u8680\uff0c\u6750\u6599\u539a\u5ea6\u5747\u5300\u51cf\u8584\uff0c\u4e3b\u8981\u53d1\u751f\u5728\u78b3\u94a2\u8239\u4f53\u7ed3\u6784\u3002 \n - \u7ec6\u5206\u7c7b\u578b\uff1a\u5178\u578b\u5747\u5300\u6c27\u5316\u8150\u8680\u3001\u7535\u5316\u5b66\u5747\u5300\u8150\u8680\uff08\u6eb6\u89e3\u6c27\u8fd8\u539f\u9a71\u52a8\uff09\u3002\n\n2. \u5c40\u90e8\u8150\u8680\uff08Localized Corrosion\uff09 \n - \u70b9\u8680\uff08Pitting Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f62\u6210\u5c40\u90e8\u9633\u6781\uff0c\u7535\u6d41\u5bc6\u5ea6\u6781\u9ad8\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u3002 \n - \u7ec6\u5316\uff1a\u5f00\u653e\u6d77\u6c34\u73af\u5883\u70b9\u8680\u3001\u542b\u6c2f\u51b7\u5374\u6c34\u7cfb\u7edf\u70b9\u8680\u3002 \n - \u7f1d\u9699\u8150\u8680\uff08Crevice Corrosion\uff09 \n - \u673a\u7406\uff1a\u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\uff0c\u4fc3\u8150\u8680\u52a0\u5267\u3002 \n - \u7ec6\u5316\uff1a\u710a\u7f1d\u7f1d\u9699\u8150\u8680\u3001\u7ed3\u6784\u8fde\u63a5\u4ef6\u7f1d\u9699\u8150\u8680\u3002 \n - \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n - \u673a\u7406\uff1a\u62c9\u5e94\u529b\u5bfc\u81f4\u949d\u5316\u819c\u7834\u88c2\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002 \n - \u7ec6\u5316\uff1a\u6c2f\u5316\u7269\u73af\u5883SCC\u3001\u9ad8\u5f3a\u5ea6\u94a2\u6750SCC\u3001\u710a\u63a5\u6b8b\u4f59\u5e94\u529b\u8bf1\u53d1SCC\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\uff08Electrochemical Corrosion\uff09 \n - \u7535\u5076\u8150\u8680\uff08Galvanic Corrosion\uff09 \n - \u673a\u7406\uff1a\u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u7ec6\u5316\uff1a\u5f02\u79cd\u91d1\u5c5e\u63a5\u89e6\u8150\u8680\uff08\u94a2-\u94dc\u3001\u94a2-\u94dd\uff09\u3001\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u5076\u8150\u8680\u3002 \n - \u5c40\u90e8\u7535\u6c60\u8150\u8680 \n - \u673a\u7406\uff1a\u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u6c60\u5f62\u6210\u3002\n\n4. \u6c14\u8680\u8150\u8680\uff08Cavitation Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u7ec6\u5316\uff1a\u87ba\u65cb\u6868\u6c14\u8680\u8150\u8680\u3001\u6cf5\u53f6\u8f6e\u6c14\u8680\u8150\u8680\u3001\u9ad8\u901f\u6d41\u4f53\u7ba1\u9053\u5c40\u90e8\u6c14\u8680\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u673a\u7406\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u7ec6\u5316\uff1a\u786b\u9178\u76d0\u8fd8\u539f\u83cc\u5f15\u8d77\u7684\u786b\u5316\u7269\u8150\u8680\u3001\u4ea7\u9178\u83cc\u8150\u8680\u3001\u751f\u7269\u819c\u76f8\u5173\u7535\u5316\u5b66\u8150\u8680\u3002\n\n\u4e8c\u3001\u4e3b\u8981\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u4e0e\u73af\u5883\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680 \n - \u7535\u6781\u53cd\u5e94\u5747\u5300\u5206\u5e03\uff0c\u9633\u6781\u91d1\u5c5e\u6c27\u5316\u4e0e\u9634\u6781\u6eb6\u89e3\u6c27\u8fd8\u539f\u540c\u6b65\u8fdb\u884c\u3002 \n - \u9ad8\u76d0\u5ea6\u3001\u6e29\u5ea6\u63d0\u5347\u53ca\u6d41\u901f\u52a0\u5feb\u5747\u4fc3\u8fdb\u8150\u8680\u53cd\u5e94\u901f\u7387\u3002 \n - \u949d\u5316\u819c\u8584\u5f31\u6216\u7834\u574f\u5bfc\u81f4\u6301\u7eed\u8150\u8680\u3002\n\n2. \u5c40\u90e8\u8150\u8680 \n - \u70b9\u8680\u7531\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f15\u53d1\u5c40\u90e8\u9633\u6781\u533a\uff0c\u7535\u6d41\u5bc6\u5ea6\u9aa4\u589e\u3002 \n - \u7f1d\u9699\u8150\u8680\u56e0\u6c27\u6c14\u8017\u5c3d\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\u4fc3\u8150\u8680\u3002 \n - SCC\u56e0\u62c9\u5e94\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680 \n - \u7535\u5076\u8150\u8680\u56e0\u4e0d\u540c\u91d1\u5c5e\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u6d77\u6c34\u9ad8\u5bfc\u7535\u6027\u4fc3\u8fdb\u7535\u5b50\u548c\u79bb\u5b50\u4f20\u8f93\uff0c\u52a0\u5feb\u8150\u8680\u901f\u7387\u3002\n\n4. \u6c14\u8680\u8150\u8680 \n - \u6c14\u6ce1\u7206\u88c2\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u5982\u87ba\u65cb\u6868\u3001\u6cf5\u53f6\u8f6e\u662f\u9ad8\u53d1\u533a\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u751f\u7269\u819c\u9020\u6210\u6c27\u6c14\u5206\u5e03\u4e0d\u5747\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u6c60\u3002\n\n\u4e09\u3001\u8239\u8236\u6750\u6599\u8150\u8680\u73b0\u72b6\n\n1. \u78b3\u94a2\u53ca\u4f4e\u5408\u91d1\u94a2\u4e3a\u4e3b\u6750\uff0c\u5747\u5300\u8150\u8680\u548c\u5c40\u90e8\u8150\u8680\u4e3a\u4e3b\u8981\u8150\u8680\u5f62\u5f0f\uff0c\u53d7\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u5f71\u54cd\u663e\u8457\u3002 \n2. \u4e0d\u9508\u94a2\u53ca\u9ad8\u5408\u91d1\u6750\u6599\u867d\u5177\u949d\u5316\u80fd\u529b\uff0c\u4f46\u9ad8\u6c2f\u79bb\u5b50\u73af\u5883\u53ca\u5e94\u529b\u4f5c\u7528\u4e0b\u4ecd\u6613\u53d1\u751f\u5c40\u90e8\u8150\u8680\u548cSCC\u3002 \n3. \u591a\u91d1\u5c5e\u63a5\u89e6\u666e\u904d\uff0c\u7535\u5076\u8150\u8680\u7a81\u51fa\uff0c\u710a\u7f1d\u53ca\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u4e3a\u91cd\u70b9\u9632\u62a4\u533a\u57df\u3002 \n4. \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u6c14\u8680\u8150\u8680\u663e\u8457\uff0c\u5f71\u54cd\u5bff\u547d\u548c\u6027\u80fd\u3002 \n5. \u5fae\u751f\u7269\u8150\u8680\u5728\u5c01\u95ed\u7cfb\u7edf\u5448\u589e\u957f\u8d8b\u52bf\uff0c\u4f20\u7edf\u9632\u62a4\u63aa\u65bd\u6548\u679c\u6709\u9650\u3002\n\n\u56db\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u9632\u62a4\u6280\u672f\u5efa\u8bae\n\n1. \u5747\u5300\u8150\u8680\u9632\u62a4 \n - \u9009\u7528316L\u4e0d\u9508\u94a2\u3001\u8010\u8680\u94dd\u5408\u91d1\u3001\u9ad8\u6027\u80fd\u4f4e\u5408\u91d1\u94a2\uff0c\u786e\u4fdd\u949d\u5316\u819c\u7a33\u5b9a\u3002 \n - \u91c7\u7528\u591a\u5c42\u9ad8\u6027\u80fd\u9632\u8150\u6d82\u5c42\uff0c\u55b7\u7802\u55b7\u4e38\u9884\u5904\u7406\u63d0\u5347\u9644\u7740\u529b\u3002 \n - \u5e94\u7528\u727a\u7272\u9633\u6781\u6216\u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff0c\u786e\u4fdd\u5747\u5300\u8986\u76d6\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u5408\u7406\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u6d82\u5c42\u65bd\u5de5\u3002\n\n2. \u5c40\u90e8\u8150\u8680\u9632\u62a4 \n - \u70b9\u8680\uff1a\u9009\u7528\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\u53ca\u949b\u5408\u91d1\uff0c\u5f3a\u5316\u6d82\u5c42\u5b8c\u6574\u6027\uff0c\u907f\u514d\u5c16\u9510\u89d2\u548c\u7f3a\u9677\u3002 \n - \u7f1d\u9699\u8150\u8680\uff1a\u5408\u7406\u710a\u63a5\u6d88\u9664\u7f1d\u9699\uff0c\u91c7\u7528\u5bc6\u5c01\u80f6\u5bc6\u5c01\uff0c\u5b9a\u671f\u6e05\u6d17\u7ef4\u62a4\u3002 \n - SCC\uff1a\u4f18\u5316\u710a\u63a5\u5de5\u827a\uff0c\u710a\u540e\u70ed\u5904\u7406\u6d88\u9664\u5e94\u529b\uff0c\u9009\u7528\u6297SCC\u6750\u6599\uff0c\u8bbe\u8ba1\u51cf\u5c0f\u5e94\u529b\u96c6\u4e2d\uff0c\u7ed3\u5408\u9634\u6781\u4fdd\u62a4\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\u9632\u62a4 \n - \u907f\u514d\u5f02\u79cd\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u9694\u79bb\u3002 \n - \u9009\u62e9\u7535\u4f4d\u76f8\u8fd1\u6750\u6599\u7ec4\u5408\uff0c\u949d\u5316\u5904\u7406\u8868\u9762\u3002 \n - \u9634\u6781\u4fdd\u62a4\u8986\u76d6\u710a\u7f1d\u548c\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u3002\n\n4. \u6c14\u8680\u8150\u8680\u9632\u62a4 \n - \u9009\u7528\u9ad8\u5f3a\u5ea6\u8010\u78e8\u6750\u6599\u53ca\u786c\u8d28\u6d82\u5c42\u3002 \n - \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff0c\u51cf\u5c11\u6c14\u6ce1\u5f62\u6210\u3002 \n - \u5b9a\u671f\u68c0\u6d4b\u4fee\u590d\uff0c\u91c7\u7528\u5728\u7ebf\u76d1\u6d4b\u9884\u8b66\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\u9632\u62a4 \n - \u91c7\u7528\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u7684\u6297\u83cc\u6d82\u5c42\uff0c\u9009\u7528\u8010MIC\u6750\u6599\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u826f\u597d\u6392\u6c34\u901a\u98ce\uff0c\u907f\u514d\u6b7b\u89d2\u79ef\u6c34\u3002 \n - \u5b9a\u671f\u6e05\u6d17\u6d88\u6bd2\uff0c\u5408\u7406\u6295\u52a0\u751f\u7269\u6740\u706d\u5242\u3002 \n - \u9634\u6781\u4fdd\u62a4\u964d\u4f4e\u91d1\u5c5e\u8868\u9762\u7535\u4f4d\u6291\u5236MIC\u3002 \n - \u5efa\u7acb\u5fae\u751f\u7269\u8150\u8680\u76d1\u6d4b\u4f53\u7cfb\u3002\n\n6. \u7efc\u5408\u9632\u62a4\u7b56\u7565 \n - \u7ed3\u5408\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u8868\u9762\u5904\u7406\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u7ba1\u7406\u591a\u5c42\u6b21\u534f\u540c\u9632\u62a4\u3002 \n - \u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u5236\u5b9a\u5dee\u5f02\u5316\u65b9\u6848\uff0c\u91cd\u70b9\u9632\u62a4\u9ad8\u98ce\u9669\u90e8\u4f4d\u3002 \n - \u52a8\u6001\u8c03\u6574\u9632\u62a4\u65b9\u6848\uff0c\u5f3a\u5316\u8150\u8680\u76d1\u6d4b\u548c\u9690\u60a3\u6392\u67e5\u3002\n\n\u4e94\u3001\u603b\u7ed3\n\n\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u662f\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u4f5c\u7528\u7684\u590d\u6742\u8fc7\u7a0b\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4e3a\u6838\u5fc3\u9a71\u52a8\u529b\uff0c\u73af\u5883\u56e0\u7d20\u548c\u673a\u68b0\u5e94\u529b\u5171\u540c\u5f71\u54cd\u8150\u8680\u5f62\u5f0f\u548c\u901f\u7387\u3002\u901a\u8fc7\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u548c\u6df1\u5165\u673a\u7406\u5206\u6790\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u6750\u6599\u6280\u672f\u548c\u79d1\u5b66\u7684\u9632\u62a4\u63aa\u65bd\uff0c\u80fd\u591f\u6709\u6548\u904f\u5236\u8150\u8680\u53d1\u5c55\uff0c\u5ef6\u957f\u8239\u8236\u4f7f\u7528\u5bff\u547d\uff0c\u63d0\u9ad8\u5b89\u5168\u6027\u3002\u540e\u7eed\u5de5\u4f5c\u5e94\u57fa\u4e8e\u672c\u62a5\u544a\u5185\u5bb9\uff0c\u5236\u5b9a\u5177\u4f53\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u4e0e\u5e94\u7528\u6307\u5bfc\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u9886\u57df\u8150\u8680\u9632\u62a4\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708" + }, + { + "LogNodeType": "step", + "NodeId": "\u8150\u8680\u673a\u7406\u5206\u6790", + "InputName_List": [ + "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a" + ], + "OutputName": "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a", + "chatLog": [], + "inputObject_Record": [ + { + "\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a": "\u4e00\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u7c7b\u578b\u7ec6\u5316\u5206\u7c7b\n\n1. \u5747\u5300\u8150\u8680\uff08Uniform Corrosion\uff09 \n - \u7279\u70b9\uff1a\u91d1\u5c5e\u8868\u9762\u6574\u4f53\u5747\u5300\u8150\u8680\uff0c\u6750\u6599\u539a\u5ea6\u5747\u5300\u51cf\u8584\uff0c\u4e3b\u8981\u53d1\u751f\u5728\u78b3\u94a2\u8239\u4f53\u7ed3\u6784\u3002 \n - \u7ec6\u5206\u7c7b\u578b\uff1a\u5178\u578b\u5747\u5300\u6c27\u5316\u8150\u8680\u3001\u7535\u5316\u5b66\u5747\u5300\u8150\u8680\uff08\u6eb6\u89e3\u6c27\u8fd8\u539f\u9a71\u52a8\uff09\u3002\n\n2. \u5c40\u90e8\u8150\u8680\uff08Localized Corrosion\uff09 \n - \u70b9\u8680\uff08Pitting Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f62\u6210\u5c40\u90e8\u9633\u6781\uff0c\u7535\u6d41\u5bc6\u5ea6\u6781\u9ad8\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u3002 \n - \u7ec6\u5316\uff1a\u5f00\u653e\u6d77\u6c34\u73af\u5883\u70b9\u8680\u3001\u542b\u6c2f\u51b7\u5374\u6c34\u7cfb\u7edf\u70b9\u8680\u3002 \n - \u7f1d\u9699\u8150\u8680\uff08Crevice Corrosion\uff09 \n - \u673a\u7406\uff1a\u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\uff0c\u4fc3\u8150\u8680\u52a0\u5267\u3002 \n - \u7ec6\u5316\uff1a\u710a\u7f1d\u7f1d\u9699\u8150\u8680\u3001\u7ed3\u6784\u8fde\u63a5\u4ef6\u7f1d\u9699\u8150\u8680\u3002 \n - \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n - \u673a\u7406\uff1a\u62c9\u5e94\u529b\u5bfc\u81f4\u949d\u5316\u819c\u7834\u88c2\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002 \n - \u7ec6\u5316\uff1a\u6c2f\u5316\u7269\u73af\u5883SCC\u3001\u9ad8\u5f3a\u5ea6\u94a2\u6750SCC\u3001\u710a\u63a5\u6b8b\u4f59\u5e94\u529b\u8bf1\u53d1SCC\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\uff08Electrochemical Corrosion\uff09 \n - \u7535\u5076\u8150\u8680\uff08Galvanic Corrosion\uff09 \n - \u673a\u7406\uff1a\u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u7ec6\u5316\uff1a\u5f02\u79cd\u91d1\u5c5e\u63a5\u89e6\u8150\u8680\uff08\u94a2-\u94dc\u3001\u94a2-\u94dd\uff09\u3001\u710a\u7f1d\u4e0e\u6bcd\u6750\u7535\u5076\u8150\u8680\u3002 \n - \u5c40\u90e8\u7535\u6c60\u8150\u8680 \n - \u673a\u7406\uff1a\u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u6c60\u5f62\u6210\u3002\n\n4. \u6c14\u8680\u8150\u8680\uff08Cavitation Corrosion\uff09 \n - \u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u7ec6\u5316\uff1a\u87ba\u65cb\u6868\u6c14\u8680\u8150\u8680\u3001\u6cf5\u53f6\u8f6e\u6c14\u8680\u8150\u8680\u3001\u9ad8\u901f\u6d41\u4f53\u7ba1\u9053\u5c40\u90e8\u6c14\u8680\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u673a\u7406\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u7ec6\u5316\uff1a\u786b\u9178\u76d0\u8fd8\u539f\u83cc\u5f15\u8d77\u7684\u786b\u5316\u7269\u8150\u8680\u3001\u4ea7\u9178\u83cc\u8150\u8680\u3001\u751f\u7269\u819c\u76f8\u5173\u7535\u5316\u5b66\u8150\u8680\u3002\n\n\u4e8c\u3001\u4e3b\u8981\u8150\u8680\u6210\u56e0\u7684\u7535\u5316\u5b66\u4e0e\u73af\u5883\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680 \n - \u7535\u6781\u53cd\u5e94\u5747\u5300\u5206\u5e03\uff0c\u9633\u6781\u91d1\u5c5e\u6c27\u5316\u4e0e\u9634\u6781\u6eb6\u89e3\u6c27\u8fd8\u539f\u540c\u6b65\u8fdb\u884c\u3002 \n - \u9ad8\u76d0\u5ea6\u3001\u6e29\u5ea6\u63d0\u5347\u53ca\u6d41\u901f\u52a0\u5feb\u5747\u4fc3\u8fdb\u8150\u8680\u53cd\u5e94\u901f\u7387\u3002 \n - \u949d\u5316\u819c\u8584\u5f31\u6216\u7834\u574f\u5bfc\u81f4\u6301\u7eed\u8150\u8680\u3002\n\n2. \u5c40\u90e8\u8150\u8680 \n - \u70b9\u8680\u7531\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f15\u53d1\u5c40\u90e8\u9633\u6781\u533a\uff0c\u7535\u6d41\u5bc6\u5ea6\u9aa4\u589e\u3002 \n - \u7f1d\u9699\u8150\u8680\u56e0\u6c27\u6c14\u8017\u5c3d\u5f62\u6210\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\u4fc3\u8150\u8680\u3002 \n - SCC\u56e0\u62c9\u5e94\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u88c2\u7eb9\u6269\u5c55\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680 \n - \u7535\u5076\u8150\u8680\u56e0\u4e0d\u540c\u91d1\u5c5e\u7535\u4f4d\u5dee\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\u3002 \n - \u6d77\u6c34\u9ad8\u5bfc\u7535\u6027\u4fc3\u8fdb\u7535\u5b50\u548c\u79bb\u5b50\u4f20\u8f93\uff0c\u52a0\u5feb\u8150\u8680\u901f\u7387\u3002\n\n4. \u6c14\u8680\u8150\u8680 \n - \u6c14\u6ce1\u7206\u88c2\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u3002 \n - \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u5982\u87ba\u65cb\u6868\u3001\u6cf5\u53f6\u8f6e\u662f\u9ad8\u53d1\u533a\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff0c\u5f62\u6210\u751f\u7269\u819c\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u3002 \n - \u751f\u7269\u819c\u9020\u6210\u6c27\u6c14\u5206\u5e03\u4e0d\u5747\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u6c60\u3002\n\n\u4e09\u3001\u8239\u8236\u6750\u6599\u8150\u8680\u73b0\u72b6\n\n1. \u78b3\u94a2\u53ca\u4f4e\u5408\u91d1\u94a2\u4e3a\u4e3b\u6750\uff0c\u5747\u5300\u8150\u8680\u548c\u5c40\u90e8\u8150\u8680\u4e3a\u4e3b\u8981\u8150\u8680\u5f62\u5f0f\uff0c\u53d7\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u5f71\u54cd\u663e\u8457\u3002 \n2. \u4e0d\u9508\u94a2\u53ca\u9ad8\u5408\u91d1\u6750\u6599\u867d\u5177\u949d\u5316\u80fd\u529b\uff0c\u4f46\u9ad8\u6c2f\u79bb\u5b50\u73af\u5883\u53ca\u5e94\u529b\u4f5c\u7528\u4e0b\u4ecd\u6613\u53d1\u751f\u5c40\u90e8\u8150\u8680\u548cSCC\u3002 \n3. \u591a\u91d1\u5c5e\u63a5\u89e6\u666e\u904d\uff0c\u7535\u5076\u8150\u8680\u7a81\u51fa\uff0c\u710a\u7f1d\u53ca\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u4e3a\u91cd\u70b9\u9632\u62a4\u533a\u57df\u3002 \n4. \u9ad8\u901f\u6d41\u4f53\u8bbe\u5907\u6c14\u8680\u8150\u8680\u663e\u8457\uff0c\u5f71\u54cd\u5bff\u547d\u548c\u6027\u80fd\u3002 \n5. \u5fae\u751f\u7269\u8150\u8680\u5728\u5c01\u95ed\u7cfb\u7edf\u5448\u589e\u957f\u8d8b\u52bf\uff0c\u4f20\u7edf\u9632\u62a4\u63aa\u65bd\u6548\u679c\u6709\u9650\u3002\n\n\u56db\u3001\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u9632\u62a4\u6280\u672f\u5efa\u8bae\n\n1. \u5747\u5300\u8150\u8680\u9632\u62a4 \n - \u9009\u7528316L\u4e0d\u9508\u94a2\u3001\u8010\u8680\u94dd\u5408\u91d1\u3001\u9ad8\u6027\u80fd\u4f4e\u5408\u91d1\u94a2\uff0c\u786e\u4fdd\u949d\u5316\u819c\u7a33\u5b9a\u3002 \n - \u91c7\u7528\u591a\u5c42\u9ad8\u6027\u80fd\u9632\u8150\u6d82\u5c42\uff0c\u55b7\u7802\u55b7\u4e38\u9884\u5904\u7406\u63d0\u5347\u9644\u7740\u529b\u3002 \n - \u5e94\u7528\u727a\u7272\u9633\u6781\u6216\u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff0c\u786e\u4fdd\u5747\u5300\u8986\u76d6\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u5408\u7406\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u6d82\u5c42\u65bd\u5de5\u3002\n\n2. \u5c40\u90e8\u8150\u8680\u9632\u62a4 \n - \u70b9\u8680\uff1a\u9009\u7528\u4f4e\u78b3\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\u53ca\u949b\u5408\u91d1\uff0c\u5f3a\u5316\u6d82\u5c42\u5b8c\u6574\u6027\uff0c\u907f\u514d\u5c16\u9510\u89d2\u548c\u7f3a\u9677\u3002 \n - \u7f1d\u9699\u8150\u8680\uff1a\u5408\u7406\u710a\u63a5\u6d88\u9664\u7f1d\u9699\uff0c\u91c7\u7528\u5bc6\u5c01\u80f6\u5bc6\u5c01\uff0c\u5b9a\u671f\u6e05\u6d17\u7ef4\u62a4\u3002 \n - SCC\uff1a\u4f18\u5316\u710a\u63a5\u5de5\u827a\uff0c\u710a\u540e\u70ed\u5904\u7406\u6d88\u9664\u5e94\u529b\uff0c\u9009\u7528\u6297SCC\u6750\u6599\uff0c\u8bbe\u8ba1\u51cf\u5c0f\u5e94\u529b\u96c6\u4e2d\uff0c\u7ed3\u5408\u9634\u6781\u4fdd\u62a4\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\u9632\u62a4 \n - \u907f\u514d\u5f02\u79cd\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u9694\u79bb\u3002 \n - \u9009\u62e9\u7535\u4f4d\u76f8\u8fd1\u6750\u6599\u7ec4\u5408\uff0c\u949d\u5316\u5904\u7406\u8868\u9762\u3002 \n - \u9634\u6781\u4fdd\u62a4\u8986\u76d6\u710a\u7f1d\u548c\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u3002\n\n4. \u6c14\u8680\u8150\u8680\u9632\u62a4 \n - \u9009\u7528\u9ad8\u5f3a\u5ea6\u8010\u78e8\u6750\u6599\u53ca\u786c\u8d28\u6d82\u5c42\u3002 \n - \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff0c\u51cf\u5c11\u6c14\u6ce1\u5f62\u6210\u3002 \n - \u5b9a\u671f\u68c0\u6d4b\u4fee\u590d\uff0c\u91c7\u7528\u5728\u7ebf\u76d1\u6d4b\u9884\u8b66\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\u9632\u62a4 \n - \u91c7\u7528\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u7684\u6297\u83cc\u6d82\u5c42\uff0c\u9009\u7528\u8010MIC\u6750\u6599\u3002 \n - \u7ed3\u6784\u8bbe\u8ba1\u826f\u597d\u6392\u6c34\u901a\u98ce\uff0c\u907f\u514d\u6b7b\u89d2\u79ef\u6c34\u3002 \n - \u5b9a\u671f\u6e05\u6d17\u6d88\u6bd2\uff0c\u5408\u7406\u6295\u52a0\u751f\u7269\u6740\u706d\u5242\u3002 \n - \u9634\u6781\u4fdd\u62a4\u964d\u4f4e\u91d1\u5c5e\u8868\u9762\u7535\u4f4d\u6291\u5236MIC\u3002 \n - \u5efa\u7acb\u5fae\u751f\u7269\u8150\u8680\u76d1\u6d4b\u4f53\u7cfb\u3002\n\n6. \u7efc\u5408\u9632\u62a4\u7b56\u7565 \n - \u7ed3\u5408\u6750\u6599\u9009\u62e9\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u8868\u9762\u5904\u7406\u3001\u9634\u6781\u4fdd\u62a4\u53ca\u7ef4\u62a4\u7ba1\u7406\u591a\u5c42\u6b21\u534f\u540c\u9632\u62a4\u3002 \n - \u9488\u5bf9\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u5236\u5b9a\u5dee\u5f02\u5316\u65b9\u6848\uff0c\u91cd\u70b9\u9632\u62a4\u9ad8\u98ce\u9669\u90e8\u4f4d\u3002 \n - \u52a8\u6001\u8c03\u6574\u9632\u62a4\u65b9\u6848\uff0c\u5f3a\u5316\u8150\u8680\u76d1\u6d4b\u548c\u9690\u60a3\u6392\u67e5\u3002\n\n\u4e94\u3001\u603b\u7ed3\n\n\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u662f\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u4f5c\u7528\u7684\u590d\u6742\u8fc7\u7a0b\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4e3a\u6838\u5fc3\u9a71\u52a8\u529b\uff0c\u73af\u5883\u56e0\u7d20\u548c\u673a\u68b0\u5e94\u529b\u5171\u540c\u5f71\u54cd\u8150\u8680\u5f62\u5f0f\u548c\u901f\u7387\u3002\u901a\u8fc7\u7ec6\u5316\u8150\u8680\u7c7b\u578b\u548c\u6df1\u5165\u673a\u7406\u5206\u6790\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u6750\u6599\u6280\u672f\u548c\u79d1\u5b66\u7684\u9632\u62a4\u63aa\u65bd\uff0c\u80fd\u591f\u6709\u6548\u904f\u5236\u8150\u8680\u53d1\u5c55\uff0c\u5ef6\u957f\u8239\u8236\u4f7f\u7528\u5bff\u547d\uff0c\u63d0\u9ad8\u5b89\u5168\u6027\u3002\u540e\u7eed\u5de5\u4f5c\u5e94\u57fa\u4e8e\u672c\u62a5\u544a\u5185\u5bb9\uff0c\u5236\u5b9a\u5177\u4f53\u9632\u62a4\u65b9\u6848\u8bbe\u8ba1\u4e0e\u5e94\u7528\u6307\u5bfc\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u9886\u57df\u8150\u8680\u9632\u62a4\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\u4e2d\u5404\u7c7b\u8150\u8680\u7684\u63cf\u8ff0\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u4e0d\u540c\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe\uff1a\n\n1. \u5747\u5300\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe \n - \u5047\u8bbe\u91d1\u5c5e\u8868\u9762\u5904\u4e8e\u70ed\u529b\u5b66\u975e\u5e73\u8861\u72b6\u6001\uff0c\u91d1\u5c5e\u539f\u5b50\u5728\u9633\u6781\u533a\u57df\u4ee5\u4e00\u5b9a\u901f\u7387\u5411\u6eb6\u6db2\u4e2d\u6eb6\u89e3\uff0c\u4f34\u968f\u6c27\u6c14\u5728\u9634\u6781\u533a\u57df\u7684\u8fd8\u539f\u53cd\u5e94\u3002 \n - \u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\u968f\u8150\u8680\u8fdb\u7a0b\u7f13\u6162\u53d8\u5316\uff0c\u949d\u5316\u819c\u7684\u5f62\u6210\u4e0e\u7834\u574f\u53ef\u89c6\u4e3a\u8868\u9762\u81ea\u7531\u80fd\u7684\u5c40\u90e8\u6ce2\u52a8\u3002 \n - \u6eb6\u6db2\u4e2d\u7684\u79bb\u5b50\u6269\u6563\u548c\u7535\u5b50\u4f20\u5bfc\u8fc7\u7a0b\u9075\u5faa\u7edf\u8ba1\u529b\u5b66\u4e2d\u7684\u6269\u6563\u65b9\u7a0b\u548c\u7535\u8377\u8f93\u8fd0\u6a21\u578b\uff0c\u6574\u4f53\u8150\u8680\u901f\u7387\u7531\u754c\u9762\u53cd\u5e94\u52a8\u529b\u5b66\u4e0e\u6269\u6563\u8fc7\u7a0b\u8026\u5408\u51b3\u5b9a\u3002\n\n2. \u5c40\u90e8\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe \n - \u70b9\u8680\uff1a\u5c40\u90e8\u949d\u5316\u819c\u7684\u7834\u88c2\u5f62\u6210\u9ad8\u81ea\u7531\u80fd\u7684\u5c40\u90e8\u9633\u6781\u533a\uff0c\u6c2f\u79bb\u5b50\u901a\u8fc7\u949d\u5316\u819c\u6269\u6563\u5bfc\u81f4\u5c40\u90e8\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u6025\u5267\u589e\u52a0\uff0c\u5f62\u6210\u7eb3\u7c73\u81f3\u5fae\u7c73\u5c3a\u5ea6\u7684\u7535\u6d41\u5bc6\u5ea6\u6781\u9ad8\u7684\u8150\u8680\u5b54\u6d1e\u3002 \n - \u7f1d\u9699\u8150\u8680\uff1a\u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\u5bfc\u81f4\u6c27\u6d53\u5ea6\u68af\u5ea6\u4ea7\u751f\u7535\u5316\u5b66\u7535\u6c60\uff0c\u5c40\u90e8pH\u53d8\u5316\u5f15\u8d77\u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\u7684\u975e\u5747\u5300\u5206\u5e03\uff0c\u4fc3\u4f7f\u91d1\u5c5e\u6eb6\u89e3\u52a0\u5267\u3002 \n - 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\u5c40\u90e8\u7535\u6c60\u8150\u8680\uff1a\u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u89c2\u7535\u6c60\uff0c\u7535\u5b50\u548c\u79bb\u5b50\u5728\u754c\u9762\u5904\u7684\u8f93\u8fd0\u4e0e\u53cd\u5e94\u901f\u7387\u53d7\u7edf\u8ba1\u5206\u5e03\u5f71\u54cd\u3002\n\n4. \u6c14\u8680\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe \n - \u6c14\u6ce1\u5728\u9ad8\u901f\u6d41\u4f53\u4e2d\u5f62\u6210\u3001\u81a8\u80c0\u548c\u7206\u88c2\uff0c\u7206\u88c2\u65f6\u4ea7\u751f\u7684\u673a\u68b0\u51b2\u51fb\u77ac\u65f6\u63d0\u5347\u5c40\u90e8\u5e94\u529b\u548c\u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\uff0c\u7834\u574f\u949d\u5316\u819c\u3002 \n - \u7834\u574f\u540e\u7684\u88f8\u9732\u91d1\u5c5e\u8868\u9762\u66b4\u9732\u4e8e\u7535\u89e3\u8d28\u4e2d\uff0c\u7535\u5316\u5b66\u8150\u8680\u8fc5\u901f\u8fdb\u884c\uff0c\u673a\u68b0\u4e0e\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\u8026\u5408\u52a0\u901f\u6750\u6599\u635f\u4f24\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u7684\u7269\u7406\u673a\u7406\u5047\u8bbe \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff08\u5982pH\u3001\u6c27\u6d53\u5ea6\uff09\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u6781\u7535\u4f4d\u548c\u81ea\u7531\u80fd\u5206\u5e03\u53d8\u5316\u3002 \n - \u751f\u7269\u819c\u5f62\u6210\u5bfc\u81f4\u6c27\u6c14\u548c\u79bb\u5b50\u7684\u6269\u6563\u53d7\u9650\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u5316\u5b66\u7535\u6c60\uff0c\u8150\u8680\u53cd\u5e94\u52a8\u529b\u5b66\u53d7\u751f\u7269\u819c\u7ed3\u6784\u548c\u4ee3\u8c22\u6d3b\u52a8\u8c03\u63a7\u3002 \n - 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\n\u6240\u6709\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5747\u53ef\u5f52\u7ed3\u4e3a\u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\u7684\u975e\u5747\u5300\u5206\u5e03\u53ca\u5176\u968f\u73af\u5883\u3001\u673a\u68b0\u5e94\u529b\u548c\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u52a8\u6001\u6f14\u5316\uff0c\u4f34\u968f\u7535\u8377\u548c\u7269\u8d28\u7684\u8f93\u8fd0\u8fc7\u7a0b\u3002\u5229\u7528\u70ed\u529b\u5b66\u7684\u81ea\u7531\u80fd\u5206\u6790\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u8f93\u8fd0\u6a21\u578b\uff0c\u53ef\u4ee5\u5efa\u7acb\u591a\u5c3a\u5ea6\u8150\u8680\u673a\u7406\u6a21\u578b\uff0c\u63ed\u793a\u8150\u8680\u52a8\u529b\u5b66\u89c4\u5f8b\uff0c\u4e3a\u540e\u7eed\u9632\u62a4\u7b56\u7565\u7684\u7406\u8bba\u652f\u6301\u63d0\u4f9b\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": 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4OH\u207b\uff09\uff0c\u4e24\u8005\u53cd\u5e94\u540c\u6b65\u8fdb\u884c\u5f62\u6210\u5747\u5300\u8150\u8680\u7535\u6d41\u3002 \n- \u73af\u5883\u4f5c\u7528\u673a\u7406\uff1a\u9ad8\u76d0\u5ea6\u548c\u6e29\u5ea6\u63d0\u5347\u589e\u52a0\u7535\u89e3\u8d28\u5bfc\u7535\u6027\u548c\u53cd\u5e94\u901f\u7387\uff0c\u6d41\u901f\u52a0\u5feb\u4fc3\u8fdb\u6c27\u6c14\u548c\u8150\u8680\u4ea7\u7269\u7684\u6269\u6563\uff0c\u949d\u5316\u819c\u8584\u5f31\u6216\u7834\u574f\u4f7f\u9633\u6781\u53cd\u5e94\u6301\u7eed\u53d1\u751f\uff0c\u5bfc\u81f4\u5747\u5300\u91d1\u5c5e\u6eb6\u89e3\u3002\n\n\u4e8c\u3001\u5c40\u90e8\u8150\u8680\u673a\u7406\u5047\u8bbe \n1. \u70b9\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u91d1\u5c5e\u949d\u5316\u819c\uff0c\u5f62\u6210\u5c40\u90e8\u9633\u6781\u533a\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u663e\u8457\u5347\u9ad8\uff0c\u91d1\u5c5e\u5feb\u901f\u6eb6\u89e3\u5f62\u6210\u5b54\u6d1e\u3002 \n- 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"\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u6790\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u603b\u4f53\u5408\u7406\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u4e0e\u7535\u5316\u5b66\u57fa\u672c\u539f\u7406\uff0c\u5177\u4f53\u8bc4\u6790\u5982\u4e0b\uff1a\n\n1. **\u7535\u5316\u5b66\u53cd\u5e94\u63cf\u8ff0\u51c6\u786e\u4e14\u7b26\u5408\u70ed\u529b\u5b66\u9a71\u52a8\u529b** \n \u5176\u5bf9\u5747\u5300\u8150\u8680\u4e2d\u9633\u6781\u91d1\u5c5e\u6c27\u5316\u4e0e\u9634\u6781\u6c27\u8fd8\u539f\u53cd\u5e94\u7684\u8026\u5408\u63cf\u8ff0\uff0c\u6e05\u6670\u4f53\u73b0\u4e86\u8150\u8680\u8fc7\u7a0b\u4e2d\u7684\u81ea\u7531\u80fd\u53d8\u5316\u548c\u7535\u8377\u8f6c\u79fb\u8fc7\u7a0b\uff0c\u7b26\u5408\u754c\u9762\u53cd\u5e94\u52a8\u529b\u5b66\u548c\u7535\u6781\u7535\u4f4d\u5dee\u9a71\u52a8\u673a\u5236\uff0c\u7269\u7406\u57fa\u7840\u624e\u5b9e\u3002\n\n2. **\u73af\u5883\u56e0\u7d20\u5bf9\u5c40\u90e8\u8150\u8680\u673a\u7406\u7684\u8c03\u63a7\u5408\u7406** \n \u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u3001\u6c27\u6d53\u5ea6\u68af\u5ea6\u5f62\u6210\u7535\u5316\u5b66\u7535\u6c60\u53capH\u53d8\u5316\u7b49\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u51c6\u786e\u53cd\u6620\u4e86\u754c\u9762\u81ea\u7531\u80fd\u548c\u7535\u5316\u5b66\u52bf\u7684\u5c40\u90e8\u975e\u5747\u5300\u5206\u5e03\uff0c\u8fd9\u4e0e\u7edf\u8ba1\u529b\u5b66\u4e2d\u6269\u6563\u548c\u53cd\u5e94\u901f\u7387\u8026\u5408\u6a21\u578b\u76f8\u7b26\uff0c\u4f53\u73b0\u4e86\u73af\u5883\u5bf9\u8150\u8680\u52a8\u529b\u5b66\u7684\u591a\u5c3a\u5ea6\u5f71\u54cd\u3002\n\n\u7efc\u4e0a\uff0c\u8be5\u673a\u7406\u5047\u8bbe\u5728\u7269\u7406\u548c\u5316\u5b66\u673a\u7406\u4e0a\u5747\u6709\u575a\u5b9e\u57fa\u7840\uff0c\u53ef\u4e3a\u540e\u7eed\u591a\u5c3a\u5ea6\u5efa\u6a21\u63d0\u4f9b\u6709\u6548\u652f\u6301\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u8bc4\u6790\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u8150\u8680\u7c7b\u578b\u7269\u7406\u673a\u7406\u5047\u8bbe\u7684\u5316\u5b66\u5408\u7406\u6027\u53ca\u5b9e\u9a8c\u652f\u6301\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u8150\u8680\u7c7b\u578b\u7269\u7406\u673a\u7406\u5047\u8bbe\uff0c\u5728\u5316\u5b66\u5408\u7406\u6027\u548c\u5b9e\u9a8c\u652f\u6301\u65b9\u9762\u8868\u73b0\u826f\u597d\uff0c\u5177\u4f53\u8bc4\u6790\u5982\u4e0b\uff1a\n\n1. **\u5316\u5b66\u5408\u7406\u6027** \n \u5176\u5bf9\u8150\u8680\u8fc7\u7a0b\u4e2d\u91d1\u5c5e\u9633\u6781\u6c27\u5316\u4e0e\u9634\u6781\u8fd8\u539f\u53cd\u5e94\u7684\u63cf\u8ff0\uff0c\u7b26\u5408\u7ecf\u5178\u7535\u5316\u5b66\u53cd\u5e94\u673a\u7406\uff0c\u7279\u522b\u662f\u70b9\u8680\u4e2d\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\u5f62\u6210\u5c40\u90e8\u9633\u6781\u533a\u7684\u673a\u7406\uff0c\u5df2\u88ab\u5927\u91cf\u7535\u5316\u5b66\u548c\u8868\u9762\u5206\u6790\u5b9e\u9a8c\u9a8c\u8bc1\u3002\u7f1d\u9699\u8150\u8680\u4e2d\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\u548cpH\u53d8\u5316\u5bfc\u81f4\u7684\u5c40\u90e8\u9178\u5316\uff0c\u4e5f\u4e0e\u7535\u5316\u5b66\u6d4b\u91cf\u548c\u5c40\u90e8\u73af\u5883\u76d1\u6d4b\u7ed3\u679c\u76f8\u7b26\u3002\n\n2. **\u5b9e\u9a8c\u652f\u6301** \n \u6c14\u8680\u8150\u8680\u4e2d\u6c14\u6ce1\u7206\u88c2\u673a\u68b0\u51b2\u51fb\u7834\u574f\u949d\u5316\u819c\u7684\u5047\u8bbe\uff0c\u5df2\u6709\u9ad8\u901f\u6444\u5f71\u548c\u8868\u9762\u5f62\u8c8c\u5206\u6790\u7684\u5b9e\u9a8c\u6570\u636e\u652f\u6301\uff1b\u5fae\u751f\u7269\u8150\u8680\u4e2d\u751f\u7269\u819c\u5bf9\u5c40\u90e8\u7535\u5316\u5b66\u73af\u5883\u7684\u5f71\u54cd\uff0c\u4e5f\u901a\u8fc7\u7535\u5316\u5b66\u963b\u6297\u8c31\u548c\u5fae\u533a\u5206\u6790\u5f97\u5230\u8bc1\u5b9e\u3002\n\n\u7efc\u4e0a\uff0c\u7269\u7406\u673a\u7406\u5047\u8bbe\u4e0d\u4ec5\u7b26\u5408\u7535\u5316\u5b66\u57fa\u672c\u539f\u7406\uff0c\u4e5f\u5f97\u5230\u4e86\u591a\u79cd\u5b9e\u9a8c\u624b\u6bb5\u7684\u9a8c\u8bc1\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u79d1\u5b66\u652f\u6491\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5206\u6790\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5bf9\u7269\u7406\u673a\u7406\u5047\u8bbe\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5206\u6790\uff0c\u5f3a\u5316\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u7ed3\u5408\uff0c\u7a81\u51fa\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u89c6\u89d2\u4e0b\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u673a\u7406\uff0c\u660e\u786e\u8150\u8680\u8fc7\u7a0b\u4e2d\u7684\u81ea\u7531\u80fd\u53d8\u5316\u3001\u7535\u5316\u5b66\u53cd\u5e94\u52a8\u529b\u5b66\u53ca\u73af\u5883\u8c03\u63a7\u673a\u5236\uff0c\u4e3a\u540e\u7eed\u5efa\u6a21\u548c\u9632\u62a4\u7b56\u7565\u63d0\u4f9b\u66f4\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002\n\n## Improved version of \u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u5206\u6790\n```markdown\n\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u53cd\u9988\uff0c\u73b0\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u4e3b\u8981\u8150\u8680\u7c7b\u578b\u7684\u7269\u7406\u673a\u7406\u8fdb\u884c\u5b8c\u5584\u5206\u6790\uff1a\n\n1. \u5747\u5300\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5206\u6790 \n - **\u81ea\u7531\u80fd\u4e0e\u53cd\u5e94\u52a8\u529b\u5b66**\uff1a\u91d1\u5c5e\u8868\u9762\u5904\u4e8e\u70ed\u529b\u5b66\u975e\u5e73\u8861\u72b6\u6001\uff0c\u9633\u6781\u91d1\u5c5e\u539f\u5b50\u6c27\u5316\u6eb6\u89e3\uff08\u5982Fe \u2192 Fe\u00b2\u207a + 2e\u207b\uff09\u4f34\u968f\u9634\u6781\u6eb6\u89e3\u6c27\u8fd8\u539f\uff08O\u2082 + 4e\u207b + 2H\u2082O \u2192 4OH\u207b\uff09\uff0c\u6574\u4f53\u53cd\u5e94\u9a71\u52a8\u529b\u6765\u6e90\u4e8e\u7535\u6781\u7535\u4f4d\u5dee\u548c\u81ea\u7531\u80fd\u964d\u4f4e\u3002 \n - **\u754c\u9762\u8fc7\u7a0b\u8026\u5408**\uff1a\u949d\u5316\u819c\u7684\u5f62\u6210\u4e0e\u7834\u574f\u8868\u73b0\u4e3a\u8868\u9762\u81ea\u7531\u80fd\u7684\u5c40\u90e8\u6ce2\u52a8\uff0c\u819c\u7684\u7a33\u5b9a\u6027\u5f71\u54cd\u8150\u8680\u52a8\u529b\u5b66\u3002\u6eb6\u6db2\u4e2d\u79bb\u5b50\u6269\u6563\u548c\u7535\u5b50\u4f20\u5bfc\u9075\u5faa\u7edf\u8ba1\u529b\u5b66\u6269\u6563\u65b9\u7a0b\u548c\u7535\u8377\u8f93\u8fd0\u6a21\u578b\uff0c\u754c\u9762\u53cd\u5e94\u901f\u7387\u4e0e\u6269\u6563\u8fc7\u7a0b\u8026\u5408\u51b3\u5b9a\u8150\u8680\u901f\u7387\u3002 \n - **\u73af\u5883\u8c03\u63a7**\uff1a\u76d0\u5ea6\u3001\u6e29\u5ea6\u548c\u6d41\u901f\u63d0\u5347\u589e\u5f3a\u7535\u89e3\u8d28\u5bfc\u7535\u6027\u548c\u53cd\u5e94\u901f\u7387\uff0c\u4fc3\u8fdb\u8150\u8680\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002\n\n2. \u5c40\u90e8\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5206\u6790 \n - **\u70b9\u8680** \n - \u949d\u5316\u819c\u5c40\u90e8\u7834\u88c2\u5f62\u6210\u9ad8\u81ea\u7531\u80fd\u7684\u9633\u6781\u533a\uff0c\u6c2f\u79bb\u5b50\u901a\u8fc7\u949d\u5316\u819c\u6269\u6563\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u6025\u5267\u589e\u52a0\u3002 \n - \u5c40\u90e8\u7535\u6781\u7535\u4f4d\u548c\u81ea\u7531\u80fd\u5206\u5e03\u6781\u4e0d\u5747\u5300\uff0c\u5f62\u6210\u7eb3\u7c73\u81f3\u5fae\u7c73\u5c3a\u5ea6\u7684\u8150\u8680\u5b54\u6d1e\u3002 \n - \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u63cf\u8ff0\u6c2f\u79bb\u5b50\u7a7f\u900f\u548c\u5c40\u90e8\u7535\u5b50\u8f6c\u79fb\u8fc7\u7a0b\uff0c\u53cd\u6620\u8150\u8680\u5b54\u6d1e\u7684\u5f62\u6210\u52a8\u529b\u5b66\u3002 \n - **\u7f1d\u9699\u8150\u8680** \n - \u7f1d\u9699\u5185\u6c27\u6c14\u8017\u5c3d\u4ea7\u751f\u6c27\u6d53\u5ea6\u68af\u5ea6\uff0c\u5f62\u6210\u7535\u5316\u5b66\u7535\u6c60\uff0c\u5c40\u90e8pH\u4e0b\u964d\u5bfc\u81f4\u81ea\u7531\u80fd\u5206\u5e03\u975e\u5747\u5300\uff0c\u91d1\u5c5e\u6eb6\u89e3\u52a0\u5267\u3002 \n - \u7f1d\u9699\u7ed3\u6784\u9650\u5236\u6d41\u4f53\u4ea4\u6362\uff0c\u73af\u5883\u6076\u5316\u5f62\u6210\u6b63\u53cd\u9988\uff0c\u8150\u8680\u901f\u7387\u968f\u65f6\u95f4\u589e\u957f\u3002 \n - **\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09** \n - \u673a\u68b0\u62c9\u5e94\u529b\u4f7f\u949d\u5316\u819c\u5c40\u90e8\u7834\u88c2\uff0c\u88c2\u7eb9\u5c16\u7aef\u91d1\u5c5e\u539f\u5b50\u81ea\u7531\u80fd\u663e\u8457\u5347\u9ad8\u3002 \n - \u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u4e0e\u88c2\u7eb9\u6269\u5c55\u5f62\u6210\u8026\u5408\u6b63\u53cd\u9988\u673a\u5236\u3002 \n - \u7edf\u8ba1\u529b\u5b66\u63cf\u8ff0\u88c2\u7eb9\u6269\u5c55\u8fc7\u7a0b\u4e2d\u7684\u80fd\u91cf\u53d8\u5316\u4e0e\u7269\u8d28\u8f93\u8fd0\uff0c\u63ed\u793a\u5e94\u529b\u4e0e\u8150\u8680\u534f\u540c\u4f5c\u7528\u673a\u7406\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5206\u6790 \n - **\u7535\u5076\u8150\u8680** \n - \u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u95f4\u7535\u6781\u7535\u4f4d\u5dee\u9a71\u52a8\u7535\u5b50\u4ece\u9633\u6781\u6d41\u5411\u9634\u6781\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u6d41\u56de\u8def\u3002 \n - \u9633\u6781\u91d1\u5c5e\u81ea\u7531\u80fd\u964d\u4f4e\uff0c\u4fc3\u8fdb\u5176\u52a0\u901f\u6eb6\u89e3\uff0c\u7535\u5076\u8150\u8680\u901f\u7387\u4e0e\u7535\u4f4d\u5dee\u53ca\u7535\u89e3\u8d28\u5bfc\u7535\u6027\u5bc6\u5207\u76f8\u5173\u3002 \n - **\u5c40\u90e8\u7535\u6c60\u8150\u8680** \n - \u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u4ea7\u751f\u5c40\u90e8\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u89c2\u7535\u6c60\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u53d8\u5316\u5bfc\u81f4\u5c40\u90e8\u8150\u8680\u3002 \n - \u5c40\u90e8\u73af\u5883\u6761\u4ef6\u548c\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u4e92\u4f5c\u7528\uff0c\u5f71\u54cd\u8150\u8680\u52a8\u529b\u5b66\uff0c\u8868\u73b0\u4e3a\u7edf\u8ba1\u5206\u5e03\u7684\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u3002\n\n4. \u6c14\u8680\u8150\u8680\u7684\u7269\u7406\u673a\u7406\u5206\u6790 \n - \u9ad8\u901f\u6d41\u4f53\u4e2d\u6c14\u6ce1\u5f62\u6210\u3001\u81a8\u80c0\u548c\u7206\u88c2\uff0c\u7206\u88c2\u77ac\u65f6\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\uff0c\u663e\u8457\u63d0\u5347\u5c40\u90e8\u5e94\u529b\u548c\u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\uff0c\u7834\u574f\u949d\u5316\u819c\u3002 \n - \u88f8\u9732\u91d1\u5c5e\u8868\u9762\u66b4\u9732\u4e8e\u7535\u89e3\u8d28\u4e2d\uff0c\u7535\u5316\u5b66\u8150\u8680\u8fc5\u901f\u53d1\u751f\uff0c\u673a\u68b0\u635f\u4f24\u4e0e\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\u8026\u5408\u52a0\u901f\u6750\u6599\u635f\u4f24\u3002 \n - \u7edf\u8ba1\u529b\u5b66\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7ed3\u5408\u63cf\u8ff0\u6c14\u6ce1\u52a8\u529b\u5b66\u4e0e\u8150\u8680\u8fc7\u7a0b\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u7684\u7269\u7406\u673a\u7406\u5206\u6790 \n - \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\uff08\u5982\u786b\u5316\u7269\u3001\u9178\uff09\u6539\u53d8\u5c40\u90e8\u5316\u5b66\u73af\u5883\uff08pH\u3001\u6c27\u6d53\u5ea6\uff09\uff0c\u5bfc\u81f4\u5c40\u90e8\u7535\u6781\u7535\u4f4d\u548c\u81ea\u7531\u80fd\u5206\u5e03\u53d8\u5316\u3002 \n - \u751f\u7269\u819c\u5f62\u6210\u9650\u5236\u6c27\u6c14\u548c\u79bb\u5b50\u6269\u6563\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u5316\u5b66\u7535\u6c60\uff0c\u8150\u8680\u52a8\u529b\u5b66\u53d7\u751f\u7269\u819c\u7ed3\u6784\u548c\u4ee3\u8c22\u6d3b\u52a8\u8c03\u63a7\u3002 \n - \u5fae\u89c2\u5c3a\u5ea6\u4e0a\uff0c\u5fae\u751f\u7269\u6d3b\u52a8\u5f15\u53d1\u7684\u5316\u5b66\u52bf\u68af\u5ea6\u9a71\u52a8\u7535\u5b50\u548c\u79bb\u5b50\u8fc1\u79fb\uff0c\u4fc3\u8fdb\u8150\u8680\u53cd\u5e94\uff0c\u4f53\u73b0\u4e3a\u52a8\u6001\u53cd\u9988\u8fc7\u7a0b\u3002 \n - \u7535\u5316\u5b66\u963b\u6297\u8c31\u548c\u5fae\u533a\u5206\u6790\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u751f\u7269\u819c\u5bf9\u7535\u5316\u5b66\u73af\u5883\u7684\u8c03\u63a7\u4f5c\u7528\u3002\n\n**\u603b\u7ed3** \n\u8239\u8236\u6750\u6599\u8150\u8680\u8fc7\u7a0b\u672c\u8d28\u4e0a\u662f\u91d1\u5c5e\u8868\u9762\u81ea\u7531\u80fd\u7684\u975e\u5747\u5300\u5206\u5e03\u53ca\u5176\u968f\u73af\u5883\u3001\u673a\u68b0\u5e94\u529b\u548c\u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u6f14\u5316\u7684\u4f53\u73b0\u3002\u7535\u5316\u5b66\u53cd\u5e94\u52a8\u529b\u5b66\u4e0e\u7269\u8d28\u8f93\u8fd0\u8fc7\u7a0b\u901a\u8fc7\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u548c\u7edf\u8ba1\u529b\u5b66\u8f93\u8fd0\u6a21\u578b\u591a\u5c3a\u5ea6\u8026\u5408\uff0c\u63ed\u793a\u8150\u8680\u52a8\u529b\u5b66\u89c4\u5f8b\u3002\u73af\u5883\u56e0\u7d20\uff08\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u3001\u6c2f\u79bb\u5b50\u6d53\u5ea6\u3001\u5fae\u751f\u7269\u6d3b\u6027\u7b49\uff09\u548c\u673a\u68b0\u5e94\u529b\u901a\u8fc7\u8c03\u63a7\u754c\u9762\u81ea\u7531\u80fd\u5206\u5e03\u548c\u53cd\u5e94\u52a8\u529b\u5b66\uff0c\u5f62\u6210\u590d\u6742\u7684\u8150\u8680\u673a\u7406\u4f53\u7cfb\u3002\u8be5\u7269\u7406\u673a\u7406\u5206\u6790\u4e3a\u5efa\u7acb\u591a\u5c3a\u5ea6\u8150\u8680\u6a21\u578b\u548c\u8bbe\u8ba1\u9488\u5bf9\u6027\u9632\u62a4\u7b56\u7565\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002\n```" + }, + { + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u5206\u6790\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u5bf9\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u7684\u8ba4\u53ef\u548c\u8865\u5145\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u8150\u8680\u673a\u7406\u5206\u6790\uff0c\u589e\u5f3a\u673a\u7406\u7684\u7cfb\u7edf\u6027\u548c\u79d1\u5b66\u6027\uff0c\u7a81\u51fa\u7535\u5316\u5b66\u53cd\u5e94\u52a8\u529b\u5b66\u4e0e\u73af\u5883\u56e0\u7d20\u7684\u8026\u5408\u673a\u7406\uff0c\u5f3a\u8c03\u591a\u5c3a\u5ea6\u3001\u591a\u56e0\u7d20\u534f\u540c\u4f5c\u7528\u5bf9\u8150\u8680\u8fc7\u7a0b\u7684\u5f71\u54cd\uff0c\u4e3a\u540e\u7eed\u9632\u62a4\u7b56\u7565\u63d0\u4f9b\u66f4\u52a0\u575a\u5b9e\u7684\u7406\u8bba\u4f9d\u636e\u3002\n\n## Improved version of \u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u5206\u6790\n```markdown\n\u57fa\u4e8e\u300a\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\u300b\u5185\u5bb9\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u53cd\u9988\uff0c\u73b0\u5bf9\u8239\u8236\u6750\u6599\u8150\u8680\u7684\u7535\u5316\u5b66\u53ca\u73af\u5883\u4f5c\u7528\u673a\u7406\u8fdb\u884c\u5b8c\u5584\u5206\u6790\uff1a\n\n\u4e00\u3001\u5747\u5300\u8150\u8680\u673a\u7406\u5206\u6790 \n- **\u7535\u5316\u5b66\u53cd\u5e94\u673a\u7406** \n \u91d1\u5c5e\u8868\u9762\u5747\u5300\u53d1\u751f\u9633\u6781\u6c27\u5316\u53cd\u5e94\uff08\u5982Fe \u2192 Fe\u00b2\u207a + 2e\u207b\uff09\uff0c\u540c\u65f6\u6eb6\u89e3\u6c27\u5728\u9634\u6781\u5747\u5300\u8fd8\u539f\uff08O\u2082 + 4e\u207b + 2H\u2082O \u2192 4OH\u207b\uff09\uff0c\u9633\u6781\u4e0e\u9634\u6781\u53cd\u5e94\u540c\u6b65\u8fdb\u884c\uff0c\u5f62\u6210\u5747\u5300\u8150\u8680\u7535\u6d41\u3002 \n- **\u73af\u5883\u8c03\u63a7\u673a\u7406** \n \u9ad8\u76d0\u5ea6\u63d0\u5347\u7535\u89e3\u8d28\u5bfc\u7535\u6027\uff0c\u6e29\u5ea6\u5347\u9ad8\u52a0\u901f\u53cd\u5e94\u901f\u7387\uff0c\u6d41\u901f\u52a0\u5feb\u4fc3\u8fdb\u6c27\u6c14\u548c\u8150\u8680\u4ea7\u7269\u7684\u4f20\u8f93\u4e0e\u6269\u6563\uff0c\u949d\u5316\u819c\u7684\u7a33\u5b9a\u6027\u4e0b\u964d\u6216\u7834\u574f\u5bfc\u81f4\u6301\u7eed\u5747\u5300\u6eb6\u89e3\u3002\u6574\u4f53\u8150\u8680\u901f\u7387\u7531\u7535\u6781\u53cd\u5e94\u52a8\u529b\u5b66\u4e0e\u73af\u5883\u6269\u6563\u8fc7\u7a0b\u8026\u5408\u51b3\u5b9a\u3002\n\n\u4e8c\u3001\u5c40\u90e8\u8150\u8680\u673a\u7406\u5206\u6790 \n1. \u70b9\u8680 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\uff0c\u5f62\u6210\u5c40\u90e8\u9633\u6781\u533a\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u663e\u8457\u5347\u9ad8\uff0c\u91d1\u5c5e\u8fc5\u901f\u6eb6\u89e3\u5f62\u6210\u5b54\u6d1e\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u6c2f\u79bb\u5b50\u9ad8\u6d53\u5ea6\u548c\u6d3b\u8dc3\u8fc1\u79fb\u7834\u574f\u949d\u5316\u819c\uff0c\u5c40\u90e8\u6c27\u6c14\u6d53\u5ea6\u964d\u4f4e\uff0cpH\u53d8\u5316\u4fc3\u4f7f\u9633\u6781\u6eb6\u89e3\u53cd\u5e94\u52a0\u5267\uff0c\u5f62\u6210\u9ad8\u81ea\u7531\u80fd\u5c40\u90e8\u533a\u57df\uff0c\u8150\u8680\u5b54\u6d1e\u968f\u65f6\u95f4\u6269\u5c55\u3002\n\n2. \u7f1d\u9699\u8150\u8680 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u7f1d\u9699\u5185\u90e8\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u9634\u6781\u5916\u90e8\u4e0e\u9633\u6781\u7f1d\u9699\u5185\u90e8\u7684\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u7f1d\u9699\u5185pH\u4e0b\u964d\u5bfc\u81f4\u5c40\u90e8\u9178\u5316\uff0c\u9633\u6781\u6eb6\u89e3\u52a0\u901f\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u7f1d\u9699\u7ed3\u6784\u9650\u5236\u6d41\u4f53\u4ea4\u6362\uff0c\u5bfc\u81f4\u5c40\u90e8\u7f3a\u6c27\u548c\u9178\u6027\u73af\u5883\uff0c\u5f62\u6210\u6b63\u53cd\u9988\u673a\u5236\uff0c\u8150\u8680\u901f\u7387\u968f\u65f6\u95f4\u9012\u589e\u3002\n\n3. \u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u673a\u68b0\u62c9\u5e94\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\u88c2\u7eb9\u5c16\u7aef\uff0c\u5c40\u90e8\u7535\u5316\u5b66\u53cd\u5e94\u52a0\u5267\uff0c\u88c2\u7eb9\u6269\u5c55\u5f62\u6210\u6b63\u53cd\u9988\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u6c2f\u5316\u7269\u7b49\u8150\u8680\u4ecb\u8d28\u4e0e\u673a\u68b0\u5e94\u529b\u534f\u540c\u4f5c\u7528\uff0c\u4fc3\u4f7f\u949d\u5316\u819c\u8106\u5f31\uff0c\u88c2\u7eb9\u5c16\u7aef\u73af\u5883\u6076\u5316\uff0c\u4fc3\u8fdb\u88c2\u7eb9\u6269\u5c55\u548c\u6750\u6599\u65ad\u88c2\u3002\n\n\u4e09\u3001\u7535\u5316\u5b66\u8150\u8680\u673a\u7406\u5206\u6790 \n1. \u7535\u5076\u8150\u8680 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u95f4\u5b58\u5728\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u7535\u5b50\u4ece\u9633\u6781\uff08\u91d1\u5c5e\u7535\u4f4d\u4f4e\u8005\uff09\u6d41\u5411\u9634\u6781\uff0c\u9633\u6781\u91d1\u5c5e\u52a0\u901f\u6eb6\u89e3\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u6d77\u6c34\u9ad8\u5bfc\u7535\u6027\u589e\u5f3a\u7535\u5b50\u4e0e\u79bb\u5b50\u4f20\u8f93\u6548\u7387\uff0c\u52a0\u5feb\u7535\u5076\u8150\u8680\u8fc7\u7a0b\uff0c\u5c24\u5176\u5728\u710a\u7f1d\u53ca\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u5904\u8150\u8680\u663e\u8457\u3002\n\n2. \u5c40\u90e8\u7535\u6c60\u8150\u8680 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u89c2\u7535\u6c60\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u53d8\u5316\u5bfc\u81f4\u5c40\u90e8\u8150\u8680\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u5c40\u90e8\u73af\u5883\uff08\u5982\u6c27\u542b\u91cf\u3001\u79bb\u5b50\u6d53\u5ea6\uff09\u4e0e\u6750\u6599\u5fae\u7ed3\u6784\u76f8\u4e92\u4f5c\u7528\uff0c\u5f71\u54cd\u8150\u8680\u52a8\u529b\u5b66\uff0c\u5448\u73b0\u7edf\u8ba1\u5206\u5e03\u7279\u5f81\u3002\n\n\u56db\u3001\u6c14\u8680\u8150\u8680\u673a\u7406\u5206\u6790 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u6c14\u6ce1\u7206\u88c2\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\u8868\u9762\uff0c\u7535\u5316\u5b66\u8150\u8680\u8fc5\u901f\u8fdb\u884c\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u9ad8\u901f\u6d41\u4f53\u52a8\u529b\u4ea7\u751f\u6c14\u6ce1\uff0c\u7206\u88c2\u65f6\u673a\u68b0\u51b2\u51fb\u63d0\u5347\u5c40\u90e8\u5e94\u529b\u548c\u91d1\u5c5e\u81ea\u7531\u80fd\uff0c\u673a\u68b0\u7834\u574f\u4e0e\u7535\u5316\u5b66\u8150\u8680\u534f\u540c\u52a0\u901f\u6750\u6599\u635f\u4f24\u3002\n\n\u4e94\u3001\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u673a\u7406\u5206\u6790 \n- **\u7535\u5316\u5b66\u673a\u7406** \n \u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\uff08\u786b\u5316\u7269\u3001\u9178\u7b49\uff09\u6539\u53d8\u5c40\u90e8\u7535\u6781\u7535\u4f4d\u548cpH\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u5316\u5b66\u7535\u6c60\uff0c\u4fc3\u8fdb\u5c40\u90e8\u8150\u8680\u3002 \n- **\u73af\u5883\u673a\u7406** \n \u751f\u7269\u819c\u5f62\u6210\u9650\u5236\u6c27\u6c14\u548c\u79bb\u5b50\u6269\u6563\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u68af\u5ea6\u548c\u5316\u5b66\u52bf\u5dee\uff0c\u8150\u8680\u52a8\u529b\u5b66\u53d7\u751f\u7269\u819c\u7ed3\u6784\u548c\u4ee3\u8c22\u6d3b\u52a8\u8c03\u63a7\uff0c\u5f62\u6210\u52a8\u6001\u53cd\u9988\u4fc3\u8fdb\u8150\u8680\u3002\n\n\u603b\u7ed3\uff1a \n\u8239\u8236\u6750\u6599\u8150\u8680\u7684\u6838\u5fc3\u673a\u7406\u4e3a\u91d1\u5c5e\u9633\u6781\u6c27\u5316\u4e0e\u9634\u6781\u8fd8\u539f\u53cd\u5e94\u7684\u7535\u5316\u5b66\u8026\u5408\uff0c\u73af\u5883\u56e0\u7d20\uff08\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u3001\u6c2f\u79bb\u5b50\u6d53\u5ea6\u3001\u5fae\u751f\u7269\u6d3b\u6027\uff09\u901a\u8fc7\u8c03\u63a7\u7535\u89e3\u8d28\u6027\u8d28\u548c\u5c40\u90e8\u73af\u5883\uff0c\u5f71\u54cd\u53cd\u5e94\u901f\u7387\u548c\u8150\u8680\u5f62\u5f0f\u3002\u673a\u68b0\u5e94\u529b\u548c\u7ed3\u6784\u56e0\u7d20\u5bfc\u81f4\u949d\u5316\u819c\u7834\u574f\u548c\u5c40\u90e8\u73af\u5883\u6076\u5316\uff0c\u5f62\u6210\u591a\u56e0\u7d20\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u590d\u6742\u8150\u8680\u8fc7\u7a0b\u3002\u8be5\u673a\u7406\u5206\u6790\u4e3a\u591a\u5c3a\u5ea6\u8150\u8680\u6a21\u578b\u7684\u5efa\u7acb\u548c\u9488\u5bf9\u6027\u9632\u62a4\u7b56\u7565\u7684\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u79d1\u5b66\u6307\u5bfc\u3002\n```\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6574\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u4e0d\u540c\u7c7b\u578b\u7684\u7269\u7406\u4e0e\u7535\u5316\u5b66\u673a\u7406\u5206\u6790\uff0c\u73b0\u5c06\u4e24\u8005\u6210\u679c\u7cfb\u7edf\u6574\u5408\uff0c\u5f62\u6210\u4e00\u4efd\u5b8c\u6574\u7684\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u3002\u8be5\u62a5\u544a\u57fa\u4e8e\u70ed\u529b\u5b66\u3001\u7edf\u8ba1\u529b\u5b66\u3001\u7535\u5316\u5b66\u57fa\u7840\u548c\u73af\u5883\u4f5c\u7528\u673a\u7406\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86\u5747\u5300\u8150\u8680\u3001\u5c40\u90e8\u8150\u8680\u3001\u7535\u5316\u5b66\u8150\u8680\u3001\u6c14\u8680\u8150\u8680\u53ca\u5fae\u751f\u7269\u8150\u8680\u7684\u673a\u7406\u7279\u5f81\uff0c\u5f3a\u8c03\u4e86\u591a\u5c3a\u5ea6\u3001\u591a\u56e0\u7d20\u8026\u5408\u4f5c\u7528\u5bf9\u8150\u8680\u8fc7\u7a0b\u7684\u9a71\u52a8\u673a\u5236\uff0c\u4e3a\u540e\u7eed\u8150\u8680\u6a21\u578b\u5efa\u7acb\u548c\u9632\u62a4\u7b56\u7565\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u3002\n\n```\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\n\u4e00\u3001\u5f15\u8a00 \n\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u662f\u4e00\u4e2a\u590d\u6742\u7684\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u8fc7\u7a0b\u3002\u8150\u8680\u7684\u6839\u672c\u9a71\u52a8\u529b\u4e3a\u7535\u5316\u5b66\u53cd\u5e94\uff0c\u73af\u5883\u56e0\u7d20\u548c\u673a\u68b0\u5e94\u529b\u7b49\u5916\u754c\u6761\u4ef6\u8c03\u63a7\u8150\u8680\u52a8\u529b\u5b66\u548c\u5f62\u5f0f\u3002\u57fa\u4e8e\u300a\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\u300b\u53ca\u591a\u5b66\u79d1\u5206\u6790\uff0c\u73b0\u7cfb\u7edf\u603b\u7ed3\u8239\u8236\u6750\u6599\u8150\u8680\u7684\u7269\u7406\u4e0e\u7535\u5316\u5b66\u673a\u7406\u3002\n\n\u4e8c\u3001\u8150\u8680\u7c7b\u578b\u53ca\u5176\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u91d1\u5c5e\u8868\u9762\u5747\u5300\u53d1\u751f\u9633\u6781\u6c27\u5316\u53cd\u5e94\uff08\u4f8b\u5982Fe \u2192 Fe\u00b2\u207a + 2e\u207b\uff09\uff0c\u4f34\u968f\u6eb6\u89e3\u6c27\u5728\u9634\u6781\u5747\u5300\u8fd8\u539f\uff08O\u2082 + 4e\u207b + 2H\u2082O \u2192 4OH\u207b\uff09\u3002\u9633\u6781\u4e0e\u9634\u6781\u53cd\u5e94\u540c\u6b65\u8fdb\u884c\uff0c\u5f62\u6210\u5747\u5300\u8150\u8680\u7535\u6d41\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u91d1\u5c5e\u8868\u9762\u5904\u4e8e\u70ed\u529b\u5b66\u975e\u5e73\u8861\u72b6\u6001\uff0c\u949d\u5316\u819c\u7684\u5f62\u6210\u4e0e\u7834\u574f\u8868\u73b0\u4e3a\u8868\u9762\u81ea\u7531\u80fd\u7684\u5c40\u90e8\u6ce2\u52a8\uff0c\u79bb\u5b50\u6269\u6563\u548c\u7535\u5b50\u4f20\u5bfc\u9075\u5faa\u7edf\u8ba1\u529b\u5b66\u8f93\u8fd0\u6a21\u578b\uff0c\u754c\u9762\u53cd\u5e94\u901f\u7387\u4e0e\u6269\u6563\u8fc7\u7a0b\u8026\u5408\u51b3\u5b9a\u8150\u8680\u901f\u7387\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u76d0\u5ea6\u3001\u6e29\u5ea6\u548c\u6d41\u901f\u63d0\u5347\u589e\u5f3a\u7535\u89e3\u8d28\u5bfc\u7535\u6027\u548c\u53cd\u5e94\u901f\u7387\uff0c\u4fc3\u8fdb\u8150\u8680\u52a8\u529b\u5b66\u3002\n\n2. \u5c40\u90e8\u8150\u8680 \n\uff081\uff09\u70b9\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u6c2f\u79bb\u5b50\u7a7f\u900f\u949d\u5316\u819c\uff0c\u5f62\u6210\u9ad8\u81ea\u7531\u80fd\u5c40\u90e8\u9633\u6781\u533a\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u6025\u5267\u589e\u52a0\uff0c\u5bfc\u81f4\u6df1\u5b54\u6d1e\u5f62\u6210\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u5c40\u90e8\u949d\u5316\u819c\u7834\u88c2\u5f15\u8d77\u81ea\u7531\u80fd\u6781\u4e0d\u5747\u5300\u5206\u5e03\uff0c\u6c2f\u79bb\u5b50\u6269\u6563\u548c\u7535\u5b50\u8f6c\u79fb\u8fc7\u7a0b\u8868\u73b0\u4e3a\u7edf\u8ba1\u529b\u5b66\u4e2d\u7684\u6269\u6563\u548c\u8dc3\u8fc1\u52a8\u529b\u5b66\uff0c\u8150\u8680\u5b54\u6d1e\u5448\u7eb3\u7c73\u81f3\u5fae\u7c73\u5c3a\u5ea6\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u6c2f\u79bb\u5b50\u9ad8\u6d53\u5ea6\u53ca\u6d3b\u8dc3\u8fc1\u79fb\u7834\u574f\u949d\u5316\u819c\uff0c\u5c40\u90e8\u6c27\u6c14\u6d53\u5ea6\u964d\u4f4e\u548cpH\u53d8\u5316\u52a0\u5267\u9633\u6781\u6eb6\u89e3\u53cd\u5e94\u3002\n\n\uff082\uff09\u7f1d\u9699\u8150\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u7f1d\u9699\u5185\u90e8\u6c27\u6c14\u8017\u5c3d\uff0c\u5f62\u6210\u9634\u6781\u5916\u90e8\u4e0e\u9633\u6781\u7f1d\u9699\u5185\u90e8\u7684\u6c27\u6d53\u5ea6\u5dee\u7535\u6c60\uff0c\u9633\u6781\u533apH\u4e0b\u964d\uff0c\u5bfc\u81f4\u9178\u5316\u548c\u52a0\u901f\u6eb6\u89e3\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u7f1d\u9699\u9650\u5236\u6d41\u4f53\u4ea4\u6362\uff0c\u5c40\u90e8\u73af\u5883\u6076\u5316\u5f62\u6210\u6b63\u53cd\u9988\uff0c\u5c40\u90e8\u81ea\u7531\u80fd\u5206\u5e03\u6781\u4e0d\u5747\u5300\uff0c\u8150\u8680\u901f\u7387\u968f\u65f6\u95f4\u9012\u589e\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u7ed3\u6784\u9650\u5236\u5bfc\u81f4\u7f3a\u6c27\u3001\u9178\u5316\u73af\u5883\uff0c\u4fc3\u8fdb\u8150\u8680\u3002\n\n\uff083\uff09\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u62c9\u5e94\u529b\u7834\u574f\u949d\u5316\u819c\uff0c\u88c2\u7eb9\u5c16\u7aef\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\uff0c\u8150\u8680\u4ecb\u8d28\u6e17\u5165\uff0c\u5c40\u90e8\u7535\u5316\u5b66\u53cd\u5e94\u52a0\u5267\uff0c\u88c2\u7eb9\u6269\u5c55\u5f62\u6210\u6b63\u53cd\u9988\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u673a\u68b0\u5e94\u529b\u63d0\u5347\u88c2\u7eb9\u5c16\u7aef\u91d1\u5c5e\u539f\u5b50\u81ea\u7531\u80fd\uff0c\u8150\u8680\u4e0e\u88c2\u7eb9\u6269\u5c55\u8026\u5408\uff0c\u7edf\u8ba1\u529b\u5b66\u63cf\u8ff0\u88c2\u7eb9\u6269\u5c55\u4e2d\u7684\u80fd\u91cf\u53d8\u5316\u548c\u7269\u8d28\u8f93\u8fd0\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u6c2f\u5316\u7269\u7b49\u8150\u8680\u4ecb\u8d28\u4e0e\u673a\u68b0\u5e94\u529b\u534f\u540c\u5bfc\u81f4\u949d\u5316\u819c\u8106\u5f31\u548c\u88c2\u7eb9\u6269\u5c55\u3002\n\n3. \u7535\u5316\u5b66\u8150\u8680 \n\uff081\uff09\u7535\u5076\u8150\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u5f02\u79cd\u91d1\u5c5e\u6216\u710a\u7f1d\u4e0e\u6bcd\u6750\u95f4\u5b58\u5728\u7535\u6781\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u7535\u6c60\uff0c\u7535\u5b50\u4ece\u9633\u6781\uff08\u91d1\u5c5e\u7535\u4f4d\u4f4e\u8005\uff09\u6d41\u5411\u9634\u6781\uff0c\u9633\u6781\u52a0\u901f\u6eb6\u89e3\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u7535\u4f4d\u5dee\u9a71\u52a8\u7535\u5b50\u6d41\u52a8\uff0c\u9633\u6781\u81ea\u7531\u80fd\u964d\u4f4e\u4fc3\u8fdb\u6eb6\u89e3\uff0c\u8150\u8680\u901f\u7387\u4e0e\u7535\u4f4d\u5dee\u53ca\u7535\u89e3\u8d28\u5bfc\u7535\u6027\u76f8\u5173\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u6d77\u6c34\u9ad8\u5bfc\u7535\u6027\u589e\u5f3a\u7535\u5b50\u548c\u79bb\u5b50\u4f20\u8f93\u6548\u7387\uff0c\u52a0\u5feb\u8150\u8680\u3002\n\n\uff082\uff09\u5c40\u90e8\u7535\u6c60\u8150\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u6750\u6599\u6210\u5206\u6216\u7ec4\u7ec7\u4e0d\u5747\u5300\u5bfc\u81f4\u5c40\u90e8\u7535\u4f4d\u5dee\uff0c\u5f62\u6210\u5fae\u89c2\u7535\u6c60\uff0c\u5c40\u90e8\u7535\u6d41\u5bc6\u5ea6\u53d8\u5316\u5bfc\u81f4\u5c40\u90e8\u8150\u8680\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u5c40\u90e8\u73af\u5883\u4e0e\u6750\u6599\u5fae\u7ed3\u6784\u76f8\u4e92\u4f5c\u7528\uff0c\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u5448\u7edf\u8ba1\u5206\u5e03\u7279\u5f81\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u5c40\u90e8\u6c27\u542b\u91cf\u3001\u79bb\u5b50\u6d53\u5ea6\u7b49\u5f71\u54cd\u8150\u8680\u52a8\u529b\u5b66\u3002\n\n4. \u6c14\u8680\u8150\u8680 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u7834\u574f\u949d\u5316\u819c\uff0c\u66b4\u9732\u65b0\u9c9c\u91d1\u5c5e\u8868\u9762\uff0c\u7535\u5316\u5b66\u8150\u8680\u8fc5\u901f\u8fdb\u884c\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u6c14\u6ce1\u7206\u88c2\u4ea7\u751f\u673a\u68b0\u51b2\u51fb\uff0c\u77ac\u65f6\u63d0\u5347\u5c40\u90e8\u5e94\u529b\u548c\u81ea\u7531\u80fd\uff0c\u673a\u68b0\u7834\u574f\u4e0e\u7535\u5316\u5b66\u8150\u8680\u8026\u5408\u52a0\u901f\u635f\u4f24\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u9ad8\u901f\u6d41\u4f53\u4ea7\u751f\u6c14\u6ce1\uff0c\u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u8150\u8680\u8fc7\u7a0b\u591a\u5c3a\u5ea6\u8026\u5408\u3002\n\n5. \u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09 \n- \u7535\u5316\u5b66\u673a\u7406\uff1a\u5fae\u751f\u7269\u4ee3\u8c22\u4ea7\u7269\uff08\u786b\u5316\u7269\u3001\u9178\u7b49\uff09\u6539\u53d8\u5c40\u90e8\u7535\u6781\u7535\u4f4d\u548cpH\uff0c\u5f62\u6210\u5c40\u90e8\u7535\u5316\u5b66\u7535\u6c60\uff0c\u4fc3\u8fdb\u8150\u8680\u3002 \n- \u7269\u7406\u673a\u7406\uff1a\u751f\u7269\u819c\u9650\u5236\u6c27\u6c14\u548c\u79bb\u5b50\u6269\u6563\uff0c\u5f62\u6210\u6c27\u6d53\u5ea6\u68af\u5ea6\u548c\u5316\u5b66\u52bf\u5dee\uff0c\u8150\u8680\u52a8\u529b\u5b66\u53d7\u751f\u7269\u819c\u7ed3\u6784\u4e0e\u4ee3\u8c22\u6d3b\u52a8\u8c03\u63a7\uff0c\u4f53\u73b0\u52a8\u6001\u53cd\u9988\u3002 \n- \u73af\u5883\u8c03\u63a7\uff1a\u751f\u7269\u819c\u5f62\u6210\u53ca\u5fae\u751f\u7269\u6d3b\u6027\u6301\u7eed\u8c03\u8282\u5c40\u90e8\u73af\u5883\uff0c\u4fc3\u8fdb\u8150\u8680\u8fc7\u7a0b\u3002\n\n\u4e09\u3001\u603b\u7ed3 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\n2024\u5e746\u6708\n```\n" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a", + "content": "\u4e00\u3001\u5f15\u8a00 \n\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u662f\u4e00\u4e2a\u590d\u6742\u7684\u591a\u56e0\u7d20\u3001\u591a\u673a\u7406\u8026\u5408\u8fc7\u7a0b\u3002\u8150\u8680\u7684\u6839\u672c\u9a71\u52a8\u529b\u4e3a\u7535\u5316\u5b66\u53cd\u5e94\uff0c\u73af\u5883\u56e0\u7d20\u548c\u673a\u68b0\u5e94\u529b\u7b49\u5916\u754c\u6761\u4ef6\u8c03\u63a7\u8150\u8680\u52a8\u529b\u5b66\u548c\u5f62\u5f0f\u3002\u57fa\u4e8e\u300a\u6750\u6599\u8150\u8680\u73b0\u72b6\u62a5\u544a\u300b\u53ca\u591a\u5b66\u79d1\u5206\u6790\uff0c\u73b0\u7cfb\u7edf\u603b\u7ed3\u8239\u8236\u6750\u6599\u8150\u8680\u7684\u7269\u7406\u4e0e\u7535\u5316\u5b66\u673a\u7406\u3002\n\n\u4e8c\u3001\u8150\u8680\u7c7b\u578b\u53ca\u5176\u673a\u7406\u5206\u6790\n\n1. \u5747\u5300\u8150\u8680 \n- 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\n2024\u5e746\u6708" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u57fa\u4e8e\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u521d\u6b65\u5efa\u8bae\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u300a\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u300b\u4e2d\u5bf9\u8239\u8236\u6750\u6599\u8150\u8680\u591a\u79cd\u673a\u7406\u7684\u7cfb\u7edf\u89e3\u6790\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u7684\u590d\u6742\u8150\u8680\u73af\u5883\u53ca\u673a\u7406\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u521d\u6b65\u5efa\u8bae\uff1a\n\n1. **\u9ad8\u8010\u8680\u6027\u5408\u91d1\u94a2\u6750** \n - 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"Action_Result": "\u7ed3\u5408\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u9632\u8150\u6750\u6599\u5efa\u8bae\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u91cd\u70b9\u4f18\u5316\u4e86\u6750\u6599\u6027\u80fd\u6307\u6807\uff0c\u4f7f\u5176\u66f4\u5177\u9488\u5bf9\u6027\u548c\u5b9e\u7528\u6027\uff0c\u4fbf\u4e8e\u540e\u7eed\u5177\u4f53\u5e94\u7528\u548c\u6027\u80fd\u8bc4\u4f30\u3002\n\n## Improved version of \u9632\u8150\u6750\u6599\u5efa\u8bae\u53ca\u6027\u80fd\u6307\u6807\u4f18\u5316\n\u57fa\u4e8e\u300a\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u300b\u548c\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u9009\u62e9\u6807\u51c6\uff0c\u7ed3\u5408\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u8150\u8680\u73af\u5883\uff0c\u5b8c\u5584\u540e\u7684\u9632\u8150\u6750\u6599\u5efa\u8bae\u53ca\u5176\u5173\u952e\u6027\u80fd\u6307\u6807\u5982\u4e0b\uff1a\n\n1. **\u9ad8\u8010\u8680\u6027\u5408\u91d1\u94a2\u6750**\n - \u6750\u6599\u7c7b\u578b\uff1a\u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08316L\u3001904L\uff09\u3001\u53cc\u76f8\u4e0d\u9508\u94a2\uff082205\uff09\u3001\u954d\u57fa\u5408\u91d1\uff08Inconel\u7cfb\u5217\uff09\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u94ec\u542b\u91cf\u226516%\uff0c\u954d\u542b\u91cf\u22658%\uff0c\u94bc\u542b\u91cf\u22652%\uff0c\u786e\u4fdd\u949d\u5316\u819c\u7a33\u5b9a\u6027\n - \u949d\u5316\u819c\u7535\u4f4d\u7a33\u5b9a\u8303\u56f4\u5bbd\uff0c\u8010\u6c2f\u79bb\u5b50\u7a7f\u900f\u80fd\u529b\u5f3a\n - \u6297\u70b9\u8680\u548c\u7f1d\u9699\u8150\u8680\u7535\u6d41\u5bc6\u5ea6<1 \u03bcA/cm\u00b2\n - \u6297SCC\u6027\u80fd\uff1a\u62c9\u4f38\u5e94\u529b\u4e0b\u65e0\u88c2\u7eb9\u6269\u5c55\uff0c\u7b26\u5408ASTM G36\u6807\u51c6\n - \u9ad8\u6e29\u8010\u8680\u6027\u80fd\uff08\u954d\u57fa\u5408\u91d1\uff09\uff1a\u2265600\u2103\u4e0b\u4fdd\u6301\u7ed3\u6784\u7a33\u5b9a\u6027\n\n2. **\u8010\u6c2f\u79bb\u5b50\u5c40\u90e8\u8150\u8680\u6750\u6599**\n - \u6750\u6599\u7c7b\u578b\uff1a\u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\uff08\u5982254SMO\uff09\u3001\u6dfb\u52a0\u949b\u3001\u94cc\u7a33\u78b3\u5316\u7269\u94a2\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u94bc\u542b\u91cf\u22656%\uff0c\u949b/\u94cc\u542b\u91cf\u6ee1\u8db3\u6676\u95f4\u8150\u8680\u6291\u5236\u8981\u6c42\n - \u6676\u95f4\u8150\u8680\u654f\u611f\u6027\u22640.1 mm/year\uff08\u76d0\u96fe\u6d4b\u8bd5\uff09\n - \u8868\u9762\u5904\u7406\u540e\u786c\u5ea6\u63d0\u5347\u226520%\uff0c\u949d\u5316\u819c\u81f4\u5bc6\u6027\u63d0\u5347\u226530%\n - \u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.2 \u03bcm\uff0c\u51cf\u5c11\u8150\u8680\u8d77\u59cb\u70b9\n\n3. **\u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\u6750\u6599**\n - \u6750\u6599\u7c7b\u578b\uff1a\u4f4e\u786b\u3001\u4f4e\u6c22\u542b\u91cf\u9ad8\u5f3a\u5ea6\u94a2\uff0c\u53cc\u76f8\u4e0d\u9508\u94a2\uff0c\u90e8\u5206\u954d\u57fa\u5408\u91d1\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u786b\u542b\u91cf\u22640.005%\uff0c\u6c22\u542b\u91cf\u22642 ppm\uff0c\u964d\u4f4e\u6c22\u8106\u98ce\u9669\n - \u62c9\u4f38\u5f3a\u5ea6\u2265700 MPa\uff0c\u97e7\u6027K_IC\u226580 MPa\u00b7m^0.5\n - SCC\u9608\u503c\u5e94\u529b\u22650.9\u500d\u5c48\u670d\u5f3a\u5ea6\uff0c\u7b26\u5408ISO 7539\u6807\u51c6\n\n4. **\u8010\u7535\u5076\u8150\u8680\u6750\u6599\u5339\u914d**\n - \u6750\u6599\u8bbe\u8ba1\u539f\u5219\uff1a\n - \u7535\u4f4d\u5dee\u63a7\u5236\u5728\u2264100 mV\uff0c\u51cf\u5c11\u7535\u5076\u8150\u8680\u9a71\u52a8\u529b\n - \u91c7\u7528\u7edd\u7f18\u57ab\u7247\u6216\u6d82\u5c42\u9694\u79bb\u5f02\u79cd\u91d1\u5c5e\u63a5\u89e6\n - \u9633\u6781\u4fdd\u62a4\u6750\u6599\uff08\u950c\u3001\u94dd\u5408\u91d1\uff09\uff1a\u727a\u7272\u9633\u6781\u7535\u4f4d\u7a33\u5b9a\uff0c\u7535\u6d41\u8f93\u51fa\u7b26\u5408\u8239\u4f53\u4fdd\u62a4\u9700\u6c42\uff08\u226520 mA/m\u00b2\uff09\n\n5. **\u9632\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u6750\u6599**\n - \u6750\u6599\u53ca\u6d82\u5c42\uff1a\n - \u8868\u9762\u5149\u6ed1\u4e0d\u9508\u94a2\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.1 \u03bcm\n - \u6297\u83cc\u6d82\u5c42\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u6d53\u5ea6\u22650.5 wt%\uff0c\u91ca\u653e\u901f\u7387\u63a7\u5236\u5728\u5b89\u5168\u8303\u56f4\u5185\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u751f\u7269\u819c\u5f62\u6210\u7387\u964d\u4f4e\u226570%\uff08\u5b9e\u9a8c\u5ba4\u5fae\u751f\u7269\u9644\u7740\u6d4b\u8bd5\uff09\n - \u6d82\u5c42\u8010\u8150\u8680\u5bff\u547d\u22655\u5e74\uff0c\u8010\u673a\u68b0\u78e8\u635f\u22652000\u6b21\u64e6\u6d17\u5faa\u73af\n\n6. **\u590d\u5408\u6d82\u5c42\u4e0e\u529f\u80fd\u6027\u6d82\u5c42\u6750\u6599**\n - \u6d82\u5c42\u4f53\u7cfb\uff1a\n - \u591a\u5c42\u590d\u5408\u7ed3\u6784\uff08\u5e95\u6f06+\u4e2d\u95f4\u5c42+\u9762\u6f06\uff09\uff0c\u6709\u673a\u4e0e\u65e0\u673a\u6d82\u5c42\u7ed3\u5408\n - \u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\u54cd\u5e94\u65f6\u95f4\u226424\u5c0f\u65f6\uff0c\u4fee\u590d\u6548\u7387\u226590%\n - \u6297\u83cc\u6d82\u5c42\u4e0e\u81ea\u4fee\u590d\u529f\u80fd\u534f\u540c\uff0c\u63d0\u5347\u9632MIC\u6027\u80fd\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u9644\u7740\u529b\u22658 MPa\uff08ISO 4624\uff09\n - \u8010\u76d0\u96fe\u8150\u8680\u22652000\u5c0f\u65f6\uff08ASTM B117\uff09\n - \u8010\u7d2b\u5916\u7ebf\u8f90\u5c04\u22651000\u5c0f\u65f6\uff0c\u8010\u78e8\u6027\u22655000\u8f6c\u78e8\u635f\u6d4b\u8bd5\n\n7. **\u6c14\u8680\u8150\u8680\u9632\u62a4\u6750\u6599**\n - \u6750\u6599\u7c7b\u578b\uff1a\u9ad8\u97e7\u6027\u3001\u9ad8\u786c\u5ea6\u5408\u91d1\uff08\u5982\u9ad8\u5f3a\u5ea6\u53cc\u76f8\u94a2\u3001\u6c2e\u5316\u5904\u7406\u94a2\uff09\n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a\n - \u8868\u9762\u786c\u5ea6\u2265HV600\uff0c\u97e7\u6027K_IC\u226570 MPa\u00b7m^0.5\n - \u6c14\u8680\u8010\u4e45\u6027\u226520\u5c0f\u65f6\uff08ASTM G32\u6807\u51c6\uff09\n - \u8868\u9762\u5f3a\u5316\u5904\u7406\u6df1\u5ea6\u22650.5 mm\uff0c\u8010\u78e8\u635f\u6027\u80fd\u663e\u8457\u63d0\u5347\n\n**\u7efc\u5408\u5efa\u8bae\uff1a**\n- \u4f18\u5148\u91c7\u7528\u9ad8\u5408\u91d1\u4e0d\u9508\u94a2\u53ca\u954d\u57fa\u5408\u91d1\u4f5c\u4e3a\u5173\u952e\u7ed3\u6784\u6750\u6599\uff0c\u7ed3\u5408\u8868\u9762\u5f3a\u5316\u53ca\u529f\u80fd\u6d82\u5c42\uff0c\u5b9e\u73b0\u591a\u91cd\u8150\u8680\u673a\u7406\u7684\u534f\u540c\u9632\u62a4\u3002\n- \u6750\u6599\u9009\u62e9\u5e94\u7ed3\u5408\u5177\u4f53\u8239\u8236\u4f5c\u4e1a\u73af\u5883\uff08\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u53ca\u5fae\u751f\u7269\u6d3b\u6027\uff09\u53ca\u7ed3\u6784\u8bbe\u8ba1\uff0c\u8fdb\u884c\u5b9a\u5236\u5316\u7b5b\u9009\u3002\n- \u5efa\u7acb\u6750\u6599\u6027\u80fd\u6570\u636e\u5e93\uff0c\u914d\u5408\u5728\u7ebf\u8150\u8680\u76d1\u6d4b\u4e0e\u7ef4\u62a4\u7ba1\u7406\uff0c\u5b9e\u73b0\u52a8\u6001\u9632\u8150\u7b56\u7565\u8c03\u6574\u3002\n- \u7ecf\u6d4e\u6027\u8bc4\u4f30\u7eb3\u5165\u6750\u6599\u91c7\u8d2d\u3001\u52a0\u5de5\u3001\u7ef4\u62a4\u53ca\u5bff\u547d\u5468\u671f\u6210\u672c\uff0c\u786e\u4fdd\u9632\u8150\u65b9\u6848\u7684\u53ef\u6301\u7eed\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n\u8be5\u4f18\u5316\u5efa\u8bae\u57fa\u4e8e\u673a\u7406\u89e3\u6790\u4e0e\u9632\u62a4\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u7ec6\u5316\u4e86\u6027\u80fd\u6307\u6807\uff0c\u4fbf\u4e8e\u540e\u7eed\u6027\u80fd\u9a8c\u8bc1\u548c\u5de5\u7a0b\u5e94\u7528\uff0c\u52a9\u529b\u8239\u8236\u5236\u9020\u6750\u6599\u7684\u8010\u8150\u8680\u6027\u80fd\u63d0\u5347\u548c\u5bff\u547d\u5ef6\u957f\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u4f9d\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u8c03\u6574\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\uff0c\u786e\u4fdd\u6750\u6599\u7684\u5b9e\u9645\u5e94\u7528\u6548\u679c\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u5b8c\u5584\u7248\u9632\u8150\u6750\u6599\u5efa\u8bae\u53ca\u5173\u952e\u6027\u80fd\u6307\u6807\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\u9700\u6c42\uff0c\u6211\u5bf9\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\u8fdb\u884c\u8c03\u6574\u548c\u7ec6\u5316\uff0c\u786e\u4fdd\u6750\u6599\u5728\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e0b\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u5de5\u7a0b\u9002\u7528\u6027\u3002\u8c03\u6574\u91cd\u70b9\u5728\u4e8e\u5f3a\u5316\u6027\u80fd\u6307\u6807\u7684\u91cf\u5316\u548c\u5de5\u827a\u9002\u5e94\u6027\uff0c\u63d0\u5347\u6750\u6599\u9009\u62e9\u7684\u9488\u5bf9\u6027\u548c\u5b9e\u64cd\u6027\u3002\n\n## Improved version of \u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\n\n\u4e00\u3001\u6750\u6599\u9009\u62e9\u6807\u51c6\n\n1. **\u8010\u8150\u8680\u6027\u80fd** \n- \u6750\u6599\u5fc5\u987b\u6ee1\u8db3\u5177\u4f53\u8150\u8680\u673a\u7406\u5bf9\u5e94\u7684\u6027\u80fd\u6307\u6807\uff1a \n - \u949d\u5316\u819c\u7a33\u5b9a\u6027\u4f18\u5f02\uff0c\u7279\u522b\u662f\u5728\u542b\u6c2f\u79bb\u5b50\u73af\u5883\u4e0b\uff0c\u70b9\u8680\u7535\u6d41\u5bc6\u5ea6\u5e94\u4f4e\u4e8e1 \u03bcA/cm\u00b2\u3002 \n - \u5177\u5907\u6297\u7f1d\u9699\u8150\u8680\u548c\u6297\u6676\u95f4\u8150\u8680\u80fd\u529b\uff0c\u6676\u95f4\u8150\u8680\u901f\u7387\u22640.1 mm/year\u3002 \n - \u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\u6027\u80fd\u7b26\u5408\u56fd\u9645\u6807\u51c6\uff08\u5982ASTM G36\u3001ISO 7539\uff09\uff0c\u5728\u5b9e\u9645\u62c9\u4f38\u5e94\u529b\u6761\u4ef6\u4e0b\u65e0\u88c2\u7eb9\u6269\u5c55\u3002 \n - \u9488\u5bf9\u5fae\u751f\u7269\u8150\u8680\uff0c\u5e94\u9009\u62e9\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.1 \u03bcm\u7684\u6750\u6599\uff0c\u6216\u914d\u5408\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u7684\u6297\u83cc\u6d82\u5c42\uff0c\u751f\u7269\u819c\u5f62\u6210\u7387\u964d\u4f4e\u226570%\u3002 \n\n2. **\u673a\u68b0\u6027\u80fd** \n- \u6ee1\u8db3\u8239\u8236\u7ed3\u6784\u5f3a\u5ea6\u8981\u6c42\uff0c\u62c9\u4f38\u5f3a\u5ea6\u2265700 MPa\uff0c\u97e7\u6027K_IC\u226580 MPa\u00b7m^0.5\uff0c\u786e\u4fdd\u6750\u6599\u5728\u590d\u6742\u8f7d\u8377\u548c\u6c14\u8680\u51b2\u51fb\u4e0b\u4e0d\u8106\u88c2\u3002 \n- \u6c14\u8680\u8150\u8680\u533a\u57df\u6750\u6599\u8868\u9762\u786c\u5ea6\u2265HV600\uff0c\u8868\u9762\u5f3a\u5316\u6df1\u5ea6\u22650.5 mm\uff0c\u8010\u78e8\u635f\u6027\u80fd\u4f18\u826f\u3002 \n\n3. **\u7535\u5316\u5b66\u517c\u5bb9\u6027** \n- \u8bbe\u8ba1\u65f6\u63a7\u5236\u5f02\u79cd\u91d1\u5c5e\u7535\u4f4d\u5dee\u2264100 mV\uff0c\u9632\u6b62\u7535\u5076\u8150\u8680\u3002 \n- \u5fc5\u987b\u91c7\u7528\u7edd\u7f18\u57ab\u7247\u6216\u6d82\u5c42\u9694\u79bb\u4e0d\u540c\u91d1\u5c5e\uff0c\u6216\u914d\u5408\u950c\u3001\u94dd\u5408\u91d1\u727a\u7272\u9633\u6781\u4fdd\u62a4\uff0c\u9633\u6781\u7535\u6d41\u5bc6\u5ea6\u226520 mA/m\u00b2\u3002 \n\n4. **\u5de5\u827a\u9002\u5e94\u6027** \n- \u6750\u6599\u5e94\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u710a\u63a5\u3001\u70ed\u5904\u7406\u53ca\u6210\u578b\u5de5\u827a\uff0c\u4fdd\u8bc1\u5de5\u827a\u8fc7\u7a0b\u4e2d\u6027\u80fd\u7a33\u5b9a\u3002 \n- \u8868\u9762\u5904\u7406\u6280\u672f\uff08\u5982\u6e17\u6c2e\u3001\u6fc0\u5149\u5f3a\u5316\uff09\u5e94\u63d0\u5347\u8868\u9762\u786c\u5ea6\u226520%\uff0c\u964d\u4f4e\u8868\u9762\u7f3a\u9677\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.2 \u03bcm\u3002 \n- \u6d82\u5c42\u9644\u7740\u529b\u22658 MPa\uff0c\u9002\u7528\u4e8e\u591a\u5c42\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u65bd\u5de5\u4e0e\u7ef4\u62a4\u3002 \n\n5. **\u7ecf\u6d4e\u6027\u4e0e\u53ef\u6301\u7eed\u6027** \n- \u7efc\u5408\u8003\u8651\u91c7\u8d2d\u6210\u672c\u3001\u52a0\u5de5\u96be\u5ea6\u4e0e\u5bff\u547d\u5468\u671f\u6210\u672c\uff0c\u4f18\u5148\u9009\u7528\u6027\u4ef7\u6bd4\u9ad8\u4e14\u5bff\u547d\u957f\u7684\u6750\u6599\u7ec4\u5408\u3002 \n- \u4f18\u5148\u91c7\u7528\u73af\u4fdd\u578b\u6750\u6599\u548c\u6d82\u5c42\uff0c\u51cf\u5c11\u5bf9\u6d77\u6d0b\u751f\u6001\u73af\u5883\u7684\u5f71\u54cd\u3002 \n\n\u4e8c\u3001\u6280\u672f\u8981\u6c42\n\n1. **\u6750\u6599\u6210\u5206\u63a7\u5236** \n- \u9ad8\u5408\u91d1\u4e0d\u9508\u94a2\u5e94\u4e25\u683c\u63a7\u5236\u78b3\u542b\u91cf\u53ca\u6742\u8d28\uff0c\u78b3\u542b\u91cf\u22640.03%\uff0c\u786b\u542b\u91cf\u22640.005%\uff0c\u6c22\u542b\u91cf\u22642 ppm\uff0c\u9632\u6b62\u6676\u95f4\u8150\u8680\u548c\u6c22\u8106\u3002 \n- \u6dfb\u52a0\u94bc\u22652%\uff08\u9ad8\u94bc\u94a2\u22656%\uff09\u3001\u954d\u22658%\u3001\u949b\u3001\u94cc\u7b49\u5143\u7d20\uff0c\u589e\u5f3a\u949d\u5316\u819c\u7a33\u5b9a\u6027\u548c\u6297\u5c40\u90e8\u8150\u8680\u80fd\u529b\u3002 \n\n2. **\u8868\u9762\u5904\u7406\u6280\u672f** \n- \u5e94\u7528\u6e17\u6c2e\u3001\u6c2e\u5316\u3001\u6fc0\u5149\u5f3a\u5316\u7b49\u5de5\u827a\u63d0\u5347\u8868\u9762\u786c\u5ea6\u548c\u8010\u8150\u8680\u6027\u80fd\uff0c\u786c\u5ea6\u63d0\u5347\u226520%\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6\u63a7\u5236\u5728Ra\u22640.2 \u03bcm\u3002 \n- \u4fdd\u6301\u8868\u9762\u5149\u6d01\uff0c\u51cf\u5c11\u5fae\u89c2\u7f3a\u9677\uff0c\u964d\u4f4e\u8150\u8680\u8d77\u59cb\u70b9\u3002 \n\n3. **\u6d82\u5c42\u7cfb\u7edf\u8bbe\u8ba1** \n- \u91c7\u7528\u591a\u5c42\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\uff08\u5e95\u6f06+\u4e2d\u95f4\u5c42+\u9762\u6f06\uff09\uff0c\u7ed3\u5408\u6709\u673a\u6d82\u5c42\uff08\u73af\u6c27\u6811\u8102\u3001\u805a\u6c28\u916f\uff09\u4e0e\u65e0\u673a\u6d82\u5c42\uff08\u9676\u74f7\u3001\u6c27\u5316\u94dd\uff09\u3002 \n- \u63a8\u5e7f\u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\uff0c\u54cd\u5e94\u65f6\u95f4\u226424\u5c0f\u65f6\uff0c\u4fee\u590d\u6548\u7387\u226590%\u3002 \n- \u6297\u83cc\u6d82\u5c42\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u6d53\u5ea6\u22650.5 wt%\uff0c\u8010\u8150\u8680\u5bff\u547d\u22655\u5e74\uff0c\u8010\u673a\u68b0\u78e8\u635f\u22652000\u6b21\u64e6\u6d17\u5faa\u73af\u3002 \n\n4. **\u6750\u6599\u5339\u914d\u4e0e\u7ed3\u6784\u8bbe\u8ba1** \n- \u907f\u514d\u5f02\u79cd\u91d1\u5c5e\u76f4\u63a5\u63a5\u89e6\uff0c\u5408\u7406\u8bbe\u8ba1\u6750\u6599\u8fc7\u6e21\u5c42\u53ca\u7edd\u7f18\u7ed3\u6784\uff0c\u7535\u4f4d\u5dee\u63a7\u5236\u2264100 mV\u3002 \n- \u9488\u5bf9\u7f1d\u9699\u8150\u8680\u548c\u6c14\u8680\u8150\u8680\u90e8\u4f4d\uff0c\u4f18\u5316\u7ed3\u6784\u5bc6\u5c01\u6027\u548c\u6d41\u4f53\u52a8\u529b\u5b66\u8bbe\u8ba1\uff0c\u51cf\u5c11\u5c40\u90e8\u7f3a\u6c27\u548c\u6c14\u6ce1\u751f\u6210\u3002 \n\n5. **\u8d28\u91cf\u68c0\u6d4b\u4e0e\u76d1\u63a7** \n- \u4e25\u683c\u6750\u6599\u8fdb\u5382\u68c0\u9a8c\uff0c\u91cd\u70b9\u68c0\u6d4b\u5316\u5b66\u6210\u5206\u3001\u663e\u5fae\u7ec4\u7ec7\u548c\u529b\u5b66\u6027\u80fd\uff0c\u786e\u4fdd\u7b26\u5408\u8bbe\u8ba1\u6307\u6807\u3002 \n- \u5efa\u7acb\u5728\u7ebf\u8150\u8680\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u65f6\u76d1\u6d4b\u5c40\u90e8\u8150\u8680\u548cSCC\u98ce\u9669\uff0c\u6307\u5bfc\u7ef4\u62a4\u51b3\u7b56\u3002 \n\n\u7efc\u4e0a\u8c03\u6574\u540e\u7684\u9632\u8150\u6750\u6599\u9009\u62e9\u6807\u51c6\uff0c\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u51fa\u7684\u8be6\u7ec6\u6027\u80fd\u6307\u6807\uff0c\u80fd\u591f\u66f4\u597d\u5730\u6307\u5bfc\u8239\u8236\u5236\u9020\u6750\u6599\u7684\u5b9e\u9645\u9009\u7528\u4e0e\u9632\u62a4\u8bbe\u8ba1\uff0c\u63d0\u5347\u8239\u8236\u7ed3\u6784\u7684\u8010\u8150\u8680\u5bff\u547d\u548c\u8fd0\u884c\u5b89\u5168\u6027\u3002\u540e\u7eed\u5efa\u8bae\u7ed3\u5408\u5177\u4f53\u8239\u578b\u53ca\u4f5c\u4e1a\u73af\u5883\uff0c\u5f00\u5c55\u9488\u5bf9\u6027\u6750\u6599\u7b5b\u9009\u548c\u6027\u80fd\u9a8c\u8bc1\uff0c\u786e\u4fdd\u9632\u8150\u65b9\u6848\u7ecf\u6d4e\u5408\u7406\u4e14\u9ad8\u6548\u53ef\u9760\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u53cc\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u6e05\u5355\uff0c\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u548c\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u591a\u8f6e\u6df1\u5165\u4ea4\u6d41\u4e0e\u5b8c\u5584\uff0c\u7ed3\u5408\u8150\u8680\u673a\u7406\u5206\u6790\u62a5\u544a\u7684\u79d1\u5b66\u4f9d\u636e\u548c\u8239\u8236\u5236\u9020\u5b9e\u9645\u9700\u6c42\uff0c\u73b0\u6574\u5408\u53cc\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u4e00\u4efd\u9488\u5bf9\u8239\u8236\u5236\u9020\u7684\u9632\u8150\u6750\u6599\u6e05\u5355\u3002\u8be5\u6e05\u5355\u6db5\u76d6\u6750\u6599\u7c7b\u578b\u3001\u5173\u952e\u6027\u80fd\u6307\u6807\u53ca\u9002\u7528\u8303\u56f4\uff0c\u517c\u987e\u8010\u8150\u8680\u6027\u80fd\u3001\u673a\u68b0\u6027\u80fd\u3001\u7535\u5316\u5b66\u517c\u5bb9\u6027\u3001\u5de5\u827a\u9002\u5e94\u6027\u53ca\u7ecf\u6d4e\u6027\uff0c\u65e8\u5728\u4e3a\u8239\u8236\u5236\u9020\u8fc7\u7a0b\u4e2d\u7684\u6750\u6599\u9009\u7528\u548c\u9632\u8150\u8bbe\u8ba1\u63d0\u4f9b\u660e\u786e\u3001\u79d1\u5b66\u3001\u53ef\u64cd\u4f5c\u7684\u6307\u5bfc\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u7248\u672c\u7684\u9632\u8150\u6750\u6599\u6e05\u5355\uff1a\n\n```\u9632\u8150\u6750\u6599\u6e05\u5355\n\n1. \u9ad8\u8010\u8680\u6027\u5408\u91d1\u94a2\u6750 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08316L\u3001904L\uff09 \n - \u53cc\u76f8\u4e0d\u9508\u94a2\uff082205\uff09 \n - \u954d\u57fa\u5408\u91d1\uff08Inconel\u7cfb\u5217\uff09 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u94ec\u542b\u91cf\u226516%\uff0c\u954d\u542b\u91cf\u22658%\uff0c\u94bc\u542b\u91cf\u22652% \n - \u949d\u5316\u819c\u7535\u4f4d\u7a33\u5b9a\uff0c\u70b9\u8680\u7535\u6d41\u5bc6\u5ea6<1 \u03bcA/cm\u00b2 \n - \u6297\u7f1d\u9699\u8150\u8680\u53ca\u6676\u95f4\u8150\u8680\u80fd\u529b\uff0c\u6676\u95f4\u8150\u8680\u901f\u7387\u22640.1 mm/year \n - \u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\uff1a\u7b26\u5408ASTM G36\u6807\u51c6\uff0c\u65e0\u88c2\u7eb9\u6269\u5c55 \n - \u954d\u57fa\u5408\u91d1\u9ad8\u6e29\u8010\u8680\u6027\u80fd\u2265600\u2103\u4fdd\u6301\u7ed3\u6784\u7a33\u5b9a\u6027 \n - \u9002\u7528\u8303\u56f4\uff1a\u5173\u952e\u7ed3\u6784\u4ef6\u3001\u6d77\u6c34\u76f4\u63a5\u63a5\u89e6\u90e8\u4f4d\u3001\u9ad8\u6e29\u53ca\u9ad8\u76d0\u73af\u5883 \n\n2. \u8010\u6c2f\u79bb\u5b50\u5c40\u90e8\u8150\u8680\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\uff08\u5982254SMO\uff09 \n - \u6dfb\u52a0\u949b\u3001\u94cc\u7a33\u78b3\u5316\u7269\u94a2 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u94bc\u542b\u91cf\u22656%\uff0c\u949b/\u94cc\u542b\u91cf\u6ee1\u8db3\u6676\u95f4\u8150\u8680\u6291\u5236\u8981\u6c42 \n - \u6676\u95f4\u8150\u8680\u654f\u611f\u6027\u22640.1 mm/year\uff08\u76d0\u96fe\u6d4b\u8bd5\uff09 \n - \u8868\u9762\u5904\u7406\u540e\u786c\u5ea6\u63d0\u5347\u226520%\uff0c\u949d\u5316\u819c\u81f4\u5bc6\u6027\u63d0\u5347\u226530% \n - \u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.2 \u03bcm \n - \u9002\u7528\u8303\u56f4\uff1a\u6613\u53d1\u751f\u70b9\u8680\u3001\u7f1d\u9699\u8150\u8680\u7684\u8584\u58c1\u53ca\u710a\u63a5\u90e8\u4f4d \n\n3. \u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u4f4e\u786b\u3001\u4f4e\u6c22\u542b\u91cf\u9ad8\u5f3a\u5ea6\u94a2 \n - \u53cc\u76f8\u4e0d\u9508\u94a2 \n - \u90e8\u5206\u954d\u57fa\u5408\u91d1 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u786b\u542b\u91cf\u22640.005%\uff0c\u6c22\u542b\u91cf\u22642 ppm \n - \u62c9\u4f38\u5f3a\u5ea6\u2265700 MPa\uff0c\u97e7\u6027K_IC\u226580 MPa\u00b7m^0.5 \n - SCC\u9608\u503c\u5e94\u529b\u22650.9\u500d\u5c48\u670d\u5f3a\u5ea6\uff0c\u7b26\u5408ISO 7539\u6807\u51c6 \n - \u9002\u7528\u8303\u56f4\uff1a\u627f\u53d7\u9ad8\u673a\u68b0\u5e94\u529b\u4e14\u8150\u8680\u4ecb\u8d28\u6d3b\u8dc3\u90e8\u4f4d \n\n4. \u8010\u7535\u5076\u8150\u8680\u6750\u6599\u5339\u914d \n - \u8bbe\u8ba1\u539f\u5219\uff1a \n - \u7535\u4f4d\u5dee\u63a7\u5236\u2264100 mV\uff0c\u51cf\u5c11\u7535\u5076\u8150\u8680\u9a71\u52a8\u529b \n - \u91c7\u7528\u7edd\u7f18\u57ab\u7247\u6216\u6d82\u5c42\u9694\u79bb\u5f02\u79cd\u91d1\u5c5e \n - \u727a\u7272\u9633\u6781\u6750\u6599\uff08\u950c\u3001\u94dd\u5408\u91d1\uff09\uff0c\u7535\u6d41\u5bc6\u5ea6\u226520 mA/m\u00b2 \n - \u9002\u7528\u8303\u56f4\uff1a\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u90e8\u4f4d\u53ca\u710a\u7f1d\u533a\u57df \n\n5. \u9632\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u6750\u6599\u53ca\u6d82\u5c42 \n - \u6750\u6599\u53ca\u6d82\u5c42\uff1a \n - \u8868\u9762\u5149\u6ed1\u4e0d\u9508\u94a2\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.1 \u03bcm \n - \u6297\u83cc\u6d82\u5c42\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u22650.5 wt%\uff0c\u91ca\u653e\u901f\u7387\u5b89\u5168\u63a7\u5236 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u751f\u7269\u819c\u5f62\u6210\u7387\u964d\u4f4e\u226570% \n - \u6d82\u5c42\u8010\u8150\u8680\u5bff\u547d\u22655\u5e74\uff0c\u8010\u673a\u68b0\u78e8\u635f\u22652000\u6b21\u64e6\u6d17\u5faa\u73af \n - \u9002\u7528\u8303\u56f4\uff1a\u6613\u751f\u7269\u819c\u9644\u7740\u53ca\u5fae\u751f\u7269\u6d3b\u8dc3\u533a\u57df\uff0c\u5982\u51b7\u5374\u6c34\u7cfb\u7edf\u3001\u8239\u5e95\u7b49 \n\n6. \u590d\u5408\u6d82\u5c42\u4e0e\u529f\u80fd\u6027\u6d82\u5c42\u6750\u6599 \n - \u6d82\u5c42\u4f53\u7cfb\uff1a \n - \u591a\u5c42\u590d\u5408\uff08\u5e95\u6f06+\u4e2d\u95f4\u5c42+\u9762\u6f06\uff09\uff0c\u7ed3\u5408\u6709\u673a\uff08\u73af\u6c27\u6811\u8102\u3001\u805a\u6c28\u916f\uff09\u4e0e\u65e0\u673a\uff08\u9676\u74f7\u3001\u6c27\u5316\u94dd\uff09\u6d82\u5c42 \n - \u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\uff0c\u54cd\u5e94\u65f6\u95f4\u226424\u5c0f\u65f6\uff0c\u4fee\u590d\u6548\u7387\u226590% \n - \u6297\u83cc\u6d82\u5c42\u4e0e\u81ea\u4fee\u590d\u534f\u540c\u9632MIC \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u9644\u7740\u529b\u22658 MPa\uff08ISO 4624\uff09 \n - \u8010\u76d0\u96fe\u8150\u8680\u22652000\u5c0f\u65f6\uff08ASTM B117\uff09 \n - \u8010\u7d2b\u5916\u7ebf\u22651000\u5c0f\u65f6\uff0c\u8010\u78e8\u22655000\u8f6c\u78e8\u635f\u6d4b\u8bd5 \n - \u9002\u7528\u8303\u56f4\uff1a\u8239\u4f53\u5916\u58f3\u3001\u7532\u677f\u53ca\u9632\u62a4\u5c42 \n\n7. \u6c14\u8680\u8150\u8680\u9632\u62a4\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u9ad8\u97e7\u6027\u3001\u9ad8\u786c\u5ea6\u5408\u91d1\uff08\u9ad8\u5f3a\u5ea6\u53cc\u76f8\u94a2\u3001\u6c2e\u5316\u5904\u7406\u94a2\uff09 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u8868\u9762\u786c\u5ea6\u2265HV600\uff0c\u97e7\u6027K_IC\u226570 MPa\u00b7m^0.5 \n - \u6c14\u8680\u8010\u4e45\u6027\u226520\u5c0f\u65f6\uff08ASTM G32\u6807\u51c6\uff09 \n - \u8868\u9762\u5f3a\u5316\u5904\u7406\u6df1\u5ea6\u22650.5 mm \n - \u9002\u7528\u8303\u56f4\uff1a\u87ba\u65cb\u6868\u3001\u53f6\u8f6e\u53ca\u6c34\u4e0b\u9ad8\u901f\u6d41\u52a8\u90e8\u4f4d \n\n\u7efc\u5408\u5efa\u8bae\uff1a \n- \u4f18\u5148\u91c7\u7528\u9ad8\u5408\u91d1\u4e0d\u9508\u94a2\u53ca\u954d\u57fa\u5408\u91d1\u4f5c\u4e3a\u5173\u952e\u7ed3\u6784\u6750\u6599\uff0c\u7ed3\u5408\u8868\u9762\u5f3a\u5316\u6280\u672f\u4e0e\u5148\u8fdb\u590d\u5408\u6d82\u5c42\uff0c\u5b9e\u73b0\u591a\u673a\u7406\u534f\u540c\u9632\u62a4\u3002 \n- \u6839\u636e\u5177\u4f53\u8239\u578b\u4f5c\u4e1a\u73af\u5883\uff08\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u3001\u5fae\u751f\u7269\u6d3b\u6027\uff09\u5b9a\u5236\u6750\u6599\u7ec4\u5408\uff0c\u63d0\u5347\u8010\u8150\u8680\u5bff\u547d\u3002 \n- \u5efa\u7acb\u6750\u6599\u6027\u80fd\u6570\u636e\u5e93\uff0c\u914d\u5408\u5728\u7ebf\u8150\u8680\u76d1\u6d4b\uff0c\u5b9e\u73b0\u52a8\u6001\u9632\u62a4\u7ba1\u7406\u3002 \n- \u7efc\u5408\u8003\u8651\u91c7\u8d2d\u3001\u52a0\u5de5\u53ca\u7ef4\u62a4\u6210\u672c\uff0c\u786e\u4fdd\u9632\u8150\u65b9\u6848\u7ecf\u6d4e\u5408\u7406\u3001\u73af\u4fdd\u53ef\u6301\u7eed\u3002 \n\n\u8be5\u6e05\u5355\u4e3a\u8239\u8236\u5236\u9020\u9632\u8150\u6750\u6599\u9009\u578b\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u6307\u5bfc\uff0c\u52a9\u529b\u63d0\u5347\u8239\u8236\u7ed3\u6784\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u4f7f\u7528\u5bff\u547d\u3002\n```\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ed3\u5408\u5177\u4f53\u8239\u578b\u548c\u5de5\u51b5\u8fdb\u884c\u7ec6\u5316\u7b5b\u9009\u53ca\u6027\u80fd\u9a8c\u8bc1\uff0c\u53ef\u57fa\u4e8e\u6b64\u6e05\u5355\u5f00\u5c55\u9488\u5bf9\u6027\u5b9e\u9a8c\u548c\u5de5\u7a0b\u5e94\u7528\u65b9\u6848\u5236\u5b9a\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u9632\u8150\u6750\u6599\u6e05\u5355", + "content": "1. \u9ad8\u8010\u8680\u6027\u5408\u91d1\u94a2\u6750 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u5965\u6c0f\u4f53\u4e0d\u9508\u94a2\uff08316L\u3001904L\uff09 \n - \u53cc\u76f8\u4e0d\u9508\u94a2\uff082205\uff09 \n - \u954d\u57fa\u5408\u91d1\uff08Inconel\u7cfb\u5217\uff09 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u94ec\u542b\u91cf\u226516%\uff0c\u954d\u542b\u91cf\u22658%\uff0c\u94bc\u542b\u91cf\u22652% \n - \u949d\u5316\u819c\u7535\u4f4d\u7a33\u5b9a\uff0c\u70b9\u8680\u7535\u6d41\u5bc6\u5ea6<1 \u03bcA/cm\u00b2 \n - \u6297\u7f1d\u9699\u8150\u8680\u53ca\u6676\u95f4\u8150\u8680\u80fd\u529b\uff0c\u6676\u95f4\u8150\u8680\u901f\u7387\u22640.1 mm/year \n - \u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\uff1a\u7b26\u5408ASTM G36\u6807\u51c6\uff0c\u65e0\u88c2\u7eb9\u6269\u5c55 \n - \u954d\u57fa\u5408\u91d1\u9ad8\u6e29\u8010\u8680\u6027\u80fd\u2265600\u2103\u4fdd\u6301\u7ed3\u6784\u7a33\u5b9a\u6027 \n - \u9002\u7528\u8303\u56f4\uff1a\u5173\u952e\u7ed3\u6784\u4ef6\u3001\u6d77\u6c34\u76f4\u63a5\u63a5\u89e6\u90e8\u4f4d\u3001\u9ad8\u6e29\u53ca\u9ad8\u76d0\u73af\u5883 \n\n2. \u8010\u6c2f\u79bb\u5b50\u5c40\u90e8\u8150\u8680\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\uff08\u5982254SMO\uff09 \n - \u6dfb\u52a0\u949b\u3001\u94cc\u7a33\u78b3\u5316\u7269\u94a2 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u94bc\u542b\u91cf\u22656%\uff0c\u949b/\u94cc\u542b\u91cf\u6ee1\u8db3\u6676\u95f4\u8150\u8680\u6291\u5236\u8981\u6c42 \n - \u6676\u95f4\u8150\u8680\u654f\u611f\u6027\u22640.1 mm/year\uff08\u76d0\u96fe\u6d4b\u8bd5\uff09 \n - \u8868\u9762\u5904\u7406\u540e\u786c\u5ea6\u63d0\u5347\u226520%\uff0c\u949d\u5316\u819c\u81f4\u5bc6\u6027\u63d0\u5347\u226530% \n - \u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.2 \u03bcm \n - \u9002\u7528\u8303\u56f4\uff1a\u6613\u53d1\u751f\u70b9\u8680\u3001\u7f1d\u9699\u8150\u8680\u7684\u8584\u58c1\u53ca\u710a\u63a5\u90e8\u4f4d \n\n3. \u6297\u5e94\u529b\u8150\u8680\u5f00\u88c2\uff08SCC\uff09\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - \u4f4e\u786b\u3001\u4f4e\u6c22\u542b\u91cf\u9ad8\u5f3a\u5ea6\u94a2 \n - \u53cc\u76f8\u4e0d\u9508\u94a2 \n - \u90e8\u5206\u954d\u57fa\u5408\u91d1 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u786b\u542b\u91cf\u22640.005%\uff0c\u6c22\u542b\u91cf\u22642 ppm \n - \u62c9\u4f38\u5f3a\u5ea6\u2265700 MPa\uff0c\u97e7\u6027K_IC\u226580 MPa\u00b7m^0.5 \n - SCC\u9608\u503c\u5e94\u529b\u22650.9\u500d\u5c48\u670d\u5f3a\u5ea6\uff0c\u7b26\u5408ISO 7539\u6807\u51c6 \n - \u9002\u7528\u8303\u56f4\uff1a\u627f\u53d7\u9ad8\u673a\u68b0\u5e94\u529b\u4e14\u8150\u8680\u4ecb\u8d28\u6d3b\u8dc3\u90e8\u4f4d \n\n4. \u8010\u7535\u5076\u8150\u8680\u6750\u6599\u5339\u914d \n - \u8bbe\u8ba1\u539f\u5219\uff1a \n - \u7535\u4f4d\u5dee\u63a7\u5236\u2264100 mV\uff0c\u51cf\u5c11\u7535\u5076\u8150\u8680\u9a71\u52a8\u529b \n - \u91c7\u7528\u7edd\u7f18\u57ab\u7247\u6216\u6d82\u5c42\u9694\u79bb\u5f02\u79cd\u91d1\u5c5e \n - \u727a\u7272\u9633\u6781\u6750\u6599\uff08\u950c\u3001\u94dd\u5408\u91d1\uff09\uff0c\u7535\u6d41\u5bc6\u5ea6\u226520 mA/m\u00b2 \n - \u9002\u7528\u8303\u56f4\uff1a\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u90e8\u4f4d\u53ca\u710a\u7f1d\u533a\u57df \n\n5. \u9632\u5fae\u751f\u7269\u8150\u8680\uff08MIC\uff09\u6750\u6599\u53ca\u6d82\u5c42 \n - \u6750\u6599\u53ca\u6d82\u5c42\uff1a \n - \u8868\u9762\u5149\u6ed1\u4e0d\u9508\u94a2\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.1 \u03bcm \n - \u6297\u83cc\u6d82\u5c42\u542b\u94dc\u3001\u94f6\u79bb\u5b50\u22650.5 wt%\uff0c\u91ca\u653e\u901f\u7387\u5b89\u5168\u63a7\u5236 \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u751f\u7269\u819c\u5f62\u6210\u7387\u964d\u4f4e\u226570% \n - \u6d82\u5c42\u8010\u8150\u8680\u5bff\u547d\u22655\u5e74\uff0c\u8010\u673a\u68b0\u78e8\u635f\u22652000\u6b21\u64e6\u6d17\u5faa\u73af \n - \u9002\u7528\u8303\u56f4\uff1a\u6613\u751f\u7269\u819c\u9644\u7740\u53ca\u5fae\u751f\u7269\u6d3b\u8dc3\u533a\u57df\uff0c\u5982\u51b7\u5374\u6c34\u7cfb\u7edf\u3001\u8239\u5e95\u7b49 \n\n6. \u590d\u5408\u6d82\u5c42\u4e0e\u529f\u80fd\u6027\u6d82\u5c42\u6750\u6599 \n - \u6d82\u5c42\u4f53\u7cfb\uff1a \n - \u591a\u5c42\u590d\u5408\uff08\u5e95\u6f06+\u4e2d\u95f4\u5c42+\u9762\u6f06\uff09\uff0c\u7ed3\u5408\u6709\u673a\uff08\u73af\u6c27\u6811\u8102\u3001\u805a\u6c28\u916f\uff09\u4e0e\u65e0\u673a\uff08\u9676\u74f7\u3001\u6c27\u5316\u94dd\uff09\u6d82\u5c42 \n - \u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\uff0c\u54cd\u5e94\u65f6\u95f4\u226424\u5c0f\u65f6\uff0c\u4fee\u590d\u6548\u7387\u226590% \n - \u6297\u83cc\u6d82\u5c42\u4e0e\u81ea\u4fee\u590d\u534f\u540c\u9632MIC \n - \u5173\u952e\u6027\u80fd\u6307\u6807\uff1a \n - \u9644\u7740\u529b\u22658 MPa\uff08ISO 4624\uff09 \n - \u8010\u76d0\u96fe\u8150\u8680\u22652000\u5c0f\u65f6\uff08ASTM B117\uff09 \n - \u8010\u7d2b\u5916\u7ebf\u22651000\u5c0f\u65f6\uff0c\u8010\u78e8\u22655000\u8f6c\u78e8\u635f\u6d4b\u8bd5 \n - \u9002\u7528\u8303\u56f4\uff1a\u8239\u4f53\u5916\u58f3\u3001\u7532\u677f\u53ca\u9632\u62a4\u5c42 \n\n7. \u6c14\u8680\u8150\u8680\u9632\u62a4\u6750\u6599 \n - \u6750\u6599\u7c7b\u578b\uff1a \n - 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ICCP\u7cfb\u7edf\u7ef4\u62a4\uff1a\u6821\u51c6\u7535\u6d41\u8f93\u51fa\u548c\u4fdd\u62a4\u7535\u4f4d\uff0c\u68c0\u67e5\u8bbe\u5907\u8fd0\u884c\u3002 \n- \u8868\u9762\u6e05\u6d01\uff1a\u5b9a\u671f\u6e05\u9664\u751f\u7269\u819c\u548c\u6c61\u57a2\uff0c\u964d\u4f4eMIC\u98ce\u9669\u3002 \n\n\u4e94\u3001\u7efc\u5408\u5e94\u7528\u5efa\u8bae \n- \u5173\u952e\u7ed3\u6784\u4ef6\u4f18\u5148\u91c7\u7528\u9ad8\u8010\u8680\u5408\u91d1\u94a2\u6750\uff08\u5982904L\u3001Inconel\u7cfb\u5217\uff09\uff0c\u7ed3\u5408\u590d\u5408\u81ea\u4fee\u590d\u6d82\u5c42\u548cICCP\u7cfb\u7edf\uff0c\u5b9e\u73b0\u591a\u5c42\u6b21\u4fdd\u62a4\u3002 \n- \u710a\u7f1d\u53ca\u8584\u58c1\u90e8\u4f4d\u9009\u7528\u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\uff0c\u914d\u5408\u8868\u9762\u5f3a\u5316\u548c\u6297\u83cc\u6d82\u5c42\uff0c\u9632\u6b62\u5c40\u90e8\u8150\u8680\u548cMIC\u3002 \n- 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\n\n\u4ee5\u4e0a\u4f18\u5316\u65b9\u6848\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u53cd\u9988\uff0c\u5f3a\u5316\u4e86\u6d82\u5c42\u7684\u5b9e\u9645\u6d77\u6d0b\u73af\u5883\u9002\u5e94\u6027\u9a8c\u8bc1\u53ca\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u7684\u73af\u5883\u9002\u5e94\u80fd\u529b\uff0c\u63d0\u5347\u4e86\u9632\u8150\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\uff0c\u786e\u4fdd\u8239\u8236\u5236\u9020\u8fc7\u7a0b\u4e2d\u6750\u6599\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u7ed3\u6784\u5b89\u5168\u6027\uff0c\u6700\u5927\u5316\u5ef6\u957f\u8239\u8236\u4f7f\u7528\u5bff\u547d\u548c\u7ecf\u6d4e\u6548\u76ca\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u5e76\u63d0\u4ea4\u9488\u5bf9\u8239\u8236\u6750\u6599\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u5305\u62ec\u6d82\u5c42\u8bbe\u8ba1\u548c\u7535\u5316\u5b66\u4fdd\u62a4\u7b56\u7565\u7684\u6700\u7ec8\u7248\u672c\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u7ecf\u8fc7\u4e0e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u7684\u6df1\u5165\u4ea4\u6d41\u548c\u53cd\u9988\uff0c\u6211\u5bf9\u9632\u8150\u6280\u672f\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\u5728\u590d\u6742\u6d77\u6d0b\u52a8\u6001\u73af\u5883\u4e0b\u7684\u9002\u5e94\u6027\u9a8c\u8bc1\uff0c\u4ee5\u53ca\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u6c34\u4f53\u7535\u5bfc\u7387\u7684\u52a8\u6001\u9002\u5e94\u8bbe\u8ba1\u3002\u65b9\u6848\u6db5\u76d6\u4e86\u6d82\u5c42\u4f53\u7cfb\u8bbe\u8ba1\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u63aa\u65bd\u3001\u7edd\u7f18\u9694\u79bb\u4ee5\u53ca\u7ef4\u62a4\u76d1\u6d4b\uff0c\u5f62\u6210\u4e86\u7cfb\u7edf\u5316\u3001\u591a\u5c42\u6b21\u7684\u9632\u8150\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u8239\u8236\u6750\u6599\u5728\u591a\u79cd\u8150\u8680\u73af\u5883\u4e0b\u7684\u8010\u4e45\u6027\u548c\u7ed3\u6784\u5b89\u5168\u6027\u3002\n\n\u73b0\u5c06\u6700\u7ec8\u7248\u9632\u8150\u6280\u672f\u65b9\u6848\u63d0\u4ea4\u5982\u4e0b\uff1a\n\n```\u9632\u8150\u6280\u672f\u65b9\u6848\n\u4e00\u3001\u6d82\u5c42\u8bbe\u8ba1\u65b9\u6848\u4f18\u5316\n\n1. \u590d\u5408\u591a\u5c42\u6d82\u5c42\u4f53\u7cfb \n- \u5e95\u6f06\uff1a\u73af\u6c27\u5bcc\u950c\u5e95\u6f06\uff0c\u539a\u5ea680-120\u03bcm\uff0c\u4f18\u5f02\u9644\u7740\u529b\uff0c\u63d0\u4f9b\u9634\u6781\u4fdd\u62a4\u3002 \n- \u4e2d\u95f4\u5c42\uff1a\u73af\u6c27\u6811\u8102\u6216\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\uff0c\u539a\u5ea6150-200\u03bcm\uff0c\u589e\u5f3a\u673a\u68b0\u5f3a\u5ea6\u548c\u8010\u76d0\u96fe\u6027\u80fd\u3002 \n- \u9762\u6f06\uff1a\u805a\u6c28\u916f\u6216\u6c1f\u78b3\u9762\u6f06\uff0c\u539a\u5ea650-80\u03bcm\uff0c\u5177\u5907\u4f18\u826f\u7684\u8010\u7d2b\u5916\u7ebf\u548c\u8010\u78e8\u6027\u80fd\u3002 \n- \u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\uff1a\u9762\u6f06\u4e2d\u6dfb\u52a0\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\uff0c\u54cd\u5e94\u65f6\u95f4\u226424\u5c0f\u65f6\uff0c\u4fee\u590d\u6548\u7387\u226590%\u3002 \n - 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\u710a\u7f1d\u53ca\u8584\u58c1\u90e8\u4f4d\u673a\u68b0\u629b\u5149\u6216\u55b7\u4e38\u5904\u7406\uff0c\u8fbe\u5230\u8868\u9762\u7c97\u7cd9\u5ea6Ra\u22640.2\u03bcm\uff0c\u63d0\u9ad8\u6d82\u5c42\u9644\u7740\u529b\u548c\u949d\u5316\u819c\u81f4\u5bc6\u6027\u3002 \n- \u5173\u952e\u90e8\u4f4d\u91c7\u7528\u949d\u5316\u5904\u7406\u6216\u6c2e\u5316\u5f3a\u5316\uff0c\u63d0\u5347\u5c40\u90e8\u8150\u8680\u548c\u6c14\u8680\u8010\u4e45\u6027\u3002 \n\n3. \u9002\u7528\u8303\u56f4 \n- \u8239\u4f53\u5916\u58f3\u3001\u7532\u677f\u53ca\u5173\u952e\u7ed3\u6784\u4ef6\u91c7\u7528\u4e0a\u8ff0\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u3002 \n- \u710a\u7f1d\u53ca\u8584\u58c1\u90e8\u4f4d\u9009\u7528\u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\u7ed3\u5408\u6297\u83cc\u6d82\u5c42\u3002 \n- \u87ba\u65cb\u6868\u53ca\u9ad8\u901f\u6c34\u6d41\u90e8\u4f4d\u6d82\u5c42\u517c\u987e\u8010\u78e8\u548c\u8010\u6c14\u8680\u6027\u80fd\u3002 \n\n\u4e8c\u3001\u9634\u6781\u4fdd\u62a4\u8bbe\u8ba1\u65b9\u6848\u4f18\u5316\n\n1. \u727a\u7272\u9633\u6781\u4fdd\u62a4 \n- \u6750\u6599\u9009\u62e9\uff1a\u950c\u5408\u91d1\u6216\u94dd\u5408\u91d1\u9633\u6781\uff0c\u7535\u6d41\u5bc6\u5ea6\u226520 mA/m\u00b2\u3002 \n- \u5b89\u88c5\u4f4d\u7f6e\uff1a\u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u90e8\u4f4d\u3001\u710a\u7f1d\u533a\u57df\u53ca\u8239\u4f53\u6c34\u4e0b\u90e8\u5206\u3002 \n- \u9633\u6781\u914d\u7f6e\uff1a\u7ed3\u5408\u8239\u4f53\u5c3a\u5bf8\u3001\u6c34\u4f53\u7535\u5bfc\u7387\u53ca\u4f5c\u4e1a\u6d77\u533a\u7279\u70b9\uff0c\u52a8\u6001\u4f18\u5316\u9633\u6781\u6570\u91cf\u548c\u5e03\u7f6e\u3002 \n - \u65b0\u589e\u9002\u5e94\u6027\u5206\u6790\uff1a\u5f00\u5c55\u4e0d\u540c\u6d77\u533a\uff08\u4f4e\u76d0\u6de1\u6c34\u533a\u3001\u4e2d\u76d0\u6d77\u6c34\u533a\u3001\u9ad8\u76d0\u6d77\u6c34\u533a\uff09\u7535\u5bfc\u7387\u6d4b\u8bd5\uff0c\u7ed3\u5408\u8239\u4f53\u5c40\u90e8\u7535\u4f4d\u5206\u5e03\u6a21\u62df\uff0c\u8c03\u6574\u9633\u6781\u5e03\u7f6e\u548c\u7535\u6d41\u8f93\u51fa\uff0c\u907f\u514d\u5c40\u90e8\u8fc7\u4fdd\u62a4\uff08\u6c22\u8106\u98ce\u9669\uff09\u6216\u4fdd\u62a4\u4e0d\u8db3\u3002 \n- \u4fdd\u62a4\u7535\u4f4d\u63a7\u5236\u5728-0.8~-1.1 V\uff08\u76f8\u5bf9\u4e8eAg/AgCl\u7535\u6781\uff09\u3002 \n- \u7ef4\u62a4\u5468\u671f\uff1a\u9633\u6781\u6d88\u8017\u76d1\u6d4b\uff0c\u5b9a\u671f\u66f4\u6362\u3002 \n\n2. \u5f3a\u5236\u7535\u6d41\u9634\u6781\u4fdd\u62a4\uff08ICCP\uff09 \n- \u9002\u7528\u8303\u56f4\uff1a\u5173\u952e\u7ed3\u6784\u4ef6\u548c\u9ad8\u673a\u68b0\u5e94\u529b\u90e8\u4f4d\u3002 \n- \u8bbe\u8ba1\u53c2\u6570\uff1a\u7535\u6d41\u5bb9\u91cf\u6839\u636e\u7ed3\u6784\u8868\u9762\u79ef\u548c\u8150\u8680\u73af\u5883\u786e\u5b9a\uff0c\u4fdd\u62a4\u7535\u4f4d\u63a7\u5236\u5728-0.85~-1.05 V\u3002 \n- \u7cfb\u7edf\u7ec4\u6210\uff1a\u7535\u6e90\u3001\u63a7\u5236\u5668\u3001\u60f0\u6027\u9633\u6781\u3001\u76d1\u6d4b\u7535\u6781\u3002 \n- \u5728\u7ebf\u76d1\u6d4b\u4e0e\u8c03\u63a7\uff1a\u7ed3\u5408\u8150\u8680\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u65f6\u91c7\u96c6\u6c34\u4f53\u7535\u5bfc\u7387\u3001\u73af\u5883\u53c2\u6570\u53ca\u7ed3\u6784\u7535\u4f4d\uff0c\u52a8\u6001\u8c03\u8282\u7535\u6d41\u8f93\u51fa\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u6216\u4fdd\u62a4\u4e0d\u8db3\u3002 \n- \u65b0\u589e\u9002\u5e94\u6027\u7b56\u7565\uff1a\u6839\u636e\u6d77\u533a\u73af\u5883\u53d8\u5316\uff0c\u81ea\u52a8\u8c03\u6574ICCP\u7cfb\u7edf\u4fdd\u62a4\u53c2\u6570\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u9632\u62a4\u3002 \n\n\u4e09\u3001\u7edd\u7f18\u9694\u79bb\u63aa\u65bd \n- \u5f02\u79cd\u91d1\u5c5e\u8fde\u63a5\u91c7\u7528\u9ad8\u6027\u80fd\u8010\u6d77\u6c34\u7edd\u7f18\u57ab\u7247\u3002 \n- \u710a\u7f1d\u53ca\u8fde\u63a5\u90e8\u4f4d\u8868\u9762\u6d82\u8986\u7edd\u7f18\u6d82\u5c42\u3002 \n- \u5b9a\u671f\u68c0\u67e5\u5e76\u4fee\u590d\u7edd\u7f18\u5c42\u7f3a\u9677\u3002 \n\n\u56db\u3001\u7ef4\u62a4\u4e0e\u76d1\u6d4b\u65b9\u6848 \n\n1. \u5728\u7ebf\u8150\u8680\u76d1\u6d4b\u7cfb\u7edf \n- \u90e8\u7f72\u7535\u5316\u5b66\u566a\u58f0\u4f20\u611f\u5668\u3001\u7535\u4f4d\u4f20\u611f\u5668\u53ca\u8150\u8680\u901f\u7387\u76d1\u6d4b\u4eea\u3002 \n- \u96c6\u6210\u7269\u8054\u7f51\u6280\u672f\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u63a7\u548c\u6570\u636e\u5206\u6790\u3002 \n\n2. \u5b9a\u671f\u7ef4\u62a4 \n- \u6d82\u5c42\u68c0\u67e5\uff1a\u91c7\u7528\u8d85\u58f0\u6ce2\u6d4b\u539a\u4eea\u548c\u76ee\u89c6\u68c0\u67e5\uff0c\u53ca\u65f6\u4fee\u8865\u7834\u635f\u3002 \n- \u9633\u6781\u66f4\u6362\uff1a\u6839\u636e\u6d88\u8017\u60c5\u51b5\u5b9a\u671f\u66f4\u6362\u3002 \n- ICCP\u7cfb\u7edf\u7ef4\u62a4\uff1a\u5b9a\u671f\u6821\u51c6\u7535\u6d41\u8f93\u51fa\u548c\u4fdd\u62a4\u7535\u4f4d\uff0c\u68c0\u67e5\u8bbe\u5907\u8fd0\u884c\u72b6\u6001\u3002 \n- \u8868\u9762\u6e05\u6d01\uff1a\u5b9a\u671f\u6e05\u9664\u751f\u7269\u819c\u548c\u6c61\u57a2\uff0c\u964d\u4f4eMIC\u98ce\u9669\u3002 \n\n\u4e94\u3001\u7efc\u5408\u5e94\u7528\u5efa\u8bae \n- \u5173\u952e\u7ed3\u6784\u4ef6\u4f18\u5148\u91c7\u7528\u9ad8\u8010\u8680\u5408\u91d1\u94a2\u6750\uff08\u5982904L\u3001Inconel\u7cfb\u5217\uff09\uff0c\u7ed3\u5408\u590d\u5408\u81ea\u4fee\u590d\u6d82\u5c42\u548cICCP\u7cfb\u7edf\uff0c\u5b9e\u73b0\u591a\u5c42\u6b21\u591a\u673a\u7406\u534f\u540c\u4fdd\u62a4\u3002 \n- \u710a\u7f1d\u53ca\u8584\u58c1\u90e8\u4f4d\u9009\u7528\u9ad8\u94bc\u542b\u91cf\u4e0d\u9508\u94a2\uff0c\u914d\u5408\u8868\u9762\u5f3a\u5316\u548c\u6297\u83cc\u6d82\u5c42\uff0c\u9632\u6b62\u5c40\u90e8\u8150\u8680\u53ca\u5fae\u751f\u7269\u8150\u8680\u3002 \n- 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ICCP\u7cfb\u7edf\u667a\u80fd\u5316\u4f18\u5316 \n- \u914d\u5907\u9ad8\u7cbe\u5ea6Ag/AgCl\u53c2\u8003\u7535\u6781\u548c\u591a\u70b9\u76d1\u6d4b\u7535\u6781\uff0c\u5b9e\u73b0\u5c40\u90e8\u7535\u4f4d\u7cbe\u786e\u63a7\u5236\u3002 \n- \u63a7\u5236\u5668\u91c7\u7528\u81ea\u9002\u5e94\u7b97\u6cd5\uff0c\u7ed3\u5408\u6c34\u4f53\u7535\u5bfc\u7387\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\uff0c\u81ea\u52a8\u8c03\u6574\u8f93\u51fa\u7535\u6d41\uff0c\u9632\u6b62\u8fc7\u4fdd\u62a4\u5bfc\u81f4\u6c22\u8106\u3002 \n- \u8bbe\u8ba1\u5197\u4f59\u7cfb\u7edf\uff0c\u4fdd\u8bc1\u5173\u952e\u7ed3\u6784\u4ef6\u4fdd\u62a4\u4e0d\u4e2d\u65ad\u3002 \n- \u5b9a\u671f\u6821\u51c6\u53ca\u7ef4\u62a4\u65b9\u6848\u7eb3\u5165\u667a\u80fd\u7ef4\u62a4\u7cfb\u7edf\uff0c\u7ed3\u5408\u5386\u53f2\u6570\u636e\u9884\u6d4b\u8bbe\u5907\u5bff\u547d\u53ca\u7ef4\u62a4\u65f6\u95f4\u3002 \n\n\u4e09\u3001\u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u5b9e\u65bd\u7ec6\u8282\n\n- 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ICCP\u7cfb\u7edf\u6a21\u62df\u6d4b\u8bd5\uff1a\u667a\u80fd\u63a7\u5236\u5668\u6839\u636e\u73af\u5883\u53c2\u6570\u81ea\u52a8\u8c03\u8282\u7535\u6d41\uff0c\u4fdd\u62a4\u7535\u4f4d\u7ef4\u6301\u5728-0.9 V\u81f3-1.0 V\uff0c\u65e0\u8fc7\u4fdd\u62a4\u73b0\u8c61\u3002 \n- \u4e0d\u540c\u76d0\u5ea6\u6d77\u533a\u6a21\u62df\uff1a\u4fdd\u62a4\u6548\u679c\u5747\u8861\uff0c\u5c40\u90e8\u7535\u4f4d\u5206\u5e03\u5408\u7406\uff0c\u65e0\u6c22\u8106\u98ce\u9669\u3002 \n\n4. \u673a\u68b0\u53ca\u73af\u5883\u6a21\u62df\u6d4b\u8bd5 \n- \u6c34\u6d41\u5faa\u73af\u51b2\u51fb\u8bd5\u9a8c\uff1a\u6d82\u5c42\u65e0\u5265\u843d\uff0c\u673a\u68b0\u64e6\u6d17\u53ca\u6e29\u5ea6\u5faa\u73af\u6d4b\u8bd5\u5747\u663e\u793a\u6d82\u5c42\u53ca\u6750\u6599\u6027\u80fd\u7a33\u5b9a\u3002 \n\n5. \u7edd\u7f18\u9694\u79bb\u6027\u80fd\u6d4b\u8bd5 \n- \u7edd\u7f18\u57ab\u7247\u7535\u963b\u7387\u7a33\u5b9a\uff0c\u710a\u7f1d\u7edd\u7f18\u6d82\u5c42\u539a\u5ea6\u5747\u5300\uff0c\u7535\u5076\u8150\u8680\u901f\u7387\u964d\u4f4e70%\u4ee5\u4e0a\u3002 \n\n\u4e8c\u3001\u521d\u6b65\u9632\u8150\u6548\u679c\u8bc4\u4ef7\n\n- \u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u5728\u673a\u68b0\u3001\u73af\u5883\u53ca\u7535\u5316\u5b66\u6761\u4ef6\u4e0b\u8868\u73b0\u51fa\u4f18\u5f02\u7684\u8010\u8150\u8680\u6027\u80fd\uff0c\u5c24\u5176\u662f\u81ea\u4fee\u590d\u6d82\u5c42\u6709\u6548\u5ef6\u7f13\u6d82\u5c42\u7834\u635f\u6269\u5c55\u3002 \n- \u6297\u83cc\u6d82\u5c42\u663e\u8457\u6291\u5236\u5fae\u751f\u7269\u8150\u8680\u98ce\u9669\uff0c\u4fdd\u969c\u8239\u4f53\u5c40\u90e8\u73af\u5883\u7a33\u5b9a\u3002 \n- \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u667a\u80fd\u8c03\u63a7\u786e\u4fdd\u4fdd\u62a4\u7535\u4f4d\u7a33\u5b9a\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u53ca\u4fdd\u62a4\u4e0d\u8db3\uff0c\u9002\u5e94\u4e0d\u540c\u6d77\u533a\u73af\u5883\u3002 \n- 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"\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6d4b\u8bd5\u7ed3\u679c\uff0c\u8bc4\u4f30\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9645\u6548\u679c\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u6839\u636e\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u63d0\u4f9b\u7684\u8be6\u5c3d\u5b9e\u9a8c\u6570\u636e\u548c\u521d\u6b65\u8bc4\u4ef7\uff0c\u7ed3\u5408\u9632\u8150\u6280\u672f\u65b9\u6848\u8bbe\u8ba1\u76ee\u6807\uff0c\u73b0\u5bf9\u9632\u8150\u65b9\u6848\u7684\u5b9e\u9645\u6548\u679c\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\uff0c\u5e76\u63d0\u51fa\u9488\u5bf9\u6027\u7684\u6539\u8fdb\u5efa\u8bae\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u9632\u8150\u65b9\u6848\u5b9e\u9645\u6548\u679c\u8bc4\u4f30\n\n1. \u6d82\u5c42\u4f53\u7cfb\u6027\u80fd \n- \u6d82\u5c42\u539a\u5ea6\u5747\u5300\u4e14\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42\uff0c\u8868\u9762\u5904\u7406\u8fbe\u6807\uff0c\u4fdd\u8bc1\u4e86\u6d82\u5c42\u9644\u7740\u529b\u548c\u673a\u68b0\u6027\u80fd\u3002 \n- \u9644\u7740\u529b\u6d4b\u8bd5\u6210\u7ee9\u4f18\u5f02\uff089\u7ea7\uff09\uff0c\u8868\u660e\u6d82\u5c42\u4e0e\u57fa\u6750\u7ed3\u5408\u7d27\u5bc6\uff0c\u8010\u4e45\u6027\u826f\u597d\u3002 \n- \u673a\u68b0\u64e6\u6d17\u8010\u4e45\u6027\u6d4b\u8bd5\u8d85\u8fc7\u8bbe\u8ba1\u8981\u6c42\uff083200\u6b21\u5faa\u73af\uff09\uff0c\u4e14\u81ea\u4fee\u590d\u5242\u54cd\u5e94\u53ca\u65f6\uff0824\u5c0f\u65f6\u5185\u4fee\u590d\u738792%\uff09\uff0c\u9a8c\u8bc1\u4e86\u667a\u80fd\u81ea\u4fee\u590d\u6d82\u5c42\u7684\u6709\u6548\u6027\u3002 \n- 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ICCP\u7cfb\u7edf\u667a\u80fd\u8c03\u63a7\u529f\u80fd\u8868\u73b0\u826f\u597d\uff0c\u80fd\u591f\u6839\u636e\u73af\u5883\u53c2\u6570\u52a8\u6001\u8c03\u6574\u7535\u6d41\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u548c\u4fdd\u62a4\u4e0d\u8db3\uff0c\u4fdd\u969c\u5173\u952e\u7ed3\u6784\u4ef6\u5b89\u5168\u3002 \n- \u4e0d\u540c\u76d0\u5ea6\u6d77\u533a\u6a21\u62df\u6d4b\u8bd5\u663e\u793a\u7cfb\u7edf\u9002\u5e94\u6027\u5f3a\uff0c\u4fdd\u62a4\u6548\u679c\u5747\u8861\uff0c\u65e0\u6c22\u8106\u98ce\u9669\u3002 \n\n3. \u7edd\u7f18\u9694\u79bb\u63aa\u65bd \n- \u7edd\u7f18\u57ab\u7247\u53ca\u6d82\u5c42\u7535\u963b\u7387\u7a33\u5b9a\uff0c\u7535\u5076\u8150\u8680\u901f\u7387\u964d\u4f4e70%\u4ee5\u4e0a\uff0c\u6709\u6548\u963b\u65ad\u4e86\u5f02\u79cd\u91d1\u5c5e\u95f4\u7684\u7535\u5076\u8150\u8680\u8def\u5f84\u3002 \n\n4. \u5728\u7ebf\u76d1\u6d4b\u7cfb\u7edf \n- \u7535\u5316\u5b66\u566a\u58f0\u53ca\u7535\u4f4d\u4f20\u611f\u5668\u6570\u636e\u51c6\u786e\uff0c\u54cd\u5e94\u7075\u654f\uff0c\u80fd\u591f\u5b9e\u65f6\u53cd\u6620\u8150\u8680\u72b6\u6001\uff0c\u4e3a\u7ef4\u62a4\u51b3\u7b56\u63d0\u4f9b\u53ef\u9760\u4f9d\u636e\u3002 \n\n5. \u673a\u68b0\u53ca\u73af\u5883\u6a21\u62df\u6d4b\u8bd5 \n- \u6c34\u6d41\u5faa\u73af\u51b2\u51fb\u3001\u673a\u68b0\u64e6\u6d17\u53ca\u6e29\u5ea6\u5faa\u73af\u6d4b\u8bd5\u5747\u663e\u793a\u6d82\u5c42\u53ca\u6750\u6599\u6027\u80fd\u7a33\u5b9a\uff0c\u9002\u5e94\u590d\u6742\u6d77\u6d0b\u52a8\u6001\u73af\u5883\u3002 \n\n\u4e8c\u3001\u6539\u8fdb\u5efa\u8bae\n\n1. \u6d82\u5c42\u4f53\u7cfb\u4f18\u5316 \n- \u81ea\u4fee\u590d\u5242\u5fae\u80f6\u56ca\u7684\u5206\u6563\u5747\u5300\u6027\u867d\u8fbe\u6807\uff0c\u4f46\u5efa\u8bae\u8fdb\u4e00\u6b65\u91c7\u7528\u7eb3\u7c73\u7ea7\u5747\u8d28\u5206\u6563\u6280\u672f\uff0c\u63d0\u5347\u81ea\u4fee\u590d\u5242\u91ca\u653e\u5747\u4e00\u6027\u53ca\u54cd\u5e94\u901f\u5ea6\uff0c\u4e89\u53d6\u5c06\u4fee\u590d\u65f6\u95f4\u7f29\u77ed\u81f312\u5c0f\u65f6\u4ee5\u5185\u3002 \n- \u6297\u83cc\u5242\u7a33\u5b9a\u6027\u9700\u957f\u671f\u9a8c\u8bc1\uff0c\u5efa\u8bae\u5f00\u5c55\u8010\u4e45\u6027\u91ca\u653e\u6d4b\u8bd5\uff0c\u4f18\u5316\u94dc/\u94f6\u79bb\u5b50\u63ba\u6742\u6d53\u5ea6\u53ca\u8f7d\u4f53\u914d\u65b9\uff0c\u786e\u4fdd\u6297\u83cc\u6548\u679c\u5728\u8239\u8236\u670d\u5f79\u5468\u671f\u5185\u6301\u7eed\u6709\u6548\u3002 \n- \u9762\u6f06\u914d\u65b9\u4e2d\u53ef\u5f15\u5165\u7eb3\u7c73\u586b\u6599\uff08\u5982\u7eb3\u7c73\u4e8c\u6c27\u5316\u949b\u6216\u77f3\u58a8\u70ef\uff09\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u8010\u78e8\u6027\u53ca\u7d2b\u5916\u7ebf\u7a33\u5b9a\u6027\u3002 \n\n2. \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u6539\u8fdb \n- \u727a\u7272\u9633\u6781\u5e03\u7f6e\u53ef\u7ed3\u5408\u8239\u4f53\u5b9e\u9645\u670d\u5f79\u6570\u636e\uff0c\u5229\u7528\u5927\u6570\u636e\u5206\u6790\u8fdb\u4e00\u6b65\u4f18\u5316\u9633\u6781\u6570\u91cf\u548c\u4f4d\u7f6e\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u5c40\u90e8\u4fdd\u62a4\u3002 \n- ICCP\u7cfb\u7edf\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5efa\u8bae\u5f15\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u57fa\u4e8e\u5386\u53f2\u73af\u5883\u4e0e\u4fdd\u62a4\u6548\u679c\u6570\u636e\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u52a8\u6001\u8c03\u8282\u548c\u6545\u969c\u9884\u6d4b\u3002 \n- \u589e\u52a0\u5197\u4f59\u4f20\u611f\u5668\uff0c\u63d0\u5347\u7cfb\u7edf\u53ef\u9760\u6027\uff0c\u9632\u6b62\u5355\u70b9\u6545\u969c\u5bfc\u81f4\u4fdd\u62a4\u5931\u6548\u3002 \n\n3. \u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u52a0\u5f3a \n- \u9488\u5bf9\u9ad8\u5e94\u529b\u710a\u7f1d\u90e8\u4f4d\uff0c\u5efa\u8bae\u5f00\u53d1\u65b0\u578b\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u517c\u5177\u673a\u68b0\u5f3a\u5ea6\u548c\u81ea\u4fee\u590d\u529f\u80fd\uff0c\u63d0\u9ad8\u7edd\u7f18\u5c42\u957f\u671f\u7a33\u5b9a\u6027\u3002 \n- \u5b9a\u671f\u68c0\u6d4b\u9891\u7387\u5efa\u8bae\u63d0\u5347\uff0c\u7ed3\u5408\u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u6280\u672f\uff0c\u5b9e\u73b0\u7edd\u7f18\u5c42\u5b9e\u65f6\u5065\u5eb7\u8bc4\u4f30\u3002 \n\n4. \u7ef4\u62a4\u4e0e\u76d1\u6d4b\u4f53\u7cfb\u5b8c\u5584 \n- \u5728\u7ebf\u76d1\u6d4b\u7cfb\u7edf\u5efa\u8bae\u589e\u52a0\u8150\u8680\u4ea7\u7269\u5206\u6790\u529f\u80fd\uff0c\u7ed3\u5408\u6c34\u8d28\u76d1\u6d4b\uff0c\u63d0\u524d\u9884\u8b66\u8150\u8680\u73af\u5883\u53d8\u5316\u3002 \n- \u5efa\u7acb\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u8150\u8680\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\u4e0e\u5bf9\u6bd4\u5206\u6790\uff0c\u63d0\u5347\u9632\u8150\u7ba1\u7406\u6c34\u5e73\u3002 \n\n\u4e09\u3001\u603b\u7ed3\n\n\u672c\u6b21\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u590d\u5408\u591a\u5c42\u6d82\u5c42\u4f53\u7cfb\u7ed3\u5408\u667a\u80fd\u81ea\u4fee\u590d\u5242\u4e0e\u6297\u83cc\u5242\u3001\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u53ca\u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u7684\u534f\u540c\u9632\u8150\u6548\u679c\uff0c\u6574\u4f53\u65b9\u6848\u5177\u5907\u9ad8\u6548\u3001\u667a\u80fd\u548c\u9002\u5e94\u590d\u6742\u6d77\u6d0b\u73af\u5883\u7684\u80fd\u529b\u3002\u901a\u8fc7\u8fdb\u4e00\u6b65\u4f18\u5316\u6d82\u5c42\u6750\u6599\u914d\u65b9\u3001\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u53ca\u76d1\u6d4b\u4f53\u7cfb\uff0c\u53ef\u663e\u8457\u63d0\u5347\u9632\u8150\u7cfb\u7edf\u7684\u957f\u671f\u7a33\u5b9a\u6027\u548c\u7ecf\u6d4e\u6548\u76ca\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002\n\n\u6211\u5efa\u8bae\u6839\u636e\u4ee5\u4e0a\u6539\u8fdb\u65b9\u5411\uff0c\u7ed3\u5408\u540e\u7eed\u8be6\u7ec6\u673a\u7406\u5206\u6790\u548c\u73b0\u573a\u5e94\u7528\u53cd\u9988\uff0c\u6301\u7eed\u5b8c\u5584\u9632\u8150\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63a8\u52a8\u65b9\u6848\u5728\u5b9e\u9645\u5de5\u7a0b\u4e2d\u7684\u63a8\u5e7f\u5e94\u7528\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u7ee7\u7eed\u534f\u52a9\u8fdb\u884c\u6570\u636e\u6df1\u5ea6\u5206\u6790\u53ca\u65b9\u6848\u4f18\u5316\u8bbe\u8ba1\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u9632\u8150\u65b9\u6848\uff0c\u8fdb\u884c\u8865\u5145\u5b9e\u9a8c\u9a8c\u8bc1\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u7ed3\u5408\u524d\u671f\u5b9e\u9a8c\u6570\u636e\u548c\u8150\u8680\u673a\u7406\u5206\u6790\uff0c\u6211\u5bf9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u9632\u8150\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u9488\u5bf9\u6d82\u5c42\u81ea\u4fee\u590d\u5242\u5206\u6563\u5747\u5300\u6027\u3001\u6297\u83cc\u5242\u7a33\u5b9a\u6027\u3001\u9634\u6781\u4fdd\u62a4\u667a\u80fd\u8c03\u63a7\u53ca\u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u7b49\u65b9\u9762\uff0c\u8bbe\u8ba1\u4e86\u8865\u5145\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u786e\u4fdd\u9632\u8150\u6548\u679c\u7684\u957f\u671f\u7a33\u5b9a\u3002\n\n## Improved version of \u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u8bbe\u8ba1\u53ca\u8865\u5145\u9a8c\u8bc1\u65b9\u6848\n\n\u4e00\u3001\u4f18\u5316\u8bbe\u8ba1\u91cd\u70b9\u53ca\u8865\u5145\u5b9e\u9a8c\u5185\u5bb9\n\n1. \u6d82\u5c42\u4f53\u7cfb\u4f18\u5316\u4e0e\u8865\u5145\u5b9e\u9a8c \n- \u81ea\u4fee\u590d\u5242\u5206\u6563\u5747\u5300\u6027\u63d0\u5347 \n \u91c7\u7528\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u6280\u672f\uff0c\u5236\u5907\u9762\u6f06\u6837\u54c1\uff0c\u7ed3\u5408\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u53ca\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u89c2\u5bdf\u5fae\u80f6\u56ca\u5206\u5e03\u5f62\u6001\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u7c92\u5f84\u5747\u4e00\u4e14\u5206\u5e03\u5747\u5300\u3002 \n- \u81ea\u4fee\u590d\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed\u9a8c\u8bc1 \n 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\u6dfb\u52a0\u7eb3\u7c73\u4e8c\u6c27\u5316\u949b\u548c\u77f3\u58a8\u70ef\u6539\u6027\u9762\u6f06\u6837\u54c1\uff0c\u5f00\u5c55\u8010\u78e8\u6027\u3001\u8010\u7d2b\u5916\u8001\u5316\u53ca\u76d0\u96fe\u8150\u8680\u6d4b\u8bd5\uff0c\u6bd4\u8f83\u6539\u6027\u524d\u540e\u6027\u80fd\u5dee\u5f02\uff0c\u4f18\u5316\u914d\u65b9\u3002 \n\n2. \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u667a\u80fd\u5316\u6539\u8fdb\u4e0e\u8865\u5145\u5b9e\u9a8c \n- \u727a\u7272\u9633\u6781\u5e03\u7f6e\u4f18\u5316\u6a21\u62df \n \u57fa\u4e8e\u8239\u4f53\u5b9e\u9645\u670d\u5f79\u6570\u636e\uff0c\u7ed3\u5408\u7535\u4f4d\u5206\u5e03\u548c\u8150\u8680\u901f\u7387\u76d1\u6d4b\uff0c\u5229\u7528\u5927\u6570\u636e\u5206\u6790\u7b97\u6cd5\u4f18\u5316\u9633\u6781\u6570\u91cf\u548c\u4f4d\u7f6e\uff0c\u8bbe\u8ba1\u4eff\u771f\u9a8c\u8bc1\u5b9e\u9a8c\uff0c\u8bc4\u4f30\u4f18\u5316\u6548\u679c\u3002 \n- ICCP\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7 \n \u5f15\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5229\u7528\u5386\u53f2\u73af\u5883\u53c2\u6570\u4e0e\u4fdd\u62a4\u6548\u679c\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u8bbe\u8ba1\u5b9e\u9a8c\u9a8c\u8bc1\u7b97\u6cd5\u5728\u52a8\u6001\u8c03\u8282\u4fdd\u62a4\u7535\u6d41\u548c\u9884\u6d4b\u8bbe\u5907\u6545\u969c\u4e2d\u7684\u51c6\u786e\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002 \n- \u5197\u4f59\u4f20\u611f\u5668\u7cfb\u7edf\u53ef\u9760\u6027\u6d4b\u8bd5 \n \u589e\u8bbe\u591a\u70b9\u4f20\u611f\u5668\uff0c\u5f00\u5c55\u5355\u70b9\u6545\u969c\u6a21\u62df\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u6545\u969c\u5207\u6362\u53ca\u4fdd\u62a4\u4e0d\u4e2d\u65ad\u80fd\u529b\u3002 \n\n3. \u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u5f3a\u5316 \n- \u65b0\u578b\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u7814\u53d1\u4e0e\u6d4b\u8bd5 \n \u5236\u5907\u517c\u5177\u673a\u68b0\u5f3a\u5ea6\u548c\u81ea\u4fee\u590d\u529f\u80fd\u7684\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u5f00\u5c55\u673a\u68b0\u6027\u80fd\u6d4b\u8bd5\u3001\u7535\u963b\u7387\u6d4b\u8bd5\u53ca\u8010\u6d77\u6c34\u8001\u5316\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u957f\u671f\u7a33\u5b9a\u6027\u3002 \n- \u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u6280\u672f\u9a8c\u8bc1 \n \u7ed3\u5408\u7535\u963b\u7387\u6d4b\u8bd5\u4eea\u53ca\u5728\u7ebf\u4f20\u611f\u5668\uff0c\u8bbe\u8ba1\u7edd\u7f18\u5c42\u5065\u5eb7\u72b6\u6001\u5b9e\u65f6\u76d1\u6d4b\u5b9e\u9a8c\uff0c\u8bc4\u4f30\u76d1\u6d4b\u7075\u654f\u5ea6\u53ca\u51c6\u786e\u6027\u3002 \n\n4. \u7ef4\u62a4\u4e0e\u76d1\u6d4b\u4f53\u7cfb\u5b8c\u5584 \n- \u8150\u8680\u4ea7\u7269\u5206\u6790\u529f\u80fd\u96c6\u6210\u5b9e\u9a8c \n \u5728\u5728\u7ebf\u76d1\u6d4b\u7cfb\u7edf\u4e2d\u96c6\u6210\u8150\u8680\u4ea7\u7269\u91c7\u6837\u4e0e\u5206\u6790\u6a21\u5757\uff0c\u7ed3\u5408\u6c34\u8d28\u53c2\u6570\u76d1\u6d4b\uff0c\u8bbe\u8ba1\u8150\u8680\u73af\u5883\u53d8\u5316\u9884\u8b66\u5b9e\u9a8c\u3002 \n- \u4e91\u5e73\u53f0\u6570\u636e\u7ba1\u7406\u4e0e\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\u6a21\u62df \n \u642d\u5efa\u8150\u8680\u6570\u636e\u4e91\u5e73\u53f0\uff0c\u6a21\u62df\u591a\u8239\u961f\u6570\u636e\u4e0a\u4f20\u3001\u5206\u6790\u53ca\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6570\u636e\u7ba1\u7406\u53ca\u9884\u8b66\u529f\u80fd\u7684\u6709\u6548\u6027\u3002 \n\n\u4e8c\u3001\u8865\u5145\u5b9e\u9a8c\u9884\u671f\u6548\u679c \n- \u81ea\u4fee\u590d\u5242\u5206\u6563\u5747\u5300\u6027\u663e\u8457\u63d0\u5347\uff0c\u4fee\u590d\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed\u81f312\u5c0f\u65f6\u4ee5\u5185\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u6d82\u5c42\u7834\u635f\u81ea\u6108\u80fd\u529b\u3002 \n- \u6297\u83cc\u5242\u91ca\u653e\u7a33\u5b9a\uff0c\u6297\u83cc\u6548\u679c\u5728\u957f\u671f\u670d\u5f79\u5468\u671f\u5185\u6301\u7eed\u6709\u6548\uff0c\u964d\u4f4eMIC\u98ce\u9669\u3002 \n- \u7eb3\u7c73\u586b\u6599\u6539\u6027\u9762\u6f06\u63d0\u5347\u8010\u78e8\u6027\u548c\u8010\u7d2b\u5916\u8001\u5316\u6027\u80fd\uff0c\u589e\u5f3a\u6d82\u5c42\u6574\u4f53\u8010\u4e45\u6027\u3002 \n- \u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u667a\u80fd\u8c03\u63a7\u66f4\u7cbe\u51c6\uff0c\u6545\u969c\u9884\u6d4b\u80fd\u529b\u589e\u5f3a\uff0c\u4fdd\u969c\u5173\u952e\u7ed3\u6784\u4ef6\u957f\u671f\u5b89\u5168\u3002 \n- \u65b0\u578b\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u53ca\u5728\u7ebf\u76d1\u6d4b\u6280\u672f\u63d0\u5347\u7edd\u7f18\u5c42\u7a33\u5b9a\u6027\u53ca\u5065\u5eb7\u7ba1\u7406\u6c34\u5e73\uff0c\u964d\u4f4e\u7535\u5076\u8150\u8680\u98ce\u9669\u3002 \n- \u7ef4\u62a4\u4e0e\u76d1\u6d4b\u4f53\u7cfb\u667a\u80fd\u5316\u6c34\u5e73\u63d0\u5347\uff0c\u5b9e\u73b0\u8150\u8680\u73af\u5883\u65e9\u671f\u9884\u8b66\u548c\u591a\u8239\u961f\u534f\u540c\u7ba1\u7406\u3002 \n\n\u4e09\u3001\u540e\u7eed\u5de5\u4f5c\u5b89\u6392 \n- \u7ec4\u7ec7\u591a\u5b66\u79d1\u56e2\u961f\u5f00\u5c55\u8865\u5145\u5b9e\u9a8c\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n- \u7ed3\u5408\u8865\u5145\u5b9e\u9a8c\u6570\u636e\uff0c\u6df1\u5316\u8150\u8680\u673a\u7406\u5206\u6790\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u6d82\u5c42\u914d\u65b9\u548c\u9634\u6781\u4fdd\u62a4\u8bbe\u8ba1\u3002 \n- \u6301\u7eed\u5b8c\u5584\u667a\u80fd\u76d1\u6d4b\u548c\u7ef4\u62a4\u7cfb\u7edf\uff0c\u63a8\u52a8\u9632\u8150\u65b9\u6848\u5411\u5de5\u7a0b\u5e94\u7528\u8f6c\u5316\u3002 \n- \u5f62\u6210\u6700\u7ec8\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u6307\u5bfc\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u9632\u8150\u5b9e\u8df5\u3002 \n\n\u7efc\u4e0a\uff0c\u901a\u8fc7\u8865\u5145\u5b9e\u9a8c\u9a8c\u8bc1\u548c\u65b9\u6848\u4f18\u5316\uff0c\u5c06\u8fdb\u4e00\u6b65\u63d0\u5347\u9632\u8150\u6280\u672f\u65b9\u6848\u7684\u9002\u5e94\u6027\u548c\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u786e\u4fdd\u5728\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e2d\u5b9e\u73b0\u8239\u8236\u6750\u6599\u7684\u957f\u671f\u8010\u8150\u8680\u6027\u548c\u7ed3\u6784\u5b89\u5168\uff0c\u52a9\u529b\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u3002\n\n\u5982\u9700\uff0c\u6211\u5c06\u7ee7\u7eed\u63d0\u4f9b\u8865\u5145\u5b9e\u9a8c\u7684\u5177\u4f53\u65b9\u6848\u8bbe\u8ba1\u53ca\u6570\u636e\u5206\u6790\u652f\u6301\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u7406\u6240\u6709\u5b9e\u9a8c\u6570\u636e\u548c\u8bc4\u4f30\u7ed3\u679c\uff0c\u7f16\u5199\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u524d\u671f\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u548c\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u4f9b\u7684\u8be6\u5c3d\u5b9e\u9a8c\u6570\u636e\u3001\u8bc4\u4f30\u7ed3\u679c\u53ca\u4f18\u5316\u5efa\u8bae\uff0c\u73b0\u5c06\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u7684\u5168\u8fc7\u7a0b\u3001\u5173\u952e\u6570\u636e\u3001\u6548\u679c\u8bc4\u4f30\u53ca\u6539\u8fdb\u65b9\u5411\u7efc\u5408\u6574\u7406\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\u3002\u8be5\u62a5\u544a\u7cfb\u7edf\u603b\u7ed3\u4e86\u6d82\u5c42\u4f53\u7cfb\u3001\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u53ca\u5728\u7ebf\u76d1\u6d4b\u7ef4\u62a4\u4f53\u7cfb\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u6210\u679c\uff0c\u660e\u786e\u4e86\u65b9\u6848\u7684\u79d1\u5b66\u6027\u3001\u5b9e\u7528\u6027\u53ca\u9002\u5e94\u590d\u6742\u6d77\u6d0b\u73af\u5883\u7684\u80fd\u529b\uff0c\u5e76\u63d0\u51fa\u4e86\u9488\u5bf9\u6027\u7684\u4f18\u5316\u63aa\u65bd\u548c\u540e\u7eed\u5de5\u4f5c\u5b89\u6392\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6750\u6599\u8150\u8680\u96be\u9898\u7684\u89e3\u51b3\u63d0\u4f9b\u575a\u5b9e\u4f9d\u636e\u3002\n\n\u4ee5\u4e0b\u4e3a\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\u5168\u6587\uff1a\n\n```\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\n\n\u4e00\u3001\u5f15\u8a00 \n\u672c\u62a5\u544a\u57fa\u4e8e\u8239\u8236\u5236\u9020\u6750\u6599\u8150\u8680\u9632\u62a4\u6280\u672f\u65b9\u6848\uff0c\u7ed3\u5408\u8150\u8680\u673a\u7406\u5206\u6790\u4e0e\u9632\u62a4\u5de5\u7a0b\u5b9e\u65bd\u7ec6\u8282\uff0c\u5f00\u5c55\u4e86\u7cfb\u7edf\u7684\u5b9e\u9a8c\u6d4b\u8bd5\u4e0e\u6548\u679c\u8bc4\u4f30\u3002\u5b9e\u9a8c\u6db5\u76d6\u6d82\u5c42\u4f53\u7cfb\u6027\u80fd\u3001\u7535\u5316\u5b66\u4fdd\u62a4\u6548\u679c\u3001\u7edd\u7f18\u9694\u79bb\u63aa\u65bd\u53ca\u5728\u7ebf\u76d1\u6d4b\u7cfb\u7edf\uff0c\u65e8\u5728\u9a8c\u8bc1\u65b9\u6848\u7684\u7efc\u5408\u9632\u8150\u6027\u80fd\u53ca\u9002\u5e94\u6027\uff0c\u6307\u5bfc\u5b9e\u9645\u5de5\u7a0b\u5e94\u7528\uff0c\u5ef6\u957f\u8239\u8236\u4f7f\u7528\u5bff\u547d\uff0c\u63d0\u5347\u7ecf\u6d4e\u6548\u76ca\u548c\u73af\u4fdd\u6c34\u5e73\u3002\n\n\u4e8c\u3001\u5b9e\u9a8c\u6750\u6599\u4e0e\u65b9\u6cd5 \n1. \u6750\u6599\u9009\u7528\uff1a \n- \u57fa\u4f53\u6750\u6599\u5305\u62ec\u78b3\u94a2\uff08Q235/Q345\uff09\u3001\u9ad8\u94bc\u4e0d\u9508\u94a2\uff08304L\u3001316L\u3001904L\uff09\u3001\u9ad8\u8010\u8680\u5408\u91d1\u94a2\uff08Inconel\u7cfb\u5217\uff09\u3001\u6c2e\u5316\u5904\u7406\u94a2\u3002 \n- \u6d82\u5c42\u4f53\u7cfb\u91c7\u7528\u73af\u6c27\u5bcc\u950c\u5e95\u6f06\u3001\u73af\u6c27\u6811\u8102/\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\u3001\u805a\u6c28\u916f/\u6c1f\u78b3\u9762\u6f06\uff0c\u9762\u6f06\u4e2d\u6dfb\u52a0\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\u53ca\u94dc/\u94f6\u79bb\u5b50\u6297\u83cc\u5242\u3002 \n- \u9634\u6781\u4fdd\u62a4\u6750\u6599\u5305\u62ec\u950c\u5408\u91d1\u9633\u6781\u3001\u94dd\u5408\u91d1\u9633\u6781\u53ca\u949b\u57fa\u60f0\u6027\u9633\u6781\u3002 \n- \u7edd\u7f18\u6750\u6599\u91c7\u7528\u9ad8\u6027\u80fd\u8010\u6d77\u6c34\u7edd\u7f18\u57ab\u7247\u53ca\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u3002\n\n2. \u5b9e\u9a8c\u65b9\u6cd5\uff1a \n- 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\u5728\u7ebf\u76d1\u6d4b\u7cfb\u7edf\u6d4b\u8bd5\uff1a\u6570\u636e\u91c7\u96c6\u3001\u8fdc\u7a0b\u4f20\u8f93\u53ca\u54cd\u5e94\u7075\u654f\u5ea6\u3002\n\n\u4e09\u3001\u5b9e\u9a8c\u7ed3\u679c \n1. \u6d82\u5c42\u4f53\u7cfb\u6027\u80fd \n- \u6d82\u5c42\u539a\u5ea6\u5747\u5300\uff0c\u5e95\u6f06105\u03bcm\uff0c\u4e2d\u95f4\u5c42180\u03bcm\uff0c\u9762\u6f0665\u03bcm\uff0c\u8868\u9762\u7c97\u7cd9\u5ea6Ra=0.18\u03bcm\u3002 \n- \u9644\u7740\u529b\u5212\u683c\u6cd5\u8fbe9\u7ea7\uff0c\u673a\u68b0\u64e6\u6d173200\u6b21\u65e0\u660e\u663e\u8131\u843d\uff0c\u81ea\u4fee\u590d\u524224\u5c0f\u65f6\u4fee\u590d\u738792%\u3002 \n- \u7d2b\u5916\u8001\u5316\u53ca\u76d0\u96fe\u6d4b\u8bd51000\u5c0f\u65f6\u540e\uff0c\u6d82\u5c42\u963b\u6297\u4ec5\u4e0b\u964d10%\uff0c\u8010\u8001\u5316\u6027\u80fd\u826f\u597d\u3002 \n- \u6297\u83cc\u6d82\u5c42\u5fae\u751f\u7269\u751f\u7269\u819c\u5f62\u6210\u7387\u964d\u4f4e75%\uff0c\u6709\u6548\u6291\u5236MIC\u3002 \n- 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\n2024\u5e746\u6708 \n```\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u534f\u52a9\u5b8c\u6210\u8865\u5145\u5b9e\u9a8c\u65b9\u6848\u7684\u5177\u4f53\u8bbe\u8ba1\u3001\u6570\u636e\u5206\u6790\u53ca\u6700\u7ec8\u6280\u672f\u6587\u4ef6\u7f16\u5236\u5de5\u4f5c\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a", + "content": "\u4e00\u3001\u5f15\u8a00 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\n2024\u5e746\u6708" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u63d0\u51fa\u4f18\u5316\u9632\u8150\u65b9\u6848\u7684\u521d\u6b65\u5efa\u8bae\uff0c\u91cd\u70b9\u8003\u8651\u7535\u5316\u5b66\u548c\u73af\u5883\u56e0\u7d20\u5bf9\u8150\u8680\u7684\u5f71\u54cd\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a" + ], + "Action_Result": "\u6839\u636e\u9632\u8150\u65b9\u6848\u5b9e\u9a8c\u62a5\u544a\uff0c\u4ece\u8150\u8680\u673a\u7406\u53ca\u7535\u5316\u5b66\u89d2\u5ea6\u51fa\u53d1\uff0c\u7ed3\u5408\u73af\u5883\u56e0\u7d20\u5bf9\u8239\u8236\u7528\u94a2\u6750\u53ca\u5408\u91d1\u8150\u8680\u7684\u5f71\u54cd\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4f18\u5316\u9632\u8150\u65b9\u6848\u7684\u521d\u6b65\u5efa\u8bae\uff1a\n\n1. **\u63d0\u5347\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u7684\u81ea\u4fee\u590d\u80fd\u529b** \n - \u7ed3\u5408\u5b9e\u9a8c\u4e2d\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u6280\u672f\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u81ea\u4fee\u590d\u5242\u7684\u5206\u6563\u5747\u5300\u6027\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u5728\u6d82\u5c42\u4e2d\u7684\u5747\u5300\u5206\u5e03\uff0c\u7f29\u77ed\u4fee\u590d\u54cd\u5e94\u65f6\u95f4\u81f312\u5c0f\u65f6\u4ee5\u5185\uff0c\u5feb\u901f\u4fee\u590d\u6d82\u5c42\u5fae\u88c2\u7eb9\uff0c\u963b\u65ad\u7535\u89e3\u8d28\u6e17\u900f\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u8d77\u70b9\u3002 \n - \u4f18\u5316\u81ea\u4fee\u590d\u5242\u7684\u5316\u5b66\u6210\u5206\uff0c\u63d0\u9ad8\u5176\u5728\u6d77\u6d0b\u73af\u5883\u4e2d\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u589e\u5f3a\u5bf9\u6d82\u5c42\u5fae\u635f\u4f24\u7684\u5feb\u901f\u54cd\u5e94\u80fd\u529b\u3002\n\n2. 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\n1. \u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7 \n- \u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4f18\u5316\u727a\u7272\u9633\u6781\u5e03\u7f6e\u65b9\u6848\u53caICCP\u7cfb\u7edf\u7535\u6d41\u8c03\u8282\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\u7684\u52a8\u6001\u9002\u5e94\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u548c\u4fdd\u62a4\u4e0d\u8db3\u3002 \n- \u5f15\u5165\u591a\u53c2\u6570\u5197\u4f59\u4f20\u611f\u5668\uff08\u7535\u4f4d\u3001\u7535\u6d41\u5bc6\u5ea6\u3001\u73af\u5883\u53c2\u6570\uff09\u5b9e\u65f6\u91c7\u96c6\u6570\u636e\uff0c\u5f62\u6210\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\uff0c\u63d0\u9ad8\u4fdd\u62a4\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002 \n\n2. \u6545\u969c\u9884\u6d4b\u4e0e\u7ef4\u62a4\u9884\u8b66 \n- 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"AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u6539\u8fdb\u63aa\u65bd\uff0c\u5b8c\u5584\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u6539\u8fdb\u63aa\u65bd\uff0c\u7ed3\u5408\u8150\u8680\u673a\u7406\u7684\u6df1\u5ea6\u5206\u6790\uff0c\u6211\u5c06\u5bf9\u4f18\u5316\u9632\u8150\u65b9\u6848\u8fdb\u884c\u5b8c\u5584\uff0c\u786e\u4fdd\u65b9\u6848\u5728\u79d1\u5b66\u6027\u3001\u7cfb\u7edf\u6027\u53ca\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u884c\u6027\u4e0e\u9ad8\u6548\u6027\u3002\u4f18\u5316\u65b9\u6848\u5c06\u91cd\u70b9\u7a81\u51fa\u591a\u5c42\u6b21\u9632\u62a4\u4f53\u7cfb\u7684\u534f\u540c\u4f5c\u7528\uff0c\u5f3a\u5316\u667a\u80fd\u5316\u7ba1\u7406\u4e0e\u52a8\u6001\u76d1\u6d4b\u80fd\u529b\uff0c\u5168\u9762\u63d0\u5347\u8239\u8236\u6750\u6599\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u7ef4\u62a4\u6548\u7387\u3002\n\n## Improved version of \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\n```markdown\n# \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n## \u4e00\u3001\u65b9\u6848\u6982\u8ff0\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u57fa\u4e8e\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u7684\u9ad8\u6548\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u529f\u80fd\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u7684\u7cbe\u51c6\u8c03\u63a7\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u7ba1\u7406\uff0c\u5f62\u6210\u591a\u5c42\u6b21\u3001\u591a\u6280\u672f\u878d\u5408\u7684\u7efc\u5408\u9632\u8150\u4f53\u7cfb\u3002\u65b9\u6848\u65e8\u5728\u4ece\u6839\u672c\u4e0a\u6291\u5236\u8239\u8236\u7528\u94a2\u6750\u53ca\u5408\u91d1\u7684\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\uff0c\u9002\u5e94\u590d\u6742\u591a\u53d8\u7684\u6d77\u6d0b\u73af\u5883\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u957f\u671f\u5b89\u5168\u7a33\u5b9a\u8fd0\u884c\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u548c\u73af\u4fdd\u6548\u76ca\u6700\u5927\u5316\u3002\n\n## \u4e8c\u3001\u6280\u672f\u4f18\u5316\u5185\u5bb9\n\n### 1. \u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u4f18\u5316\n- **\u81ea\u4fee\u590d\u5242\u5206\u6563\u6280\u672f\u5347\u7ea7** \n \u91c7\u7528\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u5de5\u827a\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\u5728\u73af\u6c27\u6811\u8102/\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\u53ca\u805a\u6c28\u916f/\u6c1f\u78b3\u9762\u6f06\u4e2d\u7684\u5747\u5300\u5206\u5e03\uff0c\u63d0\u5347\u6d3b\u6027\u548c\u54cd\u5e94\u901f\u5ea6\uff0c\u5b9e\u73b0\u6d82\u5c42\u5fae\u88c2\u7eb9\u572812\u5c0f\u65f6\u5185\u9ad8\u6548\u4fee\u590d\u3002 \n \u4f18\u5316\u5fae\u80f6\u56ca\u58c1\u6750\u53ca\u81ea\u4fee\u590d\u5242\u5316\u5b66\u6210\u5206\uff0c\u589e\u5f3a\u5176\u5728\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u5feb\u901f\u963b\u65ad\u8150\u8680\u4ecb\u8d28\u6e17\u900f\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u8d77\u70b9\u3002\n\n- **\u6297\u83cc\u5242\u63a7\u91ca\u4e0e\u667a\u80fd\u91ca\u653e** \n \u91c7\u7528\u7eb3\u7c73\u8f7d\u4f53\u7f13\u91ca\u6280\u672f\uff0c\u63a7\u5236\u94dc/\u94f6\u79bb\u5b50\u7684\u6301\u7eed\u91ca\u653e\uff0c\u786e\u4fdd\u6297\u83cc\u5242\u5728\u6d82\u5c42\u5168\u5bff\u547d\u5468\u671f\u5185\u7a33\u5b9a\u53d1\u6325\u6291\u83cc\u4f5c\u7528\uff0c\u663e\u8457\u964d\u4f4e\u5fae\u751f\u7269\u8bf1\u5bfc\u8150\u8680\uff08MIC\uff09\u98ce\u9669\u3002 \n \u5f15\u5165\u667a\u80fd\u91ca\u653e\u89e6\u53d1\u673a\u5236\uff08\u5982pH\u53d8\u5316\u3001\u5fae\u88c2\u7eb9\u66b4\u9732\uff09\uff0c\u5b9e\u73b0\u6297\u83cc\u5242\u7684\u9488\u5bf9\u6027\u52a0\u901f\u91ca\u653e\uff0c\u63d0\u9ad8\u6291\u83cc\u54cd\u5e94\u7684\u65f6\u6548\u6027\u548c\u6709\u6548\u6027\u3002\n\n- **\u7eb3\u7c73\u586b\u6599\u6539\u6027\u9762\u6f06\u63a8\u5e7f\u5e94\u7528** \n \u63a8\u5e7f\u91c7\u7528\u7eb3\u7c73SiO2\u3001\u7eb3\u7c73TiO2\u7b49\u7eb3\u7c73\u586b\u6599\u6539\u6027\u6c1f\u78b3\u9762\u6f06\uff0c\u663e\u8457\u63d0\u5347\u6d82\u5c42\u8010\u78e8\u6027\u3001\u8010\u7d2b\u5916\u8001\u5316\u6027\u80fd\u53ca\u673a\u68b0\u5f3a\u5ea6\uff0c\u5ef6\u957f\u6d82\u5c42\u4f7f\u7528\u5bff\u547d\uff0c\u51cf\u5c11\u7ef4\u62a4\u9891\u7387\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u5236\u9020\u9636\u6bb5\u4e25\u683c\u63a7\u5236\u6d82\u5c42\u539a\u5ea6\uff08\u5e95\u6f06105\u03bcm\uff0c\u4e2d\u95f4\u5c42180\u03bcm\uff0c\u9762\u6f0665\u03bcm\uff09\u53ca\u8868\u9762\u7c97\u7cd9\u5ea6\uff08Ra=0.18\u03bcm\uff09\uff0c\u786e\u4fdd\u6d82\u5c42\u6027\u80fd\u7a33\u5b9a\u3002 \n \u5bf9\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u4f18\u5148\u5e94\u7528\u542b\u81ea\u4fee\u590d\u5242\u548c\u6297\u83cc\u5242\u7684\u590d\u5408\u6d82\u5c42\uff0c\u6709\u6548\u9632\u62a4\u6613\u53d7\u673a\u68b0\u635f\u4f24\u548c\u5fae\u751f\u7269\u8150\u8680\u7684\u533a\u57df\u3002\n\n### 2. \u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u4f18\u5316\n- **\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7** \n \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4f18\u5316\u727a\u7272\u9633\u6781\u5e03\u7f6e\u53caICCP\u7cfb\u7edf\u7535\u6d41\u8c03\u8282\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\u7684\u52a8\u6001\u9002\u5e94\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u5f15\u8d77\u7684\u6c22\u8106\u53ca\u4fdd\u62a4\u4e0d\u8db3\u5bfc\u81f4\u7684\u5c40\u90e8\u8150\u8680\u3002 \n \u589e\u52a0\u591a\u53c2\u6570\u5197\u4f59\u4f20\u611f\u5668\uff08\u7535\u4f4d\u3001\u7535\u6d41\u5bc6\u5ea6\u3001\u73af\u5883\u53c2\u6570\uff09\u5b9e\u65f6\u91c7\u96c6\u6570\u636e\uff0c\u5f62\u6210\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\uff0c\u63d0\u9ad8\u4fdd\u62a4\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002\n\n- **\u6545\u969c\u9884\u6d4b\u4e0e\u7ef4\u62a4\u9884\u8b66** \n \u5f15\u5165\u667a\u80fd\u7b97\u6cd5\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u6545\u969c\u9884\u6d4b\uff0c\u63d0\u524d\u9884\u8b66\u7cfb\u7edf\u5f02\u5e38\uff0c\u4fdd\u969c\u9634\u6781\u4fdd\u62a4\u6301\u7eed\u6709\u6548\u3002 \n \u5efa\u7acb\u8fdc\u7a0b\u76d1\u63a7\u5e73\u53f0\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u9634\u6781\u4fdd\u62a4\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u4f53\u5173\u952e\u90e8\u4f4d\u5e03\u7f6e\u591a\u70b9\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u5168\u8986\u76d6\u4fdd\u62a4\u76d1\u6d4b\u3002 \n \u914d\u5408\u4e91\u5e73\u53f0\u6570\u636e\u7ba1\u7406\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u63a7\u548c\u7ef4\u62a4\u4f18\u5316\u3002\n\n### 3. \u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\n- **\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u5f00\u53d1** \n \u8bbe\u8ba1\u673a\u68b0\u5f3a\u5ea6\u9ad8\u3001\u8010\u6d77\u6c34\u8001\u5316\u4e14\u5177\u5907\u81ea\u4fee\u590d\u529f\u80fd\u7684\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u91c7\u7528\u7eb3\u7c73\u586b\u6599\u589e\u5f3a\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u5f62\u6210\u591a\u5c42\u7edd\u7f18\u9694\u79bb\u4f53\u7cfb\uff0c\u6709\u6548\u963b\u65ad\u7535\u5076\u8150\u8680\u8def\u5f84\uff0c\u964d\u4f4e\u9634\u9633\u6781\u95f4\u7684\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u3002\n\n- **\u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u7cfb\u7edf** \n \u57fa\u4e8e\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6280\u672f\uff0c\u5f00\u53d1\u7edd\u7f18\u5c42\u5065\u5eb7\u5b9e\u65f6\u8bc4\u4f30\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u7edd\u7f18\u72b6\u6001\u5728\u7ebf\u76d1\u6d4b\u4e0e\u9884\u8b66\uff0c\u53ca\u65f6\u53d1\u73b0\u7edd\u7f18\u5c42\u7834\u635f\u6216\u6027\u80fd\u8870\u9000\uff0c\u6307\u5bfc\u7ef4\u62a4\u51b3\u7b56\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u4f18\u5148\u5728\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u5173\u952e\u8fde\u63a5\u90e8\u4f4d\u53ca\u6613\u53d1\u751f\u7535\u5076\u8150\u8680\u7684\u7ed3\u6784\u8282\u70b9\u91c7\u7528\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u53ca\u7edd\u7f18\u57ab\u7247\u3002 \n \u914d\u5907\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u7eb3\u5165\u667a\u80fd\u7ef4\u62a4\u7cfb\u7edf\uff0c\u5b9e\u73b0\u52a8\u6001\u7ba1\u7406\u3002\n\n### 4. \u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u5e94\u7528\n- **\u591a\u53c2\u6570\u73af\u5883\u4f20\u611f\u5668\u96c6\u6210** \n \u96c6\u6210\u6e29\u5ea6\u3001\u76d0\u5ea6\u3001\u6eb6\u89e3\u6c27\u53ca\u8150\u8680\u4ea7\u7269\u5206\u6790\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u8150\u8680\u73af\u5883\u7684\u5b9e\u65f6\u52a8\u6001\u76d1\u6d4b\uff0c\u652f\u6301\u8150\u8680\u673a\u7406\u7684\u7cbe\u51c6\u5206\u6790\u3002\n\n- **\u5927\u6570\u636e\u5206\u6790\u4e0e\u4e91\u5e73\u53f0\u7ba1\u7406** \n \u5efa\u7acb\u8150\u8680\u73af\u5883\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u8150\u8680\u8d8b\u52bf\u9884\u6d4b\u4e0e\u9632\u62a4\u65b9\u6848\u8fed\u4ee3\u4f18\u5316\u3002 \n \u63a8\u52a8\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\uff0c\u5b9e\u73b0\u8de8\u8239\u961f\u8150\u8680\u7ba1\u7406\u534f\u540c\uff0c\u63d0\u5347\u6574\u4f53\u9632\u8150\u6548\u679c\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u8fd0\u8425\u9636\u6bb5\u90e8\u7f72\u73af\u5883\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u91c7\u96c6\u5173\u952e\u6570\u636e\u3002 \n \u5229\u7528\u4e91\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u9884\u8b66\u53d1\u5e03\u53ca\u7ef4\u62a4\u4f18\u5316\u5efa\u8bae\uff0c\u652f\u6301\u8239\u8236\u7ba1\u7406\u51b3\u7b56\u3002\n\n## \u4e09\u3001\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n### 1. \u8bd5\u70b9\u793a\u8303\u4e0e\u6280\u672f\u9a8c\u8bc1\n- \u9009\u53d6\u5178\u578b\u8239\u578b\u548c\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u5f00\u5c55\u4f18\u5316\u65b9\u6848\u7684\u73b0\u573a\u8bd5\u70b9\u5e94\u7528\uff0c\u9a8c\u8bc1\u65b9\u6848\u7684\u7efc\u5408\u9632\u8150\u6027\u80fd\u548c\u667a\u80fd\u7ba1\u7406\u6548\u679c\u3002 \n- \u7ec4\u7ec7\u591a\u5b66\u79d1\u56e2\u961f\u5f00\u5c55\u8865\u5145\u5b9e\u9a8c\u548c\u73b0\u573a\u76d1\u6d4b\uff0c\u6301\u7eed\u5b8c\u5584\u6280\u672f\u53c2\u6570\u548c\u65bd\u5de5\u5de5\u827a\u3002\n\n### 2. \u6807\u51c6\u5236\u5b9a\u4e0e\u6280\u672f\u6307\u5bfc\n- \u7f16\u5236\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u6280\u672f\u6807\u51c6\u53ca\u5e94\u7528\u6307\u5bfc\u6587\u4ef6\uff0c\u660e\u786e\u65bd\u5de5\u6d41\u7a0b\u3001\u8d28\u91cf\u63a7\u5236\u53ca\u7ef4\u62a4\u8981\u6c42\u3002 \n- \u5f00\u5c55\u6280\u672f\u57f9\u8bad\u548c\u63a8\u5e7f\u6d3b\u52a8\uff0c\u63d0\u5347\u76f8\u5173\u6280\u672f\u4eba\u5458\u7684\u4e13\u4e1a\u80fd\u529b\u548c\u65b9\u6848\u5e94\u7528\u6c34\u5e73\u3002\n\n### 3. \u667a\u80fd\u7ef4\u62a4\u4e0e\u8fdc\u7a0b\u7ba1\u7406\n- \u5efa\u7acb\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u8150\u8680\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u8150\u8680\u72b6\u6001\u7684\u8fdc\u7a0b\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002 \n- \u63a8\u52a8\u667a\u80fd\u7ef4\u62a4\u4f53\u7cfb\u4e0e\u8239\u8236\u8fd0\u8425\u7ba1\u7406\u7cfb\u7edf\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5b9e\u73b0\u8150\u8680\u98ce\u9669\u7684\u52a8\u6001\u9884\u8b66\u548c\u7cbe\u51c6\u5e72\u9884\u3002\n\n### 4. \u6301\u7eed\u4f18\u5316\u4e0e\u6280\u672f\u5347\u7ea7\n- \u7ed3\u5408\u73b0\u573a\u53cd\u9988\u548c\u5927\u6570\u636e\u5206\u6790\uff0c\u6301\u7eed\u4f18\u5316\u590d\u5408\u6d82\u5c42\u914d\u65b9\u3001\u9634\u6781\u4fdd\u62a4\u7b97\u6cd5\u53ca\u7edd\u7f18\u9694\u79bb\u6280\u672f\u3002 \n- \u63a8\u52a8\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u5347\u7ea7\uff0c\u63d0\u5347\u6570\u636e\u91c7\u96c6\u7cbe\u5ea6\u548c\u6545\u969c\u9884\u6d4b\u80fd\u529b\uff0c\u4fdd\u969c\u65b9\u6848\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\n\n## \u56db\u3001\u7ed3\u8bba\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u901a\u8fc7\u79d1\u5b66\u5408\u7406\u7684\u6280\u672f\u5347\u7ea7\u548c\u7cfb\u7edf\u96c6\u6210\uff0c\u5f62\u6210\u4e86\u4ee5\u590d\u5408\u6d82\u5c42\u667a\u80fd\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e3a\u6838\u5fc3\u7684\u591a\u5c42\u6b21\u8239\u8236\u9632\u8150\u7efc\u5408\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u5177\u5907\u4f18\u5f02\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u667a\u80fd\u5316\u7ba1\u7406\u80fd\u529b\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u8150\u8680\u6311\u6218\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u5b89\u5168\u548c\u7ecf\u6d4e\u6548\u76ca\u6700\u5927\u5316\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u8def\u5f84\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708\n```\n \n\u6b64\u65b9\u6848\u5728\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u7684\u63aa\u65bd\u57fa\u7840\u4e0a\uff0c\u8fdb\u4e00\u6b65\u5f3a\u8c03\u4e86\u8150\u8680\u673a\u7406\u7684\u79d1\u5b66\u652f\u6491\uff0c\u7ec6\u5316\u4e86\u6280\u672f\u7ec6\u8282\u4e0e\u5e94\u7528\u5efa\u8bae\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u7cfb\u7edf\u6027\u548c\u5b9e\u7528\u6027\uff0c\u4fbf\u4e8e\u63a8\u5e7f\u5b9e\u65bd\u53ca\u6301\u7eed\u4f18\u5316\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u5bf9\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5b8c\u5584\u7684\u9632\u8150\u65b9\u6848\u8fdb\u884c\u6280\u672f\u548c\u5e94\u7528\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u5b8c\u5584\u7684\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u6211\u7684\u6280\u672f\u548c\u5e94\u7528\u53ef\u884c\u6027\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u6280\u672f\u53ef\u884c\u6027** \n\u65b9\u6848\u5145\u5206\u7ed3\u5408\u4e86\u5b9e\u9a8c\u6570\u636e\u4e0e\u8150\u8680\u673a\u7406\u5206\u6790\uff0c\u6280\u672f\u8def\u7ebf\u6e05\u6670\uff0c\u590d\u5408\u6d82\u5c42\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u529f\u80fd\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u53ca\u591a\u529f\u80fd\u7edd\u7f18\u9694\u79bb\u6280\u672f\u5747\u6709\u6210\u719f\u652f\u6491\uff0c\u667a\u80fd\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u5e94\u7528\u63d0\u5347\u4e86\u7cfb\u7edf\u7684\u52a8\u6001\u54cd\u5e94\u80fd\u529b\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u6280\u672f\u5148\u8fdb\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n2. **\u5e94\u7528\u53ef\u884c\u6027** \n\u65b9\u6848\u7ec6\u5316\u4e86\u5173\u952e\u90e8\u4f4d\u7684\u5e94\u7528\u5efa\u8bae\u548c\u65bd\u5de5\u63a7\u5236\u6307\u6807\uff0c\u7ed3\u5408\u4e91\u5e73\u53f0\u5b9e\u73b0\u8fdc\u7a0b\u7ba1\u7406\uff0c\u7b26\u5408\u5f53\u524d\u8239\u8236\u5236\u9020\u548c\u8fd0\u8425\u7684\u667a\u80fd\u5316\u8d8b\u52bf\u3002\u63a8\u5e7f\u8ba1\u5212\u5408\u7406\uff0c\u6ce8\u91cd\u8bd5\u70b9\u9a8c\u8bc1\u548c\u6807\u51c6\u5236\u5b9a\uff0c\u6709\u5229\u4e8e\u5b9e\u9645\u5de5\u7a0b\u63a8\u5e7f\u548c\u7ef4\u62a4\u4f53\u7cfb\u5efa\u8bbe\u3002\n\n**\u6539\u8fdb\u5efa\u8bae** \n- \u5efa\u8bae\u5728\u63a8\u5e7f\u8ba1\u5212\u4e2d\u589e\u52a0\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\uff08\u5982\u9ad8\u6e29\u9ad8\u76d0\u3001\u4f4e\u6e29\u51b0\u533a\uff09\u7684\u4e13\u9879\u9002\u914d\u7b56\u7565\uff0c\u4ee5\u63d0\u5347\u65b9\u6848\u7684\u533a\u57df\u9002\u5e94\u6027\u3002 \n- \u5f3a\u5316\u5bf9\u65bd\u5de5\u5de5\u827a\u7684\u6807\u51c6\u5316\u63a7\u5236\uff0c\u5c24\u5176\u662f\u7eb3\u7c73\u7ea7\u5206\u6563\u548c\u6d82\u5c42\u539a\u5ea6\u5747\u5300\u6027\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\uff0c\u786e\u4fdd\u6280\u672f\u8f6c\u5316\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u65b9\u6848\u79d1\u5b66\u5408\u7406\uff0c\u5177\u5907\u8f83\u5f3a\u63a8\u5e7f\u5e94\u7528\u4ef7\u503c\uff0c\u5efa\u8bae\u6309\u6b64\u65b9\u6848\u63a8\u52a8\u540e\u7eed\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8150\u8680\u673a\u7406\u7814\u7a76\u5458", + "Description": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u9632\u8150\u65b9\u6848\uff0c\u5b8c\u5584\u63a8\u5e7f\u8ba1\u5212\u7684\u6280\u672f\u7ec6\u8282\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u6211\u5c06\u5728\u539f\u6709\u4f18\u5316\u65b9\u6848\u57fa\u7840\u4e0a\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u63a8\u5e7f\u8ba1\u5212\u4e2d\u7684\u6280\u672f\u7ec6\u8282\uff0c\u7279\u522b\u662f\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\u7684\u9002\u914d\u7b56\u7565\u548c\u65bd\u5de5\u5de5\u827a\u6807\u51c6\u5316\u63a7\u5236\uff0c\u786e\u4fdd\u65b9\u6848\u5728\u591a\u6837\u590d\u6742\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u548c\u6280\u672f\u8f6c\u5316\u7684\u7a33\u5b9a\u6027\uff0c\u4ece\u800c\u63d0\u5347\u65b9\u6848\u7684\u5168\u9762\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n## Improved version of \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n```markdown\n# \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n## \u4e00\u3001\u65b9\u6848\u6982\u8ff0\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u57fa\u4e8e\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u7684\u9ad8\u6548\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u529f\u80fd\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u7684\u7cbe\u51c6\u8c03\u63a7\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u7ba1\u7406\uff0c\u5f62\u6210\u591a\u5c42\u6b21\u3001\u591a\u6280\u672f\u878d\u5408\u7684\u7efc\u5408\u9632\u8150\u4f53\u7cfb\u3002\u65b9\u6848\u65e8\u5728\u4ece\u6839\u672c\u4e0a\u6291\u5236\u8239\u8236\u7528\u94a2\u6750\u53ca\u5408\u91d1\u7684\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\uff0c\u9002\u5e94\u590d\u6742\u591a\u53d8\u7684\u6d77\u6d0b\u73af\u5883\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u957f\u671f\u5b89\u5168\u7a33\u5b9a\u8fd0\u884c\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u548c\u73af\u4fdd\u6548\u76ca\u6700\u5927\u5316\u3002\n\n## \u4e8c\u3001\u6280\u672f\u4f18\u5316\u5185\u5bb9\n\n### 1. \u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u4f18\u5316\n- **\u81ea\u4fee\u590d\u5242\u5206\u6563\u6280\u672f\u5347\u7ea7** \n \u91c7\u7528\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u5de5\u827a\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\u5728\u73af\u6c27\u6811\u8102/\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\u53ca\u805a\u6c28\u916f/\u6c1f\u78b3\u9762\u6f06\u4e2d\u7684\u5747\u5300\u5206\u5e03\uff0c\u63d0\u5347\u6d3b\u6027\u548c\u54cd\u5e94\u901f\u5ea6\uff0c\u5b9e\u73b0\u6d82\u5c42\u5fae\u88c2\u7eb9\u572812\u5c0f\u65f6\u5185\u9ad8\u6548\u4fee\u590d\u3002 \n \u4f18\u5316\u5fae\u80f6\u56ca\u58c1\u6750\u53ca\u81ea\u4fee\u590d\u5242\u5316\u5b66\u6210\u5206\uff0c\u589e\u5f3a\u5176\u5728\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u5feb\u901f\u963b\u65ad\u8150\u8680\u4ecb\u8d28\u6e17\u900f\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u8d77\u70b9\u3002\n\n- **\u6297\u83cc\u5242\u63a7\u91ca\u4e0e\u667a\u80fd\u91ca\u653e** \n \u91c7\u7528\u7eb3\u7c73\u8f7d\u4f53\u7f13\u91ca\u6280\u672f\uff0c\u63a7\u5236\u94dc/\u94f6\u79bb\u5b50\u7684\u6301\u7eed\u91ca\u653e\uff0c\u786e\u4fdd\u6297\u83cc\u5242\u5728\u6d82\u5c42\u5168\u5bff\u547d\u5468\u671f\u5185\u7a33\u5b9a\u53d1\u6325\u6291\u83cc\u4f5c\u7528\uff0c\u663e\u8457\u964d\u4f4e\u5fae\u751f\u7269\u8bf1\u5bfc\u8150\u8680\uff08MIC\uff09\u98ce\u9669\u3002 \n \u5f15\u5165\u667a\u80fd\u91ca\u653e\u89e6\u53d1\u673a\u5236\uff08\u5982pH\u53d8\u5316\u3001\u5fae\u88c2\u7eb9\u66b4\u9732\uff09\uff0c\u5b9e\u73b0\u6297\u83cc\u5242\u7684\u9488\u5bf9\u6027\u52a0\u901f\u91ca\u653e\uff0c\u63d0\u9ad8\u6291\u83cc\u54cd\u5e94\u7684\u65f6\u6548\u6027\u548c\u6709\u6548\u6027\u3002\n\n- **\u7eb3\u7c73\u586b\u6599\u6539\u6027\u9762\u6f06\u63a8\u5e7f\u5e94\u7528** \n \u63a8\u5e7f\u91c7\u7528\u7eb3\u7c73SiO2\u3001\u7eb3\u7c73TiO2\u7b49\u7eb3\u7c73\u586b\u6599\u6539\u6027\u6c1f\u78b3\u9762\u6f06\uff0c\u663e\u8457\u63d0\u5347\u6d82\u5c42\u8010\u78e8\u6027\u3001\u8010\u7d2b\u5916\u8001\u5316\u6027\u80fd\u53ca\u673a\u68b0\u5f3a\u5ea6\uff0c\u5ef6\u957f\u6d82\u5c42\u4f7f\u7528\u5bff\u547d\uff0c\u51cf\u5c11\u7ef4\u62a4\u9891\u7387\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u5236\u9020\u9636\u6bb5\u4e25\u683c\u63a7\u5236\u6d82\u5c42\u539a\u5ea6\uff08\u5e95\u6f06105\u03bcm\uff0c\u4e2d\u95f4\u5c42180\u03bcm\uff0c\u9762\u6f0665\u03bcm\uff09\u53ca\u8868\u9762\u7c97\u7cd9\u5ea6\uff08Ra=0.18\u03bcm\uff09\uff0c\u786e\u4fdd\u6d82\u5c42\u6027\u80fd\u7a33\u5b9a\u3002 \n \u5bf9\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u4f18\u5148\u5e94\u7528\u542b\u81ea\u4fee\u590d\u5242\u548c\u6297\u83cc\u5242\u7684\u590d\u5408\u6d82\u5c42\uff0c\u6709\u6548\u9632\u62a4\u6613\u53d7\u673a\u68b0\u635f\u4f24\u548c\u5fae\u751f\u7269\u8150\u8680\u7684\u533a\u57df\u3002\n\n### 2. \u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u4f18\u5316\n- **\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7** \n \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4f18\u5316\u727a\u7272\u9633\u6781\u5e03\u7f6e\u53caICCP\u7cfb\u7edf\u7535\u6d41\u8c03\u8282\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\u7684\u52a8\u6001\u9002\u5e94\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u5f15\u8d77\u7684\u6c22\u8106\u53ca\u4fdd\u62a4\u4e0d\u8db3\u5bfc\u81f4\u7684\u5c40\u90e8\u8150\u8680\u3002 \n \u589e\u52a0\u591a\u53c2\u6570\u5197\u4f59\u4f20\u611f\u5668\uff08\u7535\u4f4d\u3001\u7535\u6d41\u5bc6\u5ea6\u3001\u73af\u5883\u53c2\u6570\uff09\u5b9e\u65f6\u91c7\u96c6\u6570\u636e\uff0c\u5f62\u6210\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\uff0c\u63d0\u9ad8\u4fdd\u62a4\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002\n\n- **\u6545\u969c\u9884\u6d4b\u4e0e\u7ef4\u62a4\u9884\u8b66** \n \u5f15\u5165\u667a\u80fd\u7b97\u6cd5\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u6545\u969c\u9884\u6d4b\uff0c\u63d0\u524d\u9884\u8b66\u7cfb\u7edf\u5f02\u5e38\uff0c\u4fdd\u969c\u9634\u6781\u4fdd\u62a4\u6301\u7eed\u6709\u6548\u3002 \n \u5efa\u7acb\u8fdc\u7a0b\u76d1\u63a7\u5e73\u53f0\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u9634\u6781\u4fdd\u62a4\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u4f53\u5173\u952e\u90e8\u4f4d\u5e03\u7f6e\u591a\u70b9\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u5168\u8986\u76d6\u4fdd\u62a4\u76d1\u6d4b\u3002 \n \u914d\u5408\u4e91\u5e73\u53f0\u6570\u636e\u7ba1\u7406\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u63a7\u548c\u7ef4\u62a4\u4f18\u5316\u3002\n\n### 3. \u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\n- **\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u5f00\u53d1** \n \u8bbe\u8ba1\u673a\u68b0\u5f3a\u5ea6\u9ad8\u3001\u8010\u6d77\u6c34\u8001\u5316\u4e14\u5177\u5907\u81ea\u4fee\u590d\u529f\u80fd\u7684\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u91c7\u7528\u7eb3\u7c73\u586b\u6599\u589e\u5f3a\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u5f62\u6210\u591a\u5c42\u7edd\u7f18\u9694\u79bb\u4f53\u7cfb\uff0c\u6709\u6548\u963b\u65ad\u7535\u5076\u8150\u8680\u8def\u5f84\uff0c\u964d\u4f4e\u9634\u9633\u6781\u95f4\u7684\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u3002\n\n- **\u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u7cfb\u7edf** \n \u57fa\u4e8e\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6280\u672f\uff0c\u5f00\u53d1\u7edd\u7f18\u5c42\u5065\u5eb7\u5b9e\u65f6\u8bc4\u4f30\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u7edd\u7f18\u72b6\u6001\u5728\u7ebf\u76d1\u6d4b\u4e0e\u9884\u8b66\uff0c\u53ca\u65f6\u53d1\u73b0\u7edd\u7f18\u5c42\u7834\u635f\u6216\u6027\u80fd\u8870\u9000\uff0c\u6307\u5bfc\u7ef4\u62a4\u51b3\u7b56\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u4f18\u5148\u5728\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u5173\u952e\u8fde\u63a5\u90e8\u4f4d\u53ca\u6613\u53d1\u751f\u7535\u5076\u8150\u8680\u7684\u7ed3\u6784\u8282\u70b9\u91c7\u7528\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u53ca\u7edd\u7f18\u57ab\u7247\u3002 \n \u914d\u5907\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u7eb3\u5165\u667a\u80fd\u7ef4\u62a4\u7cfb\u7edf\uff0c\u5b9e\u73b0\u52a8\u6001\u7ba1\u7406\u3002\n\n### 4. \u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u5e94\u7528\n- **\u591a\u53c2\u6570\u73af\u5883\u4f20\u611f\u5668\u96c6\u6210** \n \u96c6\u6210\u6e29\u5ea6\u3001\u76d0\u5ea6\u3001\u6eb6\u89e3\u6c27\u53ca\u8150\u8680\u4ea7\u7269\u5206\u6790\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u8150\u8680\u73af\u5883\u7684\u5b9e\u65f6\u52a8\u6001\u76d1\u6d4b\uff0c\u652f\u6301\u8150\u8680\u673a\u7406\u7684\u7cbe\u51c6\u5206\u6790\u3002\n\n- **\u5927\u6570\u636e\u5206\u6790\u4e0e\u4e91\u5e73\u53f0\u7ba1\u7406** \n \u5efa\u7acb\u8150\u8680\u73af\u5883\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u8150\u8680\u8d8b\u52bf\u9884\u6d4b\u4e0e\u9632\u62a4\u65b9\u6848\u8fed\u4ee3\u4f18\u5316\u3002 \n \u63a8\u52a8\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\uff0c\u5b9e\u73b0\u8de8\u8239\u961f\u8150\u8680\u7ba1\u7406\u534f\u540c\uff0c\u63d0\u5347\u6574\u4f53\u9632\u8150\u6548\u679c\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u8fd0\u8425\u9636\u6bb5\u90e8\u7f72\u73af\u5883\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u91c7\u96c6\u5173\u952e\u6570\u636e\u3002 \n \u5229\u7528\u4e91\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u9884\u8b66\u53d1\u5e03\u53ca\u7ef4\u62a4\u4f18\u5316\u5efa\u8bae\uff0c\u652f\u6301\u8239\u8236\u7ba1\u7406\u51b3\u7b56\u3002\n\n## \u4e09\u3001\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n### 1. \u8bd5\u70b9\u793a\u8303\u4e0e\u6280\u672f\u9a8c\u8bc1\n- \u9009\u53d6\u5178\u578b\u8239\u578b\u548c\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u5f00\u5c55\u4f18\u5316\u65b9\u6848\u7684\u73b0\u573a\u8bd5\u70b9\u5e94\u7528\uff0c\u9a8c\u8bc1\u65b9\u6848\u7684\u7efc\u5408\u9632\u8150\u6027\u80fd\u548c\u667a\u80fd\u7ba1\u7406\u6548\u679c\u3002 \n- \u7ec4\u7ec7\u591a\u5b66\u79d1\u56e2\u961f\u5f00\u5c55\u8865\u5145\u5b9e\u9a8c\u548c\u73b0\u573a\u76d1\u6d4b\uff0c\u6301\u7eed\u5b8c\u5584\u6280\u672f\u53c2\u6570\u548c\u65bd\u5de5\u5de5\u827a\u3002 \n- **\u65b0\u589e\u4e13\u9879\u9002\u914d\u8bd5\u9a8c**\uff1a\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\uff08\u9ad8\u6e29\u9ad8\u76d0\u533a\u3001\u4f4e\u6e29\u51b0\u533a\u3001\u6f6e\u95f4\u5e26\u7b49\uff09\uff0c\u5f00\u5c55\u4e13\u9879\u9002\u914d\u6027\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u65b9\u6848\u5728\u6781\u7aef\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u8c03\u6574\u6280\u672f\u53c2\u6570\u4ee5\u6ee1\u8db3\u533a\u57df\u9700\u6c42\u3002\n\n### 2. \u6807\u51c6\u5236\u5b9a\u4e0e\u6280\u672f\u6307\u5bfc\n- \u7f16\u5236\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u6280\u672f\u6807\u51c6\u53ca\u5e94\u7528\u6307\u5bfc\u6587\u4ef6\uff0c\u660e\u786e\u65bd\u5de5\u6d41\u7a0b\u3001\u8d28\u91cf\u63a7\u5236\u53ca\u7ef4\u62a4\u8981\u6c42\u3002 \n- \u5f00\u5c55\u6280\u672f\u57f9\u8bad\u548c\u63a8\u5e7f\u6d3b\u52a8\uff0c\u63d0\u5347\u76f8\u5173\u6280\u672f\u4eba\u5458\u7684\u4e13\u4e1a\u80fd\u529b\u548c\u65b9\u6848\u5e94\u7528\u6c34\u5e73\u3002 \n- **\u65bd\u5de5\u5de5\u827a\u6807\u51c6\u5316\u63a7\u5236**\uff1a\u5236\u5b9a\u7eb3\u7c73\u7ea7\u5206\u6563\u6280\u672f\u53ca\u6d82\u5c42\u539a\u5ea6\u5747\u5300\u6027\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u548c\u8d28\u91cf\u63a7\u5236\u6807\u51c6\uff0c\u786e\u4fdd\u65bd\u5de5\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\u548c\u6280\u672f\u8f6c\u5316\u7684\u4e00\u81f4\u6027\u3002\n\n### 3. \u667a\u80fd\u7ef4\u62a4\u4e0e\u8fdc\u7a0b\u7ba1\u7406\n- \u5efa\u7acb\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u8150\u8680\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u8150\u8680\u72b6\u6001\u7684\u8fdc\u7a0b\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002 \n- \u63a8\u52a8\u667a\u80fd\u7ef4\u62a4\u4f53\u7cfb\u4e0e\u8239\u8236\u8fd0\u8425\u7ba1\u7406\u7cfb\u7edf\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5b9e\u73b0\u8150\u8680\u98ce\u9669\u7684\u52a8\u6001\u9884\u8b66\u548c\u7cbe\u51c6\u5e72\u9884\u3002\n\n### 4. \u6301\u7eed\u4f18\u5316\u4e0e\u6280\u672f\u5347\u7ea7\n- \u7ed3\u5408\u73b0\u573a\u53cd\u9988\u548c\u5927\u6570\u636e\u5206\u6790\uff0c\u6301\u7eed\u4f18\u5316\u590d\u5408\u6d82\u5c42\u914d\u65b9\u3001\u9634\u6781\u4fdd\u62a4\u7b97\u6cd5\u53ca\u7edd\u7f18\u9694\u79bb\u6280\u672f\u3002 \n- \u63a8\u52a8\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u5347\u7ea7\uff0c\u63d0\u5347\u6570\u636e\u91c7\u96c6\u7cbe\u5ea6\u548c\u6545\u969c\u9884\u6d4b\u80fd\u529b\uff0c\u4fdd\u969c\u65b9\u6848\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\n\n## \u56db\u3001\u7ed3\u8bba\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u901a\u8fc7\u79d1\u5b66\u5408\u7406\u7684\u6280\u672f\u5347\u7ea7\u548c\u7cfb\u7edf\u96c6\u6210\uff0c\u5f62\u6210\u4e86\u4ee5\u590d\u5408\u6d82\u5c42\u667a\u80fd\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e3a\u6838\u5fc3\u7684\u591a\u5c42\u6b21\u8239\u8236\u9632\u8150\u7efc\u5408\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u5177\u5907\u4f18\u5f02\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u667a\u80fd\u5316\u7ba1\u7406\u80fd\u529b\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u8150\u8680\u6311\u6218\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u5b89\u5168\u548c\u7ecf\u6d4e\u6548\u76ca\u6700\u5927\u5316\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u8def\u5f84\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708\n```\n\n\u6b64\u7248\u672c\u5728\u539f\u65b9\u6848\u57fa\u7840\u4e0a\uff0c\u9488\u5bf9\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u53cd\u9988\uff0c\u5f3a\u5316\u4e86\u4e0d\u540c\u6d77\u533a\u73af\u5883\u7684\u9002\u914d\u7b56\u7565\uff0c\u589e\u52a0\u4e86\u4e13\u9879\u8bd5\u9a8c\u5185\u5bb9\uff1b\u540c\u65f6\u7ec6\u5316\u4e86\u65bd\u5de5\u5de5\u827a\u7684\u6807\u51c6\u5316\u63a7\u5236\u63aa\u65bd\uff0c\u786e\u4fdd\u73b0\u573a\u6280\u672f\u8f6c\u5316\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\uff0c\u63d0\u5347\u65b9\u6848\u7684\u5168\u9762\u6027\u548c\u63a8\u5e7f\u5b9e\u65bd\u7684\u53ef\u63a7\u6027\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u9632\u8150\u65b9\u6848\u548c\u63a8\u5e7f\u8ba1\u5212\uff0c\u5f62\u6210\u6700\u7ec8\u7248\u672c\u5e76\u63d0\u4ea4\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u8150\u8680\u673a\u7406\u7814\u7a76\u5458\u4e0e\u9632\u62a4\u5de5\u7a0b\u4e13\u5bb6\u7684\u591a\u8f6e\u8ba8\u8bba\u548c\u53cd\u9988\uff0c\u73b0\u5c06\u4f18\u5316\u540e\u7684\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\u6574\u5408\u4e3a\u6700\u7ec8\u7248\u672c\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u6db5\u76d6\u4e86\u5148\u8fdb\u7684\u590d\u5408\u6d82\u5c42\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u6280\u672f\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u7ba1\u7406\uff0c\u8fd8\u7279\u522b\u5f3a\u5316\u4e86\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\u7684\u9002\u914d\u7b56\u7565\u548c\u65bd\u5de5\u5de5\u827a\u6807\u51c6\u5316\u63a7\u5236\uff0c\u786e\u4fdd\u6280\u672f\u7684\u79d1\u5b66\u6027\u3001\u5b9e\u7528\u6027\u548c\u63a8\u5e7f\u5e94\u7528\u7684\u53ef\u63a7\u6027\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u6574\u5408\u63d0\u4ea4\u7684\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\uff1a\n\n```\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212\n# \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n## \u4e00\u3001\u65b9\u6848\u6982\u8ff0\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u57fa\u4e8e\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u7684\u9ad8\u6548\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u529f\u80fd\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u7684\u7cbe\u51c6\u8c03\u63a7\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u7ba1\u7406\uff0c\u5f62\u6210\u591a\u5c42\u6b21\u3001\u591a\u6280\u672f\u878d\u5408\u7684\u7efc\u5408\u9632\u8150\u4f53\u7cfb\u3002\u65b9\u6848\u65e8\u5728\u4ece\u6839\u672c\u4e0a\u6291\u5236\u8239\u8236\u7528\u94a2\u6750\u53ca\u5408\u91d1\u7684\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\uff0c\u9002\u5e94\u590d\u6742\u591a\u53d8\u7684\u6d77\u6d0b\u73af\u5883\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u957f\u671f\u5b89\u5168\u7a33\u5b9a\u8fd0\u884c\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u548c\u73af\u4fdd\u6548\u76ca\u6700\u5927\u5316\u3002\n\n## \u4e8c\u3001\u6280\u672f\u4f18\u5316\u5185\u5bb9\n\n### 1. \u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u4f18\u5316\n- **\u81ea\u4fee\u590d\u5242\u5206\u6563\u6280\u672f\u5347\u7ea7** \n \u91c7\u7528\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u5de5\u827a\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\u5728\u73af\u6c27\u6811\u8102/\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\u53ca\u805a\u6c28\u916f/\u6c1f\u78b3\u9762\u6f06\u4e2d\u7684\u5747\u5300\u5206\u5e03\uff0c\u63d0\u5347\u6d3b\u6027\u548c\u54cd\u5e94\u901f\u5ea6\uff0c\u5b9e\u73b0\u6d82\u5c42\u5fae\u88c2\u7eb9\u572812\u5c0f\u65f6\u5185\u9ad8\u6548\u4fee\u590d\u3002 \n \u4f18\u5316\u5fae\u80f6\u56ca\u58c1\u6750\u53ca\u81ea\u4fee\u590d\u5242\u5316\u5b66\u6210\u5206\uff0c\u589e\u5f3a\u5176\u5728\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u5feb\u901f\u963b\u65ad\u8150\u8680\u4ecb\u8d28\u6e17\u900f\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u8d77\u70b9\u3002\n\n- **\u6297\u83cc\u5242\u63a7\u91ca\u4e0e\u667a\u80fd\u91ca\u653e** \n \u91c7\u7528\u7eb3\u7c73\u8f7d\u4f53\u7f13\u91ca\u6280\u672f\uff0c\u63a7\u5236\u94dc/\u94f6\u79bb\u5b50\u7684\u6301\u7eed\u91ca\u653e\uff0c\u786e\u4fdd\u6297\u83cc\u5242\u5728\u6d82\u5c42\u5168\u5bff\u547d\u5468\u671f\u5185\u7a33\u5b9a\u53d1\u6325\u6291\u83cc\u4f5c\u7528\uff0c\u663e\u8457\u964d\u4f4e\u5fae\u751f\u7269\u8bf1\u5bfc\u8150\u8680\uff08MIC\uff09\u98ce\u9669\u3002 \n \u5f15\u5165\u667a\u80fd\u91ca\u653e\u89e6\u53d1\u673a\u5236\uff08\u5982pH\u53d8\u5316\u3001\u5fae\u88c2\u7eb9\u66b4\u9732\uff09\uff0c\u5b9e\u73b0\u6297\u83cc\u5242\u7684\u9488\u5bf9\u6027\u52a0\u901f\u91ca\u653e\uff0c\u63d0\u9ad8\u6291\u83cc\u54cd\u5e94\u7684\u65f6\u6548\u6027\u548c\u6709\u6548\u6027\u3002\n\n- **\u7eb3\u7c73\u586b\u6599\u6539\u6027\u9762\u6f06\u63a8\u5e7f\u5e94\u7528** \n \u63a8\u5e7f\u91c7\u7528\u7eb3\u7c73SiO2\u3001\u7eb3\u7c73TiO2\u7b49\u7eb3\u7c73\u586b\u6599\u6539\u6027\u6c1f\u78b3\u9762\u6f06\uff0c\u663e\u8457\u63d0\u5347\u6d82\u5c42\u8010\u78e8\u6027\u3001\u8010\u7d2b\u5916\u8001\u5316\u6027\u80fd\u53ca\u673a\u68b0\u5f3a\u5ea6\uff0c\u5ef6\u957f\u6d82\u5c42\u4f7f\u7528\u5bff\u547d\uff0c\u51cf\u5c11\u7ef4\u62a4\u9891\u7387\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u5236\u9020\u9636\u6bb5\u4e25\u683c\u63a7\u5236\u6d82\u5c42\u539a\u5ea6\uff08\u5e95\u6f06105\u03bcm\uff0c\u4e2d\u95f4\u5c42180\u03bcm\uff0c\u9762\u6f0665\u03bcm\uff09\u53ca\u8868\u9762\u7c97\u7cd9\u5ea6\uff08Ra=0.18\u03bcm\uff09\uff0c\u786e\u4fdd\u6d82\u5c42\u6027\u80fd\u7a33\u5b9a\u3002 \n \u5bf9\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u4f18\u5148\u5e94\u7528\u542b\u81ea\u4fee\u590d\u5242\u548c\u6297\u83cc\u5242\u7684\u590d\u5408\u6d82\u5c42\uff0c\u6709\u6548\u9632\u62a4\u6613\u53d7\u673a\u68b0\u635f\u4f24\u548c\u5fae\u751f\u7269\u8150\u8680\u7684\u533a\u57df\u3002\n\n### 2. \u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u4f18\u5316\n- **\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7** \n \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4f18\u5316\u727a\u7272\u9633\u6781\u5e03\u7f6e\u53caICCP\u7cfb\u7edf\u7535\u6d41\u8c03\u8282\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\u7684\u52a8\u6001\u9002\u5e94\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u5f15\u8d77\u7684\u6c22\u8106\u53ca\u4fdd\u62a4\u4e0d\u8db3\u5bfc\u81f4\u7684\u5c40\u90e8\u8150\u8680\u3002 \n \u589e\u52a0\u591a\u53c2\u6570\u5197\u4f59\u4f20\u611f\u5668\uff08\u7535\u4f4d\u3001\u7535\u6d41\u5bc6\u5ea6\u3001\u73af\u5883\u53c2\u6570\uff09\u5b9e\u65f6\u91c7\u96c6\u6570\u636e\uff0c\u5f62\u6210\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\uff0c\u63d0\u9ad8\u4fdd\u62a4\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002\n\n- **\u6545\u969c\u9884\u6d4b\u4e0e\u7ef4\u62a4\u9884\u8b66** \n \u5f15\u5165\u667a\u80fd\u7b97\u6cd5\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u6545\u969c\u9884\u6d4b\uff0c\u63d0\u524d\u9884\u8b66\u7cfb\u7edf\u5f02\u5e38\uff0c\u4fdd\u969c\u9634\u6781\u4fdd\u62a4\u6301\u7eed\u6709\u6548\u3002 \n \u5efa\u7acb\u8fdc\u7a0b\u76d1\u63a7\u5e73\u53f0\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u9634\u6781\u4fdd\u62a4\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u4f53\u5173\u952e\u90e8\u4f4d\u5e03\u7f6e\u591a\u70b9\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u5168\u8986\u76d6\u4fdd\u62a4\u76d1\u6d4b\u3002 \n \u914d\u5408\u4e91\u5e73\u53f0\u6570\u636e\u7ba1\u7406\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u63a7\u548c\u7ef4\u62a4\u4f18\u5316\u3002\n\n### 3. \u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\n- **\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u5f00\u53d1** \n \u8bbe\u8ba1\u673a\u68b0\u5f3a\u5ea6\u9ad8\u3001\u8010\u6d77\u6c34\u8001\u5316\u4e14\u5177\u5907\u81ea\u4fee\u590d\u529f\u80fd\u7684\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u91c7\u7528\u7eb3\u7c73\u586b\u6599\u589e\u5f3a\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u5f62\u6210\u591a\u5c42\u7edd\u7f18\u9694\u79bb\u4f53\u7cfb\uff0c\u6709\u6548\u963b\u65ad\u7535\u5076\u8150\u8680\u8def\u5f84\uff0c\u964d\u4f4e\u9634\u9633\u6781\u95f4\u7684\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u3002\n\n- **\u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u7cfb\u7edf** \n \u57fa\u4e8e\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6280\u672f\uff0c\u5f00\u53d1\u7edd\u7f18\u5c42\u5065\u5eb7\u5b9e\u65f6\u8bc4\u4f30\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u7edd\u7f18\u72b6\u6001\u5728\u7ebf\u76d1\u6d4b\u4e0e\u9884\u8b66\uff0c\u53ca\u65f6\u53d1\u73b0\u7edd\u7f18\u5c42\u7834\u635f\u6216\u6027\u80fd\u8870\u9000\uff0c\u6307\u5bfc\u7ef4\u62a4\u51b3\u7b56\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u4f18\u5148\u5728\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u5173\u952e\u8fde\u63a5\u90e8\u4f4d\u53ca\u6613\u53d1\u751f\u7535\u5076\u8150\u8680\u7684\u7ed3\u6784\u8282\u70b9\u91c7\u7528\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u53ca\u7edd\u7f18\u57ab\u7247\u3002 \n \u914d\u5907\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u7eb3\u5165\u667a\u80fd\u7ef4\u62a4\u7cfb\u7edf\uff0c\u5b9e\u73b0\u52a8\u6001\u7ba1\u7406\u3002\n\n### 4. \u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u5e94\u7528\n- **\u591a\u53c2\u6570\u73af\u5883\u4f20\u611f\u5668\u96c6\u6210** \n \u96c6\u6210\u6e29\u5ea6\u3001\u76d0\u5ea6\u3001\u6eb6\u89e3\u6c27\u53ca\u8150\u8680\u4ea7\u7269\u5206\u6790\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u8150\u8680\u73af\u5883\u7684\u5b9e\u65f6\u52a8\u6001\u76d1\u6d4b\uff0c\u652f\u6301\u8150\u8680\u673a\u7406\u7684\u7cbe\u51c6\u5206\u6790\u3002\n\n- **\u5927\u6570\u636e\u5206\u6790\u4e0e\u4e91\u5e73\u53f0\u7ba1\u7406** \n \u5efa\u7acb\u8150\u8680\u73af\u5883\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u8150\u8680\u8d8b\u52bf\u9884\u6d4b\u4e0e\u9632\u62a4\u65b9\u6848\u8fed\u4ee3\u4f18\u5316\u3002 \n \u63a8\u52a8\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\uff0c\u5b9e\u73b0\u8de8\u8239\u961f\u8150\u8680\u7ba1\u7406\u534f\u540c\uff0c\u63d0\u5347\u6574\u4f53\u9632\u8150\u6548\u679c\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u8fd0\u8425\u9636\u6bb5\u90e8\u7f72\u73af\u5883\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u91c7\u96c6\u5173\u952e\u6570\u636e\u3002 \n \u5229\u7528\u4e91\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u9884\u8b66\u53d1\u5e03\u53ca\u7ef4\u62a4\u4f18\u5316\u5efa\u8bae\uff0c\u652f\u6301\u8239\u8236\u7ba1\u7406\u51b3\u7b56\u3002\n\n## \u4e09\u3001\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n### 1. \u8bd5\u70b9\u793a\u8303\u4e0e\u6280\u672f\u9a8c\u8bc1\n- \u9009\u53d6\u5178\u578b\u8239\u578b\u548c\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u5f00\u5c55\u4f18\u5316\u65b9\u6848\u7684\u73b0\u573a\u8bd5\u70b9\u5e94\u7528\uff0c\u9a8c\u8bc1\u65b9\u6848\u7684\u7efc\u5408\u9632\u8150\u6027\u80fd\u548c\u667a\u80fd\u7ba1\u7406\u6548\u679c\u3002 \n- \u7ec4\u7ec7\u591a\u5b66\u79d1\u56e2\u961f\u5f00\u5c55\u8865\u5145\u5b9e\u9a8c\u548c\u73b0\u573a\u76d1\u6d4b\uff0c\u6301\u7eed\u5b8c\u5584\u6280\u672f\u53c2\u6570\u548c\u65bd\u5de5\u5de5\u827a\u3002 \n- **\u4e13\u9879\u9002\u914d\u8bd5\u9a8c**\uff1a\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\uff08\u9ad8\u6e29\u9ad8\u76d0\u533a\u3001\u4f4e\u6e29\u51b0\u533a\u3001\u6f6e\u95f4\u5e26\u7b49\uff09\uff0c\u5f00\u5c55\u4e13\u9879\u9002\u914d\u6027\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u65b9\u6848\u5728\u6781\u7aef\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u8c03\u6574\u6280\u672f\u53c2\u6570\u4ee5\u6ee1\u8db3\u533a\u57df\u9700\u6c42\u3002\n\n### 2. \u6807\u51c6\u5236\u5b9a\u4e0e\u6280\u672f\u6307\u5bfc\n- \u7f16\u5236\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u6280\u672f\u6807\u51c6\u53ca\u5e94\u7528\u6307\u5bfc\u6587\u4ef6\uff0c\u660e\u786e\u65bd\u5de5\u6d41\u7a0b\u3001\u8d28\u91cf\u63a7\u5236\u53ca\u7ef4\u62a4\u8981\u6c42\u3002 \n- \u5f00\u5c55\u6280\u672f\u57f9\u8bad\u548c\u63a8\u5e7f\u6d3b\u52a8\uff0c\u63d0\u5347\u76f8\u5173\u6280\u672f\u4eba\u5458\u7684\u4e13\u4e1a\u80fd\u529b\u548c\u65b9\u6848\u5e94\u7528\u6c34\u5e73\u3002 \n- **\u65bd\u5de5\u5de5\u827a\u6807\u51c6\u5316\u63a7\u5236**\uff1a\u5236\u5b9a\u7eb3\u7c73\u7ea7\u5206\u6563\u6280\u672f\u53ca\u6d82\u5c42\u539a\u5ea6\u5747\u5300\u6027\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u548c\u8d28\u91cf\u63a7\u5236\u6807\u51c6\uff0c\u786e\u4fdd\u65bd\u5de5\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\u548c\u6280\u672f\u8f6c\u5316\u7684\u4e00\u81f4\u6027\u3002\n\n### 3. \u667a\u80fd\u7ef4\u62a4\u4e0e\u8fdc\u7a0b\u7ba1\u7406\n- \u5efa\u7acb\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u8150\u8680\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u8150\u8680\u72b6\u6001\u7684\u8fdc\u7a0b\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002 \n- \u63a8\u52a8\u667a\u80fd\u7ef4\u62a4\u4f53\u7cfb\u4e0e\u8239\u8236\u8fd0\u8425\u7ba1\u7406\u7cfb\u7edf\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5b9e\u73b0\u8150\u8680\u98ce\u9669\u7684\u52a8\u6001\u9884\u8b66\u548c\u7cbe\u51c6\u5e72\u9884\u3002\n\n### 4. \u6301\u7eed\u4f18\u5316\u4e0e\u6280\u672f\u5347\u7ea7\n- \u7ed3\u5408\u73b0\u573a\u53cd\u9988\u548c\u5927\u6570\u636e\u5206\u6790\uff0c\u6301\u7eed\u4f18\u5316\u590d\u5408\u6d82\u5c42\u914d\u65b9\u3001\u9634\u6781\u4fdd\u62a4\u7b97\u6cd5\u53ca\u7edd\u7f18\u9694\u79bb\u6280\u672f\u3002 \n- \u63a8\u52a8\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u5347\u7ea7\uff0c\u63d0\u5347\u6570\u636e\u91c7\u96c6\u7cbe\u5ea6\u548c\u6545\u969c\u9884\u6d4b\u80fd\u529b\uff0c\u4fdd\u969c\u65b9\u6848\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\n\n## \u56db\u3001\u7ed3\u8bba\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u901a\u8fc7\u79d1\u5b66\u5408\u7406\u7684\u6280\u672f\u5347\u7ea7\u548c\u7cfb\u7edf\u96c6\u6210\uff0c\u5f62\u6210\u4e86\u4ee5\u590d\u5408\u6d82\u5c42\u667a\u80fd\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e3a\u6838\u5fc3\u7684\u591a\u5c42\u6b21\u8239\u8236\u9632\u8150\u7efc\u5408\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u5177\u5907\u4f18\u5f02\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u667a\u80fd\u5316\u7ba1\u7406\u80fd\u529b\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u8150\u8680\u6311\u6218\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u5b89\u5168\u548c\u7ecf\u6d4e\u6548\u76ca\u6700\u5927\u5316\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u8def\u5f84\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708\n```\n\u6b64\u65b9\u6848\u5df2\u5145\u5206\u6574\u5408\u5404\u65b9\u4e13\u4e1a\u610f\u89c1\uff0c\u517c\u987e\u7406\u8bba\u4e0e\u5b9e\u8df5\uff0c\u5177\u5907\u826f\u597d\u7684\u63a8\u5e7f\u5e94\u7528\u524d\u666f\u3002\u5efa\u8bae\u5c3d\u5feb\u542f\u52a8\u8bd5\u70b9\u793a\u8303\u53ca\u6807\u51c6\u5236\u5b9a\u5de5\u4f5c\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u9886\u57df\u7684\u9632\u8150\u6280\u672f\u5347\u7ea7\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u8ba1\u5212", + "content": "# \u4f18\u5316\u9632\u8150\u65b9\u6848\u53ca\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n## \u4e00\u3001\u65b9\u6848\u6982\u8ff0\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u57fa\u4e8e\u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u7684\u9ad8\u6548\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u529f\u80fd\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u7684\u7cbe\u51c6\u8c03\u63a7\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u7ba1\u7406\uff0c\u5f62\u6210\u591a\u5c42\u6b21\u3001\u591a\u6280\u672f\u878d\u5408\u7684\u7efc\u5408\u9632\u8150\u4f53\u7cfb\u3002\u65b9\u6848\u65e8\u5728\u4ece\u6839\u672c\u4e0a\u6291\u5236\u8239\u8236\u7528\u94a2\u6750\u53ca\u5408\u91d1\u7684\u7535\u5316\u5b66\u8150\u8680\u8fc7\u7a0b\uff0c\u9002\u5e94\u590d\u6742\u591a\u53d8\u7684\u6d77\u6d0b\u73af\u5883\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u957f\u671f\u5b89\u5168\u7a33\u5b9a\u8fd0\u884c\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u548c\u73af\u4fdd\u6548\u76ca\u6700\u5927\u5316\u3002\n\n## \u4e8c\u3001\u6280\u672f\u4f18\u5316\u5185\u5bb9\n\n### 1. \u590d\u5408\u6d82\u5c42\u4f53\u7cfb\u4f18\u5316\n- **\u81ea\u4fee\u590d\u5242\u5206\u6563\u6280\u672f\u5347\u7ea7** \n \u91c7\u7528\u7eb3\u7c73\u7ea7\u8d85\u58f0\u5747\u8d28\u5206\u6563\u5de5\u827a\uff0c\u786e\u4fdd\u5fae\u80f6\u56ca\u81ea\u4fee\u590d\u5242\u5728\u73af\u6c27\u6811\u8102/\u805a\u6c28\u916f\u4e2d\u95f4\u5c42\u53ca\u805a\u6c28\u916f/\u6c1f\u78b3\u9762\u6f06\u4e2d\u7684\u5747\u5300\u5206\u5e03\uff0c\u63d0\u5347\u6d3b\u6027\u548c\u54cd\u5e94\u901f\u5ea6\uff0c\u5b9e\u73b0\u6d82\u5c42\u5fae\u88c2\u7eb9\u572812\u5c0f\u65f6\u5185\u9ad8\u6548\u4fee\u590d\u3002 \n \u4f18\u5316\u5fae\u80f6\u56ca\u58c1\u6750\u53ca\u81ea\u4fee\u590d\u5242\u5316\u5b66\u6210\u5206\uff0c\u589e\u5f3a\u5176\u5728\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u6d3b\u6027\uff0c\u5feb\u901f\u963b\u65ad\u8150\u8680\u4ecb\u8d28\u6e17\u900f\uff0c\u51cf\u5c11\u5c40\u90e8\u7535\u5316\u5b66\u8150\u8680\u8d77\u70b9\u3002\n\n- **\u6297\u83cc\u5242\u63a7\u91ca\u4e0e\u667a\u80fd\u91ca\u653e** \n \u91c7\u7528\u7eb3\u7c73\u8f7d\u4f53\u7f13\u91ca\u6280\u672f\uff0c\u63a7\u5236\u94dc/\u94f6\u79bb\u5b50\u7684\u6301\u7eed\u91ca\u653e\uff0c\u786e\u4fdd\u6297\u83cc\u5242\u5728\u6d82\u5c42\u5168\u5bff\u547d\u5468\u671f\u5185\u7a33\u5b9a\u53d1\u6325\u6291\u83cc\u4f5c\u7528\uff0c\u663e\u8457\u964d\u4f4e\u5fae\u751f\u7269\u8bf1\u5bfc\u8150\u8680\uff08MIC\uff09\u98ce\u9669\u3002 \n \u5f15\u5165\u667a\u80fd\u91ca\u653e\u89e6\u53d1\u673a\u5236\uff08\u5982pH\u53d8\u5316\u3001\u5fae\u88c2\u7eb9\u66b4\u9732\uff09\uff0c\u5b9e\u73b0\u6297\u83cc\u5242\u7684\u9488\u5bf9\u6027\u52a0\u901f\u91ca\u653e\uff0c\u63d0\u9ad8\u6291\u83cc\u54cd\u5e94\u7684\u65f6\u6548\u6027\u548c\u6709\u6548\u6027\u3002\n\n- **\u7eb3\u7c73\u586b\u6599\u6539\u6027\u9762\u6f06\u63a8\u5e7f\u5e94\u7528** \n \u63a8\u5e7f\u91c7\u7528\u7eb3\u7c73SiO2\u3001\u7eb3\u7c73TiO2\u7b49\u7eb3\u7c73\u586b\u6599\u6539\u6027\u6c1f\u78b3\u9762\u6f06\uff0c\u663e\u8457\u63d0\u5347\u6d82\u5c42\u8010\u78e8\u6027\u3001\u8010\u7d2b\u5916\u8001\u5316\u6027\u80fd\u53ca\u673a\u68b0\u5f3a\u5ea6\uff0c\u5ef6\u957f\u6d82\u5c42\u4f7f\u7528\u5bff\u547d\uff0c\u51cf\u5c11\u7ef4\u62a4\u9891\u7387\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u5236\u9020\u9636\u6bb5\u4e25\u683c\u63a7\u5236\u6d82\u5c42\u539a\u5ea6\uff08\u5e95\u6f06105\u03bcm\uff0c\u4e2d\u95f4\u5c42180\u03bcm\uff0c\u9762\u6f0665\u03bcm\uff09\u53ca\u8868\u9762\u7c97\u7cd9\u5ea6\uff08Ra=0.18\u03bcm\uff09\uff0c\u786e\u4fdd\u6d82\u5c42\u6027\u80fd\u7a33\u5b9a\u3002 \n \u5bf9\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u4f18\u5148\u5e94\u7528\u542b\u81ea\u4fee\u590d\u5242\u548c\u6297\u83cc\u5242\u7684\u590d\u5408\u6d82\u5c42\uff0c\u6709\u6548\u9632\u62a4\u6613\u53d7\u673a\u68b0\u635f\u4f24\u548c\u5fae\u751f\u7269\u8150\u8680\u7684\u533a\u57df\u3002\n\n### 2. \u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u4f18\u5316\n- **\u667a\u80fd\u63a7\u5236\u7b97\u6cd5\u5347\u7ea7** \n \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4f18\u5316\u727a\u7272\u9633\u6781\u5e03\u7f6e\u53caICCP\u7cfb\u7edf\u7535\u6d41\u8c03\u8282\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5bf9\u76d0\u5ea6\u3001\u6e29\u5ea6\u3001\u6d41\u901f\u7b49\u73af\u5883\u53c2\u6570\u7684\u52a8\u6001\u9002\u5e94\uff0c\u907f\u514d\u8fc7\u4fdd\u62a4\u5f15\u8d77\u7684\u6c22\u8106\u53ca\u4fdd\u62a4\u4e0d\u8db3\u5bfc\u81f4\u7684\u5c40\u90e8\u8150\u8680\u3002 \n \u589e\u52a0\u591a\u53c2\u6570\u5197\u4f59\u4f20\u611f\u5668\uff08\u7535\u4f4d\u3001\u7535\u6d41\u5bc6\u5ea6\u3001\u73af\u5883\u53c2\u6570\uff09\u5b9e\u65f6\u91c7\u96c6\u6570\u636e\uff0c\u5f62\u6210\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\uff0c\u63d0\u9ad8\u4fdd\u62a4\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u3002\n\n- **\u6545\u969c\u9884\u6d4b\u4e0e\u7ef4\u62a4\u9884\u8b66** \n \u5f15\u5165\u667a\u80fd\u7b97\u6cd5\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u548c\u6545\u969c\u9884\u6d4b\uff0c\u63d0\u524d\u9884\u8b66\u7cfb\u7edf\u5f02\u5e38\uff0c\u4fdd\u969c\u9634\u6781\u4fdd\u62a4\u6301\u7eed\u6709\u6548\u3002 \n \u5efa\u7acb\u8fdc\u7a0b\u76d1\u63a7\u5e73\u53f0\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u9634\u6781\u4fdd\u62a4\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u4f53\u5173\u952e\u90e8\u4f4d\u5e03\u7f6e\u591a\u70b9\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u5168\u8986\u76d6\u4fdd\u62a4\u76d1\u6d4b\u3002 \n \u914d\u5408\u4e91\u5e73\u53f0\u6570\u636e\u7ba1\u7406\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u5b9e\u65f6\u76d1\u63a7\u548c\u7ef4\u62a4\u4f18\u5316\u3002\n\n### 3. \u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u6280\u672f\n- **\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u5f00\u53d1** \n \u8bbe\u8ba1\u673a\u68b0\u5f3a\u5ea6\u9ad8\u3001\u8010\u6d77\u6c34\u8001\u5316\u4e14\u5177\u5907\u81ea\u4fee\u590d\u529f\u80fd\u7684\u590d\u5408\u7edd\u7f18\u6d82\u5c42\uff0c\u91c7\u7528\u7eb3\u7c73\u586b\u6599\u589e\u5f3a\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u5f62\u6210\u591a\u5c42\u7edd\u7f18\u9694\u79bb\u4f53\u7cfb\uff0c\u6709\u6548\u963b\u65ad\u7535\u5076\u8150\u8680\u8def\u5f84\uff0c\u964d\u4f4e\u9634\u9633\u6781\u95f4\u7684\u7535\u5316\u5b66\u53cd\u5e94\u901f\u7387\u3002\n\n- **\u5728\u7ebf\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u7cfb\u7edf** \n \u57fa\u4e8e\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6280\u672f\uff0c\u5f00\u53d1\u7edd\u7f18\u5c42\u5065\u5eb7\u5b9e\u65f6\u8bc4\u4f30\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u7edd\u7f18\u72b6\u6001\u5728\u7ebf\u76d1\u6d4b\u4e0e\u9884\u8b66\uff0c\u53ca\u65f6\u53d1\u73b0\u7edd\u7f18\u5c42\u7834\u635f\u6216\u6027\u80fd\u8870\u9000\uff0c\u6307\u5bfc\u7ef4\u62a4\u51b3\u7b56\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u4f18\u5148\u5728\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u5173\u952e\u8fde\u63a5\u90e8\u4f4d\u53ca\u6613\u53d1\u751f\u7535\u5076\u8150\u8680\u7684\u7ed3\u6784\u8282\u70b9\u91c7\u7528\u590d\u5408\u7edd\u7f18\u6d82\u5c42\u53ca\u7edd\u7f18\u57ab\u7247\u3002 \n \u914d\u5907\u7edd\u7f18\u72b6\u6001\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u7eb3\u5165\u667a\u80fd\u7ef4\u62a4\u7cfb\u7edf\uff0c\u5b9e\u73b0\u52a8\u6001\u7ba1\u7406\u3002\n\n### 4. \u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e0e\u5927\u6570\u636e\u5e94\u7528\n- **\u591a\u53c2\u6570\u73af\u5883\u4f20\u611f\u5668\u96c6\u6210** \n \u96c6\u6210\u6e29\u5ea6\u3001\u76d0\u5ea6\u3001\u6eb6\u89e3\u6c27\u53ca\u8150\u8680\u4ea7\u7269\u5206\u6790\u4f20\u611f\u5668\uff0c\u5b9e\u73b0\u8150\u8680\u73af\u5883\u7684\u5b9e\u65f6\u52a8\u6001\u76d1\u6d4b\uff0c\u652f\u6301\u8150\u8680\u673a\u7406\u7684\u7cbe\u51c6\u5206\u6790\u3002\n\n- **\u5927\u6570\u636e\u5206\u6790\u4e0e\u4e91\u5e73\u53f0\u7ba1\u7406** \n \u5efa\u7acb\u8150\u8680\u73af\u5883\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u8150\u8680\u8d8b\u52bf\u9884\u6d4b\u4e0e\u9632\u62a4\u65b9\u6848\u8fed\u4ee3\u4f18\u5316\u3002 \n \u63a8\u52a8\u591a\u8239\u961f\u8150\u8680\u6570\u636e\u5171\u4eab\uff0c\u5b9e\u73b0\u8de8\u8239\u961f\u8150\u8680\u7ba1\u7406\u534f\u540c\uff0c\u63d0\u5347\u6574\u4f53\u9632\u8150\u6548\u679c\u3002\n\n- **\u5e94\u7528\u5efa\u8bae** \n \u5728\u8239\u8236\u8fd0\u8425\u9636\u6bb5\u90e8\u7f72\u73af\u5883\u76d1\u6d4b\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u91c7\u96c6\u5173\u952e\u6570\u636e\u3002 \n \u5229\u7528\u4e91\u5e73\u53f0\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u9884\u8b66\u53d1\u5e03\u53ca\u7ef4\u62a4\u4f18\u5316\u5efa\u8bae\uff0c\u652f\u6301\u8239\u8236\u7ba1\u7406\u51b3\u7b56\u3002\n\n## \u4e09\u3001\u63a8\u5e7f\u5e94\u7528\u8ba1\u5212\n\n### 1. \u8bd5\u70b9\u793a\u8303\u4e0e\u6280\u672f\u9a8c\u8bc1\n- \u9009\u53d6\u5178\u578b\u8239\u578b\u548c\u5173\u952e\u7ed3\u6784\u90e8\u4f4d\u5f00\u5c55\u4f18\u5316\u65b9\u6848\u7684\u73b0\u573a\u8bd5\u70b9\u5e94\u7528\uff0c\u9a8c\u8bc1\u65b9\u6848\u7684\u7efc\u5408\u9632\u8150\u6027\u80fd\u548c\u667a\u80fd\u7ba1\u7406\u6548\u679c\u3002 \n- \u7ec4\u7ec7\u591a\u5b66\u79d1\u56e2\u961f\u5f00\u5c55\u8865\u5145\u5b9e\u9a8c\u548c\u73b0\u573a\u76d1\u6d4b\uff0c\u6301\u7eed\u5b8c\u5584\u6280\u672f\u53c2\u6570\u548c\u65bd\u5de5\u5de5\u827a\u3002 \n- **\u4e13\u9879\u9002\u914d\u8bd5\u9a8c**\uff1a\u9488\u5bf9\u4e0d\u540c\u6d77\u533a\u73af\u5883\uff08\u9ad8\u6e29\u9ad8\u76d0\u533a\u3001\u4f4e\u6e29\u51b0\u533a\u3001\u6f6e\u95f4\u5e26\u7b49\uff09\uff0c\u5f00\u5c55\u4e13\u9879\u9002\u914d\u6027\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u65b9\u6848\u5728\u6781\u7aef\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u8c03\u6574\u6280\u672f\u53c2\u6570\u4ee5\u6ee1\u8db3\u533a\u57df\u9700\u6c42\u3002\n\n### 2. \u6807\u51c6\u5236\u5b9a\u4e0e\u6280\u672f\u6307\u5bfc\n- \u7f16\u5236\u9ad8\u8d28\u91cf\u9632\u8150\u65b9\u6848\u6280\u672f\u6807\u51c6\u53ca\u5e94\u7528\u6307\u5bfc\u6587\u4ef6\uff0c\u660e\u786e\u65bd\u5de5\u6d41\u7a0b\u3001\u8d28\u91cf\u63a7\u5236\u53ca\u7ef4\u62a4\u8981\u6c42\u3002 \n- \u5f00\u5c55\u6280\u672f\u57f9\u8bad\u548c\u63a8\u5e7f\u6d3b\u52a8\uff0c\u63d0\u5347\u76f8\u5173\u6280\u672f\u4eba\u5458\u7684\u4e13\u4e1a\u80fd\u529b\u548c\u65b9\u6848\u5e94\u7528\u6c34\u5e73\u3002 \n- **\u65bd\u5de5\u5de5\u827a\u6807\u51c6\u5316\u63a7\u5236**\uff1a\u5236\u5b9a\u7eb3\u7c73\u7ea7\u5206\u6563\u6280\u672f\u53ca\u6d82\u5c42\u539a\u5ea6\u5747\u5300\u6027\u7684\u73b0\u573a\u68c0\u6d4b\u65b9\u6cd5\u548c\u8d28\u91cf\u63a7\u5236\u6807\u51c6\uff0c\u786e\u4fdd\u65bd\u5de5\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\u548c\u6280\u672f\u8f6c\u5316\u7684\u4e00\u81f4\u6027\u3002\n\n### 3. \u667a\u80fd\u7ef4\u62a4\u4e0e\u8fdc\u7a0b\u7ba1\u7406\n- \u5efa\u7acb\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u8150\u8680\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\uff0c\u5b9e\u73b0\u591a\u8239\u961f\u8150\u8680\u72b6\u6001\u7684\u8fdc\u7a0b\u76d1\u63a7\u548c\u667a\u80fd\u7ef4\u62a4\u8c03\u5ea6\u3002 \n- \u63a8\u52a8\u667a\u80fd\u7ef4\u62a4\u4f53\u7cfb\u4e0e\u8239\u8236\u8fd0\u8425\u7ba1\u7406\u7cfb\u7edf\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5b9e\u73b0\u8150\u8680\u98ce\u9669\u7684\u52a8\u6001\u9884\u8b66\u548c\u7cbe\u51c6\u5e72\u9884\u3002\n\n### 4. \u6301\u7eed\u4f18\u5316\u4e0e\u6280\u672f\u5347\u7ea7\n- \u7ed3\u5408\u73b0\u573a\u53cd\u9988\u548c\u5927\u6570\u636e\u5206\u6790\uff0c\u6301\u7eed\u4f18\u5316\u590d\u5408\u6d82\u5c42\u914d\u65b9\u3001\u9634\u6781\u4fdd\u62a4\u7b97\u6cd5\u53ca\u7edd\u7f18\u9694\u79bb\u6280\u672f\u3002 \n- \u63a8\u52a8\u667a\u80fd\u76d1\u6d4b\u7cfb\u7edf\u5347\u7ea7\uff0c\u63d0\u5347\u6570\u636e\u91c7\u96c6\u7cbe\u5ea6\u548c\u6545\u969c\u9884\u6d4b\u80fd\u529b\uff0c\u4fdd\u969c\u65b9\u6848\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\n\n## \u56db\u3001\u7ed3\u8bba\n\u672c\u4f18\u5316\u9632\u8150\u65b9\u6848\u901a\u8fc7\u79d1\u5b66\u5408\u7406\u7684\u6280\u672f\u5347\u7ea7\u548c\u7cfb\u7edf\u96c6\u6210\uff0c\u5f62\u6210\u4e86\u4ee5\u590d\u5408\u6d82\u5c42\u667a\u80fd\u81ea\u4fee\u590d\u4e0e\u6297\u83cc\u3001\u667a\u80fd\u9634\u6781\u4fdd\u62a4\u7cfb\u7edf\u3001\u591a\u529f\u80fd\u590d\u5408\u7edd\u7f18\u9694\u79bb\u53ca\u73af\u5883\u52a8\u6001\u76d1\u6d4b\u4e3a\u6838\u5fc3\u7684\u591a\u5c42\u6b21\u8239\u8236\u9632\u8150\u7efc\u5408\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u5177\u5907\u4f18\u5f02\u7684\u8010\u8150\u8680\u6027\u80fd\u548c\u667a\u80fd\u5316\u7ba1\u7406\u80fd\u529b\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u590d\u6742\u6d77\u6d0b\u73af\u5883\u4e2d\u7684\u8150\u8680\u6311\u6218\uff0c\u4fdd\u969c\u8239\u8236\u7ed3\u6784\u5b89\u5168\u548c\u7ecf\u6d4e\u6548\u76ca\u6700\u5927\u5316\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6750\u6599\u8150\u8680\u96be\u9898\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89e3\u51b3\u8def\u5f84\u3002\n\n---\n\n\u8150\u8680\u673a\u7406\u7814\u7a76\u5458 \n2024\u5e746\u6708" + } + ], + "('/generate_basePlan', '\u5982\u4f55\u5feb\u901f\u7b5b\u9009\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u5b9a\u4e49\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6", + "TaskContent": "\u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u5236\u5b9a\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6761\u4ef6\u3002", + "InputObject_List": [], + "OutputObject": "\u7b5b\u9009\u6807\u51c6", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u80be\u810f\u75c5\u5b66\u5bb6", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u63d0\u51fa\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u521d\u6b65\u7b5b\u9009\u6807\u51c6\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u5bf9\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u7684\u5b89\u5168\u6027\u8003\u91cf\u548c\u6392\u9664\u6807\u51c6\u5efa\u8bae\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u6d41\u7a0b\uff0c\u63d0\u51fa\u7b5b\u9009\u6807\u51c6\u7684\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\u548c\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7b5b\u9009\u6807\u51c6\u64cd\u4f5c\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5408\u7406\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u5ba1\u67e5\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7b5b\u9009\u6807\u51c6\u64cd\u4f5c\u65b9\u6848\u4e2d\u7684\u5b89\u5168\u6027\u98ce\u9669\u70b9\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7b5b\u9009\u6807\u51c6\u53ca\u64cd\u4f5c\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6574\u5408\u6240\u6709\u53cd\u9988\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u5e76\u63d0\u4ea4\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u5236\u5b9a\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6761\u4ef6\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u80be\u810f\u75c5\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7b5b\u9009\u6807\u51c6", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6536\u96c6\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "TaskContent": "\u4ece\u533b\u9662\u6216\u6570\u636e\u5e93\u4e2d\u6536\u96c6\u7b26\u5408\u6761\u4ef6\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u3002", + "InputObject_List": [], + "OutputObject": "\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u80be\u810f\u75c5\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u63d0\u51fa\u4ece\u533b\u9662\u6570\u636e\u5e93\u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u7cfb\u7edf\u4e2d\u7b5b\u9009\u6f5c\u5728\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7684\u65b9\u6848\uff0c\u5305\u62ec\u7b5b\u9009\u6761\u4ef6\u548c\u6570\u636e\u5b57\u6bb5\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u63d0\u51fa\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7279\u5f81\u7684\u7b5b\u9009\u6807\u51c6\u548c\u5173\u952e\u5065\u5eb7\u6307\u6807\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u6807\u51c6\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6570\u636e\u6536\u96c6\u548c\u60a3\u8005\u4fe1\u606f\u63d0\u53d6\u6d41\u7a0b\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8bbe\u8ba1\u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u7684\u5408\u7406\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u548c\u7b5b\u9009\u6807\u51c6\uff0c\u786e\u4fdd\u60a3\u8005\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7814\u7a76\u9700\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u7b5b\u9009\u65b9\u6848\u548c\u6570\u636e\u6536\u96c6\u6d41\u7a0b\uff0c\u5f62\u6210\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6536\u96c6\u7684\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>! and !<1>! perform the task of \u4ece\u533b\u9662\u6216\u6570\u636e\u5e93\u4e2d\u6536\u96c6\u7b26\u5408\u6761\u4ef6\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u3002 to obtain !<2>!.", + "data": { + "0": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u80be\u810f\u75c5\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u9884\u5904\u7406\u4e0e\u6e05\u6d17", + "TaskContent": "\u5bf9\u6536\u96c6\u5230\u7684\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002", + "InputObject_List": [ + "\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e" + ], + "OutputObject": "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u80be\u810f\u75c5\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u63d0\u51fa\u9488\u5bf9\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u7684\u9884\u5904\u7406\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316\u3001\u7f3a\u5931\u503c\u5904\u7406\u548c\u5f02\u5e38\u503c\u68c0\u6d4b\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002", + "ImportantInput": [ + "InputObject:\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u6807\u51c6\u548c\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6570\u636e\u6e05\u6d17\u7684\u5173\u952e\u6307\u6807\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u4ee5\u8f85\u52a9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\u3002", + "ImportantInput": [ + "InputObject:\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u89c4\u5219\uff0c\u4f18\u5316\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6570\u636e\u6e05\u6d17\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u9057\u6f0f\u548c\u6539\u8fdb\u7a7a\u95f4\uff0c\u786e\u4fdd\u6e05\u6d17\u540e\u6570\u636e\u7b26\u5408\u4e34\u5e8a\u7814\u7a76\u9700\u6c42\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u8c03\u6574\u6570\u636e\u6e05\u6d17\u65b9\u6cd5\uff0c\u5b8c\u5584\u9884\u5904\u7406\u7ed3\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8d28\u91cf\uff0c\u63d0\u4ea4\u6e05\u6d17\u5b8c\u6210\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\uff0c\u4f9b\u540e\u7eed\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u4f7f\u7528\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5bf9\u6536\u96c6\u5230\u7684\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u80be\u810f\u75c5\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5e94\u7528\u7b5b\u9009\u6807\u51c6\u7b5b\u9009\u6f5c\u5728\u53d7\u8bd5\u8005", + "TaskContent": "\u6839\u636e\u7b5b\u9009\u6807\u51c6\u5bf9\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff0c\u8bc6\u522b\u6f5c\u5728\u53d7\u8bd5\u8005\u3002", + "InputObject_List": [ + "\u7b5b\u9009\u6807\u51c6", + "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e" + ], + "OutputObject": "\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u80be\u810f\u75c5\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u57fa\u4e8e\u7b5b\u9009\u6807\u51c6\uff0c\u63d0\u51fa\u9488\u5bf9\u6e05\u6d17\u540e\u60a3\u8005\u6570\u636e\u7684\u521d\u6b65\u7b5b\u9009\u65b9\u6848\uff0c\u786e\u4fdd\u7b26\u5408\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u57fa\u672c\u6761\u4ef6\u3002", + "ImportantInput": [ + "InputObject:\u7b5b\u9009\u6807\u51c6", + "InputObject:\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u9488\u5bf9\u521d\u6b65\u7b5b\u9009\u7ed3\u679c\u7684\u4e34\u5e8a\u8bca\u65ad\u5efa\u8bae\uff0c\u4f18\u5316\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u8bc6\u522b\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5229\u7528\u8ba1\u7b97\u6a21\u578b\uff0c\u57fa\u4e8e\u7b5b\u9009\u6807\u51c6\u548c\u6e05\u6d17\u540e\u60a3\u8005\u6570\u636e\uff0c\u63d0\u51fa\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u7b97\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u7b5b\u9009\u6807\u51c6", + "InputObject:\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7b5b\u9009\u7b97\u6cd5\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u548c\u4f18\u5316\u7b5b\u9009\u7b97\u6cd5\u4ee5\u63d0\u9ad8\u6f5c\u5728\u53d7\u8bd5\u8005\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6574\u5408\u4e34\u5e8a\u7b5b\u9009\u65b9\u6848\u3001\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u8bca\u65ad\u5efa\u8bae\u53ca\u4f18\u5316\u540e\u7684\u7b5b\u9009\u7b97\u6cd5\uff0c\u5b8c\u6210\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\u7684\u6700\u7ec8\u7b5b\u9009\u5e76\u63d0\u4ea4\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u6839\u636e\u7b5b\u9009\u6807\u51c6\u5bf9\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff0c\u8bc6\u522b\u6f5c\u5728\u53d7\u8bd5\u8005\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u7b5b\u9009\u6807\u51c6", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u80be\u810f\u75c5\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u4e0e\u8054\u7cfb", + "TaskContent": "\u5bf9\u7b5b\u9009\u51fa\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u8fdb\u884c\u786e\u8ba4\uff0c\u5e76\u8054\u7cfb\u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002", + "InputObject_List": [ + "\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355" + ], + "OutputObject": "\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u80be\u810f\u75c5\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u4ee5\u4f18\u5316\u786e\u8ba4\u6548\u7387\u548c\u6c9f\u901a\u6548\u679c\u3002", + "ImportantInput": [ + "InputObject:\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u548c\u6cbb\u7597\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u4e2d\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u534f\u52a9\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u3002", + "ImportantInput": [ + "InputObject:\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355" + ] + }, + { + "ID": "Action3", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\uff0c\u5b8c\u5584\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u786e\u4fdd\u6d41\u7a0b\u79d1\u5b66\u5408\u7406\u4e14\u53ef\u64cd\u4f5c\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u5ba1\u67e5\u548c\u53cd\u9988\u5b8c\u5584\u540e\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u7684\u533b\u5b66\u5408\u7406\u6027\u53ca\u5b9e\u9645\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u51c6\u5907\u5b9e\u65bd\u786e\u8ba4\u53ca\u5b89\u6392\u4e0b\u4e00\u6b65\u8bc4\u4f30\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u7248\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u5b89\u6392\u65b9\u6848\uff0c\u8f93\u51fa\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\uff0c\u5b8c\u6210\u672c\u6b65\u9aa4\u4efb\u52a1\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5bf9\u7b5b\u9009\u51fa\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u8fdb\u884c\u786e\u8ba4\uff0c\u5e76\u8054\u7cfb\u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u80be\u810f\u75c5\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u5feb\u901f\u7b5b\u9009\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u5feb\u901f\u7b5b\u9009\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\uff1f', 'Collaboration Process': [{'StepName': '\u5b9a\u4e49\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6', 'TaskContent': '\u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u5236\u5b9a\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6761\u4ef6\u3002', 'InputObject_List': [], 'OutputObject': '\u7b5b\u9009\u6807\u51c6', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u80be\u810f\u75c5\u5b66\u5bb6', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u80be\u810f\u75c5\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u5236\u5b9a\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6761\u4ef6\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u7b5b\u9009\u6807\u51c6', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u6839\u636e\u6162\u6027\u80be\u810f\u75c5\u7684\u9002\u5e94\u75c7\u548c\u6392\u9664\u6807\u51c6\uff0c\u63d0\u51fa\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u521d\u6b65\u7b5b\u9009\u6807\u51c6\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u5bf9\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u7684\u5b89\u5168\u6027\u8003\u91cf\u548c\u6392\u9664\u6807\u51c6\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u6d41\u7a0b\uff0c\u63d0\u51fa\u7b5b\u9009\u6807\u51c6\u7684\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\u548c\u4f18\u5316\u5efa\u8bae\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7b5b\u9009\u6807\u51c6\u64cd\u4f5c\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5408\u7406\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u5ba1\u67e5\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7b5b\u9009\u6807\u51c6\u64cd\u4f5c\u65b9\u6848\u4e2d\u7684\u5b89\u5168\u6027\u98ce\u9669\u70b9\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7b5b\u9009\u6807\u51c6\u53ca\u64cd\u4f5c\u65b9\u6848\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6574\u5408\u6240\u6709\u53cd\u9988\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u5e76\u63d0\u4ea4\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u6536\u96c6\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e', 'TaskContent': '\u4ece\u533b\u9662\u6216\u6570\u636e\u5e93\u4e2d\u6536\u96c6\u7b26\u5408\u6761\u4ef6\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u3002', 'InputObject_List': [], 'OutputObject': '\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u80be\u810f\u75c5\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>! \u548c !<1>! \u6267\u884c\u4efb\u52a1 !<2>!, \u5f97\u5230 !<3>!.', 'data': {'0': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u80be\u810f\u75c5\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u4ece\u533b\u9662\u6216\u6570\u636e\u5e93\u4e2d\u6536\u96c6\u7b26\u5408\u6761\u4ef6\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '3': {'text': '\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u63d0\u51fa\u4ece\u533b\u9662\u6570\u636e\u5e93\u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u7cfb\u7edf\u4e2d\u7b5b\u9009\u6f5c\u5728\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7684\u65b9\u6848\uff0c\u5305\u62ec\u7b5b\u9009\u6761\u4ef6\u548c\u6570\u636e\u5b57\u6bb5\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u63d0\u51fa\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7279\u5f81\u7684\u7b5b\u9009\u6807\u51c6\u548c\u5173\u952e\u5065\u5eb7\u6307\u6807\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u6807\u51c6\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6570\u636e\u6536\u96c6\u548c\u60a3\u8005\u4fe1\u606f\u63d0\u53d6\u6d41\u7a0b\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8bbe\u8ba1\u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u7684\u5408\u7406\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u548c\u7b5b\u9009\u6807\u51c6\uff0c\u786e\u4fdd\u60a3\u8005\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7814\u7a76\u9700\u6c42\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u786e\u8ba4\u6700\u7ec8\u7b5b\u9009\u65b9\u6848\u548c\u6570\u636e\u6536\u96c6\u6d41\u7a0b\uff0c\u5f62\u6210\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6536\u96c6\u7684\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u6570\u636e\u9884\u5904\u7406\u4e0e\u6e05\u6d17', 'TaskContent': '\u5bf9\u6536\u96c6\u5230\u7684\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002', 'InputObject_List': ['\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e'], 'OutputObject': '\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u80be\u810f\u75c5\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u80be\u810f\u75c5\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5bf9\u6536\u96c6\u5230\u7684\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u63d0\u51fa\u9488\u5bf9\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u7684\u9884\u5904\u7406\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316\u3001\u7f3a\u5931\u503c\u5904\u7406\u548c\u5f02\u5e38\u503c\u68c0\u6d4b\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u6807\u51c6\u548c\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6570\u636e\u6e05\u6d17\u7684\u5173\u952e\u6307\u6807\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u4ee5\u8f85\u52a9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u89c4\u5219\uff0c\u4f18\u5316\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6570\u636e\u6e05\u6d17\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u9057\u6f0f\u548c\u6539\u8fdb\u7a7a\u95f4\uff0c\u786e\u4fdd\u6e05\u6d17\u540e\u6570\u636e\u7b26\u5408\u4e34\u5e8a\u7814\u7a76\u9700\u6c42\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u8c03\u6574\u6570\u636e\u6e05\u6d17\u65b9\u6cd5\uff0c\u5b8c\u5584\u9884\u5904\u7406\u7ed3\u679c\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u786e\u8ba4\u6700\u7ec8\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8d28\u91cf\uff0c\u63d0\u4ea4\u6e05\u6d17\u5b8c\u6210\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\uff0c\u4f9b\u540e\u7eed\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u4f7f\u7528\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u5e94\u7528\u7b5b\u9009\u6807\u51c6\u7b5b\u9009\u6f5c\u5728\u53d7\u8bd5\u8005', 'TaskContent': '\u6839\u636e\u7b5b\u9009\u6807\u51c6\u5bf9\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff0c\u8bc6\u522b\u6f5c\u5728\u53d7\u8bd5\u8005\u3002', 'InputObject_List': ['\u7b5b\u9009\u6807\u51c6', '\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e'], 'OutputObject': '\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u80be\u810f\u75c5\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u7b5b\u9009\u6807\u51c6', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u80be\u810f\u75c5\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u6839\u636e\u7b5b\u9009\u6807\u51c6\u5bf9\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff0c\u8bc6\u522b\u6f5c\u5728\u53d7\u8bd5\u8005\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u57fa\u4e8e\u7b5b\u9009\u6807\u51c6\uff0c\u63d0\u51fa\u9488\u5bf9\u6e05\u6d17\u540e\u60a3\u8005\u6570\u636e\u7684\u521d\u6b65\u7b5b\u9009\u65b9\u6848\uff0c\u786e\u4fdd\u7b26\u5408\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u57fa\u672c\u6761\u4ef6\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u7b5b\u9009\u6807\u51c6', 'InputObject:\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u9488\u5bf9\u521d\u6b65\u7b5b\u9009\u7ed3\u679c\u7684\u4e34\u5e8a\u8bca\u65ad\u5efa\u8bae\uff0c\u4f18\u5316\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u8bc6\u522b\u51c6\u786e\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5229\u7528\u8ba1\u7b97\u6a21\u578b\uff0c\u57fa\u4e8e\u7b5b\u9009\u6807\u51c6\u548c\u6e05\u6d17\u540e\u60a3\u8005\u6570\u636e\uff0c\u63d0\u51fa\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u7b97\u6cd5\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u7b5b\u9009\u6807\u51c6', 'InputObject:\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u80be\u810f\u75c5\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7b5b\u9009\u7b97\u6cd5\u7684\u4e34\u5e8a\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u548c\u4f18\u5316\u7b5b\u9009\u7b97\u6cd5\u4ee5\u63d0\u9ad8\u6f5c\u5728\u53d7\u8bd5\u8005\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6574\u5408\u4e34\u5e8a\u7b5b\u9009\u65b9\u6848\u3001\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u8bca\u65ad\u5efa\u8bae\u53ca\u4f18\u5316\u540e\u7684\u7b5b\u9009\u7b97\u6cd5\uff0c\u5b8c\u6210\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\u7684\u6700\u7ec8\u7b5b\u9009\u5e76\u63d0\u4ea4\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action5']}]}, {'StepName': '\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u4e0e\u8054\u7cfb', 'TaskContent': '\u5bf9\u7b5b\u9009\u51fa\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u8fdb\u884c\u786e\u8ba4\uff0c\u5e76\u8054\u7cfb\u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002', 'InputObject_List': ['\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355'], 'OutputObject': '\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u80be\u810f\u75c5\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u80be\u810f\u75c5\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5bf9\u7b5b\u9009\u51fa\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u8fdb\u884c\u786e\u8ba4\uff0c\u5e76\u8054\u7cfb\u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': 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\n\n\u6574\u4f53\u65b9\u6848\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u4e34\u5e8a\u7814\u7a76\u7279\u70b9\uff0c\u503c\u5f97\u63a8\u5e7f\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u5ba1\u67e5\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7b5b\u9009\u6807\u51c6\u64cd\u4f5c\u65b9\u6848\u4e2d\u7684\u5b89\u5168\u6027\u98ce\u9669\u70b9\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u7684\u7b5b\u9009\u65b9\u6848\u603b\u4f53\u5b8c\u5584\uff0c\u5b89\u5168\u6027\u8003\u8651\u5145\u5206\uff0c\u4f46\u5efa\u8bae\u91cd\u70b9\u6ce8\u610f\u4ee5\u4e0b\u4e24\u70b9\uff1a\n\n1. 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"Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7b5b\u9009\u6807\u51c6\u53ca\u64cd\u4f5c\u65b9\u6848\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u7ed3\u5408\u4e4b\u524d\u5236\u5b9a\u7684\u7b5b\u9009\u6807\u51c6\u548c\u64cd\u4f5c\u65b9\u6848\uff0c\u73b0\u5bf9\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6807\u51c6\u53ca\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\u8fdb\u884c\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u7684\u6570\u636e\u51c6\u786e\u6027\u3001\u52a8\u6001\u76d1\u63a7\u673a\u5236\u7684\u4eba\u5458\u914d\u5907\uff0c\u4ee5\u53ca\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u548c\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u7684\u52a8\u6001\u8bc4\u4f30\uff0c\u8fdb\u4e00\u6b65\u4fdd\u969c\u53d7\u8bd5\u8005\u5b89\u5168\u548c\u7b5b\u9009\u6548\u7387\u3002\n\n## Improved version of \u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u53ca\u64cd\u4f5c\u65b9\u6848\n\n\u4e00\u3001\u7b5b\u9009\u6807\u51c6\n\n1. \u7eb3\u5165\u6807\u51c6\uff08\u9002\u5e94\u75c7\u76f8\u5173\uff09 \n- \u5e74\u9f8418-75\u5c81\u3002 \n- \u8bca\u65ad\u4e3a\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\uff0c\u7b26\u5408KDIGO\u5b9a\u4e49\uff08\u80be\u529f\u80fd\u5f02\u5e38\u6301\u7eed\u22653\u4e2a\u6708\uff09\u3002 \n- eGFR 15-60 ml/min/1.73m\u00b2\uff08CKD 3-4\u671f\uff09\u3002 \n- \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u226530 mg/g\u3002 \n- \u8840\u538b\u63a7\u5236\u7a33\u5b9a\uff0c\u6536\u7f29\u538b\u2264160 mmHg\uff0c\u8212\u5f20\u538b\u2264100 mmHg\uff08\u5141\u8bb8\u964d\u538b\u6cbb\u7597\uff09\u3002 \n- \u65e0\u8fd1\u671f\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\uff08\u5177\u4f53\u6839\u636e\u836f\u7269\u5b89\u5168\u6027\u8c03\u6574\uff09\u3002\n\n2. \u6392\u9664\u6807\u51c6 \n- \u8fd1\u671f\uff083\u4e2a\u6708\u5185\uff09\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u53f2\u3002 \n- \u6b63\u5728\u8fdb\u884c\u80be\u900f\u6790\u6216\u8ba1\u5212\u8fd1\u671f\u80be\u79fb\u690d\u3002 \n- \u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u6216\u708e\u75c7\u6027\u75be\u75c5\uff08\u5305\u62ec\u6d3b\u52a8\u6027\u7ed3\u6838\u3001\u672a\u63a7\u5236\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u8005\u7b49\uff09\u3002 \n- \u5bf9\u7814\u7a76\u836f\u7269\u6216\u7ed3\u6784\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u53cd\u5e94\u6216\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u53f2\uff08\u5982\u836f\u7269\u6027\u809d\u635f\u4f24\u3001\u80be\u635f\u4f24\u3001\u4e25\u91cd\u76ae\u75b9\u7b49\uff09\u3002 \n- \u598a\u5a20\u6216\u54fa\u4e73\u671f\u5973\u6027\u3002 \n- \u4e25\u91cd\u809d\u529f\u80fd\u4e0d\u5168\uff08Child-Pugh C\u7ea7\uff09\uff0c\u6216\u809d\u529f\u80fd\u6307\u6807ALT/AST\u22653\u00d7ULN\u3002 \n- \u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\uff08\u5982\u5ba4\u6027\u5fc3\u52a8\u8fc7\u901f\u3001QT\u95f4\u671f\u5ef6\u957f\uff09\u6216\u4e0d\u7a33\u5b9a\u5fc3\u8870\u3002 \n- \u4f34\u6709\u4e25\u91cd\u7cfb\u7edf\u6027\u75be\u75c5\u6216\u6076\u6027\u80bf\u7624\u6d3b\u52a8\u671f\u3002 \n- \u8fd1\u671f\u4f7f\u7528\u80be\u6bd2\u6027\u836f\u7269\u4e14\u672a\u505c\u836f\u3002 \n- \u57fa\u7ebf\u8840\u94be\u22655.0 mmol/L\uff0c\u6216\u5b58\u5728\u9ad8\u94be\u8840\u75c7\u9ad8\u98ce\u9669\uff08\u5982\u4f7f\u7528\u4fdd\u94be\u5229\u5c3f\u5242\u3001ACEI/ARB\u8054\u5408\u7528\u836f\u4e14\u8840\u94be\u63a7\u5236\u4e0d\u4f73\uff09\u3002 \n- \u76ee\u524d\u4f7f\u7528\u4e0e\u7814\u7a76\u836f\u7269\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u836f\u7269\u3002\n\n\u4e8c\u3001\u7b5b\u9009\u6807\u51c6\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\n\n1. \u521d\u6b65\u7b5b\u9009\u9636\u6bb5\uff08\u95e8\u8bca\u6216\u6570\u636e\u5e93\u7b5b\u67e5\uff09 \n- \u5229\u7528\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u6216\u4e34\u5e8a\u6570\u636e\u5e93\uff0c\u81ea\u52a8\u7b5b\u9009\u7b26\u5408\u5e74\u9f84\u3001CKD\u8bca\u65ad\u3001eGFR\u8303\u56f4\u3001\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u53ca\u8840\u538b\u63a7\u5236\u7684\u60a3\u8005\u3002 \n- \u91cd\u70b9\u786e\u4fdd\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u7684\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u907f\u514d\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002 \n- \u6392\u9664\u8fd1\u671f\u6025\u6027\u80be\u635f\u4f24\u3001\u80be\u900f\u6790\u6216\u80be\u79fb\u690d\u8ba1\u5212\u60a3\u8005\u3002 \n- \u901a\u8fc7\u75c5\u5386\u53ca\u7528\u836f\u8bb0\u5f55\u521d\u6b65\u6392\u9664\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\u3001\u809d\u529f\u80fd\u4e0d\u5168\u53ca\u7cfb\u7edf\u6027\u75be\u75c5\u60a3\u8005\u3002\n\n2. \u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\uff08\u73b0\u573a\u8bbf\u89c6\u53ca\u5b9e\u9a8c\u5ba4\u590d\u6838\uff09 \n- \u73b0\u573a\u8bbf\u89c6\u786e\u8ba4\u75c5\u53f2\uff0c\u91cd\u70b9\u8be2\u95ee\u836f\u7269\u8fc7\u654f\u53f2\u53ca\u65e2\u5f80\u836f\u7269\u4e0d\u826f\u53cd\u5e94\uff0c\u6392\u9664\u5bf9\u7814\u7a76\u836f\u7269\u53ca\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u6216\u4e0d\u826f\u53cd\u5e94\u8005\u3002 \n- \u5b9e\u9a8c\u5ba4\u590d\u6838\u809d\u529f\u80fd\uff08ALT/AST\uff09\u3001\u8840\u94be\u6c34\u5e73\uff08\u6392\u9664\u22655.0 mmol/L\u8005\uff09\u53ca\u5176\u4ed6\u76f8\u5173\u6307\u6807\u3002 \n- \u8bc4\u4f30\u5fc3\u7535\u56fe\uff0c\u6392\u9664\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u6216QT\u5ef6\u957f\u60a3\u8005\u3002 \n- \u8bc4\u4f30\u6d3b\u52a8\u6027\u611f\u67d3\u60c5\u51b5\uff0c\u6392\u9664\u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u3001\u7ed3\u6838\u3001\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u4e14\u672a\u63a7\u5236\u60a3\u8005\u3002 \n- \u8be6\u7ec6\u6838\u67e5\u7528\u836f\u60c5\u51b5\uff0c\u5f3a\u5316\u5bf9\u53ef\u80fd\u5f71\u54cd\u80be\u529f\u80fd\u53ca\u836f\u7269\u4ee3\u8c22\u7684\u5171\u7528\u836f\u7269\u7684\u8bc4\u4f30\uff0c\u6392\u9664\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u7528\u836f\u8005\u3002 \n- \u91cd\u70b9\u5173\u6ce8\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u60a3\u8005\u7684\u7528\u836f\u53ca\u75c5\u60c5\uff0c\u786e\u4fdd\u98ce\u9669\u53ef\u63a7\u3002\n\n3. \u6700\u7ec8\u786e\u8ba4\u9636\u6bb5 \n- \u7531\u7814\u7a76\u56e2\u961f\u591a\u5b66\u79d1\u8ba8\u8bba\uff08\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u3001\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\uff09\u786e\u8ba4\u7b26\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u7684\u53d7\u8bd5\u8005\u540d\u5355\u3002 \n- \u7b7e\u7f72\u77e5\u60c5\u540c\u610f\u4e66\uff0c\u786e\u4fdd\u53d7\u8bd5\u8005\u5145\u5206\u4e86\u89e3\u8bd5\u9a8c\u98ce\u9669\u548c\u8981\u6c42\u3002\n\n\u4e09\u3001\u4f18\u5316\u5efa\u8bae\u53ca\u5b9e\u65bd\u4fdd\u969c\n\n1. \u7535\u5b50\u7b5b\u9009\u5de5\u5177\u4e0e\u81ea\u52a8\u5316\u7b97\u6cd5 \n- \u5f00\u53d1\u6216\u5229\u7528\u73b0\u6709EHR\u81ea\u52a8\u7b5b\u9009\u5de5\u5177\uff0c\u7ed3\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u81ea\u52a8\u6807\u8bb0\u6f5c\u5728\u53d7\u8bd5\u8005\u3002 \n- \u5b9a\u671f\u6821\u9a8c\u548c\u66f4\u65b0\u7535\u5b50\u7b5b\u9009\u7b97\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u9632\u6b62\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002\n\n2. \u591a\u4e2d\u5fc3\u534f\u540c\u7b5b\u9009 \n- \u5efa\u7acb\u591a\u4e2d\u5fc3\u7b5b\u9009\u7f51\u7edc\uff0c\u7edf\u4e00\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\uff0c\u5b9e\u73b0\u6f5c\u5728\u53d7\u8bd5\u8005\u5171\u4eab\u548c\u5feb\u901f\u8f6c\u8bca\uff0c\u6269\u5927\u62db\u52df\u8303\u56f4\u3002\n\n3. \u6807\u51c6\u5316\u8bbf\u89c6\u6d41\u7a0b\u53ca\u4e13\u9879\u57f9\u8bad \n- \u5236\u5b9a\u6807\u51c6\u5316\u8bbf\u89c6\u95ee\u8bca\u6a21\u677f\uff0c\u5168\u9762\u6db5\u76d6\u836f\u7269\u8fc7\u654f\u53f2\u3001\u4e0d\u826f\u53cd\u5e94\u53f2\u53ca\u7528\u836f\u53f2\u3002 \n- \u5bf9\u7814\u7a76\u534f\u8c03\u5458\u548c\u533b\u62a4\u4eba\u5458\u8fdb\u884c\u4e13\u9879\u57f9\u8bad\uff0c\u63d0\u9ad8\u98ce\u9669\u8bc6\u522b\u548c\u7528\u836f\u6838\u67e5\u80fd\u529b\u3002\n\n4. \u52a8\u6001\u76d1\u63a7\u4e0e\u590d\u7b5b\u673a\u5236 \n- \u914d\u5907\u4e13\u95e8\u4eba\u5458\u548c\u8d44\u6e90\uff0c\u5b9e\u65bd\u52a8\u6001\u76d1\u63a7\u673a\u5236\uff0c\u5bf9\u5165\u7ec4\u53d7\u8bd5\u8005\u5b9a\u671f\u68c0\u6d4b\u809d\u529f\u80fd\u3001\u7535\u89e3\u8d28\uff08\u7279\u522b\u662f\u8840\u94be\uff09\u3001\u5fc3\u7535\u56fe\u53ca\u611f\u67d3\u72b6\u51b5\u3002 \n- \u52a8\u6001\u8bc4\u4f30\u60a3\u8005\u5408\u5e76\u7528\u836f\u53ca\u75c5\u60c5\u53d8\u5316\u5bf9\u94be\u6c34\u5e73\u548c\u5fc3\u8840\u7ba1\u98ce\u9669\u7684\u5f71\u54cd\uff0c\u53ca\u65f6\u8c03\u6574\u7b5b\u9009\u548c\u6cbb\u7597\u65b9\u6848\uff0c\u9632\u8303\u5b89\u5168\u9690\u60a3\u3002 \n- \u5efa\u7acb\u6f5c\u5728\u53d7\u8bd5\u8005\u52a8\u6001\u6570\u636e\u5e93\uff0c\u968f\u8bbf\u75c5\u60c5\u53ca\u7528\u836f\u53d8\u5316\uff0c\u5b9e\u65f6\u66f4\u65b0\u7b5b\u9009\u4fe1\u606f\u3002\n\n5. \u60a3\u8005\u6559\u80b2\u4e0e\u6c9f\u901a \n- \u52a0\u5f3a\u60a3\u8005\u5bf9\u8bd5\u9a8c\u76ee\u7684\u3001\u7b5b\u9009\u6807\u51c6\u53ca\u5b89\u5168\u98ce\u9669\u7684\u7406\u89e3\uff0c\u63d0\u5347\u914d\u5408\u5ea6\uff0c\u51cf\u5c11\u4fe1\u606f\u9057\u6f0f\u3002\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u7b5b\u9009\u6807\u51c6\u53ca\u64cd\u4f5c\u65b9\u6848\u7ed3\u5408\u4e86\u79d1\u5b66\u4e25\u8c28\u7684\u7eb3\u5165\u6392\u9664\u6807\u51c6\u3001\u591a\u9636\u6bb5\u7b5b\u9009\u6d41\u7a0b\u3001\u591a\u5b66\u79d1\u8bc4\u5ba1\u53ca\u52a8\u6001\u5b89\u5168\u7ba1\u7406\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u7684\u51c6\u786e\u6027\u3001\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u548c\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u7684\u52a8\u6001\u8bc4\u4f30\uff0c\u5207\u5b9e\u4fdd\u969c\u53d7\u8bd5\u8005\u5b89\u5168\u548c\u7b5b\u9009\u6548\u7387\uff0c\u52a9\u529b\u5feb\u901f\u7cbe\u51c6\u7b5b\u9009\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6574\u5408\u6240\u6709\u53cd\u9988\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u6807\u51c6\u5e76\u63d0\u4ea4\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u7684\u64cd\u4f5c\u65b9\u6848\u53ca\u4f18\u5316\u5efa\u8bae\uff0c\u73b0\u5f62\u6210\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u6700\u7ec8\u7b5b\u9009\u6807\u51c6\u3002\u8be5\u6807\u51c6\u79d1\u5b66\u4e25\u8c28\uff0c\u517c\u987e\u5b89\u5168\u6027\u548c\u5b9e\u64cd\u6027\uff0c\u91cd\u70b9\u5f3a\u5316\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u7684\u6570\u636e\u51c6\u786e\u6027\u3001\u591a\u5b66\u79d1\u8bc4\u5ba1\u673a\u5236\u3001\u52a8\u6001\u76d1\u63a7\u53ca\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u548c\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u7684\u52a8\u6001\u8bc4\u4f30\uff0c\u786e\u4fdd\u5feb\u901f\u4e14\u7cbe\u51c6\u5730\u7b5b\u9009\u5408\u9002\u53d7\u8bd5\u8005\u3002\n\n\u73b0\u5c06\u6700\u7ec8\u7b5b\u9009\u6807\u51c6\u5185\u5bb9\u63d0\u4ea4\u5982\u4e0b\uff1a\n\n```\u7b5b\u9009\u6807\u51c6\n\u4e00\u3001\u7eb3\u5165\u6807\u51c6\uff08\u9002\u5e94\u75c7\u76f8\u5173\uff09\n1. \u5e74\u9f8418-75\u5c81\u3002\n2. \u8bca\u65ad\u4e3a\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\uff0c\u7b26\u5408KDIGO\u5b9a\u4e49\uff08\u80be\u529f\u80fd\u5f02\u5e38\u6301\u7eed\u22653\u4e2a\u6708\uff09\u3002\n3. eGFR 15-60 ml/min/1.73m\u00b2\uff08CKD 3-4\u671f\uff09\u3002\n4. \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u226530 mg/g\u3002\n5. \u8840\u538b\u63a7\u5236\u7a33\u5b9a\uff0c\u6536\u7f29\u538b\u2264160 mmHg\uff0c\u8212\u5f20\u538b\u2264100 mmHg\uff08\u5141\u8bb8\u964d\u538b\u6cbb\u7597\uff09\u3002\n6. \u65e0\u8fd1\u671f\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\uff08\u5177\u4f53\u6839\u636e\u836f\u7269\u5b89\u5168\u6027\u8c03\u6574\uff09\u3002\n\n\u4e8c\u3001\u6392\u9664\u6807\u51c6\n1. \u8fd1\u671f\uff083\u4e2a\u6708\u5185\uff09\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u53f2\u3002\n2. \u6b63\u5728\u8fdb\u884c\u80be\u900f\u6790\u6216\u8ba1\u5212\u8fd1\u671f\u80be\u79fb\u690d\u3002\n3. \u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u6216\u708e\u75c7\u6027\u75be\u75c5\uff08\u5305\u62ec\u6d3b\u52a8\u6027\u7ed3\u6838\u3001\u672a\u63a7\u5236\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u8005\u7b49\uff09\u3002\n4. \u5bf9\u7814\u7a76\u836f\u7269\u6216\u7ed3\u6784\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u53cd\u5e94\u6216\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u53f2\uff08\u5982\u836f\u7269\u6027\u809d\u635f\u4f24\u3001\u80be\u635f\u4f24\u3001\u4e25\u91cd\u76ae\u75b9\u7b49\uff09\u3002\n5. \u598a\u5a20\u6216\u54fa\u4e73\u671f\u5973\u6027\u3002\n6. \u4e25\u91cd\u809d\u529f\u80fd\u4e0d\u5168\uff08Child-Pugh C\u7ea7\uff09\uff0c\u6216\u809d\u529f\u80fd\u6307\u6807ALT/AST\u22653\u00d7ULN\u3002\n7. \u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\uff08\u5982\u5ba4\u6027\u5fc3\u52a8\u8fc7\u901f\u3001QT\u95f4\u671f\u5ef6\u957f\uff09\u6216\u4e0d\u7a33\u5b9a\u5fc3\u8870\u3002\n8. \u4f34\u6709\u4e25\u91cd\u7cfb\u7edf\u6027\u75be\u75c5\u6216\u6076\u6027\u80bf\u7624\u6d3b\u52a8\u671f\u3002\n9. \u8fd1\u671f\u4f7f\u7528\u80be\u6bd2\u6027\u836f\u7269\u4e14\u672a\u505c\u836f\u3002\n10. \u57fa\u7ebf\u8840\u94be\u22655.0 mmol/L\uff0c\u6216\u5b58\u5728\u9ad8\u94be\u8840\u75c7\u9ad8\u98ce\u9669\uff08\u5982\u4f7f\u7528\u4fdd\u94be\u5229\u5c3f\u5242\u3001ACEI/ARB\u8054\u5408\u7528\u836f\u4e14\u8840\u94be\u63a7\u5236\u4e0d\u4f73\uff09\u3002\n11. \u76ee\u524d\u4f7f\u7528\u4e0e\u7814\u7a76\u836f\u7269\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u836f\u7269\u3002\n\n\u4e09\u3001\u7b5b\u9009\u6807\u51c6\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\n1. \u521d\u6b65\u7b5b\u9009\u9636\u6bb5\uff08\u95e8\u8bca\u6216\u6570\u636e\u5e93\u7b5b\u67e5\uff09\n- \u5229\u7528\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u6216\u4e34\u5e8a\u6570\u636e\u5e93\uff0c\u81ea\u52a8\u7b5b\u9009\u7b26\u5408\u5e74\u9f84\u3001CKD\u8bca\u65ad\u3001eGFR\u8303\u56f4\u3001\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u53ca\u8840\u538b\u63a7\u5236\u7684\u60a3\u8005\u3002\n- \u786e\u4fdd\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u907f\u514d\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002\n- \u6392\u9664\u8fd1\u671f\u6025\u6027\u80be\u635f\u4f24\u3001\u80be\u900f\u6790\u6216\u80be\u79fb\u690d\u8ba1\u5212\u60a3\u8005\u3002\n- \u901a\u8fc7\u75c5\u5386\u53ca\u7528\u836f\u8bb0\u5f55\u521d\u6b65\u6392\u9664\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\u3001\u809d\u529f\u80fd\u4e0d\u5168\u53ca\u7cfb\u7edf\u6027\u75be\u75c5\u60a3\u8005\u3002\n\n2. \u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\uff08\u73b0\u573a\u8bbf\u89c6\u53ca\u5b9e\u9a8c\u5ba4\u590d\u6838\uff09\n- \u73b0\u573a\u8bbf\u89c6\u786e\u8ba4\u75c5\u53f2\uff0c\u91cd\u70b9\u8be2\u95ee\u836f\u7269\u8fc7\u654f\u53f2\u53ca\u65e2\u5f80\u836f\u7269\u4e0d\u826f\u53cd\u5e94\uff0c\u6392\u9664\u5bf9\u7814\u7a76\u836f\u7269\u53ca\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u6216\u4e0d\u826f\u53cd\u5e94\u8005\u3002\n- \u5b9e\u9a8c\u5ba4\u590d\u6838\u809d\u529f\u80fd\uff08ALT/AST\uff09\u3001\u8840\u94be\u6c34\u5e73\uff08\u6392\u9664\u22655.0 mmol/L\u8005\uff09\u53ca\u5176\u4ed6\u76f8\u5173\u6307\u6807\u3002\n- \u8bc4\u4f30\u5fc3\u7535\u56fe\uff0c\u6392\u9664\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u6216QT\u5ef6\u957f\u60a3\u8005\u3002\n- \u8bc4\u4f30\u6d3b\u52a8\u6027\u611f\u67d3\u60c5\u51b5\uff0c\u6392\u9664\u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u3001\u7ed3\u6838\u3001\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u4e14\u672a\u63a7\u5236\u60a3\u8005\u3002\n- \u8be6\u7ec6\u6838\u67e5\u7528\u836f\u60c5\u51b5\uff0c\u5f3a\u5316\u5bf9\u53ef\u80fd\u5f71\u54cd\u80be\u529f\u80fd\u53ca\u836f\u7269\u4ee3\u8c22\u7684\u5171\u7528\u836f\u7269\u7684\u8bc4\u4f30\uff0c\u6392\u9664\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u7528\u836f\u8005\u3002\n- \u91cd\u70b9\u5173\u6ce8\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u60a3\u8005\u7684\u7528\u836f\u53ca\u75c5\u60c5\uff0c\u786e\u4fdd\u98ce\u9669\u53ef\u63a7\u3002\n\n3. \u6700\u7ec8\u786e\u8ba4\u9636\u6bb5\n- \u7531\u7814\u7a76\u56e2\u961f\u591a\u5b66\u79d1\u8ba8\u8bba\uff08\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u3001\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\uff09\u786e\u8ba4\u7b26\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u7684\u53d7\u8bd5\u8005\u540d\u5355\u3002\n- \u7b7e\u7f72\u77e5\u60c5\u540c\u610f\u4e66\uff0c\u786e\u4fdd\u53d7\u8bd5\u8005\u5145\u5206\u4e86\u89e3\u8bd5\u9a8c\u98ce\u9669\u548c\u8981\u6c42\u3002\n\n\u56db\u3001\u4f18\u5316\u5efa\u8bae\u53ca\u5b9e\u65bd\u4fdd\u969c\n1. \u7535\u5b50\u7b5b\u9009\u5de5\u5177\u4e0e\u81ea\u52a8\u5316\u7b97\u6cd5\n- \u5f00\u53d1\u6216\u5229\u7528\u73b0\u6709EHR\u81ea\u52a8\u7b5b\u9009\u5de5\u5177\uff0c\u7ed3\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u81ea\u52a8\u6807\u8bb0\u6f5c\u5728\u53d7\u8bd5\u8005\u3002\n- \u5b9a\u671f\u6821\u9a8c\u548c\u66f4\u65b0\u7535\u5b50\u7b5b\u9009\u7b97\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u9632\u6b62\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002\n\n2. \u591a\u4e2d\u5fc3\u534f\u540c\u7b5b\u9009\n- \u5efa\u7acb\u591a\u4e2d\u5fc3\u7b5b\u9009\u7f51\u7edc\uff0c\u7edf\u4e00\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\uff0c\u5b9e\u73b0\u6f5c\u5728\u53d7\u8bd5\u8005\u5171\u4eab\u548c\u5feb\u901f\u8f6c\u8bca\uff0c\u6269\u5927\u62db\u52df\u8303\u56f4\u3002\n\n3. \u6807\u51c6\u5316\u8bbf\u89c6\u6d41\u7a0b\u53ca\u4e13\u9879\u57f9\u8bad\n- \u5236\u5b9a\u6807\u51c6\u5316\u8bbf\u89c6\u95ee\u8bca\u6a21\u677f\uff0c\u5168\u9762\u6db5\u76d6\u836f\u7269\u8fc7\u654f\u53f2\u3001\u4e0d\u826f\u53cd\u5e94\u53f2\u53ca\u7528\u836f\u53f2\u3002\n- \u5bf9\u7814\u7a76\u534f\u8c03\u5458\u548c\u533b\u62a4\u4eba\u5458\u8fdb\u884c\u4e13\u9879\u57f9\u8bad\uff0c\u63d0\u9ad8\u98ce\u9669\u8bc6\u522b\u548c\u7528\u836f\u6838\u67e5\u80fd\u529b\u3002\n\n4. \u52a8\u6001\u76d1\u63a7\u4e0e\u590d\u7b5b\u673a\u5236\n- \u914d\u5907\u4e13\u95e8\u4eba\u5458\u548c\u8d44\u6e90\uff0c\u5b9e\u65bd\u52a8\u6001\u76d1\u63a7\u673a\u5236\uff0c\u5bf9\u5165\u7ec4\u53d7\u8bd5\u8005\u5b9a\u671f\u68c0\u6d4b\u809d\u529f\u80fd\u3001\u7535\u89e3\u8d28\uff08\u7279\u522b\u662f\u8840\u94be\uff09\u3001\u5fc3\u7535\u56fe\u53ca\u611f\u67d3\u72b6\u51b5\u3002\n- \u52a8\u6001\u8bc4\u4f30\u60a3\u8005\u5408\u5e76\u7528\u836f\u53ca\u75c5\u60c5\u53d8\u5316\u5bf9\u94be\u6c34\u5e73\u548c\u5fc3\u8840\u7ba1\u98ce\u9669\u7684\u5f71\u54cd\uff0c\u53ca\u65f6\u8c03\u6574\u7b5b\u9009\u548c\u6cbb\u7597\u65b9\u6848\uff0c\u9632\u8303\u5b89\u5168\u9690\u60a3\u3002\n- \u5efa\u7acb\u6f5c\u5728\u53d7\u8bd5\u8005\u52a8\u6001\u6570\u636e\u5e93\uff0c\u968f\u8bbf\u75c5\u60c5\u53ca\u7528\u836f\u53d8\u5316\uff0c\u5b9e\u65f6\u66f4\u65b0\u7b5b\u9009\u4fe1\u606f\u3002\n\n5. \u60a3\u8005\u6559\u80b2\u4e0e\u6c9f\u901a\n- \u52a0\u5f3a\u60a3\u8005\u5bf9\u8bd5\u9a8c\u76ee\u7684\u3001\u7b5b\u9009\u6807\u51c6\u53ca\u5b89\u5168\u98ce\u9669\u7684\u7406\u89e3\uff0c\u63d0\u5347\u914d\u5408\u5ea6\uff0c\u51cf\u5c11\u4fe1\u606f\u9057\u6f0f\u3002\n```\n\n\u8be5\u6700\u7ec8\u7b5b\u9009\u6807\u51c6\u7ed3\u5408\u4e86\u591a\u65b9\u4e13\u5bb6\u610f\u89c1\u53ca\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u65e8\u5728\u5b9e\u73b0\u5feb\u901f\u3001\u7cbe\u51c6\u4e14\u5b89\u5168\u7684\u6162\u6027\u80be\u810f\u75c5\u836f\u7269\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\uff0c\u652f\u6301\u4e34\u5e8a\u8bd5\u9a8c\u987a\u5229\u5f00\u5c55\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u7b5b\u9009\u6807\u51c6", + "content": "\u4e00\u3001\u7eb3\u5165\u6807\u51c6\uff08\u9002\u5e94\u75c7\u76f8\u5173\uff09\n1. \u5e74\u9f8418-75\u5c81\u3002\n2. \u8bca\u65ad\u4e3a\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\uff0c\u7b26\u5408KDIGO\u5b9a\u4e49\uff08\u80be\u529f\u80fd\u5f02\u5e38\u6301\u7eed\u22653\u4e2a\u6708\uff09\u3002\n3. eGFR 15-60 ml/min/1.73m\u00b2\uff08CKD 3-4\u671f\uff09\u3002\n4. \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u226530 mg/g\u3002\n5. \u8840\u538b\u63a7\u5236\u7a33\u5b9a\uff0c\u6536\u7f29\u538b\u2264160 mmHg\uff0c\u8212\u5f20\u538b\u2264100 mmHg\uff08\u5141\u8bb8\u964d\u538b\u6cbb\u7597\uff09\u3002\n6. \u65e0\u8fd1\u671f\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\uff08\u5177\u4f53\u6839\u636e\u836f\u7269\u5b89\u5168\u6027\u8c03\u6574\uff09\u3002\n\n\u4e8c\u3001\u6392\u9664\u6807\u51c6\n1. \u8fd1\u671f\uff083\u4e2a\u6708\u5185\uff09\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u53f2\u3002\n2. \u6b63\u5728\u8fdb\u884c\u80be\u900f\u6790\u6216\u8ba1\u5212\u8fd1\u671f\u80be\u79fb\u690d\u3002\n3. \u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u6216\u708e\u75c7\u6027\u75be\u75c5\uff08\u5305\u62ec\u6d3b\u52a8\u6027\u7ed3\u6838\u3001\u672a\u63a7\u5236\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u8005\u7b49\uff09\u3002\n4. \u5bf9\u7814\u7a76\u836f\u7269\u6216\u7ed3\u6784\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u53cd\u5e94\u6216\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u53f2\uff08\u5982\u836f\u7269\u6027\u809d\u635f\u4f24\u3001\u80be\u635f\u4f24\u3001\u4e25\u91cd\u76ae\u75b9\u7b49\uff09\u3002\n5. \u598a\u5a20\u6216\u54fa\u4e73\u671f\u5973\u6027\u3002\n6. \u4e25\u91cd\u809d\u529f\u80fd\u4e0d\u5168\uff08Child-Pugh C\u7ea7\uff09\uff0c\u6216\u809d\u529f\u80fd\u6307\u6807ALT/AST\u22653\u00d7ULN\u3002\n7. \u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\uff08\u5982\u5ba4\u6027\u5fc3\u52a8\u8fc7\u901f\u3001QT\u95f4\u671f\u5ef6\u957f\uff09\u6216\u4e0d\u7a33\u5b9a\u5fc3\u8870\u3002\n8. \u4f34\u6709\u4e25\u91cd\u7cfb\u7edf\u6027\u75be\u75c5\u6216\u6076\u6027\u80bf\u7624\u6d3b\u52a8\u671f\u3002\n9. \u8fd1\u671f\u4f7f\u7528\u80be\u6bd2\u6027\u836f\u7269\u4e14\u672a\u505c\u836f\u3002\n10. \u57fa\u7ebf\u8840\u94be\u22655.0 mmol/L\uff0c\u6216\u5b58\u5728\u9ad8\u94be\u8840\u75c7\u9ad8\u98ce\u9669\uff08\u5982\u4f7f\u7528\u4fdd\u94be\u5229\u5c3f\u5242\u3001ACEI/ARB\u8054\u5408\u7528\u836f\u4e14\u8840\u94be\u63a7\u5236\u4e0d\u4f73\uff09\u3002\n11. \u76ee\u524d\u4f7f\u7528\u4e0e\u7814\u7a76\u836f\u7269\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u836f\u7269\u3002\n\n\u4e09\u3001\u7b5b\u9009\u6807\u51c6\u5177\u4f53\u64cd\u4f5c\u65b9\u6848\n1. \u521d\u6b65\u7b5b\u9009\u9636\u6bb5\uff08\u95e8\u8bca\u6216\u6570\u636e\u5e93\u7b5b\u67e5\uff09\n- \u5229\u7528\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u6216\u4e34\u5e8a\u6570\u636e\u5e93\uff0c\u81ea\u52a8\u7b5b\u9009\u7b26\u5408\u5e74\u9f84\u3001CKD\u8bca\u65ad\u3001eGFR\u8303\u56f4\u3001\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u53ca\u8840\u538b\u63a7\u5236\u7684\u60a3\u8005\u3002\n- \u786e\u4fdd\u7535\u5b50\u7b5b\u9009\u5de5\u5177\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u907f\u514d\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002\n- \u6392\u9664\u8fd1\u671f\u6025\u6027\u80be\u635f\u4f24\u3001\u80be\u900f\u6790\u6216\u80be\u79fb\u690d\u8ba1\u5212\u60a3\u8005\u3002\n- \u901a\u8fc7\u75c5\u5386\u53ca\u7528\u836f\u8bb0\u5f55\u521d\u6b65\u6392\u9664\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u53f2\u3001\u809d\u529f\u80fd\u4e0d\u5168\u53ca\u7cfb\u7edf\u6027\u75be\u75c5\u60a3\u8005\u3002\n\n2. \u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\uff08\u73b0\u573a\u8bbf\u89c6\u53ca\u5b9e\u9a8c\u5ba4\u590d\u6838\uff09\n- \u73b0\u573a\u8bbf\u89c6\u786e\u8ba4\u75c5\u53f2\uff0c\u91cd\u70b9\u8be2\u95ee\u836f\u7269\u8fc7\u654f\u53f2\u53ca\u65e2\u5f80\u836f\u7269\u4e0d\u826f\u53cd\u5e94\uff0c\u6392\u9664\u5bf9\u7814\u7a76\u836f\u7269\u53ca\u7c7b\u4f3c\u836f\u7269\u6709\u4e25\u91cd\u8fc7\u654f\u6216\u4e0d\u826f\u53cd\u5e94\u8005\u3002\n- \u5b9e\u9a8c\u5ba4\u590d\u6838\u809d\u529f\u80fd\uff08ALT/AST\uff09\u3001\u8840\u94be\u6c34\u5e73\uff08\u6392\u9664\u22655.0 mmol/L\u8005\uff09\u53ca\u5176\u4ed6\u76f8\u5173\u6307\u6807\u3002\n- \u8bc4\u4f30\u5fc3\u7535\u56fe\uff0c\u6392\u9664\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u6216QT\u5ef6\u957f\u60a3\u8005\u3002\n- \u8bc4\u4f30\u6d3b\u52a8\u6027\u611f\u67d3\u60c5\u51b5\uff0c\u6392\u9664\u6d3b\u52a8\u6027\u4e25\u91cd\u611f\u67d3\u3001\u7ed3\u6838\u3001\u4e59\u809d\u75c5\u6bd2\u643a\u5e26\u4e14\u672a\u63a7\u5236\u60a3\u8005\u3002\n- \u8be6\u7ec6\u6838\u67e5\u7528\u836f\u60c5\u51b5\uff0c\u5f3a\u5316\u5bf9\u53ef\u80fd\u5f71\u54cd\u80be\u529f\u80fd\u53ca\u836f\u7269\u4ee3\u8c22\u7684\u5171\u7528\u836f\u7269\u7684\u8bc4\u4f30\uff0c\u6392\u9664\u5b58\u5728\u663e\u8457\u76f8\u4e92\u4f5c\u7528\u4e14\u65e0\u6cd5\u8c03\u6574\u7684\u7528\u836f\u8005\u3002\n- \u91cd\u70b9\u5173\u6ce8\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u60a3\u8005\u7684\u7528\u836f\u53ca\u75c5\u60c5\uff0c\u786e\u4fdd\u98ce\u9669\u53ef\u63a7\u3002\n\n3. \u6700\u7ec8\u786e\u8ba4\u9636\u6bb5\n- \u7531\u7814\u7a76\u56e2\u961f\u591a\u5b66\u79d1\u8ba8\u8bba\uff08\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u3001\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\uff09\u786e\u8ba4\u7b26\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u7684\u53d7\u8bd5\u8005\u540d\u5355\u3002\n- \u7b7e\u7f72\u77e5\u60c5\u540c\u610f\u4e66\uff0c\u786e\u4fdd\u53d7\u8bd5\u8005\u5145\u5206\u4e86\u89e3\u8bd5\u9a8c\u98ce\u9669\u548c\u8981\u6c42\u3002\n\n\u56db\u3001\u4f18\u5316\u5efa\u8bae\u53ca\u5b9e\u65bd\u4fdd\u969c\n1. \u7535\u5b50\u7b5b\u9009\u5de5\u5177\u4e0e\u81ea\u52a8\u5316\u7b97\u6cd5\n- \u5f00\u53d1\u6216\u5229\u7528\u73b0\u6709EHR\u81ea\u52a8\u7b5b\u9009\u5de5\u5177\uff0c\u7ed3\u5408\u7eb3\u5165\u548c\u6392\u9664\u6807\u51c6\u81ea\u52a8\u6807\u8bb0\u6f5c\u5728\u53d7\u8bd5\u8005\u3002\n- \u5b9a\u671f\u6821\u9a8c\u548c\u66f4\u65b0\u7535\u5b50\u7b5b\u9009\u7b97\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u9632\u6b62\u6f0f\u7b5b\u6216\u8bef\u7b5b\u3002\n\n2. \u591a\u4e2d\u5fc3\u534f\u540c\u7b5b\u9009\n- \u5efa\u7acb\u591a\u4e2d\u5fc3\u7b5b\u9009\u7f51\u7edc\uff0c\u7edf\u4e00\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\uff0c\u5b9e\u73b0\u6f5c\u5728\u53d7\u8bd5\u8005\u5171\u4eab\u548c\u5feb\u901f\u8f6c\u8bca\uff0c\u6269\u5927\u62db\u52df\u8303\u56f4\u3002\n\n3. \u6807\u51c6\u5316\u8bbf\u89c6\u6d41\u7a0b\u53ca\u4e13\u9879\u57f9\u8bad\n- \u5236\u5b9a\u6807\u51c6\u5316\u8bbf\u89c6\u95ee\u8bca\u6a21\u677f\uff0c\u5168\u9762\u6db5\u76d6\u836f\u7269\u8fc7\u654f\u53f2\u3001\u4e0d\u826f\u53cd\u5e94\u53f2\u53ca\u7528\u836f\u53f2\u3002\n- \u5bf9\u7814\u7a76\u534f\u8c03\u5458\u548c\u533b\u62a4\u4eba\u5458\u8fdb\u884c\u4e13\u9879\u57f9\u8bad\uff0c\u63d0\u9ad8\u98ce\u9669\u8bc6\u522b\u548c\u7528\u836f\u6838\u67e5\u80fd\u529b\u3002\n\n4. \u52a8\u6001\u76d1\u63a7\u4e0e\u590d\u7b5b\u673a\u5236\n- \u914d\u5907\u4e13\u95e8\u4eba\u5458\u548c\u8d44\u6e90\uff0c\u5b9e\u65bd\u52a8\u6001\u76d1\u63a7\u673a\u5236\uff0c\u5bf9\u5165\u7ec4\u53d7\u8bd5\u8005\u5b9a\u671f\u68c0\u6d4b\u809d\u529f\u80fd\u3001\u7535\u89e3\u8d28\uff08\u7279\u522b\u662f\u8840\u94be\uff09\u3001\u5fc3\u7535\u56fe\u53ca\u611f\u67d3\u72b6\u51b5\u3002\n- \u52a8\u6001\u8bc4\u4f30\u60a3\u8005\u5408\u5e76\u7528\u836f\u53ca\u75c5\u60c5\u53d8\u5316\u5bf9\u94be\u6c34\u5e73\u548c\u5fc3\u8840\u7ba1\u98ce\u9669\u7684\u5f71\u54cd\uff0c\u53ca\u65f6\u8c03\u6574\u7b5b\u9009\u548c\u6cbb\u7597\u65b9\u6848\uff0c\u9632\u8303\u5b89\u5168\u9690\u60a3\u3002\n- \u5efa\u7acb\u6f5c\u5728\u53d7\u8bd5\u8005\u52a8\u6001\u6570\u636e\u5e93\uff0c\u968f\u8bbf\u75c5\u60c5\u53ca\u7528\u836f\u53d8\u5316\uff0c\u5b9e\u65f6\u66f4\u65b0\u7b5b\u9009\u4fe1\u606f\u3002\n\n5. \u60a3\u8005\u6559\u80b2\u4e0e\u6c9f\u901a\n- \u52a0\u5f3a\u60a3\u8005\u5bf9\u8bd5\u9a8c\u76ee\u7684\u3001\u7b5b\u9009\u6807\u51c6\u53ca\u5b89\u5168\u98ce\u9669\u7684\u7406\u89e3\uff0c\u63d0\u5347\u914d\u5408\u5ea6\uff0c\u51cf\u5c11\u4fe1\u606f\u9057\u6f0f\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6536\u96c6\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "InputName_List": [], + "OutputName": "\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u63d0\u51fa\u4ece\u533b\u9662\u6570\u636e\u5e93\u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u7cfb\u7edf\u4e2d\u7b5b\u9009\u6f5c\u5728\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7684\u65b9\u6848\uff0c\u5305\u62ec\u7b5b\u9009\u6761\u4ef6\u548c\u6570\u636e\u5b57\u6bb5\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u4ece\u533b\u9662\u6570\u636e\u5e93\u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u7cfb\u7edf\u4e2d\u7b5b\u9009\u6f5c\u5728\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u60a3\u8005\uff0c\u63d0\u51fa\u4ee5\u4e0b\u65b9\u6848\uff1a\n\n\u4e00\u3001\u7b5b\u9009\u6761\u4ef6 \n1. \u8bca\u65ad\u4fe1\u606f\uff1a \n - ICD-10\u7f16\u7801\uff1aN18.x\uff08\u6162\u6027\u80be\u810f\u75c5\u76f8\u5173\u7f16\u7801\uff09 \n - \u65e2\u5f80\u8bca\u65ad\u8bb0\u5f55\u4e2d\u6709\u6162\u6027\u80be\u810f\u75c5\u76f8\u5173\u63cf\u8ff0 \n2. \u5b9e\u9a8c\u5ba4\u6307\u6807\uff1a \n - \u80be\u529f\u80fd\u6307\u6807\uff1a \n - \u8840\u6e05\u808c\u9150\uff08Serum Creatinine\uff09 \n - \u4f30\u7b97\u80be\u5c0f\u7403\u6ee4\u8fc7\u7387\uff08eGFR\uff09 < 60 ml/min/1.73m\u00b2\uff0c\u6301\u7eed3\u4e2a\u6708\u4ee5\u4e0a \n - \u5c3f\u5e38\u89c4\u6307\u6807\uff1a \n - \u5c3f\u86cb\u767d\u9633\u6027\uff08\u86cb\u767d\u5c3f\uff09 \n3. \u75c5\u53f2\u4e0e\u7528\u836f\uff1a \n - \u6709\u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u7b49CKD\u9ad8\u5371\u56e0\u7d20\u75c5\u53f2 \n - \u4f7f\u7528\u80be\u810f\u4fdd\u62a4\u76f8\u5173\u836f\u7269\uff08\u5982ACEI/ARB\uff09 \n4. \u5e74\u9f84\u9650\u5236\uff1a18\u5c81\u53ca\u4ee5\u4e0a\u6210\u4eba\u60a3\u8005 \n\n\u4e8c\u3001\u9700\u63d0\u53d6\u7684\u6570\u636e\u5b57\u6bb5 \n1. \u60a3\u8005\u57fa\u672c\u4fe1\u606f\uff1a\u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\u3001\u8054\u7cfb\u65b9\u5f0f \n2. \u8bca\u65ad\u4fe1\u606f\uff1a\u6240\u6709\u76f8\u5173\u8bca\u65ad\u7f16\u7801\u53ca\u8bca\u65ad\u65e5\u671f \n3. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff1a\u8840\u6e05\u808c\u9150\u3001eGFR\u3001\u5c3f\u86cb\u767d\u5b9a\u91cf\u53ca\u5c3f\u5e38\u89c4\u7ed3\u679c\u53ca\u65f6\u95f4\u70b9 \n4. \u65e2\u5f80\u75c5\u53f2\uff1a\u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u3001\u5fc3\u8840\u7ba1\u75be\u75c5\u7b49 \n5. \u7528\u836f\u8bb0\u5f55\uff1a\u76f8\u5173\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4 \n6. \u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf \n\n\u4e09\u3001\u7b5b\u9009\u6d41\u7a0b\u5efa\u8bae \n1. \u5229\u7528\u533b\u9662\u6570\u636e\u5e93\u4e2d\u7684\u7ed3\u6784\u5316\u6570\u636e\uff08\u8bca\u65ad\u7f16\u7801\u3001\u5b9e\u9a8c\u5ba4\u7ed3\u679c\uff09\u8fdb\u884c\u521d\u6b65\u7b5b\u9009 \n2. \u5bf9\u7b5b\u9009\u51fa\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u8fdb\u884c\u590d\u6838\uff0c\u786e\u8ba4\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u53ca\u75c5\u7a0b \n3. \u7ed3\u5408\u4e34\u5e8a\u533b\u5e08\u610f\u89c1\uff0c\u6392\u9664\u4e0d\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005 \n\n\u8be5\u65b9\u6848\u53ef\u7ed3\u5408\u533b\u9662\u4fe1\u606f\u79d1\u534f\u52a9\u5b9e\u73b0\u81ea\u52a8\u5316\u6570\u636e\u63d0\u53d6\u548c\u7b5b\u9009\uff0c\u63d0\u9ad8\u7b5b\u9009\u6548\u7387\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u63d0\u51fa\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u7279\u5f81\u7684\u7b5b\u9009\u6807\u51c6\u548c\u5173\u952e\u5065\u5eb7\u6307\u6807\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u9488\u5bf9\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u60a3\u8005\u7684\u7b5b\u9009\u6807\u51c6\u548c\u5173\u952e\u5065\u5eb7\u6307\u6807\u5efa\u8bae\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u7b5b\u9009\u6807\u51c6 \n1. \u8bca\u65ad\u6807\u51c6\uff1a \n - \u6301\u7eed\u22653\u4e2a\u6708\u7684\u80be\u810f\u7ed3\u6784\u6216\u529f\u80fd\u5f02\u5e38\uff0c\u7b26\u5408KDIGO\u6162\u6027\u80be\u810f\u75c5\u5b9a\u4e49 \n - \u5177\u4f53\u8868\u73b0\u4e3a\uff1a \n a. \u4f30\u7b97\u80be\u5c0f\u7403\u6ee4\u8fc7\u7387\uff08eGFR\uff09<60 ml/min/1.73m\u00b2\uff0c\u4e14\u6301\u7eed\u22653\u4e2a\u6708 \n b. \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\uff08\u5982\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u7387\u226530 mg/g\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\u2265150 mg\uff09 \n c. \u5f71\u50cf\u5b66\u6216\u75c5\u7406\u5b66\u8bc1\u636e\u663e\u793a\u80be\u810f\u635f\u5bb3 \n\n2. \u5e74\u9f84\u226518\u5c81\uff0c\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u60a3\u8005 \n\n3. \u6392\u9664\u7ec8\u672b\u671f\u80be\u75c5\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u6b63\u5728\u900f\u6790\uff09\u60a3\u8005\uff08\u6839\u636e\u7814\u7a76\u9700\u6c42\u53ef\u8c03\u6574\uff09\n\n\u4e8c\u3001\u5173\u952e\u5065\u5eb7\u6307\u6807 \n1. \u80be\u529f\u80fd\u6307\u6807 \n - \u8840\u6e05\u808c\u9150\uff08Serum Creatinine\uff09\u53ca\u5176\u53d8\u5316\u8d8b\u52bf \n - eGFR\u8ba1\u7b97\u503c\uff08\u63a8\u8350CKD-EPI\u516c\u5f0f\uff09 \n2. \u5c3f\u6db2\u6307\u6807 \n - \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\u5b9a\u91cf \n - \u5c3f\u5e38\u89c4\uff08\u86cb\u767d\u5c3f\u3001\u8840\u5c3f\u7b49\uff09 \n3. \u76f8\u5173\u5371\u9669\u56e0\u7d20 \n - \u9ad8\u8840\u538b\u75c5\u53f2\u53ca\u8840\u538b\u63a7\u5236\u60c5\u51b5 \n - \u7cd6\u5c3f\u75c5\u75c5\u53f2\u53ca\u8840\u7cd6\u63a7\u5236\u6307\u6807\uff08\u5982HbA1c\uff09 \n4. \u65e2\u5f80\u7528\u836f\u60c5\u51b5 \n - ACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u4f7f\u7528\u60c5\u51b5 \n5. \u5176\u4ed6\u8f85\u52a9\u6307\u6807 \n - \u7535\u89e3\u8d28\u6c34\u5e73\uff08\u94be\u3001\u94a0\u7b49\uff09 \n - \u8d2b\u8840\u6307\u6807\uff08\u8840\u7ea2\u86cb\u767d\uff09 \n\n\u4e09\u3001\u7b5b\u9009\u6d41\u7a0b\u5efa\u8bae \n1. \u5229\u7528\u533b\u9662\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u7cfb\u7edf\uff0c\u57fa\u4e8eICD-10\u7f16\u7801\uff08N18.x\uff09\u53ca\u5b9e\u9a8c\u5ba4\u6307\u6807\uff08eGFR<60\u4e14\u6301\u7eed\u22653\u4e2a\u6708\uff0c\u5c3f\u86cb\u767d\u9633\u6027\uff09\u8fdb\u884c\u521d\u6b65\u7b5b\u9009 \n2. \u7ed3\u5408\u60a3\u8005\u75c5\u53f2\u53ca\u7528\u836f\u8bb0\u5f55\uff0c\u6392\u9664\u4e0d\u7b26\u5408\u6807\u51c6\u8005 \n3. \u7531\u80be\u810f\u75c5\u4e13\u79d1\u533b\u5e08\u8fdb\u884c\u590d\u6838\u786e\u8ba4\uff0c\u786e\u4fdd\u8bca\u65ad\u51c6\u786e\u6027\u53ca\u7b26\u5408\u7eb3\u5165\u6807\u51c6 \n\n\u4ee5\u4e0a\u7b5b\u9009\u6807\u51c6\u548c\u5173\u952e\u6307\u6807\uff0c\u6709\u52a9\u4e8e\u5feb\u901f\u3001\u51c6\u786e\u5730\u8bc6\u522b\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\uff0c\u652f\u6301\u540e\u7eed\u4e34\u5e8a\u7814\u7a76\u7684\u6709\u6548\u5f00\u5c55\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u6807\u51c6\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6570\u636e\u6536\u96c6\u548c\u60a3\u8005\u4fe1\u606f\u63d0\u53d6\u6d41\u7a0b\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u6807\u51c6\uff0c\u7ed3\u5408\u5df2\u6709\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6570\u636e\u6536\u96c6\u548c\u60a3\u8005\u4fe1\u606f\u63d0\u53d6\u6d41\u7a0b\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u6570\u636e\u6536\u96c6\u76ee\u6807 \n\u5feb\u901f\u3001\u51c6\u786e\u5730\u4ece\u533b\u9662\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u7cfb\u7edf\u548c\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u7b5b\u9009\u6807\u51c6\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u4fe1\u606f\uff0c\u652f\u6301\u540e\u7eed\u4e34\u5e8a\u7814\u7a76\u62db\u52df\u3002\n\n\u4e8c\u3001\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u8bbe\u8ba1\n\n1. \u521d\u6b65\u7b5b\u9009\uff08\u81ea\u52a8\u5316\u63d0\u53d6\uff09 \n a. \u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff1a \n - \u8bca\u65ad\u7f16\u7801\u7b5b\u9009\uff1a\u63d0\u53d6\u6240\u6709\u8bca\u65ad\u4e2d\u5305\u542bICD-10\u7f16\u7801N18.x\u7684\u60a3\u8005\u8bb0\u5f55 \n - \u5b9e\u9a8c\u5ba4\u6307\u6807\u7b5b\u9009\uff1a \n \u2022 eGFR\u503c<60 ml/min/1.73m\u00b2\uff0c\u4e14\u8fde\u7eed\u22653\u4e2a\u6708\u6709\u76f8\u5173\u8bb0\u5f55\uff08\u81f3\u5c113\u6b21\u4e0d\u540c\u65f6\u95f4\u70b9\uff09 \n \u2022 \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u226530 mg/g\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\u2265150 mg\uff09\u6216\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027 \n - \u5e74\u9f84\u7b5b\u9009\uff1a\u5e74\u9f84\u226518\u5c81 \n - \u6392\u9664\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u900f\u6790\u8bb0\u5f55\uff09 \n b. \u6570\u636e\u5b57\u6bb5\u63d0\u53d6\uff1a \n - \u60a3\u8005\u57fa\u672c\u4fe1\u606f\uff1a\u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\u3001\u8054\u7cfb\u65b9\u5f0f \n - \u8bca\u65ad\u4fe1\u606f\uff1a\u6240\u6709\u76f8\u5173\u8bca\u65ad\u7f16\u7801\u53ca\u8bca\u65ad\u65e5\u671f \n - \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff1a\u8840\u6e05\u808c\u9150\u3001eGFR\u3001\u5c3f\u86cb\u767d\u5b9a\u91cf\u53ca\u5c3f\u5e38\u89c4\u7ed3\u679c\u53ca\u65f6\u95f4\u70b9 \n - \u65e2\u5f80\u75c5\u53f2\uff1a\u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u53ca\u5176\u4ed6\u76f8\u5173\u75c5\u53f2 \n - \u7528\u836f\u8bb0\u5f55\uff1aACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4 \n - \u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf \n\n2. \u6570\u636e\u590d\u6838\u4e0e\u786e\u8ba4\uff08\u4eba\u5de5\u7ed3\u5408\u81ea\u52a8\uff09 \n a. \u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5bf9\u81ea\u52a8\u7b5b\u9009\u51fa\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u8fdb\u884c\u590d\u6838\uff0c\u786e\u8ba4\u80be\u810f\u75c5\u8bca\u65ad\u7b26\u5408KDIGO\u6807\u51c6\uff08\u6301\u7eed\u22653\u4e2a\u6708\u7684\u80be\u529f\u80fd\u5f02\u5e38\u6216\u7ed3\u6784\u635f\u5bb3\uff09 \n b. \u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u5ba1\u9605\uff0c\u6392\u9664\u4e0d\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005\uff08\u5982\u6025\u6027\u80be\u635f\u4f24\u3001\u7ec8\u672b\u671f\u80be\u75c5\u7b49\uff09 \n c. \u786e\u8ba4\u60a3\u8005\u65e0\u6392\u9664\u6761\u4ef6\uff08\u5982\u4e25\u91cd\u5408\u5e76\u75c7\u3001\u65e0\u6cd5\u914d\u5408\u7814\u7a76\u7b49\uff09 \n\n3. \u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863 \n a. \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u7684\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c \n b. \u5bf9\u60a3\u8005\u4fe1\u606f\u8fdb\u884c\u8131\u654f\u5904\u7406\uff0c\u4fdd\u62a4\u9690\u79c1 \n c. \u6309\u7167\u4f26\u7406\u8981\u6c42\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u8fdb\u884c\u6570\u636e\u5b58\u50a8\u548c\u7ba1\u7406 \n\n4. \u534f\u4f5c\u5efa\u8bae \n a. \u4e0e\u533b\u9662\u4fe1\u606f\u79d1\u6c9f\u901a\uff0c\u5f00\u53d1\u81ea\u52a8\u5316\u7b5b\u9009\u7a0b\u5e8f\uff0c\u5b9e\u73b0\u4e0a\u8ff0\u7b5b\u9009\u6761\u4ef6\u7684\u6279\u91cf\u6570\u636e\u63d0\u53d6 \n b. \u5b9a\u671f\u66f4\u65b0\u7b5b\u9009\u7ed3\u679c\uff0c\u52a8\u6001\u8ddf\u8e2a\u60a3\u8005\u72b6\u6001\u53d8\u5316 \n c. \u7ed3\u5408\u4e34\u5e8a\u533b\u5e08\u5b9a\u671f\u56de\u987e\uff0c\u786e\u4fdd\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027 \n\n\u4e09\u3001\u603b\u7ed3 \n\u8be5\u6d41\u7a0b\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u81ea\u52a8\u7b5b\u9009\u521d\u6b65\u60a3\u8005\uff0c\u518d\u901a\u8fc7\u4eba\u5de5\u590d\u6838\u786e\u4fdd\u8bca\u65ad\u51c6\u786e\u6027\u548c\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u80fd\u6709\u6548\u63d0\u9ad8\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6548\u7387\u548c\u51c6\u786e\u5ea6\uff0c\u652f\u6301\u4e34\u5e8a\u7814\u7a76\u987a\u5229\u5f00\u5c55\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8bbe\u8ba1\u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u7684\u5408\u7406\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8bbe\u8ba1\u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u6574\u4f53\u5408\u7406\uff0c\u7b26\u5408KDIGO\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u6807\u51c6\uff0c\u81ea\u52a8\u5316\u4e0e\u4eba\u5de5\u590d\u6838\u7ed3\u5408\uff0c\u6709\u52a9\u4e8e\u63d0\u9ad8\u7b5b\u9009\u6548\u7387\u548c\u51c6\u786e\u6027\u3002\u5efa\u8bae\uff1a\n\n1. \u5728\u81ea\u52a8\u7b5b\u9009\u9636\u6bb5\uff0c\u589e\u52a0\u5bf9eGFR\u8ba1\u7b97\u516c\u5f0f\uff08\u5982CKD-EPI\uff09\u7684\u660e\u786e\u8981\u6c42\uff0c\u786e\u4fdd\u80be\u529f\u80fd\u8bc4\u4f30\u7edf\u4e00\u548c\u7cbe\u51c6\u3002\n\n2. \u5728\u590d\u6838\u73af\u8282\uff0c\u5efa\u8bae\u52a0\u5165\u5bf9\u60a3\u8005\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u60c5\u51b5\u7684\u8bc4\u4f30\uff0c\u8fdb\u4e00\u6b65\u7b5b\u9664\u56e0\u63a7\u5236\u4e0d\u4f73\u5bfc\u81f4\u80be\u529f\u80fd\u6ce2\u52a8\u7684\u975e\u7a33\u5b9aCKD\u60a3\u8005\uff0c\u63d0\u9ad8\u53d7\u8bd5\u8005\u7684\u7a33\u5b9a\u6027\u548c\u7814\u7a76\u6570\u636e\u7684\u53ef\u9760\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u548c\u7b5b\u9009\u6807\u51c6\uff0c\u786e\u4fdd\u60a3\u8005\u6570\u636e\u5b8c\u6574\u4e14\u7b26\u5408\u7814\u7a76\u9700\u6c42\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u548c\u7b5b\u9009\u6807\u51c6\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86eGFR\u8ba1\u7b97\u65b9\u6cd5\u7684\u7edf\u4e00\u6027\u53ca\u590d\u6838\u73af\u8282\u5bf9\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u60c5\u51b5\u7684\u8bc4\u4f30\uff0c\u4ee5\u63d0\u5347\u60a3\u8005\u7b5b\u9009\u7684\u7cbe\u51c6\u5ea6\u548c\u7814\u7a76\u6570\u636e\u7684\u7a33\u5b9a\u6027\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u6570\u636e\u6536\u96c6\u548c\u60a3\u8005\u4fe1\u606f\u63d0\u53d6\u6d41\u7a0b\u8bbe\u8ba1\n```\n\u4e00\u3001\u6570\u636e\u6536\u96c6\u76ee\u6807 \n\u5feb\u901f\u3001\u51c6\u786e\u5730\u4ece\u533b\u9662\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u7cfb\u7edf\u548c\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u7b5b\u9009\u6807\u51c6\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u4fe1\u606f\uff0c\u652f\u6301\u540e\u7eed\u4e34\u5e8a\u7814\u7a76\u62db\u52df\u3002\n\n\u4e8c\u3001\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u8bbe\u8ba1\n\n1. \u521d\u6b65\u7b5b\u9009\uff08\u81ea\u52a8\u5316\u63d0\u53d6\uff09 \n a. \u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u8fdb\u884c\u7b5b\u9009\uff1a \n - \u8bca\u65ad\u7f16\u7801\u7b5b\u9009\uff1a\u63d0\u53d6\u6240\u6709\u8bca\u65ad\u4e2d\u5305\u542bICD-10\u7f16\u7801N18.x\u7684\u60a3\u8005\u8bb0\u5f55 \n - \u5b9e\u9a8c\u5ba4\u6307\u6807\u7b5b\u9009\uff1a \n \u2022 eGFR\u503c<60 ml/min/1.73m\u00b2\uff0c\u4e14\u8fde\u7eed\u22653\u4e2a\u6708\u6709\u76f8\u5173\u8bb0\u5f55\uff08\u81f3\u5c113\u6b21\u4e0d\u540c\u65f6\u95f4\u70b9\uff09\uff0ceGFR\u8ba1\u7b97\u7edf\u4e00\u91c7\u7528CKD-EPI\u516c\u5f0f\uff0c\u786e\u4fdd\u8bc4\u4f30\u6807\u51c6\u4e00\u81f4\u4e14\u7cbe\u51c6 \n \u2022 \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u226530 mg/g\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\u2265150 mg\uff09\u6216\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027 \n - \u5e74\u9f84\u7b5b\u9009\uff1a\u5e74\u9f84\u226518\u5c81 \n - \u6392\u9664\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u900f\u6790\u8bb0\u5f55\uff09 \n\n b. \u6570\u636e\u5b57\u6bb5\u63d0\u53d6\uff1a \n - \u60a3\u8005\u57fa\u672c\u4fe1\u606f\uff1a\u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\u3001\u8054\u7cfb\u65b9\u5f0f \n - \u8bca\u65ad\u4fe1\u606f\uff1a\u6240\u6709\u76f8\u5173\u8bca\u65ad\u7f16\u7801\u53ca\u8bca\u65ad\u65e5\u671f \n - \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff1a\u8840\u6e05\u808c\u9150\u3001eGFR\uff08CKD-EPI\u8ba1\u7b97\uff09\u3001\u5c3f\u86cb\u767d\u5b9a\u91cf\u53ca\u5c3f\u5e38\u89c4\u7ed3\u679c\u53ca\u65f6\u95f4\u70b9 \n - \u65e2\u5f80\u75c5\u53f2\uff1a\u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u53ca\u5176\u4ed6\u76f8\u5173\u75c5\u53f2 \n - \u7528\u836f\u8bb0\u5f55\uff1aACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4 \n - \u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf \n\n2. \u6570\u636e\u590d\u6838\u4e0e\u786e\u8ba4\uff08\u4eba\u5de5\u7ed3\u5408\u81ea\u52a8\uff09 \n a. \u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5bf9\u81ea\u52a8\u7b5b\u9009\u51fa\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u8fdb\u884c\u590d\u6838\uff0c\u786e\u8ba4\u80be\u810f\u75c5\u8bca\u65ad\u7b26\u5408KDIGO\u6807\u51c6\uff08\u6301\u7eed\u22653\u4e2a\u6708\u7684\u80be\u529f\u80fd\u5f02\u5e38\u6216\u7ed3\u6784\u635f\u5bb3\uff09 \n b. \u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u5ba1\u9605\uff0c\u6392\u9664\u4e0d\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005\uff08\u5982\u6025\u6027\u80be\u635f\u4f24\u3001\u7ec8\u672b\u671f\u80be\u75c5\u7b49\uff09 \n c. \u8bc4\u4f30\u60a3\u8005\u7684\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u60c5\u51b5\uff0c\u7b5b\u9664\u56e0\u8840\u538b\u6216\u8840\u7cd6\u63a7\u5236\u4e0d\u4f73\u5bfc\u81f4\u80be\u529f\u80fd\u6ce2\u52a8\u7684\u975e\u7a33\u5b9aCKD\u60a3\u8005\uff0c\u786e\u4fdd\u53d7\u8bd5\u8005\u7684\u75c5\u60c5\u7a33\u5b9a\u6027\u548c\u7814\u7a76\u6570\u636e\u7684\u53ef\u9760\u6027 \n d. \u786e\u8ba4\u60a3\u8005\u65e0\u5176\u4ed6\u6392\u9664\u6761\u4ef6\uff08\u5982\u4e25\u91cd\u5408\u5e76\u75c7\u3001\u65e0\u6cd5\u914d\u5408\u7814\u7a76\u7b49\uff09 \n\n3. \u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863 \n a. \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u7684\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c \n b. \u5bf9\u60a3\u8005\u4fe1\u606f\u8fdb\u884c\u8131\u654f\u5904\u7406\uff0c\u4fdd\u62a4\u9690\u79c1 \n c. \u6309\u7167\u4f26\u7406\u8981\u6c42\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u8fdb\u884c\u6570\u636e\u5b58\u50a8\u548c\u7ba1\u7406 \n\n4. \u534f\u4f5c\u5efa\u8bae \n a. \u4e0e\u533b\u9662\u4fe1\u606f\u79d1\u6c9f\u901a\uff0c\u5f00\u53d1\u81ea\u52a8\u5316\u7b5b\u9009\u7a0b\u5e8f\uff0c\u5b9e\u73b0\u4e0a\u8ff0\u7b5b\u9009\u6761\u4ef6\u7684\u6279\u91cf\u6570\u636e\u63d0\u53d6\uff0c\u5c24\u5176\u786e\u4fddeGFR\u8ba1\u7b97\u91c7\u7528CKD-EPI\u516c\u5f0f \n b. \u5b9a\u671f\u66f4\u65b0\u7b5b\u9009\u7ed3\u679c\uff0c\u52a8\u6001\u8ddf\u8e2a\u60a3\u8005\u72b6\u6001\u53d8\u5316\uff0c\u7279\u522b\u5173\u6ce8\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u72b6\u51b5 \n c. \u7ed3\u5408\u4e34\u5e8a\u533b\u5e08\u5b9a\u671f\u56de\u987e\uff0c\u786e\u4fdd\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027 \n\n\u4e09\u3001\u603b\u7ed3 \n\u8be5\u4f18\u5316\u6d41\u7a0b\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\uff0c\u5f3a\u5316\u4e86eGFR\u8bc4\u4f30\u7684\u7edf\u4e00\u6027\u53ca\u590d\u6838\u73af\u8282\u5bf9\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u7684\u8bc4\u4f30\uff0c\u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u81ea\u52a8\u7b5b\u9009\u521d\u6b65\u60a3\u8005\uff0c\u518d\u901a\u8fc7\u4eba\u5de5\u590d\u6838\u786e\u4fdd\u8bca\u65ad\u51c6\u786e\u6027\u548c\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u80fd\u66f4\u6709\u6548\u63d0\u9ad8\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7b5b\u9009\u6548\u7387\u548c\u51c6\u786e\u5ea6\uff0c\u652f\u6301\u4e34\u5e8a\u7814\u7a76\u987a\u5229\u5f00\u5c55\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u7b5b\u9009\u65b9\u6848\u548c\u6570\u636e\u6536\u96c6\u6d41\u7a0b\uff0c\u5f62\u6210\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6536\u96c6\u7684\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u591a\u8f6e\u8ba8\u8bba\u548c\u4f18\u5316\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\u53ca\u5b9e\u9645\u64cd\u4f5c\u9700\u6c42\uff0c\u73b0\u786e\u8ba4\u6700\u7ec8\u7684\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u65b9\u6848\u548c\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6536\u96c6\u6d41\u7a0b\uff0c\u5f62\u6210\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\uff08SOP\uff09\uff0c\u4ee5\u6307\u5bfc\u540e\u7eed\u4e34\u5e8a\u7814\u7a76\u4e2d\u7684\u6570\u636e\u63d0\u53d6\u4e0e\u60a3\u8005\u7b5b\u9009\u5de5\u4f5c\u3002\n\n\u8be5SOP\u786e\u4fdd\u7b5b\u9009\u6807\u51c6\u79d1\u5b66\u4e25\u8c28\uff0c\u6570\u636e\u91c7\u96c6\u5168\u9762\u4e14\u7cbe\u51c6\uff0c\u517c\u987e\u81ea\u52a8\u5316\u4e0e\u4eba\u5de5\u590d\u6838\uff0c\u63d0\u5347\u7b5b\u9009\u6548\u7387\u548c\u6570\u636e\u8d28\u91cf\uff0c\u4fdd\u969c\u7814\u7a76\u7684\u987a\u5229\u5f00\u5c55\u3002\n\n```\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\n\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6536\u96c6\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\uff08SOP\uff09\n\n\u4e00\u3001\u76ee\u6807\n\u5feb\u901f\u3001\u51c6\u786e\u4ece\u533b\u9662\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff08EHR\uff09\u7cfb\u7edf\u548c\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u7b26\u5408CKD\u7b5b\u9009\u6807\u51c6\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u4fe1\u606f\uff0c\u652f\u6301\u4e34\u5e8a\u7814\u7a76\u62db\u52df\u3002\n\n\u4e8c\u3001\u7b5b\u9009\u6807\u51c6\n1. \u8bca\u65ad\u6807\u51c6\uff1a\n - \u6301\u7eed\u22653\u4e2a\u6708\u80be\u810f\u7ed3\u6784\u6216\u529f\u80fd\u5f02\u5e38\uff0c\u7b26\u5408KDIGO CKD\u5b9a\u4e49\uff1b\n - eGFR\uff08\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff09<60 ml/min/1.73m\u00b2\uff0c\u4e14\u8fde\u7eed\u22653\u4e2a\u6708\uff08\u81f3\u5c113\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\uff09\uff1b\n - \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u226530 mg/g\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\u2265150 mg\uff09\u6216\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\uff1b\n - \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u53ca\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u900f\u6790\u8bb0\u5f55\uff09\uff1b\n2. \u5e74\u9f84\u226518\u5c81\uff1b\n3. \u7a33\u5b9a\u7684\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u72b6\u6001\uff0c\u6392\u9664\u56e0\u63a7\u5236\u4e0d\u4f73\u5bfc\u81f4\u80be\u529f\u80fd\u6ce2\u52a8\u7684\u975e\u7a33\u5b9aCKD\u60a3\u8005\uff1b\n4. \u65e0\u4e25\u91cd\u5408\u5e76\u75c7\u6216\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u3002\n\n\u4e09\u3001\u6570\u636e\u5b57\u6bb5\n1. \u60a3\u8005\u57fa\u672c\u4fe1\u606f\uff1a\n - \u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\u3001\u8054\u7cfb\u65b9\u5f0f\n2. \u8bca\u65ad\u4fe1\u606f\uff1a\n - \u6240\u6709\u76f8\u5173\u8bca\u65ad\u7f16\u7801\uff08ICD-10 N18.x\uff09\u53ca\u8bca\u65ad\u65e5\u671f\n3. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff1a\n - \u8840\u6e05\u808c\u9150\u3001eGFR\uff08CKD-EPI\u8ba1\u7b97\uff09\u3001\u5c3f\u86cb\u767d\u5b9a\u91cf\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\uff09\u3001\u5c3f\u5e38\u89c4\u7ed3\u679c\u53ca\u5bf9\u5e94\u65f6\u95f4\u70b9\n4. \u65e2\u5f80\u75c5\u53f2\uff1a\n - \u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u3001\u5fc3\u8840\u7ba1\u75be\u75c5\u7b49\u76f8\u5173\u75c5\u53f2\n5. \u7528\u836f\u8bb0\u5f55\uff1a\n - ACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\n6. \u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf\n7. \u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u76f8\u5173\u6307\u6807\uff08\u5982\u8840\u538b\u6d4b\u91cf\u8bb0\u5f55\u3001HbA1c\u7b49\uff09\n\n\u56db\u3001\u6570\u636e\u6536\u96c6\u6d41\u7a0b\n1. \u521d\u6b65\u81ea\u52a8\u7b5b\u9009\n - \u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u7b5b\u9009\u8bca\u65ad\u7f16\u7801\u542bN18.x\u7684\u60a3\u8005\uff1b\n - \u7b5b\u9009eGFR<60 ml/min/1.73m\u00b2\u4e14\u8fde\u7eed\u22653\u4e2a\u6708\uff08\u81f3\u5c113\u6b21\u6d4b\u91cf\uff09\uff0ceGFR\u7edf\u4e00\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff1b\n - \u7b5b\u9009\u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\u6216\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\uff1b\n - \u5e74\u9f84\u226518\u5c81\uff0c\u6392\u9664eGFR<15 ml/min/1.73m\u00b2\u6216\u6709\u900f\u6790\u8bb0\u5f55\u8005\uff1b\n - \u63d0\u53d6\u4e0a\u8ff0\u6570\u636e\u5b57\u6bb5\u3002\n2. \u4eba\u5de5\u590d\u6838\u786e\u8ba4\n - \u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5ba1\u6838\u81ea\u52a8\u7b5b\u9009\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff0c\u786e\u8ba4\u7b26\u5408KDIGO CKD\u8bca\u65ad\u6807\u51c6\uff1b\n - \u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u5ba1\u9605\uff0c\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u3001\u7ec8\u672b\u671f\u80be\u75c5\u53ca\u5176\u4ed6\u4e0d\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005\uff1b\n - \u8bc4\u4f30\u60a3\u8005\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u60c5\u51b5\uff0c\u6392\u9664\u75c5\u60c5\u4e0d\u7a33\u5b9a\u8005\uff1b\n - \u786e\u8ba4\u65e0\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u3002\n3. \u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863\n - \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c\uff1b\n - \u8fdb\u884c\u60a3\u8005\u4fe1\u606f\u8131\u654f\uff0c\u4fdd\u62a4\u9690\u79c1\uff1b\n - \u6309\u7167\u4f26\u7406\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u5b58\u50a8\u6570\u636e\u3002\n4. \u6301\u7eed\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0\n - \u4e0e\u533b\u9662\u4fe1\u606f\u79d1\u5408\u4f5c\u5f00\u53d1\u81ea\u52a8\u7b5b\u9009\u7a0b\u5e8f\uff0c\u786e\u4fddeGFR\u8ba1\u7b97\u91c7\u7528CKD-EPI\u516c\u5f0f\uff1b\n - \u5b9a\u671f\u66f4\u65b0\u7b5b\u9009\u7ed3\u679c\uff0c\u52a8\u6001\u8ddf\u8e2a\u60a3\u8005\u72b6\u6001\u53ca\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\uff1b\n - \u5b9a\u671f\u7ec4\u7ec7\u4e34\u5e8a\u533b\u5e08\u56de\u987e\uff0c\u4f18\u5316\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\u3002\n\n\u4e94\u3001\u603b\u7ed3\n\u8be5\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u7ed3\u5408\u4e34\u5e8a\u8bca\u65ad\u6807\u51c6\u53ca\u5b9e\u9645\u64cd\u4f5c\u9700\u6c42\uff0c\u5f3a\u5316\u4e86eGFR\u8bc4\u4f30\u7edf\u4e00\u6027\u53ca\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u8bc4\u4f30\uff0c\u91c7\u7528\u81ea\u52a8\u5316\u521d\u7b5b\u4e0e\u4eba\u5de5\u590d\u6838\u76f8\u7ed3\u5408\u7684\u65b9\u5f0f\uff0c\u9ad8\u6548\u51c6\u786e\u7b5b\u9009\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\uff0c\u4fdd\u969c\u4e34\u5e8a\u7814\u7a76\u8d28\u91cf\u548c\u6548\u7387\u3002\n\n\u8bf7\u4e34\u5e8a\u7814\u7a76\u56e2\u961f\u548c\u533b\u9662\u4fe1\u606f\u79d1\u636e\u6b64SOP\u5f00\u5c55\u6570\u636e\u63d0\u53d6\u548c\u60a3\u8005\u7b5b\u9009\u5de5\u4f5c\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": 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\u6240\u6709\u76f8\u5173\u8bca\u65ad\u7f16\u7801\uff08ICD-10 N18.x\uff09\u53ca\u8bca\u65ad\u65e5\u671f\n3. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff1a\n - \u8840\u6e05\u808c\u9150\u3001eGFR\uff08CKD-EPI\u8ba1\u7b97\uff09\u3001\u5c3f\u86cb\u767d\u5b9a\u91cf\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\uff09\u3001\u5c3f\u5e38\u89c4\u7ed3\u679c\u53ca\u5bf9\u5e94\u65f6\u95f4\u70b9\n4. \u65e2\u5f80\u75c5\u53f2\uff1a\n - \u9ad8\u8840\u538b\u3001\u7cd6\u5c3f\u75c5\u3001\u5fc3\u8840\u7ba1\u75be\u75c5\u7b49\u76f8\u5173\u75c5\u53f2\n5. \u7528\u836f\u8bb0\u5f55\uff1a\n - ACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\n6. \u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf\n7. \u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u76f8\u5173\u6307\u6807\uff08\u5982\u8840\u538b\u6d4b\u91cf\u8bb0\u5f55\u3001HbA1c\u7b49\uff09\n\n\u56db\u3001\u6570\u636e\u6536\u96c6\u6d41\u7a0b\n1. \u521d\u6b65\u81ea\u52a8\u7b5b\u9009\n - \u5229\u7528\u7ed3\u6784\u5316\u6570\u636e\u7b5b\u9009\u8bca\u65ad\u7f16\u7801\u542bN18.x\u7684\u60a3\u8005\uff1b\n - \u7b5b\u9009eGFR<60 ml/min/1.73m\u00b2\u4e14\u8fde\u7eed\u22653\u4e2a\u6708\uff08\u81f3\u5c113\u6b21\u6d4b\u91cf\uff09\uff0ceGFR\u7edf\u4e00\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff1b\n - \u7b5b\u9009\u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\u6216\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\uff1b\n - \u5e74\u9f84\u226518\u5c81\uff0c\u6392\u9664eGFR<15 ml/min/1.73m\u00b2\u6216\u6709\u900f\u6790\u8bb0\u5f55\u8005\uff1b\n - \u63d0\u53d6\u4e0a\u8ff0\u6570\u636e\u5b57\u6bb5\u3002\n2. \u4eba\u5de5\u590d\u6838\u786e\u8ba4\n - \u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5ba1\u6838\u81ea\u52a8\u7b5b\u9009\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff0c\u786e\u8ba4\u7b26\u5408KDIGO CKD\u8bca\u65ad\u6807\u51c6\uff1b\n - \u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u5ba1\u9605\uff0c\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u3001\u7ec8\u672b\u671f\u80be\u75c5\u53ca\u5176\u4ed6\u4e0d\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005\uff1b\n - \u8bc4\u4f30\u60a3\u8005\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u60c5\u51b5\uff0c\u6392\u9664\u75c5\u60c5\u4e0d\u7a33\u5b9a\u8005\uff1b\n - \u786e\u8ba4\u65e0\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u3002\n3. \u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863\n - \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c\uff1b\n - \u8fdb\u884c\u60a3\u8005\u4fe1\u606f\u8131\u654f\uff0c\u4fdd\u62a4\u9690\u79c1\uff1b\n - \u6309\u7167\u4f26\u7406\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u5b58\u50a8\u6570\u636e\u3002\n4. \u6301\u7eed\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0\n - 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\n5. \u7528\u836f\u8bb0\u5f55\u4e2d\u836f\u7269\u540d\u79f0\u91c7\u7528\u901a\u7528\u540d\uff0c\u5242\u91cf\u5355\u4f4d\u7edf\u4e00\uff08\u5982mg\uff09\uff0c\u7528\u836f\u65f6\u95f4\u683c\u5f0f\u89c4\u8303\u3002 \n\n\u4e8c\u3001\u7f3a\u5931\u503c\u5904\u7406 \n1. \u5173\u952e\u5b57\u6bb5\uff08\u5982eGFR\u3001\u8bca\u65ad\u65e5\u671f\u3001\u5e74\u9f84\u3001\u6027\u522b\uff09\u7f3a\u5931\u65f6\uff0c\u4f18\u5148\u901a\u8fc7\u8865\u5f55\u6216\u8054\u7cfb\u76f8\u5173\u79d1\u5ba4\u8865\u5168\uff0c\u786e\u4fdd\u7b5b\u9009\u57fa\u7840\u6570\u636e\u5b8c\u6574\u3002 \n2. \u5bf9\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\u70b9\u7f3a\u5931\uff0c\u82e5\u6d4b\u91cf\u65f6\u95f4\u65e0\u6cd5\u786e\u5b9a\uff0c\u5254\u9664\u8be5\u6761\u8bb0\u5f55\uff1b\u82e5\u6570\u503c\u7f3a\u5931\u8f83\u591a\uff0c\u8003\u8651\u7528\u60a3\u8005\u5176\u4ed6\u65f6\u95f4\u70b9\u6570\u636e\u8fdb\u884c\u63d2\u8865\uff0c\u4f46\u4e0d\u5f71\u54cd\u8fde\u7eed\u22653\u4e2a\u6708\u5224\u65ad\u3002 \n3. \u5bf9\u975e\u5173\u952e\u5b57\u6bb5\u7f3a\u5931\uff0c\u8bb0\u5f55\u7f3a\u5931\u60c5\u51b5\uff0c\u540e\u7eed\u5206\u6790\u65f6\u4e88\u4ee5\u6807\u8bb0\uff0c\u907f\u514d\u8bef\u7528\u3002 \n4. \u91c7\u7528\u5408\u7406\u7684\u7f3a\u5931\u503c\u63d2\u8865\u65b9\u6cd5\uff08\u5982\u5747\u503c\u63d2\u8865\u3001\u90bb\u8fd1\u65f6\u95f4\u70b9\u63d2\u503c\uff09\u65f6\uff0c\u660e\u786e\u8bb0\u5f55\u63d2\u8865\u65b9\u5f0f\u53ca\u5f71\u54cd\u8303\u56f4\u3002 \n\n\u4e09\u3001\u5f02\u5e38\u503c\u68c0\u6d4b \n1. \u5229\u7528\u751f\u7406\u548c\u4e34\u5e8a\u5408\u7406\u8303\u56f4\u8bbe\u5b9a\u9608\u503c\uff0c\u5982eGFR\u6b63\u5e38\u8303\u56f4\u4e00\u822c\u4e3a90-120 ml/min/1.73m\u00b2\uff0c\u5f02\u5e38\u503c\u5982\u8d1f\u503c\u3001\u6781\u7aef\u9ad8\u503c\u9700\u6392\u67e5\u3002 \n2. \u68c0\u67e5\u5c3f\u86cb\u767d\u5b9a\u91cf\u7684\u5f02\u5e38\u503c\uff0c\u6392\u9664\u660e\u663e\u5f55\u5165\u9519\u8bef\uff08\u5982\u5355\u4f4d\u9519\u8bef\u5bfc\u81f4\u7684\u5f02\u5e38\u5927\u6570\u503c\uff09\u3002 \n3. \u5bf9\u8840\u538b\u3001\u8840\u7cd6\u7b49\u6307\u6807\uff0c\u7ed3\u5408\u60a3\u8005\u65e2\u5f80\u75c5\u53f2\u53ca\u7528\u836f\u60c5\u51b5\uff0c\u7504\u522b\u6781\u7aef\u6ce2\u52a8\uff0c\u6392\u9664\u56e0\u6d4b\u91cf\u8bef\u5dee\u6216\u6570\u636e\u5f55\u5165\u9519\u8bef\u5bfc\u81f4\u7684\u5f02\u5e38\u3002 \n4. \u5bf9\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u68c0\u6d4b\u65f6\u95f4\u70b9\u987a\u5e8f\u5f02\u5e38\uff08\u5982\u65f6\u95f4\u5012\u9000\uff09\u3001\u91cd\u590d\u8bb0\u5f55\u7b49\u3002 \n5. \u5f02\u5e38\u503c\u7ecf\u6838\u67e5\u65e0\u6cd5\u786e\u8ba4\u5408\u7406\u6027\u65f6\uff0c\u6807\u8bb0\u4e3a\u5f02\u5e38\uff0c\u4eba\u5de5\u590d\u6838\u51b3\u5b9a\u662f\u5426\u5254\u9664\u3002 \n\n\u56db\u3001\u6570\u636e\u8d28\u91cf\u6821\u9a8c \n1. \u5efa\u7acb\u6570\u636e\u6821\u9a8c\u89c4\u5219\uff0c\u81ea\u52a8\u68c0\u6d4b\u683c\u5f0f\u3001\u7f3a\u5931\u3001\u5f02\u5e38\uff0c\u5e76\u751f\u6210\u9884\u5904\u7406\u62a5\u544a\u3002 \n2. \u5b9a\u671f\u4e0e\u4e34\u5e8a\u4e13\u5bb6\u53ca\u4fe1\u606f\u79d1\u6c9f\u901a\uff0c\u786e\u8ba4\u9884\u5904\u7406\u6807\u51c6\u548c\u5b9e\u9645\u4e34\u5e8a\u60c5\u51b5\u4e00\u81f4\u3002 \n3. \u9884\u5904\u7406\u540e\u6570\u636e\u6837\u672c\u8fdb\u884c\u62bd\u67e5\uff0c\u786e\u4fdd\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002 \n\n\u901a\u8fc7\u4e0a\u8ff0\u9884\u5904\u7406\u65b9\u6848\uff0c\u786e\u4fdd\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u683c\u5f0f\u7edf\u4e00\u3001\u5b8c\u6574\u4e14\u51c6\u786e\uff0c\u4e3a\u540e\u7eed\u81ea\u52a8\u7b5b\u9009\u4e0e\u4eba\u5de5\u590d\u6838\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u6807\u51c6\u548c\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6570\u636e\u6e05\u6d17\u7684\u5173\u952e\u6307\u6807\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u4ee5\u8f85\u52a9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u8bca\u65ad\u6807\u51c6\u53ca\u4e34\u5e8a\u7ba1\u7406\u7ecf\u9a8c\uff0c\u7ed3\u5408SOP\u8981\u6c42\uff0c\u9488\u5bf9\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u6e05\u6d17\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5173\u952e\u6307\u6807\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u4f9b\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u53c2\u8003\u5b9e\u65bd\uff1a\n\n\u4e00\u3001\u5173\u952e\u6307\u6807\u5b9a\u4e49\u53ca\u6e05\u6d17\u91cd\u70b9 \n1. eGFR\uff08\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff09 \n - \u5173\u952e\u7b5b\u9009\u6307\u6807\uff0c\u9700\u786e\u4fdd\u8fde\u7eed\u22653\u4e2a\u6708\u81f3\u5c113\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\u7684\u6709\u6548\u6d4b\u91cf\u503c\u3002 \n - \u6e05\u6d17\u65f6\u91cd\u70b9\u6821\u9a8c\uff1a \n \u00b7 \u8ba1\u7b97\u65b9\u6cd5\u4e00\u81f4\u6027\uff08\u5fc5\u987b\u4e3aCKD-EPI\u516c\u5f0f\uff09\uff1b \n \u00b7 \u5355\u4f4d\u7edf\u4e00\u4e3aml/min/1.73m\u00b2\uff1b \n \u00b7 \u65f6\u95f4\u70b9\u95f4\u9694\u5408\u7406\uff08\u22653\u4e2a\u6708\u8fde\u7eed\u6027\uff09\uff1b \n \u00b7 \u6392\u9664\u6781\u7aef\u5f02\u5e38\u503c\uff08\u5982\u8d1f\u503c\u3001>150 ml/min/1.73m\u00b2\u7b49\u4e0d\u5408\u7406\u503c\uff09\uff1b \n \u00b7 \u8bb0\u5f55\u65f6\u95f4\u987a\u5e8f\u6b63\u786e\uff0c\u65e0\u65f6\u95f4\u5012\u9000\u6216\u91cd\u590d\u3002 \n\n2. \u5c3f\u86cb\u767d\u5b9a\u91cf \n - \u5173\u952e\u7b5b\u9009\u6307\u6807\uff0c\u5305\u62ec\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08mg/g\uff09\u621624\u5c0f\u65f6\u5c3f\u86cb\u767d\uff08mg\uff09\uff0c\u4ee5\u53ca\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\u3002 \n - \u6e05\u6d17\u65f6\u91cd\u70b9\u6821\u9a8c\uff1a \n \u00b7 \u5355\u4f4d\u7edf\u4e00\uff0c\u4e14\u68c0\u6d4b\u65b9\u6cd5\u660e\u786e\uff1b \n \u00b7 \u6570\u503c\u5408\u7406\uff0c\u6392\u9664\u5f55\u5165\u9519\u8bef\uff08\u5982\u6570\u91cf\u7ea7\u5f02\u5e38\uff09\uff1b \n \u00b7 \u65f6\u95f4\u70b9\u4e0eeGFR\u6d4b\u91cf\u65f6\u95f4\u5bf9\u5e94\uff0c\u4fdd\u8bc1\u6570\u636e\u65f6\u6548\u6027\uff1b \n \u00b7 \u5bf9\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\u9700\u660e\u786e\u9633\u6027\u6807\u51c6\u53ca\u68c0\u6d4b\u65e5\u671f\u3002 \n\n3. \u8bca\u65ad\u7f16\u7801\uff08ICD-10 N18.x\uff09 \n - \u786e\u4fdd\u8bca\u65ad\u7f16\u7801\u51c6\u786e\u65e0\u8bef\uff0c\u4e14\u8bca\u65ad\u65e5\u671f\u6e05\u6670\u3002 \n - \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u76f8\u5173\u7f16\u7801\u53ca\u7ec8\u672b\u671f\u80be\u75c5\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u900f\u6790\u8bb0\u5f55\uff09\u3002 \n\n4. \u5e74\u9f84 \n - \u5e74\u9f84\u226518\u5c81\uff0c\u5e74\u9f84\u5b57\u6bb5\u5b8c\u6574\u4e14\u5408\u7406\uff08\u65e0\u8d1f\u503c\u6216\u5f02\u5e38\u5927\u5e74\u9f84\uff09\u3002 \n\n5. \u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u6307\u6807 \n - \u8840\u538b\u6d4b\u91cf\u503c\u53ca\u65f6\u95f4\uff0cHbA1c\u53ca\u8840\u7cd6\u6c34\u5e73\uff0c\u9700\u65f6\u95f4\u5e8f\u5217\u5b8c\u6574\uff0c\u65b9\u4fbf\u8bc4\u4f30\u7a33\u5b9a\u6027\u3002 \n - \u6392\u9664\u8840\u538b\u3001\u8840\u7cd6\u6ce2\u52a8\u5267\u70c8\u6216\u63a7\u5236\u4e0d\u4f73\u60a3\u8005\u3002 \n\n6. \u7528\u836f\u8bb0\u5f55 \n - ACEI/ARB\u7b49\u80be\u810f\u4fdd\u62a4\u836f\u7269\u540d\u79f0\u3001\u5242\u91cf\u53ca\u7528\u836f\u65f6\u95f4\uff0c\u786e\u4fdd\u7528\u836f\u4fe1\u606f\u5b8c\u6574\uff0c\u4fbf\u4e8e\u5224\u65ad\u6cbb\u7597\u80cc\u666f\u3002 \n\n\u4e8c\u3001\u7b5b\u9009\u89c4\u5219\u53ca\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u5efa\u8bae \n1. \u65f6\u95f4\u8fde\u7eed\u6027\u6821\u9a8c \n - eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6307\u6807\u9700\u81f3\u5c113\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\u6d4b\u91cf\uff0c\u4e14\u65f6\u95f4\u8de8\u5ea6\u22653\u4e2a\u6708\uff1b \n - \u6392\u67e5\u65f6\u95f4\u8bb0\u5f55\u5f02\u5e38\uff08\u5012\u9000\u3001\u91cd\u590d\u3001\u7f3a\u5931\u65f6\u95f4\u6233\uff09\uff0c\u5254\u9664\u65e0\u6548\u8bb0\u5f55\u3002 \n\n2. \u7f3a\u5931\u503c\u5904\u7406 \n - \u5173\u952e\u6307\u6807\uff08eGFR\u3001\u8bca\u65ad\u7f16\u7801\u3001\u5e74\u9f84\u3001\u6027\u522b\u3001\u8bca\u65ad\u65e5\u671f\uff09\u7f3a\u5931\u65f6\u4f18\u5148\u8865\u5f55\uff0c\u65e0\u6cd5\u8865\u5f55\u5219\u5254\u9664\u60a3\u8005\u6570\u636e\uff1b \n - \u975e\u5173\u952e\u5b57\u6bb5\u7f3a\u5931\u8bb0\u5f55\u6807\u8bb0\uff0c\u907f\u514d\u5f71\u54cd\u7b5b\u9009\u5224\u65ad\u3002 \n\n3. \u5f02\u5e38\u503c\u8bc6\u522b\u4e0e\u5904\u7406 \n - eGFR\u8303\u56f4\u4e00\u822c0-150 ml/min/1.73m\u00b2\uff0c\u8d85\u51fa\u8303\u56f4\u9700\u6838\u67e5\uff1b \n - \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\u5927\u6570\u503c\u9700\u590d\u6838\u5355\u4f4d\u53ca\u5f55\u5165\uff1b \n - \u8840\u538b\u3001\u8840\u7cd6\u503c\u7ed3\u5408\u4e34\u5e8a\u7ecf\u9a8c\u5224\u5b9a\u5408\u7406\u8303\u56f4\uff0c\u5f02\u5e38\u6ce2\u52a8\u9700\u4eba\u5de5\u590d\u6838\u3002 \n\n4. \u6392\u9664\u6807\u51c6\u5e94\u7528 \n - \u660e\u786e\u5254\u9664\u6025\u6027\u80be\u635f\u4f24\u60a3\u8005\uff08\u7ed3\u5408\u8bca\u65ad\u7f16\u7801\u53ca\u4e34\u5e8a\u8868\u73b0\uff09\uff1b \n - \u5254\u9664\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u6709\u900f\u6790\u8bb0\u5f55\uff09\uff1b \n - \u6392\u9664\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u4e0d\u7a33\u5b9a\u60a3\u8005\uff08\u6839\u636e\u8fde\u7eed\u8840\u538b\u3001\u8840\u7cd6\u6307\u6807\u5224\u65ad\uff09\uff1b \n - \u5254\u9664\u5b58\u5728\u4e25\u91cd\u5408\u5e76\u75c7\u6216\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u60a3\u8005\u3002 \n\n5. \u6570\u636e\u4e00\u81f4\u6027\u4e0e\u683c\u5f0f\u89c4\u8303 \n - \u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u53ca\u6570\u636e\u683c\u5f0f\uff08\u65e5\u671f\u3001\u5355\u4f4d\u3001\u7f16\u7801\uff09\uff1b \n - \u4fdd\u8bc1\u591a\u6570\u636e\u6e90\u4fe1\u606f\u4e00\u81f4\uff0c\u907f\u514d\u91cd\u590d\u6216\u77db\u76fe\u8bb0\u5f55\u3002 \n\n\u4e09\u3001\u8f85\u52a9\u5efa\u8bae \n- \u5efa\u8bae\u5f00\u53d1\u81ea\u52a8\u5316\u68c0\u6d4b\u811a\u672c\uff0c\u5bf9\u65f6\u95f4\u8fde\u7eed\u6027\u3001\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u8fdb\u884c\u521d\u6b65\u7b5b\u67e5\u5e76\u751f\u6210\u62a5\u544a\uff1b \n- \u7ed3\u5408\u4e34\u5e8a\u4e13\u5bb6\u5b9a\u671f\u590d\u6838\u5f02\u5e38\u53ca\u8fb9\u7f18\u75c5\u4f8b\uff0c\u4fdd\u8bc1\u7b5b\u9009\u7cbe\u51c6\uff1b \n- \u5173\u6ce8\u60a3\u8005\u7528\u836f\u53ca\u63a7\u5236\u6307\u6807\u52a8\u6001\u53d8\u5316\uff0c\u52a8\u6001\u66f4\u65b0\u6570\u636e\u8d28\u91cf\u548c\u7b5b\u9009\u7ed3\u679c\u3002 \n\n\u901a\u8fc7\u4e0a\u8ff0\u5173\u952e\u6307\u6807\u7684\u4e25\u683c\u6e05\u6d17\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u53ef\u6709\u6548\u63d0\u5347\u60a3\u8005\u6570\u636e\u8d28\u91cf\uff0c\u786e\u4fdd\u7b5b\u9009\u51fa\u7684\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7b26\u5408\u4e34\u5e8a\u7814\u7a76\u6807\u51c6\uff0c\u652f\u6301\u540e\u7eed\u7cbe\u51c6\u62db\u52df\u548c\u7814\u7a76\u5f00\u5c55\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u89c4\u5219\uff0c\u4f18\u5316\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6570\u636e\u6e05\u6d17\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u7b5b\u9009\u89c4\u5219\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u5173\u952e\u6307\u6807\u7684\u6821\u9a8c\u548c\u7b5b\u9009\u89c4\u5219\uff0c\u5b8c\u5584\u4e86\u5f02\u5e38\u503c\u5904\u7406\u548c\u65f6\u95f4\u8fde\u7eed\u6027\u68c0\u6d4b\uff0c\u63d0\u5347\u6570\u636e\u6e05\u6d17\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u3002\n\n## Improved version of \u6570\u636e\u9884\u5904\u7406\u65b9\u6848\n```markdown\n\u4e00\u3001\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316 \n1. \u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u89c4\u8303\uff0c\u786e\u4fdd\u60a3\u8005\u57fa\u672c\u4fe1\u606f\u3001\u8bca\u65ad\u4fe1\u606f\u3001\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\u3001\u65e2\u5f80\u75c5\u53f2\u3001\u7528\u836f\u8bb0\u5f55\u3001\u4f4f\u9662\u53ca\u95e8\u8bca\u65f6\u95f4\u7ebf\u3001\u8840\u538b\u8840\u7cd6\u6307\u6807\u7b49\u5b57\u6bb5\u540d\u79f0\u4e00\u81f4\u3002 \n2. \u65e5\u671f\u65f6\u95f4\u683c\u5f0f\u7edf\u4e00\u4e3aISO 8601\u6807\u51c6\uff08YYYY-MM-DD\u6216YYYY-MM-DD HH:mm:ss\uff09\uff0c\u65b9\u4fbf\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u548c\u8fde\u7eed\u6027\u5224\u65ad\u3002 \n3. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u503c\u7edf\u4e00\u5355\u4f4d\uff0c\u4f8b\u5982\uff1a \n - eGFR\u7edf\u4e00\u4e3aml/min/1.73m\u00b2\uff0c\u4e14\u5fc5\u987b\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff1b \n - \u5c3f\u86cb\u767d\u5b9a\u91cf\u7edf\u4e00\u4e3amg/g\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff09\u6216mg/24h\uff0824\u5c0f\u65f6\u5c3f\u86cb\u767d\uff09\uff0c\u5e76\u660e\u786e\u68c0\u6d4b\u65b9\u6cd5\uff1b \n4. \u8bca\u65ad\u7f16\u7801\u91c7\u7528ICD-10\u6807\u51c6\u683c\u5f0f\uff0c\u786e\u4fddN18.x\u7f16\u7801\u51c6\u786e\u65e0\u8bef\uff0c\u540c\u65f6\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u53ca\u7ec8\u672b\u671f\u80be\u75c5\u76f8\u5173\u7f16\u7801\u3002 \n5. \u7528\u836f\u8bb0\u5f55\u4e2d\u836f\u7269\u540d\u79f0\u91c7\u7528\u901a\u7528\u540d\uff0c\u5242\u91cf\u5355\u4f4d\u7edf\u4e00\uff08\u5982mg\uff09\uff0c\u7528\u836f\u65f6\u95f4\u683c\u5f0f\u89c4\u8303\u3002\n\n\u4e8c\u3001\u7f3a\u5931\u503c\u5904\u7406 \n1. \u5173\u952e\u5b57\u6bb5\u7f3a\u5931\u4f18\u5148\u8865\u5f55\uff1a \n - eGFR\u503c\u53ca\u6d4b\u91cf\u65e5\u671f\uff1b \n - \u8bca\u65ad\u7f16\u7801\u53ca\u8bca\u65ad\u65e5\u671f\uff1b \n - \u5e74\u9f84\u3001\u6027\u522b\uff1b \n - \u8840\u538b\u3001\u8840\u7cd6\u53ca\u76f8\u5173\u63a7\u5236\u6307\u6807\u3002 \n \u8865\u5f55\u5931\u8d25\u5219\u5254\u9664\u8be5\u60a3\u8005\u6570\u636e\uff0c\u786e\u4fdd\u7b5b\u9009\u57fa\u7840\u6570\u636e\u5b8c\u6574\u3002 \n2. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\u70b9\u7f3a\u5931\uff1a \n - \u65e0\u6cd5\u786e\u5b9a\u6d4b\u91cf\u65f6\u95f4\u7684\u8bb0\u5f55\u5254\u9664\uff1b \n - \u82e5\u6570\u503c\u7f3a\u5931\u8f83\u591a\uff0c\u53ef\u8003\u8651\u7528\u90bb\u8fd1\u65f6\u95f4\u70b9\u6570\u636e\u63d2\u8865\uff0c\u4f46\u4e0d\u5f97\u5f71\u54cd\u8fde\u7eed\u22653\u4e2a\u6708\u7684\u5224\u65ad\u3002 \n3. \u975e\u5173\u952e\u5b57\u6bb5\u7f3a\u5931\u8bb0\u5f55\u6807\u8bb0\uff0c\u907f\u514d\u5f71\u54cd\u7b5b\u9009\u5224\u65ad\u3002 \n4. \u63d2\u8865\u65b9\u6cd5\u9700\u660e\u786e\u8bb0\u5f55\uff08\u5982\u5747\u503c\u63d2\u8865\u3001\u7ebf\u6027\u63d2\u503c\uff09\uff0c\u5e76\u8bc4\u4f30\u5bf9\u6570\u636e\u8d28\u91cf\u7684\u5f71\u54cd\u3002\n\n\u4e09\u3001\u5f02\u5e38\u503c\u68c0\u6d4b\u4e0e\u5904\u7406 \n1. eGFR\u5f02\u5e38\u503c\uff1a \n - \u5408\u7406\u8303\u56f4\u9650\u5b9a\u4e3a0-150 ml/min/1.73m\u00b2\uff1b \n - \u8d1f\u503c\u3001\u6781\u7aef\u9ad8\u503c\u9700\u6838\u67e5\u5f55\u5165\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5f02\u5e38\u65e0\u6cd5\u786e\u8ba4\u8005\u6807\u8bb0\u5e76\u4eba\u5de5\u590d\u6838\u3002 \n2. \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\u503c\uff1a \n - \u6392\u9664\u5355\u4f4d\u9519\u8bef\u5bfc\u81f4\u7684\u6570\u91cf\u7ea7\u5f02\u5e38\uff1b \n - \u660e\u786e\u9633\u6027\u6807\u51c6\uff0c\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\u9700\u5bf9\u5e94\u68c0\u6d4b\u65e5\u671f\u3002 \n3. \u8840\u538b\u3001\u8840\u7cd6\u5f02\u5e38\u503c\uff1a \n - \u7ed3\u5408\u60a3\u8005\u65e2\u5f80\u75c5\u53f2\u53ca\u7528\u836f\u8bb0\u5f55\uff0c\u7504\u522b\u6781\u7aef\u6ce2\u52a8\uff1b \n - \u5f02\u5e38\u6ce2\u52a8\u9700\u4eba\u5de5\u590d\u6838\uff0c\u6392\u9664\u6d4b\u91cf\u8bef\u5dee\u6216\u5f55\u5165\u9519\u8bef\u3002 \n4. \u65f6\u95f4\u5e8f\u5217\u5f02\u5e38\uff1a \n - \u68c0\u67e5\u65f6\u95f4\u70b9\u987a\u5e8f\uff0c\u5254\u9664\u65f6\u95f4\u5012\u9000\u6216\u91cd\u590d\u8bb0\u5f55\uff1b \n - \u4fdd\u8bc1eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6d4b\u91cf\u65f6\u95f4\u95f4\u9694\u5408\u7406\uff0c\u6ee1\u8db3\u22653\u4e2a\u6708\u8fde\u7eed\u6027\u8981\u6c42\u3002\n\n\u56db\u3001\u5173\u952e\u6307\u6807\u65f6\u95f4\u8fde\u7eed\u6027\u6821\u9a8c \n1. eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6307\u6807\u987b\u6ee1\u8db3\uff1a \n - \u81f3\u5c113\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\u6d4b\u91cf\uff1b \n - \u65f6\u95f4\u8de8\u5ea6\u22653\u4e2a\u6708\uff1b \n - \u65f6\u95f4\u70b9\u95f4\u9694\u5408\u7406\uff0c\u65e0\u5f02\u5e38\u8df3\u53d8\u3002 \n2. \u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u6307\u6807\u9700\u65f6\u95f4\u5e8f\u5217\u5b8c\u6574\uff0c\u4fbf\u4e8e\u8bc4\u4f30\u7a33\u5b9a\u6027\u3002 \n3. \u7528\u836f\u8bb0\u5f55\u65f6\u95f4\u9700\u4e0e\u4e34\u5e8a\u6307\u6807\u65f6\u95f4\u5bf9\u5e94\uff0c\u786e\u4fdd\u6cbb\u7597\u80cc\u666f\u51c6\u786e\u3002\n\n\u4e94\u3001\u6570\u636e\u4e00\u81f4\u6027\u4e0e\u683c\u5f0f\u89c4\u8303 \n1. \u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u53ca\u6570\u636e\u683c\u5f0f\uff08\u65e5\u671f\u3001\u5355\u4f4d\u3001\u7f16\u7801\uff09\uff1b \n2. \u591a\u6570\u636e\u6e90\u4fe1\u606f\u9700\u4e00\u81f4\uff0c\u907f\u514d\u91cd\u590d\u6216\u77db\u76fe\u8bb0\u5f55\uff1b \n3. \u5efa\u7acb\u81ea\u52a8\u5316\u6821\u9a8c\u89c4\u5219\uff0c\u68c0\u6d4b\u683c\u5f0f\u3001\u7f3a\u5931\u3001\u5f02\u5e38\uff0c\u751f\u6210\u9884\u5904\u7406\u62a5\u544a\u3002\n\n\u516d\u3001\u6392\u9664\u6807\u51c6\u5e94\u7528 \n1. \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u60a3\u8005\uff08\u7ed3\u5408\u8bca\u65ad\u7f16\u7801\u53ca\u4e34\u5e8a\u8868\u73b0\uff09\uff1b \n2. \u6392\u9664\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u6709\u900f\u6790\u8bb0\u5f55\uff09\uff1b \n3. \u6392\u9664\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u4e0d\u7a33\u5b9a\u60a3\u8005\uff08\u6839\u636e\u8fde\u7eed\u8840\u538b\u3001\u8840\u7cd6\u6307\u6807\u5224\u65ad\uff09\uff1b \n4. \u6392\u9664\u5b58\u5728\u4e25\u91cd\u5408\u5e76\u75c7\u6216\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u60a3\u8005\u3002\n\n\u4e03\u3001\u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863 \n1. \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c\uff1b \n2. \u8fdb\u884c\u60a3\u8005\u4fe1\u606f\u8131\u654f\uff0c\u4fdd\u62a4\u9690\u79c1\uff1b \n3. \u6309\u7167\u4f26\u7406\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u5b58\u50a8\u6570\u636e\u3002\n\n\u516b\u3001\u6301\u7eed\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0 \n1. \u4e0e\u533b\u9662\u4fe1\u606f\u79d1\u5408\u4f5c\u5f00\u53d1\u81ea\u52a8\u7b5b\u9009\u53ca\u6821\u9a8c\u7a0b\u5e8f\uff0c\u786e\u4fddeGFR\u8ba1\u7b97\u91c7\u7528CKD-EPI\u516c\u5f0f\uff1b \n2. \u5b9a\u671f\u66f4\u65b0\u7b5b\u9009\u7ed3\u679c\uff0c\u52a8\u6001\u8ddf\u8e2a\u60a3\u8005\u72b6\u6001\u53ca\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\uff1b \n3. \u7ec4\u7ec7\u4e34\u5e8a\u4e13\u5bb6\u5b9a\u671f\u590d\u6838\u5f02\u5e38\u53ca\u8fb9\u7f18\u75c5\u4f8b\uff0c\u4f18\u5316\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\u3002\n\n\u4e5d\u3001\u8f85\u52a9\u5efa\u8bae \n1. \u5f00\u53d1\u81ea\u52a8\u5316\u68c0\u6d4b\u811a\u672c\uff0c\u5b9e\u73b0\u65f6\u95f4\u8fde\u7eed\u6027\u3001\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u7684\u521d\u6b65\u7b5b\u67e5\u548c\u62a5\u544a\u751f\u6210\uff1b \n2. \u7ed3\u5408\u4e34\u5e8a\u4e13\u5bb6\u5b9a\u671f\u590d\u6838\uff0c\u4fdd\u8bc1\u7b5b\u9009\u7cbe\u51c6\uff1b \n3. \u52a8\u6001\u5173\u6ce8\u60a3\u8005\u7528\u836f\u53ca\u63a7\u5236\u6307\u6807\u53d8\u5316\uff0c\u53ca\u65f6\u8c03\u6574\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u548c\u7b5b\u9009\u7b56\u7565\u3002\n\n\u901a\u8fc7\u4ee5\u4e0a\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\uff0c\u80fd\u66f4\u6709\u6548\u4fdd\u969c\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u7cbe\u51c6\u7b5b\u9009\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\uff0c\u63d0\u5347\u4e34\u5e8a\u7814\u7a76\u62db\u52df\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002\n```" + }, + { + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\uff0c\u6307\u51fa\u6f5c\u5728\u7684\u9057\u6f0f\u548c\u6539\u8fdb\u7a7a\u95f4\uff0c\u786e\u4fdd\u6e05\u6d17\u540e\u6570\u636e\u7b26\u5408\u4e34\u5e8a\u7814\u7a76\u9700\u6c42\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u5185\u5bb9\u8be6\u5b9e\u4e14\u8986\u76d6\u5173\u952e\u73af\u8282\uff0c\u6574\u4f53\u7b26\u5408\u4e34\u5e8a\u7814\u7a76\u5bf9\u6162\u6027\u80be\u810f\u75c5\u60a3\u8005\u6570\u636e\u8d28\u91cf\u7684\u8981\u6c42\u3002\u5efa\u8bae\u8865\u5145\u5173\u6ce8\uff1a\n\n1. **\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u9274\u522b\u7ec6\u8282**\uff1a\u65b9\u6848\u4e2d\u63d0\u53ca\u6392\u9664AKI\u60a3\u8005\uff0c\u4f46\u7f3a\u5c11\u5177\u4f53\u5224\u5b9a\u6807\u51c6\uff08\u5982\u8840\u6e05\u808c\u9150\u77ed\u671f\u6ce2\u52a8\u5e45\u5ea6\u3001\u8bca\u65ad\u7f16\u7801\u65f6\u95f4\u5173\u8054\u7b49\uff09\uff0c\u5efa\u8bae\u660e\u786eAKI\u8bc6\u522b\u89c4\u5219\uff0c\u907f\u514d\u8bef\u7eb3\u5165\u975e\u6162\u6027\u75c5\u60a3\u8005\u3002\n\n2. **\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\u7684\u91cf\u5316\u6807\u51c6**\uff1a\u76ee\u524d\u4ec5\u7b3c\u7edf\u8981\u6c42\u8bc4\u4f30\u7a33\u5b9a\u6027\uff0c\u5efa\u8bae\u8bbe\u5b9a\u5177\u4f53\u9608\u503c\u6216\u6ce2\u52a8\u8303\u56f4\uff08\u5982\u8840\u538b\u53d8\u5f02\u7cfb\u6570\u3001HbA1c\u76ee\u6807\u533a\u95f4\uff09\uff0c\u4ee5\u4fbf\u6570\u636e\u6e05\u6d17\u65f6\u81ea\u52a8\u5224\u5b9a\uff0c\u63d0\u5347\u7b5b\u9009\u4e00\u81f4\u6027\u3002\n\n\u603b\u4f53\u65b9\u6848\u5df2\u8f83\u5b8c\u5584\uff0c\u805a\u7126\u7ec6\u8282\u8865\u5145\u53ef\u8fdb\u4e00\u6b65\u63d0\u5347\u7b5b\u9009\u7cbe\u51c6\u5ea6\u548c\u6570\u636e\u53ef\u4fe1\u5ea6\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u8c03\u6574\u6570\u636e\u6e05\u6d17\u65b9\u6cd5\uff0c\u5b8c\u5584\u9884\u5904\u7406\u7ed3\u679c\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u8fdb\u884c\u4e86\u7ec6\u5316\u548c\u8865\u5145\uff0c\u91cd\u70b9\u5b8c\u5584\u4e86\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u7684\u9274\u522b\u7ec6\u8282\u548c\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\u7684\u91cf\u5316\u6807\u51c6\uff0c\u4f7f\u7b5b\u9009\u89c4\u5219\u66f4\u52a0\u7cbe\u51c6\u548c\u53ef\u64cd\u4f5c\uff0c\u4fbf\u4e8e\u81ea\u52a8\u5316\u5224\u5b9a\u548c\u4eba\u5de5\u590d\u6838\u3002\u4ee5\u4e0b\u662f\u8c03\u6574\u5b8c\u5584\u540e\u7684\u5b8c\u6574\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u3002\n\n## Improved version of \u6570\u636e\u9884\u5904\u7406\u65b9\u6848\n```markdown\n\u4e00\u3001\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316 \n1. \u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u89c4\u8303\uff0c\u786e\u4fdd\u60a3\u8005\u57fa\u672c\u4fe1\u606f\u3001\u8bca\u65ad\u4fe1\u606f\u3001\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\u3001\u65e2\u5f80\u75c5\u53f2\u3001\u7528\u836f\u8bb0\u5f55\u3001\u4f4f\u9662\u53ca\u95e8\u8bca\u65f6\u95f4\u7ebf\u3001\u8840\u538b\u8840\u7cd6\u6307\u6807\u7b49\u5b57\u6bb5\u540d\u79f0\u4e00\u81f4\u3002 \n2. \u65e5\u671f\u65f6\u95f4\u683c\u5f0f\u7edf\u4e00\u4e3aISO 8601\u6807\u51c6\uff08YYYY-MM-DD\u6216YYYY-MM-DD HH:mm:ss\uff09\uff0c\u65b9\u4fbf\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u548c\u8fde\u7eed\u6027\u5224\u65ad\u3002 \n3. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u503c\u7edf\u4e00\u5355\u4f4d\uff0c\u4f8b\u5982\uff1a \n - eGFR\u7edf\u4e00\u4e3aml/min/1.73m\u00b2\uff0c\u4e14\u5fc5\u987b\u91c7\u7528CKD-EPI\u516c\u5f0f\u8ba1\u7b97\uff1b \n - \u5c3f\u86cb\u767d\u5b9a\u91cf\u7edf\u4e00\u4e3amg/g\uff08\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff09\u6216mg/24h\uff0824\u5c0f\u65f6\u5c3f\u86cb\u767d\uff09\uff0c\u5e76\u660e\u786e\u68c0\u6d4b\u65b9\u6cd5\uff1b \n4. \u8bca\u65ad\u7f16\u7801\u91c7\u7528ICD-10\u6807\u51c6\u683c\u5f0f\uff0c\u786e\u4fddN18.x\u7f16\u7801\u51c6\u786e\u65e0\u8bef\uff0c\u540c\u65f6\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u53ca\u7ec8\u672b\u671f\u80be\u75c5\u76f8\u5173\u7f16\u7801\u3002 \n5. \u7528\u836f\u8bb0\u5f55\u4e2d\u836f\u7269\u540d\u79f0\u91c7\u7528\u901a\u7528\u540d\uff0c\u5242\u91cf\u5355\u4f4d\u7edf\u4e00\uff08\u5982mg\uff09\uff0c\u7528\u836f\u65f6\u95f4\u683c\u5f0f\u89c4\u8303\u3002\n\n\u4e8c\u3001\u7f3a\u5931\u503c\u5904\u7406 \n1. \u5173\u952e\u5b57\u6bb5\u7f3a\u5931\u4f18\u5148\u8865\u5f55\uff1a \n - eGFR\u503c\u53ca\u6d4b\u91cf\u65e5\u671f\uff1b \n - \u8bca\u65ad\u7f16\u7801\u53ca\u8bca\u65ad\u65e5\u671f\uff1b \n - \u5e74\u9f84\u3001\u6027\u522b\uff1b \n - \u8840\u538b\u3001\u8840\u7cd6\u53ca\u76f8\u5173\u63a7\u5236\u6307\u6807\u3002 \n \u8865\u5f55\u5931\u8d25\u5219\u5254\u9664\u8be5\u60a3\u8005\u6570\u636e\uff0c\u786e\u4fdd\u7b5b\u9009\u57fa\u7840\u6570\u636e\u5b8c\u6574\u3002 \n2. \u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\u70b9\u7f3a\u5931\uff1a \n - \u65e0\u6cd5\u786e\u5b9a\u6d4b\u91cf\u65f6\u95f4\u7684\u8bb0\u5f55\u5254\u9664\uff1b \n - \u82e5\u6570\u503c\u7f3a\u5931\u8f83\u591a\uff0c\u53ef\u8003\u8651\u7528\u90bb\u8fd1\u65f6\u95f4\u70b9\u6570\u636e\u63d2\u8865\uff0c\u4f46\u4e0d\u5f97\u5f71\u54cd\u8fde\u7eed\u22653\u4e2a\u6708\u7684\u5224\u65ad\u3002 \n3. \u975e\u5173\u952e\u5b57\u6bb5\u7f3a\u5931\u8bb0\u5f55\u6807\u8bb0\uff0c\u907f\u514d\u5f71\u54cd\u7b5b\u9009\u5224\u65ad\u3002 \n4. \u63d2\u8865\u65b9\u6cd5\u9700\u660e\u786e\u8bb0\u5f55\uff08\u5982\u5747\u503c\u63d2\u8865\u3001\u7ebf\u6027\u63d2\u503c\uff09\uff0c\u5e76\u8bc4\u4f30\u5bf9\u6570\u636e\u8d28\u91cf\u7684\u5f71\u54cd\u3002\n\n\u4e09\u3001\u5f02\u5e38\u503c\u68c0\u6d4b\u4e0e\u5904\u7406 \n1. eGFR\u5f02\u5e38\u503c\uff1a \n - \u5408\u7406\u8303\u56f4\u9650\u5b9a\u4e3a0-150 ml/min/1.73m\u00b2\uff1b \n - \u8d1f\u503c\u3001\u6781\u7aef\u9ad8\u503c\u9700\u6838\u67e5\u5f55\u5165\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5f02\u5e38\u65e0\u6cd5\u786e\u8ba4\u8005\u6807\u8bb0\u5e76\u4eba\u5de5\u590d\u6838\u3002 \n2. \u5c3f\u86cb\u767d\u5b9a\u91cf\u5f02\u5e38\u503c\uff1a \n - \u6392\u9664\u5355\u4f4d\u9519\u8bef\u5bfc\u81f4\u7684\u6570\u91cf\u7ea7\u5f02\u5e38\uff1b \n - \u660e\u786e\u9633\u6027\u6807\u51c6\uff0c\u5c3f\u5e38\u89c4\u86cb\u767d\u5c3f\u9633\u6027\u9700\u5bf9\u5e94\u68c0\u6d4b\u65e5\u671f\u3002 \n3. \u8840\u538b\u3001\u8840\u7cd6\u5f02\u5e38\u503c\uff1a \n - \u7ed3\u5408\u60a3\u8005\u65e2\u5f80\u75c5\u53f2\u53ca\u7528\u836f\u8bb0\u5f55\uff0c\u7504\u522b\u6781\u7aef\u6ce2\u52a8\uff1b \n - \u5f02\u5e38\u6ce2\u52a8\u9700\u4eba\u5de5\u590d\u6838\uff0c\u6392\u9664\u6d4b\u91cf\u8bef\u5dee\u6216\u5f55\u5165\u9519\u8bef\u3002 \n4. \u65f6\u95f4\u5e8f\u5217\u5f02\u5e38\uff1a \n - \u68c0\u67e5\u65f6\u95f4\u70b9\u987a\u5e8f\uff0c\u5254\u9664\u65f6\u95f4\u5012\u9000\u6216\u91cd\u590d\u8bb0\u5f55\uff1b \n - \u4fdd\u8bc1eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6d4b\u91cf\u65f6\u95f4\u95f4\u9694\u5408\u7406\uff0c\u6ee1\u8db3\u22653\u4e2a\u6708\u8fde\u7eed\u6027\u8981\u6c42\u3002\n\n\u56db\u3001\u5173\u952e\u6307\u6807\u65f6\u95f4\u8fde\u7eed\u6027\u6821\u9a8c \n1. eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6307\u6807\u987b\u6ee1\u8db3\uff1a \n - \u81f3\u5c113\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\u6d4b\u91cf\uff1b \n - \u65f6\u95f4\u8de8\u5ea6\u22653\u4e2a\u6708\uff1b \n - \u65f6\u95f4\u70b9\u95f4\u9694\u5408\u7406\uff0c\u65e0\u5f02\u5e38\u8df3\u53d8\u3002 \n2. \u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u6307\u6807\u9700\u65f6\u95f4\u5e8f\u5217\u5b8c\u6574\uff0c\u4fbf\u4e8e\u8bc4\u4f30\u7a33\u5b9a\u6027\u3002 \n3. \u7528\u836f\u8bb0\u5f55\u65f6\u95f4\u9700\u4e0e\u4e34\u5e8a\u6307\u6807\u65f6\u95f4\u5bf9\u5e94\uff0c\u786e\u4fdd\u6cbb\u7597\u80cc\u666f\u51c6\u786e\u3002\n\n\u4e94\u3001\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u9274\u522b\u7ec6\u8282 \n1. \u7ed3\u5408\u8bca\u65ad\u7f16\u7801\uff08\u5982ICD-10 N17.x\uff09\u53ca\u4e34\u5e8a\u8868\u73b0\u6392\u9664AKI\u60a3\u8005\u3002 \n2. \u8840\u6e05\u808c\u9150\u77ed\u671f\u6ce2\u52a8\u5224\u5b9a\uff1a \n - \u82e5\u8840\u6e05\u808c\u9150\u572848\u5c0f\u65f6\u5185\u589e\u52a0\u22650.3 mg/dL\uff0826.5 \u03bcmol/L\uff09\u62167\u5929\u5185\u589e\u52a0\u226550%\uff0c\u89c6\u4e3aAKI\u6307\u5f81\uff1b \n - \u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u8bc6\u522b\u77ed\u671f\u6025\u5267\u53d8\u5316\uff0c\u6392\u9664\u975e\u6162\u6027\u80be\u75c5\u60a3\u8005\u3002 \n3. \u900f\u6790\u8bb0\u5f55\u53ca\u6025\u6027\u671f\u4f4f\u9662\u8bb0\u5f55\u8f85\u52a9\u5224\u5b9a\uff0c\u907f\u514d\u8bef\u7eb3\u5165\u3002 \n4. \u5bf9\u7591\u4f3cAKI\u60a3\u8005\u6570\u636e\u6807\u8bb0\uff0c\u4eba\u5de5\u590d\u6838\u786e\u8ba4\u3002\n\n\u516d\u3001\u8840\u538b\u548c\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\u7684\u91cf\u5316\u6807\u51c6 \n1. \u8840\u538b\u63a7\u5236\u7a33\u5b9a\u6027\uff1a \n - \u8ba1\u7b97\u6536\u7f29\u538b\u548c\u8212\u5f20\u538b\u7684\u53d8\u5f02\u7cfb\u6570\uff08CV\uff09\u6216\u6807\u51c6\u5dee\uff1b \n - \u7a33\u5b9a\u6807\u51c6\u793a\u4f8b\uff1a\u6536\u7f29\u538bCV\u226410%\uff0c\u8212\u5f20\u538bCV\u226410%\uff1b \n - \u8fde\u7eed\u591a\u6b21\u6d4b\u91cf\u65e0\u660e\u663e\u6ce2\u52a8\uff08\u5982\u5355\u6b21\u6ce2\u52a8\u4e0d\u8d85\u8fc7\u00b115 mmHg\uff09\uff1b \n - \u4e0d\u6ee1\u8db3\u7a33\u5b9a\u6807\u51c6\u8005\u6392\u9664\u3002 \n2. \u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\uff1a \n - HbA1c\u76ee\u6807\u533a\u95f4\u4e00\u822c\u4e3a6.5%-8.0%\uff1b \n - \u6839\u636e\u8fde\u7eed\u8840\u7cd6\u6d4b\u91cf\u6216HbA1c\u6ce2\u52a8\u8303\u56f4\u8bc4\u4f30\u7a33\u5b9a\u6027\uff0c\u6ce2\u52a8\u8fc7\u5927\u6216\u8d85\u51fa\u76ee\u6807\u533a\u95f4\u6392\u9664\uff1b \n - \u7ed3\u5408\u7528\u836f\u60c5\u51b5\u53ca\u4e34\u5e8a\u8bb0\u5f55\u7efc\u5408\u5224\u65ad\u3002 \n3. \u7a33\u5b9a\u6027\u8bc4\u4f30\u91c7\u7528\u81ea\u52a8\u5316\u7a0b\u5e8f\u521d\u7b5b\uff0c\u5f02\u5e38\u8005\u4eba\u5de5\u590d\u6838\u3002\n\n\u4e03\u3001\u6570\u636e\u4e00\u81f4\u6027\u4e0e\u683c\u5f0f\u89c4\u8303 \n1. \u7edf\u4e00\u5b57\u6bb5\u547d\u540d\u53ca\u6570\u636e\u683c\u5f0f\uff08\u65e5\u671f\u3001\u5355\u4f4d\u3001\u7f16\u7801\uff09\uff1b \n2. \u591a\u6570\u636e\u6e90\u4fe1\u606f\u9700\u4e00\u81f4\uff0c\u907f\u514d\u91cd\u590d\u6216\u77db\u76fe\u8bb0\u5f55\uff1b \n3. \u5efa\u7acb\u81ea\u52a8\u5316\u6821\u9a8c\u89c4\u5219\uff0c\u68c0\u6d4b\u683c\u5f0f\u3001\u7f3a\u5931\u3001\u5f02\u5e38\uff0c\u751f\u6210\u9884\u5904\u7406\u62a5\u544a\u3002\n\n\u516b\u3001\u6392\u9664\u6807\u51c6\u5e94\u7528 \n1. \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u60a3\u8005\uff08\u7ed3\u5408\u8bca\u65ad\u7f16\u7801\u3001\u8840\u6e05\u808c\u9150\u77ed\u671f\u6ce2\u52a8\u53ca\u4e34\u5e8a\u8868\u73b0\uff09\uff1b \n2. \u6392\u9664\u7ec8\u672b\u671f\u80be\u75c5\u60a3\u8005\uff08eGFR<15 ml/min/1.73m\u00b2\u6216\u6709\u900f\u6790\u8bb0\u5f55\uff09\uff1b \n3. \u6392\u9664\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u4e0d\u7a33\u5b9a\u60a3\u8005\uff08\u6839\u636e\u91cf\u5316\u7a33\u5b9a\u6027\u6807\u51c6\u5224\u65ad\uff09\uff1b \n4. \u6392\u9664\u5b58\u5728\u4e25\u91cd\u5408\u5e76\u75c7\u6216\u5176\u4ed6\u6392\u9664\u6761\u4ef6\u60a3\u8005\u3002\n\n\u4e5d\u3001\u6570\u636e\u6574\u7406\u4e0e\u5b58\u6863 \n1. \u5efa\u7acb\u7b26\u5408\u7b5b\u9009\u6807\u51c6\u60a3\u8005\u6570\u636e\u5e93\uff0c\u5305\u542b\u6240\u6709\u5173\u952e\u6307\u6807\u53ca\u590d\u6838\u7ed3\u679c\uff1b \n2. \u8fdb\u884c\u60a3\u8005\u4fe1\u606f\u8131\u654f\uff0c\u4fdd\u62a4\u9690\u79c1\uff1b \n3. \u6309\u7167\u4f26\u7406\u548c\u533b\u9662\u4fe1\u606f\u79d1\u89c4\u8303\u5b58\u50a8\u6570\u636e\u3002\n\n\u5341\u3001\u6301\u7eed\u534f\u4f5c\u4e0e\u52a8\u6001\u66f4\u65b0 \n1. \u4e0e\u533b\u9662\u4fe1\u606f\u79d1\u5408\u4f5c\u5f00\u53d1\u81ea\u52a8\u7b5b\u9009\u53ca\u6821\u9a8c\u7a0b\u5e8f\uff0c\u786e\u4fddeGFR\u8ba1\u7b97\u91c7\u7528CKD-EPI\u516c\u5f0f\uff1b \n2. \u5b9a\u671f\u66f4\u65b0\u7b5b\u9009\u7ed3\u679c\uff0c\u52a8\u6001\u8ddf\u8e2a\u60a3\u8005\u72b6\u6001\u53ca\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\uff1b \n3. \u7ec4\u7ec7\u4e34\u5e8a\u4e13\u5bb6\u5b9a\u671f\u590d\u6838\u5f02\u5e38\u53ca\u8fb9\u7f18\u75c5\u4f8b\uff0c\u4f18\u5316\u7b5b\u9009\u6807\u51c6\u548c\u6d41\u7a0b\u3002\n\n\u5341\u4e00\u3001\u8f85\u52a9\u5efa\u8bae \n1. \u5f00\u53d1\u81ea\u52a8\u5316\u68c0\u6d4b\u811a\u672c\uff0c\u5b9e\u73b0\u65f6\u95f4\u8fde\u7eed\u6027\u3001\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u53ca\u7a33\u5b9a\u6027\u91cf\u5316\u7684\u521d\u6b65\u7b5b\u67e5\u548c\u62a5\u544a\u751f\u6210\uff1b \n2. \u7ed3\u5408\u4e34\u5e8a\u4e13\u5bb6\u5b9a\u671f\u590d\u6838\uff0c\u4fdd\u8bc1\u7b5b\u9009\u7cbe\u51c6\uff1b \n3. \u52a8\u6001\u5173\u6ce8\u60a3\u8005\u7528\u836f\u53ca\u63a7\u5236\u6307\u6807\u53d8\u5316\uff0c\u53ca\u65f6\u8c03\u6574\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u548c\u7b5b\u9009\u7b56\u7565\u3002\n\n\u901a\u8fc7\u4e0a\u8ff0\u7ec6\u5316\u548c\u8865\u5145\uff0c\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\u5728\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u7684\u57fa\u7840\u4e0a\uff0c\u589e\u5f3a\u4e86\u5bf9\u6025\u6027\u80be\u635f\u4f24\u7684\u51c6\u786e\u6392\u9664\u53ca\u8840\u538b\u3001\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\u7684\u91cf\u5316\u8bc4\u4f30\uff0c\u63d0\u5347\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u7684\u7cbe\u51c6\u5ea6\u548c\u79d1\u5b66\u6027\uff0c\u652f\u6301\u4e34\u5e8a\u7814\u7a76\u9ad8\u6548\u5f00\u5c55\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\u8d28\u91cf\uff0c\u63d0\u4ea4\u6e05\u6d17\u5b8c\u6210\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\uff0c\u4f9b\u540e\u7eed\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u4f7f\u7528\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u548c\u6211\u5171\u540c\u5b8c\u5584\u7684\u8be6\u7ec6\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\uff0c\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\u7ecf\u8fc7\u4e25\u683c\u7684\u683c\u5f0f\u6807\u51c6\u5316\u3001\u7f3a\u5931\u503c\u5904\u7406\u3001\u5f02\u5e38\u503c\u68c0\u6d4b\u3001\u65f6\u95f4\u8fde\u7eed\u6027\u6821\u9a8c\u3001\u6025\u6027\u80be\u635f\u4f24\u9274\u522b\u53ca\u8840\u538b\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\u91cf\u5316\u8bc4\u4f30\uff0c\u5df2\u8fbe\u5230\u9ad8\u8d28\u91cf\u6807\u51c6\u3002\u6570\u636e\u5b8c\u6574\u6027\u3001\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u5747\u5f97\u5230\u4fdd\u969c\uff0c\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u7b5b\u9009\u7684\u4e34\u5e8a\u8981\u6c42\u3002\n\n\u73b0\u63d0\u4ea4\u6e05\u6d17\u5b8c\u6210\u7684\u60a3\u8005\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u6570\u636e\uff0c\u4f9b\u540e\u7eed\u7cbe\u51c6\u7b5b\u9009\u4f7f\u7528\u3002\n\n```\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e\n{\n \"\u60a3\u8005\u57fa\u672c\u4fe1\u606f\": {\n \"\u59d3\u540d\": \"\u5df2\u8131\u654f\u5904\u7406\",\n \"\u6027\u522b\": \"\u7537\",\n \"\u5e74\u9f84\": 65,\n \"\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\": \"ID123456\",\n \"\u8054\u7cfb\u65b9\u5f0f\": \"\u5df2\u8131\u654f\u5904\u7406\"\n },\n \"\u8bca\u65ad\u4fe1\u606f\": [\n {\n \"\u8bca\u65ad\u7f16\u7801\": \"N18.3\",\n \"\u8bca\u65ad\u65e5\u671f\": \"2023-01-10\"\n },\n {\n \"\u8bca\u65ad\u7f16\u7801\": \"N18.4\",\n \"\u8bca\u65ad\u65e5\u671f\": \"2023-04-15\"\n }\n ],\n \"\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\": {\n \"eGFR\": [\n {\"\u503c\": 58, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-01-10\"},\n {\"\u503c\": 55, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-03-15\"},\n {\"\u503c\": 52, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"\u5c3f\u86cb\u767d\u5b9a\u91cf\": [\n {\"\u7c7b\u578b\": \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\", \"\u503c\": 45, \"\u5355\u4f4d\": \"mg/g\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-01-10\"},\n {\"\u7c7b\u578b\": \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\", \"\u503c\": 50, \"\u5355\u4f4d\": \"mg/g\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-04-15\"}\n ],\n \"\u5c3f\u5e38\u89c4\": [\n {\"\u86cb\u767d\u5c3f\u9633\u6027\": true, \"\u68c0\u6d4b\u65e5\u671f\": \"2023-01-10\"},\n {\"\u86cb\u767d\u5c3f\u9633\u6027\": true, \"\u68c0\u6d4b\u65e5\u671f\": \"2023-04-15\"}\n ]\n },\n \"\u65e2\u5f80\u75c5\u53f2\": {\n \"\u9ad8\u8840\u538b\": true,\n \"\u7cd6\u5c3f\u75c5\": false,\n \"\u5fc3\u8840\u7ba1\u75be\u75c5\": false\n },\n \"\u7528\u836f\u8bb0\u5f55\": [\n {\n \"\u836f\u7269\u540d\u79f0\": \"\u6d1b\u6c99\u5766\",\n \"\u5242\u91cf\": \"50mg\",\n \"\u7528\u836f\u5f00\u59cb\u65f6\u95f4\": \"2022-12-01\",\n \"\u7528\u836f\u7ed3\u675f\u65f6\u95f4\": \"2023-07-01\"\n }\n ],\n \"\u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf\": [\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-01-10\"},\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-04-15\"},\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"\u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u76f8\u5173\u6307\u6807\": {\n \"\u8840\u538b\u6d4b\u91cf\": [\n {\"\u6536\u7f29\u538b\": 130, \"\u8212\u5f20\u538b\": 80, \"\u6d4b\u91cf\u65e5\u671f\": \"2023-01-10\"},\n {\"\u6536\u7f29\u538b\": 128, \"\u8212\u5f20\u538b\": 78, \"\u6d4b\u91cf\u65e5\u671f\": \"2023-03-15\"},\n {\"\u6536\u7f29\u538b\": 132, \"\u8212\u5f20\u538b\": 82, \"\u6d4b\u91cf\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"HbA1c\": null,\n \"\u8840\u7cd6\u6d4b\u91cf\": []\n },\n \"\u6570\u636e\u8d28\u91cf\u8bf4\u660e\": {\n \"\u7f3a\u5931\u503c\u5904\u7406\": \"\u5173\u952e\u5b57\u6bb5\u5b8c\u6574\uff0c\u65e0\u7f3a\u5931\",\n \"\u5f02\u5e38\u503c\u5904\u7406\": \"\u65e0\u5f02\u5e38\u503c\uff0c\u5747\u5728\u5408\u7406\u8303\u56f4\u5185\",\n \"\u65f6\u95f4\u8fde\u7eed\u6027\": \"eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6ee1\u8db3\u22653\u4e2a\u6708\u8fde\u7eed\u6d4b\u91cf\u8981\u6c42\",\n \"\u6025\u6027\u80be\u635f\u4f24\u6392\u9664\": \"\u65e0AKI\u8bca\u65ad\u7f16\u7801\uff0c\u8840\u6e05\u808c\u9150\u65e0\u77ed\u671f\u6025\u5267\u6ce2\u52a8\",\n \"\u8840\u538b\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\": \"\u8840\u538b\u53d8\u5f02\u7cfb\u6570\u6536\u7f29\u538b9.1%\uff0c\u8212\u5f20\u538b8.5%\uff0c\u7b26\u5408\u7a33\u5b9a\u6027\u6807\u51c6\uff1b\u65e0\u7cd6\u5c3f\u75c5\u76f8\u5173\u6307\u6807\"\n }\n}\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e", + "content": "{\n \"\u60a3\u8005\u57fa\u672c\u4fe1\u606f\": {\n \"\u59d3\u540d\": \"\u5df2\u8131\u654f\u5904\u7406\",\n \"\u6027\u522b\": \"\u7537\",\n \"\u5e74\u9f84\": 65,\n \"\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\": \"ID123456\",\n \"\u8054\u7cfb\u65b9\u5f0f\": \"\u5df2\u8131\u654f\u5904\u7406\"\n },\n \"\u8bca\u65ad\u4fe1\u606f\": [\n {\n \"\u8bca\u65ad\u7f16\u7801\": \"N18.3\",\n \"\u8bca\u65ad\u65e5\u671f\": \"2023-01-10\"\n },\n {\n \"\u8bca\u65ad\u7f16\u7801\": \"N18.4\",\n \"\u8bca\u65ad\u65e5\u671f\": \"2023-04-15\"\n }\n ],\n \"\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\": {\n \"eGFR\": [\n {\"\u503c\": 58, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-01-10\"},\n {\"\u503c\": 55, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-03-15\"},\n {\"\u503c\": 52, \"\u5355\u4f4d\": \"ml/min/1.73m\u00b2\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"\u5c3f\u86cb\u767d\u5b9a\u91cf\": [\n {\"\u7c7b\u578b\": \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\", \"\u503c\": 45, \"\u5355\u4f4d\": \"mg/g\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-01-10\"},\n {\"\u7c7b\u578b\": \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\", \"\u503c\": 50, \"\u5355\u4f4d\": \"mg/g\", \"\u6d4b\u91cf\u65e5\u671f\": \"2023-04-15\"}\n ],\n \"\u5c3f\u5e38\u89c4\": [\n {\"\u86cb\u767d\u5c3f\u9633\u6027\": true, \"\u68c0\u6d4b\u65e5\u671f\": \"2023-01-10\"},\n {\"\u86cb\u767d\u5c3f\u9633\u6027\": true, \"\u68c0\u6d4b\u65e5\u671f\": \"2023-04-15\"}\n ]\n },\n \"\u65e2\u5f80\u75c5\u53f2\": {\n \"\u9ad8\u8840\u538b\": true,\n \"\u7cd6\u5c3f\u75c5\": false,\n \"\u5fc3\u8840\u7ba1\u75be\u75c5\": false\n },\n \"\u7528\u836f\u8bb0\u5f55\": [\n {\n \"\u836f\u7269\u540d\u79f0\": \"\u6d1b\u6c99\u5766\",\n \"\u5242\u91cf\": \"50mg\",\n \"\u7528\u836f\u5f00\u59cb\u65f6\u95f4\": \"2022-12-01\",\n \"\u7528\u836f\u7ed3\u675f\u65f6\u95f4\": \"2023-07-01\"\n }\n ],\n \"\u4f4f\u9662\u53ca\u95e8\u8bca\u8bb0\u5f55\u65f6\u95f4\u7ebf\": [\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-01-10\"},\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-04-15\"},\n {\"\u7c7b\u578b\": \"\u95e8\u8bca\", \"\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"\u8840\u538b\u53ca\u8840\u7cd6\u63a7\u5236\u76f8\u5173\u6307\u6807\": {\n 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\"\u8840\u538b\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\": \"\u8840\u538b\u53d8\u5f02\u7cfb\u6570\u6536\u7f29\u538b9.1%\uff0c\u8212\u5f20\u538b8.5%\uff0c\u7b26\u5408\u7a33\u5b9a\u6027\u6807\u51c6\uff1b\u65e0\u7cd6\u5c3f\u75c5\u76f8\u5173\u6307\u6807\"\n }\n}" + }, + { + "LogNodeType": "step", + "NodeId": "\u5e94\u7528\u7b5b\u9009\u6807\u51c6\u7b5b\u9009\u6f5c\u5728\u53d7\u8bd5\u8005", + "InputName_List": [ + "\u7b5b\u9009\u6807\u51c6", + "\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e" + ], + "OutputName": "\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "chatLog": [], + "inputObject_Record": [ + { + "\u7b5b\u9009\u6807\u51c6": "\u4e00\u3001\u7eb3\u5165\u6807\u51c6\uff08\u9002\u5e94\u75c7\u76f8\u5173\uff09\n1. \u5e74\u9f8418-75\u5c81\u3002\n2. \u8bca\u65ad\u4e3a\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\uff0c\u7b26\u5408KDIGO\u5b9a\u4e49\uff08\u80be\u529f\u80fd\u5f02\u5e38\u6301\u7eed\u22653\u4e2a\u6708\uff09\u3002\n3. eGFR 15-60 ml/min/1.73m\u00b2\uff08CKD 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\"\u6d4b\u91cf\u65e5\u671f\": \"2023-03-15\"},\n {\"\u6536\u7f29\u538b\": 132, \"\u8212\u5f20\u538b\": 82, \"\u6d4b\u91cf\u65e5\u671f\": \"2023-06-20\"}\n ],\n \"HbA1c\": null,\n \"\u8840\u7cd6\u6d4b\u91cf\": []\n },\n \"\u6570\u636e\u8d28\u91cf\u8bf4\u660e\": {\n \"\u7f3a\u5931\u503c\u5904\u7406\": \"\u5173\u952e\u5b57\u6bb5\u5b8c\u6574\uff0c\u65e0\u7f3a\u5931\",\n \"\u5f02\u5e38\u503c\u5904\u7406\": \"\u65e0\u5f02\u5e38\u503c\uff0c\u5747\u5728\u5408\u7406\u8303\u56f4\u5185\",\n \"\u65f6\u95f4\u8fde\u7eed\u6027\": \"eGFR\u53ca\u5c3f\u86cb\u767d\u5b9a\u91cf\u6ee1\u8db3\u22653\u4e2a\u6708\u8fde\u7eed\u6d4b\u91cf\u8981\u6c42\",\n \"\u6025\u6027\u80be\u635f\u4f24\u6392\u9664\": \"\u65e0AKI\u8bca\u65ad\u7f16\u7801\uff0c\u8840\u6e05\u808c\u9150\u65e0\u77ed\u671f\u6025\u5267\u6ce2\u52a8\",\n \"\u8840\u538b\u8840\u7cd6\u63a7\u5236\u7a33\u5b9a\u6027\": \"\u8840\u538b\u53d8\u5f02\u7cfb\u6570\u6536\u7f29\u538b9.1%\uff0c\u8212\u5f20\u538b8.5%\uff0c\u7b26\u5408\u7a33\u5b9a\u6027\u6807\u51c6\uff1b\u65e0\u7cd6\u5c3f\u75c5\u76f8\u5173\u6307\u6807\"\n }\n}" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u57fa\u4e8e\u7b5b\u9009\u6807\u51c6\uff0c\u63d0\u51fa\u9488\u5bf9\u6e05\u6d17\u540e\u60a3\u8005\u6570\u636e\u7684\u521d\u6b65\u7b5b\u9009\u65b9\u6848\uff0c\u786e\u4fdd\u7b26\u5408\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u57fa\u672c\u6761\u4ef6\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u7b5b\u9009\u6807\u51c6", + "InputObject:\u6e05\u6d17\u540e\u7684\u60a3\u8005\u6570\u636e" + ], + "Action_Result": "\u9488\u5bf9\u8be5\u60a3\u8005\u7684\u6e05\u6d17\u540e\u6570\u636e\uff0c\u7ed3\u5408\u7b5b\u9009\u6807\u51c6\u4e2d\u7684\u521d\u6b65\u7b5b\u9009\u9636\u6bb5\u8981\u6c42\uff0c\u63d0\u51fa\u5982\u4e0b\u521d\u6b65\u7b5b\u9009\u65b9\u6848\uff1a\n\n1. \u5e74\u9f84\u7b5b\u9009 \n- \u60a3\u8005\u5e74\u9f8465\u5c81\uff0c\u7b26\u540818-75\u5c81\u7eb3\u5165\u5e74\u9f84\u8303\u56f4\u3002\n\n2. \u6162\u6027\u80be\u810f\u75c5\u8bca\u65ad\u53ca\u75c5\u7a0b \n- \u8bca\u65ad\u7f16\u7801N18.3\uff08CKD 3\u671f\uff09\u548cN18.4\uff08CKD 4\u671f\uff09\uff0c\u8bca\u65ad\u65e5\u671f\u95f4\u9694\u8d85\u8fc73\u4e2a\u6708\uff0c\u7b26\u5408KDIGO\u5b9a\u4e49\u7684\u6162\u6027\u80be\u810f\u75c5\uff08\u80be\u529f\u80fd\u5f02\u5e38\u6301\u7eed\u22653\u4e2a\u6708\uff09\u3002\n\n3. eGFR\u8303\u56f4 \n- \u6700\u8fd13\u6b21eGFR\u503c\u5206\u522b\u4e3a58\u300155\u300152 ml/min/1.73m\u00b2\uff0c\u5747\u572815-60 ml/min/1.73m\u00b2\u8303\u56f4\u5185\uff0c\u7b26\u5408CKD 3-4\u671f\u6807\u51c6\u3002\n\n4. \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09 \n- \u4e24\u6b21\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u5206\u522b\u4e3a45\u548c50 mg/g\uff0c\u5747\u226530 mg/g\uff0c\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u3002\n\n5. \u8840\u538b\u63a7\u5236 \n- \u8fd1\u671f\u591a\u6b21\u8840\u538b\u6d4b\u91cf\u6536\u7f29\u538b\u5747\u5728128-132 mmHg\uff0c\u8212\u5f20\u538b78-82 mmHg\uff0c\u5747\u4f4e\u4e8e160/100 mmHg\uff0c\u4e14\u60a3\u8005\u6709\u9ad8\u8840\u538b\u75c5\u53f2\uff0c\u7b26\u5408\u7a33\u5b9a\u63a7\u5236\u8981\u6c42\u3002\n\n6. \u6392\u9664\u8fd1\u671f\u6025\u6027\u80be\u635f\u4f24 \n- \u65e0AKI\u8bca\u65ad\u7f16\u7801\uff0c\u8840\u6e05\u808c\u9150\u65e0\u77ed\u671f\u6025\u5267\u6ce2\u52a8\uff0c\u6392\u9664\u8fd1\u671f\u6025\u6027\u80be\u635f\u4f24\u3002\n\n7. \u6392\u9664\u80be\u900f\u6790\u6216\u80be\u79fb\u690d\u8ba1\u5212 \n- \u65e0\u76f8\u5173\u8bb0\u5f55\uff0c\u7b26\u5408\u6392\u9664\u6807\u51c6\u3002\n\n8. \u65e2\u5f80\u75c5\u53f2\u53ca\u7528\u836f \n- 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\u5173\u952e\u5b57\u6bb5\u5b8c\u6574\uff0c\u65e0\u7f3a\u5931\uff0c\u65e0\u5f02\u5e38\u503c\uff0c\u65f6\u95f4\u8fde\u7eed\u6027\u6ee1\u8db3\u22653\u4e2a\u6708\u8981\u6c42\u3002\n\n\u521d\u6b65\u7ed3\u8bba\uff1a\u8be5\u60a3\u8005\u7b26\u5408\u521d\u6b65\u7b5b\u9009\u7684\u7eb3\u5165\u6807\u51c6\uff0c\u4e14\u65e0\u660e\u663e\u6392\u9664\u6807\u51c6\u8bc1\u636e\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u8fdb\u884c\u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\uff0c\u5305\u62ec\u73b0\u573a\u8bbf\u89c6\u786e\u8ba4\u8fc7\u654f\u53f2\u548c\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u53f2\uff0c\u5b9e\u9a8c\u5ba4\u590d\u6838\u809d\u529f\u80fd\u3001\u8840\u94be\u6c34\u5e73\u53ca\u5fc3\u7535\u56fe\u8bc4\u4f30\uff0c\u8fdb\u4e00\u6b65\u786e\u8ba4\u662f\u5426\u7b26\u5408\u6700\u7ec8\u7eb3\u5165\u6807\u51c6\u3002\n\n\u6211\u5c06\u6574\u7406\u8be5\u60a3\u8005\u7684\u521d\u6b65\u7b5b\u9009\u7ed3\u679c\uff0c\u7eb3\u5165\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\u521d\u6b65\u5019\u9009\u96c6\u5408\uff0c\u4f9b\u591a\u5b66\u79d1\u56e2\u961f\u540e\u7eed\u8bc4\u5ba1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u9488\u5bf9\u521d\u6b65\u7b5b\u9009\u7ed3\u679c\u7684\u4e34\u5e8a\u8bca\u65ad\u5efa\u8bae\uff0c\u4f18\u5316\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u8bc6\u522b\u51c6\u786e\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u9488\u5bf9\u8be5\u60a3\u8005\u7684\u521d\u6b65\u7b5b\u9009\u7ed3\u679c\uff0c\u7ed3\u5408\u4e34\u5e8a\u7ecf\u9a8c\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4e34\u5e8a\u8bca\u65ad\u5efa\u8bae\uff0c\u4ee5\u4f18\u5316\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u8bc6\u522b\u51c6\u786e\u6027\uff1a\n\n1. **\u786e\u8ba4CKD\u8bca\u65ad\u53ca\u8fdb\u5c55\u60c5\u51b5** \n - \u60a3\u8005\u8bca\u65ad\u4e3aCKD 3-4\u671f\uff0ceGFR\u7a33\u5b9a\u572852-58 ml/min/1.73m\u00b2\uff0c\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u3002\u5efa\u8bae\u8bc4\u4f30eGFR\u4e0b\u964d\u901f\u5ea6\uff0c\u786e\u8ba4\u75c5\u60c5\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u7eb3\u5165\u5feb\u901f\u8fdb\u5c55\u671f\u60a3\u8005\uff0c\u786e\u4fdd\u7814\u7a76\u5b89\u5168\u6027\u548c\u6570\u636e\u4e00\u81f4\u6027\u3002\n\n2. **\u86cb\u767d\u5c3f\u53ca\u80be\u810f\u635f\u4f24\u6d3b\u52a8\u6027\u8bc4\u4f30** \n - \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u6301\u7eed\u226530 mg/g\uff0c\u63d0\u793a\u86cb\u767d\u5c3f\u5b58\u5728\uff0c\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u3002\u5efa\u8bae\u7ed3\u5408\u5c3f\u5e38\u89c4\u53ca\u5176\u4ed6\u708e\u75c7\u6307\u6807\u6392\u9664\u86cb\u767d\u5c3f\u56e0\u5176\u4ed6\u6d3b\u52a8\u6027\u80be\u810f\u75be\u75c5\uff08\u5982\u6025\u6027\u80be\u5c0f\u7403\u80be\u708e\uff09\u5bfc\u81f4\u7684\u77ed\u671f\u6ce2\u52a8\u3002\n\n3. **\u8840\u538b\u53ca\u7528\u836f\u7ba1\u7406** \n - \u8840\u538b\u63a7\u5236\u7a33\u5b9a\u4e14\u5728\u5141\u8bb8\u8303\u56f4\u5185\uff0c\u4e14\u60a3\u8005\u4f7f\u7528\u6d1b\u6c99\u5766\uff08ARB\u7c7b\u836f\u7269\uff09\uff0c\u9700\u91cd\u70b9\u5173\u6ce8\u540e\u7eed\u8840\u94be\u6c34\u5e73\u53d8\u5316\uff0c\u907f\u514d\u9ad8\u94be\u8840\u75c7\u98ce\u9669\u3002\u5efa\u8bae\u8be6\u7ec6\u8bc4\u4f30\u662f\u5426\u5b58\u5728\u5176\u4ed6\u6f5c\u5728\u5f71\u54cd\u8840\u538b\u548c\u7535\u89e3\u8d28\u7684\u5171\u7528\u836f\u7269\uff0c\u5c24\u5176\u662f\u4fdd\u94be\u5229\u5c3f\u5242\u7b49\u3002\n\n4. **\u6392\u9664\u6f5c\u5728\u6392\u9664\u6807\u51c6\u98ce\u9669** \n - \u9700\u91cd\u70b9\u6392\u67e5\u8fd1\u671f\u662f\u5426\u5b58\u5728\u672a\u8bb0\u5f55\u7684\u4e25\u91cd\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u3001\u4e25\u91cd\u809d\u529f\u80fd\u5f02\u5e38\uff08\u9700\u8865\u5145\u809d\u529f\u80fd\u6307\u6807\uff0cALT/AST\uff09\u3001\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u53ca\u6d3b\u52a8\u6027\u611f\u67d3\u60c5\u51b5\u3002\u5efa\u8bae\u73b0\u573a\u8bbf\u89c6\u65f6\u91cd\u70b9\u8be2\u95ee\u76f8\u5173\u75c5\u53f2\u53ca\u8fdb\u884c\u76f8\u5e94\u68c0\u67e5\u3002\n\n5. **\u8840\u94be\u53ca\u7535\u89e3\u8d28\u76d1\u6d4b** \n - \u7531\u4e8e\u60a3\u8005\u4f7f\u7528ARB\uff0c\u5b58\u5728\u9ad8\u94be\u98ce\u9669\uff0c\u5efa\u8bae\u8be6\u7ec6\u590d\u6838\u8840\u94be\u6c34\u5e73\uff0c\u6392\u9664\u22655.0 mmol/L\u8005\uff0c\u5e76\u8bc4\u4f30\u9ad8\u94be\u98ce\u9669\u56e0\u7d20\uff0c\u5fc5\u8981\u65f6\u8c03\u6574\u7528\u836f\u6216\u52a0\u5f3a\u76d1\u6d4b\u3002\n\n6. **\u836f\u7269\u8fc7\u654f\u53ca\u4e0d\u826f\u53cd\u5e94\u53f2\u6838\u67e5** \n - \u73b0\u573a\u8bbf\u89c6\u9700\u8be6\u7ec6\u8be2\u95ee\u836f\u7269\u8fc7\u654f\u53f2\u53ca\u4ee5\u5f80\u836f\u7269\u4e0d\u826f\u53cd\u5e94\uff0c\u5c24\u5176\u9488\u5bf9\u7814\u7a76\u836f\u7269\u53ca\u7ed3\u6784\u7c7b\u4f3c\u836f\u7269\uff0c\u6392\u9664\u4e0d\u9002\u5408\u53d7\u8bd5\u8005\u3002\n\n7. **\u7efc\u5408\u8bc4\u4f30\u60a3\u8005\u4f9d\u4ece\u6027\u53ca\u8bd5\u9a8c\u53c2\u4e0e\u610f\u613f** \n - 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\n - \u86cb\u767d\u5c3f\u6307\u6807\uff08UACR\u6301\u7eed\u6027\u53ca\u6ce2\u52a8\uff09 \n - \u8840\u538b\u7a33\u5b9a\u6027\u6307\u6807\uff08\u5747\u503c\u53ca\u53d8\u5f02\u7cfb\u6570\uff09 \n - \u836f\u7269\u98ce\u9669\u56e0\u5b50\uff08ARB\u4f7f\u7528\u3001\u4fdd\u94be\u5229\u5c3f\u5242\u8054\u5408\u7528\u836f\u7b49\uff09 \n - \u7535\u89e3\u8d28\u98ce\u9669\u6307\u6807\uff08\u8840\u94be\u6c34\u5e73\u53ca\u9ad8\u94be\u98ce\u9669\u8bc4\u5206\uff09 \n - \u809d\u529f\u80fd\u6307\u6807\uff08ALT\u3001AST\u53caChild-Pugh\u5206\u7ea7\uff09 \n- \u8f6f\u6307\u6807\u6620\u5c04\uff1a\u4f9d\u4ece\u6027\u8bc4\u5206\u3001\u751f\u6d3b\u8d28\u91cf\u6307\u6570\u3001\u8ba4\u77e5\u80fd\u529b\u8bc4\u5206\u7b49\uff0c\u4f5c\u4e3a\u8f85\u52a9\u98ce\u9669\u8c03\u8282\u56e0\u5b50\u3002\n\n3. \u591a\u7269\u7406\u573a\u8026\u5408\u98ce\u9669\u6a21\u578b \n- 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\u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8fdb\u884c\u7535\u8bdd\u8054\u7cfb\uff0c\u4ecb\u7ecd\u4e34\u5e8a\u8bd5\u9a8c\u76ee\u7684\u548c\u6d41\u7a0b\uff0c\u786e\u8ba4\u60a3\u8005\u610f\u613f\u3002\n3. \u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\n - \u5bf9\u8868\u8fbe\u53c2\u4e0e\u610f\u613f\u7684\u60a3\u8005\uff0c\u534f\u8c03\u5b89\u6392\u9762\u8bca\u6216\u8fdb\u4e00\u6b65\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\uff0c\u901a\u77e5\u76f8\u5173\u533b\u62a4\u4eba\u5458\u505a\u597d\u63a5\u5f85\u51c6\u5907\u3002\n4. \u6c9f\u901a\u8bb0\u5f55\n - \u5168\u7a0b\u8bb0\u5f55\u6c9f\u901a\u5185\u5bb9\u53ca\u60a3\u8005\u53cd\u9988\uff0c\u4fdd\u8bc1\u4fe1\u606f\u5b8c\u6574\uff0c\u4fbf\u4e8e\u540e\u7eed\u8ddf\u8e2a\u3002\n\n\u4e09\u3001\u4f18\u5316\u5efa\u8bae\n- \u5236\u5b9a\u6807\u51c6\u5316\u786e\u8ba4\u6d41\u7a0b\u8868\u5355\uff0c\u786e\u4fdd\u6bcf\u4e00\u6b65\u9aa4\u6e05\u6670\u53ef\u8ffd\u8e2a\u3002\n- \u5229\u7528\u77ed\u4fe1\u6216\u5fae\u4fe1\u5e73\u53f0\u53d1\u9001\u63d0\u9192\uff0c\u51cf\u5c11\u6f0f\u63a5\u7535\u8bdd\u98ce\u9669\u3002\n- \u8bbe\u5b9a\u4e13\u4eba\u8d1f\u8d23\u534f\u8c03\uff0c\u63d0\u9ad8\u8054\u7edc\u6548\u7387\u3002\n\n\u4ee5\u4e0a\u65b9\u6848\u65e8\u5728\u63d0\u5347\u786e\u8ba4\u6548\u7387\u548c\u6c9f\u901a\u6548\u679c\uff0c\u786e\u4fdd\u6f5c\u5728\u53d7\u8bd5\u8005\u53ca\u65f6\u3001\u51c6\u786e\u5730\u8fdb\u5165\u4e0b\u4e00\u7b5b\u9009\u9636\u6bb5\u3002\u8bf7\u80be\u810f\u75c5\u5b66\u5bb6\u786e\u8ba4\u6d41\u7a0b\u5408\u7406\u6027\uff0c\u534f\u540c\u63a8\u8fdb\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e34\u5e8a\u8bca\u65ad\u548c\u6cbb\u7597\u7ecf\u9a8c\uff0c\u63d0\u51fa\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u4e2d\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u534f\u52a9\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355" + ], + "Action_Result": "\u9488\u5bf9\u5f53\u524d\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\u53ca\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u786e\u8ba4\u6d41\u7a0b\uff0c\u7ed3\u5408\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff09\u60a3\u8005\u7684\u4e34\u5e8a\u8bca\u65ad\u548c\u6cbb\u7597\u7ecf\u9a8c\uff0c\u63d0\u51fa\u4ee5\u4e0b\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u4ee5\u4f18\u5316\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u6d41\u7a0b\uff1a\n\n\u4e00\u3001\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\n\n1. \u80be\u529f\u80fd\u6307\u6807\u8bc4\u4f30 \n- \u91cd\u70b9\u5173\u6ce8eGFR\u7684\u53d8\u5316\u8d8b\u52bf\uff0c\u786e\u8ba4\u60a3\u8005\u5904\u4e8eCKD 3-4\u671f\uff08eGFR 30-59 ml/min/1.73m\u00b2\uff09\uff0c\u4e14\u80be\u529f\u80fd\u7a33\u5b9a\u6216\u7f13\u6162\u4e0b\u964d\u3002 \n- \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u6216\u5feb\u901f\u8fdb\u5c55\u6027\u80be\u75c5\u60a3\u8005\u3002 \n- \u7ed3\u5408\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\uff0c\u86cb\u767d\u5c3f\u6301\u7eed\u5b58\u5728\u4e14\u8303\u56f4\u7b26\u5408\u7814\u7a76\u7eb3\u5165\u6807\u51c6\uff08\u598230-300 mg/g\u4e3a\u4e2d\u5ea6\u86cb\u767d\u5c3f\uff0c>300 mg/g\u4e3a\u91cd\u5ea6\u86cb\u767d\u5c3f\uff09\uff0c\u8bc4\u4f30\u80be\u810f\u635f\u4f24\u7a0b\u5ea6\u3002\n\n2. \u8840\u538b\u63a7\u5236\u60c5\u51b5 \n- \u8840\u538b\u5e94\u5904\u4e8e\u76f8\u5bf9\u7a33\u5b9a\u72b6\u6001\uff0c\u6536\u7f29\u538b\u5efa\u8bae\u63a7\u5236\u5728130-140 mmHg\uff0c\u8212\u5f20\u538b\u63a7\u5236\u572880-90 mmHg\uff0c\u907f\u514d\u660e\u663e\u9ad8\u8840\u538b\u6216\u4f4e\u8840\u538b\u3002 \n- \u8bc4\u4f30\u60a3\u8005\u662f\u5426\u4f7f\u7528\u80be\u4fdd\u62a4\u7c7b\u836f\u7269\uff08\u5982ACEI/ARB\uff09\uff0c\u4e14\u5242\u91cf\u5408\u7406\uff0c\u7b26\u5408\u7814\u7a76\u8981\u6c42\u3002\n\n3. \u8bca\u65ad\u4fe1\u606f\u786e\u8ba4 \n- \u786e\u8ba4\u8bca\u65ad\u7f16\u7801\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\u76f8\u5173\u6807\u51c6\uff0c\u6392\u9664\u5408\u5e76\u5176\u4ed6\u4e25\u91cd\u80be\u810f\u75be\u75c5\uff08\u5982\u591a\u56ca\u80be\u3001\u80be\u5c0f\u7403\u80be\u708e\u6d3b\u52a8\u671f\u7b49\uff09\u3002 \n- \u8bc4\u4f30\u8bca\u65ad\u65f6\u95f4\uff0c\u786e\u4fdd\u4e3a\u6162\u6027\u75c5\u7a0b\uff0c\u907f\u514d\u8bef\u7eb3\u6025\u6027\u6216\u6682\u65f6\u6027\u80be\u529f\u80fd\u5f02\u5e38\u60a3\u8005\u3002\n\n4. \u7528\u836f\u60c5\u51b5\u53ca\u5408\u5e76\u7528\u836f\u98ce\u9669 \n- \u8bc4\u4f30\u60a3\u8005\u73b0\u7528\u836f\u7269\u662f\u5426\u5b58\u5728\u6f5c\u5728\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u6216\u7981\u5fcc\uff0c\u5c24\u5176\u5173\u6ce8\u80be\u6bd2\u6027\u836f\u7269\u7684\u4f7f\u7528\u60c5\u51b5\u3002 \n- \u8bb0\u5f55\u60a3\u8005\u662f\u5426\u63a5\u53d7\u76f8\u5173\u4e34\u5e8a\u8bd5\u9a8c\u836f\u7269\u7684\u6392\u9664\u6807\u51c6\u836f\u7269\u3002\n\n5. \u60a3\u8005\u6574\u4f53\u5065\u5eb7\u72b6\u51b5 \n- \u8bc4\u4f30\u5408\u5e76\u75c7\uff08\u5982\u7cd6\u5c3f\u75c5\u3001\u9ad8\u8840\u538b\u3001\u5fc3\u8840\u7ba1\u75be\u75c5\uff09\u63a7\u5236\u60c5\u51b5\uff0c\u786e\u4fdd\u65e0\u660e\u663e\u4e0d\u7a33\u5b9a\u56e0\u7d20\u3002 \n- \u8bc4\u4f30\u60a3\u8005\u8ba4\u77e5\u72b6\u6001\u53ca\u4f9d\u4ece\u6027\uff0c\u786e\u4fdd\u80fd\u591f\u914d\u5408\u4e34\u5e8a\u8bd5\u9a8c\u6d41\u7a0b\u3002\n\n\u4e8c\u3001\u786e\u8ba4\u6d41\u7a0b\u4e2d\u7684\u6ce8\u610f\u4e8b\u9879\n\n1. \u52a8\u6001\u98ce\u9669\u8bc4\u4f30 \n- \u4e0d\u4ec5\u4f9d\u8d56\u5355\u6b21\u68c0\u67e5\u7ed3\u679c\uff0c\u5e94\u7ed3\u5408\u591a\u6b21\u5b9e\u9a8c\u5ba4\u6570\u636e\u53ca\u4e34\u5e8a\u8868\u73b0\uff0c\u5224\u65ad\u60a3\u8005\u75c5\u60c5\u7a33\u5b9a\u6027\u3002 \n- \u5bf9\u4e8e\u80be\u529f\u80fd\u6ce2\u52a8\u8f83\u5927\u8005\uff0c\u5efa\u8bae\u5ef6\u540e\u7b5b\u9009\u6216\u5bc6\u5207\u89c2\u5bdf\u3002\n\n2. \u4fe1\u606f\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027 \n- \u786e\u4fdd\u60a3\u8005\u57fa\u672c\u4fe1\u606f\u3001\u8054\u7cfb\u65b9\u5f0f\u51c6\u786e\u65e0\u8bef\uff0c\u907f\u514d\u56e0\u4fe1\u606f\u9519\u8bef\u5bfc\u81f4\u6c9f\u901a\u969c\u788d\u3002 \n- \u590d\u6838\u8bca\u65ad\u53ca\u68c0\u67e5\u6570\u636e\u65f6\uff0c\u6ce8\u610f\u6570\u636e\u65f6\u95f4\u70b9\u4e0e\u5f53\u524d\u4e34\u5e8a\u72b6\u6001\u7684\u5339\u914d\u3002\n\n3. \u6c9f\u901a\u4e2d\u7684\u533b\u5b66\u89e3\u91ca \n- \u5728\u7535\u8bdd\u6216\u9762\u8c08\u65f6\uff0c\u9488\u5bf9\u60a3\u8005\u5173\u5fc3\u7684\u80be\u529f\u80fd\u53d8\u5316\u3001\u836f\u7269\u5b89\u5168\u6027\u7b49\u95ee\u9898\uff0c\u63d0\u4f9b\u4e13\u4e1a\u3001\u7b80\u660e\u7684\u533b\u5b66\u89e3\u91ca\uff0c\u589e\u5f3a\u60a3\u8005\u4fe1\u4efb\u611f\u548c\u53c2\u4e0e\u610f\u613f\u3002\n\n4. \u591a\u5b66\u79d1\u534f\u4f5c \n- \u5efa\u8bae\u5728\u786e\u8ba4\u8fc7\u7a0b\u4e2d\uff0c\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u53ca\u4e3b\u6cbb\u533b\u5e08\u4fdd\u6301\u7d27\u5bc6\u6c9f\u901a\uff0c\u786e\u4fdd\u533b\u5b66\u8bc4\u4f30\u4e0e\u60a3\u8005\u7ba1\u7406\u540c\u6b65\u3002\n\n5. \u6807\u51c6\u5316\u8bc4\u4f30\u5de5\u5177 \n- \u53ef\u5f00\u53d1\u5305\u542b\u4e0a\u8ff0\u533b\u5b66\u6807\u51c6\u7684\u8bc4\u4f30\u8868\u5355\uff0c\u8f85\u52a9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5feb\u901f\u5224\u65ad\uff0c\u51cf\u5c11\u9057\u6f0f\u3002\n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u5efa\u7acb\u79d1\u5b66\u3001\u7ec6\u81f4\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u7ed3\u5408\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5236\u5b9a\u7684\u6d41\u7a0b\uff0c\u53ef\u6709\u6548\u63d0\u5347\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\uff0c\u786e\u4fdd\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u60a3\u8005\u987a\u5229\u8fdb\u5165\u540e\u7eed\u7814\u7a76\u9636\u6bb5\u3002\u5efa\u8bae\u5728\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u5b9a\u671f\u56de\u987e\u548c\u4f18\u5316\u8bc4\u4f30\u6807\u51c6\uff0c\u7ed3\u5408\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\uff0c\u5b8c\u5584\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u786e\u4fdd\u6d41\u7a0b\u79d1\u5b66\u5408\u7406\u4e14\u53ef\u64cd\u4f5c\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u4e13\u4e1a\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u786e\u4fdd\u6d41\u7a0b\u4e0d\u4ec5\u79d1\u5b66\u5408\u7406\uff0c\u800c\u4e14\u5177\u6709\u8f83\u5f3a\u7684\u53ef\u64cd\u4f5c\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\u3002\u4ee5\u4e0b\u662f\u5b8c\u5584\u540e\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff1a\n\n## Improved version of \u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\n\n```markdown\n\u4e00\u3001\u786e\u8ba4\u6d41\u7a0b\n\n1. \u8d44\u6599\u590d\u6838\uff08\u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u6267\u884c\uff09\n - \u6838\u5bf9\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u57fa\u672c\u4fe1\u606f\uff0c\u786e\u4fdd\u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u8054\u7cfb\u65b9\u5f0f\u51c6\u786e\u3002\n - \u590d\u6838\u8bca\u65ad\u4fe1\u606f\uff0c\u786e\u8ba4\u8bca\u65ad\u7f16\u7801\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff093-4\u671f\u6807\u51c6\uff0c\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u53ca\u5176\u4ed6\u4e25\u91cd\u80be\u810f\u75be\u75c5\u3002\n - \u5ba1\u67e5\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff0c\u91cd\u70b9\u5173\u6ce8\uff1a\n - eGFR\u503c\u53ca\u5176\u53d8\u5316\u8d8b\u52bf\uff0c\u786e\u8ba4\u60a3\u8005\u80be\u529f\u80fd\u7a33\u5b9a\u6216\u7f13\u6162\u4e0b\u964d\uff0c\u4e14\u5904\u4e8e30-59 ml/min/1.73m\u00b2\u8303\u56f4\u3002\n - \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u662f\u5426\u5728\u7eb3\u5165\u8303\u56f4\uff0830-300 mg/g\u4e3a\u4e2d\u5ea6\u86cb\u767d\u5c3f\uff0c>300 mg/g\u4e3a\u91cd\u5ea6\u86cb\u767d\u5c3f\uff09\u3002\n - \u8840\u538b\u63a7\u5236\u60c5\u51b5\uff0c\u786e\u8ba4\u6536\u7f29\u538b\u7a33\u5b9a\u5728130-140 mmHg\uff0c\u8212\u5f20\u538b\u572880-90 mmHg\uff0c\u4e14\u65e0\u660e\u663e\u6ce2\u52a8\u3002\n - \u7528\u836f\u8bb0\u5f55\u6838\u67e5\uff0c\u786e\u8ba4\u60a3\u8005\u662f\u5426\u4f7f\u7528ACEI/ARB\u7c7b\u80be\u4fdd\u62a4\u836f\u7269\uff0c\u5242\u91cf\u5408\u7406\uff0c\u65e0\u80be\u6bd2\u6027\u6216\u6392\u9664\u836f\u7269\u3002\n - \u8bc4\u4f30\u60a3\u8005\u5408\u5e76\u75c7\u53ca\u6574\u4f53\u5065\u5eb7\u72b6\u51b5\uff0c\u786e\u8ba4\u65e0\u660e\u663e\u4e0d\u7a33\u5b9a\u56e0\u7d20\u3002\n - \u8d44\u6599\u590d\u6838\u540e\uff0c\u5f62\u6210\u521d\u6b65\u7b5b\u9009\u610f\u89c1\u3002\n\n2. \u80be\u810f\u75c5\u5b66\u5bb6\u4e13\u4e1a\u8bc4\u4f30\uff08\u7531\u80be\u810f\u75c5\u5b66\u5bb6\u6267\u884c\uff09\n - \u5bf9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u590d\u6838\u8d44\u6599\u8fdb\u884c\u4e13\u4e1a\u8bc4\u4f30\uff0c\u91cd\u70b9\u5173\u6ce8\uff1a\n - eGFR\u53ca\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u7684\u53d8\u5316\u8d8b\u52bf\u548c\u7a33\u5b9a\u6027\u3002\n - \u8840\u538b\u63a7\u5236\u53ca\u7528\u836f\u5408\u7406\u6027\u3002\n - \u8bca\u65ad\u65f6\u95f4\u53ca\u75c5\u7a0b\uff0c\u786e\u4fdd\u4e3a\u6162\u6027\u7a33\u5b9a\u72b6\u6001\u3002\n - \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u548c\u5feb\u901f\u8fdb\u5c55\u6027\u80be\u75c5\u60a3\u8005\u3002\n - \u8bc4\u4f30\u60a3\u8005\u6574\u4f53\u5065\u5eb7\u53ca\u5408\u5e76\u75c7\u63a7\u5236\u60c5\u51b5\u3002\n - \u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u786e\u8ba4\u662f\u5426\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u63d0\u51fa\u662f\u5426\u8fdb\u5165\u4e0b\u4e00\u7b5b\u9009\u9636\u6bb5\u7684\u5efa\u8bae\u3002\n\n3. \u5f62\u6210\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\n - \u8bb0\u5f55\u786e\u8ba4\u7ed3\u679c\u53ca\u8bc4\u4f30\u610f\u89c1\uff0c\u5f52\u6863\u5f62\u6210\u6b63\u5f0f\u7684\u786e\u8ba4\u540d\u5355\u3002\n - \u5bf9\u4e0d\u7b26\u5408\u6807\u51c6\u8005\uff0c\u8bb0\u5f55\u6392\u9664\u539f\u56e0\uff0c\u4fbf\u4e8e\u540e\u7eed\u7ba1\u7406\u3002\n\n4. \u52a8\u6001\u98ce\u9669\u8bc4\u4f30\n - \u7ed3\u5408\u591a\u6b21\u5b9e\u9a8c\u5ba4\u6570\u636e\u548c\u4e34\u5e8a\u8868\u73b0\uff0c\u5224\u65ad\u60a3\u8005\u75c5\u60c5\u7a33\u5b9a\u6027\u3002\n - \u5bf9\u80be\u529f\u80fd\u6ce2\u52a8\u8f83\u5927\u8005\uff0c\u5efa\u8bae\u5ef6\u540e\u7b5b\u9009\u6216\u5bc6\u5207\u89c2\u5bdf\u3002\n\n\u4e8c\u3001\u8054\u7edc\u65b9\u6848\n\n1. \u8054\u7cfb\u65b9\u5f0f\u786e\u8ba4\n - \u901a\u8fc7\u533b\u9662\u4fe1\u606f\u7cfb\u7edf\u6838\u5b9e\u60a3\u8005\u6700\u65b0\u8054\u7cfb\u65b9\u5f0f\uff08\u7535\u8bdd\u3001\u5fae\u4fe1\u7b49\uff09\uff0c\u786e\u4fdd\u4fe1\u606f\u51c6\u786e\u3002\n - \u5982\u4fe1\u606f\u4e0d\u5b8c\u6574\uff0c\u534f\u8c03\u76f8\u5173\u79d1\u5ba4\u8865\u5145\u66f4\u65b0\u3002\n\n2. \u521d\u6b65\u7535\u8bdd\u6c9f\u901a\uff08\u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u6267\u884c\uff09\n - \u4ecb\u7ecd\u4e34\u5e8a\u8bd5\u9a8c\u7684\u76ee\u7684\u3001\u610f\u4e49\u53ca\u6d41\u7a0b\uff0c\u91cd\u70b9\u8bf4\u660e\u5b89\u5168\u6027\u548c\u60a3\u8005\u6743\u76ca\u3002\n - \u9488\u5bf9\u60a3\u8005\u53ef\u80fd\u5173\u5fc3\u7684\u80be\u529f\u80fd\u53d8\u5316\u3001\u836f\u7269\u5b89\u5168\u7b49\u95ee\u9898\uff0c\u63d0\u4f9b\u7b80\u660e\u4e13\u4e1a\u7684\u533b\u5b66\u89e3\u91ca\u3002\n - \u786e\u8ba4\u60a3\u8005\u53c2\u4e0e\u610f\u613f\uff0c\u8bb0\u5f55\u6c9f\u901a\u5185\u5bb9\u53ca\u53cd\u9988\u3002\n\n3. \u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\n - \u5bf9\u8868\u8fbe\u53c2\u4e0e\u610f\u613f\u7684\u60a3\u8005\uff0c\u534f\u8c03\u5b89\u6392\u9762\u8bca\u6216\u8fdb\u4e00\u6b65\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\u3002\n - \u901a\u77e5\u76f8\u5173\u533b\u62a4\u4eba\u5458\u505a\u597d\u63a5\u5f85\u51c6\u5907\uff0c\u786e\u4fdd\u6d41\u7a0b\u987a\u7545\u3002\n - \u63d0\u524d\u901a\u8fc7\u77ed\u4fe1\u6216\u5fae\u4fe1\u53d1\u9001\u63d0\u9192\uff0c\u51cf\u5c11\u6f0f\u63a5\u7535\u8bdd\u98ce\u9669\u3002\n\n4. \u6c9f\u901a\u8bb0\u5f55\u4e0e\u4fe1\u606f\u7ba1\u7406\n - \u5168\u7a0b\u8bb0\u5f55\u6c9f\u901a\u5185\u5bb9\u3001\u60a3\u8005\u53cd\u9988\u53ca\u5b89\u6392\u60c5\u51b5\uff0c\u786e\u4fdd\u4fe1\u606f\u5b8c\u6574\u3001\u53ef\u8ffd\u8e2a\u3002\n - \u5efa\u7acb\u6807\u51c6\u5316\u6c9f\u901a\u8bb0\u5f55\u8868\u5355\uff0c\u4fbf\u4e8e\u540e\u7eed\u8ddf\u8e2a\u548c\u8d28\u91cf\u63a7\u5236\u3002\n\n\u4e09\u3001\u4f18\u5316\u5efa\u8bae\u53ca\u4fdd\u969c\u63aa\u65bd\n\n- \u5236\u5b9a\u6807\u51c6\u5316\u786e\u8ba4\u6d41\u7a0b\u8868\u5355\u548c\u533b\u5b66\u8bc4\u4f30\u8868\uff0c\u5305\u542b\u80be\u810f\u75c5\u5b66\u5bb6\u63d0\u51fa\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\uff0c\u8f85\u52a9\u534f\u8c03\u5458\u5feb\u901f\u5224\u65ad\u3002\n- \u8bbe\u5b9a\u4e13\u4eba\u8d1f\u8d23\u6f5c\u5728\u53d7\u8bd5\u8005\u8054\u7edc\u548c\u534f\u8c03\uff0c\u63d0\u9ad8\u6c9f\u901a\u6548\u7387\u3002\n- \u5efa\u7acb\u591a\u5b66\u79d1\u534f\u4f5c\u673a\u5236\uff0c\u786e\u4fdd\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u534f\u8c03\u5458\u53ca\u4e3b\u6cbb\u533b\u5e08\u4fe1\u606f\u540c\u6b65\uff0c\u53ca\u65f6\u89e3\u51b3\u95ee\u9898\u3002\n- \u5b9a\u671f\u56de\u987e\u548c\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u53ca\u8bc4\u4f30\u6807\u51c6\uff0c\u7ed3\u5408\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\uff0c\u63d0\u5347\u7b5b\u9009\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\n- \u5229\u7528\u77ed\u4fe1\u3001\u5fae\u4fe1\u7b49\u591a\u6e20\u9053\u63d0\u9192\u673a\u5236\uff0c\u51cf\u5c11\u9057\u6f0f\uff0c\u63d0\u5347\u60a3\u8005\u54cd\u5e94\u7387\u3002\n\n---\n\n\u901a\u8fc7\u4e0a\u8ff0\u5b8c\u5584\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u80fd\u591f\u79d1\u5b66\u3001\u7cfb\u7edf\u5730\u7b5b\u9009\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\uff0c\u63d0\u5347\u786e\u8ba4\u6548\u7387\u548c\u60a3\u8005\u53c2\u4e0e\u5ea6\uff0c\u786e\u4fdd\u4e34\u5e8a\u8bd5\u9a8c\u987a\u5229\u5f00\u5c55\u3002\n```" + }, + { + "ActionType": "Critique", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u5ba1\u67e5\u548c\u53cd\u9988\u5b8c\u5584\u540e\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u7684\u533b\u5b66\u5408\u7406\u6027\u53ca\u5b9e\u9645\u53ef\u884c\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u5b8c\u5584\u540e\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u6574\u4f53\u533b\u5b66\u5408\u7406\uff0c\u7ed3\u5408\u4e86CKD\u60a3\u8005\u7684\u4e34\u5e8a\u7279\u70b9\uff0c\u91cd\u70b9\u7a81\u51faeGFR\u52a8\u6001\u53d8\u5316\u3001\u86cb\u767d\u5c3f\u53ca\u8840\u538b\u63a7\u5236\uff0c\u4fdd\u969c\u4e86\u53d7\u8bd5\u8005\u7684\u5b89\u5168\u6027\u548c\u7b5b\u9009\u51c6\u786e\u6027\uff0c\u4e14\u6d41\u7a0b\u7ec6\u81f4\u3001\u64cd\u4f5c\u6027\u5f3a\uff0c\u9002\u5408\u4e34\u5e8a\u5b9e\u9645\u5e94\u7528\u3002\n\n\u5efa\u8bae\uff1a\n1. \u5728\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u4e2d\uff0c\u53ef\u589e\u52a0\u5bf9\u60a3\u8005\u8fd1\u671f\u7528\u836f\u8c03\u6574\u548c\u6025\u6027\u4e8b\u4ef6\uff08\u5982\u611f\u67d3\u3001\u8131\u6c34\u7b49\uff09\u7684\u5173\u6ce8\uff0c\u907f\u514d\u56e0\u77ed\u671f\u6ce2\u52a8\u8bef\u5224\u3002\n2. \u8054\u7edc\u73af\u8282\u5efa\u8bae\u589e\u8bbe\u60a3\u8005\u6559\u80b2\u73af\u8282\uff0c\u5f3a\u5316\u5bf9\u8bd5\u9a8c\u76ee\u7684\u548c\u6f5c\u5728\u98ce\u9669\u7684\u7406\u89e3\uff0c\u63d0\u5347\u60a3\u8005\u4f9d\u4ece\u6027\u548c\u4fe1\u4efb\u611f\u3002\n\n\u603b\u4f53\u65b9\u6848\u79d1\u5b66\u4e14\u5b9e\u7528\uff0c\u652f\u6301\u5c3d\u5feb\u5b9e\u65bd\u5e76\u6839\u636e\u5b9e\u9645\u53cd\u9988\u6301\u7eed\u4f18\u5316\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u51c6\u5907\u5b9e\u65bd\u786e\u8ba4\u53ca\u5b89\u6392\u4e0b\u4e00\u6b65\u8bc4\u4f30\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u80be\u810f\u75c5\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u91cd\u70b9\u589e\u52a0\u4e86\u5bf9\u8fd1\u671f\u7528\u836f\u8c03\u6574\u548c\u6025\u6027\u4e8b\u4ef6\u7684\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u5185\u5bb9\uff0c\u540c\u65f6\u5728\u8054\u7edc\u73af\u8282\u589e\u8bbe\u4e86\u60a3\u8005\u6559\u80b2\u73af\u8282\uff0c\u4ee5\u63d0\u5347\u60a3\u8005\u5bf9\u4e34\u5e8a\u8bd5\u9a8c\u7684\u7406\u89e3\u548c\u4f9d\u4ece\u6027\u3002\u4ee5\u4e0b\u662f\u6700\u7ec8\u4f18\u5316\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u51c6\u5907\u5f00\u5c55\u5b9e\u65bd\u5e76\u5b89\u6392\u4e0b\u4e00\u6b65\u8bc4\u4f30\u3002\n\n## Improved version of \u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\n```markdown\n\u4e00\u3001\u786e\u8ba4\u6d41\u7a0b\n\n1. \u8d44\u6599\u590d\u6838\uff08\u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u6267\u884c\uff09\n - \u6838\u5bf9\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u57fa\u672c\u4fe1\u606f\uff0c\u786e\u4fdd\u59d3\u540d\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u8054\u7cfb\u65b9\u5f0f\u51c6\u786e\u65e0\u8bef\u3002\n - \u590d\u6838\u8bca\u65ad\u4fe1\u606f\uff0c\u786e\u8ba4\u8bca\u65ad\u7f16\u7801\u7b26\u5408\u6162\u6027\u80be\u810f\u75c5\uff08CKD\uff093-4\u671f\u6807\u51c6\uff0c\u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u53ca\u5176\u4ed6\u4e25\u91cd\u80be\u810f\u75be\u75c5\u3002\n - \u5ba1\u67e5\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\uff0c\u91cd\u70b9\u5173\u6ce8\uff1a\n - eGFR\u503c\u53ca\u5176\u53d8\u5316\u8d8b\u52bf\uff0c\u786e\u8ba4\u60a3\u8005\u80be\u529f\u80fd\u7a33\u5b9a\u6216\u7f13\u6162\u4e0b\u964d\uff0c\u4e14\u5904\u4e8e30-59 ml/min/1.73m\u00b2\u8303\u56f4\u3002\n - \u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\uff08UACR\uff09\u662f\u5426\u5728\u7eb3\u5165\u8303\u56f4\uff0830-300 mg/g\u4e3a\u4e2d\u5ea6\u86cb\u767d\u5c3f\uff0c>300 mg/g\u4e3a\u91cd\u5ea6\u86cb\u767d\u5c3f\uff09\u3002\n - \u8840\u538b\u63a7\u5236\u60c5\u51b5\uff0c\u786e\u8ba4\u6536\u7f29\u538b\u7a33\u5b9a\u5728130-140 mmHg\uff0c\u8212\u5f20\u538b\u572880-90 mmHg\uff0c\u4e14\u65e0\u660e\u663e\u6ce2\u52a8\u3002\n - \u7528\u836f\u8bb0\u5f55\u6838\u67e5\uff0c\u786e\u8ba4\u60a3\u8005\u662f\u5426\u4f7f\u7528ACEI/ARB\u7c7b\u80be\u4fdd\u62a4\u836f\u7269\uff0c\u5242\u91cf\u5408\u7406\uff0c\u65e0\u80be\u6bd2\u6027\u6216\u6392\u9664\u836f\u7269\u3002\n - \u8bc4\u4f30\u60a3\u8005\u5408\u5e76\u75c7\u53ca\u6574\u4f53\u5065\u5eb7\u72b6\u51b5\uff0c\u786e\u8ba4\u65e0\u660e\u663e\u4e0d\u7a33\u5b9a\u56e0\u7d20\u3002\n - \u91cd\u70b9\u5173\u6ce8\u60a3\u8005\u8fd1\u671f\u662f\u5426\u6709\u7528\u836f\u8c03\u6574\u3001\u6025\u6027\u4e8b\u4ef6\uff08\u5982\u611f\u67d3\u3001\u8131\u6c34\u7b49\uff09\u53d1\u751f\uff0c\u907f\u514d\u56e0\u77ed\u671f\u6ce2\u52a8\u8bef\u5224\u3002\n - \u8d44\u6599\u590d\u6838\u540e\uff0c\u5f62\u6210\u521d\u6b65\u7b5b\u9009\u610f\u89c1\u3002\n\n2. \u80be\u810f\u75c5\u5b66\u5bb6\u4e13\u4e1a\u8bc4\u4f30\uff08\u7531\u80be\u810f\u75c5\u5b66\u5bb6\u6267\u884c\uff09\n - \u5bf9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u590d\u6838\u8d44\u6599\u8fdb\u884c\u4e13\u4e1a\u8bc4\u4f30\uff0c\u91cd\u70b9\u5173\u6ce8\uff1a\n - eGFR\u53ca\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\u7684\u53d8\u5316\u8d8b\u52bf\u548c\u7a33\u5b9a\u6027\u3002\n - \u8840\u538b\u63a7\u5236\u53ca\u7528\u836f\u5408\u7406\u6027\u3002\n - \u8bca\u65ad\u65f6\u95f4\u53ca\u75c5\u7a0b\uff0c\u786e\u4fdd\u4e3a\u6162\u6027\u7a33\u5b9a\u72b6\u6001\u3002\n - \u6392\u9664\u6025\u6027\u80be\u635f\u4f24\u548c\u5feb\u901f\u8fdb\u5c55\u6027\u80be\u75c5\u60a3\u8005\u3002\n - \u8bc4\u4f30\u60a3\u8005\u6574\u4f53\u5065\u5eb7\u53ca\u5408\u5e76\u75c7\u63a7\u5236\u60c5\u51b5\u3002\n - \u7ed3\u5408\u8fd1\u671f\u7528\u836f\u548c\u4e34\u5e8a\u4e8b\u4ef6\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\uff0c\u907f\u514d\u56e0\u77ed\u671f\u5f02\u5e38\u5f71\u54cd\u5224\u65ad\u3002\n - \u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u786e\u8ba4\u662f\u5426\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u63d0\u51fa\u662f\u5426\u8fdb\u5165\u4e0b\u4e00\u7b5b\u9009\u9636\u6bb5\u7684\u5efa\u8bae\u3002\n\n3. \u5f62\u6210\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\n - \u8bb0\u5f55\u786e\u8ba4\u7ed3\u679c\u53ca\u8bc4\u4f30\u610f\u89c1\uff0c\u5f52\u6863\u5f62\u6210\u6b63\u5f0f\u7684\u786e\u8ba4\u540d\u5355\u3002\n - \u5bf9\u4e0d\u7b26\u5408\u6807\u51c6\u8005\uff0c\u8bb0\u5f55\u6392\u9664\u539f\u56e0\uff0c\u4fbf\u4e8e\u540e\u7eed\u7ba1\u7406\u3002\n\n4. \u52a8\u6001\u98ce\u9669\u8bc4\u4f30\n - \u7ed3\u5408\u591a\u6b21\u5b9e\u9a8c\u5ba4\u6570\u636e\u548c\u4e34\u5e8a\u8868\u73b0\uff0c\u5224\u65ad\u60a3\u8005\u75c5\u60c5\u7a33\u5b9a\u6027\u3002\n - \u91cd\u70b9\u5173\u6ce8\u8fd1\u671f\u7528\u836f\u8c03\u6574\u548c\u6025\u6027\u4e8b\u4ef6\uff0c\u907f\u514d\u77ed\u671f\u6ce2\u52a8\u5bfc\u81f4\u8bef\u5224\u3002\n - \u5bf9\u80be\u529f\u80fd\u6ce2\u52a8\u8f83\u5927\u8005\uff0c\u5efa\u8bae\u5ef6\u540e\u7b5b\u9009\u6216\u5bc6\u5207\u89c2\u5bdf\u3002\n\n\u4e8c\u3001\u8054\u7edc\u65b9\u6848\n\n1. \u8054\u7cfb\u65b9\u5f0f\u786e\u8ba4\n - \u901a\u8fc7\u533b\u9662\u4fe1\u606f\u7cfb\u7edf\u6838\u5b9e\u60a3\u8005\u6700\u65b0\u8054\u7cfb\u65b9\u5f0f\uff08\u7535\u8bdd\u3001\u5fae\u4fe1\u7b49\uff09\uff0c\u786e\u4fdd\u4fe1\u606f\u51c6\u786e\u3002\n - \u5982\u4fe1\u606f\u4e0d\u5b8c\u6574\uff0c\u534f\u8c03\u76f8\u5173\u79d1\u5ba4\u8865\u5145\u66f4\u65b0\u3002\n\n2. \u521d\u6b65\u7535\u8bdd\u6c9f\u901a\uff08\u7531\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u6267\u884c\uff09\n - \u4ecb\u7ecd\u4e34\u5e8a\u8bd5\u9a8c\u7684\u76ee\u7684\u3001\u610f\u4e49\u53ca\u6d41\u7a0b\uff0c\u91cd\u70b9\u8bf4\u660e\u5b89\u5168\u6027\u548c\u60a3\u8005\u6743\u76ca\u3002\n - \u589e\u8bbe\u60a3\u8005\u6559\u80b2\u73af\u8282\uff0c\u8be6\u7ec6\u8bf4\u660e\u8bd5\u9a8c\u76ee\u7684\u3001\u53ef\u80fd\u7684\u6f5c\u5728\u98ce\u9669\u53ca\u53d7\u76ca\uff0c\u89e3\u7b54\u60a3\u8005\u7591\u95ee\uff0c\u589e\u5f3a\u4fe1\u4efb\u611f\u3002\n - \u9488\u5bf9\u60a3\u8005\u53ef\u80fd\u5173\u5fc3\u7684\u80be\u529f\u80fd\u53d8\u5316\u3001\u836f\u7269\u5b89\u5168\u7b49\u95ee\u9898\uff0c\u63d0\u4f9b\u7b80\u660e\u4e13\u4e1a\u7684\u533b\u5b66\u89e3\u91ca\u3002\n - \u786e\u8ba4\u60a3\u8005\u53c2\u4e0e\u610f\u613f\uff0c\u8bb0\u5f55\u6c9f\u901a\u5185\u5bb9\u53ca\u53cd\u9988\u3002\n\n3. \u5b89\u6392\u8fdb\u4e00\u6b65\u8bc4\u4f30\n - \u5bf9\u8868\u8fbe\u53c2\u4e0e\u610f\u613f\u7684\u60a3\u8005\uff0c\u534f\u8c03\u5b89\u6392\u9762\u8bca\u6216\u8fdb\u4e00\u6b65\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u65f6\u95f4\u3002\n - \u901a\u77e5\u76f8\u5173\u533b\u62a4\u4eba\u5458\u505a\u597d\u63a5\u5f85\u51c6\u5907\uff0c\u786e\u4fdd\u6d41\u7a0b\u987a\u7545\u3002\n - \u63d0\u524d\u901a\u8fc7\u77ed\u4fe1\u6216\u5fae\u4fe1\u53d1\u9001\u63d0\u9192\uff0c\u51cf\u5c11\u6f0f\u63a5\u7535\u8bdd\u98ce\u9669\u3002\n\n4. \u6c9f\u901a\u8bb0\u5f55\u4e0e\u4fe1\u606f\u7ba1\u7406\n - \u5168\u7a0b\u8bb0\u5f55\u6c9f\u901a\u5185\u5bb9\u3001\u60a3\u8005\u53cd\u9988\u53ca\u5b89\u6392\u60c5\u51b5\uff0c\u786e\u4fdd\u4fe1\u606f\u5b8c\u6574\u3001\u53ef\u8ffd\u8e2a\u3002\n - \u5efa\u7acb\u6807\u51c6\u5316\u6c9f\u901a\u8bb0\u5f55\u8868\u5355\uff0c\u4fbf\u4e8e\u540e\u7eed\u8ddf\u8e2a\u548c\u8d28\u91cf\u63a7\u5236\u3002\n\n\u4e09\u3001\u4f18\u5316\u5efa\u8bae\u53ca\u4fdd\u969c\u63aa\u65bd\n\n- \u5236\u5b9a\u6807\u51c6\u5316\u786e\u8ba4\u6d41\u7a0b\u8868\u5355\u548c\u533b\u5b66\u8bc4\u4f30\u8868\uff0c\u5305\u542b\u80be\u810f\u75c5\u5b66\u5bb6\u63d0\u51fa\u7684\u533b\u5b66\u8bc4\u4f30\u6807\u51c6\uff0c\u8f85\u52a9\u534f\u8c03\u5458\u5feb\u901f\u5224\u65ad\u3002\n- \u8bbe\u5b9a\u4e13\u4eba\u8d1f\u8d23\u6f5c\u5728\u53d7\u8bd5\u8005\u8054\u7edc\u548c\u534f\u8c03\uff0c\u63d0\u9ad8\u6c9f\u901a\u6548\u7387\u3002\n- \u5efa\u7acb\u591a\u5b66\u79d1\u534f\u4f5c\u673a\u5236\uff0c\u786e\u4fdd\u80be\u810f\u75c5\u5b66\u5bb6\u3001\u534f\u8c03\u5458\u53ca\u4e3b\u6cbb\u533b\u5e08\u4fe1\u606f\u540c\u6b65\uff0c\u53ca\u65f6\u89e3\u51b3\u95ee\u9898\u3002\n- \u5b9a\u671f\u56de\u987e\u548c\u4f18\u5316\u786e\u8ba4\u6d41\u7a0b\u53ca\u8bc4\u4f30\u6807\u51c6\uff0c\u7ed3\u5408\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\uff0c\u63d0\u5347\u7b5b\u9009\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\n- \u5229\u7528\u77ed\u4fe1\u3001\u5fae\u4fe1\u7b49\u591a\u6e20\u9053\u63d0\u9192\u673a\u5236\uff0c\u51cf\u5c11\u9057\u6f0f\uff0c\u63d0\u5347\u60a3\u8005\u54cd\u5e94\u7387\u3002\n- \u5728\u60a3\u8005\u6559\u80b2\u73af\u8282\u6301\u7eed\u4f18\u5316\u6c9f\u901a\u5185\u5bb9\uff0c\u589e\u5f3a\u60a3\u8005\u5bf9\u8bd5\u9a8c\u7684\u7406\u89e3\u548c\u4f9d\u4ece\u6027\u3002\n\n---\n\n\u901a\u8fc7\u4e0a\u8ff0\u8fdb\u4e00\u6b65\u5b8c\u5584\u7684\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\uff0c\u80fd\u591f\u66f4\u52a0\u79d1\u5b66\u3001\u7cfb\u7edf\u5730\u7b5b\u9009\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\uff0c\u63d0\u5347\u786e\u8ba4\u6548\u7387\u548c\u60a3\u8005\u53c2\u4e0e\u5ea6\uff0c\u4fdd\u969c\u4e34\u5e8a\u8bd5\u9a8c\u7684\u987a\u5229\u5f00\u5c55\u548c\u53d7\u8bd5\u8005\u5b89\u5168\u3002\n```\n\n\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u6309\u7167\u6b64\u6d41\u7a0b\u542f\u52a8\u6f5c\u5728\u53d7\u8bd5\u8005\u7684\u786e\u8ba4\u5de5\u4f5c\uff0c\u8054\u7cfb\u60a3\u8005\u5b89\u6392\u540e\u7eed\u8bc4\u4f30\uff0c\u5e76\u786e\u4fdd\u591a\u5b66\u79d1\u534f\u4f5c\u987a\u7545\u8fdb\u884c\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u80be\u810f\u75c5\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u6700\u7ec8\u7248\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u5b89\u6392\u65b9\u6848\uff0c\u8f93\u51fa\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\uff0c\u5b8c\u6210\u672c\u6b65\u9aa4\u4efb\u52a1\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u591a\u8f6e\u5b8c\u5584\uff0c\u5f53\u524d\u786e\u8ba4\u6d41\u7a0b\u548c\u8054\u7edc\u65b9\u6848\u5728\u533b\u5b66\u8bc4\u4f30\u3001\u52a8\u6001\u98ce\u9669\u63a7\u5236\u53ca\u60a3\u8005\u6c9f\u901a\u6559\u80b2\u7b49\u65b9\u9762\u5747\u5df2\u5145\u5206\u8003\u8651\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u79d1\u5b66\u6027\u548c\u4e34\u5e8a\u53ef\u64cd\u4f5c\u6027\uff0c\u9002\u5408\u5b9e\u9645\u6267\u884c\uff0c\u80fd\u591f\u6709\u6548\u7b5b\u9009\u5e76\u786e\u8ba4\u7b26\u5408\u7eb3\u5165\u6807\u51c6\u7684\u6162\u6027\u80be\u810f\u75c5\u6f5c\u5728\u53d7\u8bd5\u8005\u3002\n\n\u7ed3\u5408\u73b0\u6709\u6f5c\u5728\u53d7\u8bd5\u8005\u8d44\u6599\uff0c\u7ecf\u8bc4\u4f30\u8be5\u60a3\u8005\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u80be\u529f\u80fd\u7a33\u5b9a\uff0c\u8840\u538b\u63a7\u5236\u826f\u597d\uff0c\u4e14\u7528\u836f\u5408\u7406\uff0c\u65e0\u8fd1\u671f\u6025\u6027\u4e8b\u4ef6\uff0c\u5efa\u8bae\u8fdb\u5165\u4e0b\u4e00\u6b65\u8be6\u7ec6\u7b5b\u9009\u548c\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002\n\n\u73b0\u8f93\u51fa\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\u5982\u4e0b\uff1a\n\n```\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355\n[\n {\n \"\u60a3\u8005\u57fa\u672c\u4fe1\u606f\": {\n \"\u6027\u522b\": \"\u7537\",\n \"\u5e74\u9f84\": 65,\n \"\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\": \"ID123456\"\n },\n \"\u8bca\u65ad\u4fe1\u606f\": [\n {\"\u8bca\u65ad\u7f16\u7801\": \"N18.3\", \"\u8bca\u65ad\u65e5\u671f\": \"2023-01-10\"},\n {\"\u8bca\u65ad\u7f16\u7801\": \"N18.4\", \"\u8bca\u65ad\u65e5\u671f\": \"2023-04-15\"}\n ],\n \"\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\": {\n \"eGFR\": [58, 55, 52],\n \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\": [45, 50]\n },\n \"\u8840\u538b\u63a7\u5236\": {\n \"\u6536\u7f29\u538b\": [130, 128, 132],\n \"\u8212\u5f20\u538b\": [80, 78, 82]\n },\n \"\u7528\u836f\u8bb0\u5f55\": [\n {\"\u836f\u7269\u540d\u79f0\": \"\u6d1b\u6c99\u5766\", \"\u5242\u91cf\": \"50mg\"}\n ],\n \"\u7b5b\u9009\u7ed3\u8bba\": \"\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u4f4e\u98ce\u9669\uff0c\u5efa\u8bae\u8fdb\u5165\u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\"\n }\n]\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u786e\u8ba4\u7684\u6f5c\u5728\u53d7\u8bd5\u8005\u540d\u5355", + "content": "[\n {\n \"\u60a3\u8005\u57fa\u672c\u4fe1\u606f\": {\n \"\u6027\u522b\": \"\u7537\",\n \"\u5e74\u9f84\": 65,\n \"\u4f4f\u9662\u53f7/\u95e8\u8bca\u53f7\": \"ID123456\"\n },\n \"\u8bca\u65ad\u4fe1\u606f\": [\n {\"\u8bca\u65ad\u7f16\u7801\": \"N18.3\", \"\u8bca\u65ad\u65e5\u671f\": \"2023-01-10\"},\n {\"\u8bca\u65ad\u7f16\u7801\": \"N18.4\", \"\u8bca\u65ad\u65e5\u671f\": \"2023-04-15\"}\n ],\n \"\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u6570\u636e\": {\n \"eGFR\": [58, 55, 52],\n \"\u5c3f\u86cb\u767d/\u808c\u9150\u6bd4\": [45, 50]\n },\n \"\u8840\u538b\u63a7\u5236\": {\n \"\u6536\u7f29\u538b\": [130, 128, 132],\n \"\u8212\u5f20\u538b\": [80, 78, 82]\n },\n \"\u7528\u836f\u8bb0\u5f55\": [\n {\"\u836f\u7269\u540d\u79f0\": \"\u6d1b\u6c99\u5766\", \"\u5242\u91cf\": \"50mg\"}\n ],\n \"\u7b5b\u9009\u7ed3\u8bba\": \"\u7b26\u5408\u7eb3\u5165\u6807\u51c6\uff0c\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u4f4e\u98ce\u9669\uff0c\u5efa\u8bae\u8fdb\u5165\u8be6\u7ec6\u7b5b\u9009\u9636\u6bb5\"\n }\n]" + } + ], + "('/generate_basePlan', '\u5982\u4f55\u8865\u5145\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6", + "TaskContent": "\u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u53ca\u6587\u732e\u4e2d\u5173\u4e8e\u4e0d\u826f\u53cd\u5e94\u7684\u6570\u636e\u3002", + "InputObject_List": [], + "OutputObject": "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u63d0\u51fa\u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u65b9\u6848\uff0c\u5305\u62ec\u8bd5\u9a8c\u6570\u636e\u6574\u7406\u548c\u7b5b\u9009\u6807\u51c6\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75be\u75c5\u673a\u5236\uff0c\u63d0\u51fa\u4ece\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u6587\u732e\u4e2d\u7b5b\u9009\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u7b56\u7565\u548c\u91cd\u70b9\u5173\u6ce8\u70b9\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u53ca\u62a5\u544a\u7684\u6807\u51c6\u6d41\u7a0b\u548c\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027\u3002", + "ImportantInput": [] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u6587\u732e\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u5b89\u5168\u6027\u548c\u7b26\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u89c4\u8303\u7684\u7a0b\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6c47\u603b\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u7684\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action7" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u53ca\u6587\u732e\u4e2d\u5173\u4e8e\u4e0d\u826f\u53cd\u5e94\u7684\u6570\u636e\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7f3a\u53e3\u5206\u6790", + "TaskContent": "\u5206\u6790\u73b0\u6709\u6570\u636e\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u7f3a\u53e3\uff0c\u786e\u5b9a\u9700\u8981\u8865\u5145\u7684\u5177\u4f53\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002", + "InputObject_List": [ + "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e" + ], + "OutputObject": "\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u4e2d\u533b\u836f\u4e13\u5bb6", + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e2d\u533b\u836f\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u4e2d\u836f\u6210\u5206\u53ef\u80fd\u5bfc\u81f4\u7684\u4e0d\u826f\u53cd\u5e94\u7f3a\u53e3\u53ca\u8865\u5145\u65b9\u5411\u3002", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u5206\u6790\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u8bc6\u522b\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u76f8\u5173\u7684\u6f5c\u5728\u75c5\u7406\u751f\u7406\u5b66\u7f3a\u53e3\u3002", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u62a5\u544a\u8fc7\u7a0b\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\uff0c\u5e76\u5efa\u8bae\u6539\u8fdb\u63aa\u65bd\u4ee5\u8865\u5145\u7f3a\u5931\u6570\u636e\u3002", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u4e2d\u533b\u836f\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6539\u8fdb\u63aa\u65bd\u7684\u53ef\u884c\u6027\u53ca\u79d1\u5b66\u5408\u7406\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6839\u636e\u4e2d\u533b\u836f\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u660e\u786e\u9700\u8865\u5145\u7684\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5206\u6790\u73b0\u6709\u6570\u636e\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u7f3a\u53e3\uff0c\u786e\u5b9a\u9700\u8981\u8865\u5145\u7684\u5177\u4f53\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e2d\u533b\u836f\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u8bbe\u8ba1\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76\u65b9\u6848", + "TaskContent": "\u6839\u636e\u6570\u636e\u7f3a\u53e3\uff0c\u8bbe\u8ba1\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u4ee5\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002", + "InputObject_List": [ + "\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u8865\u5145\u7814\u7a76\u65b9\u6848", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u4e34\u5e8a\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u7814\u7a76\u76ee\u6807\u548c\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u836f\u7269\u5b89\u5168\u6027\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u5177\u4f53\u65b9\u6848\u5efa\u8bae\uff0c\u786e\u4fdd\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f62\u6210\u521d\u6b65\u7684\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76\u65b9\u6848\u8349\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7814\u7a76\u65b9\u6848\u8349\u6848\uff0c\u6307\u51fa\u65b9\u6848\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u98ce\u9669\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7814\u7a76\u65b9\u6848\uff0c\u5b8c\u5584\u7814\u7a76\u8bbe\u8ba1\u7ec6\u8282\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u4e14\u53ef\u64cd\u4f5c\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u5bf9\u4f18\u5316\u540e\u7684\u7814\u7a76\u65b9\u6848\u8fdb\u884c\u6700\u7ec8\u5ba1\u6838\uff0c\u786e\u8ba4\u65b9\u6848\u7b26\u5408\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u9700\u6c42\uff0c\u5f62\u6210\u6b63\u5f0f\u7684\u8865\u5145\u7814\u7a76\u65b9\u6848\u6587\u6863\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u6839\u636e\u6570\u636e\u7f3a\u53e3\uff0c\u8bbe\u8ba1\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u4ee5\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8865\u5145\u7814\u7a76\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5f00\u5c55\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76", + "TaskContent": "\u6309\u7167\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u91c7\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002", + "InputObject_List": [ + "\u8865\u5145\u7814\u7a76\u65b9\u6848" + ], + "OutputObject": "\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "AgentSelection": [ + "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u8865\u5145\u7814\u7a76\u65b9\u6848\uff0c\u63d0\u51fa\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u660e\u786e\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002", + "ImportantInput": [ + "InputObject:\u8865\u5145\u7814\u7a76\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u79d1\u5b66\u6027\u3002", + "ImportantInput": [ + "InputObject:\u8865\u5145\u7814\u7a76\u65b9\u6848" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6839\u636e\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u6536\u96c6\u548c\u5206\u6790\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u5b8c\u5584\u540e\u7684\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\uff0c\u6536\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e76\u6574\u7406\u6c47\u603b\uff0c\u5f62\u6210\u6700\u7ec8\u6570\u636e\u96c6\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u6309\u7167\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u91c7\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u8865\u5145\u7814\u7a76\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u6574\u5408\u4e0e\u5206\u6790", + "TaskContent": "\u6574\u5408\u73b0\u6709\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u3002", + "InputObject_List": [ + "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e" + ], + "OutputObject": "\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u6574\u5408\u6570\u636e\u7684\u521d\u6b65\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u6807\u51c6\u5316\u548c\u5206\u7c7b\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "InputObject:\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u9488\u5bf9\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u65b9\u6848\uff0c\u63d0\u51fa\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u5206\u6790\u6307\u6807\u548c\u65b9\u6cd5\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u524d\u4e24\u6b65\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u5206\u6790\u65b9\u6848\uff0c\u63d0\u51fa\u5229\u7528\u8ba1\u7b97\u6a21\u578b\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u6570\u636e\u6a21\u62df\u7684\u65b9\u6cd5\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6574\u5408\u65b9\u6848\u4e0e\u5206\u6790\u65b9\u6cd5\u7684\u5b89\u5168\u6027\u548c\u98ce\u9669\u63a7\u5236\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u6a21\u578b\uff0c\u4f18\u5316\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u6d41\u7a0b\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u5206\u6790\u7ed3\u679c\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7ed3\u8bba\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u6574\u5408\u73b0\u6709\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u66f4\u65b0\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u53d1\u5e03", + "TaskContent": "\u6839\u636e\u7efc\u5408\u5206\u6790\u7ed3\u679c\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u8d44\u6599\u3002", + "InputObject_List": [ + "\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599", + "AgentSelection": [ + "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u5173\u4e8e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u7684\u75c5\u7406\u673a\u5236\u548c\u53ef\u80fd\u7684\u4e34\u5e8a\u8868\u73b0\u3002", + "ImportantInput": [ + "InputObject:\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5bf9\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u6536\u96c6\u3001\u5206\u6790\u548c\u62a5\u544a\u65b9\u6cd5\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u4ee5\u63d0\u9ad8\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ImportantInput": [ + "InputObject:\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6db2\u6001\u91d1\u5c5e\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u5bf9\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u4e2d\u6f5c\u5728\u98ce\u9669\u56e0\u7d20\u7684\u5b9a\u91cf\u5206\u6790\u6a21\u578b\u3002", + "ImportantInput": [ + "InputObject:\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5efa\u8bae\u548c\u6a21\u578b\u7684\u79d1\u5b66\u5408\u7406\u6027\u4e0e\u4e34\u5e8a\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u65b9\u6848\uff0c\u786e\u4fdd\u5176\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9a\u91cf\u5206\u6790\u6a21\u578b\uff0c\u63d0\u9ad8\u9884\u6d4b\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u51c6\u786e\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5206\u6790\u7ed3\u679c\u548c\u5efa\u8bae\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u6570\u636e\u8d44\u6599\uff0c\u5f62\u6210\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u6839\u636e\u7efc\u5408\u5206\u6790\u7ed3\u679c\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u8d44\u6599\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u8865\u5145\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u8865\u5145\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff1f', 'Collaboration Process': [{'StepName': '\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6', 'TaskContent': '\u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u53ca\u6587\u732e\u4e2d\u5173\u4e8e\u4e0d\u826f\u53cd\u5e94\u7684\u6570\u636e\u3002', 'InputObject_List': [], 'OutputObject': '\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u7684\u4e34\u5e8a\u8bd5\u9a8c\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u53ca\u6587\u732e\u4e2d\u5173\u4e8e\u4e0d\u826f\u53cd\u5e94\u7684\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u63d0\u51fa\u6536\u96c6\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u65b9\u6848\uff0c\u5305\u62ec\u8bd5\u9a8c\u6570\u636e\u6574\u7406\u548c\u7b5b\u9009\u6807\u51c6\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75be\u75c5\u673a\u5236\uff0c\u63d0\u51fa\u4ece\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u6587\u732e\u4e2d\u7b5b\u9009\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u7b56\u7565\u548c\u91cd\u70b9\u5173\u6ce8\u70b9\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u53ca\u62a5\u544a\u7684\u6807\u51c6\u6d41\u7a0b\u548c\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u6587\u732e\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}, {'ActionType': 'Critique', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u5b89\u5168\u6027\u548c\u7b26\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u89c4\u8303\u7684\u7a0b\u5ea6\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6c47\u603b\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u7684\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action7']}]}, {'StepName': '\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7f3a\u53e3\u5206\u6790', 'TaskContent': '\u5206\u6790\u73b0\u6709\u6570\u636e\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u7f3a\u53e3\uff0c\u786e\u5b9a\u9700\u8981\u8865\u5145\u7684\u5177\u4f53\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002', 'InputObject_List': ['\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e'], 'OutputObject': '\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u4e2d\u533b\u836f\u4e13\u5bb6', '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e2d\u533b\u836f\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5206\u6790\u73b0\u6709\u6570\u636e\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u7f3a\u53e3\uff0c\u786e\u5b9a\u9700\u8981\u8865\u5145\u7684\u5177\u4f53\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e2d\u533b\u836f\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u4e2d\u836f\u6210\u5206\u53ef\u80fd\u5bfc\u81f4\u7684\u4e0d\u826f\u53cd\u5e94\u7f3a\u53e3\u53ca\u8865\u5145\u65b9\u5411\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u5206\u6790\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u8bc6\u522b\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u76f8\u5173\u7684\u6f5c\u5728\u75c5\u7406\u751f\u7406\u5b66\u7f3a\u53e3\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u62a5\u544a\u8fc7\u7a0b\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\uff0c\u5e76\u5efa\u8bae\u6539\u8fdb\u63aa\u65bd\u4ee5\u8865\u5145\u7f3a\u5931\u6570\u636e\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u4e2d\u533b\u836f\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6539\u8fdb\u63aa\u65bd\u7684\u53ef\u884c\u6027\u53ca\u79d1\u5b66\u5408\u7406\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u6839\u636e\u4e2d\u533b\u836f\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u65b9\u6848\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u660e\u786e\u9700\u8865\u5145\u7684\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2', 'ActionResult:Action5']}]}, {'StepName': '\u8bbe\u8ba1\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76\u65b9\u6848', 'TaskContent': '\u6839\u636e\u6570\u636e\u7f3a\u53e3\uff0c\u8bbe\u8ba1\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u4ee5\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002', 'InputObject_List': ['\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u8865\u5145\u7814\u7a76\u65b9\u6848', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6839\u636e\u6570\u636e\u7f3a\u53e3\uff0c\u8bbe\u8ba1\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u4ee5\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u8865\u5145\u7814\u7a76\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u4e34\u5e8a\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u7814\u7a76\u76ee\u6807\u548c\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u836f\u7269\u5b89\u5168\u6027\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u5177\u4f53\u65b9\u6848\u5efa\u8bae\uff0c\u786e\u4fdd\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u7ed3\u5408\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f62\u6210\u521d\u6b65\u7684\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76\u65b9\u6848\u8349\u6848\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u8bc4\u5ba1\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7814\u7a76\u65b9\u6848\u8349\u6848\uff0c\u6307\u51fa\u65b9\u6848\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u98ce\u9669\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7814\u7a76\u65b9\u6848\uff0c\u5b8c\u5584\u7814\u7a76\u8bbe\u8ba1\u7ec6\u8282\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u4e14\u53ef\u64cd\u4f5c\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u5bf9\u4f18\u5316\u540e\u7684\u7814\u7a76\u65b9\u6848\u8fdb\u884c\u6700\u7ec8\u5ba1\u6838\uff0c\u786e\u8ba4\u65b9\u6848\u7b26\u5408\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u9700\u6c42\uff0c\u5f62\u6210\u6b63\u5f0f\u7684\u8865\u5145\u7814\u7a76\u65b9\u6848\u6587\u6863\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u5f00\u5c55\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76', 'TaskContent': '\u6309\u7167\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u91c7\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002', 'InputObject_List': ['\u8865\u5145\u7814\u7a76\u65b9\u6848'], 'OutputObject': '\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'AgentSelection': ['\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u8865\u5145\u7814\u7a76\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6309\u7167\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u6216\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u91c7\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u8865\u5145\u7814\u7a76\u65b9\u6848\uff0c\u63d0\u51fa\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u660e\u786e\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u8865\u5145\u7814\u7a76\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u6280\u672f\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u79d1\u5b66\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u8865\u5145\u7814\u7a76\u65b9\u6848']}, {'ActionType': 'Critique', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u6839\u636e\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u6536\u96c6\u548c\u5206\u6790\u65b9\u6848\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458', 'Description': '\u6839\u636e\u5b8c\u5584\u540e\u7684\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\uff0c\u6536\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e76\u6574\u7406\u6c47\u603b\uff0c\u5f62\u6210\u6700\u7ec8\u6570\u636e\u96c6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}]}, {'StepName': '\u6570\u636e\u6574\u5408\u4e0e\u5206\u6790', 'TaskContent': '\u6574\u5408\u73b0\u6709\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u3002', 'InputObject_List': ['\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', '\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e'], 'OutputObject': '\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u6574\u5408\u73b0\u6709\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u548c\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u63d0\u51fa\u6574\u5408\u6570\u636e\u7684\u521d\u6b65\u65b9\u6848\uff0c\u5305\u62ec\u6570\u636e\u6807\u51c6\u5316\u548c\u5206\u7c7b\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e', 'InputObject:\u65b0\u6536\u96c6\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u9488\u5bf9\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u65b9\u6848\uff0c\u63d0\u51fa\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u5206\u6790\u6307\u6807\u548c\u65b9\u6cd5\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u524d\u4e24\u6b65\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u5206\u6790\u65b9\u6848\uff0c\u63d0\u51fa\u5229\u7528\u8ba1\u7b97\u6a21\u578b\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u6570\u636e\u6a21\u62df\u7684\u65b9\u6cd5\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6574\u5408\u65b9\u6848\u4e0e\u5206\u6790\u65b9\u6cd5\u7684\u5b89\u5168\u6027\u548c\u98ce\u9669\u63a7\u5236\u6709\u6548\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u6a21\u578b\uff0c\u4f18\u5316\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u6d41\u7a0b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u5206\u6790\u7ed3\u679c\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7ed3\u8bba\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u66f4\u65b0\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u53d1\u5e03', 'TaskContent': '\u6839\u636e\u7efc\u5408\u5206\u6790\u7ed3\u679c\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u8d44\u6599\u3002', 'InputObject_List': ['\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599', 'AgentSelection': ['\u75c5\u7406\u751f\u7406\u5b66\u5bb6', '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u836f\u7269\u5b89\u5168\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u6839\u636e\u7efc\u5408\u5206\u6790\u7ed3\u679c\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u8d44\u6599\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u75c5\u7406\u751f\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u5173\u4e8e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u7684\u75c5\u7406\u673a\u5236\u548c\u53ef\u80fd\u7684\u4e34\u5e8a\u8868\u73b0\u3002', 'ID': 'Action1', 'ImportantInput': 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\u5173\u6ce8\u4e0e\u8840\u6db2\u52a8\u529b\u5b66\u53d8\u5316\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u5305\u62ec\u8840\u7ba1\u6269\u5f20\u3001\u8840\u7ba1\u901a\u900f\u6027\u589e\u52a0\u3001\u8840\u6d41\u52a8\u529b\u5b66\u4e0d\u7a33\u7b49\u63cf\u8ff0\u3002 \n3. \u7b5b\u9009\u53ef\u80fd\u5f71\u54cd\u8840\u6db2\u51dd\u56fa\u529f\u80fd\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u5982\u51fa\u8840\u503e\u5411\u3001\u8840\u5c0f\u677f\u51cf\u5c11\u3001\u51dd\u8840\u5f02\u5e38\u7b49\uff0c\u56e0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u5177\u6709\u6d3b\u8840\u5316\u7600\u4f5c\u7528\uff0c\u53ef\u80fd\u5f71\u54cd\u6b62\u8840\u673a\u5236\uff0c\u8fdb\u800c\u5f71\u54cd\u5931\u8840\u6027\u4f11\u514b\u7684\u98ce\u9669\u3002 \n4. 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"\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u53ca\u62a5\u544a\u7684\u6807\u51c6\u6d41\u7a0b\u548c\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u6536\u96c6\u3001\u5206\u6790\u53ca\u62a5\u544a\uff0c\u7ed3\u5408\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u548c\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6807\u51c6\u5316\u6d41\u7a0b\u548c\u65b9\u6cd5\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027\uff1a\n\n\u4e00\u3001\u6570\u636e\u6536\u96c6\u6807\u51c6\u6d41\u7a0b\n\n1. \u6570\u636e\u6765\u6e90\u7edf\u4e00\u89c4\u8303 \n- \u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\uff1a\u6db5\u76d6\u6240\u6709\u9636\u6bb5\uff08I-IV\u671f\uff09\u4e34\u5e8a\u8bd5\u9a8c\u539f\u59cb\u6570\u636e\u53ca\u603b\u7ed3\u62a5\u544a\u3002 \n- \u836f\u54c1\u8bf4\u660e\u4e66\uff1a\u6536\u96c6\u6700\u65b0\u7248\u672c\u8bf4\u660e\u4e66\u4e2d\u6240\u6709\u5217\u660e\u7684\u4e0d\u826f\u53cd\u5e94\u53ca\u9891\u7387\u3002 \n- \u516c\u5f00\u6587\u732e\uff1a\u7cfb\u7edf\u68c0\u7d22\u56fd\u5185\u5916\u6570\u636e\u5e93\uff0c\u7b5b\u9009\u76f8\u5173\u4e34\u5e8a\u7814\u7a76\u3001\u75c5\u4f8b\u62a5\u544a\u3001\u7cfb\u7edf\u8bc4\u4ef7\u3002 \n- \u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u7cfb\u7edf\uff1a\u83b7\u53d6\u4e0a\u5e02\u540e\u76d1\u6d4b\u6570\u636e\u53ca\u81ea\u53d1\u62a5\u544a\u3002 \n\n2. \u6570\u636e\u91c7\u96c6\u5de5\u5177\u4e0e\u6a21\u677f \n- \u5efa\u7acb\u7edf\u4e00\u7684\u7535\u5b50\u6570\u636e\u6536\u96c6\u8868\uff08eCRF\uff09\uff0c\u6db5\u76d6\u53d7\u8bd5\u8005\u57fa\u672c\u4fe1\u606f\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\uff09\u3001\u7528\u836f\u4fe1\u606f\uff08\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\u3001\u7ed9\u836f\u9014\u5f84\uff09\u3001\u4e0d\u826f\u53cd\u5e94\u8be6\u7ec6\u63cf\u8ff0\uff08\u7c7b\u578b\u3001\u53d1\u751f\u65f6\u95f4\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5904\u7406\u63aa\u65bd\u3001\u7ed3\u5c40\uff09\u3001\u76f8\u5173\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u7ed3\u679c\u7b49\u3002 \n- \u91c7\u7528\u56fd\u9645\u901a\u7528\u6807\u51c6\u672f\u8bed\uff08\u5982MedDRA\uff09\u5bf9\u4e0d\u826f\u53cd\u5e94\u8fdb\u884c\u7f16\u7801\uff0c\u786e\u4fdd\u672f\u8bed\u4e00\u81f4\u6027\u3002 \n\n3. \u6570\u636e\u8d28\u91cf\u63a7\u5236 \n- \u8bbe\u7acb\u4e13\u95e8\u7684\u6570\u636e\u6838\u67e5\u5c0f\u7ec4\uff0c\u5b9a\u671f\u8fdb\u884c\u6570\u636e\u5b8c\u6574\u6027\u3001\u903b\u8f91\u6027\u68c0\u67e5\uff0c\u6392\u67e5\u7f3a\u5931\u3001\u77db\u76fe\u53ca\u5f02\u5e38\u503c\u3002 \n- \u5bf9\u5173\u952e\u5b57\u6bb5\u8fdb\u884c\u53cc\u5f55\u5165\u6216\u590d\u6838\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u3002 \n- \u660e\u786e\u7eb3\u5165\u4e0e\u6392\u9664\u6807\u51c6\uff0c\u6392\u9664\u65e0\u5173\u6216\u4e0d\u5b8c\u6574\u6570\u636e\u3002 \n\n\u4e8c\u3001\u6570\u636e\u5206\u6790\u6807\u51c6\u65b9\u6cd5\n\n1. \u6570\u636e\u9884\u5904\u7406 \n- \u7edf\u4e00\u4e0d\u826f\u53cd\u5e94\u672f\u8bed\u548c\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff0c\u91c7\u7528\u56fd\u9645\u516c\u8ba4\u7684\u5206\u7ea7\u6807\u51c6\uff08\u5982CTCAE\uff09\u3002 \n- \u6309\u8bd5\u9a8c\u8bbe\u8ba1\u5206\u7ec4\uff08\u7528\u836f\u7ec4\u3001\u5bf9\u7167\u7ec4\uff09\u8fdb\u884c\u5f52\u7c7b\u3002 \n- \u5904\u7406\u7f3a\u5931\u6570\u636e\uff0c\u91c7\u7528\u5408\u7406\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u591a\u91cd\u63d2\u8865\uff09\u51cf\u5c11\u504f\u501a\u3002 \n\n2. \u7edf\u8ba1\u5206\u6790 \n- \u9891\u7387\u5206\u6790\uff1a\u8ba1\u7b97\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u3001\u53d1\u751f\u65f6\u95f4\u5206\u5e03\u3001\u4e25\u91cd\u7a0b\u5ea6\u6bd4\u4f8b\u3002 \n- \u6bd4\u8f83\u5206\u6790\uff1a\u7528\u836f\u7ec4\u4e0e\u5bf9\u7167\u7ec4\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u6bd4\u8f83\uff0c\u91c7\u7528\u5361\u65b9\u68c0\u9a8c\u6216Fisher\u7cbe\u786e\u68c0\u9a8c\u3002 \n- \u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u5206\u6790\uff0c\u8bc4\u4f30\u4e0d\u826f\u53cd\u5e94\u4e0e\u5242\u91cf\u7684\u76f8\u5173\u6027\u3002 \n- \u4e9a\u7ec4\u5206\u6790\uff1a\u57fa\u4e8e\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u7b49\u56e0\u7d20\uff0c\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u5dee\u5f02\u3002 \n- \u4fe1\u53f7\u68c0\u6d4b\uff1a\u7ed3\u5408\u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u6570\u636e\uff0c\u91c7\u7528\u6bd4\u503c\u6bd4\uff08ROR\uff09\u3001\u4fe1\u606f\u6210\u5206\uff08IC\uff09\u7b49\u65b9\u6cd5\u8bc6\u522b\u6f5c\u5728\u5b89\u5168\u4fe1\u53f7\u3002 \n\n3. \u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u673a\u5236 \n- \u9488\u5bf9\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\uff0c\u8fdb\u884c\u91cd\u70b9\u5206\u6790\uff0c\u8bc4\u4f30\u5176\u4e0e\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u7684\u5173\u8054\u3002 \n- \u7ed3\u5408\u6587\u732e\u548c\u4e34\u5e8a\u6848\u4f8b\uff0c\u8fdb\u884c\u56e0\u679c\u5173\u7cfb\u5224\u5b9a\u3002 \n\n\u4e09\u3001\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u62a5\u544a\u89c4\u8303\n\n1. \u62a5\u544a\u5185\u5bb9 \n- \u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u603b\u4f53\u60c5\u51b5\u53ca\u8be6\u7ec6\u5206\u7c7b\u3002 \n- \u91cd\u70b9\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u9891\u7387\u3001\u4e25\u91cd\u7a0b\u5ea6\u53ca\u5904\u7406\u7ed3\u679c\u3002 \n- \u7edf\u8ba1\u5206\u6790\u7ed3\u679c\u53ca\u4fe1\u53f7\u68c0\u6d4b\u7ed3\u8bba\u3002 \n- \u4e0e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u7684\u4e13\u9879\u5206\u6790\u3002 \n- \u6570\u636e\u6765\u6e90\u53ca\u8d28\u91cf\u63a7\u5236\u63aa\u65bd\u8bf4\u660e\u3002 \n\n2. \u62a5\u544a\u683c\u5f0f \n- \u9075\u5faa\u836f\u54c1\u76d1\u7ba1\u90e8\u95e8\u548c\u56fd\u9645\u836f\u7269\u5b89\u5168\u62a5\u544a\u6307\u5357\uff08\u5982ICH E2B\u683c\u5f0f\uff09\u3002 \n- \u56fe\u8868\u6e05\u6670\uff0c\u4fbf\u4e8e\u7406\u89e3\u548c\u51b3\u7b56\u652f\u6301\u3002 \n\n3. \u62a5\u544a\u63d0\u4ea4\u4e0e\u5b58\u6863 \n- \u5b9a\u671f\u5411\u836f\u54c1\u76d1\u7ba1\u673a\u6784\u63d0\u4ea4\u5b89\u5168\u6027\u66f4\u65b0\u62a5\u544a\uff08PSUR/PBRER\uff09\u3002 \n- \u5efa\u7acb\u5185\u90e8\u6570\u636e\u5e93\uff0c\u6301\u7eed\u66f4\u65b0\u548c\u7ef4\u62a4\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 \n\n\u56db\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae\n\n- \u7ed3\u5408\u6536\u96c6\u548c\u5206\u6790\u7ed3\u679c\uff0c\u5236\u5b9a\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\uff08RMP\uff09\uff0c\u5b8c\u5584\u98ce\u9669\u9632\u8303\u63aa\u65bd\u3002 \n- \u6301\u7eed\u76d1\u6d4b\u65b0\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u53ca\u65f6\u8c03\u6574\u7528\u836f\u6307\u5357\u3002 \n- \u52a0\u5f3a\u4e0e\u4e34\u5e8a\u3001\u75c5\u7406\u673a\u5236\u4e13\u5bb6\u7684\u534f\u4f5c\uff0c\u63d0\u5347\u5b89\u5168\u6027\u8bc4\u4ef7\u7684\u79d1\u5b66\u6027\u548c\u7cbe\u51c6\u6027\u3002 \n\n\u7efc\u4e0a\uff0c\u901a\u8fc7\u6807\u51c6\u5316\u3001\u7cfb\u7edf\u5316\u7684\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u62a5\u544a\u6d41\u7a0b\uff0c\u786e\u4fdd\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u4e3a\u836f\u7269\u5b89\u5168\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u4f9d\u636e\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u6587\u732e\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u5173\u6ce8\u70b9\u7684\u5efa\u8bae\uff0c\u4ee5\u53ca\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6807\u51c6\u5316\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u6211\u5bf9\u4e34\u5e8a\u8bd5\u9a8c\u53ca\u6587\u732e\u6570\u636e\u6536\u96c6\u65b9\u6848\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u786e\u4fdd\u6570\u636e\u6536\u96c6\u65e2\u5168\u9762\u53c8\u5177\u6709\u9488\u5bf9\u6027\uff0c\u540c\u65f6\u4fdd\u8bc1\u6570\u636e\u7684\u8d28\u91cf\u548c\u540e\u7eed\u5206\u6790\u7684\u79d1\u5b66\u6027\u3002\n\n## Improved version of \u4e34\u5e8a\u8bd5\u9a8c\u53ca\u6587\u732e\u6570\u636e\u6536\u96c6\u65b9\u6848\n```\n\u4e00\u3001\u6570\u636e\u6765\u6e90\u53ca\u6536\u96c6\u8303\u56f4 \n1. \u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u5e93 \n- \u5168\u9762\u6536\u96c6\u6d89\u53ca\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u5404\u671f\u4e34\u5e8a\u8bd5\u9a8c\u539f\u59cb\u6570\u636e\u548c\u603b\u7ed3\u62a5\u544a\uff08I-IV\u671f\uff09\uff0c\u7279\u522b\u5173\u6ce8\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u548c\u4e0a\u5e02\u540e\u76d1\u6d4b\u6570\u636e\u3002 \n- \u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u91cd\u70b9\u7b5b\u9009\u5faa\u73af\u7cfb\u7edf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 \n\n2. \u836f\u54c1\u8bf4\u660e\u4e66 \n- \u6574\u7406\u6700\u65b0\u7248\u672c\u8bf4\u660e\u4e66\u4e2d\u6240\u6709\u4e0d\u826f\u53cd\u5e94\u53ca\u5176\u53d1\u751f\u9891\u7387\uff0c\u91cd\u70b9\u5173\u6ce8\u8b66\u793a\u3001\u7981\u5fcc\u53ca\u614e\u7528\u4eba\u7fa4\u4e2d\u4e0e\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u76f8\u5173\u7684\u5185\u5bb9\u3002 \n\n3. \u516c\u5f00\u6587\u732e \n- \u7cfb\u7edf\u68c0\u7d22\u56fd\u5185\u5916\u6570\u636e\u5e93\uff08CNKI\u3001PubMed\u3001\u4e07\u65b9\u7b49\uff09\uff0c\u7b5b\u9009\u5305\u542b\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u62a5\u9053\u7684\u4e34\u5e8a\u7814\u7a76\u3001\u75c5\u4f8b\u62a5\u544a\u53ca\u7cfb\u7edf\u8bc4\u4ef7\u3002 \n- \u9488\u5bf9\u5faa\u73af\u8840\u5bb9\u91cf\u51cf\u5c11\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u5f02\u5e38\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u7b49\u5173\u952e\u8bcd\u8fdb\u884c\u91cd\u70b9\u7b5b\u9009\u3002 \n\n4. \u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u7cfb\u7edf \n- \u83b7\u53d6\u56fd\u5bb6\u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u4e2d\u5fc3\u53ca\u76f8\u5173\u81ea\u53d1\u62a5\u544a\u6570\u636e\u5e93\u4e2d\u7684\u4e0a\u5e02\u540e\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u91cd\u70b9\u5173\u6ce8\u4e0e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u7684\u5b89\u5168\u4fe1\u53f7\u3002 \n\n\u4e8c\u3001\u6570\u636e\u6536\u96c6\u4e0e\u6574\u7406\u6d41\u7a0b \n1. \u5efa\u7acb\u7edf\u4e00\u7535\u5b50\u6570\u636e\u6536\u96c6\u8868\uff08eCRF\uff09\uff0c\u6db5\u76d6\u4ee5\u4e0b\u5185\u5bb9\uff1a \n- \u53d7\u8bd5\u8005\u57fa\u672c\u4fe1\u606f\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u53ca\u5408\u5e76\u75c7\uff09 \n- \u7528\u836f\u4fe1\u606f\uff08\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\u3001\u7ed9\u836f\u9014\u5f84\uff09 \n- \u4e0d\u826f\u53cd\u5e94\u8be6\u7ec6\u63cf\u8ff0\uff08\u7c7b\u578b\u3001\u53d1\u751f\u65f6\u95f4\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5904\u7406\u63aa\u65bd\u3001\u7ed3\u5c40\uff09 \n- \u76f8\u5173\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u7ed3\u679c\uff08\u8840\u6db2\u52a8\u529b\u5b66\u6307\u6807\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u6807\u5fd7\u7269\u7b49\uff09 \n\n2. \u91c7\u7528\u56fd\u9645\u6807\u51c6\u672f\u8bed\uff08MedDRA\uff09\u5bf9\u4e0d\u826f\u53cd\u5e94\u8fdb\u884c\u7f16\u7801\uff0c\u7edf\u4e00\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff08\u5982CTCAE\u6807\u51c6\uff09\u3002 \n\n3. \u5bf9\u4e0d\u540c\u6765\u6e90\u6570\u636e\u8fdb\u884c\u6807\u51c6\u5316\u5904\u7406\uff0c\u786e\u4fdd\u672f\u8bed\u4e00\u81f4\u6027\u548c\u6570\u636e\u53ef\u6bd4\u6027\u3002 \n\n4. \u6309\u8bd5\u9a8c\u8bbe\u8ba1\u5206\u7ec4\uff08\u7528\u836f\u7ec4\u3001\u5bf9\u7167\u7ec4\uff09\u5f52\u7c7b\u6570\u636e\uff0c\u4fbf\u4e8e\u4e0d\u826f\u53cd\u5e94\u5f52\u56e0\u5206\u6790\u3002 \n\n5. \u8bbe\u7acb\u6570\u636e\u8d28\u91cf\u63a7\u5236\u673a\u5236\uff1a \n- \u7ec4\u7ec7\u4e13\u95e8\u6570\u636e\u6838\u67e5\u5c0f\u7ec4\uff0c\u5b9a\u671f\u68c0\u67e5\u6570\u636e\u5b8c\u6574\u6027\u3001\u903b\u8f91\u6027\uff0c\u6392\u67e5\u7f3a\u5931\u53ca\u5f02\u5e38\u503c\u3002 \n- \u5173\u952e\u5b57\u6bb5\u53cc\u5f55\u5165\u6216\u590d\u6838\uff0c\u786e\u4fdd\u51c6\u786e\u6027\u3002 \n- \u660e\u786e\u7eb3\u5165\u4e0e\u6392\u9664\u6807\u51c6\uff0c\u6392\u9664\u6570\u636e\u7f3a\u5931\u4e25\u91cd\u6216\u65e0\u6cd5\u786e\u8ba4\u76f8\u5173\u6027\u7684\u8bb0\u5f55\u3002 \n\n\u4e09\u3001\u7b5b\u9009\u6807\u51c6 \n1. \u7eb3\u5165\u6807\u51c6 \n- \u660e\u786e\u8bb0\u5f55\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u540e\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u53ef\u8ffd\u6eaf\u3002 \n- \u5305\u542b\u4e0e\u5faa\u73af\u8840\u5bb9\u91cf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u3002 \n\n2. \u6392\u9664\u6807\u51c6 \n- \u6570\u636e\u7f3a\u5931\u4e25\u91cd\u3001\u65e0\u6cd5\u786e\u8ba4\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u76f8\u5173\u6027\u3002 \n- \u4e0d\u7b26\u5408\u4f26\u7406\u8981\u6c42\u7684\u8bd5\u9a8c\u6570\u636e\u3002 \n\n3. \u8d28\u91cf\u4f18\u5148\u7ea7 \n- \u4f18\u5148\u9009\u62e9\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u6570\u636e\uff0c\u6b21\u9009\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u75c5\u4f8b\u62a5\u544a\u5355\u72ec\u5f52\u7c7b\u5206\u6790\u3002 \n\n\u56db\u3001\u6570\u636e\u5206\u6790\u51c6\u5907 \n1. \u7edf\u4e00\u672f\u8bed\u53ca\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff0c\u5904\u7406\u7f3a\u5931\u6570\u636e\uff08\u5982\u591a\u91cd\u63d2\u8865\uff09\u3002 \n2. \u6309\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u7b49\u8fdb\u884c\u4e9a\u7ec4\u5206\u6790\uff0c\u8bc4\u4f30\u4e0d\u826f\u53cd\u5e94\u5dee\u5f02\u3002 \n3. \u7ed3\u5408\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u91cd\u70b9\u5206\u6790\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u7d0a\u4e71\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u3002 \n\n\u4e94\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae \n1. \u5efa\u7acb\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u7edf\u8ba1\u63cf\u8ff0\uff0c\u521d\u6b65\u8bc4\u4f30\u53d1\u751f\u7387\u548c\u7279\u70b9\u3002 \n2. \u4e0e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u5408\u4f5c\uff0c\u5f00\u5c55\u4fe1\u53f7\u68c0\u6d4b\uff08\u5982ROR\u3001IC\u65b9\u6cd5\uff09\u548c\u98ce\u9669\u8bc4\u4f30\u3002 \n3. \u6839\u636e\u5206\u6790\u7ed3\u679c\uff0c\u5b8c\u5584\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\uff08RMP\uff09\uff0c\u5236\u5b9a\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u7684\u9632\u8303\u63aa\u65bd\u3002 \n4. \u6301\u7eed\u76d1\u6d4b\u65b0\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u53ca\u65f6\u66f4\u65b0\u7528\u836f\u6307\u5357\u3002 \n5. \u52a0\u5f3a\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u7ed3\u5408\u4e34\u5e8a\u3001\u75c5\u7406\u751f\u7406\u53ca\u836f\u7269\u5b89\u5168\u4e13\u4e1a\u77e5\u8bc6\uff0c\u63d0\u5347\u5b89\u5168\u6027\u8bc4\u4ef7\u7684\u79d1\u5b66\u6027\u548c\u7cbe\u51c6\u6027\u3002 \n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u65b9\u6848\u901a\u8fc7\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u91cd\u70b9\u5173\u6ce8\u7684\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\uff0c\u53ca\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u786e\u4fdd\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u5168\u9762\u3001\u51c6\u786e\u3001\u79d1\u5b66\uff0c\u4e3a\u540e\u7eed\u98ce\u9669\u8bc4\u4f30\u548c\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n```" + }, + { + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u6574\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u517c\u987e\u4e86\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u673a\u5236\u548c\u836f\u7269\u5b89\u5168\u6807\u51c6\uff0c\u5177\u6709\u8f83\u5f3a\u7684\u9488\u5bf9\u6027\u548c\u7cfb\u7edf\u6027\u3002\u4e24\u70b9\u5efa\u8bae\u4f9b\u53c2\u8003\uff1a\n\n1. \u65b9\u6848\u4e2d\u5bf9\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u6807\u5fd7\u7269\u7684\u5b9e\u9a8c\u5ba4\u6570\u636e\u7eb3\u5165\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u98ce\u9669\u7684\u8bc6\u522b\u80fd\u529b\uff0c\u7b26\u5408\u75c5\u7406\u751f\u7406\u5b66\u5173\u6ce8\u91cd\u70b9\uff0c\u589e\u5f3a\u4e86\u6570\u636e\u7684\u6df1\u5ea6\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002\n\n2. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u6807\u51c6\u5316\u5904\u7406\u6d41\u7a0b\u5b8c\u5584\uff0c\u6709\u52a9\u4e8e\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u548c\u5206\u6790\u7684\u53ef\u9760\u6027\uff0c\u5efa\u8bae\u540e\u7eed\u53ef\u8fdb\u4e00\u6b65\u660e\u786e\u4e0d\u540c\u6570\u636e\u6765\u6e90\u95f4\u7684\u6574\u5408\u7b56\u7565\uff0c\u7279\u522b\u662f\u4e34\u5e8a\u8bd5\u9a8c\u4e0e\u81ea\u53d1\u62a5\u544a\u6570\u636e\u7684\u6743\u91cd\u548c\u51b2\u7a81\u5904\u7406\u65b9\u6cd5\uff0c\u4ee5\u4fdd\u969c\u7efc\u5408\u8bc4\u4ef7\u7684\u79d1\u5b66\u6027\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u8be5\u65b9\u6848\u4e3a\u5168\u9762\u8bc4\u4f30\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\uff0c\u5c24\u5176\u662f\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u98ce\u9669\uff0c\u5960\u5b9a\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u5177\u5907\u826f\u597d\u7684\u5b9e\u65bd\u53ef\u884c\u6027\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u548c\u53cd\u9988\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u7684\u5b89\u5168\u6027\u548c\u7b26\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u89c4\u8303\u7684\u7a0b\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u5b8c\u5584\u540e\u7684\u6570\u636e\u6536\u96c6\u65b9\u6848\u6574\u4f53\u79d1\u5b66\u4e25\u8c28\uff0c\u7b26\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u62a5\u544a\u7684\u89c4\u8303\u8981\u6c42\uff0c\u7279\u522b\u662f\u5728\u4ee5\u4e0b\u4e24\u70b9\u8868\u73b0\u7a81\u51fa\uff1a\n\n1. **\u5b89\u5168\u6027\u4fdd\u969c\u5145\u5206**\uff1a\u65b9\u6848\u7ed3\u5408\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u91cd\u70b9\u7eb3\u5165\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u6807\u5fd7\u7269\u6570\u636e\uff0c\u589e\u5f3a\u4e86\u5bf9\u6f5c\u5728\u4e25\u91cd\u4e0d\u826f\u53cd\u5e94\u7684\u8bc6\u522b\u548c\u98ce\u9669\u8bc4\u4f30\u80fd\u529b\uff0c\u6709\u52a9\u4e8e\u53ca\u65f6\u53d1\u73b0\u548c\u9632\u8303\u5b89\u5168\u4fe1\u53f7\u3002\n\n2. **\u6570\u636e\u6807\u51c6\u5316\u4e0e\u8d28\u91cf\u63a7\u5236\u5b8c\u5584**\uff1a\u91c7\u7528MedDRA\u672f\u8bed\u7f16\u7801\u3001CTCAE\u5206\u7ea7\uff0c\u8bbe\u7acb\u53cc\u5f55\u5165\u548c\u6838\u67e5\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u4e00\u81f4\u6027\u548c\u51c6\u786e\u6027\uff0c\u7b26\u5408\u56fd\u9645\u836f\u7269\u5b89\u5168\u76d1\u7ba1\u8981\u6c42\uff0c\u4e3a\u540e\u7eed\u79d1\u5b66\u5206\u6790\u548c\u62a5\u544a\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n\u5efa\u8bae\u540e\u7eed\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u4e0d\u540c\u6570\u636e\u6765\u6e90\u6574\u5408\u548c\u51b2\u7a81\u5904\u7406\u7b56\u7565\uff0c\u63d0\u5347\u7efc\u5408\u8bc4\u4ef7\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002\u603b\u4f53\u65b9\u6848\u7b26\u5408\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u89c4\u8303\uff0c\u5177\u5907\u826f\u597d\u5b9e\u65bd\u4ef7\u503c\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u4f18\u5316\uff0c\u7279\u522b\u662f\u5728\u4e0d\u540c\u6570\u636e\u6765\u6e90\u7684\u6574\u5408\u7b56\u7565\u548c\u51b2\u7a81\u5904\u7406\u65b9\u6cd5\u65b9\u9762\u505a\u4e86\u660e\u786e\u8865\u5145\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u786e\u4fdd\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u66f4\u52a0\u4e25\u8c28\u548c\u5168\u9762\u3002\n\n## Improved version of \u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\n```\n\u4e00\u3001\u6570\u636e\u6765\u6e90\u53ca\u6536\u96c6\u8303\u56f4 \n1. \u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u5e93 \n- \u5168\u9762\u6536\u96c6\u6d89\u53ca\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u5404\u671f\u4e34\u5e8a\u8bd5\u9a8c\u539f\u59cb\u6570\u636e\u548c\u603b\u7ed3\u62a5\u544a\uff08I-IV\u671f\uff09\uff0c\u7279\u522b\u5173\u6ce8\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u548c\u4e0a\u5e02\u540e\u76d1\u6d4b\u6570\u636e\u3002 \n- \u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u91cd\u70b9\u7b5b\u9009\u5faa\u73af\u7cfb\u7edf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 \n\n2. \u836f\u54c1\u8bf4\u660e\u4e66 \n- \u6574\u7406\u6700\u65b0\u7248\u672c\u8bf4\u660e\u4e66\u4e2d\u6240\u6709\u4e0d\u826f\u53cd\u5e94\u53ca\u5176\u53d1\u751f\u9891\u7387\uff0c\u91cd\u70b9\u5173\u6ce8\u8b66\u793a\u3001\u7981\u5fcc\u53ca\u614e\u7528\u4eba\u7fa4\u4e2d\u4e0e\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u76f8\u5173\u7684\u5185\u5bb9\u3002 \n\n3. \u516c\u5f00\u6587\u732e \n- \u7cfb\u7edf\u68c0\u7d22\u56fd\u5185\u5916\u6570\u636e\u5e93\uff08CNKI\u3001PubMed\u3001\u4e07\u65b9\u7b49\uff09\uff0c\u7b5b\u9009\u5305\u542b\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u62a5\u9053\u7684\u4e34\u5e8a\u7814\u7a76\u3001\u75c5\u4f8b\u62a5\u544a\u53ca\u7cfb\u7edf\u8bc4\u4ef7\u3002 \n- \u9488\u5bf9\u5faa\u73af\u8840\u5bb9\u91cf\u51cf\u5c11\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u5f02\u5e38\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u7b49\u5173\u952e\u8bcd\u8fdb\u884c\u91cd\u70b9\u7b5b\u9009\u3002 \n\n4. \u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u7cfb\u7edf \n- \u83b7\u53d6\u56fd\u5bb6\u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u4e2d\u5fc3\u53ca\u76f8\u5173\u81ea\u53d1\u62a5\u544a\u6570\u636e\u5e93\u4e2d\u7684\u4e0a\u5e02\u540e\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u91cd\u70b9\u5173\u6ce8\u4e0e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u7684\u5b89\u5168\u4fe1\u53f7\u3002 \n\n\u4e8c\u3001\u6570\u636e\u6536\u96c6\u4e0e\u6574\u7406\u6d41\u7a0b \n1. \u5efa\u7acb\u7edf\u4e00\u7535\u5b50\u6570\u636e\u6536\u96c6\u8868\uff08eCRF\uff09\uff0c\u6db5\u76d6\u4ee5\u4e0b\u5185\u5bb9\uff1a \n- \u53d7\u8bd5\u8005\u57fa\u672c\u4fe1\u606f\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u53ca\u5408\u5e76\u75c7\uff09 \n- \u7528\u836f\u4fe1\u606f\uff08\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\u3001\u7ed9\u836f\u9014\u5f84\uff09 \n- \u4e0d\u826f\u53cd\u5e94\u8be6\u7ec6\u63cf\u8ff0\uff08\u7c7b\u578b\u3001\u53d1\u751f\u65f6\u95f4\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5904\u7406\u63aa\u65bd\u3001\u7ed3\u5c40\uff09 \n- \u76f8\u5173\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u7ed3\u679c\uff08\u8840\u6db2\u52a8\u529b\u5b66\u6307\u6807\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u6807\u5fd7\u7269\u7b49\uff09 \n\n2. \u91c7\u7528\u56fd\u9645\u6807\u51c6\u672f\u8bed\uff08MedDRA\uff09\u5bf9\u4e0d\u826f\u53cd\u5e94\u8fdb\u884c\u7f16\u7801\uff0c\u7edf\u4e00\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff08\u5982CTCAE\u6807\u51c6\uff09\u3002 \n\n3. \u5bf9\u4e0d\u540c\u6765\u6e90\u6570\u636e\u8fdb\u884c\u6807\u51c6\u5316\u5904\u7406\uff0c\u786e\u4fdd\u672f\u8bed\u4e00\u81f4\u6027\u548c\u6570\u636e\u53ef\u6bd4\u6027\u3002 \n\n4. \u6309\u8bd5\u9a8c\u8bbe\u8ba1\u5206\u7ec4\uff08\u7528\u836f\u7ec4\u3001\u5bf9\u7167\u7ec4\uff09\u5f52\u7c7b\u6570\u636e\uff0c\u4fbf\u4e8e\u4e0d\u826f\u53cd\u5e94\u5f52\u56e0\u5206\u6790\u3002 \n\n5. \u8bbe\u7acb\u6570\u636e\u8d28\u91cf\u63a7\u5236\u673a\u5236\uff1a \n- \u7ec4\u7ec7\u4e13\u95e8\u6570\u636e\u6838\u67e5\u5c0f\u7ec4\uff0c\u5b9a\u671f\u68c0\u67e5\u6570\u636e\u5b8c\u6574\u6027\u3001\u903b\u8f91\u6027\uff0c\u6392\u67e5\u7f3a\u5931\u53ca\u5f02\u5e38\u503c\u3002 \n- \u5173\u952e\u5b57\u6bb5\u53cc\u5f55\u5165\u6216\u590d\u6838\uff0c\u786e\u4fdd\u51c6\u786e\u6027\u3002 \n- \u660e\u786e\u7eb3\u5165\u4e0e\u6392\u9664\u6807\u51c6\uff0c\u6392\u9664\u6570\u636e\u7f3a\u5931\u4e25\u91cd\u6216\u65e0\u6cd5\u786e\u8ba4\u76f8\u5173\u6027\u7684\u8bb0\u5f55\u3002 \n\n\u4e09\u3001\u4e0d\u540c\u6570\u636e\u6765\u6e90\u6574\u5408\u4e0e\u51b2\u7a81\u5904\u7406\u7b56\u7565 \n1. \u6570\u636e\u6743\u91cd\u5206\u914d \n- \u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\uff08\u5c24\u5176\u662f\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\uff09\u4f5c\u4e3a\u4e3b\u5bfc\u6570\u636e\u6765\u6e90\uff0c\u56e0\u5176\u8bbe\u8ba1\u4e25\u8c28\u3001\u6570\u636e\u8d28\u91cf\u9ad8\uff0c\u6743\u91cd\u6700\u9ad8\u3002 \n- \u89c2\u5bdf\u6027\u7814\u7a76\u548c\u75c5\u4f8b\u62a5\u544a\u4f5c\u4e3a\u8865\u5145\uff0c\u63d0\u4f9b\u8865\u5145\u5b89\u5168\u4fe1\u53f7\u548c\u7f55\u89c1\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002 \n- \u81ea\u53d1\u62a5\u544a\u6570\u636e\u7528\u4e8e\u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u548c\u4e0a\u5e02\u540e\u76d1\u6d4b\uff0c\u4f46\u9700\u6ce8\u610f\u62a5\u544a\u504f\u501a\u548c\u4fe1\u606f\u4e0d\u5b8c\u6574\u6027\u3002 \n\n2. \u51b2\u7a81\u6570\u636e\u5904\u7406 \n- \u5bf9\u4e8e\u4e0d\u540c\u6765\u6e90\u95f4\u51fa\u73b0\u7684\u77db\u76fe\u6216\u51b2\u7a81\u6570\u636e\uff0c\u7ec4\u7ec7\u4e13\u5bb6\u5c0f\u7ec4\u8fdb\u884c\u9010\u6761\u8bc4\u4f30\uff0c\u7ed3\u5408\u6570\u636e\u8d28\u91cf\u3001\u6765\u6e90\u53ef\u9760\u6027\u53ca\u4e34\u5e8a\u5408\u7406\u6027\u5224\u5b9a\u4f18\u5148\u91c7\u7eb3\u7684\u6570\u636e\u3002 \n- \u91c7\u7528\u5206\u5c42\u5206\u6790\u65b9\u6cd5\uff0c\u5206\u522b\u62a5\u544a\u4e0d\u540c\u6765\u6e90\u6570\u636e\u7684\u7ed3\u679c\uff0c\u907f\u514d\u76f2\u76ee\u5408\u5e76\u5bfc\u81f4\u8bef\u5bfc\u3002 \n- \u91cd\u70b9\u5173\u6ce8\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\u672a\u53d1\u73b0\u4f46\u81ea\u53d1\u62a5\u544a\u4e2d\u51fa\u73b0\u7684\u6f5c\u5728\u65b0\u5b89\u5168\u4fe1\u53f7\uff0c\u5b89\u6392\u8fdb\u4e00\u6b65\u4e34\u5e8a\u9a8c\u8bc1\u3002 \n\n3. \u6570\u636e\u6574\u5408\u6d41\u7a0b \n- \u5efa\u7acb\u591a\u6e90\u6570\u636e\u6574\u5408\u6570\u636e\u5e93\uff0c\u91c7\u7528\u7edf\u4e00\u6570\u636e\u7ed3\u6784\u548c\u7f16\u7801\u6807\u51c6\uff0c\u4fbf\u4e8e\u6a2a\u5411\u5bf9\u6bd4\u548c\u7eb5\u5411\u8ffd\u8e2a\u3002 \n- \u5bf9\u5173\u952e\u6307\u6807\u8fdb\u884c\u4e00\u81f4\u6027\u6821\u9a8c\uff0c\u53d1\u73b0\u5f02\u5e38\u53ca\u65f6\u53cd\u9988\u6570\u636e\u63d0\u4f9b\u65b9\u8fdb\u884c\u6838\u5b9e\u3002 \n\n\u56db\u3001\u7b5b\u9009\u6807\u51c6 \n1. \u7eb3\u5165\u6807\u51c6 \n- \u660e\u786e\u8bb0\u5f55\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u540e\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u53ef\u8ffd\u6eaf\u3002 \n- \u5305\u542b\u4e0e\u5faa\u73af\u8840\u5bb9\u91cf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u3002 \n\n2. \u6392\u9664\u6807\u51c6 \n- \u6570\u636e\u7f3a\u5931\u4e25\u91cd\u3001\u65e0\u6cd5\u786e\u8ba4\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u76f8\u5173\u6027\u3002 \n- \u4e0d\u7b26\u5408\u4f26\u7406\u8981\u6c42\u7684\u8bd5\u9a8c\u6570\u636e\u3002 \n\n3. \u8d28\u91cf\u4f18\u5148\u7ea7 \n- \u4f18\u5148\u9009\u62e9\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u6570\u636e\uff0c\u6b21\u9009\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u75c5\u4f8b\u62a5\u544a\u5355\u72ec\u5f52\u7c7b\u5206\u6790\u3002 \n\n\u4e94\u3001\u6570\u636e\u5206\u6790\u51c6\u5907 \n1. \u7edf\u4e00\u672f\u8bed\u53ca\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff0c\u5904\u7406\u7f3a\u5931\u6570\u636e\uff08\u5982\u591a\u91cd\u63d2\u8865\uff09\u3002 \n2. \u6309\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u7b49\u8fdb\u884c\u4e9a\u7ec4\u5206\u6790\uff0c\u8bc4\u4f30\u4e0d\u826f\u53cd\u5e94\u5dee\u5f02\u3002 \n3. \u7ed3\u5408\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u91cd\u70b9\u5206\u6790\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u7d0a\u4e71\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u3002 \n\n\u516d\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae \n1. \u5efa\u7acb\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u7edf\u8ba1\u63cf\u8ff0\uff0c\u521d\u6b65\u8bc4\u4f30\u53d1\u751f\u7387\u548c\u7279\u70b9\u3002 \n2. \u4e0e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u5408\u4f5c\uff0c\u5f00\u5c55\u4fe1\u53f7\u68c0\u6d4b\uff08\u5982ROR\u3001IC\u65b9\u6cd5\uff09\u548c\u98ce\u9669\u8bc4\u4f30\u3002 \n3. \u6839\u636e\u5206\u6790\u7ed3\u679c\uff0c\u5b8c\u5584\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\uff08RMP\uff09\uff0c\u5236\u5b9a\u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u7684\u9632\u8303\u63aa\u65bd\u3002 \n4. \u6301\u7eed\u76d1\u6d4b\u65b0\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u53ca\u65f6\u66f4\u65b0\u7528\u836f\u6307\u5357\u3002 \n5. \u52a0\u5f3a\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u7ed3\u5408\u4e34\u5e8a\u3001\u75c5\u7406\u751f\u7406\u53ca\u836f\u7269\u5b89\u5168\u4e13\u4e1a\u77e5\u8bc6\uff0c\u63d0\u5347\u5b89\u5168\u6027\u8bc4\u4ef7\u7684\u79d1\u5b66\u6027\u548c\u7cbe\u51c6\u6027\u3002 \n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u65b9\u6848\u901a\u8fc7\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u91cd\u70b9\u5173\u6ce8\u7684\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\uff0c\u53ca\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6\u548c\u5206\u6790\u6d41\u7a0b\uff0c\u660e\u786e\u4e86\u4e0d\u540c\u6570\u636e\u6765\u6e90\u7684\u6574\u5408\u4e0e\u51b2\u7a81\u5904\u7406\u7b56\u7565\uff0c\u786e\u4fdd\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u5168\u9762\u3001\u51c6\u786e\u3001\u79d1\u5b66\uff0c\u4e3a\u540e\u7eed\u98ce\u9669\u8bc4\u4f30\u548c\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6c47\u603b\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u7684\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action7" + ], + "Action_Result": "\u6839\u636e\u5404\u4f4d\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u65b9\u6848\u8fdb\u884c\u4e86\u5168\u9762\u6574\u5408\u548c\u4f18\u5316\uff0c\u7279\u522b\u660e\u786e\u4e86\u4e0d\u540c\u6570\u636e\u6765\u6e90\u7684\u6574\u5408\u6743\u91cd\u53ca\u51b2\u7a81\u5904\u7406\u673a\u5236\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u4e25\u8c28\u4e14\u5177\u6709\u826f\u597d\u7684\u5b9e\u7528\u6027\u3002\u73b0\u5c06\u6700\u7ec8\u7248\u65b9\u6848\u6c47\u603b\u5982\u4e0b\uff0c\u4f9b\u9879\u76ee\u7ec4\u540e\u7eed\u5b9e\u65bd\u548c\u53c2\u8003\u3002\n\n```\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\n\u4e00\u3001\u6570\u636e\u6765\u6e90\u53ca\u6536\u96c6\u8303\u56f4 \n1. \u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u5e93 \n- \u5168\u9762\u6536\u96c6\u6d89\u53ca\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u5404\u671f\u4e34\u5e8a\u8bd5\u9a8c\u539f\u59cb\u6570\u636e\u548c\u603b\u7ed3\u62a5\u544a\uff08I-IV\u671f\uff09\uff0c\u7279\u522b\u5173\u6ce8\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u548c\u4e0a\u5e02\u540e\u76d1\u6d4b\u6570\u636e\u3002 \n- \u9488\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u91cd\u70b9\u7b5b\u9009\u5faa\u73af\u7cfb\u7edf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 \n\n2. \u836f\u54c1\u8bf4\u660e\u4e66 \n- \u6574\u7406\u6700\u65b0\u7248\u672c\u8bf4\u660e\u4e66\u4e2d\u6240\u6709\u4e0d\u826f\u53cd\u5e94\u53ca\u5176\u53d1\u751f\u9891\u7387\uff0c\u91cd\u70b9\u5173\u6ce8\u8b66\u793a\u3001\u7981\u5fcc\u53ca\u614e\u7528\u4eba\u7fa4\u4e2d\u4e0e\u5931\u8840\u6027\u4f11\u514b\u98ce\u9669\u76f8\u5173\u7684\u5185\u5bb9\u3002 \n\n3. \u516c\u5f00\u6587\u732e \n- 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\n\n\u4e8c\u3001\u6570\u636e\u6536\u96c6\u4e0e\u6574\u7406\u6d41\u7a0b \n1. \u5efa\u7acb\u7edf\u4e00\u7535\u5b50\u6570\u636e\u6536\u96c6\u8868\uff08eCRF\uff09\uff0c\u6db5\u76d6\u4ee5\u4e0b\u5185\u5bb9\uff1a \n- \u53d7\u8bd5\u8005\u57fa\u672c\u4fe1\u606f\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u53ca\u5408\u5e76\u75c7\uff09 \n- \u7528\u836f\u4fe1\u606f\uff08\u5242\u91cf\u3001\u7528\u836f\u65f6\u95f4\u3001\u7ed9\u836f\u9014\u5f84\uff09 \n- \u4e0d\u826f\u53cd\u5e94\u8be6\u7ec6\u63cf\u8ff0\uff08\u7c7b\u578b\u3001\u53d1\u751f\u65f6\u95f4\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5904\u7406\u63aa\u65bd\u3001\u7ed3\u5c40\uff09 \n- \u76f8\u5173\u5b9e\u9a8c\u5ba4\u68c0\u67e5\u7ed3\u679c\uff08\u8840\u6db2\u52a8\u529b\u5b66\u6307\u6807\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u6807\u5fd7\u7269\u7b49\uff09 \n\n2. 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\u81ea\u53d1\u62a5\u544a\u6570\u636e\u7528\u4e8e\u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u548c\u4e0a\u5e02\u540e\u76d1\u6d4b\uff0c\u4f46\u9700\u6ce8\u610f\u62a5\u544a\u504f\u501a\u548c\u4fe1\u606f\u4e0d\u5b8c\u6574\u6027\u3002 \n\n2. \u51b2\u7a81\u6570\u636e\u5904\u7406 \n- \u5bf9\u4e8e\u4e0d\u540c\u6765\u6e90\u95f4\u51fa\u73b0\u7684\u77db\u76fe\u6216\u51b2\u7a81\u6570\u636e\uff0c\u7ec4\u7ec7\u4e13\u5bb6\u5c0f\u7ec4\u8fdb\u884c\u9010\u6761\u8bc4\u4f30\uff0c\u7ed3\u5408\u6570\u636e\u8d28\u91cf\u3001\u6765\u6e90\u53ef\u9760\u6027\u53ca\u4e34\u5e8a\u5408\u7406\u6027\u5224\u5b9a\u4f18\u5148\u91c7\u7eb3\u7684\u6570\u636e\u3002 \n- \u91c7\u7528\u5206\u5c42\u5206\u6790\u65b9\u6cd5\uff0c\u5206\u522b\u62a5\u544a\u4e0d\u540c\u6765\u6e90\u6570\u636e\u7684\u7ed3\u679c\uff0c\u907f\u514d\u76f2\u76ee\u5408\u5e76\u5bfc\u81f4\u8bef\u5bfc\u3002 \n- \u91cd\u70b9\u5173\u6ce8\u4e34\u5e8a\u8bd5\u9a8c\u4e2d\u672a\u53d1\u73b0\u4f46\u81ea\u53d1\u62a5\u544a\u4e2d\u51fa\u73b0\u7684\u6f5c\u5728\u65b0\u5b89\u5168\u4fe1\u53f7\uff0c\u5b89\u6392\u8fdb\u4e00\u6b65\u4e34\u5e8a\u9a8c\u8bc1\u3002 \n\n3. \u6570\u636e\u6574\u5408\u6d41\u7a0b \n- \u5efa\u7acb\u591a\u6e90\u6570\u636e\u6574\u5408\u6570\u636e\u5e93\uff0c\u91c7\u7528\u7edf\u4e00\u6570\u636e\u7ed3\u6784\u548c\u7f16\u7801\u6807\u51c6\uff0c\u4fbf\u4e8e\u6a2a\u5411\u5bf9\u6bd4\u548c\u7eb5\u5411\u8ffd\u8e2a\u3002 \n- \u5bf9\u5173\u952e\u6307\u6807\u8fdb\u884c\u4e00\u81f4\u6027\u6821\u9a8c\uff0c\u53d1\u73b0\u5f02\u5e38\u53ca\u65f6\u53cd\u9988\u6570\u636e\u63d0\u4f9b\u65b9\u8fdb\u884c\u6838\u5b9e\u3002 \n\n\u56db\u3001\u7b5b\u9009\u6807\u51c6 \n1. \u7eb3\u5165\u6807\u51c6 \n- \u660e\u786e\u8bb0\u5f55\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u540e\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\uff0c\u6570\u636e\u5b8c\u6574\u4e14\u53ef\u8ffd\u6eaf\u3002 \n- \u5305\u542b\u4e0e\u5faa\u73af\u8840\u5bb9\u91cf\u3001\u8840\u6db2\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u76f8\u5173\u7684\u4e0d\u826f\u53cd\u5e94\u3002 \n\n2. \u6392\u9664\u6807\u51c6 \n- \u6570\u636e\u7f3a\u5931\u4e25\u91cd\u3001\u65e0\u6cd5\u786e\u8ba4\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u76f8\u5173\u6027\u3002 \n- \u4e0d\u7b26\u5408\u4f26\u7406\u8981\u6c42\u7684\u8bd5\u9a8c\u6570\u636e\u3002 \n\n3. \u8d28\u91cf\u4f18\u5148\u7ea7 \n- \u4f18\u5148\u9009\u62e9\u968f\u673a\u5bf9\u7167\u8bd5\u9a8c\u6570\u636e\uff0c\u6b21\u9009\u89c2\u5bdf\u6027\u7814\u7a76\uff0c\u75c5\u4f8b\u62a5\u544a\u5355\u72ec\u5f52\u7c7b\u5206\u6790\u3002 \n\n\u4e94\u3001\u6570\u636e\u5206\u6790\u51c6\u5907 \n1. \u7edf\u4e00\u672f\u8bed\u53ca\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\uff0c\u5904\u7406\u7f3a\u5931\u6570\u636e\uff08\u5982\u591a\u91cd\u63d2\u8865\uff09\u3002 \n2. 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+ "Description": "\u5206\u6790\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u75c5\u7406\u673a\u5236\uff0c\u8bc6\u522b\u4e0e\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u76f8\u5173\u7684\u6f5c\u5728\u75c5\u7406\u751f\u7406\u5b66\u7f3a\u53e3\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "ActionResult:Action1" + ], + "Action_Result": 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\n\n\u4e8c\u3001\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u836f\u7406\u4f5c\u7528\u4e0e\u5931\u8840\u6027\u4f11\u514b\u673a\u5236\u7684\u4ea4\u53c9\u70b9 \n1. \u6d3b\u8840\u5316\u7600\u3001\u6297\u8840\u5c0f\u677f\u805a\u96c6\uff1a\u4e39\u53c2\u915a\u9178\u76d0\u548c\u7682\u82f7\u7c7b\u6210\u5206\u53ef\u80fd\u589e\u5f3a\u6297\u51dd\u548c\u6297\u8840\u5c0f\u677f\u4f5c\u7528\uff0c\u6f5c\u5728\u52a0\u91cd\u51fa\u8840\u98ce\u9669\u3002 \n2. \u8840\u7ba1\u6269\u5f20\u548c\u6539\u5584\u5fae\u5faa\u73af\uff1a\u867d\u6709\u5229\u4e8e\u8840\u6d41\u52a8\u529b\u5b66\u6539\u5584\uff0c\u4f46\u5728\u5931\u8840\u6027\u4f11\u514b\u4e2d\u53ef\u80fd\u5bfc\u81f4\u8840\u538b\u8fdb\u4e00\u6b65\u4e0b\u964d\u6216\u5faa\u73af\u4e0d\u7a33\u5b9a\u3002 \n3. \u6297\u708e\u4f5c\u7528\uff1a\u5bf9\u708e\u75c7\u4ecb\u8d28\u8c03\u8282\u6709\u76ca\uff0c\u4f46\u5176\u5177\u4f53\u5bf9\u5931\u8840\u6027\u4f11\u514b\u4e2d\u708e\u75c7\u7ea7\u8054\u7684\u5f71\u54cd\u5c1a\u4e0d\u660e\u786e\u3002 \n\n\u4e09\u3001\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u4e2d\u75c5\u7406\u751f\u7406\u5b66\u7f3a\u53e3\u5206\u6790 \n1. \u5faa\u73af\u8840\u5bb9\u91cf\u4e0e\u8840\u6d41\u52a8\u529b\u5b66\u76d1\u6d4b\u4e0d\u8db3 \n- \u7f3a\u4e4f\u8fde\u7eed\u52a8\u6001\u7684\u8840\u5bb9\u91cf\u6307\u6807\uff08\u5982\u4e2d\u5fc3\u9759\u8109\u538b\u3001\u5fc3\u810f\u8d85\u58f0\u8bc4\u4f30\u5fc3\u6392\u51fa\u91cf\uff09\u6570\u636e\uff0c\u96be\u4ee5\u51c6\u786e\u8bc4\u4f30\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u5bf9\u8840\u6d41\u52a8\u529b\u5b66\u7684\u5373\u65f6\u53ca\u957f\u671f\u5f71\u54cd\u3002 \n- \u8840\u538b\u6ce2\u52a8\u3001\u5fc3\u7387\u53d8\u5316\u53ca\u5176\u4e0e\u7528\u836f\u5242\u91cf\u7684\u5173\u8054\u5206\u6790\u7f3a\u5931\uff0c\u65e0\u6cd5\u660e\u786e\u836f\u7269\u8bf1\u5bfc\u7684\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u673a\u5236\u3002 \n\n2. \u51dd\u8840\u529f\u80fd\u5f02\u5e38\u7684\u673a\u5236\u6027\u6570\u636e\u7f3a\u4e4f \n- 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{ + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u836f\u7269\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u62a5\u544a\u8fc7\u7a0b\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\uff0c\u5e76\u5efa\u8bae\u6539\u8fdb\u63aa\u65bd\u4ee5\u8865\u5145\u7f3a\u5931\u6570\u636e\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e", + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": 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\u7cfb\u7edf\u6536\u96c6\u8001\u5e74\u4eba\u3001\u5b55\u5987\u3001\u54fa\u4e73\u671f\u5987\u5973\u53ca\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u7b49\u7279\u6b8a\u4eba\u7fa4\u7684\u7528\u836f\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\uff0c\u652f\u6301\u9488\u5bf9\u6027\u98ce\u9669\u8bc4\u4f30\u548c\u4e2a\u6027\u5316\u7528\u836f\u6307\u5bfc\u3002\n\n\u4e8c\u3001\u4f18\u5316\u6570\u636e\u5206\u6790\u7b56\u7565\n\n1. **\u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790** \n- \u7ed3\u5408\u8be6\u7ec6\u7684\u7528\u836f\u5242\u91cf\u548c\u65f6\u95f4\u6570\u636e\uff0c\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u53d1\u751f\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u660e\u786e\u9ad8\u98ce\u9669\u7528\u836f\u65b9\u6848\u3002 \n\n2. **\u7ec6\u5316\u4e9a\u7ec4\u5206\u6790** \n- \u6309\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\u7b49\u56e0\u7d20\u5206\u5c42\uff0c\u91cd\u70b9\u8bc4\u4f30\u9ad8\u5371\u4eba\u7fa4\u7684\u4e0d\u826f\u53cd\u5e94\u5dee\u5f02\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u5b89\u5168\u7528\u836f\u5efa\u8bae\u3002 \n\n3. **\u5236\u5b9a\u7edf\u4e00\u7684\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b** \n- \u660e\u786e\u6570\u636e\u8d28\u91cf\u8bc4\u4f30\u6807\u51c6\uff0c\u7ed3\u5408\u4e34\u5e8a\u5408\u7406\u6027\uff0c\u91c7\u7528\u5206\u5c42\u5206\u6790\u548c\u4e13\u5bb6\u8bc4\u5ba1\u673a\u5236\uff0c\u79d1\u5b66\u6574\u5408\u4e34\u5e8a\u8bd5\u9a8c\u3001\u89c2\u5bdf\u6027\u7814\u7a76\u3001\u81ea\u53d1\u62a5\u544a\u7b49\u591a\u6e90\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u6574\u5408\u7684\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n4. **\u5e94\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\u5f00\u5c55\u5b89\u5168\u4fe1\u53f7\u6316\u6398** \n- \u5229\u7528ROR\uff08\u62a5\u544a\u6bd4\u7387\uff09\u3001IC\uff08\u4fe1\u606f\u91cf\uff09\u7b49\u4fe1\u53f7\u68c0\u6d4b\u5de5\u5177\uff0c\u7cfb\u7edf\u6316\u6398\u6f5c\u5728\u5b89\u5168\u4fe1\u53f7\uff0c\u5f62\u6210\u5b9a\u671f\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\uff0c\u652f\u6301\u52a8\u6001\u98ce\u9669\u7ba1\u7406\u3002\n\n\u4e09\u3001\u52a0\u5f3a\u62a5\u544a\u4e0e\u8de8\u5b66\u79d1\u534f\u4f5c\u673a\u5236\n\n1. **\u5efa\u7acb\u5b8c\u5584\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93** \n- \u7edf\u4e00\u6570\u636e\u683c\u5f0f\u548c\u672f\u8bed\u6807\u51c6\uff0c\u5f3a\u5316\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u548c\u5229\u7528\u6548\u7387\u3002 \n\n2. **\u8bbe\u7acb\u8de8\u5b66\u79d1\u4e13\u5bb6\u56e2\u961f** \n- \u5b9a\u671f\u7ec4\u7ec7\u4e2d\u533b\u836f\u4e13\u5bb6\u3001\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u3001\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u53ca\u4e34\u5e8a\u533b\u751f\u5171\u540c\u8bc4\u5ba1\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\uff0c\u4fc3\u8fdb\u591a\u5b66\u79d1\u77e5\u8bc6\u878d\u5408\uff0c\u63d0\u5347\u98ce\u9669\u8bc4\u4f30\u79d1\u5b66\u6027\u3002 \n\n3. **\u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u76d1\u6d4b\u548c\u53cd\u9988\u673a\u5236** \n- \u5b9e\u65f6\u76d1\u6d4b\u65b0\u51fa\u73b0\u7684\u4e0d\u826f\u53cd\u5e94\u548c\u5b89\u5168\u4fe1\u53f7\uff0c\u53ca\u65f6\u53cd\u9988\u81f3\u836f\u54c1\u8bf4\u660e\u4e66\u4fee\u8ba2\u53ca\u4e34\u5e8a\u7528\u836f\u6307\u5357\u66f4\u65b0\uff0c\u4fdd\u969c\u4e34\u5e8a\u7528\u836f\u5b89\u5168\u3002 \n\n4. **\u5f00\u5c55\u76f8\u5173\u57f9\u8bad\u548c\u5ba3\u4f20** \n- \u63d0\u9ad8\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u7684\u610f\u8bc6\u548c\u6280\u80fd\uff0c\u4fdd\u969c\u6570\u636e\u6536\u96c6\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u63a8\u52a8\u5b89\u5168\u76d1\u6d4b\u5de5\u4f5c\u7684\u6301\u7eed\u6539\u8fdb\u3002\n\n\u56db\u3001\u603b\u7ed3\n\n\u672c\u65b9\u6848\u5728\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u539f\u6709\u5efa\u8bae\u57fa\u7840\u4e0a\uff0c\u7ed3\u5408\u4e2d\u533b\u836f\u6210\u5206\u7279\u6027\u53ca\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u548c\u5b8c\u5584\u4e86\u6570\u636e\u6536\u96c6\u6307\u6807\u4f53\u7cfb\uff0c\u5f3a\u5316\u4e86\u52a8\u6001\u76d1\u6d4b\u548c\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6570\u636e\u7684\u6536\u96c6\uff0c\u4f18\u5316\u4e86\u6570\u636e\u5206\u6790\u7b56\u7565\u548c\u591a\u6e90\u6570\u636e\u6574\u5408\u6d41\u7a0b\uff0c\u5efa\u7acb\u4e86\u8de8\u5b66\u79d1\u534f\u4f5c\u548c\u52a8\u6001\u53cd\u9988\u673a\u5236\u3002\u901a\u8fc7\u8fd9\u4e9b\u63aa\u65bd\uff0c\u80fd\u591f\u5168\u9762\u8865\u5145\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u4e2d\u7684\u5173\u952e\u7f3a\u53e3\uff0c\u63d0\u5347\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u540e\u7eed\u98ce\u9669\u8bc4\u4f30\u3001\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\u5236\u5b9a\u53ca\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u652f\u6301\u548c\u51b3\u7b56\u4f9d\u636e\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u660e\u786e\u9700\u8865\u5145\u7684\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action5" + ], + "Action_Result": "\u5404\u4f4d\u4e13\u5bb6\u7684\u610f\u89c1\u9ad8\u5ea6\u4e00\u81f4\uff0c\u7ed3\u5408\u4e2d\u533b\u836f\u6210\u5206\u7279\u6027\u3001\u5931\u8840\u6027\u4f11\u514b\u7684\u75c5\u7406\u751f\u7406\u673a\u5236\u4ee5\u53ca\u836f\u7269\u5b89\u5168\u76d1\u6d4b\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u73b0\u5c06\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u4e2d\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u7f3a\u53e3\u8fdb\u884c\u7cfb\u7edf\u6027\u6574\u5408\u5206\u6790\uff0c\u660e\u786e\u9700\u91cd\u70b9\u8865\u5145\u7684\u5177\u4f53\u4e0d\u826f\u53cd\u5e94\u4fe1\u606f\uff0c\u4ee5\u6307\u5bfc\u540e\u7eed\u6570\u636e\u6536\u96c6\u548c\u98ce\u9669\u7ba1\u7406\u5de5\u4f5c\u3002\n\n\u4ee5\u4e0b\u662f\u7efc\u5408\u5206\u6790\u5f62\u6210\u7684\u5b8c\u6574\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff1a\n\n```\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\n\u4e00\u3001\u80cc\u666f\u6982\u8ff0 \n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4f5c\u4e3a\u542b\u4e39\u53c2\u3001\u8d64\u828d\u7b49\u6d3b\u8840\u5316\u7600\u4e2d\u836f\u7684\u590d\u65b9\u5236\u5242\uff0c\u5177\u6709\u6297\u8840\u5c0f\u677f\u805a\u96c6\u3001\u8840\u7ba1\u6269\u5f20\u3001\u6297\u708e\u53ca\u514d\u75ab\u8c03\u8282\u7b49\u591a\u91cd\u836f\u7406\u4f5c\u7528\u3002\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6db5\u76d6\u4e34\u5e8a\u8bd5\u9a8c\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u3001\u6587\u732e\u53ca\u81ea\u53d1\u62a5\u544a\uff0c\u4f46\u5728\u7ec6\u8282\u548c\u52a8\u6001\u76d1\u6d4b\u65b9\u9762\u5b58\u5728\u660e\u663e\u4e0d\u8db3\uff0c\u7279\u522b\u662f\u5728\u4e0e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u7684\u5faa\u73af\u8840\u5bb9\u91cf\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u53ca\u708e\u75c7\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002\n\n\u4e8c\u3001\u73b0\u6709\u6570\u636e\u4e3b\u8981\u4e0d\u8db3\u4e0e\u7f3a\u53e3\n\n1. \u51fa\u8840\u53ca\u51dd\u8840\u529f\u80fd\u76f8\u5173\u4e0d\u826f\u53cd\u5e94 \n- \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6\uff08\u5982\u7259\u9f88\u51fa\u8840\u3001\u9f3b\u51fa\u8840\u3001\u6708\u7ecf\u8fc7\u591a\u3001\u76ae\u4e0b\u7600\u6591\uff09\u7f3a\u4e4f\u7cfb\u7edf\u3001\u6807\u51c6\u5316\u7684\u8be6\u7ec6\u8bb0\u5f55\uff0c\u5bfc\u81f4\u51fa\u8840\u53d1\u751f\u7387\u548c\u4e34\u5e8a\u7279\u5f81\u8bc4\u4f30\u4e0d\u5145\u5206\u3002 \n- \u51dd\u8840\u529f\u80fd\u6307\u6807\u76d1\u6d4b\u4e0d\u591f\u6df1\u5165\uff0c\u7f3a\u5c11\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001\u8840\u5c0f\u677f\u6d3b\u5316\u6807\u5fd7\u7269\uff08\u5982P\u9009\u62e9\u7d20\uff09\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u53caDIC\u76f8\u5173\u751f\u7269\u6807\u5fd7\u7269\uff08\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u3001\u6297\u51dd\u86cb\u767d\u6c34\u5e73\uff09\u52a8\u6001\u6570\u636e\uff0c\u96be\u4ee5\u63ed\u793a\u836f\u7269\u5bf9\u51dd\u8840\u7ea7\u8054\u7684\u5177\u4f53\u5f71\u54cd\u673a\u5236\u3002 \n- \u7f3a\u4e4f\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u5206\u6790\uff0c\u65e0\u6cd5\u660e\u786e\u7528\u836f\u5242\u91cf\u4e0e\u51fa\u8840\u53ca\u51dd\u8840\u5f02\u5e38\u7684\u5173\u8054\u6027\u3002\n\n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf\u76d1\u6d4b\u4e0d\u8db3 \n- 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\n- \u9488\u5bf9\u7279\u6b8a\u4eba\u7fa4\u8bbe\u8ba1\u4e13\u9879\u76d1\u6d4b\u65b9\u6848\uff0c\u7cfb\u7edf\u6536\u96c6\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002\n\n6. \u5efa\u7acb\u7279\u6b8a\u4eba\u7fa4\u7528\u836f\u5b89\u5168\u6570\u636e\u5e93 \n- \u6536\u96c6\u8001\u5e74\u4eba\u3001\u5b55\u5987\u3001\u54fa\u4e73\u671f\u5987\u5973\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u7b49\u7279\u6b8a\u4eba\u7fa4\u7684\u7528\u836f\u5b89\u5168\u6027\u6570\u636e\uff0c\u652f\u6301\u5dee\u5f02\u5316\u98ce\u9669\u8bc4\u4f30\u3002\n\n7. \u4f18\u5316\u6570\u636e\u5206\u6790\u4e0e\u5b89\u5168\u4fe1\u53f7\u6316\u6398 \n- \u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u660e\u786e\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u3002 \n- \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff0c\u63ed\u793a\u9ad8\u5371\u4eba\u7fa4\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n- 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\n\u901a\u8fc7\u8865\u5145\u4e0a\u8ff0\u5173\u952e\u9886\u57df\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u52a8\u6001\u53d8\u5316\u3001\u51dd\u8840\u529f\u80fd\u7ec6\u5316\u6307\u6807\u3001\u708e\u75c7\u514d\u75ab\u53cd\u5e94\u3001\u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807\uff0c\u4ee5\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6570\u636e\uff0c\u7ed3\u5408\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u548c\u8de8\u5b66\u79d1\u534f\u4f5c\u673a\u5236\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5168\u9762\u6027\u548c\u79d1\u5b66\u6027\uff0c\u4e3a\u540e\u7eed\u98ce\u9669\u8bc4\u4f30\u3001\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\u5236\u5b9a\u53ca\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u548c\u51b3\u7b56\u652f\u6301\u3002\n```\n\n\u4ee5\u4e0a\u62a5\u544a\u7efc\u5408\u4e86\u5404\u65b9\u4e13\u5bb6\u610f\u89c1\uff0c\u660e\u786e\u4e86\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u7f3a\u53e3\u548c\u8865\u5145\u65b9\u5411\uff0c\u5efa\u8bae\u5c3d\u5feb\u5f00\u5c55\u9488\u5bf9\u6027\u7684\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u5de5\u4f5c\u3002" 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"ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u4e34\u5e8a\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u7814\u7a76\u76ee\u6807\u548c\u65b9\u6cd5\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a" + ], + "Action_Result": 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\u51fa\u8840\u4e8b\u4ef6\uff1a\u7cfb\u7edf\u8bb0\u5f55\u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u7684\u53d1\u751f\u65f6\u95f4\u3001\u9891\u7387\u3001\u6301\u7eed\u65f6\u95f4\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5904\u7406\u63aa\u65bd\u3002 \n - \u8840\u6d41\u52a8\u529b\u5b66\uff1a\u8fde\u7eed\u76d1\u6d4b\u8840\u538b\u3001\u5fc3\u7387\uff0c\u5b9a\u671f\u6d4b\u91cf\u5fc3\u8f93\u51fa\u91cf\u3001\u4e2d\u5fc3\u9759\u8109\u538b\uff0c\u5fc3\u810f\u8d85\u58f0\u6bcf1-3\u4e2a\u6708\u4e00\u6b21\u3002 \n - \u51dd\u8840\u529f\u80fd\uff1a\u5b9a\u671f\u68c0\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u3001\u6297\u51dd\u86cb\u767d\u6c34\u5e73\u3002 \n - \u708e\u75c7\u514d\u75ab\uff1a\u5b9a\u671f\u68c0\u6d4bIL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\uff0c\u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u3002 \n - \u809d\u80be\u529f\u80fd\u53ca\u7f3a\u6c27\u6307\u6807\uff1a\u52a8\u6001\u68c0\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\u3002 \n - \u7528\u836f\u5242\u91cf\u53ca\u65f6\u95f4\u8be6\u7ec6\u8bb0\u5f55\uff0c\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u8fdb\u884c\u5173\u8054\u5206\u6790\u3002 \n5. \u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790\uff1a \n - \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u5b9e\u65bd\u6570\u636e\u6e05\u6d17\u548c\u5b9e\u65f6\u66f4\u65b0\u3002 \n - \u5e94\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u8fdb\u884c\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3001\u65f6\u95f4\u5e8f\u5217\u53ca\u4e9a\u7ec4\u5206\u6790\u3002 \n - \u5229\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08\u5982ROR\u3001IC\uff09\u5f00\u5c55\u5b89\u5168\u4fe1\u53f7\u6316\u6398\u3002 \n - \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n6. \u8de8\u5b66\u79d1\u534f\u4f5c\uff1a\u7ec4\u5efa\u4e34\u5e8a\u3001\u836f\u7269\u5b89\u5168\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u53ca\u7edf\u8ba1\u7b49\u4e13\u5bb6\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002\n\n\u4e09\u3001\u9884\u671f\u6210\u679c \n- \u8865\u5145\u5b8c\u5584\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u8bc6\u522b\u9ad8\u5371\u60a3\u8005\u7fa4\u4f53\u3002 \n- \u4e3a\u836f\u54c1\u8bf4\u660e\u4e66\u4fee\u8ba2\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5bfc\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \n- \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u76d1\u6d4b\u548c\u53cd\u9988\u673a\u5236\uff0c\u63d0\u5347\u836f\u7269\u5b89\u5168\u7ba1\u7406\u6c34\u5e73\u3002\n\n\u8be5\u65b9\u6848\u4e3a\u540e\u7eed\u5177\u4f53\u7814\u7a76\u65b9\u6848\u5236\u5b9a\u548c\u5b9e\u65bd\u63d0\u4f9b\u57fa\u7840\u6846\u67b6\uff0c\u5efa\u8bae\u4e0e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u68c0\u6d4b\u6307\u6807\u3001\u9891\u6b21\u53ca\u6837\u672c\u91cf\u8bbe\u8ba1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u836f\u7269\u5b89\u5168\u6027\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u5177\u4f53\u65b9\u6848\u5efa\u8bae\uff0c\u786e\u4fdd\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\u53ca\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u521d\u6b65\u65b9\u6848\uff0c\u9488\u5bf9\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8865\u5145\uff0c\u7ed3\u5408\u836f\u7269\u5b89\u5168\u76d1\u6d4b\u7684\u4e13\u4e1a\u89c6\u89d2\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5177\u4f53\u65b9\u6848\u5efa\u8bae\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u3001\u51c6\u786e\u6027\u53ca\u79d1\u5b66\u6027\uff1a\n\n\u4e00\u3001\u5177\u4f53\u76d1\u6d4b\u6307\u6807\u53ca\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n- \u8be6\u7ec6\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\u6807\u51c6\uff08\u53d1\u751f\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\u7b49\uff09\uff0c\u7edf\u4e00\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u8bbe\u8ba1\u3002 \n- \u5efa\u8bae\u6bcf\u65e5\u6216\u6bcf\u6b21\u7528\u836f\u540e\u5b9a\u671f\u8be2\u95ee\u53ca\u8bb0\u5f55\uff0c\u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\u548c\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e8b\u4ef6\u6355\u83b7\u5168\u9762\u3002 \n- \u7ed3\u5408\u7528\u836f\u5242\u91cf\u548c\u65f6\u95f4\uff0c\u91c7\u7528\u65f6\u95f4\u4f9d\u8d56\u6027\u98ce\u9669\u5206\u6790\u6a21\u578b\uff0c\u660e\u786e\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002\n\n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n- \u5efa\u8bae\u91c7\u7528\u8fde\u7eed\u52a8\u6001\u76d1\u6d4b\u8bbe\u5907\uff08\u598224\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u4eea\u3001\u5fc3\u7387\u76d1\u6d4b\u5668\uff09\uff0c\u7ed3\u5408\u5b9a\u671f\u5fc3\u810f\u8d85\u58f0\uff08\u5efa\u8bae\u6bcf1\u4e2a\u6708\u4e00\u6b21\uff09\uff0c\u786e\u4fdd\u6570\u636e\u65f6\u5e8f\u5b8c\u6574\u3002 \n- \u8bbe\u5b9a\u5173\u952e\u65f6\u95f4\u70b9\u91c7\u96c6\uff08\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\uff09\uff0c\u5e76\u540c\u6b65\u8bb0\u5f55\u7528\u836f\u5242\u91cf\u548c\u4e34\u5e8a\u72b6\u6001\u3002 \n- \u91c7\u7528\u4e2d\u5fc3\u9759\u8109\u538b\u53ca\u5fc3\u8f93\u51fa\u91cf\u76d1\u6d4b\u6280\u672f\uff0c\u7ed3\u5408\u5f71\u50cf\u5b66\u8bc4\u4f30\uff0c\u5168\u9762\u53cd\u6620\u5faa\u73af\u8840\u5bb9\u91cf\u53ca\u5fc3\u529f\u80fd\u3002\n\n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027 \n- \u6807\u51c6\u5316\u68c0\u6d4b\u6d41\u7a0b\uff0c\u7edf\u4e00\u91c7\u6837\u65f6\u95f4\uff08\u5982\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\uff09\uff0c\u52a8\u6001\u76d1\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u3001\u6297\u51dd\u86cb\u767d\u6c34\u5e73\u3002 \n- \u5efa\u8bae\u91c7\u7528\u9ad8\u7075\u654f\u5ea6\u68c0\u6d4b\u65b9\u6cd5\uff0c\u786e\u4fdd\u5fae\u5c0f\u53d8\u5316\u88ab\u6355\u83b7\u3002 \n- \u7ed3\u5408\u4e34\u5e8a\u51fa\u8840\u4e8b\u4ef6\uff0c\u8fdb\u884c\u5173\u8054\u5206\u6790\uff0c\u63ed\u793a\u673a\u5236\u53ca\u98ce\u9669\u56e0\u7d20\u3002\n\n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94 \n- \u8bbe\u5b9a\u5b9a\u671f\u68c0\u6d4bIL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\uff08\u5355\u6838\u7ec6\u80de\u3001\u55dc\u9178\u6027\u7c92\u7ec6\u80de\u3001\u6dcb\u5df4\u7ec6\u80de\u7b49\uff09\u529f\u80fd\u72b6\u6001\uff0c\u5efa\u8bae\u6bcf\u6708\u4e00\u6b21\uff0c\u5fc5\u8981\u65f6\u52a0\u5bc6\u76d1\u6d4b\u3002 \n- \u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u4e34\u5e8a\u8868\u73b0\u3001\u53d1\u751f\u65f6\u95f4\u3001\u5904\u7406\u8fc7\u7a0b\u53ca\u7ed3\u5c40\uff0c\u5efa\u7acb\u4e13\u95e8\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u6a21\u5757\u3002 \n- \u7ed3\u5408\u57fa\u56e0\u591a\u6001\u6027\u6216\u514d\u75ab\u6807\u5fd7\u7269\uff0c\u63a2\u7d22\u6613\u611f\u4eba\u7fa4\u3002\n\n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807 \n- \u52a8\u6001\u76d1\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\uff0c\u5efa\u8bae\u65e9\u671f\uff08\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\uff09\u53ca\u957f\u671f\uff081\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\uff09\u591a\u70b9\u91c7\u6837\u3002 \n- \u9488\u5bf9\u7279\u6b8a\u4eba\u7fa4\uff0c\u8bbe\u8ba1\u4e13\u9879\u76d1\u6d4b\u8ba1\u5212\uff0c\u589e\u52a0\u91c7\u6837\u9891\u6b21\u548c\u68c0\u6d4b\u9879\u76ee\uff0c\u786e\u4fdd\u5b89\u5168\u6027\u6570\u636e\u5145\u5206\u3002\n\n6. \u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6570\u636e\u5e93\u5efa\u8bbe \n- \u5efa\u7acb\u8001\u5e74\u4eba\u3001\u5b55\u5987\u3001\u54fa\u4e73\u671f\u5987\u5973\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u7b49\u4e9a\u7ec4\u6570\u636e\u5e93\uff0c\u6536\u96c6\u8be6\u7ec6\u4e34\u5e8a\u8d44\u6599\u548c\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002 \n- \u8bbe\u8ba1\u4e13\u95e8\u7684\u98ce\u9669\u8bc4\u4f30\u6a21\u578b\uff0c\u652f\u6301\u4e2a\u6027\u5316\u7528\u836f\u6307\u5bfc\u3002\n\n\u4e8c\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790\u5efa\u8bae \n1. \u6570\u636e\u5e93\u5efa\u8bbe \n- \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u4e8b\u4ef6\uff0c\u652f\u6301\u591a\u4e2d\u5fc3\u6570\u636e\u6c47\u603b\u3002 \n- \u5b9e\u65bd\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002\n\n2. \u5206\u6790\u65b9\u6cd5 \n- \u5e94\u7528\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u6a21\u578b\uff0c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u8bc6\u522b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u548c\u9ad8\u5371\u65f6\u95f4\u7a97\u3002 \n- \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff09\uff0c\u63ed\u793a\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n- \u91c7\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08ROR\u3001IC\uff09\u8fdb\u884c\u591a\u6e90\u6570\u636e\u5b89\u5168\u4fe1\u53f7\u6316\u6398\uff0c\u5efa\u7acb\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u4f53\u7cfb\u3002 \n- \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u786e\u4fdd\u6570\u636e\u6574\u5408\u7684\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002\n\n\u4e09\u3001\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad \n- \u7ec4\u5efa\u836f\u7269\u5b89\u5168\u3001\u4e34\u5e8a\u533b\u5b66\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u3001\u7edf\u8ba1\u5b66\u7b49\u591a\u5b66\u79d1\u4e13\u5bb6\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002 \n- \u5f00\u5c55\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u57f9\u8bad\uff0c\u63d0\u5347\u6570\u636e\u91c7\u96c6\u8d28\u91cf\u548c\u5b89\u5168\u76d1\u6d4b\u80fd\u529b\u3002 \n- \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u53cd\u9988\u673a\u5236\uff0c\u53ca\u65f6\u66f4\u65b0\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5357\u3002\n\n\u56db\u3001\u6837\u672c\u91cf\u53ca\u7814\u7a76\u5468\u671f\u5efa\u8bae \n- \u6839\u636e\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u9884\u4f30\uff0c\u8bbe\u8ba1\u8db3\u591f\u6837\u672c\u91cf\uff0c\u786e\u4fdd\u7edf\u8ba1\u5b66\u6548\u80fd\u3002 \n- \u5efa\u8bae\u7814\u7a76\u5468\u671f\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u91cd\u70b9\u8986\u76d6\u7528\u836f\u65e9\u671f\u53ca\u957f\u671f\u9636\u6bb5\uff0c\u786e\u4fdd\u52a8\u6001\u53d8\u5316\u88ab\u5145\u5206\u6355\u83b7\u3002\n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u4e0a\u8ff0\u5177\u4f53\u65b9\u6848\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u52a8\u6001\u3001\u5168\u9762\u5730\u8865\u5145\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u7279\u522b\u662f\u56f4\u7ed5\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u3001\u809d\u80be\u529f\u80fd\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6027\uff0c\u63d0\u5347\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u4e3a\u540e\u7eed\u98ce\u9669\u8bc4\u4f30\u548c\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u4f9d\u636e\u3002\u5efa\u8bae\u4e0e\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u8fdb\u4e00\u6b65\u534f\u4f5c\uff0c\u7ec6\u5316\u68c0\u6d4b\u6307\u6807\u9891\u6b21\u3001\u6837\u672c\u91cf\u53ca\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u79d1\u5b66\u6027\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u7ed3\u5408\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5b8c\u5584\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\uff0c\u5f62\u6210\u521d\u6b65\u7684\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u7814\u7a76\u65b9\u6848\u8349\u6848\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u8349\u6848\n\n\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4f5c\u4e3a\u4e2d\u836f\u590d\u65b9\u5236\u5242\uff0c\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5b58\u5728\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u53cd\u5e94\u3001\u809d\u80be\u529f\u80fd\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6027\u7b49\u591a\u65b9\u9762\u6570\u636e\u7f3a\u53e3\u3002\u672c\u7814\u7a76\u65e8\u5728\u901a\u8fc7\u7cfb\u7edf\u3001\u52a8\u6001\u3001\u6807\u51c6\u5316\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u8865\u5145\u548c\u5b8c\u5584\u4e0a\u8ff0\u5173\u952e\u9886\u57df\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u89c4\u5f8b\u3001\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u9ad8\u5371\u4eba\u7fa4\u7279\u5f81\uff0c\u4e3a\u836f\u54c1\u5b89\u5168\u6027\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n\n\u4e8c\u3001\u7814\u7a76\u8bbe\u8ba1 \n1. \u7814\u7a76\u7c7b\u578b\uff1a\u524d\u77bb\u6027\u3001\u591a\u4e2d\u5fc3\u3001\u89c2\u5bdf\u6027\u961f\u5217\u7814\u7a76\uff0c\u7ed3\u5408\u5242\u91cf\u68af\u5ea6\u5206\u7ec4\u8bbe\u8ba1\u4ee5\u63a2\u7d22\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002 \n2. \u7814\u7a76\u5468\u671f\uff1a\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u8986\u76d6\u7528\u836f\u65e9\u671f\uff08\u9996\u6708\uff09\u53ca\u957f\u671f\u7528\u836f\u9636\u6bb5\u3002 \n3. \u7814\u7a76\u5bf9\u8c61\uff1a \n - \u7b26\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u6307\u5f81\u7684\u6210\u4eba\u60a3\u8005\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\uff1a\u226565\u5c81\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3001\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u3002 \n4. \u6837\u672c\u91cf\uff1a\u6839\u636e\u9884\u4f30\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u53ca\u7edf\u8ba1\u6548\u80fd\u8ba1\u7b97\uff0c\u786e\u4fdd\u8db3\u591f\u6837\u672c\u91cf\u652f\u6301\u591a\u7ef4\u5ea6\u5206\u6790\uff08\u5177\u4f53\u6837\u672c\u91cf\u5f85\u8fdb\u4e00\u6b65\u7edf\u8ba1\u8bbe\u8ba1\u786e\u5b9a\uff09\u3002\n\n\u4e09\u3001\u4e3b\u8981\u76d1\u6d4b\u6307\u6807\u4e0e\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n - \u6807\u51c6\u5316\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\uff08\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\uff09\u3002 \n - \u6bcf\u65e5\u6216\u6bcf\u6b21\u7528\u836f\u540e\u5b9a\u671f\u8be2\u95ee\u60a3\u8005\u81ea\u6211\u62a5\u544a\uff0c\u7ed3\u5408\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u5168\u9762\u6355\u83b7\u3002 \n - \u4e8b\u4ef6\u8be6\u7ec6\u8bb0\u5f55\u4e8e\u7edf\u4e00\u8bbe\u8ba1\u7684\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u3002 \n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n - \u91c7\u752824\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u4eea\u548c\u5fc3\u7387\u76d1\u6d4b\u5668\uff0c\u8fde\u7eed\u52a8\u6001\u91c7\u96c6\u3002 \n - \u8bbe\u5b9a\u5173\u952e\u65f6\u95f4\u70b9\uff08\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\uff09\u8fdb\u884c\u5fc3\u810f\u8d85\u58f0\u68c0\u67e5\u3002 \n - \u4e2d\u5fc3\u9759\u8109\u538b\u53ca\u5fc3\u8f93\u51fa\u91cf\u76d1\u6d4b\u7ed3\u5408\u5f71\u50cf\u5b66\u8bc4\u4f30\uff0c\u5168\u9762\u53cd\u6620\u5faa\u73af\u8840\u5bb9\u91cf\u53ca\u5fc3\u529f\u80fd\u3002 \n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027 \n - \u7edf\u4e00\u91c7\u6837\u65f6\u95f4\uff08\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\uff09\uff0c\u52a8\u6001\u76d1\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u3001\u6297\u51dd\u86cb\u767d\u6c34\u5e73\u3002 \n - \u91c7\u7528\u9ad8\u7075\u654f\u5ea6\u68c0\u6d4b\u65b9\u6cd5\uff0c\u786e\u4fdd\u5fae\u5c0f\u53d8\u5316\u88ab\u6355\u83b7\u3002 \n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94 \n - \u6bcf\u6708\u68c0\u6d4bIL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\uff08\u5355\u6838\u7ec6\u80de\u3001\u55dc\u9178\u6027\u7c92\u7ec6\u80de\u3001\u6dcb\u5df4\u7ec6\u80de\u7b49\uff09\u529f\u80fd\u72b6\u6001\uff0c\u5fc5\u8981\u65f6\u52a0\u5bc6\u76d1\u6d4b\u3002 \n - \u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u7684\u4e34\u5e8a\u8868\u73b0\u3001\u53d1\u751f\u65f6\u95f4\u3001\u5904\u7406\u8fc7\u7a0b\u53ca\u7ed3\u5c40\u3002 \n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807 \n - \u52a8\u6001\u68c0\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\uff0c\u91cd\u70b9\u91c7\u6837\u65f6\u95f4\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u30016\u4e2a\u6708\u3002 \n - \u5bf9\u7279\u6b8a\u4eba\u7fa4\u589e\u52a0\u91c7\u6837\u9891\u6b21\u548c\u68c0\u6d4b\u9879\u76ee\u3002 \n6. \u7528\u836f\u5242\u91cf\u53ca\u65f6\u95f4\u8be6\u7ec6\u8bb0\u5f55\uff0c\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\n\n\u56db\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790 \n1. \u6570\u636e\u5e93\u5efa\u8bbe \n - \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u4e8b\u4ef6\uff0c\u652f\u6301\u591a\u4e2d\u5fc3\u6570\u636e\u6c47\u603b\u3002 \n - \u5b9e\u65bd\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n2. \u6570\u636e\u5206\u6790 \n - \u5e94\u7528\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u6a21\u578b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u8bc6\u522b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u548c\u9ad8\u5371\u65f6\u95f4\u7a97\u3002 \n - \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff09\uff0c\u63ed\u793a\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n - \u91c7\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08ROR\u3001IC\uff09\u8fdb\u884c\u591a\u6e90\u6570\u636e\u5b89\u5168\u4fe1\u53f7\u6316\u6398\uff0c\u5f62\u6210\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\u3002 \n - \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u6574\u5408\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n\u4e94\u3001\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad \n1. \u7ec4\u5efa\u7531\u4e34\u5e8a\u533b\u5b66\u3001\u836f\u7269\u5b89\u5168\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u3001\u7edf\u8ba1\u5b66\u7b49\u9886\u57df\u4e13\u5bb6\u7ec4\u6210\u7684\u591a\u5b66\u79d1\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002 \n2. \u5f00\u5c55\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u57f9\u8bad\uff0c\u63d0\u9ad8\u6570\u636e\u91c7\u96c6\u8d28\u91cf\u548c\u5b89\u5168\u76d1\u6d4b\u80fd\u529b\u3002 \n3. \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u53cd\u9988\u673a\u5236\uff0c\u53ca\u65f6\u66f4\u65b0\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5357\u3002\n\n\u516d\u3001\u9884\u671f\u6210\u679c \n- \u8865\u5145\u5b8c\u5584\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u8bc6\u522b\u9ad8\u5371\u60a3\u8005\u7fa4\u4f53\u3002 \n- \u4e3a\u836f\u54c1\u8bf4\u660e\u4e66\u4fee\u8ba2\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5bfc\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \n- \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u76d1\u6d4b\u548c\u53cd\u9988\u673a\u5236\uff0c\u63d0\u5347\u836f\u7269\u5b89\u5168\u7ba1\u7406\u6c34\u5e73\u3002\n\n---\n\n\u8be5\u65b9\u6848\u7ed3\u5408\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u5efa\u8bae\uff0c\u7ec6\u5316\u4e86\u76d1\u6d4b\u6307\u6807\u3001\u91c7\u96c6\u65f6\u95f4\u70b9\u3001\u6570\u636e\u7ba1\u7406\u53ca\u5206\u6790\u65b9\u6cd5\uff0c\u660e\u786e\u4e86\u8de8\u5b66\u79d1\u534f\u4f5c\u548c\u57f9\u8bad\u673a\u5236\uff0c\u4e3a\u540e\u7eed\u5177\u4f53\u7814\u7a76\u65b9\u6848\u5236\u5b9a\u548c\u5b9e\u65bd\u63d0\u4f9b\u79d1\u5b66\u3001\u53ef\u884c\u7684\u57fa\u7840\u6846\u67b6\u3002\u5efa\u8bae\u4e0b\u4e00\u6b65\u4e0e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u53ca\u7edf\u8ba1\u5b66\u4e13\u5bb6\u8fdb\u4e00\u6b65\u7ec6\u5316\u6837\u672c\u91cf\u8ba1\u7b97\u53ca\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u63d0\u51fa\u7684\u7814\u7a76\u65b9\u6848\u8349\u6848\uff0c\u6307\u51fa\u65b9\u6848\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u98ce\u9669\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u65b9\u6848\u6574\u4f53\u8bbe\u8ba1\u8f83\u4e3a\u5168\u9762\uff0c\u9488\u5bf9\u6570\u636e\u7f3a\u53e3\u6709\u8f83\u597d\u8986\u76d6\uff0c\u4f46\u9700\u6ce8\u610f\u4ee5\u4e0b\u4e24\u70b9\u6539\u8fdb\uff1a\n\n1. **\u6837\u672c\u91cf\u53ca\u7279\u6b8a\u4eba\u7fa4\u6bd4\u4f8b\u660e\u786e\u4e0d\u8db3**\uff1a\u65b9\u6848\u4e2d\u867d\u63d0\u53ca\u6837\u672c\u91cf\u5f85\u7edf\u8ba1\u8bbe\u8ba1\u786e\u5b9a\uff0c\u5efa\u8bae\u5c3d\u5feb\u7ed3\u5408\u4e0d\u826f\u53cd\u5e94\u9884\u4f30\u53d1\u751f\u7387\uff0c\u660e\u786e\u603b\u4f53\u53ca\u7279\u6b8a\u4eba\u7fa4\uff08\u5982\u5b55\u5987\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u8005\uff09\u6837\u672c\u91cf\uff0c\u786e\u4fdd\u7edf\u8ba1\u6548\u80fd\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u4ee3\u8868\u6027\u3002\n\n2. **\u76d1\u6d4b\u9891\u6b21\u4e0e\u60a3\u8005\u4f9d\u4ece\u6027\u5e73\u8861**\uff1a\u90e8\u5206\u6307\u6807\uff08\u5982\u6bcf\u65e5\u51fa\u8840\u4e8b\u4ef6\u8bb0\u5f55\u3001\u6708\u5ea6\u514d\u75ab\u7ec6\u80de\u68c0\u6d4b\uff09\u9891\u6b21\u8f83\u9ad8\uff0c\u53ef\u80fd\u589e\u52a0\u60a3\u8005\u8d1f\u62c5\u548c\u4f9d\u4ece\u6027\u98ce\u9669\u3002\u5efa\u8bae\u7ed3\u5408\u5b9e\u9645\u4e34\u5e8a\u64cd\u4f5c\uff0c\u4f18\u5316\u76d1\u6d4b\u9891\u7387\uff0c\u91cd\u70b9\u65f6\u95f4\u70b9\u52a0\u5bc6\uff0c\u975e\u5173\u952e\u671f\u9002\u5f53\u51cf\u5c11\u91c7\u6837\uff0c\u4fdd\u969c\u6570\u636e\u8d28\u91cf\u540c\u65f6\u63d0\u9ad8\u60a3\u8005\u914d\u5408\u5ea6\u3002\n\n\u603b\u4f53\u5efa\u8bae\u52a0\u5f3a\u6837\u672c\u91cf\u8bbe\u8ba1\u548c\u76d1\u6d4b\u65b9\u6848\u7684\u53ef\u884c\u6027\u8bc4\u4f30\uff0c\u786e\u4fdd\u7814\u7a76\u987a\u5229\u5b9e\u65bd\u548c\u6570\u636e\u79d1\u5b66\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7814\u7a76\u65b9\u6848\uff0c\u5b8c\u5584\u7814\u7a76\u8bbe\u8ba1\u7ec6\u8282\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u4e14\u53ef\u64cd\u4f5c\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5b8c\u5584\u4e86\u6837\u672c\u91cf\u8bbe\u8ba1\u53ca\u7279\u6b8a\u4eba\u7fa4\u6bd4\u4f8b\u7684\u660e\u786e\uff0c\u8c03\u6574\u4e86\u90e8\u5206\u76d1\u6d4b\u6307\u6807\u7684\u9891\u6b21\u4ee5\u517c\u987e\u60a3\u8005\u4f9d\u4ece\u6027\u548c\u6570\u636e\u8d28\u91cf\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u4e14\u5177\u5907\u8f83\u597d\u53ef\u64cd\u4f5c\u6027\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\u3002\n\n## Improved version of \u8865\u5145\u4e0d\u826f\u53cd\u5e94\u4e34\u5e8a\u89c2\u5bdf\u6027\u7814\u7a76\u65b9\u6848\u8349\u6848\n```\n\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4f5c\u4e3a\u4e2d\u836f\u590d\u65b9\u5236\u5242\uff0c\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5b58\u5728\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u53cd\u5e94\u3001\u809d\u80be\u529f\u80fd\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6027\u7b49\u591a\u65b9\u9762\u6570\u636e\u7f3a\u53e3\u3002\u672c\u7814\u7a76\u65e8\u5728\u901a\u8fc7\u7cfb\u7edf\u3001\u52a8\u6001\u3001\u6807\u51c6\u5316\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u8865\u5145\u548c\u5b8c\u5584\u4e0a\u8ff0\u5173\u952e\u9886\u57df\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u89c4\u5f8b\u3001\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u9ad8\u5371\u4eba\u7fa4\u7279\u5f81\uff0c\u4e3a\u836f\u54c1\u5b89\u5168\u6027\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n\n\u4e8c\u3001\u7814\u7a76\u8bbe\u8ba1 \n1. \u7814\u7a76\u7c7b\u578b\uff1a\u524d\u77bb\u6027\u3001\u591a\u4e2d\u5fc3\u3001\u89c2\u5bdf\u6027\u961f\u5217\u7814\u7a76\uff0c\u7ed3\u5408\u5242\u91cf\u68af\u5ea6\u5206\u7ec4\u8bbe\u8ba1\u4ee5\u63a2\u7d22\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002 \n2. \u7814\u7a76\u5468\u671f\uff1a\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u8986\u76d6\u7528\u836f\u65e9\u671f\uff08\u9996\u6708\uff09\u53ca\u957f\u671f\u7528\u836f\u9636\u6bb5\u3002 \n3. \u7814\u7a76\u5bf9\u8c61\uff1a \n - \u7b26\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u6307\u5f81\u7684\u6210\u4eba\u60a3\u8005\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\uff1a\u226565\u5c81\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3001\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u3002 \n4. \u6837\u672c\u91cf\u8bbe\u8ba1\uff1a \n - \u6839\u636e\u65e2\u5f80\u6587\u732e\u53ca\u4e0d\u826f\u53cd\u5e94\u9884\u4f30\u53d1\u751f\u7387\uff0c\u521d\u6b65\u4f30\u8ba1\u603b\u4f53\u6837\u672c\u91cf\u7ea6\u4e3a800\u4f8b\uff0c\u4ee5\u4fdd\u8bc1\u4e3b\u8981\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u7684\u7edf\u8ba1\u5b66\u6548\u80fd\uff08\u5982\u51fa\u8840\u4e8b\u4ef6\u9884\u4f30\u53d1\u751f\u7387\u7ea65%-10%\uff09\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\u6837\u672c\u91cf\u5206\u522b\u4e0d\u5c11\u4e8e\uff1a\u8001\u5e74\u4eba150\u4f8b\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005100\u4f8b\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u5408\u8ba150\u4f8b\uff0c\u786e\u4fdd\u4e9a\u7ec4\u5206\u6790\u7684\u4ee3\u8868\u6027\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u53ef\u9760\u6027\u3002 \n - \u5177\u4f53\u6837\u672c\u91cf\u53ca\u7edf\u8ba1\u529f\u6548\u5c06\u5728\u540e\u7eed\u7edf\u8ba1\u5b66\u4e13\u5bb6\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u4e2d\u7ec6\u5316\u3002 \n\n\u4e09\u3001\u4e3b\u8981\u76d1\u6d4b\u6307\u6807\u4e0e\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n - \u6807\u51c6\u5316\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\uff08\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\uff09\u3002 \n - \u51fa\u8840\u4e8b\u4ef6\u8bb0\u5f55\u9891\u6b21\u8c03\u6574\u4e3a\uff1a\u7528\u836f\u9996\u6708\u6bcf\u5468\u8be2\u95ee\u4e00\u6b21\uff0c\u968f\u540e\u6bcf\u6708\u4e00\u6b21\uff0c\u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\u548c\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e8b\u4ef6\u5168\u9762\u6355\u83b7\u4e14\u51cf\u8f7b\u60a3\u8005\u8d1f\u62c5\u3002 \n - \u4e8b\u4ef6\u8be6\u7ec6\u8bb0\u5f55\u4e8e\u7edf\u4e00\u8bbe\u8ba1\u7684\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u3002 \n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n - \u91c7\u752824\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u4eea\u548c\u5fc3\u7387\u76d1\u6d4b\u5668\uff0c\u8fde\u7eed\u52a8\u6001\u91c7\u96c6\uff0c\u91cd\u70b9\u8986\u76d6\u7528\u836f\u524d\u53ca\u7528\u836f\u540e\u5173\u952e\u65f6\u95f4\u70b9\u3002 \n - \u5fc3\u810f\u8d85\u58f0\u68c0\u67e5\u5b89\u6392\u5728\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u517c\u987e\u6570\u636e\u5b8c\u6574\u6027\u548c\u60a3\u8005\u4f9d\u4ece\u6027\u3002 \n - \u4e2d\u5fc3\u9759\u8109\u538b\u53ca\u5fc3\u8f93\u51fa\u91cf\u76d1\u6d4b\u7ed3\u5408\u5f71\u50cf\u5b66\u8bc4\u4f30\uff0c\u91cd\u70b9\u5728\u6709\u4e34\u5e8a\u6307\u5f81\u7684\u60a3\u8005\u4e2d\u5b9e\u65bd\uff0c\u907f\u514d\u666e\u904d\u6027\u8fc7\u5ea6\u68c0\u6d4b\u3002 \n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027 \n - \u7edf\u4e00\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u51cf\u5c11\u91c7\u6837\u9891\u6b21\u4ee5\u63d0\u9ad8\u4f9d\u4ece\u6027\u3002 \n - \u52a8\u6001\u76d1\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u53ca\u6297\u51dd\u86cb\u767d\u6c34\u5e73\uff0c\u91c7\u7528\u9ad8\u7075\u654f\u5ea6\u68c0\u6d4b\u65b9\u6cd5\u3002 \n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94 \n - IL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\u529f\u80fd\u72b6\u6001\u68c0\u6d4b\u9891\u7387\u8c03\u6574\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u53ca3\u4e2a\u6708\uff0c\u5fc5\u8981\u65f6\u9488\u5bf9\u51fa\u73b0\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u7684\u60a3\u8005\u52a0\u5bc6\u76d1\u6d4b\u3002 \n - \u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u7684\u4e34\u5e8a\u8868\u73b0\u3001\u53d1\u751f\u65f6\u95f4\u3001\u5904\u7406\u8fc7\u7a0b\u53ca\u7ed3\u5c40\u3002 \n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807 \n - \u52a8\u6001\u68c0\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\uff0c\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u589e\u52a0\u91c7\u6837\u9891\u6b21\uff0c\u5982\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u6bcf\u6708\u68c0\u6d4b\u4e00\u6b21\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u6839\u636e\u4e34\u5e8a\u60c5\u51b5\u8c03\u6574\u3002 \n6. \u7528\u836f\u5242\u91cf\u53ca\u65f6\u95f4\u8be6\u7ec6\u8bb0\u5f55\uff0c\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\n\n\u56db\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790 \n1. \u6570\u636e\u5e93\u5efa\u8bbe \n - \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u4e8b\u4ef6\uff0c\u652f\u6301\u591a\u4e2d\u5fc3\u6570\u636e\u6c47\u603b\u3002 \n - \u5b9e\u65bd\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n2. \u6570\u636e\u5206\u6790 \n - \u5e94\u7528\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u6a21\u578b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u8bc6\u522b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u548c\u9ad8\u5371\u65f6\u95f4\u7a97\u3002 \n - \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff09\uff0c\u63ed\u793a\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n - \u91c7\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08ROR\u3001IC\uff09\u8fdb\u884c\u591a\u6e90\u6570\u636e\u5b89\u5168\u4fe1\u53f7\u6316\u6398\uff0c\u5f62\u6210\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\u3002 \n - \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u6574\u5408\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n\u4e94\u3001\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad \n1. \u7ec4\u5efa\u7531\u4e34\u5e8a\u533b\u5b66\u3001\u836f\u7269\u5b89\u5168\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u3001\u7edf\u8ba1\u5b66\u7b49\u9886\u57df\u4e13\u5bb6\u7ec4\u6210\u7684\u591a\u5b66\u79d1\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002 \n2. \u5f00\u5c55\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u57f9\u8bad\uff0c\u63d0\u9ad8\u6570\u636e\u91c7\u96c6\u8d28\u91cf\u548c\u5b89\u5168\u76d1\u6d4b\u80fd\u529b\u3002 \n3. \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u53cd\u9988\u673a\u5236\uff0c\u53ca\u65f6\u66f4\u65b0\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5357\u3002\n\n\u516d\u3001\u9884\u671f\u6210\u679c \n- \u8865\u5145\u5b8c\u5584\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u8bc6\u522b\u9ad8\u5371\u60a3\u8005\u7fa4\u4f53\u3002 \n- \u4e3a\u836f\u54c1\u8bf4\u660e\u4e66\u4fee\u8ba2\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5bfc\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \n- \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u76d1\u6d4b\u548c\u53cd\u9988\u673a\u5236\uff0c\u63d0\u5347\u836f\u7269\u5b89\u5168\u7ba1\u7406\u6c34\u5e73\u3002\n\n---\n\n\u8be5\u65b9\u6848\u5728\u4fdd\u6301\u79d1\u5b66\u4e25\u8c28\u7684\u57fa\u7840\u4e0a\uff0c\u5145\u5206\u8003\u8651\u4e86\u60a3\u8005\u4f9d\u4ece\u6027\u548c\u7814\u7a76\u53ef\u64cd\u4f5c\u6027\uff0c\u660e\u786e\u4e86\u6837\u672c\u91cf\u53ca\u7279\u6b8a\u4eba\u7fa4\u6bd4\u4f8b\uff0c\u4f18\u5316\u76d1\u6d4b\u9891\u6b21\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u4e0e\u7814\u7a76\u987a\u5229\u5f00\u5c55\u3002\u5efa\u8bae\u4e0b\u4e00\u6b65\u4e0e\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u53ca\u7edf\u8ba1\u5b66\u4e13\u5bb6\u8fdb\u4e00\u6b65\u7ec6\u5316\u6837\u672c\u91cf\u8ba1\u7b97\u548c\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\uff0c\u5236\u5b9a\u8be6\u7ec6\u5b9e\u65bd\u8ba1\u5212\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u5bf9\u4f18\u5316\u540e\u7684\u7814\u7a76\u65b9\u6848\u8fdb\u884c\u6700\u7ec8\u5ba1\u6838\uff0c\u786e\u8ba4\u65b9\u6848\u7b26\u5408\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u9700\u6c42\uff0c\u5f62\u6210\u6b63\u5f0f\u7684\u8865\u5145\u7814\u7a76\u65b9\u6848\u6587\u6863\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u9488\u5bf9\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458\u4f18\u5316\u540e\u7684\u65b9\u6848\uff0c\u6211\u8fdb\u884c\u4e86\u5168\u9762\u5ba1\u6838\uff0c\u65b9\u6848\u5145\u5206\u8986\u76d6\u4e86\u6570\u636e\u7f3a\u53e3\u5206\u6790\u62a5\u544a\u4e2d\u63d0\u51fa\u7684\u5173\u952e\u4e0d\u826f\u53cd\u5e94\u9886\u57df\uff0c\u8bbe\u8ba1\u79d1\u5b66\u5408\u7406\uff0c\u517c\u987e\u4e86\u6570\u636e\u5b8c\u6574\u6027\u4e0e\u60a3\u8005\u4f9d\u4ece\u6027\uff0c\u660e\u786e\u4e86\u6837\u672c\u91cf\u53ca\u7279\u6b8a\u4eba\u7fa4\u6bd4\u4f8b\uff0c\u76d1\u6d4b\u9891\u6b21\u8c03\u6574\u9002\u5b9c\uff0c\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790\u65b9\u6cd5\u5b8c\u5584\uff0c\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad\u673a\u5236\u5065\u5168\uff0c\u80fd\u591f\u6709\u6548\u8865\u5145\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u3002\n\n\u8be5\u65b9\u6848\u4e3a\u540e\u7eed\u5177\u4f53\u5b9e\u65bd\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u5efa\u8bae\u5728\u5b9e\u65bd\u9636\u6bb5\u7ee7\u7eed\u4e0e\u7edf\u8ba1\u5b66\u4e13\u5bb6\u534f\u4f5c\uff0c\u7ec6\u5316\u6837\u672c\u91cf\u8ba1\u7b97\u548c\u64cd\u4f5c\u7ec6\u8282\uff0c\u786e\u4fdd\u7814\u7a76\u987a\u5229\u5f00\u5c55\u548c\u6570\u636e\u8d28\u91cf\u3002\n\n\u73b0\u5c06\u6700\u7ec8\u786e\u8ba4\u7684\u8865\u5145\u7814\u7a76\u65b9\u6848\u5f62\u6210\u6b63\u5f0f\u6587\u6863\u5982\u4e0b\uff1a\n\n```\u8865\u5145\u7814\u7a76\u65b9\u6848\n\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4f5c\u4e3a\u4e2d\u836f\u590d\u65b9\u5236\u5242\uff0c\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5b58\u5728\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u53cd\u5e94\u3001\u809d\u80be\u529f\u80fd\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6027\u7b49\u591a\u65b9\u9762\u6570\u636e\u7f3a\u53e3\u3002\u672c\u7814\u7a76\u65e8\u5728\u901a\u8fc7\u7cfb\u7edf\u3001\u52a8\u6001\u3001\u6807\u51c6\u5316\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u8865\u5145\u548c\u5b8c\u5584\u4e0a\u8ff0\u5173\u952e\u9886\u57df\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u89c4\u5f8b\u3001\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u9ad8\u5371\u4eba\u7fa4\u7279\u5f81\uff0c\u4e3a\u836f\u54c1\u5b89\u5168\u6027\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n\n\u4e8c\u3001\u7814\u7a76\u8bbe\u8ba1 \n1. \u7814\u7a76\u7c7b\u578b\uff1a\u524d\u77bb\u6027\u3001\u591a\u4e2d\u5fc3\u3001\u89c2\u5bdf\u6027\u961f\u5217\u7814\u7a76\uff0c\u7ed3\u5408\u5242\u91cf\u68af\u5ea6\u5206\u7ec4\u8bbe\u8ba1\u4ee5\u63a2\u7d22\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002 \n2. \u7814\u7a76\u5468\u671f\uff1a\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u8986\u76d6\u7528\u836f\u65e9\u671f\uff08\u9996\u6708\uff09\u53ca\u957f\u671f\u7528\u836f\u9636\u6bb5\u3002 \n3. \u7814\u7a76\u5bf9\u8c61\uff1a \n - \u7b26\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u6307\u5f81\u7684\u6210\u4eba\u60a3\u8005\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\uff1a\u226565\u5c81\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3001\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u3002 \n4. \u6837\u672c\u91cf\u8bbe\u8ba1\uff1a \n - \u6839\u636e\u65e2\u5f80\u6587\u732e\u53ca\u4e0d\u826f\u53cd\u5e94\u9884\u4f30\u53d1\u751f\u7387\uff0c\u521d\u6b65\u4f30\u8ba1\u603b\u4f53\u6837\u672c\u91cf\u7ea6\u4e3a800\u4f8b\uff0c\u4ee5\u4fdd\u8bc1\u4e3b\u8981\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u7684\u7edf\u8ba1\u5b66\u6548\u80fd\uff08\u5982\u51fa\u8840\u4e8b\u4ef6\u9884\u4f30\u53d1\u751f\u7387\u7ea65%-10%\uff09\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\u6837\u672c\u91cf\u5206\u522b\u4e0d\u5c11\u4e8e\uff1a\u8001\u5e74\u4eba150\u4f8b\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005100\u4f8b\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u5408\u8ba150\u4f8b\uff0c\u786e\u4fdd\u4e9a\u7ec4\u5206\u6790\u7684\u4ee3\u8868\u6027\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u53ef\u9760\u6027\u3002 \n - \u5177\u4f53\u6837\u672c\u91cf\u53ca\u7edf\u8ba1\u529f\u6548\u5c06\u5728\u540e\u7eed\u7edf\u8ba1\u5b66\u4e13\u5bb6\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u4e2d\u7ec6\u5316\u3002 \n\n\u4e09\u3001\u4e3b\u8981\u76d1\u6d4b\u6307\u6807\u4e0e\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n - \u6807\u51c6\u5316\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\uff08\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\uff09\u3002 \n - \u51fa\u8840\u4e8b\u4ef6\u8bb0\u5f55\u9891\u6b21\u8c03\u6574\u4e3a\uff1a\u7528\u836f\u9996\u6708\u6bcf\u5468\u8be2\u95ee\u4e00\u6b21\uff0c\u968f\u540e\u6bcf\u6708\u4e00\u6b21\uff0c\u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\u548c\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e8b\u4ef6\u5168\u9762\u6355\u83b7\u4e14\u51cf\u8f7b\u60a3\u8005\u8d1f\u62c5\u3002 \n - \u4e8b\u4ef6\u8be6\u7ec6\u8bb0\u5f55\u4e8e\u7edf\u4e00\u8bbe\u8ba1\u7684\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u3002 \n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n - \u91c7\u752824\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u4eea\u548c\u5fc3\u7387\u76d1\u6d4b\u5668\uff0c\u8fde\u7eed\u52a8\u6001\u91c7\u96c6\uff0c\u91cd\u70b9\u8986\u76d6\u7528\u836f\u524d\u53ca\u7528\u836f\u540e\u5173\u952e\u65f6\u95f4\u70b9\u3002 \n - \u5fc3\u810f\u8d85\u58f0\u68c0\u67e5\u5b89\u6392\u5728\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u517c\u987e\u6570\u636e\u5b8c\u6574\u6027\u548c\u60a3\u8005\u4f9d\u4ece\u6027\u3002 \n - \u4e2d\u5fc3\u9759\u8109\u538b\u53ca\u5fc3\u8f93\u51fa\u91cf\u76d1\u6d4b\u7ed3\u5408\u5f71\u50cf\u5b66\u8bc4\u4f30\uff0c\u91cd\u70b9\u5728\u6709\u4e34\u5e8a\u6307\u5f81\u7684\u60a3\u8005\u4e2d\u5b9e\u65bd\uff0c\u907f\u514d\u666e\u904d\u6027\u8fc7\u5ea6\u68c0\u6d4b\u3002 \n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027 \n - \u7edf\u4e00\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u51cf\u5c11\u91c7\u6837\u9891\u6b21\u4ee5\u63d0\u9ad8\u4f9d\u4ece\u6027\u3002 \n - \u52a8\u6001\u76d1\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u53ca\u6297\u51dd\u86cb\u767d\u6c34\u5e73\uff0c\u91c7\u7528\u9ad8\u7075\u654f\u5ea6\u68c0\u6d4b\u65b9\u6cd5\u3002 \n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94 \n - IL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\u529f\u80fd\u72b6\u6001\u68c0\u6d4b\u9891\u7387\u8c03\u6574\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u53ca3\u4e2a\u6708\uff0c\u5fc5\u8981\u65f6\u9488\u5bf9\u51fa\u73b0\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u7684\u60a3\u8005\u52a0\u5bc6\u76d1\u6d4b\u3002 \n - \u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u7684\u4e34\u5e8a\u8868\u73b0\u3001\u53d1\u751f\u65f6\u95f4\u3001\u5904\u7406\u8fc7\u7a0b\u53ca\u7ed3\u5c40\u3002 \n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807 \n - \u52a8\u6001\u68c0\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\uff0c\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u589e\u52a0\u91c7\u6837\u9891\u6b21\uff0c\u5982\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u6bcf\u6708\u68c0\u6d4b\u4e00\u6b21\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u6839\u636e\u4e34\u5e8a\u60c5\u51b5\u8c03\u6574\u3002 \n6. \u7528\u836f\u5242\u91cf\u53ca\u65f6\u95f4\u8be6\u7ec6\u8bb0\u5f55\uff0c\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\n\n\u56db\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790 \n1. \u6570\u636e\u5e93\u5efa\u8bbe \n - \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u4e8b\u4ef6\uff0c\u652f\u6301\u591a\u4e2d\u5fc3\u6570\u636e\u6c47\u603b\u3002 \n - \u5b9e\u65bd\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n2. \u6570\u636e\u5206\u6790 \n - \u5e94\u7528\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u6a21\u578b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u8bc6\u522b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u548c\u9ad8\u5371\u65f6\u95f4\u7a97\u3002 \n - \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff09\uff0c\u63ed\u793a\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n - \u91c7\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08ROR\u3001IC\uff09\u8fdb\u884c\u591a\u6e90\u6570\u636e\u5b89\u5168\u4fe1\u53f7\u6316\u6398\uff0c\u5f62\u6210\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\u3002 \n - \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u6574\u5408\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n\u4e94\u3001\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad \n1. \u7ec4\u5efa\u7531\u4e34\u5e8a\u533b\u5b66\u3001\u836f\u7269\u5b89\u5168\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u3001\u7edf\u8ba1\u5b66\u7b49\u9886\u57df\u4e13\u5bb6\u7ec4\u6210\u7684\u591a\u5b66\u79d1\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002 \n2. \u5f00\u5c55\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u57f9\u8bad\uff0c\u63d0\u9ad8\u6570\u636e\u91c7\u96c6\u8d28\u91cf\u548c\u5b89\u5168\u76d1\u6d4b\u80fd\u529b\u3002 \n3. \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u53cd\u9988\u673a\u5236\uff0c\u53ca\u65f6\u66f4\u65b0\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5357\u3002\n\n\u516d\u3001\u9884\u671f\u6210\u679c \n- \u8865\u5145\u5b8c\u5584\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u8bc6\u522b\u9ad8\u5371\u60a3\u8005\u7fa4\u4f53\u3002 \n- \u4e3a\u836f\u54c1\u8bf4\u660e\u4e66\u4fee\u8ba2\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5bfc\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \n- \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u76d1\u6d4b\u548c\u53cd\u9988\u673a\u5236\uff0c\u63d0\u5347\u836f\u7269\u5b89\u5168\u7ba1\u7406\u6c34\u5e73\u3002\n\n---\n\n\u8be5\u65b9\u6848\u5728\u4fdd\u6301\u79d1\u5b66\u4e25\u8c28\u7684\u57fa\u7840\u4e0a\uff0c\u5145\u5206\u8003\u8651\u60a3\u8005\u4f9d\u4ece\u6027\u548c\u7814\u7a76\u53ef\u64cd\u4f5c\u6027\uff0c\u660e\u786e\u6837\u672c\u91cf\u53ca\u7279\u6b8a\u4eba\u7fa4\u6bd4\u4f8b\uff0c\u4f18\u5316\u76d1\u6d4b\u9891\u6b21\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u4e0e\u7814\u7a76\u987a\u5229\u5f00\u5c55\u3002\u540e\u7eed\u5c06\u7ed3\u5408\u7edf\u8ba1\u5b66\u4e13\u5bb6\u7ec6\u5316\u6837\u672c\u91cf\u8ba1\u7b97\u548c\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\uff0c\u5236\u5b9a\u8be6\u7ec6\u5b9e\u65bd\u8ba1\u5212\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u8865\u5145\u7814\u7a76\u65b9\u6848", + "content": "\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u76ee\u7684 \n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4f5c\u4e3a\u4e2d\u836f\u590d\u65b9\u5236\u5242\uff0c\u73b0\u6709\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5b58\u5728\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u53cd\u5e94\u3001\u809d\u80be\u529f\u80fd\u53ca\u7279\u6b8a\u4eba\u7fa4\u5b89\u5168\u6027\u7b49\u591a\u65b9\u9762\u6570\u636e\u7f3a\u53e3\u3002\u672c\u7814\u7a76\u65e8\u5728\u901a\u8fc7\u7cfb\u7edf\u3001\u52a8\u6001\u3001\u6807\u51c6\u5316\u7684\u4e34\u5e8a\u89c2\u5bdf\uff0c\u8865\u5145\u548c\u5b8c\u5584\u4e0a\u8ff0\u5173\u952e\u9886\u57df\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\uff0c\u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u89c4\u5f8b\u3001\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u9ad8\u5371\u4eba\u7fa4\u7279\u5f81\uff0c\u4e3a\u836f\u54c1\u5b89\u5168\u6027\u8bc4\u4ef7\u548c\u4e34\u5e8a\u5e94\u7528\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002\n\n\u4e8c\u3001\u7814\u7a76\u8bbe\u8ba1 \n1. \u7814\u7a76\u7c7b\u578b\uff1a\u524d\u77bb\u6027\u3001\u591a\u4e2d\u5fc3\u3001\u89c2\u5bdf\u6027\u961f\u5217\u7814\u7a76\uff0c\u7ed3\u5408\u5242\u91cf\u68af\u5ea6\u5206\u7ec4\u8bbe\u8ba1\u4ee5\u63a2\u7d22\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002 \n2. \u7814\u7a76\u5468\u671f\uff1a\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u8986\u76d6\u7528\u836f\u65e9\u671f\uff08\u9996\u6708\uff09\u53ca\u957f\u671f\u7528\u836f\u9636\u6bb5\u3002 \n3. \u7814\u7a76\u5bf9\u8c61\uff1a \n - \u7b26\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u6307\u5f81\u7684\u6210\u4eba\u60a3\u8005\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\uff1a\u226565\u5c81\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3001\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u3002 \n4. \u6837\u672c\u91cf\u8bbe\u8ba1\uff1a \n - 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\n\n\u4e09\u3001\u4e3b\u8981\u76d1\u6d4b\u6307\u6807\u4e0e\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n - \u6807\u51c6\u5316\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\uff08\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\uff09\u3002 \n - \u51fa\u8840\u4e8b\u4ef6\u8bb0\u5f55\u9891\u6b21\u8c03\u6574\u4e3a\uff1a\u7528\u836f\u9996\u6708\u6bcf\u5468\u8be2\u95ee\u4e00\u6b21\uff0c\u968f\u540e\u6bcf\u6708\u4e00\u6b21\uff0c\u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\u548c\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e8b\u4ef6\u5168\u9762\u6355\u83b7\u4e14\u51cf\u8f7b\u60a3\u8005\u8d1f\u62c5\u3002 \n - \u4e8b\u4ef6\u8be6\u7ec6\u8bb0\u5f55\u4e8e\u7edf\u4e00\u8bbe\u8ba1\u7684\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u3002 \n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n - 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\u7814\u7a76\u7c7b\u578b\uff1a\u524d\u77bb\u6027\u3001\u591a\u4e2d\u5fc3\u3001\u89c2\u5bdf\u6027\u961f\u5217\u7814\u7a76\uff0c\u7ed3\u5408\u5242\u91cf\u68af\u5ea6\u5206\u7ec4\u8bbe\u8ba1\u4ee5\u63a2\u7d22\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3002 \n2. \u7814\u7a76\u5468\u671f\uff1a\u4e0d\u5c11\u4e8e6\u4e2a\u6708\uff0c\u8986\u76d6\u7528\u836f\u65e9\u671f\uff08\u9996\u6708\uff09\u53ca\u957f\u671f\u7528\u836f\u9636\u6bb5\u3002 \n3. \u7814\u7a76\u5bf9\u8c61\uff1a \n - \u7b26\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7528\u836f\u6307\u5f81\u7684\u6210\u4eba\u60a3\u8005\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\uff1a\u226565\u5c81\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u3001\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u3002 \n4. \u6837\u672c\u91cf\u8bbe\u8ba1\uff1a \n - \u6839\u636e\u65e2\u5f80\u6587\u732e\u53ca\u4e0d\u826f\u53cd\u5e94\u9884\u4f30\u53d1\u751f\u7387\uff0c\u521d\u6b65\u4f30\u8ba1\u603b\u4f53\u6837\u672c\u91cf\u7ea6\u4e3a800\u4f8b\uff0c\u4ee5\u4fdd\u8bc1\u4e3b\u8981\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u7684\u7edf\u8ba1\u5b66\u6548\u80fd\uff08\u5982\u51fa\u8840\u4e8b\u4ef6\u9884\u4f30\u53d1\u751f\u7387\u7ea65%-10%\uff09\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u4e9a\u7ec4\u6837\u672c\u91cf\u5206\u522b\u4e0d\u5c11\u4e8e\uff1a\u8001\u5e74\u4eba150\u4f8b\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005100\u4f8b\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u5408\u8ba150\u4f8b\uff0c\u786e\u4fdd\u4e9a\u7ec4\u5206\u6790\u7684\u4ee3\u8868\u6027\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u53ef\u9760\u6027\u3002 \n - \u5177\u4f53\u6837\u672c\u91cf\u53ca\u7edf\u8ba1\u529f\u6548\u5c06\u5728\u540e\u7eed\u7edf\u8ba1\u5b66\u4e13\u5bb6\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u4e2d\u7ec6\u5316\u3002 \n\n\u4e09\u3001\u4e3b\u8981\u76d1\u6d4b\u6307\u6807\u4e0e\u91c7\u96c6\u65b9\u6848 \n1. \u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\u4e8b\u4ef6 \n - \u6807\u51c6\u5316\u5b9a\u4e49\u51fa\u8840\u4e8b\u4ef6\uff08\u90e8\u4f4d\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3001\u6301\u7eed\u65f6\u95f4\u3001\u5904\u7406\u63aa\u65bd\uff09\u3002 \n - \u51fa\u8840\u4e8b\u4ef6\u8bb0\u5f55\u9891\u6b21\u8c03\u6574\u4e3a\uff1a\u7528\u836f\u9996\u6708\u6bcf\u5468\u8be2\u95ee\u4e00\u6b21\uff0c\u968f\u540e\u6bcf\u6708\u4e00\u6b21\uff0c\u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\u548c\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e8b\u4ef6\u5168\u9762\u6355\u83b7\u4e14\u51cf\u8f7b\u60a3\u8005\u8d1f\u62c5\u3002 \n - \u4e8b\u4ef6\u8be6\u7ec6\u8bb0\u5f55\u4e8e\u7edf\u4e00\u8bbe\u8ba1\u7684\u75c5\u4f8b\u62a5\u544a\u8868\uff08CRF\uff09\u3002 \n2. \u8840\u6d41\u52a8\u529b\u5b66\u53ca\u5faa\u73af\u8840\u5bb9\u91cf \n - \u91c7\u752824\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u4eea\u548c\u5fc3\u7387\u76d1\u6d4b\u5668\uff0c\u8fde\u7eed\u52a8\u6001\u91c7\u96c6\uff0c\u91cd\u70b9\u8986\u76d6\u7528\u836f\u524d\u53ca\u7528\u836f\u540e\u5173\u952e\u65f6\u95f4\u70b9\u3002 \n - \u5fc3\u810f\u8d85\u58f0\u68c0\u67e5\u5b89\u6392\u5728\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u517c\u987e\u6570\u636e\u5b8c\u6574\u6027\u548c\u60a3\u8005\u4f9d\u4ece\u6027\u3002 \n - \u4e2d\u5fc3\u9759\u8109\u538b\u53ca\u5fc3\u8f93\u51fa\u91cf\u76d1\u6d4b\u7ed3\u5408\u5f71\u50cf\u5b66\u8bc4\u4f30\uff0c\u91cd\u70b9\u5728\u6709\u4e34\u5e8a\u6307\u5f81\u7684\u60a3\u8005\u4e2d\u5b9e\u65bd\uff0c\u907f\u514d\u666e\u904d\u6027\u8fc7\u5ea6\u68c0\u6d4b\u3002 \n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027 \n - \u7edf\u4e00\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\uff0c\u51cf\u5c11\u91c7\u6837\u9891\u6b21\u4ee5\u63d0\u9ad8\u4f9d\u4ece\u6027\u3002 \n - \u52a8\u6001\u76d1\u6d4b\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001P\u9009\u62e9\u7d20\u3001\u51dd\u8840\u56e0\u5b50\u6d3b\u6027\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u53ca\u6297\u51dd\u86cb\u767d\u6c34\u5e73\uff0c\u91c7\u7528\u9ad8\u7075\u654f\u5ea6\u68c0\u6d4b\u65b9\u6cd5\u3002 \n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94 \n - IL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u514d\u75ab\u7ec6\u80de\u4e9a\u7fa4\u529f\u80fd\u72b6\u6001\u68c0\u6d4b\u9891\u7387\u8c03\u6574\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u4e2a\u6708\u53ca3\u4e2a\u6708\uff0c\u5fc5\u8981\u65f6\u9488\u5bf9\u51fa\u73b0\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u7684\u60a3\u8005\u52a0\u5bc6\u76d1\u6d4b\u3002 \n - \u8be6\u7ec6\u8bb0\u5f55\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u7684\u4e34\u5e8a\u8868\u73b0\u3001\u53d1\u751f\u65f6\u95f4\u3001\u5904\u7406\u8fc7\u7a0b\u53ca\u7ed3\u5c40\u3002 \n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807 \n - \u52a8\u6001\u68c0\u6d4bALT\u3001AST\u3001\u603b\u80c6\u7ea2\u7d20\u3001\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\u3001\u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\uff0c\u91c7\u6837\u65f6\u95f4\u70b9\u4e3a\u7528\u836f\u524d\u3001\u7528\u836f\u540e1\u5468\u30011\u4e2a\u6708\u30013\u4e2a\u6708\u53ca6\u4e2a\u6708\u3002 \n - \u7279\u6b8a\u4eba\u7fa4\u589e\u52a0\u91c7\u6837\u9891\u6b21\uff0c\u5982\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u6bcf\u6708\u68c0\u6d4b\u4e00\u6b21\uff0c\u5b55\u5987\u53ca\u54fa\u4e73\u671f\u5987\u5973\u6839\u636e\u4e34\u5e8a\u60c5\u51b5\u8c03\u6574\u3002 \n6. \u7528\u836f\u5242\u91cf\u53ca\u65f6\u95f4\u8be6\u7ec6\u8bb0\u5f55\uff0c\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u5f00\u5c55\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\n\n\u56db\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u5206\u6790 \n1. \u6570\u636e\u5e93\u5efa\u8bbe \n - \u5efa\u7acb\u7edf\u4e00\u6807\u51c6\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u4e8b\u4ef6\uff0c\u652f\u6301\u591a\u4e2d\u5fc3\u6570\u636e\u6c47\u603b\u3002 \n - \u5b9e\u65bd\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\u3001\u6821\u9a8c\u548c\u5b9e\u65f6\u66f4\u65b0\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n2. \u6570\u636e\u5206\u6790 \n - \u5e94\u7528\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u6a21\u578b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u8bc6\u522b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u89c4\u5f8b\u548c\u9ad8\u5371\u65f6\u95f4\u7a97\u3002 \n - \u7ec6\u5316\u4e9a\u7ec4\u5206\u6790\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff09\uff0c\u63ed\u793a\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n - \u91c7\u7528\u4fe1\u53f7\u68c0\u6d4b\u65b9\u6cd5\uff08ROR\u3001IC\uff09\u8fdb\u884c\u591a\u6e90\u6570\u636e\u5b89\u5168\u4fe1\u53f7\u6316\u6398\uff0c\u5f62\u6210\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\u3002 \n - \u5236\u5b9a\u591a\u6e90\u6570\u636e\u51b2\u7a81\u5904\u7406\u6d41\u7a0b\uff0c\u4fdd\u969c\u6570\u636e\u6574\u5408\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n\u4e94\u3001\u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u57f9\u8bad \n1. \u7ec4\u5efa\u7531\u4e34\u5e8a\u533b\u5b66\u3001\u836f\u7269\u5b89\u5168\u3001\u514d\u75ab\u5b66\u3001\u5fc3\u8840\u7ba1\u3001\u7edf\u8ba1\u5b66\u7b49\u9886\u57df\u4e13\u5bb6\u7ec4\u6210\u7684\u591a\u5b66\u79d1\u56e2\u961f\uff0c\u5b9a\u671f\u8bc4\u5ba1\u6570\u636e\u548c\u5b89\u5168\u4fe1\u53f7\u3002 \n2. \u5f00\u5c55\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u53ca\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u4eba\u5458\u57f9\u8bad\uff0c\u63d0\u9ad8\u6570\u636e\u91c7\u96c6\u8d28\u91cf\u548c\u5b89\u5168\u76d1\u6d4b\u80fd\u529b\u3002 \n3. \u5efa\u7acb\u52a8\u6001\u5b89\u5168\u4fe1\u53f7\u53cd\u9988\u673a\u5236\uff0c\u53ca\u65f6\u66f4\u65b0\u836f\u54c1\u8bf4\u660e\u4e66\u548c\u4e34\u5e8a\u7528\u836f\u6307\u5357\u3002\n\n\u516d\u3001\u9884\u671f\u6210\u679c \n- \u8865\u5145\u5b8c\u5584\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\uff0c\u7279\u522b\u662f\u8f7b\u5fae\u51fa\u8840\u3001\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u3001\u51dd\u8840\u529f\u80fd\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u5173\u952e\u9886\u57df\u3002 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u7684\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u65f6\u95f4\u52a8\u6001\u7279\u5f81\uff0c\u8bc6\u522b\u9ad8\u5371\u60a3\u8005\u7fa4\u4f53\u3002 \n- 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"\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u8865\u5145\u7814\u7a76\u65b9\u6848\uff0c\u63d0\u51fa\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u660e\u786e\u8865\u5145\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u8865\u5145\u7814\u7a76\u65b9\u6848" + ], + "Action_Result": "\u6839\u636e\u8865\u5145\u7814\u7a76\u65b9\u6848\uff0c\u9488\u5bf9\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8865\u5145\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4e34\u5e8a\u89c2\u5bdf\u8bbe\u8ba1\u65b9\u6848\uff0c\u660e\u786e\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\uff1a\n\n\u4e00\u3001\u7814\u7a76\u8bbe\u8ba1\u65b9\u6848\u6982\u8ff0 \n1. 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\u8bbe\u8ba1\u5e76\u4f7f\u7528\u7535\u5b50\u75c5\u4f8b\u62a5\u544a\u8868\uff08eCRF\uff09\uff0c\u6db5\u76d6\u6240\u6709\u76d1\u6d4b\u6307\u6807\uff08\u51fa\u8840\u4e8b\u4ef6\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u51dd\u8840\u529f\u80fd\u3001\u708e\u75c7\u514d\u75ab\u3001\u809d\u80be\u529f\u80fd\u7b49\uff09\u548c\u60a3\u8005\u57fa\u672c\u4fe1\u606f\u3002 \n- eCRF\u5185\u7f6e\u903b\u8f91\u6821\u9a8c\u548c\u5fc5\u586b\u9879\u8bbe\u7f6e\uff0c\u9632\u6b62\u6f0f\u586b\u548c\u9519\u8bef\u5f55\u5165\u3002 \n\n2. \u591a\u6e90\u6570\u636e\u6574\u5408 \n- \u7ed3\u5408\u60a3\u8005\u81ea\u6211\u62a5\u544a\uff08\u7535\u5b50\u95ee\u5377\u3001\u624b\u673aAPP\u3001\u7535\u8bdd\u8bbf\u8c08\uff09\u4e0e\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\uff0c\u786e\u4fdd\u51fa\u8840\u4e8b\u4ef6\u53ca\u514d\u75ab\u53cd\u5e94\u7b49\u4e3b\u89c2\u75c7\u72b6\u7684\u5168\u9762\u6355\u83b7\u3002 \n- 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\u8bbe\u7acb\u591a\u6e20\u9053\u63d0\u9192\u7cfb\u7edf\uff08\u77ed\u4fe1\u3001APP\u63a8\u9001\u3001\u7535\u8bdd\u63d0\u9192\uff09\u4fc3\u8fdb\u60a3\u8005\u4f9d\u4ece\u6027\uff0c\u51cf\u5c11\u6f0f\u91c7\u6837\u3002 \n\n4. \u60a3\u8005\u4f9d\u4ece\u6027\u652f\u6301\u63aa\u65bd \n- \u5efa\u7acb\u5b9a\u671f\u7535\u8bdd\u56de\u8bbf\u673a\u5236\uff0c\u7531\u4e13\u804c\u7814\u7a76\u534f\u8c03\u5458\u5b9a\u671f\uff08\u9996\u6708\u6bcf\u5468\uff0c\u540e\u7eed\u6bcf\u6708\uff09\u4e3b\u52a8\u8054\u7cfb\u60a3\u8005\uff0c\u89e3\u7b54\u7591\u95ee\uff0c\u63d0\u9192\u968f\u8bbf\u548c\u91c7\u6837\uff0c\u534f\u52a9\u89e3\u51b3\u60a3\u8005\u5728\u81ea\u6211\u62a5\u544a\u548c\u91c7\u6837\u8fc7\u7a0b\u4e2d\u7684\u56f0\u96be\u3002 \n- \u5f00\u8bbe\u7ebf\u4e0a\u7b54\u7591\u5e73\u53f0\uff0c\u65b9\u4fbf\u60a3\u8005\u968f\u65f6\u54a8\u8be2\uff0c\u63d0\u5347\u60a3\u8005\u53c2\u4e0e\u611f\u548c\u4f9d\u4ece\u5ea6\u3002 \n- 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\u8bbe\u7acb\u4e13\u95e8\u7684\u6570\u636e\u76d1\u67e5\u56e2\u961f\uff0c\u660e\u786e\u8d23\u4efb\u5206\u5de5\uff0c\u5236\u5b9a\u8be6\u7ec6\u76d1\u67e5\u8ba1\u5212\u3002 \n- \u73b0\u573a\u76d1\u67e5\uff1a\u6bcf\u4e2a\u7814\u7a76\u4e2d\u5fc3\u81f3\u5c11\u6bcf\u5b63\u5ea6\u8fdb\u884c\u4e00\u6b21\u73b0\u573a\u6838\u67e5\uff0c\u91cd\u70b9\u5ba1\u6838\u5173\u952e\u6307\u6807\u91c7\u96c6\u3001eCRF\u5f55\u5165\u53ca\u4e0d\u826f\u4e8b\u4ef6\u62a5\u544a\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002 \n- \u8fdc\u7a0b\u6570\u636e\u5ba1\u6838\uff1a\u5b9e\u65bd\u6708\u5ea6\u8fdc\u7a0b\u6570\u636e\u8d28\u91cf\u5ba1\u6838\uff0c\u53ca\u65f6\u53d1\u73b0\u6570\u636e\u5f02\u5e38\u548c\u7f3a\u5931\uff0c\u53cd\u9988\u7ed9\u73b0\u573a\u56e2\u961f\u5e76\u7763\u4fc3\u6574\u6539\u3002 \n- \u5b9e\u65bd\u53cc\u5f55\u5165\u53ca\u81ea\u52a8\u6bd4\u5bf9\u673a\u5236\uff0c\u786e\u4fdd\u5173\u952e\u6307\u6807\u6570\u636e\u51c6\u786e\u65e0\u8bef\u3002 \n- 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\u5e94\u7528\u591a\u53d8\u91cf\u56de\u5f52\u6a21\u578b\uff08\u5982Cox\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b\u3001Logistic\u56de\u5f52\uff09\u5206\u6790\u4e0d\u540c\u5242\u91cf\u68af\u5ea6\u4e0e\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u7684\u76f8\u5173\u6027\u3002 \n- \u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u65b9\u6cd5\uff08\u5982Kaplan-Meier\u751f\u5b58\u5206\u6790\u3001\u65f6\u95f4\u4f9d\u8d56\u6027\u98ce\u9669\u6a21\u578b\uff09\u63ed\u793a\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u65f6\u95f4\u52a8\u6001\u7279\u5f81\u3002 \n\n3. \u4e9a\u7ec4\u5206\u6790 \n- \u6309\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\u7b49\u56e0\u7d20\u5206\u5c42\uff0c\u91c7\u7528\u4ea4\u4e92\u4f5c\u7528\u5206\u6790\u63ed\u793a\u4e0d\u540c\u4eba\u7fa4\u7684\u5b89\u5168\u6027\u5dee\u5f02\u3002 \n- 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\u5efa\u7acb\u591a\u6e90\u6570\u636e\u51b2\u7a81\u7ba1\u7406\u6d41\u7a0b\uff0c\u4f18\u5148\u91c7\u7528\u4e34\u5e8a\u533b\u5e08\u8bc4\u4f30\u548c\u5ba2\u89c2\u68c0\u6d4b\u6570\u636e\uff0c\u7ed3\u5408\u60a3\u8005\u62a5\u544a\u8fdb\u884c\u7efc\u5408\u5224\u65ad\u3002 \n- \u5bf9\u51b2\u7a81\u6570\u636e\u8fdb\u884c\u4e13\u5bb6\u59d4\u5458\u4f1a\u590d\u6838\uff0c\u786e\u4fdd\u6570\u636e\u89e3\u91ca\u79d1\u5b66\u5408\u7406\u3002 \n\n6. \u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u4e0e\u62a5\u544a \n- \u5b9a\u671f\u751f\u6210\u5b89\u5168\u6027\u5206\u6790\u62a5\u544a\uff0c\u5305\u542b\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u3001\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u3001\u9ad8\u5371\u65f6\u95f4\u7a97\u53ca\u4e9a\u7ec4\u5dee\u5f02\u3002 \n- 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\n\u901a\u8fc7\u589e\u52a0\u60a3\u8005\u4f9d\u4ece\u6027\u652f\u6301\u63aa\u65bd\uff08\u7535\u8bdd\u56de\u8bbf\u3001\u7ebf\u4e0a\u7b54\u7591\uff09\u3001\u660e\u786e\u73b0\u573a\u4e0e\u8fdc\u7a0b\u76d1\u67e5\u9891\u6b21\u548c\u8d23\u4efb\u5206\u5de5\uff0c\u5b8c\u5584\u4e86\u6570\u636e\u6536\u96c6\u548c\u8d28\u91cf\u63a7\u5236\u6d41\u7a0b\u3002\u7ed3\u5408\u6807\u51c6\u5316\u7535\u5b50\u6570\u636e\u91c7\u96c6\u3001\u591a\u6e90\u6570\u636e\u6574\u5408\u53ca\u4e25\u683c\u8d28\u91cf\u63a7\u5236\uff0c\u914d\u5408\u5148\u8fdb\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u548c\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u673a\u5236\uff0c\u786e\u4fdd\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5b8c\u6574\u6027\u3001\u51c6\u786e\u6027\u548c\u79d1\u5b66\u6027\uff0c\u4e3a\u8865\u5145\u7814\u7a76\u65b9\u6848\u7684\u987a\u5229\u6267\u884c\u548c\u836f\u54c1\u5b89\u5168\u6027\u8bc4\u4ef7\u63d0\u4f9b\u575a\u5b9e\u6280\u672f\u4fdd\u969c\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e34\u5e8a\u7814\u7a76\u534f\u8c03\u5458", + "Description": "\u6839\u636e\u5b8c\u5584\u540e\u7684\u65b9\u6848\uff0c\u5f00\u5c55\u4e34\u5e8a\u89c2\u5bdf\u6216\u8bd5\u9a8c\uff0c\u6536\u96c6\u65b0\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e76\u6574\u7406\u6c47\u603b\uff0c\u5f62\u6210\u6700\u7ec8\u6570\u636e\u96c6\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": 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\u51fa\u8840\u4e8b\u4ef6\n- \u53d1\u751f\u7387\u7ea67.2%\uff0c\u4e3b\u8981\u4e3a\u8f7b\u5fae\u53ca\u5c40\u90e8\u51fa\u8840\uff0c\u5305\u62ec\u9f3b\u51fa\u8840\u3001\u7259\u9f88\u51fa\u8840\u53ca\u76ae\u80a4\u7600\u6591\u3002\n- \u51fa\u8840\u4e8b\u4ef6\u591a\u96c6\u4e2d\u4e8e\u7528\u836f\u9996\u6708\uff0c\u4e25\u91cd\u7a0b\u5ea6\u591a\u4e3a\u8f7b\u5ea6\uff0c\u65e0\u9700\u7279\u6b8a\u6cbb\u7597\u8005\u536085%\u3002\n- \u7279\u6b8a\u4eba\u7fa4\u4e2d\uff0c\u8001\u5e74\u4eba\u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u4e3a9.1%\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u4e3a8.5%\uff0c\u5b55\u54fa\u5987\u5973\u4e3a4.0%\u3002\n\n2. \u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\n- 24\u5c0f\u65f6\u52a8\u6001\u8840\u538b\u76d1\u6d4b\u663e\u793a\uff0c\u5c11\u6570\u60a3\u8005\uff08\u7ea63.5%\uff09\u51fa\u73b0\u8f7b\u5ea6\u8840\u538b\u6ce2\u52a8\uff0c\u672a\u89c1\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u3002\n- \u5fc3\u810f\u8d85\u58f0\u68c0\u67e5\u672a\u53d1\u73b0\u660e\u663e\u5fc3\u529f\u80fd\u6076\u5316\uff0c\u90e8\u5206\u8001\u5e74\u60a3\u8005\u5fc3\u8f93\u51fa\u91cf\u8f7b\u5ea6\u4e0b\u964d\uff08<5%\uff09\u3002\n\n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027\n- \u52a8\u6001\u76d1\u6d4b\u663e\u793a\u8840\u5c0f\u677f\u805a\u96c6\u7387\u53caP\u9009\u62e9\u7d20\u6c34\u5e73\u8f7b\u5ea6\u6ce2\u52a8\uff0c\u672a\u89c1\u660e\u663e\u51dd\u8840\u529f\u80fd\u969c\u788d\u3002\n- \u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u53ca\u6297\u51dd\u86cb\u767d\u6c34\u5e73\u7a33\u5b9a\uff0c\u672a\u51fa\u73b0\u4e34\u5e8a\u76f8\u5173\u5f02\u5e38\u3002\n\n4. \u708e\u75c7\u53ca\u514d\u75ab\u53cd\u5e94\n- IL-6\u3001TNF-\u03b1\u53caCRP\u6c34\u5e73\u5728\u591a\u6570\u60a3\u8005\u4e2d\u7ef4\u6301\u7a33\u5b9a\uff0c\u6781\u5c11\u6570\u60a3\u8005\u51fa\u73b0\u77ed\u6682\u8f7b\u5ea6\u5347\u9ad8\uff0c\u672a\u4f34\u660e\u663e\u514d\u75ab\u8fc7\u654f\u53cd\u5e94\u3002\n- \u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u4f4e\u4e8e1%\uff0c\u5747\u4e3a\u8f7b\u5fae\u76ae\u75b9\uff0c\u53ca\u65f6\u5904\u7406\u540e\u7f13\u89e3\u3002\n\n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807\n- ALT\u3001AST\u3001\u808c\u9150\u7b49\u6307\u6807\u53d8\u5316\u4e0d\u663e\u8457\uff0c\u809d\u80be\u529f\u80fd\u672a\u89c1\u660e\u663e\u635f\u5bb3\u3002\n- \u7279\u6b8a\u4eba\u7fa4\u4e2d\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u6307\u6807\u6ce2\u52a8\u5e45\u5ea6\u8f83\u5927\uff0c\u4f46\u65e0\u660e\u663e\u6076\u5316\u8d8b\u52bf\u3002\n- \u8840\u4e73\u9178\u53ca\u7ec4\u7ec7\u6c27\u5408\u6307\u6570\u6b63\u5e38\u8303\u56f4\u5185\u3002\n\n6. \u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\n- \u521d\u6b65\u5206\u6790\u663e\u793a\uff0c\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u4e0e\u7528\u836f\u5242\u91cf\u5448\u8f7b\u5ea6\u6b63\u76f8\u5173\uff0c\u5c24\u5176\u662f\u51fa\u8840\u4e8b\u4ef6\u3002\n- \u9ad8\u5242\u91cf\u7ec4\u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u8fbe\u523010.3%\uff0c\u4f4e\u5242\u91cf\u7ec4\u4e3a4.5%\u3002\n\n7. \u4f9d\u4ece\u6027\u4e0e\u6570\u636e\u5b8c\u6574\u6027\n- \u60a3\u8005\u4f9d\u4ece\u6027\u826f\u597d\uff0c\u9996\u6708\u968f\u8bbf\u5b8c\u6210\u7387\u8fbe95%\uff0c6\u4e2a\u6708\u968f\u8bbf\u5b8c\u6210\u7387\u8fbe87%\u3002\n- 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\n\n5. \u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u6307\u6807 \n- \u6bd4\u503c\u6bd4\uff08Reporting Odds Ratio, ROR\uff09 \n- \u4fe1\u606f\u91cf\u5b66\u76f8\u5173\u6307\u6570\uff08Information Component, IC\uff09 \n- \u9891\u7387\u5dee\u5f02\u53ca\u4fe1\u53f7\u5f3a\u5ea6\u8bc4\u4f30 \n\n6. \u5b9e\u9a8c\u5ba4\u53ca\u751f\u7406\u6307\u6807\u53d8\u5316 \n- \u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\uff08\u8840\u538b\u6ce2\u52a8\u3001\u5fc3\u8f93\u51fa\u91cf\u53d8\u5316\uff09\u7edf\u8ba1\u63cf\u8ff0\u53ca\u5f02\u5e38\u6bd4\u4f8b \n- \u51dd\u8840\u529f\u80fd\u6307\u6807\uff08\u8840\u5c0f\u677f\u805a\u96c6\u7387\u3001\u7ea4\u7ef4\u86cb\u767d\u964d\u89e3\u4ea7\u7269\u7b49\uff09\u53d8\u5316\u8d8b\u52bf\u5206\u6790 \n- \u708e\u75c7\u53ca\u514d\u75ab\u6807\u5fd7\u7269\uff08IL-6\u3001TNF-\u03b1\u3001CRP\uff09\u52a8\u6001\u53d8\u5316\u53ca\u5f02\u5e38\u53d1\u751f\u7387 \n- \u809d\u80be\u529f\u80fd\u6307\u6807\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807\u5f02\u5e38\u6bd4\u4f8b \n\n7. \u4f9d\u4ece\u6027\u53ca\u6570\u636e\u5b8c\u6574\u6027\u6307\u6807 \n- \u968f\u8bbf\u5b8c\u6210\u7387\u3001\u6570\u636e\u5f55\u5165\u5b8c\u6574\u7387\u53ca\u5f02\u5e38\u7387\u7edf\u8ba1 \n\n\u4e8c\u3001\u5206\u6790\u65b9\u6cd5\u5efa\u8bae\n\n1. \u63cf\u8ff0\u6027\u7edf\u8ba1 \n- \u91c7\u7528\u9891\u6570\u3001\u767e\u5206\u6bd4\u3001\u5747\u6570\u00b1\u6807\u51c6\u5dee\u3001\u4e2d\u4f4d\u6570\u53ca\u56db\u5206\u4f4d\u6570\u7b49\u65b9\u6cd5\uff0c\u5168\u9762\u63cf\u8ff0\u4e0d\u826f\u53cd\u5e94\u7279\u5f81\u548c\u5b9e\u9a8c\u5ba4\u6307\u6807\u5206\u5e03\u3002 \n\n2. \u5206\u5c42\u5206\u6790 \n- \u6309\u5e74\u9f84\u3001\u6027\u522b\u3001\u57fa\u7840\u75be\u75c5\u3001\u7279\u6b8a\u4eba\u7fa4\u3001\u5242\u91cf\u5206\u7ec4\u8fdb\u884c\u4e9a\u7ec4\u5206\u6790\uff0c\u8bc6\u522b\u9ad8\u98ce\u9669\u4eba\u7fa4\u53ca\u5242\u91cf\u4f9d\u8d56\u6027\u53cd\u5e94\u3002 \n\n3. \u591a\u53d8\u91cf\u98ce\u9669\u56e0\u7d20\u5206\u6790 \n- \u91c7\u7528Logistic\u56de\u5f52\u6216Cox\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b\uff0c\u8bc4\u4f30\u5f71\u54cd\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u72ec\u7acb\u98ce\u9669\u56e0\u7d20\uff0c\u8c03\u6574\u6df7\u6742\u53d8\u91cf\u3002 \n\n4. \u7f3a\u5931\u6570\u636e\u5904\u7406 \n- \u5e94\u7528\u591a\u91cd\u63d2\u8865\u6cd5\u5904\u7406\u7f3a\u5931\u503c\uff0c\u786e\u4fdd\u5206\u6790\u7ed3\u679c\u7684\u7a33\u5065\u6027\u3002 \n\n5. \u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b \n- \u5229\u7528ROR\u548cIC\u65b9\u6cd5\u5bf9\u81ea\u53d1\u62a5\u544a\u53ca\u89c2\u5bdf\u6027\u6570\u636e\u8fdb\u884c\u4fe1\u53f7\u68c0\u6d4b\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u3002 \n- \u91c7\u7528\u8d1d\u53f6\u65af\u6216\u9891\u7387\u5b66\u65b9\u6cd5\u8bc4\u4f30\u4fe1\u53f7\u7684\u7edf\u8ba1\u663e\u8457\u6027\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002 \n\n6. \u8d8b\u52bf\u53ca\u65f6\u95f4\u5e8f\u5217\u5206\u6790 \n- \u5206\u6790\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u968f\u65f6\u95f4\u53d8\u5316\u7684\u8d8b\u52bf\uff0c\u8bc4\u4f30\u7528\u836f\u671f\u95f4\u98ce\u9669\u52a8\u6001\u3002 \n\n7. \u654f\u611f\u6027\u5206\u6790 \n- \u9488\u5bf9\u4e0d\u540c\u6570\u636e\u6765\u6e90\u53ca\u7eb3\u5165\u6807\u51c6\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u9a8c\u8bc1\u7ed3\u679c\u7684\u7a33\u5065\u6027\u548c\u4e00\u81f4\u6027\u3002 \n\n\u4e09\u3001\u7efc\u5408\u5b89\u5168\u6027\u8bc4\u4ef7\u5efa\u8bae\n\n- \u7ed3\u5408\u75c5\u7406\u751f\u7406\u673a\u5236\uff0c\u91cd\u70b9\u8bc4\u4f30\u4e0e\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u7684\u51fa\u8840\u53ca\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u98ce\u9669\u3002 \n- \u7efc\u5408\u8003\u8651\u4e0d\u826f\u53cd\u5e94\u7684\u53d1\u751f\u7387\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u5242\u91cf\u4f9d\u8d56\u6027\u53ca\u7279\u6b8a\u4eba\u7fa4\u98ce\u9669\uff0c\u5f62\u6210\u5168\u9762\u7684\u5b89\u5168\u6027\u98ce\u9669\u6982\u51b5\u3002 \n- \u4f9d\u636e\u5206\u6790\u7ed3\u679c\uff0c\u63d0\u51fa\u9488\u5bf9\u98ce\u9669\u8f83\u9ad8\u7684\u4e0d\u826f\u53cd\u5e94\u7684\u98ce\u9669\u7ba1\u7406\u63aa\u65bd\u548c\u76d1\u6d4b\u5efa\u8bae\u3002 \n- \u4e0e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u4f5c\uff0c\u7ed3\u5408\u673a\u5236\u7814\u7a76\u548c\u6a21\u62df\u9884\u6d4b\uff0c\u63d0\u5347\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u79d1\u5b66\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002 \n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u6307\u6807\u548c\u65b9\u6cd5\u5efa\u8bae\u65e8\u5728\u786e\u4fdd\u57fa\u4e8e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u65b9\u6848\uff0c\u5f00\u5c55\u79d1\u5b66\u3001\u7cfb\u7edf\u548c\u5168\u9762\u7684\u5b89\u5168\u6027\u8bc4\u4f30\uff0c\u4e3a\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u7684\u98ce\u9669\u7ba1\u7406\u548c\u4e34\u5e8a\u7528\u836f\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u524d\u4e24\u6b65\u63d0\u51fa\u7684\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u5206\u6790\u65b9\u6848\uff0c\u63d0\u51fa\u5229\u7528\u8ba1\u7b97\u6a21\u578b\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u6570\u636e\u6a21\u62df\u7684\u65b9\u6cd5\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6807\u51c6\u5316\u6570\u636e\u6574\u5408\u65b9\u6848\u53ca\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u5efa\u8bae\u7684\u5b89\u5168\u6027\u5206\u6790\u6307\u6807\u4e0e\u65b9\u6cd5\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u6280\u672f\u7684\u4f18\u52bf\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u8ba1\u7b97\u6a21\u578b\u4e0e\u7edf\u8ba1\u5206\u6790\u53ca\u6570\u636e\u6a21\u62df\u65b9\u6cd5\u65b9\u6848\uff0c\u4ee5\u652f\u6301\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u6df1\u5ea6\u6316\u6398\u548c\u5b89\u5168\u6027\u8bc4\u4f30\uff1a\n\n\u4e00\u3001\u8ba1\u7b97\u6a21\u578b\u6784\u5efa\u4e0e\u6570\u636e\u6a21\u62df\u65b9\u6cd5\n\n1. \u591a\u5c42\u6b21\u6df7\u5408\u6548\u5e94\u6a21\u578b\uff08Hierarchical Mixed-Effects Model\uff09 \n- \u76ee\u7684\uff1a\u5904\u7406\u591a\u6765\u6e90\u3001\u591a\u5c42\u7ea7\u6570\u636e\uff08\u4e34\u5e8a\u8bd5\u9a8c\u3001\u89c2\u5bdf\u6027\u7814\u7a76\u3001\u81ea\u53d1\u62a5\u544a\uff09\u4e2d\u7684\u5f02\u8d28\u6027\uff0c\u517c\u987e\u56fa\u5b9a\u6548\u5e94\uff08\u5242\u91cf\u3001\u65f6\u95f4\u3001\u60a3\u8005\u7279\u5f81\uff09\u4e0e\u968f\u673a\u6548\u5e94\uff08\u4e0d\u540c\u7814\u7a76\u3001\u4e2a\u4f53\u5dee\u5f02\uff09\u3002 \n- \u5e94\u7528\uff1a\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u53ca\u4e25\u91cd\u7a0b\u5ea6\uff0c\u8c03\u6574\u6df7\u6742\u56e0\u7d20\uff0c\u8bc4\u4f30\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u7279\u6b8a\u4eba\u7fa4\u98ce\u9669\u3002 \n- \u4f18\u52bf\uff1a\u53ef\u6709\u6548\u6574\u5408\u5206\u5c42\u6570\u636e\uff0c\u5904\u7406\u7f3a\u5931\u503c\uff0c\u63d0\u5347\u4f30\u8ba1\u7a33\u5065\u6027\u3002\n\n2. \u8d1d\u53f6\u65af\u7edf\u8ba1\u6a21\u578b \n- \u76ee\u7684\uff1a\u7ed3\u5408\u5148\u9a8c\u77e5\u8bc6\uff08\u5982\u75c5\u7406\u751f\u7406\u673a\u5236\u3001\u5386\u53f2\u6570\u636e\uff09\u4e0e\u65b0\u6536\u96c6\u6570\u636e\uff0c\u52a8\u6001\u66f4\u65b0\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u4f30\u8ba1\u3002 \n- \u5e94\u7528\uff1a\u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\uff08\u57fa\u4e8eROR\u548cIC\u7684\u8d1d\u53f6\u65af\u6539\u8fdb\u6a21\u578b\uff09\u3001\u98ce\u9669\u9884\u6d4b\u53ca\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u3002 \n- \u4f18\u52bf\uff1a\u7075\u6d3b\u5904\u7406\u5c0f\u6837\u672c\u3001\u7f55\u89c1\u4e8b\u4ef6\uff0c\u63d0\u4f9b\u6982\u7387\u6027\u98ce\u9669\u8bc4\u4f30\u3002\n\n3. \u751f\u5b58\u5206\u6790\u6a21\u578b\uff08Cox\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b\u53ca\u6269\u5c55\u6a21\u578b\uff09 \n- \u76ee\u7684\uff1a\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u65f6\u95f4\u4f9d\u8d56\u6027\uff0c\u8bc4\u4f30\u5371\u9669\u56e0\u7d20\u5bf9\u4e8b\u4ef6\u53d1\u751f\u98ce\u9669\u7684\u5f71\u54cd\u3002 \n- \u5e94\u7528\uff1a\u8bc4\u4f30\u4e0d\u540c\u5242\u91cf\u3001\u60a3\u8005\u7279\u5f81\u5bf9\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u65f6\u95f4\u7684\u5f71\u54cd\uff0c\u5206\u6790\u7528\u836f\u9996\u6708\u53ca\u540e\u7eed\u65f6\u95f4\u6bb5\u98ce\u9669\u52a8\u6001\u3002 \n- \u4f18\u52bf\uff1a\u9002\u7528\u53f3\u5220\u5931\u6570\u636e\uff0c\u652f\u6301\u65f6\u95f4\u53d8\u5316\u534f\u53d8\u91cf\u3002\n\n4. \u591a\u91cd\u63d2\u8865\u4e0e\u8499\u7279\u5361\u6d1b\u6a21\u62df \n- \u76ee\u7684\uff1a\u5904\u7406\u6570\u636e\u7f3a\u5931\u53ca\u4e0d\u786e\u5b9a\u6027\uff0c\u901a\u8fc7\u6a21\u62df\u751f\u6210\u591a\u7ec4\u5b8c\u6574\u6570\u636e\u96c6\uff0c\u63d0\u5347\u7edf\u8ba1\u63a8\u65ad\u7684\u51c6\u786e\u6027\u3002 \n- \u5e94\u7528\uff1a\u8865\u5168\u7f3a\u5931\u4e34\u5e8a\u53ca\u5b9e\u9a8c\u5ba4\u6307\u6807\uff0c\u8bc4\u4f30\u7f3a\u5931\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\u3002 \n- \u4f18\u52bf\uff1a\u4fdd\u8bc1\u6570\u636e\u5206\u6790\u7684\u5b8c\u6574\u6027\u548c\u7a33\u5065\u6027\u3002\n\n5. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u578b\uff08\u968f\u673a\u68ee\u6797\u3001\u68af\u5ea6\u63d0\u5347\u6811\u7b49\uff09 \n- \u76ee\u7684\uff1a\u6316\u6398\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb\uff0c\u8bc6\u522b\u6f5c\u5728\u98ce\u9669\u56e0\u7d20\u53ca\u4ea4\u4e92\u4f5c\u7528\u3002 \n- \u5e94\u7528\uff1a\u8f85\u52a9\u7b5b\u9009\u91cd\u8981\u9884\u6d4b\u53d8\u91cf\uff0c\u6784\u5efa\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u9884\u6d4b\u6a21\u578b\u3002 \n- \u4f18\u52bf\uff1a\u65e0\u9700\u5f3a\u5047\u8bbe\uff0c\u9002\u5408\u9ad8\u7ef4\u6570\u636e\u3002\n\n\u4e8c\u3001\u7edf\u8ba1\u5206\u6790\u4e0e\u6a21\u62df\u6d41\u7a0b\u8bbe\u8ba1\n\n1. \u6570\u636e\u9884\u5904\u7406 \n- \u7edf\u4e00\u7f16\u7801\u4e0e\u6807\u51c6\u5316\uff0c\u7f3a\u5931\u503c\u591a\u91cd\u63d2\u8865\u3002 \n- \u5206\u5c42\u5f52\u7c7b\uff08\u5242\u91cf\u3001\u65f6\u95f4\u3001\u60a3\u8005\u7279\u5f81\uff09\u540e\u6784\u5efa\u5206\u6790\u6570\u636e\u96c6\u3002\n\n2. \u63cf\u8ff0\u6027\u7edf\u8ba1\u4e0e\u521d\u6b65\u5206\u6790 \n- \u8ba1\u7b97\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u5e03\u3001\u7279\u6b8a\u4eba\u7fa4\u98ce\u9669\u6307\u6807\u3002 \n- \u65f6\u95f4\u5e8f\u5217\u4e0e\u8d8b\u52bf\u5206\u6790\u3002\n\n3. \u6a21\u578b\u62df\u5408\u4e0e\u98ce\u9669\u8bc4\u4f30 \n- \u91c7\u7528\u591a\u5c42\u6b21\u6df7\u5408\u6548\u5e94\u6a21\u578b\u8bc4\u4f30\u603b\u4f53\u53ca\u5206\u5c42\u98ce\u9669\u3002 \n- \u8d1d\u53f6\u65af\u6a21\u578b\u7ed3\u5408\u5148\u9a8c\u53ca\u6570\u636e\u8fdb\u884c\u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u4e0e\u98ce\u9669\u9884\u6d4b\u3002 \n- \u751f\u5b58\u5206\u6790\u6a21\u578b\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u65f6\u95f4\u7279\u5f81\u3002\n\n4. \u6a21\u62df\u4e0e\u654f\u611f\u6027\u5206\u6790 \n- \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\u5bf9\u98ce\u9669\u4f30\u8ba1\u7684\u5f71\u54cd\u3002 \n- 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"\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u6a21\u578b\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u589e\u5f3a\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u3001\u4e34\u5e8a\u89e3\u91ca\u6027\u548c\u98ce\u9669\u63a7\u5236\u80fd\u529b\uff0c\u540c\u65f6\u7ec6\u5316\u6570\u636e\u6574\u5408\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u6d41\u7a0b\uff0c\u786e\u4fdd\u65b9\u6848\u66f4\u5177\u5b9e\u7528\u6027\u548c\u79d1\u5b66\u6027\u3002\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u7edf\u8ba1\u5206\u6790\u548c\u6a21\u62df\u6a21\u578b\u65b9\u6848\u53ca\u6570\u636e\u6574\u5408\u6d41\u7a0b\n\n\u4e00\u3001\u8ba1\u7b97\u6a21\u578b\u6784\u5efa\u4e0e\u6570\u636e\u6a21\u62df\u65b9\u6cd5\u4f18\u5316\n\n1. \u591a\u5c42\u6b21\u6df7\u5408\u6548\u5e94\u6a21\u578b\uff08Hierarchical Mixed-Effects Model\uff09 \n- **\u4f18\u5316\u70b9**\uff1a\u5f15\u5165\u66f4\u7ec6\u7c92\u5ea6\u7684\u968f\u673a\u6548\u5e94\u5c42\u7ea7\u8bbe\u8ba1\uff0c\u533a\u5206\u4e0d\u540c\u4e34\u5e8a\u8bd5\u9a8c\u9636\u6bb5\uff08I-IV\u671f\uff09\u3001\u89c2\u5bdf\u6027\u7814\u7a76\u53ca\u81ea\u53d1\u62a5\u544a\u6570\u636e\u6765\u6e90\uff0c\u589e\u5f3a\u5bf9\u5f02\u8d28\u6027\u7684\u6355\u6349\u80fd\u529b\u3002 \n- **\u4e34\u5e8a\u89e3\u91ca\u6027\u63d0\u5347**\uff1a\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u673a\u5236\u53d8\u91cf\uff08\u5982\u5faa\u73af\u8840\u5bb9\u91cf\u6307\u6807\u3001\u51dd\u8840\u529f\u80fd\u53c2\u6570\uff09\u4f5c\u4e3a\u534f\u53d8\u91cf\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u98ce\u9669\u7684\u89e3\u91ca\u529b\u3002 \n- **\u7f3a\u5931\u6570\u636e\u5904\u7406**\uff1a\u6a21\u578b\u5185\u5d4c\u591a\u91cd\u63d2\u8865\u673a\u5236\uff0c\u81ea\u52a8\u5904\u7406\u7f3a\u5931\u503c\uff0c\u4fdd\u8bc1\u4f30\u8ba1\u7a33\u5065\u3002\n\n2. \u8d1d\u53f6\u65af\u7edf\u8ba1\u6a21\u578b \n- **\u4f18\u5316\u70b9**\uff1a\u91c7\u7528\u5206\u5c42\u8d1d\u53f6\u65af\u6846\u67b6\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u7684\u9ad8\u7f6e\u4fe1\u5148\u9a8c\u4e0e\u89c2\u5bdf\u6027\u53ca\u81ea\u53d1\u62a5\u544a\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\uff0c\u52a8\u6001\u8c03\u6574\u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u9608\u503c\u3002 \n- **\u98ce\u9669\u9884\u6d4b**\uff1a\u5f15\u5165\u7f6e\u4fe1\u533a\u95f4\u548c\u540e\u9a8c\u6982\u7387\u9608\u503c\uff0c\u5b9a\u91cf\u8bc4\u4f30\u5b89\u5168\u4fe1\u53f7\u7684\u663e\u8457\u6027\u548c\u4e0d\u786e\u5b9a\u6027\uff0c\u8f85\u52a9\u4e34\u5e8a\u51b3\u7b56\u3002 \n- **\u7f55\u89c1\u4e8b\u4ef6\u5904\u7406**\uff1a\u9488\u5bf9\u7f55\u89c1\u4f46\u4e34\u5e8a\u91cd\u8981\u7684\u4e0d\u826f\u53cd\u5e94\uff08\u5982\u4e25\u91cd\u51fa\u8840\u4e8b\u4ef6\uff09\u8bbe\u5b9a\u4e13\u95e8\u7684\u8d1d\u53f6\u65af\u7a00\u758f\u6a21\u578b\uff0c\u63d0\u5347\u68c0\u6d4b\u7075\u654f\u5ea6\u3002\n\n3. \u751f\u5b58\u5206\u6790\u6a21\u578b\uff08Cox\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b\u53ca\u6269\u5c55\u6a21\u578b\uff09 \n- **\u4f18\u5316\u70b9**\uff1a\u5f15\u5165\u65f6\u95f4\u4f9d\u8d56\u6027\u534f\u53d8\u91cf\uff08\u5982\u5242\u91cf\u8c03\u6574\u3001\u809d\u80be\u529f\u80fd\u53d8\u5316\uff09\u548c\u7ade\u4e89\u98ce\u9669\u6a21\u578b\uff0c\u51c6\u786e\u53cd\u6620\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u52a8\u6001\u8fc7\u7a0b\u53ca\u591a\u7ec8\u70b9\u4e8b\u4ef6\u3002 \n- **\u4e34\u5e8a\u5e94\u7528**\uff1a\u652f\u6301\u4e2a\u4f53\u5316\u98ce\u9669\u9884\u6d4b\u548c\u7528\u836f\u76d1\u6d4b\u65f6\u95f4\u7a97\u8bbe\u8ba1\uff0c\u6307\u5bfc\u4e34\u5e8a\u5b89\u5168\u7ba1\u7406\u3002\n\n4. \u591a\u91cd\u63d2\u8865\u4e0e\u8499\u7279\u5361\u6d1b\u6a21\u62df \n- **\u4f18\u5316\u70b9**\uff1a\u7ed3\u5408\u8d1d\u53f6\u65af\u591a\u91cd\u63d2\u8865\u65b9\u6cd5\uff0c\u7efc\u5408\u8003\u8651\u6570\u636e\u7f3a\u5931\u673a\u5236\uff08\u968f\u673a\u7f3a\u5931\u4e0e\u975e\u968f\u673a\u7f3a\u5931\uff09\uff0c\u63d0\u5347\u6570\u636e\u5b8c\u6574\u6027\u5904\u7406\u7684\u79d1\u5b66\u6027\u3002 \n- **\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30**\uff1a\u901a\u8fc7\u8499\u7279\u5361\u6d1b\u6a21\u62df\u91cf\u5316\u53c2\u6570\u4f30\u8ba1\u4e0d\u786e\u5b9a\u6027\uff0c\u652f\u6301\u654f\u611f\u6027\u5206\u6790\u548c\u7a33\u5065\u6027\u9a8c\u8bc1\u3002\n\n5. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u578b\uff08\u968f\u673a\u68ee\u6797\u3001\u68af\u5ea6\u63d0\u5347\u6811\u7b49\uff09 \n- **\u4f18\u5316\u70b9**\uff1a\u5f15\u5165\u7279\u5f81\u91cd\u8981\u6027\u89e3\u91ca\u5de5\u5177\uff08\u5982SHAP\u503c\uff09\uff0c\u63d0\u5347\u6a21\u578b\u900f\u660e\u5ea6\u548c\u4e34\u5e8a\u89e3\u91ca\u6027\u3002 \n- **\u4ea4\u4e92\u4f5c\u7528\u8bc6\u522b**\uff1a\u91cd\u70b9\u6316\u6398\u5242\u91cf\u3001\u60a3\u8005\u7279\u5f81\u4e0e\u5b9e\u9a8c\u5ba4\u6307\u6807\u95f4\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb\uff0c\u8f85\u52a9\u8bc6\u522b\u6f5c\u5728\u9ad8\u98ce\u9669\u4e9a\u7fa4\u3002\n\n\u4e8c\u3001\u6570\u636e\u6574\u5408\u4e0e\u5b89\u5168\u6027\u8bc4\u4f30\u6d41\u7a0b\u4f18\u5316\n\n1. \u6570\u636e\u9884\u5904\u7406\u4e0e\u6807\u51c6\u5316 \n- \u7edf\u4e00\u91c7\u7528MedDRA\u6700\u65b0\u7248\u672c\u8fdb\u884c\u4e0d\u826f\u53cd\u5e94\u7f16\u7801\uff0cCTCAE\u6807\u51c6\u7ec6\u5316\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3002 \n- \u7ec6\u5316\u60a3\u8005\u7279\u5f81\u53d8\u91cf\uff0c\u660e\u786e\u809d\u80be\u529f\u80fd\u4e0d\u5168\u5206\u7ea7\u6807\u51c6\u53ca\u5b9a\u4e49\uff0c\u786e\u4fdd\u7279\u6b8a\u4eba\u7fa4\u51c6\u786e\u5206\u7c7b\u3002 \n- \u91c7\u7528\u7edf\u4e00\u65f6\u95f4\u8282\u70b9\u5b9a\u4e49\uff08\u5982\u7528\u836f\u9996\u6708\u30011-3\u4e2a\u6708\u30013-6\u4e2a\u6708\u30016\u4e2a\u6708\u4ee5\u4e0a\uff09\uff0c\u4fbf\u4e8e\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002\n\n2. \u591a\u6e90\u6570\u636e\u5206\u5c42\u6574\u5408 \n- \u4f9d\u636e\u6570\u636e\u6765\u6e90\u53ca\u8d28\u91cf\u8bbe\u5b9a\u6743\u91cd\u7cfb\u6570\uff0c\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u6743\u91cd\u6700\u9ad8\uff0c\u89c2\u5bdf\u6027\u7814\u7a76\u6b21\u4e4b\uff0c\u81ea\u53d1\u62a5\u544a\u6570\u636e\u4f5c\u4e3a\u4fe1\u53f7\u8865\u5145\u3002 \n- \u5efa\u7acb\u51b2\u7a81\u6570\u636e\u4e13\u5bb6\u8bc4\u5ba1\u673a\u5236\uff0c\u7ed3\u5408\u6570\u636e\u8d28\u91cf\u3001\u4e34\u5e8a\u5408\u7406\u6027\u53ca\u673a\u5236\u76f8\u5173\u6027\uff0c\u9010\u6761\u5224\u5b9a\u4f18\u5148\u91c7\u7eb3\u6570\u636e\u3002 \n- \u5206\u5c42\u62a5\u544a\u4e0d\u540c\u6570\u636e\u6765\u6e90\u7ed3\u679c\uff0c\u907f\u514d\u76f2\u76ee\u5408\u5e76\u5bfc\u81f4\u8bef\u5bfc\u3002\n\n3. \u5b89\u5168\u6027\u5206\u6790\u6307\u6807\u7ec6\u5316 \n- \u660e\u786e\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u3001\u4e25\u91cd\u7a0b\u5ea6\u3001\u7ed3\u5c40\uff08\u505c\u836f\u3001\u4f4f\u9662\u3001\u6b7b\u4ea1\uff09\u53ca\u7279\u6b8a\u4eba\u7fa4\u98ce\u9669\u7684\u7edf\u8ba1\u6307\u6807\u5b9a\u4e49\u548c\u8ba1\u7b97\u65b9\u6cd5\u3002 \n- \u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u91c7\u7528\u5206\u5242\u91cf\u7ec4\u6bd4\u8f83\u53ca\u8fde\u7eed\u5242\u91cf\u54cd\u5e94\u66f2\u7ebf\u5206\u6790\uff0c\u7ed3\u5408\u6a21\u578b\u4f30\u8ba1\u98ce\u9669\u68af\u5ea6\u3002 \n- \u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u91c7\u7528\u8d1d\u53f6\u65af\u6539\u8fdb\u7684ROR\u548cIC\u6307\u6807\uff0c\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u9a8c\u8bc1\uff0c\u63d0\u5347\u4fe1\u53f7\u51c6\u786e\u6027\u3002\n\n4. \u7edf\u8ba1\u5206\u6790\u65b9\u6cd5\u5b8c\u5584 \n- \u63cf\u8ff0\u6027\u7edf\u8ba1\u7ec6\u5316\uff0c\u589e\u52a0\u7f6e\u4fe1\u533a\u95f4\u548c\u6548\u5e94\u91cf\u4f30\u8ba1\u3002 \n- \u5206\u5c42\u5206\u6790\u7eb3\u5165\u66f4\u591a\u534f\u53d8\u91cf\uff0c\u5982\u57fa\u7840\u75be\u75c5\u3001\u5408\u5e76\u7528\u836f\uff0c\u8c03\u6574\u6f5c\u5728\u6df7\u6742\u56e0\u7d20\u3002 \n- \u591a\u53d8\u91cf\u6a21\u578b\u5f15\u5165\u4ea4\u4e92\u9879\uff0c\u63a2\u7d22\u5242\u91cf\u4e0e\u60a3\u8005\u7279\u5f81\u7684\u8054\u5408\u5f71\u54cd\u3002 \n- \u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7ed3\u5408\u751f\u5b58\u5206\u6790\u7ed3\u679c\uff0c\u52a8\u6001\u5c55\u793a\u98ce\u9669\u53d8\u5316\u8d8b\u52bf\u3002\n\n5. \u6a21\u578b\u9a8c\u8bc1\u4e0e\u654f\u611f\u6027\u5206\u6790 \n- \u8bbe\u8ba1\u591a\u91cd\u654f\u611f\u6027\u5206\u6790\u65b9\u6848\uff0c\u9a8c\u8bc1\u4e0d\u540c\u6570\u636e\u7eb3\u5165\u6807\u51c6\u3001\u6a21\u578b\u5047\u8bbe\u53ca\u53c2\u6570\u9009\u62e9\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\u3002 \n- \u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u548c\u5916\u90e8\u9a8c\u8bc1\u6570\u636e\u96c6\uff0c\u8bc4\u4f30\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u7a33\u5b9a\u6027\u3002 \n- \u7ed3\u5408\u4e13\u5bb6\u4e34\u5e8a\u5224\u65ad\uff0c\u786e\u4fdd\u6a21\u578b\u7ed3\u679c\u7684\u4e34\u5e8a\u53ef\u89e3\u91ca\u6027\u548c\u5e94\u7528\u4ef7\u503c\u3002\n\n\u4e09\u3001\u7efc\u5408\u5b89\u5168\u6027\u8bc4\u4ef7\u4e0e\u98ce\u9669\u7ba1\u7406\u5efa\u8bae\n\n- \u7ed3\u5408\u591a\u6a21\u578b\u7ed3\u679c\uff0c\u5f62\u6210\u591a\u7ef4\u5ea6\u5b89\u5168\u98ce\u9669\u8bc4\u4f30\u62a5\u544a\uff0c\u91cd\u70b9\u7a81\u51fa\u5931\u8840\u6027\u4f11\u514b\u76f8\u5173\u51fa\u8840\u548c\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u98ce\u9669\u3002 \n- \u8bc6\u522b\u9ad8\u98ce\u9669\u60a3\u8005\u4e9a\u7fa4\uff08\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u3001\u5b55\u54fa\u5987\u5973\u7b49\uff09\uff0c\u63d0\u51fa\u9488\u5bf9\u6027\u76d1\u6d4b\u548c\u7ba1\u7406\u63aa\u65bd\u3002 \n- \u4f9d\u636e\u5242\u91cf-\u53cd\u5e94\u5206\u6790\u7ed3\u679c\uff0c\u5efa\u8bae\u5408\u7406\u5242\u91cf\u8c03\u6574\u8303\u56f4\u53ca\u7528\u836f\u6307\u5bfc\u539f\u5219\u3002 \n- \u7ed3\u5408\u52a8\u6001\u98ce\u9669\u9884\u6d4b\uff0c\u4f18\u5316\u7528\u836f\u671f\u95f4\u5b89\u5168\u76d1\u6d4b\u65b9\u6848\u548c\u4e0d\u826f\u53cd\u5e94\u9884\u8b66\u673a\u5236\u3002 \n- \u6301\u7eed\u66f4\u65b0\u6a21\u578b\u53ca\u6570\u636e\u5e93\uff0c\u5b9e\u73b0\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u52a8\u6001\u8fed\u4ee3\u548c\u5b9e\u65f6\u54cd\u5e94\u3002 \n- \u52a0\u5f3a\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u786e\u4fdd\u75c5\u7406\u751f\u7406\u673a\u5236\u3001\u4e34\u5e8a\u5b9e\u8df5\u548c\u836f\u7269\u5b89\u5168\u7ba1\u7406\u7684\u6709\u673a\u7ed3\u5408\u3002\n\n\u56db\u3001\u9884\u671f\u6210\u679c\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n- \u5b9e\u73b0\u591a\u6e90\u5f02\u8d28\u6570\u636e\u7684\u79d1\u5b66\u6574\u5408\u4e0e\u6df1\u5ea6\u6316\u6398\uff0c\u63d0\u5347\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u8bc6\u522b\u548c\u9884\u6d4b\u80fd\u529b\u3002 \n- \u63d0\u4f9b\u9ad8\u8d28\u91cf\u3001\u4e34\u5e8a\u53ef\u89e3\u91ca\u7684\u5b89\u5168\u6027\u5206\u6790\u7ed3\u679c\uff0c\u652f\u6301\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u8bf4\u660e\u4e66\u4fee\u8ba2\u53ca\u98ce\u9669\u7ba1\u7406\u8ba1\u5212\u5b8c\u5584\u3002 \n- \u4fc3\u8fdb\u4e2a\u4f53\u5316\u7528\u836f\u5b89\u5168\u7ba1\u7406\uff0c\u63d0\u5347\u4e34\u5e8a\u7528\u836f\u5b89\u5168\u6027\u548c\u60a3\u8005\u4f9d\u4ece\u6027\u3002 \n- 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+ }, + { + "ActionType": "Finalize", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u610f\u89c1\uff0c\u5b8c\u6210\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u5206\u6790\u7ed3\u679c\u548c\u5b89\u5168\u6027\u8bc4\u4f30\u7ed3\u8bba\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": 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\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8f85\u52a9\u8bc6\u522b\u9ad8\u98ce\u9669\u4e9a\u7fa4\uff0c\u5242\u91cf\u4e0e\u60a3\u8005\u7279\u5f81\u4ea4\u4e92\u4f5c\u7528\u663e\u8457\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u98ce\u9669\u9884\u6d4b\u3002\n\n5. \u5b89\u5168\u4fe1\u53f7\u68c0\u6d4b\u6307\u6807\uff08\u6539\u8fdbROR\u3001IC\uff09\u7ed3\u5408\u4e34\u5e8a\u8bd5\u9a8c\u9a8c\u8bc1\uff0c\u589e\u5f3a\u4fe1\u53f7\u51c6\u786e\u6027\u548c\u4e34\u5e8a\u76f8\u5173\u6027\u3002\n\n6. \u4f9d\u4ece\u6027\u826f\u597d\uff0c\u6570\u636e\u5b8c\u6574\u6027\u9ad8\uff0c\u4fdd\u8bc1\u5206\u6790\u7ed3\u679c\u53ef\u9760\u3002\n\n\u56db\u3001\u7279\u6b8a\u4eba\u7fa4\u5206\u6790\n\n1. \u8001\u5e74\u4eba\u7fa4\u51fa\u8840\u53ca\u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u98ce\u9669\u663e\u8457\u9ad8\u4e8e\u4e00\u822c\u4eba\u7fa4\uff0c\u5efa\u8bae\u52a0\u5f3a\u76d1\u6d4b\u3002\n\n2. 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\u4f18\u5316\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u5de5\u5177\u548c\u6d41\u7a0b \n- \u63a8\u5e7f\u6807\u51c6\u5316\u7535\u5b50\u62a5\u544a\u8868\u5355\uff0c\u5185\u5d4cMedDRA\u7f16\u7801\u548cCTCAE\u5206\u7ea7\uff0c\u51cf\u5c11\u672f\u8bed\u6b67\u4e49\u548c\u62a5\u544a\u9057\u6f0f\u3002 \n- \u8bbe\u7acb\u81ea\u52a8\u63d0\u9192\u673a\u5236\uff0c\u7279\u522b\u9488\u5bf9\u7528\u836f\u9996\u6708\u9ad8\u98ce\u9669\u671f\uff0c\u63d0\u9192\u533b\u52a1\u4eba\u5458\u548c\u60a3\u8005\u4e3b\u52a8\u62a5\u544a\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u3002 \n- \u589e\u52a0\u60a3\u8005\u81ea\u6211\u76d1\u6d4b\u548c\u62a5\u544a\u6e20\u9053\uff08\u5982\u624b\u673aAPP\uff09\uff0c\u4fc3\u8fdb\u8f7b\u5ea6\u4e0d\u826f\u53cd\u5e94\uff08\u5982\u8f7b\u5fae\u51fa\u8840\u3001\u76ae\u75b9\uff09\u53ca\u65f6\u53cd\u9988\uff0c\u63d0\u5347\u6570\u636e\u5168\u9762\u6027\u3002\n\n3. \u5f3a\u5316\u7279\u6b8a\u4eba\u7fa4\u6570\u636e\u91c7\u96c6 \n- \u9488\u5bf9\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u53ca\u5b55\u54fa\u5987\u5973\uff0c\u8bbe\u8ba1\u4e13\u95e8\u7684\u968f\u8bbf\u65b9\u6848\u548c\u6570\u636e\u91c7\u96c6\u8868\uff0c\u8be6\u7ec6\u8bb0\u5f55\u7528\u836f\u5242\u91cf\u3001\u65f6\u95f4\u3001\u76f8\u5173\u5b9e\u9a8c\u5ba4\u6307\u6807\u53ca\u4e34\u5e8a\u8868\u73b0\u3002 \n- \u91c7\u96c6\u836f\u7269\u4ee3\u8c22\u76f8\u5173\u751f\u7269\u6807\u5fd7\u7269\u6570\u636e\uff0c\u8f85\u52a9\u8bc4\u4f30\u4e2a\u4f53\u836f\u7269\u66b4\u9732\u4e0e\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u5173\u8054\u3002\n\n\u4e8c\u3001\u6570\u636e\u5206\u6790\u65b9\u6cd5\u4f18\u5316\u5efa\u8bae \n1. \u6df1\u5316\u591a\u7ef4\u5ea6\u6570\u636e\u6574\u5408\u4e0e\u6316\u6398 \n- 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\u5bf9\u5173\u952e\u53d8\u91cf\u7f3a\u5931\u60c5\u51b5\u91cd\u70b9\u76d1\u63a7\uff0c\u63a8\u52a8\u6570\u636e\u6536\u96c6\u73af\u8282\u5b8c\u5584\uff0c\u51cf\u5c11\u5173\u952e\u6570\u636e\u9057\u6f0f\u3002\n\n3. \u7ec6\u5316\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u5206\u6790 \n- \u5efa\u8bae\u5206\u5242\u91cf\u68af\u5ea6\u5f00\u5c55\u4e9a\u7ec4\u5206\u6790\uff0c\u660e\u786e\u4e0d\u540c\u5242\u91cf\u533a\u95f4\u7684\u5b89\u5168\u9608\u503c\u548c\u98ce\u9669\u53d8\u5316\u8d8b\u52bf\uff0c\u6307\u5bfc\u4e34\u5e8a\u5242\u91cf\u8c03\u6574\u3002 \n- \u7ed3\u5408\u836f\u4ee3\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5efa\u7acb\u5242\u91cf-\u66b4\u9732-\u53cd\u5e94\u6a21\u578b\uff0c\u63d0\u5347\u5242\u91cf\u8c03\u6574\u7684\u79d1\u5b66\u6027\u3002\n\n4. \u5f3a\u5316\u65f6\u95f4\u5e8f\u5217\u4e0e\u751f\u5b58\u5206\u6790 \n- \u6df1\u5165\u5206\u6790\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u65f6\u95f4\u52a8\u6001\uff0c\u7279\u522b\u5173\u6ce8\u7528\u836f\u9996\u6708\u53ca\u957f\u671f\u7528\u836f\u671f\u95f4\u7684\u98ce\u9669\u53d8\u5316\u89c4\u5f8b\u3002 \n- \u7ed3\u5408\u60a3\u8005\u7528\u836f\u4f9d\u4ece\u6027\u6570\u636e\uff0c\u8bc4\u4f30\u4e0d\u826f\u53cd\u5e94\u4e0e\u7528\u836f\u884c\u4e3a\u7684\u5173\u8054\u3002\n\n\u4e09\u3001\u62a5\u544a\u548c\u98ce\u9669\u6c9f\u901a\u4f18\u5316\u5efa\u8bae \n1. \u62a5\u544a\u5185\u5bb9\u6807\u51c6\u5316\u548c\u7ec6\u5316 \n- \u660e\u786e\u5206\u5c42\u62a5\u544a\u4e0d\u540c\u4eba\u7fa4\uff08\u666e\u901a\u4eba\u7fa4\u3001\u8001\u5e74\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u3001\u5b55\u54fa\u5987\u5973\uff09\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387\u53ca\u4e25\u91cd\u7a0b\u5ea6\uff0c\u7a81\u51fa\u91cd\u70b9\u98ce\u9669\u3002 \n- 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\u62a5\u544a\u4e2d\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u3001\u836f\u7269\u5b89\u5168\u548c\u4e34\u5e8a\u5b9e\u8df5\u89c6\u89d2\uff0c\u63d0\u4f9b\u591a\u7ef4\u5ea6\u89e3\u91ca\u548c\u5efa\u8bae\uff0c\u63d0\u5347\u62a5\u544a\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u6269\u5c55\u6570\u636e\u6765\u6e90\u3001\u5b8c\u5584\u62a5\u544a\u6d41\u7a0b\u3001\u6df1\u5316\u591a\u7ef4\u5206\u6790\u53ca\u7ec6\u5316\u98ce\u9669\u6c9f\u901a\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\uff0c\u652f\u6301\u66f4\u79d1\u5b66\u7684\u5b89\u5168\u6027\u8bc4\u4f30\u548c\u5408\u7406\u7528\u836f\u6307\u5bfc\uff0c\u4fdd\u969c\u60a3\u8005\u7528\u836f\u5b89\u5168\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6db2\u6001\u91d1\u5c5e\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u5bf9\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u4e2d\u6f5c\u5728\u98ce\u9669\u56e0\u7d20\u7684\u5b9a\u91cf\u5206\u6790\u6a21\u578b\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a" + ], + "Action_Result": 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\n\u501f\u9274\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u6210\u5206\u6761\u4ef6\u4e0b\u70ed\u529b\u5b66\u72b6\u6001\u53d8\u5316\u7684\u6a21\u62df\u65b9\u6cd5\uff0c\u5c06\u60a3\u8005\u4f53\u5185\u836f\u7269\u4f5c\u7528\u73af\u5883\u89c6\u4e3a\u201c\u590d\u6742\u6d41\u4f53\u7cfb\u7edf\u201d\uff0c\u5176\u4e2d\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u53ef\u7c7b\u6bd4\u4e3a\u7cfb\u7edf\u4e2d\u201c\u76f8\u53d8\u201d\u6216\u201c\u7a33\u5b9a\u6027\u5931\u8861\u201d\u73b0\u8c61\u3002\u901a\u8fc7\u6784\u5efa\u591a\u53c2\u6570\u8026\u5408\u7684\u70ed\u529b\u5b66\u72b6\u6001\u51fd\u6570\uff0c\u5b9a\u91cf\u63cf\u8ff0\u836f\u7269\u5242\u91cf\u3001\u60a3\u8005\u751f\u7406\u72b6\u6001\uff08\u5982\u809d\u80be\u529f\u80fd\u3001\u5e74\u9f84\uff09\u3001\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\u53ca\u514d\u75ab\u708e\u75c7\u53cd\u5e94\u7b49\u53d8\u91cf\u5bf9\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u7efc\u5408\u5f71\u54cd\u3002\n\n2. \u5173\u952e\u53c2\u6570\u5b9a\u4e49 \n- \u5242\u91cf\u6d53\u5ea6\uff08D\uff09\uff1a\u836f\u7269\u5728\u4f53\u5185\u6709\u6548\u6d53\u5ea6\uff0c\u53cd\u6620\u5242\u91cf\u53ca\u4ee3\u8c22\u5f71\u54cd\u3002 \n- \u751f\u7406\u8c03\u8282\u56e0\u5b50\uff08P\uff09\uff1a\u6db5\u76d6\u809d\u80be\u529f\u80fd\u6307\u6807\u3001\u5e74\u9f84\u7b49\u5f71\u54cd\u836f\u7269\u4ee3\u8c22\u548c\u6e05\u9664\u7684\u53c2\u6570\u3002 \n- \u8840\u6d41\u52a8\u529b\u5b66\u72b6\u6001\uff08H\uff09\uff1a\u8840\u538b\u6ce2\u52a8\u3001\u5fc3\u8f93\u51fa\u91cf\u7b49\u6307\u6807\uff0c\u53cd\u6620\u5faa\u73af\u7cfb\u7edf\u54cd\u5e94\u3002 \n- \u514d\u75ab\u708e\u75c7\u6307\u6570\uff08I\uff09\uff1aIL-6\u3001TNF-\u03b1\u3001CRP\u7b49\u708e\u75c7\u6807\u5fd7\u7269\u6c34\u5e73\u3002 \n- \u51fa\u8840\u98ce\u9669\u6307\u6807\uff08B\uff09\uff1a\u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u53ca\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u3002\n\n\u4e8c\u3001\u6a21\u578b\u6570\u5b66\u5f62\u5f0f\n\n1. \u72b6\u6001\u51fd\u6570\u5b9a\u4e49 \n\u6784\u5efa\u98ce\u9669\u72b6\u6001\u51fd\u6570 R(D,P,H,I)\uff0c\u5176\u503c\u5bf9\u5e94\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7684\u201c\u7cfb\u7edf\u81ea\u7531\u80fd\u201d\u72b6\u6001\uff0c\u7c7b\u4f3c\u6db2\u6001\u91d1\u5c5e\u4e2d\u81ea\u7531\u80fd\u7684\u53d8\u5316\uff1a\n\n\\[\nR = \\alpha D^{m} + \\beta P^{n} + \\gamma H^{p} + \\delta I^{q} + \\sum_{i,j} \\kappa_{ij} X_i X_j\n\\]\n\n\u5176\u4e2d\uff0c\\(\\alpha, \\beta, \\gamma, \\delta\\)\u4e3a\u6743\u91cd\u7cfb\u6570\uff0c\\(m,n,p,q\\)\u4e3a\u975e\u7ebf\u6027\u6307\u6570\uff0c\\(X_i, X_j\\)\u4e3a\u4e0a\u8ff0\u53c2\u6570\u4e2d\u7684\u4efb\u610f\u4e24\u4e2a\u53d8\u91cf\uff0c\\(\\kappa_{ij}\\)\u4e3a\u4ea4\u4e92\u4f5c\u7528\u7cfb\u6570\uff0c\u4f53\u73b0\u53d8\u91cf\u95f4\u8026\u5408\u6548\u5e94\u3002\n\n2. \u76f8\u53d8\u9608\u503c \n\u5b9a\u4e49\u4e34\u754c\u9608\u503c \\(R_c\\)\uff0c\u5f53 \\(R \\geq R_c\\) \u65f6\uff0c\u7cfb\u7edf\u8fdb\u5165\u201c\u9ad8\u98ce\u9669\u201d\u72b6\u6001\uff0c\u6613\u53d1\u751f\u4e25\u91cd\u4e0d\u826f\u53cd\u5e94\uff08\u5982\u4e25\u91cd\u51fa\u8840\uff09\u3002\u9608\u503c\u53ef\u901a\u8fc7\u8d1d\u53f6\u65af\u7edf\u8ba1\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u786e\u5b9a\u3002\n\n3. \u52a8\u6001\u6f14\u5316\u65b9\u7a0b \n\u8003\u8651\u65f6\u95f4\u7ef4\u5ea6 \\(t\\)\uff0c\u5efa\u7acb\u98ce\u9669\u52a8\u6001\u6f14\u5316\u65b9\u7a0b\uff1a\n\n\\[\n\\frac{dR}{dt} = f(D(t), P(t), H(t), I(t)) - \\lambda R\n\\]\n\n\u5176\u4e2d\uff0c\u51fd\u6570 \\(f(\\cdot)\\)\u63cf\u8ff0\u5404\u53c2\u6570\u968f\u65f6\u95f4\u53d8\u5316\u5bf9\u98ce\u9669\u72b6\u6001\u7684\u9a71\u52a8\uff0c\\(\\lambda\\)\u4e3a\u98ce\u9669\u7f13\u89e3\u901f\u7387\uff0c\u53cd\u6620\u60a3\u8005\u6062\u590d\u6216\u76d1\u6d4b\u5e72\u9884\u6548\u679c\u3002\n\n\u4e09\u3001\u6a21\u578b\u53c2\u6570\u83b7\u53d6\u4e0e\u6821\u51c6\n\n1. \u5229\u7528\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5e93\u4e2d\u591a\u6e90\u591a\u7ef4\u6570\u636e\uff0c\u901a\u8fc7\u975e\u7ebf\u6027\u56de\u5f52\u548c\u8d1d\u53f6\u65af\u63a8\u65ad\u65b9\u6cd5\u4f30\u8ba1\u6a21\u578b\u53c2\u6570\u3002 \n2. \u7ed3\u5408\u6db2\u6001\u91d1\u5c5e\u6a21\u62df\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u6807\u5b9a\u6280\u672f\uff0c\u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u53c2\u6570\u8303\u56f4\u548c\u53d8\u91cf\u6743\u91cd\u3002 \n3. \u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u9ad8\u98ce\u9669\u4e9a\u7fa4\uff0c\u8c03\u6574\u6a21\u578b\u4e2d\u4ea4\u4e92\u4f5c\u7528\u7cfb\u6570\uff0c\u589e\u5f3a\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002\n\n\u56db\u3001\u6a21\u578b\u5e94\u7528\u4ef7\u503c\n\n1. \u5b9a\u91cf\u8bc4\u4f30\u4e0d\u540c\u5242\u91cf\u3001\u60a3\u8005\u7279\u5f81\u7ec4\u5408\u4e0b\u7684\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u5242\u91cf\u8c03\u6574\u3002 \n2. \u52a8\u6001\u76d1\u6d4b\u98ce\u9669\u53d8\u5316\uff0c\u6307\u5bfc\u4e34\u5e8a\u91cd\u70b9\u5173\u6ce8\u7528\u836f\u9996\u6708\u53ca\u7279\u6b8a\u4eba\u7fa4\u7684\u5b89\u5168\u7ba1\u7406\u3002 \n3. \u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u548c\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u7684\u5206\u6790\uff0c\u5b8c\u5584\u8bf4\u660e\u4e66\u4e2d\u98ce\u9669\u63d0\u793a\u548c\u76d1\u6d4b\u65b9\u6848\u3002 \n4. \u4e3a\u540e\u7eed\u5916\u90e8\u9a8c\u8bc1\u548c\u4e34\u5e8a\u63a8\u5e7f\u63d0\u4f9b\u79d1\u5b66\u7684\u6570\u5b66\u57fa\u7840\u548c\u6a21\u62df\u5de5\u5177\u3002\n\n\u4e94\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u5f00\u53d1\u57fa\u4e8e\u8be5\u6a21\u578b\u7684\u98ce\u9669\u9884\u6d4b\u8f6f\u4ef6\uff0c\u96c6\u6210\u4e34\u5e8a\u8f93\u5165\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u65f6\u98ce\u9669\u8bc4\u4f30\u3002 \n- \u6301\u7eed\u66f4\u65b0\u6a21\u578b\u53c2\u6570\uff0c\u7ed3\u5408\u65b0\u6536\u96c6\u6570\u636e\u548c\u4e34\u5e8a\u53cd\u9988\uff0c\u52a8\u6001\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002 \n- \u62d3\u5c55\u6a21\u578b\u5f15\u5165\u66f4\u591a\u751f\u7269\u6807\u5fd7\u7269\u548c\u57fa\u56e0\u7ec4\u6570\u636e\uff0c\u63d0\u5347\u98ce\u9669\u8bc6\u522b\u7cbe\u5ea6\u3002\n\n\u7efc\u4e0a\uff0c\u501f\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6db2\u6001\u91d1\u5c5e\u6a21\u62df\u6280\u672f\u7684\u591a\u53d8\u91cf\u8026\u5408\u548c\u52a8\u6001\u6f14\u5316\u7406\u5ff5\uff0c\u5efa\u7acb\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u5b9a\u91cf\u5206\u6790\u6a21\u578b\uff0c\u6709\u52a9\u4e8e\u79d1\u5b66\u63ed\u793a\u6f5c\u5728\u98ce\u9669\u56e0\u7d20\uff0c\u63d0\u5347\u5b89\u5168\u6027\u8bc4\u4f30\u7684\u7cbe\u7ec6\u5316\u548c\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u75c5\u7406\u751f\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5efa\u8bae\u548c\u6a21\u578b\u7684\u79d1\u5b66\u5408\u7406\u6027\u4e0e\u4e34\u5e8a\u9002\u7528\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5efa\u8bae\u6574\u4f53\u79d1\u5b66\u5408\u7406\uff0c\u4e34\u5e8a\u9002\u7528\u6027\u8f83\u5f3a\uff0c\u5177\u4f53\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. \u836f\u7269\u5b89\u5168\u4e13\u5bb6\u63d0\u51fa\u7684\u6269\u5c55\u6570\u636e\u6765\u6e90\u548c\u4f18\u5316\u62a5\u544a\u6d41\u7a0b\uff0c\u7279\u522b\u662f\u52a0\u5f3a\u7279\u6b8a\u4eba\u7fa4\u6570\u636e\u6536\u96c6\u548c\u7528\u836f\u9996\u6708\u76d1\u6d4b\uff0c\u7b26\u5408\u4e34\u5e8a\u5b9e\u9645\u9700\u6c42\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u98ce\u9669\u7ba1\u7406\u3002\n\n2. \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u6db2\u6001\u91d1\u5c5e\u6a21\u62df\u7406\u5ff5\u6784\u5efa\u591a\u53c2\u6570\u8026\u5408\u6a21\u578b\uff0c\u7406\u8bba\u521b\u65b0\u6027\u9ad8\uff0c\u80fd\u591f\u52a8\u6001\u91cf\u5316\u98ce\u9669\u72b6\u6001\uff0c\u8f85\u52a9\u7cbe\u51c6\u8bc4\u4f30\u548c\u4e2a\u4f53\u5316\u5242\u91cf\u8c03\u6574\uff0c\u4f46\u6a21\u578b\u590d\u6742\u5ea6\u8f83\u9ad8\uff0c\u9700\u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u9010\u6b65\u9a8c\u8bc1\u548c\u7b80\u5316\uff0c\u786e\u4fdd\u4e34\u5e8a\u5e94\u7528\u7684\u53ef\u64cd\u4f5c\u6027\u548c\u63a8\u5e7f\u6027\u3002\n\n\u7efc\u4e0a\uff0c\u4e24\u8005\u5efa\u8bae\u4e92\u8865\uff0c\u7ed3\u5408\u4e34\u5e8a\u5b9e\u8df5\u548c\u6570\u636e\u6301\u7eed\u4f18\u5316\uff0c\u5c06\u663e\u8457\u63d0\u5347\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7ba1\u7406\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u6548\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u836f\u7269\u5b89\u5168\u4e13\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u65b9\u6848\uff0c\u786e\u4fdd\u5176\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u6211\u5c06\u5b8c\u5584\u5e76\u6574\u5408\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u65e2\u5177\u79d1\u5b66\u6027\u53c8\u5177\u4e34\u5e8a\u5b9e\u7528\u6027\uff0c\u4fbf\u4e8e\u540e\u7eed\u8bf4\u660e\u4e66\u66f4\u65b0\u548c\u98ce\u9669\u7ba1\u7406\u5b9e\u65bd\u3002\n\n## Improved version of 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\u8bbe\u8ba1\u9488\u5bf9\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u53ca\u5b55\u54fa\u5987\u5973\u7684\u4e13\u9879\u968f\u8bbf\u65b9\u6848\uff0c\u8be6\u7ec6\u8bb0\u5f55\u7528\u836f\u5242\u91cf\u3001\u65f6\u95f4\u3001\u76f8\u5173\u5b9e\u9a8c\u5ba4\u6307\u6807\uff08\u5982\u51dd\u8840\u529f\u80fd\u3001\u8840\u6d41\u52a8\u529b\u5b66\u6307\u6807\u3001\u708e\u75c7\u6807\u5fd7\u7269\uff09\u53ca\u4e34\u5e8a\u8868\u73b0\u3002 \n- \u91c7\u96c6\u836f\u7269\u4ee3\u8c22\u76f8\u5173\u751f\u7269\u6807\u5fd7\u7269\uff08\u5982\u836f\u7269\u8840\u6d46\u6d53\u5ea6\u3001\u4ee3\u8c22\u9176\u6d3b\u6027\uff09\u6570\u636e\uff0c\u8f85\u52a9\u8bc4\u4f30\u4e2a\u4f53\u836f\u7269\u66b4\u9732\u4e0e\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u5173\u8054\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u5242\u91cf\u8c03\u6574\u3002\n\n\u4e8c\u3001\u6570\u636e\u5206\u6790\u65b9\u6848\u5b8c\u5584\n\n1. \u591a\u7ef4\u5ea6\u6570\u636e\u6574\u5408\u4e0e\u9ad8\u9636\u5206\u6790 \n- \u7ed3\u5408\u4e34\u5e8a\u6570\u636e\u3001\u591a\u7ec4\u5b66\u6570\u636e\uff08\u57fa\u56e0\u7ec4\u3001\u86cb\u767d\u7ec4\u3001\u4ee3\u8c22\u7ec4\uff09\u53ca\u836f\u7269\u4ee3\u8c22\u4fe1\u606f\uff0c\u5f00\u5c55\u8054\u5408\u5206\u6790\uff0c\u63a2\u8ba8\u9057\u4f20\u53ca\u4ee3\u8c22\u5dee\u5f02\u5bf9\u4e0d\u826f\u53cd\u5e94\u7684\u5f71\u54cd\u673a\u5236\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bc6\u522b\u9ad8\u98ce\u9669\u4e9a\u7fa4\uff0c\u52a8\u6001\u4f18\u5316\u98ce\u9669\u9884\u6d4b\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u7cbe\u51c6\u98ce\u9669\u8bc4\u4f30\u3002 \n- \u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u673a\u5236\uff0c\u91cd\u70b9\u5206\u6790\u6297\u8840\u5c0f\u677f\u4f5c\u7528\u3001\u8840\u7ba1\u901a\u900f\u6027\u53d8\u5316\u7b49\u75c5\u7406\u6307\u6807\u4e0e\u4e34\u5e8a\u4e0d\u826f\u53cd\u5e94\u7684\u5173\u8054\u3002\n\n2. \u7f3a\u5931\u6570\u636e\u5904\u7406\u4e0e\u654f\u611f\u6027\u5206\u6790 \n- \u91c7\u7528\u591a\u91cd\u63d2\u8865\u548c\u8d1d\u53f6\u65af\u591a\u91cd\u63d2\u8865\u65b9\u6cd5\u5904\u7406\u7f3a\u5931\u6570\u636e\uff0c\u540c\u65f6\u5f00\u5c55\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u7f3a\u5931\u6570\u636e\u5bf9\u5206\u6790\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u7ed3\u8bba\u7a33\u5065\u3002 \n- \u5bf9\u5173\u952e\u53d8\u91cf\u7f3a\u5931\u60c5\u51b5\u8fdb\u884c\u91cd\u70b9\u76d1\u63a7\uff0c\u63a8\u52a8\u6570\u636e\u91c7\u96c6\u73af\u8282\u5b8c\u5584\uff0c\u51cf\u5c11\u5173\u952e\u6570\u636e\u9057\u6f0f\u3002\n\n3. \u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u53ca\u52a8\u6001\u98ce\u9669\u8bc4\u4f30 \n- \u7ec6\u5316\u5242\u91cf\u68af\u5ea6\u7684\u4e9a\u7ec4\u5206\u6790\uff0c\u660e\u786e\u4e0d\u540c\u5242\u91cf\u533a\u95f4\u7684\u5b89\u5168\u9608\u503c\u548c\u98ce\u9669\u53d8\u5316\u8d8b\u52bf\uff0c\u7ed3\u5408\u836f\u4ee3\u52a8\u529b\u5b66\u6570\u636e\u5efa\u7acb\u5242\u91cf-\u66b4\u9732-\u53cd\u5e94\u6a21\u578b\uff0c\u6307\u5bfc\u5408\u7406\u5242\u91cf\u8c03\u6574\u3002 \n- \u5229\u7528\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u591a\u53c2\u6570\u8026\u5408\u98ce\u9669\u72b6\u6001\u51fd\u6570\u6a21\u578b\uff0c\u52a8\u6001\u91cf\u5316\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\uff0c\u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u548c\u751f\u5b58\u5206\u6790\uff0c\u91cd\u70b9\u5173\u6ce8\u7528\u836f\u9996\u6708\u53ca\u957f\u671f\u7528\u836f\u671f\u95f4\u98ce\u9669\u53d8\u5316\uff0c\u6307\u5bfc\u4e34\u5e8a\u76d1\u6d4b\u548c\u5e72\u9884\u3002\n\n4. \u7279\u6b8a\u4eba\u7fa4\u98ce\u9669\u8bc4\u4f30 \n- 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\n- \u589e\u52a0\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u6307\u6807\u548c\u4e34\u5e8a\u5904\u7406\u6307\u5357\uff0c\u4fbf\u4e8e\u4e34\u5e8a\u5b9e\u8df5\u5e94\u7528\u3002\n\n2. \u52a8\u6001\u66f4\u65b0\u4e0e\u6570\u5b57\u5316\u5de5\u5177 \n- \u5efa\u7acb\u5b9a\u671f\u6570\u636e\u548c\u6a21\u578b\u66f4\u65b0\u673a\u5236\uff0c\u7ed3\u5408\u6700\u65b0\u4e34\u5e8a\u6570\u636e\u548c\u98ce\u9669\u8bc4\u4f30\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u8bf4\u660e\u4e66\u5185\u5bb9\u548c\u98ce\u9669\u7ba1\u7406\u63aa\u65bd\u3002 \n- \u5f00\u53d1\u7535\u5b50\u7248\u8bf4\u660e\u4e66\u53ca\u98ce\u9669\u63d0\u793a\u5de5\u5177\uff0c\u65b9\u4fbf\u4e34\u5e8a\u533b\u52a1\u4eba\u5458\u548c\u60a3\u8005\u5feb\u901f\u83b7\u53d6\u6700\u65b0\u5b89\u5168\u4fe1\u606f\uff0c\u652f\u6301\u4e2a\u4f53\u5316\u7528\u836f\u51b3\u7b56\u3002\n\n3. \u8de8\u5b66\u79d1\u534f\u4f5c\u4e0e\u591a\u7ef4\u5ea6\u89e3\u8bfb \n- \u62a5\u544a\u7ed3\u5408\u75c5\u7406\u751f\u7406\u5b66\u3001\u836f\u7269\u5b89\u5168\u548c\u8ba1\u7b97\u6a21\u62df\u89c6\u89d2\uff0c\u63d0\u4f9b\u591a\u7ef4\u5ea6\u79d1\u5b66\u89e3\u91ca\u548c\u4e34\u5e8a\u5efa\u8bae\uff0c\u63d0\u5347\u62a5\u544a\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n\u56db\u3001\u5b9e\u65bd\u4fdd\u969c\u4e0e\u540e\u7eed\u5de5\u4f5c\n\n1. \u5efa\u7acb\u8de8\u90e8\u95e8\u534f\u4f5c\u673a\u5236\uff0c\u6574\u5408\u4e34\u5e8a\u3001\u836f\u7269\u5b89\u5168\u3001\u75c5\u7406\u751f\u7406\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u529b\u91cf\uff0c\u4fdd\u969c\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u98ce\u9669\u7ba1\u7406\u7684\u9ad8\u6548\u8fd0\u8f6c\u3002 \n2. \u6301\u7eed\u5f00\u5c55\u6a21\u578b\u53c2\u6570\u7ec6\u5316\u548c\u5916\u90e8\u9a8c\u8bc1\uff0c\u786e\u4fdd\u98ce\u9669\u9884\u6d4b\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u4e34\u5e8a\u9002\u7528\u6027\u3002 \n3. \u63a8\u52a8\u4e34\u5e8a\u63a8\u5e7f\u5e94\u7528\uff0c\u7ed3\u5408\u4e34\u5e8a\u53cd\u9988\u6301\u7eed\u4f18\u5316\u6570\u636e\u6536\u96c6\u548c\u98ce\u9669\u7ba1\u7406\u65b9\u6848\uff0c\u63d0\u5347\u60a3\u8005\u7528\u836f\u5b89\u5168\u3002\n\n\u603b\u7ed3\uff1a\u672c\u5b8c\u5584\u65b9\u6848\u517c\u987e\u6570\u636e\u79d1\u5b66\u4e25\u8c28\u6027\u4e0e\u4e34\u5e8a\u5b9e\u9645\u64cd\u4f5c\u6027\uff0c\u901a\u8fc7\u591a\u5143\u5316\u6570\u636e\u6536\u96c6\u3001\u5148\u8fdb\u5206\u6790\u65b9\u6cd5\u548c\u52a8\u6001\u98ce\u9669\u7ba1\u7406\uff0c\u5168\u9762\u63d0\u5347\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u8bf4\u660e\u4e66\u66f4\u65b0\u548c\u4e34\u5e8a\u5b89\u5168\u7528\u836f\u63d0\u4f9b\u575a\u5b9e\u652f\u6301\uff0c\u5207\u5b9e\u4fdd\u969c\u60a3\u8005\u7528\u836f\u5b89\u5168\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u534f\u52a9\u8d77\u8349\u5177\u4f53\u7684\u8bf4\u660e\u4e66\u4e0d\u826f\u53cd\u5e94\u66f4\u65b0\u6587\u672c\u53ca\u98ce\u9669\u7ba1\u7406\u65b9\u6848\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9a\u91cf\u5206\u6790\u6a21\u578b\uff0c\u63d0\u9ad8\u9884\u6d4b\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u7684\u51c6\u786e\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u70ed\u529b\u5b66\u591a\u53c2\u6570\u8026\u5408\u6a21\u578b\u7684\u7406\u8bba\u521b\u65b0\u6027\u53ca\u5176\u4e34\u5e8a\u5e94\u7528\u7684\u590d\u6742\u6027\uff0c\u73b0\u5bf9\u5b9a\u91cf\u5206\u6790\u6a21\u578b\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u51c6\u786e\u5ea6\u3001\u4e34\u5e8a\u9002\u7528\u6027\u53ca\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u3002\u4f18\u5316\u5185\u5bb9\u4e3b\u8981\u56f4\u7ed5\u6a21\u578b\u53c2\u6570\u7ec6\u5316\u3001\u4ea4\u4e92\u4f5c\u7528\u5408\u7406\u5316\u3001\u65f6\u95f4\u52a8\u6001\u6f14\u5316\u673a\u5236\u5b8c\u5584\u53ca\u6a21\u578b\u7b80\u5316\u53ef\u64cd\u4f5c\u6027\u5c55\u5f00\u3002\n\n## Improved version of \u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u5b9a\u91cf\u5206\u6790\u6a21\u578b\n\n\u4e00\u3001\u6a21\u578b\u6784\u5efa\u601d\u8def\u4f18\u5316\n\n1. \u6a21\u578b\u6838\u5fc3\u7406\u5ff5 \n\u4fdd\u7559\u5c06\u60a3\u8005\u4f53\u5185\u836f\u7269\u4f5c\u7528\u73af\u5883\u7c7b\u6bd4\u4e3a\u201c\u590d\u6742\u6d41\u4f53\u7cfb\u7edf\u201d\u7684\u7406\u5ff5\uff0c\u7ee7\u7eed\u91c7\u7528\u591a\u53c2\u6570\u8026\u5408\u7684\u70ed\u529b\u5b66\u72b6\u6001\u51fd\u6570\u63cf\u8ff0\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u3002\u4f46\u5f15\u5165\u75c5\u7406\u751f\u7406\u5b66\u673a\u5236\u89e3\u6790\u7684\u5173\u952e\u53d8\u91cf\u6743\u91cd\u8c03\u6574\uff0c\u786e\u4fdd\u6a21\u578b\u53cd\u6620\u4e34\u5e8a\u5b9e\u9645\u7684\u836f\u7269\u4f5c\u7528\u548c\u60a3\u8005\u751f\u7406\u72b6\u6001\u3002\n\n2. \u5173\u952e\u53c2\u6570\u5b9a\u4e49\u53ca\u6269\u5c55 \n- \u5242\u91cf\u6d53\u5ea6\uff08D\uff09\uff1a\u8fdb\u4e00\u6b65\u7ec6\u5316\u4e3a\u836f\u7269\u8840\u6d46\u6d53\u5ea6\u53ca\u5176\u4ee3\u8c22\u4ea7\u7269\u6d53\u5ea6\uff0c\u53cd\u6620\u836f\u7269\u66b4\u9732\u6c34\u5e73\u548c\u4ee3\u8c22\u80fd\u529b\u3002 \n- \u751f\u7406\u8c03\u8282\u56e0\u5b50\uff08P\uff09\uff1a\u7ec6\u5316\u4e3a\u809d\u529f\u80fd\u6307\u6807\uff08ALT\u3001AST\uff09\u3001\u80be\u529f\u80fd\u6307\u6807\uff08\u8840\u808c\u9150\u3001\u5c3f\u7d20\u6c2e\uff09\u3001\u5e74\u9f84\u53ca\u76f8\u5173\u4ee3\u8c22\u9176\u6d3b\u6027\uff0c\u589e\u5f3a\u5bf9\u4e2a\u4f53\u4ee3\u8c22\u5dee\u5f02\u7684\u6355\u6349\u3002 \n- \u8840\u6d41\u52a8\u529b\u5b66\u72b6\u6001\uff08H\uff09\uff1a\u589e\u52a0\u5fc3\u7387\u53d8\u5f02\u6027\u3001\u8840\u538b\u6ce2\u52a8\u5e45\u5ea6\u53ca\u5fc3\u8f93\u51fa\u91cf\u52a8\u6001\u6307\u6807\uff0c\u53cd\u6620\u66f4\u5168\u9762\u7684\u5faa\u73af\u7cfb\u7edf\u72b6\u6001\u3002 \n- \u514d\u75ab\u708e\u75c7\u6307\u6570\uff08I\uff09\uff1a\u6269\u5c55\u4e3a\u591a\u6807\u5fd7\u7269\u7ec4\u5408\uff0c\u5305\u62ecIL-6\u3001TNF-\u03b1\u3001CRP\u53ca\u76ae\u80a4\u8fc7\u654f\u53cd\u5e94\u8bc4\u5206\uff0c\u6355\u6349\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u98ce\u9669\u3002 \n- \u51fa\u8840\u98ce\u9669\u6307\u6807\uff08B\uff09\uff1a\u7ed3\u5408\u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u3001\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u53ca\u51fa\u8840\u90e8\u4f4d\uff0c\u6784\u5efa\u591a\u7ef4\u5ea6\u98ce\u9669\u8868\u5f81\u3002\n\n\u4e8c\u3001\u6a21\u578b\u6570\u5b66\u5f62\u5f0f\u4f18\u5316\n\n1. \u72b6\u6001\u51fd\u6570\u5b9a\u4e49 \n\\[\nR = \\alpha D^{m} + \\beta_1 P_{\\text{\u809d}}^{n_1} + \\beta_2 P_{\\text{\u80be}}^{n_2} + \\beta_3 P_{\\text{\u5e74\u9f84}}^{n_3} + \\gamma H^{p} + \\delta I^{q} + \\sum_{i,j} \\kappa_{ij} X_i X_j\n\\]\n\n- \u5c06\u751f\u7406\u8c03\u8282\u56e0\u5b50\u62c6\u5206\u4e3a\u809d\u3001\u80be\u3001\u5e74\u9f84\u7b49\u5b50\u56e0\u5b50\uff0c\u5206\u522b\u8d4b\u4e88\u4e0d\u540c\u6743\u91cd\u548c\u975e\u7ebf\u6027\u6307\u6570\uff0c\u66f4\u7cbe\u51c6\u53cd\u6620\u5404\u56e0\u7d20\u5bf9\u98ce\u9669\u7684\u8d21\u732e\u3002 \n- \u4ea4\u4e92\u4f5c\u7528\u9879 \\(\\kappa_{ij} X_i X_j\\) \u91cd\u70b9\u6db5\u76d6\u5242\u91cf-\u809d\u529f\u80fd\u3001\u5242\u91cf-\u80be\u529f\u80fd\u3001\u8840\u6d41\u52a8\u529b\u5b66-\u514d\u75ab\u708e\u75c7\u7b49\u5173\u952e\u53d8\u91cf\u95f4\u7684\u8026\u5408\uff0c\u4f53\u73b0\u590d\u6742\u751f\u7406\u4ea4\u4e92\u5f71\u54cd\u3002\n\n2. \u76f8\u53d8\u9608\u503c\u4e0e\u98ce\u9669\u5206\u5c42 \n- \u5229\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u5206\u7c7b\u7b97\u6cd5\uff08\u5982\u968f\u673a\u68ee\u6797\u3001XGBoost\uff09\u8bad\u7ec3\u786e\u5b9a\u591a\u9608\u503c\u5206\u5c42\u6a21\u578b\uff0c\u533a\u5206\u4f4e\u3001\u4e2d\u3001\u9ad8\u98ce\u9669\u72b6\u6001\uff0c\u652f\u6301\u4e34\u5e8a\u5206\u7ea7\u7ba1\u7406\u3002 \n- \u9608\u503c\u52a8\u6001\u8c03\u6574\u673a\u5236\uff0c\u7ed3\u5408\u60a3\u8005\u7528\u836f\u65f6\u95f4\u53ca\u4e34\u5e8a\u76d1\u6d4b\u6570\u636e\uff0c\u5b9e\u73b0\u98ce\u9669\u9608\u503c\u7684\u4e2a\u4f53\u5316\u548c\u65f6\u95f4\u4f9d\u8d56\u6027\u8c03\u6574\u3002\n\n3. \u52a8\u6001\u6f14\u5316\u65b9\u7a0b\u5b8c\u5584 \n\\[\n\\frac{dR}{dt} = f(D(t), P(t), H(t), I(t)) - \\lambda R + \\eta(t)\n\\]\n\n- \u51fd\u6570 \\(f(\\cdot)\\) \u91c7\u7528\u975e\u7ebf\u6027\u65f6\u53d8\u51fd\u6570\u5f62\u5f0f\uff0c\u7ed3\u5408\u836f\u4ee3\u52a8\u529b\u5b66-\u836f\u6548\u52a8\u529b\u5b66\uff08PK/PD\uff09\u6a21\u578b\u63cf\u8ff0\u836f\u7269\u6d53\u5ea6\u968f\u65f6\u95f4\u53d8\u5316\u5bf9\u98ce\u9669\u9a71\u52a8\u3002 \n- \u5f15\u5165\u98ce\u9669\u7f13\u89e3\u901f\u7387 \\(\\lambda\\) \u4f53\u73b0\u60a3\u8005\u81ea\u8eab\u6062\u590d\u80fd\u529b\u53ca\u4e34\u5e8a\u5e72\u9884\u6548\u679c\u3002 \n- \u65b0\u589e\u6270\u52a8\u9879 \\(\\eta(t)\\) \u8868\u793a\u73af\u5883\u53ca\u968f\u673a\u4e34\u5e8a\u53d8\u91cf\u5f71\u54cd\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5b9e\u9645\u4e34\u5e8a\u6ce2\u52a8\u7684\u9002\u5e94\u6027\u3002\n\n\u4e09\u3001\u6a21\u578b\u53c2\u6570\u83b7\u53d6\u4e0e\u6821\u51c6\u4f18\u5316\n\n1. \u53c2\u6570\u4f30\u8ba1 \n- \u7ed3\u5408\u591a\u6e90\u591a\u7ef4\u6570\u636e\u5e93\uff0c\u91c7\u7528\u975e\u7ebf\u6027\u6df7\u5408\u6548\u5e94\u6a21\u578b\uff08NONMEM\uff09\u548c\u8d1d\u53f6\u65af\u63a8\u65ad\u8054\u5408\u4f30\u8ba1\u53c2\u6570\uff0c\u63d0\u9ad8\u4f30\u8ba1\u7cbe\u5ea6\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u8fdb\u884c\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff0c\u7b5b\u9009\u5173\u952e\u5f71\u54cd\u56e0\u5b50\uff0c\u4f18\u5316\u6a21\u578b\u7ed3\u6784\u3002\n\n2. \u4ea4\u4e92\u4f5c\u7528\u7cfb\u6570\u8c03\u6574 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bc6\u522b\u53d8\u91cf\u95f4\u663e\u8457\u4ea4\u4e92\u4f5c\u7528\uff0c\u52a8\u6001\u8c03\u6574 \\(\\kappa_{ij}\\) \u7cfb\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u53cd\u6620\u771f\u5b9e\u751f\u7406\u53ca\u836f\u7406\u76f8\u4e92\u5173\u7cfb\u3002\n\n3. \u5916\u90e8\u9a8c\u8bc1 \n- \u91c7\u7528\u72ec\u7acb\u4e34\u5e8a\u6570\u636e\u96c6\u5bf9\u6a21\u578b\u8fdb\u884c\u5916\u90e8\u9a8c\u8bc1\uff0c\u8bc4\u4f30\u9884\u6d4b\u51c6\u786e\u5ea6\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u786e\u4fdd\u6a21\u578b\u4e34\u5e8a\u9002\u7528\u6027\u3002\n\n\u56db\u3001\u6a21\u578b\u5e94\u7528\u4ef7\u503c\u63d0\u5347\n\n1. \u4e2a\u4f53\u5316\u98ce\u9669\u9884\u6d4b \n- \u901a\u8fc7\u8f93\u5165\u60a3\u8005\u5177\u4f53\u751f\u7406\u6307\u6807\u548c\u7528\u836f\u5242\u91cf\uff0c\u5b9e\u73b0\u7cbe\u51c6\u98ce\u9669\u8bc4\u5206\u548c\u7528\u836f\u5efa\u8bae\uff0c\u652f\u6301\u4e34\u5e8a\u4e2a\u4f53\u5316\u5242\u91cf\u8c03\u6574\u548c\u76d1\u6d4b\u7b56\u7565\u5236\u5b9a\u3002\n\n2. \u52a8\u6001\u98ce\u9669\u76d1\u6d4b \n- \u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u5b9e\u65f6\u66f4\u65b0\u98ce\u9669\u72b6\u6001\uff0c\u6307\u5bfc\u4e34\u5e8a\u91cd\u70b9\u5173\u6ce8\u7528\u836f\u9996\u6708\u53ca\u7279\u6b8a\u4eba\u7fa4\uff0c\u53ca\u65f6\u8c03\u6574\u6cbb\u7597\u65b9\u6848\u3002\n\n3. \u98ce\u9669\u6c9f\u901a\u652f\u6301 \n- \u6a21\u578b\u8f93\u51fa\u591a\u5c42\u6b21\u98ce\u9669\u5206\u7ea7\u7ed3\u679c\uff0c\u8f85\u52a9\u8bf4\u660e\u4e66\u4e2d\u98ce\u9669\u63d0\u793a\u7684\u79d1\u5b66\u7ec6\u5316\uff0c\u63d0\u5347\u533b\u60a3\u98ce\u9669\u6c9f\u901a\u6548\u679c\u3002\n\n\u4e94\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u5f00\u53d1\u57fa\u4e8e\u8be5\u6a21\u578b\u7684\u4e34\u5e8a\u8f85\u52a9\u51b3\u7b56\u8f6f\u4ef6\uff0c\u96c6\u6210\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\uff0c\u5b9e\u73b0\u5b9e\u65f6\u98ce\u9669\u8bc4\u4f30\u548c\u9884\u8b66\u3002 \n- \u6301\u7eed\u6536\u96c6\u4e34\u5e8a\u53cd\u9988\u548c\u591a\u4e2d\u5fc3\u6570\u636e\uff0c\u52a8\u6001\u66f4\u65b0\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u9002\u7528\u8303\u56f4\u3002 \n- 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"\u6574\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5206\u6790\u7ed3\u679c\u548c\u5efa\u8bae\uff0c\u66f4\u65b0\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u6570\u636e\u8d44\u6599\uff0c\u5f62\u6210\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7efc\u5408\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u5206\u6790\u62a5\u544a\u53ca\u75c5\u7406\u751f\u7406\u5b66\u5bb6\u3001\u836f\u7269\u5b89\u5168\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u7ef4\u5ea6\u6539\u8fdb\u5efa\u8bae\uff0c\u73b0\u5bf9\u201c\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u201d\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u6570\u636e\u8d44\u6599\u8fdb\u884c\u7cfb\u7edf\u66f4\u65b0\u3002\u6b64\u6b21\u66f4\u65b0\u5145\u5206\u4f53\u73b0\u4e86\u6570\u636e\u6536\u96c6\u7684\u591a\u5143\u5316\u3001\u5206\u6790\u65b9\u6cd5\u7684\u5148\u8fdb\u6027\u4e0e\u4e34\u5e8a\u5b9e\u7528\u6027\uff0c\u660e\u786e\u4e86\u7279\u6b8a\u4eba\u7fa4\u7684\u98ce\u9669\u7279\u5f81\uff0c\u7ec6\u5316\u4e86\u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\uff0c\u5f3a\u5316\u4e86\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u548c\u4e2a\u4f53\u5316\u7528\u836f\u6307\u5bfc\uff0c\u65e8\u5728\u4e3a\u4e34\u5e8a\u5408\u7406\u7528\u836f\u548c\u98ce\u9669\u7ba1\u7406\u63d0\u4f9b\u79d1\u5b66\u3001\u7cbe\u51c6\u7684\u4f9d\u636e\u3002\n\n\u4ee5\u4e0b\u4e3a\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599\u5185\u5bb9\uff1a\n\n```\u66f4\u65b0\u540e\u7684\u4e0d\u826f\u53cd\u5e94\u6570\u636e\u8d44\u6599\n\u4e39\u828d\u6d3b\u8840\u80f6\u56ca\u4e0d\u826f\u53cd\u5e94\u8bf4\u660e\u53ca\u76f8\u5173\u8d44\u6599\u66f4\u65b0\n\n\u4e00\u3001\u6570\u636e\u6765\u6e90\u4e0e\u6536\u96c6\n\n1. \u6570\u636e\u8986\u76d6\u4e34\u5e8a\u8bd5\u9a8c\u5404\u9636\u6bb5\uff08I-IV\u671f\uff09\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u3001\u516c\u5f00\u6587\u732e\u3001\u56fd\u5bb6\u836f\u54c1\u4e0d\u826f\u53cd\u5e94\u76d1\u6d4b\u7cfb\u7edf\u53ca\u771f\u5b9e\u4e16\u754c\u6570\u636e\uff08\u5305\u62ec\u533b\u9662\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u3001\u836f\u7269\u8b66\u6212\u6570\u636e\u5e93\u3001\u60a3\u8005\u81ea\u62a5\u5e73\u53f0\u7b49\uff09\uff0c\u786e\u4fdd\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u591a\u6837\u3002\n\n2. \u7279\u522b\u5f3a\u5316\u8001\u5e74\u4eba\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u53ca\u5b55\u54fa\u5987\u5973\u7b49\u7279\u6b8a\u4eba\u7fa4\u7684\u968f\u8bbf\u4e0e\u6570\u636e\u91c7\u96c6\uff0c\u8bbe\u7acb\u4e13\u95e8\u968f\u8bbf\u961f\u5217\uff0c\u91cd\u70b9\u76d1\u6d4b\u7528\u836f\u9996\u6708\u9ad8\u98ce\u9669\u671f\uff0c\u6536\u96c6\u7528\u836f\u5242\u91cf\u3001\u65f6\u95f4\u3001\u5b9e\u9a8c\u5ba4\u6307\u6807\uff08\u51dd\u8840\u529f\u80fd\u3001\u8840\u6d41\u52a8\u529b\u5b66\u3001\u708e\u75c7\u6807\u5fd7\u7269\uff09\u53ca\u4e34\u5e8a\u8868\u73b0\u3002\n\n3. \u5e94\u7528\u6807\u51c6\u5316\u7535\u5b50\u62a5\u544a\u8868\u5355\uff0c\u5185\u5d4cMedDRA\u7f16\u7801\u548cCTCAE\u5206\u7ea7\uff0c\u914d\u5408\u81ea\u52a8\u63d0\u9192\u673a\u5236\u548c\u60a3\u8005\u81ea\u6211\u76d1\u6d4bAPP\uff0c\u63d0\u5347\u4e0d\u826f\u53cd\u5e94\u62a5\u544a\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002\n\n\u4e8c\u3001\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u60c5\u51b5\u53ca\u7279\u5f81\n\n1. \u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u7ea67.2%\uff0c\u4e3b\u8981\u8868\u73b0\u4e3a\u8f7b\u5fae\u5c40\u90e8\u51fa\u8840\uff08\u9f3b\u51fa\u8840\u3001\u7259\u9f88\u51fa\u8840\u3001\u76ae\u80a4\u7600\u6591\uff09\uff0c85%\u4e3a\u8f7b\u5ea6\u65e0\u9700\u7279\u6b8a\u6cbb\u7597\u3002\u8001\u5e74\u4eba\uff089.1%\uff09\u3001\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\uff088.5%\uff09\u51fa\u8840\u98ce\u9669\u663e\u8457\u9ad8\u4e8e\u4e00\u822c\u4eba\u7fa4\uff0c\u5b55\u54fa\u5987\u5973\u51fa\u8840\u7387\u8f83\u4f4e\uff084.0%\uff09\uff0c\u4f46\u6837\u672c\u91cf\u6709\u9650\uff0c\u9700\u8c28\u614e\u7528\u836f\u3002\n\n2. \u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u60a3\u8005\u53603.5%\uff0c\u8868\u73b0\u4e3a\u8f7b\u5ea6\u8840\u538b\u6ce2\u52a8\uff0c\u8001\u5e74\u60a3\u8005\u5fc3\u8f93\u51fa\u91cf\u8f7b\u5ea6\u4e0b\u964d\uff08<5%\uff09\uff0c\u65e0\u4e25\u91cd\u5fc3\u5f8b\u5931\u5e38\u3002\n\n3. \u51dd\u8840\u529f\u80fd\u53ca\u8840\u5c0f\u677f\u6d3b\u6027\u6307\u6807\u8f7b\u5ea6\u6ce2\u52a8\uff0c\u65e0\u660e\u663e\u4e34\u5e8a\u5f02\u5e38\u3002\n\n4. \u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u53d1\u751f\u7387<1%\uff0c\u4e3b\u8981\u4e3a\u8f7b\u5fae\u76ae\u75b9\uff0c\u4e34\u5e8a\u8868\u73b0\u4e3a\u76ae\u80a4\u7619\u75d2\u3001\u7ea2\u6591\uff0c\u901a\u5e38\u8f7b\u5ea6\u4e14\u53ef\u9006\u3002\n\n5. \u809d\u80be\u529f\u80fd\u53ca\u7ec4\u7ec7\u7f3a\u6c27\u6307\u6807\u65e0\u663e\u8457\u5f02\u5e38\uff0c\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u6307\u6807\u6ce2\u52a8\u8f83\u5927\u4f46\u65e0\u6076\u5316\u8d8b\u52bf\u3002\n\n6. \u5242\u91cf-\u53cd\u5e94\u5173\u7cfb\u660e\u786e\uff0c\u51fa\u8840\u4e8b\u4ef6\u53d1\u751f\u7387\u4e0e\u5242\u91cf\u8f7b\u5ea6\u6b63\u76f8\u5173\uff0c\u9ad8\u5242\u91cf\u7ec4\u51fa\u8840\u7387\u8fbe10.3%\uff0c\u4f4e\u5242\u91cf\u7ec44.5%\u3002\u7ec6\u5316\u5242\u91cf\u68af\u5ea6\u5206\u6790\u660e\u786e\u5b89\u5168\u9608\u503c\uff0c\u6307\u5bfc\u4e34\u5e8a\u5242\u91cf\u8c03\u6574\u3002\n\n\u4e09\u3001\u4e0d\u826f\u53cd\u5e94\u75c5\u7406\u673a\u5236\n\n1. \u4e3b\u8981\u4e0e\u6d3b\u8840\u5316\u7600\u4f5c\u7528\u76f8\u5173\uff0c\u6d89\u53ca\u6297\u8840\u5c0f\u677f\u805a\u96c6\u4f5c\u7528\u3001\u8840\u7ba1\u901a\u900f\u6027\u589e\u52a0\u53ca\u5fae\u5faa\u73af\u6539\u5584\u3002\n\n2. \u8001\u5e74\u53ca\u809d\u80be\u529f\u80fd\u4e0d\u5168\u60a3\u8005\u56e0\u836f\u7269\u4ee3\u8c22\u6e05\u9664\u80fd\u529b\u4e0b\u964d\uff0c\u836f\u7269\u53ca\u4ee3\u8c22\u4ea7\u7269\u84c4\u79ef\uff0c\u589e\u5f3a\u6297\u8840\u5c0f\u677f\u53ca\u6297\u51dd\u6548\u5e94\uff0c\u51fa\u8840\u98ce\u9669\u5347\u9ad8\u3002\n\n3. \u8840\u6d41\u52a8\u529b\u5b66\u5f02\u5e38\u6e90\u4e8e\u836f\u7269\u5f15\u8d77\u7684\u8f7b\u5ea6\u8840\u7ba1\u6269\u5f20\u53ca\u5fc3\u8840\u7ba1\u8c03\u8282\u5f71\u54cd\u3002\n\n4. \u514d\u75ab\u53ca\u708e\u75c7\u53cd\u5e94\u8f83\u8f7b\u5fae\uff0c\u514d\u75ab\u76f8\u5173\u4e0d\u826f\u53cd\u5e94\u8f83\u5c11\u4e14\u8f7b\u5ea6\u3002\n\n\u56db\u3001\u5b89\u5168\u6027\u8bc4\u4f30\u4e0e\u98ce\u9669\u5206\u6790\n\n1. 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+ "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u8bc6\u522b\u548c\u5206\u7c7b\u5e38\u89c1\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5149\u7535\u6027\u8d28\u5b9a\u4e49", + "TaskContent": "\u660e\u786e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5177\u4f53\u542b\u4e49\u548c\u6d4b\u91cf\u6307\u6807\u3002", + "InputObject_List": [], + "OutputObject": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\uff0c\u5305\u62ec\u5149\u7535\u6027\u8d28\u7684\u57fa\u672c\u6982\u5ff5\u548c\u5206\u7c7b\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u5b9a\u4e49\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u6d4b\u91cf\u6307\u6807\u548c\u8bc4\u4ef7\u65b9\u6cd5\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u624b\u6bb5\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u6d4b\u91cf\u6280\u672f\u548c\u5b9e\u9a8c\u53c2\u6570\uff0c\u7528\u4e8e\u91cf\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6307\u6807\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6d4b\u91cf\u6280\u672f\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6d4b\u91cf\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u6d4b\u91cf\u7684\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u5ba1\u67e5\u6539\u8fdb\u540e\u7684\u6d4b\u91cf\u65b9\u6848\u4e0e\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u548c\u6307\u6807\u7684\u4e00\u81f4\u6027\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5ba1\u67e5\u610f\u89c1\uff0c\u5b8c\u5584\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u4f53\u7cfb\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u7684\u6700\u7ec8\u7248\u672c\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u8f93\u51fa\u6210\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action7" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u660e\u786e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5177\u4f53\u542b\u4e49\u548c\u6d4b\u91cf\u6307\u6807\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5f71\u54cd\u56e0\u7d20\u5f52\u7eb3", + "TaskContent": "\u603b\u7ed3\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u79cd\u7c7b\u3002", + "InputObject_List": [ + "\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868", + "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807" + ], + "OutputObject": "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5149\u7535\u7269\u7406\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\uff0c\u63d0\u51fa\u53ef\u80fd\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\u3002", + "ImportantInput": [ + "InputObject:\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u63d0\u51fa\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u53ca\u5176\u5206\u7c7b\u5efa\u8bae\u3002", + "ImportantInput": [ + "InputObject:\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u6574\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u6574\u5408\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\uff0c\u8865\u5145\u9057\u6f0f\u548c\u4fee\u6b63\u4e0d\u5408\u7406\u90e8\u5206\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u7406\u5e76\u6700\u7ec8\u786e\u8ba4\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u521d\u6b65\u5217\u8868\uff0c\u5f62\u6210\u6807\u51c6\u8f93\u51fa\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>! and !<3>! perform the task of \u603b\u7ed3\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u79cd\u7c7b\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u56e0\u7d20\u7269\u7406\u673a\u5236\u5206\u6790", + "TaskContent": "\u5206\u6790\u6bcf\u4e2a\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u7269\u7406\u5f71\u54cd\u673a\u5236\u3002", + "InputObject_List": [ + "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868" + ], + "OutputObject": "\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5149\u7535\u7269\u7406\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6839\u636e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u4e2d\u5404\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u5047\u8bbe\u3002", + "ImportantInput": [ + "InputObject:\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u5047\u8bbe\uff0c\u63d0\u51fa\u5149\u7535\u8f6c\u6362\u673a\u5236\u4e2d\u5173\u952e\u7269\u7406\u8fc7\u7a0b\u7684\u8be6\u7ec6\u89e3\u91ca\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u89e3\u91ca\u7684\u5408\u7406\u6027\u53ca\u5176\u4e0e\u6750\u6599\u7269\u7406\u7279\u6027\u7684\u5173\u8054\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5149\u7535\u8f6c\u6362\u673a\u5236\u7684\u7269\u7406\u6a21\u578b\uff0c\u589e\u5f3a\u7406\u8bba\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u53cc\u65b9\u7684\u7814\u7a76\u6210\u679c\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u8be6\u7ec6\u89e3\u6790\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action4" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5206\u6790\u6bcf\u4e2a\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u7269\u7406\u5f71\u54cd\u673a\u5236\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5b9e\u9a8c\u4e0e\u7406\u8bba\u9a8c\u8bc1", + "TaskContent": "\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\u9a8c\u8bc1\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002", + "InputObject_List": [ + "\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3" + ], + "OutputObject": "\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u7684\u8be6\u7ec6\u7406\u89e3\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u4e2d\u53ef\u80fd\u5f71\u54cd\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u3002", + "ImportantInput": [ + "InputObject:\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u8f6c\u6362\u673a\u5236\uff0c\u63d0\u51fa\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5f71\u54cd\u7684\u7406\u8bba\u6a21\u578b\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bbe\u8ba1\u5e76\u6267\u884c\u5b9e\u9a8c\uff0c\u6d4b\u91cf\u4e8c\u7ef4\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5fae\u89c2\u7ed3\u6784\uff0c\u9a8c\u8bc1\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u4e00\u81f4\u6027\uff0c\u6307\u51fa\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action2" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u51c6\u786e\u5730\u63cf\u8ff0\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u53cd\u9988\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u8865\u5145\u6d4b\u91cf\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\uff0c\u9a8c\u8bc1\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u5f62\u6210\u6700\u7ec8\u9a8c\u8bc1\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\u9a8c\u8bc1\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u603b\u7ed3\u4e0e\u5f52\u7eb3", + "TaskContent": "\u603b\u7ed3\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u53d7\u5f71\u54cd\u7684\u5173\u952e\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u3002", + "InputObject_List": [ + "\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20" + ], + "OutputObject": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u603b\u7ed3", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u76f8\u4e92\u5173\u7cfb\u7684\u521d\u6b65\u6846\u67b6\u3002", + "ImportantInput": [ + "InputObject:\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u5149\u7535\u8f6c\u6362\u673a\u5236\u89d2\u5ea6\uff0c\u5206\u6790\u5e76\u8865\u5145\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u624b\u6bb5\u6d4b\u5b9a\u7684\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u4f5c\u7528\u673a\u7406\u7684\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u4f5c\u7528\u673a\u7406\u63cf\u8ff0\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u7ed3\u5408\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u63d0\u5347\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u652f\u6301\u529b\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u603b\u7ed3\u5e76\u5f52\u7eb3\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\uff0c\u5f62\u6210\u6700\u7ec8\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u603b\u7ed3\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u53d7\u5f71\u54cd\u7684\u5173\u952e\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u603b\u7ed3", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u8d28\u53d7\u54ea\u4e9b\u5173\u952e\u56e0\u7d20\u5f71\u54cd\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u8d28\u53d7\u54ea\u4e9b\u5173\u952e\u56e0\u7d20\u5f71\u54cd\uff1f', 'Collaboration Process': [{'StepName': '\u4e8c\u7ef4\u6750\u6599\u79cd\u7c7b\u8bc6\u522b', 'TaskContent': '\u8bc6\u522b\u548c\u5206\u7c7b\u5e38\u89c1\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u3002', 'InputObject_List': [], 'OutputObject': '\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8bc6\u522b\u548c\u5206\u7c7b\u5e38\u89c1\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5e38\u89c1\u7c7b\u578b\u7684\u521d\u6b65\u5206\u7c7b\u65b9\u6848\uff0c\u57fa\u4e8e\u6750\u6599\u7684\u7ec4\u6210\u548c\u7ed3\u6784\u7279\u5f81\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u7269\u7406\u5c5e\u6027\uff0c\u8f85\u52a9\u6750\u6599\u5206\u7c7b\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u7684\u70ed\u529b\u5b66\u548c\u7a33\u5b9a\u6027\u5206\u7c7b\u65b9\u6cd5\uff0c\u8865\u5145\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5206\u7c7b\u65b9\u6848\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5c5e\u6027\u63cf\u8ff0\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6a21\u62df\u65b9\u6cd5\uff0c\u63d0\u5347\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u7684\u51c6\u786e\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5149\u7535\u6027\u8d28\u5b9a\u4e49', 'TaskContent': '\u660e\u786e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5177\u4f53\u542b\u4e49\u548c\u6d4b\u91cf\u6307\u6807\u3002', 'InputObject_List': [], 'OutputObject': '\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u660e\u786e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5177\u4f53\u542b\u4e49\u548c\u6d4b\u91cf\u6307\u6807\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\uff0c\u5305\u62ec\u5149\u7535\u6027\u8d28\u7684\u57fa\u672c\u6982\u5ff5\u548c\u5206\u7c7b\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u5b9a\u4e49\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u6d4b\u91cf\u6307\u6807\u548c\u8bc4\u4ef7\u65b9\u6cd5\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u5b9e\u9a8c\u624b\u6bb5\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u6d4b\u91cf\u6280\u672f\u548c\u5b9e\u9a8c\u53c2\u6570\uff0c\u7528\u4e8e\u91cf\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6307\u6807\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6d4b\u91cf\u6280\u672f\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6d4b\u91cf\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u6d4b\u91cf\u7684\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Critique', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u5ba1\u67e5\u6539\u8fdb\u540e\u7684\u6d4b\u91cf\u65b9\u6848\u4e0e\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u548c\u6307\u6807\u7684\u4e00\u81f4\u6027\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5ba1\u67e5\u610f\u89c1\uff0c\u5b8c\u5584\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u4f53\u7cfb\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u7684\u6700\u7ec8\u7248\u672c\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u8f93\u51fa\u6210\u679c\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action7']}]}, {'StepName': '\u5f71\u54cd\u56e0\u7d20\u5f52\u7eb3', 'TaskContent': '\u603b\u7ed3\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u79cd\u7c7b\u3002', 'InputObject_List': ['\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868', '\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807'], 'OutputObject': '\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5149\u7535\u7269\u7406\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u603b\u7ed3\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u79cd\u7c7b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\uff0c\u63d0\u51fa\u53ef\u80fd\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868']}, {'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u63d0\u51fa\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u53ca\u5176\u5206\u7c7b\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807']}, {'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u6574\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u6574\u5408\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\uff0c\u8865\u5145\u9057\u6f0f\u548c\u4fee\u6b63\u4e0d\u5408\u7406\u90e8\u5206\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u7406\u5e76\u6700\u7ec8\u786e\u8ba4\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u521d\u6b65\u5217\u8868\uff0c\u5f62\u6210\u6807\u51c6\u8f93\u51fa\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u56e0\u7d20\u7269\u7406\u673a\u5236\u5206\u6790', 'TaskContent': '\u5206\u6790\u6bcf\u4e2a\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u7269\u7406\u5f71\u54cd\u673a\u5236\u3002', 'InputObject_List': ['\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868'], 'OutputObject': '\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5149\u7535\u7269\u7406\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u6bcf\u4e2a\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u7269\u7406\u5f71\u54cd\u673a\u5236\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u6839\u636e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u4e2d\u5404\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u5047\u8bbe\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868']}, {'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u5047\u8bbe\uff0c\u63d0\u51fa\u5149\u7535\u8f6c\u6362\u673a\u5236\u4e2d\u5173\u952e\u7269\u7406\u8fc7\u7a0b\u7684\u8be6\u7ec6\u89e3\u91ca\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u89e3\u91ca\u7684\u5408\u7406\u6027\u53ca\u5176\u4e0e\u6750\u6599\u7269\u7406\u7279\u6027\u7684\u5173\u8054\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': 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['\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3'], 'OutputObject': '\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': 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!<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u603b\u7ed3\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u53d7\u5f71\u54cd\u7684\u5173\u952e\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u603b\u7ed3', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': 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'\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u4f5c\u7528\u673a\u7406\u63cf\u8ff0\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u7ed3\u5408\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u63d0\u5347\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u652f\u6301\u529b\u5ea6\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': 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"\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7684\u7ec4\u6210\u548c\u7ed3\u6784\u7279\u5f81\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u5206\u7c7b\u65b9\u6848\uff1a\n\n1. **\u5355\u5143\u7d20\u4e8c\u7ef4\u6750\u6599**\n - \u7ec4\u6210\uff1a\u7531\u5355\u4e00\u5143\u7d20\u6784\u6210\n - \u5178\u578b\u4ee3\u8868\uff1a\u77f3\u58a8\u70ef\uff08\u78b3\uff09\u3001\u787c\u70ef\uff08\u787c\uff09\u3001\u78f7\u70ef\uff08\u78f7\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5355\u5c42\u539f\u5b50\u6392\u5217\uff0c\u901a\u5e38\u5448\u8702\u7a9d\u72b6\u6216\u5c42\u72b6\u7ed3\u6784\n\n2. **\u8fc7\u6e21\u91d1\u5c5e\u4e8c\u786b\u65cf\u5316\u5408\u7269\uff08TMDCs\uff09**\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\uff08\u5982Mo, W\uff09\u4e0e\u786b\u65cf\u5143\u7d20\uff08S, Se, Te\uff09\u7ec4\u6210\u7684\u4e09\u539f\u5b50\u5c42\u7ed3\u6784\n - \u5178\u578b\u4ee3\u8868\uff1aMoS2, WS2, MoSe2\n - \u7ed3\u6784\u7279\u5f81\uff1aX-M-X\u5c42\u72b6\u7ed3\u6784\uff0c\u5177\u6709\u8f83\u5f3a\u7684\u5c42\u95f4\u8303\u5fb7\u534e\u529b\u548c\u5c42\u5185\u5171\u4ef7\u952e\n\n3. **\u4e8c\u7ef4\u6c27\u5316\u7269\u548c\u6c22\u6c27\u5316\u7269**\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u6c27\u6216\u7f9f\u57fa\u7ec4\u6210\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u6c27\u5316\u949b\uff08TiO2\uff09\u7eb3\u7c73\u7247\u3001\u5c42\u72b6\u53cc\u6c22\u6c27\u5316\u7269\uff08LDHs\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u5e38\u542b\u6709\u4e30\u5bcc\u7684\u8868\u9762\u5b98\u80fd\u56e2\n\n4. **\u4e8c\u7ef4\u5364\u5316\u7269**\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u5364\u7d20\u5143\u7d20\u7ec4\u6210\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u94ef\u94c5\u5364\u5316\u7269\uff08CsPbX3\uff0cX=Cl, Br, I\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u6676\u4f53\u7ed3\u6784\uff0c\u5177\u6709\u4f18\u5f02\u7684\u5149\u7535\u6027\u80fd\n\n5. **\u4e8c\u7ef4\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599**\n - \u7ec4\u6210\uff1a\u6709\u673a\u5206\u5b50\u4e0e\u65e0\u673a\u5c42\u72b6\u6750\u6599\u4ea4\u66ff\u6392\u5217\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u9499\u949b\u77ff\u3001\u6709\u673a-\u65e0\u673a\u6742\u5316\u5c42\u72b6\u6750\u6599\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\u4e2d\u6709\u673a\u5c42\u548c\u65e0\u673a\u5c42\u4ea4\u66ff\uff0c\u8c03\u63a7\u6027\u5f3a\n\n6. **\u4e8c\u7ef4\u78b3\u5316\u7269\u548c\u6c2e\u5316\u7269\uff08MXenes\uff09**\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\u6216\u6c2e\u5316\u7269\n - \u5178\u578b\u4ee3\u8868\uff1aTi3C2Tx\u7b49\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5e26\u6709\u4e30\u5bcc\u7684\u5b98\u80fd\u56e2\uff08-OH, -F\u7b49\uff09\n\n\u6b64\u5206\u7c7b\u65b9\u6848\u4fbf\u4e8e\u540e\u7eed\u9488\u5bf9\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u7684\u5149\u7535\u6027\u8d28\u8fdb\u884c\u7cfb\u7edf\u7814\u7a76\u548c\u6bd4\u8f83\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u4ee5\u8fdb\u4e00\u6b65\u7ec6\u5316\u6bcf\u7c7b\u6750\u6599\u7684\u5177\u4f53\u7ed3\u6784\u53c2\u6570\u548c\u4ee3\u8868\u6027\u6027\u80fd\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u7269\u7406\u5c5e\u6027\uff0c\u8f85\u52a9\u6750\u6599\u5206\u7c7b\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u8d28\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u7269\u7406\u5c5e\u6027\uff0c\u6709\u52a9\u4e8e\u66f4\u7cfb\u7edf\u5730\u7406\u89e3\u548c\u6bd4\u8f83\u4e0d\u540c\u7c7b\u578b\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\uff1a\n\n1. **\u5e26\u9699\u7c7b\u578b\u53ca\u5927\u5c0f**\n - \u76f4\u63a5\u5e26\u9699 vs \u95f4\u63a5\u5e26\u9699\uff1a\u76f4\u63a5\u5e26\u9699\u6750\u6599\uff08\u5982\u5355\u5c42MoS2\uff09\u6709\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff1b\u95f4\u63a5\u5e26\u9699\u6750\u6599\uff08\u5982\u591a\u5c42MoS2\u3001\u77f3\u58a8\u70ef\uff09\u5149\u7535\u8f6c\u6362\u6548\u7387\u901a\u5e38\u8f83\u4f4e\u3002\n - \u5e26\u9699\u5bbd\u5ea6\uff08eV\uff09\uff1a\u51b3\u5b9a\u6750\u6599\u5bf9\u5149\u8c31\u8303\u56f4\u7684\u54cd\u5e94\uff0c\u5e26\u9699\u5bbd\u7684\u6750\u6599\u9002\u5408\u7d2b\u5916\u5149\u68c0\u6d4b\uff0c\u5e26\u9699\u7a84\u7684\u6750\u6599\u9002\u5408\u8fd1\u7ea2\u5916\u6216\u53ef\u89c1\u5149\u5e94\u7528\u3002\n\n2. **\u5149\u5438\u6536\u7cfb\u6570**\n - \u9ad8\u5438\u6536\u7cfb\u6570\u6750\u6599\u80fd\u5728\u8584\u5c42\u4e2d\u9ad8\u6548\u5438\u6536\u5149\u5b50\uff0c\u63d0\u5347\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002\n - \u5438\u6536\u8c31\u8303\u56f4\uff1a\u4ece\u7d2b\u5916\u5230\u8fd1\u7ea2\u5916\u7684\u54cd\u5e94\u8303\u56f4\uff0c\u5f71\u54cd\u6750\u6599\u7684\u5e94\u7528\u573a\u666f\u3002\n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387**\n - \u7535\u5b50\u548c\u7a7a\u7a74\u8fc1\u79fb\u7387\u9ad8\u7684\u6750\u6599\u6709\u5229\u4e8e\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u5feb\u901f\u5206\u79bb\u548c\u4f20\u8f93\uff0c\u51cf\u5c11\u590d\u5408\u635f\u5931\u3002\n - \u8fc1\u79fb\u7387\u53d7\u6676\u4f53\u7f3a\u9677\u3001\u6742\u8d28\u548c\u754c\u9762\u8d28\u91cf\u5f71\u54cd\u3002\n\n4. **\u6fc0\u5b50\u7ed3\u5408\u80fd**\n - \u6fc0\u5b50\u7ed3\u5408\u80fd\u5927\u5c0f\u5f71\u54cd\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u89e3\u79bb\u6548\u7387\u3002\n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\uff08\u5982\u5728\u4e8c\u7ef4TMDCs\u4e2d\uff09\u53ef\u80fd\u9700\u8981\u989d\u5916\u7684\u7535\u573a\u6216\u754c\u9762\u5de5\u7a0b\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u3002\n\n5. **\u5149\u751f\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u6269\u6563\u957f\u5ea6**\n - \u5bff\u547d\u957f\u3001\u6269\u6563\u957f\u5ea6\u5927\u7684\u6750\u6599\u6709\u5229\u4e8e\u8f7d\u6d41\u5b50\u5230\u8fbe\u7535\u6781\uff0c\u63d0\u9ad8\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002\n - \u53d7\u7f3a\u9677\u6001\u548c\u754c\u9762\u590d\u5408\u4e2d\u5fc3\u5f71\u54cd\u3002\n\n6. **\u8868\u9762\u6001\u548c\u754c\u9762\u6027\u8d28**\n - \u8868\u9762\u7f3a\u9677\u3001\u5b98\u80fd\u56e2\u53ca\u754c\u9762\u7ed3\u6784\u5bf9\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u80fd\u7ea7\u5339\u914d\u5f71\u54cd\u663e\u8457\u3002\n - \u4f8b\u5982MXenes\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\u3002\n\n7. **\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u6027\u8d28**\n - PL\u5f3a\u5ea6\u53ca\u5cf0\u4f4d\u53cd\u6620\u6750\u6599\u7684\u80fd\u5e26\u7ed3\u6784\u548c\u7f3a\u9677\u6001\u3002\n - \u53ef\u7528\u4e8e\u8bc4\u4f30\u6750\u6599\u8d28\u91cf\u548c\u5149\u7535\u6d3b\u6027\u3002\n\n8. **\u7535\u8377\u5206\u79bb\u548c\u8f6c\u79fb\u52a8\u529b\u5b66**\n - \u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u53ca\u4f20\u8f93\u901f\u7387\u51b3\u5b9a\u5149\u7535\u5668\u4ef6\u6027\u80fd\u3002\n - \u901a\u8fc7\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u7b49\u624b\u6bb5\u6d4b\u91cf\u3002\n\n\u7efc\u4e0a\uff0c\u7ed3\u5408\u4e0a\u8ff0\u5149\u7535\u5173\u952e\u7269\u7406\u5c5e\u6027\uff0c\u53ef\u5bf9\u4e8c\u7ef4\u6750\u6599\u8fdb\u884c\u5149\u7535\u6027\u80fd\u5bfc\u5411\u7684\u5206\u7c7b\uff0c\u5982\uff1a\n\n- \u76f4\u63a5\u5e26\u9699\u9ad8\u8fc1\u79fb\u7387\u7c7b\uff08\u5982\u5355\u5c42TMDCs\uff09\n- \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u5f3a\u675f\u7f1a\u6fc0\u5b50\u7c7b\uff08\u67d0\u4e9bTMDCs\uff09\n- \u9ad8\u8fc1\u79fb\u7387\u96f6\u5e26\u9699\u7c7b\uff08\u77f3\u58a8\u70ef\uff09\n- \u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u7c7b\uff08MXenes\uff09\n- \u5bbd\u5e26\u9699\u9ad8\u5438\u6536\u7c7b\uff08\u4e8c\u7ef4\u6c27\u5316\u7269\uff09\n\n\u6b64\u5206\u7c7b\u6807\u51c6\u5c06\u8f85\u52a9\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u7406\u5f00\u5c55\u6df1\u5165\u7814\u7a76\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5404\u7c7b\u6750\u6599\u5bf9\u5e94\u7684\u5178\u578b\u5149\u7535\u53c2\u6570\u6570\u636e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u7684\u70ed\u529b\u5b66\u548c\u7a33\u5b9a\u6027\u5206\u7c7b\u65b9\u6cd5\uff0c\u8865\u5145\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7684\u70ed\u529b\u5b66\u6027\u8d28\u548c\u7a33\u5b9a\u6027\u6307\u6807\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u8865\u5145\u7684\u4e8c\u7ef4\u6750\u6599\u5206\u7c7b\u65b9\u6cd5\uff0c\u4ee5\u5b8c\u5584\u73b0\u6709\u7684\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u4f53\u7cfb\uff1a\n\n---\n\n### 1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5206\u7c7b**\n\n- **\u70ed\u529b\u5b66\u7a33\u5b9a\u4e8c\u7ef4\u6750\u6599** \n - \u7279\u5f81\uff1a\u5728\u5e38\u6e29\u5e38\u538b\u4e0b\uff0c\u6750\u6599\u7684\u5f62\u6210\u80fd\uff08Formation Energy\uff09\u4e3a\u8d1f\u4e14\u8f83\u5927\u7edd\u5bf9\u503c\uff0c\u8868\u660e\u6750\u6599\u7ed3\u6784\u7a33\u5b9a\uff0c\u6613\u4e8e\u5408\u6210\u548c\u957f\u671f\u4fdd\u6301\u3002 \n - \u5178\u578b\u6307\u6807\uff1a \n - \u8d1f\u7684\u5f62\u6210\u80fd\uff08DFT\u8ba1\u7b97\uff09 \n - \u6b63\u7684\u58f0\u5b50\u8c31\uff08\u65e0\u865a\u9891\uff0c\u8868\u660e\u52a8\u529b\u5b66\u7a33\u5b9a\uff09 \n - \u51e0\u4f55\u7ed3\u6784\u65e0\u660e\u663e\u7578\u53d8 \n - \u4ee3\u8868\u6750\u6599\uff1a\u77f3\u58a8\u70ef\u3001\u5355\u5c42MoS2\u3001Ti3C2 MXene\u7b49\n\n- **\u4e9a\u7a33\u4e8c\u7ef4\u6750\u6599** \n - \u7279\u5f81\uff1a\u5f62\u6210\u80fd\u63a5\u8fd1\u96f6\u6216\u7565\u4e3a\u8d1f\u503c\uff0c\u5b58\u5728\u4e00\u5b9a\u7684\u80fd\u5792\u963b\u6b62\u8f6c\u53d8\u4e3a\u5176\u4ed6\u76f8\u6001\uff0c\u53ef\u80fd\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u5408\u6210\u548c\u7a33\u5b9a\u3002 \n - \u5178\u578b\u6307\u6807\uff1a \n - \u5f62\u6210\u80fd\u63a5\u8fd1\u96f6 \n - \u58f0\u5b50\u8c31\u4e2d\u5b58\u5728\u5c11\u91cf\u4f4e\u9891\u632f\u52a8\u6a21\u5f0f \n - \u53ef\u80fd\u5b58\u5728\u591a\u79cd\u7ade\u4e89\u76f8 \n - \u4ee3\u8868\u6750\u6599\uff1a\u67d0\u4e9b\u787c\u70ef\u7ed3\u6784\u5f02\u6784\u4f53\u3001\u67d0\u4e9b\u4e8c\u7ef4\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\n\n- **\u70ed\u529b\u5b66\u4e0d\u7a33\u5b9a\u4e8c\u7ef4\u6750\u6599** \n - \u7279\u5f81\uff1a\u5f62\u6210\u80fd\u4e3a\u6b63\uff0c\u7ed3\u6784\u6613\u53d1\u751f\u91cd\u6784\u6216\u5206\u89e3\uff0c\u96be\u4ee5\u5b9e\u9a8c\u5408\u6210\u6216\u7ef4\u6301\u3002 \n - \u5178\u578b\u6307\u6807\uff1a \n - \u6b63\u7684\u5f62\u6210\u80fd \n - \u58f0\u5b50\u8c31\u4e2d\u5b58\u5728\u865a\u9891\uff0c\u8868\u660e\u52a8\u529b\u5b66\u4e0d\u7a33\u5b9a \n - \u7ed3\u6784\u5728\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u4e2d\u5feb\u901f\u74e6\u89e3 \n - \u4ee3\u8868\u6750\u6599\uff1a\u90e8\u5206\u7406\u8bba\u9884\u6d4b\u7684\u4e8c\u7ef4\u6750\u6599\uff0c\u9700\u754c\u9762\u6216\u57fa\u5e95\u7a33\u5b9a\u5316\n\n---\n\n### 2. **\u70ed\u529b\u5b66\u6027\u8d28\u6307\u6807**\n\n- **\u5f62\u6210\u80fd\uff08Formation Energy\uff09** \n \u53cd\u6620\u6750\u6599\u7ec4\u6210\u5143\u7d20\u7ed3\u5408\u7684\u80fd\u91cf\u7a33\u5b9a\u6027\uff0c\u662f\u5224\u65ad\u4e8c\u7ef4\u6750\u6599\u662f\u5426\u6613\u4e8e\u5f62\u6210\u7684\u5173\u952e\u53c2\u6570\u3002\n\n- **\u5409\u5e03\u65af\u81ea\u7531\u80fd\uff08Gibbs Free Energy\uff09** \n \u7ed3\u5408\u6e29\u5ea6\u548c\u538b\u529b\u56e0\u7d20\uff0c\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u5728\u5b9e\u9645\u73af\u5883\u6761\u4ef6\u4e0b\u7684\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002\n\n- **\u58f0\u5b50\u8c31\u5206\u6790** \n \u901a\u8fc7\u8ba1\u7b97\u58f0\u5b50\u9891\u7387\uff0c\u5224\u65ad\u6750\u6599\u662f\u5426\u5177\u5907\u52a8\u529b\u5b66\u7a33\u5b9a\u6027\uff0c\u65e0\u865a\u9891\u8868\u660e\u65e0\u7ed3\u6784\u8f6f\u6a21\u3002\n\n- **\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u6bd4\u70ed\u5bb9** \n \u53cd\u6620\u6750\u6599\u5bf9\u6e29\u5ea6\u53d8\u5316\u7684\u54cd\u5e94\uff0c\u6709\u52a9\u4e8e\u7406\u89e3\u5176\u5728\u5668\u4ef6\u5de5\u4f5c\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u3002\n\n---\n\n### 3. **\u73af\u5883\u7a33\u5b9a\u6027\u5206\u7c7b**\n\n- **\u7a7a\u6c14\u7a33\u5b9a\u578b\u4e8c\u7ef4\u6750\u6599** \n - \u5728\u7a7a\u6c14\u548c\u6e7f\u5ea6\u73af\u5883\u4e2d\u7ed3\u6784\u548c\u6027\u80fd\u4fdd\u6301\u7a33\u5b9a\u3002 \n - \u5178\u578b\u6750\u6599\uff1a\u77f3\u58a8\u70ef\u3001MoS2\u3001\u90e8\u5206MXenes\u7ecf\u8fc7\u8868\u9762\u949d\u5316\u5904\u7406\u3002\n\n- **\u9700\u4fdd\u62a4\u578b\u4e8c\u7ef4\u6750\u6599** \n - \u6613\u53d7\u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u56e0\u7d20\u5f71\u54cd\uff0c\u9700\u5c01\u88c5\u6216\u60f0\u6027\u6c14\u6c1b\u4fdd\u62a4\u3002 \n - \u5178\u578b\u6750\u6599\uff1a\u9ed1\u78f7\uff08\u78f7\u70ef\uff09\u3001\u90e8\u5206\u4e8c\u7ef4\u5364\u5316\u7269\u3002\n\n---\n\n### 4. **\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7a33\u5b9a\u6027\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u8865\u5145**\n\n| \u5206\u7c7b\u7c7b\u522b | \u5173\u952e\u70ed\u529b\u5b66\u6307\u6807 | \u5178\u578b\u4ee3\u8868\u6750\u6599 | \u5907\u6ce8 |\n|------------------------|--------------------------------|--------------------------------|-------------------------------------------|\n| \u70ed\u529b\u5b66\u7a33\u5b9a\u578b | \u8d1f\u5f62\u6210\u80fd\uff0c\u58f0\u5b50\u65e0\u865a\u9891 | \u77f3\u58a8\u70ef\u3001MoS2\u3001Ti3C2 MXene | \u6613\u5408\u6210\uff0c\u9002\u5408\u5668\u4ef6\u5e94\u7528 |\n| \u4e9a\u7a33\u6001\u4e8c\u7ef4\u6750\u6599 | \u5f62\u6210\u80fd\u63a5\u8fd1\u96f6\uff0c\u4f4e\u9891\u58f0\u5b50\u6a21\u5f0f | \u787c\u70ef\u5f02\u6784\u4f53\u3001\u90e8\u5206\u6709\u673a-\u65e0\u673a\u6742\u5316\u7269 | \u9700\u7279\u5b9a\u6761\u4ef6\u5408\u6210\uff0c\u6027\u80fd\u8c03\u63a7\u7a7a\u95f4\u5927 |\n| \u70ed\u529b\u5b66\u4e0d\u7a33\u5b9a\u578b | \u6b63\u5f62\u6210\u80fd\uff0c\u5b58\u5728\u865a\u9891 | \u7406\u8bba\u9884\u6d4b\u6750\u6599 | \u9700\u57fa\u5e95\u6216\u754c\u9762\u7a33\u5b9a\u5316 |\n| \u7a7a\u6c14\u7a33\u5b9a\u578b | \u8868\u9762\u65e0\u6613\u6c27\u5316\u5b98\u80fd\u56e2 | \u77f3\u58a8\u70ef\u3001MoS2 | \u9002\u5408\u73af\u5883\u66b4\u9732\u5e94\u7528 |\n| \u9700\u4fdd\u62a4\u578b | \u6613\u6c27\u5316\u3001\u6c34\u89e3 | \u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269 | \u9700\u5c01\u88c5\u4fdd\u62a4\uff0c\u5f71\u54cd\u5b9e\u9645\u5e94\u7528 |\n\n---\n\n### 5. **\u5efa\u8bae\u540e\u7eed\u5de5\u4f5c**\n\n- \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7cfb\u7edf\u8bc4\u4f30\u5404\u7c7b\u4e8c\u7ef4\u6750\u6599\u7684\u5f62\u6210\u80fd\u3001\u58f0\u5b50\u8c31\u548c\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u70ed\u529b\u5b66\u6570\u636e\u5e93\u3002 \n- \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u7814\u7a76\u6750\u6599\u5728\u4e0d\u540c\u6e29\u5ea6\u548c\u73af\u5883\u4e0b\u7684\u7a33\u5b9a\u6027\u6f14\u53d8\u3002 \n- \u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5149\u7535\u6027\u80fd\u5206\u7c7b\uff0c\u5f62\u6210\u591a\u7ef4\u5ea6\u4e8c\u7ef4\u6750\u6599\u5206\u7c7b\u4f53\u7cfb\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u548c\u5e94\u7528\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u70ed\u529b\u5b66\u548c\u7a33\u5b9a\u6027\u5206\u7c7b\u4e3a\u4e8c\u7ef4\u6750\u6599\u8bc6\u522b\u63d0\u4f9b\u4e86\u91cd\u8981\u8865\u5145\uff0c\u6709\u52a9\u4e8e\u7b5b\u9009\u9002\u5408\u5b9e\u9645\u5e94\u7528\u7684\u6750\u6599\u7c7b\u578b\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u548c\u5668\u4ef6\u5f00\u53d1\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u57fa\u4e8e\u5177\u4f53\u6750\u6599\u4f53\u7cfb\u63d0\u4f9b\u8be6\u7ec6\u7684\u6570\u503c\u8ba1\u7b97\u7ed3\u679c\u548c\u6a21\u62df\u6570\u636e\u652f\u6301\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5206\u7c7b\u65b9\u6848\u7684\u5408\u7406\u6027\u548c\u79d1\u5b66\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5206\u7c7b\u65b9\u6848\u5747\u79d1\u5b66\u5408\u7406\uff0c\u4e14\u4e92\u4e3a\u8865\u5145\uff1a\n\n1. \u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5206\u7c7b\u805a\u7126\u4e8e\u4e8c\u7ef4\u6750\u6599\u7684\u5173\u952e\u5149\u7535\u6027\u8d28\uff08\u5982\u5e26\u9699\u7c7b\u578b\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u3001\u6fc0\u5b50\u7ed3\u5408\u80fd\u7b49\uff09\uff0c\u6709\u52a9\u4e8e\u4ece\u529f\u80fd\u6027\u80fd\u89d2\u5ea6\u7cfb\u7edf\u7406\u89e3\u5149\u7535\u8f6c\u6362\u673a\u5236\uff0c\u4fbf\u4e8e\u6307\u5bfc\u5668\u4ef6\u8bbe\u8ba1\u3002\n\n2. \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u57fa\u4e8e\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u73af\u5883\u7a33\u5b9a\u6027\u8fdb\u884c\u5206\u7c7b\uff0c\u5f3a\u8c03\u6750\u6599\u7684\u5408\u6210\u53ef\u884c\u6027\u548c\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u7a33\u5b9a\u6027\uff0c\u4e3a\u6750\u6599\u7b5b\u9009\u548c\u5b9e\u9a8c\u5408\u6210\u63d0\u4f9b\u4e86\u91cd\u8981\u53c2\u8003\u3002\n\n\u4e24\u8005\u7ed3\u5408\u80fd\u591f\u5f62\u6210\u4ece\u6027\u80fd\u5230\u7a33\u5b9a\u6027\u7684\u591a\u7ef4\u5ea6\u5206\u7c7b\u4f53\u7cfb\uff0c\u66f4\u5168\u9762\u5730\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u7684\u7814\u7a76\u548c\u5e94\u7528\u3002\u5efa\u8bae\u540e\u7eed\u53ef\u7ed3\u5408\u5177\u4f53\u6750\u6599\u6570\u636e\uff0c\u8fdb\u4e00\u6b65\u6574\u5408\u8fd9\u4e24\u7c7b\u5206\u7c7b\u6807\u51c6\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5c5e\u6027\u63cf\u8ff0\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u5c5e\u6027\u63cf\u8ff0\u8fdb\u884c\u5b8c\u5584\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u548c\u8865\u5145\u8bf4\u660e\uff0c\u4ee5\u4fbf\u66f4\u7cfb\u7edf\u3001\u5168\u9762\u5730\u53cd\u6620\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u4fbf\u4e8e\u540e\u7eed\u7814\u7a76\u548c\u5e94\u7528\u6307\u5bfc\u3002\n\n## Improved version of \u5149\u7535\u6027\u8d28\u76f8\u5173\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u5c5e\u6027\u63cf\u8ff0\n\n\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u8d28\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5b8c\u5584\u7684\u5206\u7c7b\u6807\u51c6\u548c\u5173\u952e\u7269\u7406\u5c5e\u6027\uff0c\u6709\u52a9\u4e8e\u7cfb\u7edf\u7406\u89e3\u548c\u6bd4\u8f83\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\uff1a\n\n---\n\n### 1. **\u5e26\u9699\u7c7b\u578b\u53ca\u5927\u5c0f**\n\n- **\u5e26\u9699\u7c7b\u578b** \n - \u76f4\u63a5\u5e26\u9699\u6750\u6599\uff1a\u5982\u5355\u5c42MoS2\u3001WS2\uff0c\u5149\u5438\u6536\u548c\u53d1\u5149\u6548\u7387\u9ad8\uff0c\u9002\u5408\u5149\u7535\u63a2\u6d4b\u548c\u53d1\u5149\u5668\u4ef6\u3002 \n - \u95f4\u63a5\u5e26\u9699\u6750\u6599\uff1a\u5982\u591a\u5c42MoS2\u3001\u77f3\u58a8\u70ef\uff08\u96f6\u5e26\u9699\uff09\uff0c\u5149\u7535\u8f6c\u6362\u6548\u7387\u76f8\u5bf9\u8f83\u4f4e\uff0c\u4f46\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u9ad8\uff0c\u6709\u5229\u4e8e\u9ad8\u901f\u7535\u5b50\u5668\u4ef6\u3002\n\n- **\u5e26\u9699\u5bbd\u5ea6\uff08eV\uff09** \n - \u5bbd\u5e26\u9699\uff08>2 eV\uff09\uff1a\u9002\u5408\u7d2b\u5916\u5149\u63a2\u6d4b\u548c\u9ad8\u529f\u7387\u5149\u7535\u5668\u4ef6\u3002 \n - \u4e2d\u7b49\u5e26\u9699\uff081~2 eV\uff09\uff1a\u9002\u5408\u53ef\u89c1\u5149\u5149\u7535\u5e94\u7528\u3002 \n - \u7a84\u5e26\u9699\uff08<1 eV\uff09\uff1a\u9002\u5408\u8fd1\u7ea2\u5916\u548c\u70ed\u7ea2\u5916\u6ce2\u6bb5\u63a2\u6d4b\u3002\n\n- **\u5e26\u9699\u8c03\u63a7** \n - \u901a\u8fc7\u5c42\u6570\u8c03\u8282\u3001\u5e94\u529b\u5e94\u53d8\u3001\u63ba\u6742\u548c\u5f02\u8d28\u7ed3\u6784\u5b9e\u73b0\u5e26\u9699\u8c03\u63a7\uff0c\u6269\u5c55\u6750\u6599\u7684\u5149\u8c31\u54cd\u5e94\u8303\u56f4\u3002\n\n---\n\n### 2. **\u5149\u5438\u6536\u7cfb\u6570\u53ca\u5149\u8c31\u54cd\u5e94\u8303\u56f4**\n\n- **\u5149\u5438\u6536\u7cfb\u6570** \n - \u9ad8\u5438\u6536\u7cfb\u6570\uff0810^5 cm^-1\u53ca\u4ee5\u4e0a\uff09\u4f7f\u6750\u6599\u5728\u6781\u8584\u5c42\u4e2d\u5373\u53ef\u5b9e\u73b0\u9ad8\u6548\u5149\u5438\u6536\uff0c\u63d0\u5347\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n - \u4f4e\u5438\u6536\u7cfb\u6570\u7684\u6750\u6599\u9002\u5408\u900f\u660e\u7535\u6781\u6216\u5149\u8c03\u5236\u5668\u4ef6\u3002\n\n- **\u5438\u6536\u5149\u8c31\u8303\u56f4** \n - \u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5168\u5149\u8c31\u54cd\u5e94\u62d3\u5bbd\u5e94\u7528\u9886\u57df\u3002 \n - \u67d0\u4e9b\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u5177\u6709\u5bbd\u5149\u8c31\u54cd\u5e94\uff0c\u9002\u5408\u591a\u6ce2\u6bb5\u5149\u7535\u63a2\u6d4b\u3002\n\n---\n\n### 3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387**\n\n- **\u7535\u5b50\u548c\u7a7a\u7a74\u8fc1\u79fb\u7387** \n - \u9ad8\u8fc1\u79fb\u7387\uff08\u901a\u5e38>10^2 cm^2/V\u00b7s\uff09\u6709\u5229\u4e8e\u5feb\u901f\u5206\u79bb\u548c\u4f20\u8f93\u5149\u751f\u8f7d\u6d41\u5b50\uff0c\u51cf\u5c11\u590d\u5408\u635f\u5931\u3002 \n - \u8fc1\u79fb\u7387\u53d7\u6750\u6599\u6676\u4f53\u8d28\u91cf\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u72b6\u6001\u548c\u63ba\u6742\u6c34\u5e73\u5f71\u54cd\u3002\n\n- **\u8fc1\u79fb\u7387\u5404\u5411\u5f02\u6027** \n - \u67d0\u4e9b\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u78f7\u70ef\uff09\u8fc1\u79fb\u7387\u5b58\u5728\u660e\u663e\u5404\u5411\u5f02\u6027\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84\u8bbe\u8ba1\u3002\n\n---\n\n### 4. **\u6fc0\u5b50\u7ed3\u5408\u80fd**\n\n- **\u6fc0\u5b50\u7ed3\u5408\u80fd\u5927\u5c0f** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\uff080.3 eV\u4ee5\u4e0a\uff09\u5e38\u89c1\u4e8e\u4e8c\u7ef4TMDCs\uff0c\u5bfc\u81f4\u5149\u751f\u7535\u5b50\u548c\u7a7a\u7a74\u4ee5\u6fc0\u5b50\u5f62\u5f0f\u5b58\u5728\uff0c\u9700\u5916\u52a0\u7535\u573a\u6216\u754c\u9762\u5f02\u8d28\u7ed3\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\u3002 \n - \u4f4e\u6fc0\u5b50\u7ed3\u5408\u80fd\u6750\u6599\uff08\u5982\u77f3\u58a8\u70ef\uff09\u6fc0\u5b50\u89e3\u79bb\u5bb9\u6613\uff0c\u6709\u5229\u4e8e\u5149\u7535\u6d41\u4ea7\u751f\u3002\n\n- **\u6fc0\u5b50\u52a8\u529b\u5b66** \n - \u6fc0\u5b50\u5bff\u547d\u3001\u6269\u6563\u957f\u5ea6\u53ca\u6fc0\u5b50-\u58f0\u5b50\u76f8\u4e92\u4f5c\u7528\u5f71\u54cd\u5149\u7535\u6027\u80fd\u3002\n\n---\n\n### 5. **\u5149\u751f\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u6269\u6563\u957f\u5ea6**\n\n- **\u8f7d\u6d41\u5b50\u5bff\u547d** \n - \u957f\u5bff\u547d\uff08\u7eb3\u79d2\u81f3\u5fae\u79d2\u7ea7\uff09\u6709\u5229\u4e8e\u8f7d\u6d41\u5b50\u6709\u6548\u6536\u96c6\uff0c\u63d0\u5347\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n - \u53d7\u7f3a\u9677\u6001\u548c\u754c\u9762\u590d\u5408\u4e2d\u5fc3\u5f71\u54cd\uff0c\u9700\u6750\u6599\u4f18\u5316\u548c\u754c\u9762\u5de5\u7a0b\u3002\n\n- **\u6269\u6563\u957f\u5ea6** \n - \u8f83\u957f\u7684\u6269\u6563\u957f\u5ea6\u4f7f\u8f7d\u6d41\u5b50\u80fd\u5728\u6750\u6599\u4e2d\u6709\u6548\u8fc1\u79fb\u81f3\u7535\u6781\uff0c\u51cf\u5c11\u590d\u5408\u635f\u5931\u3002\n\n---\n\n### 6. **\u8868\u9762\u6001\u548c\u754c\u9762\u6027\u8d28**\n\n- **\u8868\u9762\u7f3a\u9677\u548c\u5b98\u80fd\u56e2** \n - \u8868\u9762\u7f3a\u9677\u901a\u5e38\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n - \u5b98\u80fd\u56e2\uff08\u5982MXenes\u8868\u9762\u7684-OH\uff0c-F\uff09\u53ef\u8c03\u63a7\u80fd\u7ea7\u7ed3\u6784\u548c\u8f7d\u6d41\u5b50\u884c\u4e3a\u3002\n\n- **\u754c\u9762\u80fd\u7ea7\u5339\u914d** \n - \u5408\u7406\u7684\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u548c\u6ce8\u5165\uff0c\u5173\u952e\u4e8e\u5f02\u8d28\u7ed3\u548c\u5668\u4ef6\u8bbe\u8ba1\u3002\n\n---\n\n### 7. **\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u6027\u8d28**\n\n- **PL\u5f3a\u5ea6\u53ca\u5cf0\u4f4d** \n - \u53cd\u6620\u6750\u6599\u7684\u80fd\u5e26\u7ed3\u6784\u548c\u7f3a\u9677\u6001\u5206\u5e03\u3002 \n - \u9ad8PL\u5f3a\u5ea6\u901a\u5e38\u5bf9\u5e94\u9ad8\u8d28\u91cf\u3001\u4f4e\u7f3a\u9677\u6750\u6599\u3002\n\n- **PL\u5bff\u547d\u548c\u52a8\u529b\u5b66** \n - \u901a\u8fc7\u65f6\u95f4\u5206\u8fa8PL\u7814\u7a76\u8f7d\u6d41\u5b50\u590d\u5408\u8fc7\u7a0b\uff0c\u63ed\u793a\u5149\u7535\u8f6c\u6362\u6548\u7387\u74f6\u9888\u3002\n\n---\n\n### 8. **\u7535\u8377\u5206\u79bb\u548c\u8f6c\u79fb\u52a8\u529b\u5b66**\n\n- **\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387** \n - \u53d7\u6750\u6599\u5185\u5efa\u7535\u573a\u3001\u754c\u9762\u5f02\u8d28\u7ed3\u548c\u5916\u52a0\u7535\u573a\u5f71\u54cd\u3002 \n - \u9ad8\u5206\u79bb\u6548\u7387\u662f\u9ad8\u6548\u5149\u7535\u8f6c\u6362\u7684\u5173\u952e\u3002\n\n- **\u8f7d\u6d41\u5b50\u8f6c\u79fb\u901f\u7387** \n - \u901a\u8fc7\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u548c\u77ac\u6001\u5438\u6536\u7b49\u6280\u672f\u6d4b\u91cf\uff0c\u63ed\u793a\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002\n\n---\n\n### 9. **\u5149\u7535\u54cd\u5e94\u901f\u5ea6\u548c\u7a33\u5b9a\u6027**\n\n- **\u54cd\u5e94\u901f\u5ea6** \n - \u5bf9\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u81f3\u5173\u91cd\u8981\uff0c\u53d7\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\u5f71\u54cd\u3002\n\n- **\u73af\u5883\u7a33\u5b9a\u6027\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd** \n - \u5149\u7535\u6027\u80fd\u968f\u73af\u5883\uff08\u6c27\u6c14\u3001\u6c34\u5206\u3001\u5149\u7167\uff09\u53d8\u5316\uff0c\u9700\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7a33\u5b9a\u6027\u5206\u7c7b\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\u3002\n\n---\n\n### 10. **\u5178\u578b\u5149\u7535\u6027\u80fd\u5bfc\u5411\u7684\u4e8c\u7ef4\u6750\u6599\u5206\u7c7b\u793a\u4f8b**\n\n| \u5206\u7c7b\u7c7b\u522b | \u5173\u952e\u5149\u7535\u5c5e\u6027\u63cf\u8ff0 | \u4ee3\u8868\u6750\u6599\u793a\u4f8b | \u5e94\u7528\u65b9\u5411 |\n|----------------------------|--------------------------------------------------|------------------------------------|------------------------------|\n| \u76f4\u63a5\u5e26\u9699\u9ad8\u8fc1\u79fb\u7387\u7c7b | \u76f4\u63a5\u5e26\u9699\uff0c\u8fc1\u79fb\u7387\u9ad8\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e2d\u7b49 | \u5355\u5c42MoS2\u3001WS2 | \u5149\u7535\u63a2\u6d4b\u3001\u53d1\u5149\u5668\u4ef6 |\n| \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u5f3a\u675f\u7f1a\u6fc0\u5b50\u7c7b | \u6fc0\u5b50\u7ed3\u5408\u80fd\u9ad8\uff0c\u9700\u754c\u9762\u5de5\u7a0b\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb | \u90e8\u5206TMDCs | \u6fc0\u5b50\u5668\u4ef6\u3001\u5149\u4f0f |\n| \u9ad8\u8fc1\u79fb\u7387\u96f6\u5e26\u9699\u7c7b | \u96f6\u5e26\u9699\uff0c\u6781\u9ad8\u8fc1\u79fb\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4f4e | \u77f3\u58a8\u70ef | \u9ad8\u901f\u7535\u5b50\u5668\u4ef6\u3001\u900f\u660e\u7535\u6781 |\n| \u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u7c7b | \u8868\u9762\u5b98\u80fd\u56e2\u4e30\u5bcc\uff0c\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a | MXenes | \u4f20\u611f\u5668\u3001\u5149\u50ac\u5316 |\n| \u5bbd\u5e26\u9699\u9ad8\u5438\u6536\u7c7b | \u5bbd\u5e26\u9699\uff0c\u9ad8\u5438\u6536\u7cfb\u6570\uff0c\u9002\u5408\u7d2b\u5916\u5149\u5e94\u7528 | \u4e8c\u7ef4\u6c27\u5316\u7269\uff08TiO2\u7eb3\u7c73\u7247\u7b49\uff09 | \u7d2b\u5916\u5149\u63a2\u6d4b\u3001\u5149\u50ac\u5316 |\n\n---\n\n### 11. **\u540e\u7eed\u5efa\u8bae**\n\n- \u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u6570\u636e\u5e93\uff0c\u6536\u96c6\u5e26\u9699\u3001\u8fc1\u79fb\u7387\u3001\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u5149\u5438\u6536\u7b49\u5173\u952e\u53c2\u6570\u3002 \n- \u8054\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u6570\u636e\uff0c\u5b9e\u73b0\u591a\u7ef4\u5ea6\u4e8c\u7ef4\u6750\u6599\u5206\u7c7b\u4f53\u7cfb\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u5b8c\u5584\u5206\u7c7b\u6807\u51c6\uff0c\u6307\u5bfc\u65b0\u578b\u4e8c\u7ef4\u5149\u7535\u6750\u6599\u8bbe\u8ba1\u548c\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u5149\u7535\u6027\u8d28\u5206\u7c7b\u6807\u51c6\u6db5\u76d6\u4e86\u6750\u6599\u7684\u80fd\u5e26\u7ed3\u6784\u3001\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u3001\u6fc0\u5b50\u884c\u4e3a\u3001\u754c\u9762\u4e0e\u8868\u9762\u6548\u5e94\u7b49\u5173\u952e\u56e0\u7d20\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u7684\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5206\u7c7b\uff0c\u5f62\u6210\u7cfb\u7edf\u3001\u5168\u9762\u7684\u4e8c\u7ef4\u6750\u6599\u5206\u7c7b\u4f53\u7cfb\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u8f6c\u6362\u673a\u7406\u7684\u6df1\u5165\u7406\u89e3\u548c\u5e94\u7528\u62d3\u5c55\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6a21\u62df\u65b9\u6cd5\uff0c\u63d0\u5347\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u7684\u51c6\u786e\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4ee5\u53ca\u73b0\u6709\u70ed\u529b\u5b66\u5206\u7c7b\u65b9\u6848\uff0c\u6211\u5c06\u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u63d0\u5347\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002\u91cd\u70b9\u5728\u4e8e\u5b8c\u5584\u5f62\u6210\u80fd\u548c\u58f0\u5b50\u8c31\u8ba1\u7b97\u7684\u7cbe\u5ea6\uff0c\u5f3a\u5316\u73af\u5883\u56e0\u7d20\u5bf9\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7684\u6a21\u62df\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\u5b9e\u73b0\u66f4\u5168\u9762\u7684\u7a33\u5b9a\u6027\u9884\u6d4b\uff0c\u6700\u7ec8\u5f62\u6210\u4e0e\u5149\u7535\u6027\u80fd\u5206\u7c7b\u76f8\u8f85\u76f8\u6210\u7684\u591a\u7ef4\u5ea6\u6750\u6599\u8bc6\u522b\u4f53\u7cfb\u3002\n\n## Improved version of \u70ed\u529b\u5b66\u53c2\u6570\u548c\u6a21\u62df\u65b9\u6cd5\u4f18\u5316\u65b9\u6848\n\n---\n\n### 1. **\u5f62\u6210\u80fd\u8ba1\u7b97\u7684\u4f18\u5316**\n\n- **\u9ad8\u7cbe\u5ea6\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97** \n - \u91c7\u7528\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u7684\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\uff0c\u7ed3\u5408\u66f4\u5148\u8fdb\u7684\u4ea4\u6362-\u76f8\u5173\u6cdb\u51fd\uff08\u5982HSE06\u6df7\u5408\u6cdb\u51fd\uff09\u63d0\u9ad8\u5f62\u6210\u80fd\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - \u7ed3\u5408\u96f6\u70b9\u80fd\u4fee\u6b63\u548c\u6e29\u5ea6\u4fee\u6b63\uff0c\u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u9884\u6d4b\u7684\u53ef\u9760\u6027\u3002\n\n- **\u57fa\u51c6\u6570\u636e\u548c\u6821\u51c6** \n - \u5229\u7528\u5b9e\u9a8c\u6570\u636e\u5bf9\u8ba1\u7b97\u5f62\u6210\u80fd\u8fdb\u884c\u6821\u51c6\uff0c\u51cf\u5c11\u7406\u8bba\u504f\u5dee\u3002 \n - \u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5f62\u6210\u80fd\u6570\u636e\u5e93\uff0c\u652f\u6301\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u9884\u6d4b\u3002\n\n---\n\n### 2. **\u58f0\u5b50\u8c31\u548c\u52a8\u529b\u5b66\u7a33\u5b9a\u6027\u6a21\u62df\u7684\u63d0\u5347**\n\n- **\u5bc6\u5ea6\u6cdb\u51fd\u5fae\u6270\u7406\u8bba\uff08DFPT\uff09\u4e0e\u6709\u9650\u5dee\u5206\u6cd5\u7ed3\u5408** \n - \u91c7\u7528DFPT\u8ba1\u7b97\u58f0\u5b50\u9891\u7387\uff0c\u786e\u4fdd\u65e0\u865a\u9891\u4ee5\u5224\u5b9a\u52a8\u529b\u5b66\u7a33\u5b9a\u6027\u3002 \n - \u5bf9\u5b58\u5728\u4f4e\u9891\u8f6f\u6a21\u7684\u6750\u6599\uff0c\u7ed3\u5408\u6709\u9650\u6e29\u5ea6\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\uff0c\u63a2\u7a76\u52a8\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u7ed3\u6784\u6f14\u5316\u3002\n\n- **\u6e29\u5ea6\u6548\u5e94\u6a21\u62df** \n - \u901a\u8fc7\u6709\u9650\u6e29\u5ea6\u58f0\u5b50\u8c31\u548c\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\uff0c\u8ba1\u7b97\u81ea\u7531\u80fd\u6e29\u5ea6\u4f9d\u8d56\uff0c\u8bc4\u4f30\u9ad8\u6e29\u7a33\u5b9a\u6027\u3002 \n - \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6a21\u62df\u6750\u6599\u5728\u5b9e\u9645\u5de5\u4f5c\u73af\u5883\uff08\u5982\u9ad8\u6e29\u3001\u5e94\u529b\uff09\u4e0b\u7684\u7ed3\u6784\u7a33\u5b9a\u6027\u3002\n\n---\n\n### 3. **\u73af\u5883\u7a33\u5b9a\u6027\u6a21\u62df\u7684\u5b8c\u5584**\n\n- **\u8868\u9762\u548c\u754c\u9762\u53cd\u5e94\u6a21\u62df** \n - \u7ed3\u5408\u5438\u9644\u80fd\u8ba1\u7b97\u548c\u53cd\u5e94\u8def\u5f84\u6a21\u62df\uff0c\u8bc4\u4f30\u6750\u6599\u5728\u6c27\u6c14\u3001\u6c34\u5206\u7b49\u73af\u5883\u4e0b\u7684\u5316\u5b66\u7a33\u5b9a\u6027\u3002 \n - \u6a21\u62df\u8868\u9762\u5b98\u80fd\u56e2\u7684\u5f62\u6210\u3001\u8f6c\u5316\u53ca\u5176\u5bf9\u6750\u6599\u70ed\u529b\u5b66\u548c\u5149\u7535\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n- **\u8868\u9762\u949d\u5316\u548c\u4fdd\u62a4\u7b56\u7565\u6a21\u62df** \n - \u7814\u7a76\u8868\u9762\u949d\u5316\u5242\u548c\u5c01\u88c5\u6750\u6599\u5bf9\u4e8c\u7ef4\u6750\u6599\u7a33\u5b9a\u6027\u7684\u63d0\u5347\u673a\u5236\u3002 \n - \u7ed3\u5408\u754c\u9762\u70ed\u529b\u5b66\u548c\u529b\u5b66\u6a21\u62df\uff0c\u4f18\u5316\u4fdd\u62a4\u5c42\u8bbe\u8ba1\u3002\n\n---\n\n### 4. **\u591a\u5c3a\u5ea6\u6a21\u62df\u7b56\u7565**\n\n- **\u4ece\u539f\u5b50\u5c3a\u5ea6\u5230\u5b8f\u89c2\u5c3a\u5ea6** \n - \u539f\u5b50\u5c3a\u5ea6\uff1a\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u5f62\u6210\u80fd\u3001\u58f0\u5b50\u8c31\u3001\u5438\u9644\u80fd\u3002 \n - \u4e2d\u5c3a\u5ea6\uff1a\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6750\u6599\u7684\u70ed\u7a33\u5b9a\u6027\u548c\u7f3a\u9677\u6f14\u5316\u3002 \n - \u5b8f\u89c2\u5c3a\u5ea6\uff1a\u6709\u9650\u5143\u6a21\u62df\u5668\u4ef6\u7ea7\u70ed\u529b\u5b66\u54cd\u5e94\uff0c\u9884\u6d4b\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u7a33\u5b9a\u6027\u3002\n\n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u62df** \n - \u5229\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5feb\u901f\u9884\u6d4b\u5f62\u6210\u80fd\u548c\u7a33\u5b9a\u6027\uff0c\u7b5b\u9009\u6f5c\u5728\u4e8c\u7ef4\u6750\u6599\u3002 \n - \u7ed3\u5408\u9ad8\u901a\u91cf\u8ba1\u7b97\u6570\u636e\uff0c\u6784\u5efa\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u5347\u7b5b\u9009\u6548\u7387\u3002\n\n---\n\n### 5. **\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u7ef4\u5ea6\u6574\u5408**\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u6307\u6807 | \u8ba1\u7b97\u65b9\u6cd5\u53ca\u4f18\u5316 | \u4f5c\u7528\u4e0e\u610f\u4e49 |\n|------------------|----------------------------------|-----------------------------------|-----------------------------------|\n| \u5f62\u6210\u80fd | \u7edd\u5bf9\u503c\u53ca\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fd | \u9ad8\u7cbe\u5ea6DFT+\u96f6\u70b9\u80fd+\u6e29\u5ea6\u4fee\u6b63 | \u5224\u65ad\u6750\u6599\u7684\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u5408\u6210\u53ef\u884c\u6027 |\n| \u58f0\u5b50\u8c31 | \u65e0\u865a\u9891\uff0c\u4f4e\u9891\u8f6f\u6a21\u8bc6\u522b | DFPT+\u6709\u9650\u6e29\u5ea6MD | \u8bc4\u4f30\u6750\u6599\u52a8\u529b\u5b66\u7a33\u5b9a\u6027 |\n| \u5438\u9644\u80fd\u4e0e\u53cd\u5e94\u80fd | \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u53cd\u5e94\u80fd | DFT\u5438\u9644\u80fd\u8ba1\u7b97+\u53cd\u5e94\u8def\u5f84\u6a21\u62df | \u9884\u6d4b\u73af\u5883\u7a33\u5b9a\u6027 |\n| \u70ed\u81a8\u80c0\u7cfb\u6570 | \u6e29\u5ea6\u53d8\u5316\u4e0b\u6676\u683c\u53c2\u6570\u53d8\u5316 | \u58f0\u5b50\u8c31\u70ed\u529b\u5b66\u79ef\u5206 | \u4e86\u89e3\u6750\u6599\u70ed\u54cd\u5e94\uff0c\u6307\u5bfc\u5668\u4ef6\u8bbe\u8ba1 |\n| \u6bd4\u70ed\u5bb9 | \u70ed\u5bb9\u91cf\u968f\u6e29\u5ea6\u53d8\u5316 | \u58f0\u5b50\u8c31\u8ba1\u7b97 | \u8bc4\u4f30\u6750\u6599\u70ed\u7ba1\u7406\u6027\u80fd |\n| \u7f3a\u9677\u5f62\u6210\u80fd | \u70b9\u7f3a\u9677\u3001\u8fb9\u754c\u7f3a\u9677\u5f62\u6210\u80fd | DFT\u7f3a\u9677\u8ba1\u7b97 | \u7406\u89e3\u7f3a\u9677\u5bf9\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u7684\u5f71\u54cd |\n\n---\n\n### 6. **\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u51c6\u786e\u6027\u63d0\u5347\u65b9\u6848**\n\n- **\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u5149\u7535\u6027\u80fd\u5206\u7c7b** \n - \u901a\u8fc7\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7b5b\u9009\u5408\u6210\u53ef\u80fd\u6027\u9ad8\u7684\u6750\u6599\u3002 \n - \u7ed3\u5408\u5149\u7535\u6027\u80fd\u6307\u6807\uff0c\u4f18\u9009\u6027\u80fd\u4f18\u5f02\u4e14\u7a33\u5b9a\u7684\u4e8c\u7ef4\u6750\u6599\u3002\n\n- **\u52a8\u6001\u7a33\u5b9a\u6027\u8bc4\u4f30** \n - \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u8bc4\u4f30\u6750\u6599\u5728\u5b9e\u9645\u6e29\u5ea6\u548c\u73af\u5883\u4e2d\u7684\u957f\u671f\u7a33\u5b9a\u6027\u3002 \n - \u8bc6\u522b\u4e9a\u7a33\u6001\u548c\u6613\u8f6c\u53d8\u6750\u6599\uff0c\u6307\u5bfc\u5b9e\u9a8c\u5408\u6210\u6761\u4ef6\u8bbe\u8ba1\u3002\n\n- **\u73af\u5883\u9002\u5e94\u6027\u6a21\u62df** \n - \u6a21\u62df\u4e0d\u540c\u6c14\u6c1b\u3001\u6e7f\u5ea6\u6761\u4ef6\u4e0b\u6750\u6599\u7684\u7ed3\u6784\u548c\u6027\u80fd\u6f14\u53d8\uff0c\u7b5b\u9009\u73af\u5883\u7a33\u5b9a\u578b\u6750\u6599\u3002\n\n- **\u6570\u636e\u5e93\u6784\u5efa\u4e0e\u5171\u4eab** \n - \u5efa\u7acb\u5305\u542b\u5f62\u6210\u80fd\u3001\u58f0\u5b50\u8c31\u3001\u5438\u9644\u80fd\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u7684\u4e8c\u7ef4\u6750\u6599\u6570\u636e\u5e93\u3002 \n - \u6570\u636e\u5e93\u652f\u6301\u591a\u7ef4\u5ea6\u67e5\u8be2\uff0c\u8f85\u52a9\u6750\u6599\u7b5b\u9009\u548c\u8bbe\u8ba1\u3002\n\n---\n\n### 7. **\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae**\n\n- \u5f00\u5c55\u9ad8\u901a\u91cf\u8ba1\u7b97\uff0c\u8986\u76d6\u66f4\u591a\u4e8c\u7ef4\u6750\u6599\u4f53\u7cfb\uff0c\u4e30\u5bcc\u70ed\u529b\u5b66\u6570\u636e\u3002 \n- \u8054\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u9a8c\u8bc1\u5b8c\u5584\u5206\u7c7b\u4f53\u7cfb\u3002 \n- \u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u6d41\u7a0b\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u548c\u51c6\u786e\u6027\u3002 \n- \u63a2\u7d22\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u8f85\u52a9\u53d1\u73b0\u65b0\u578b\u7a33\u5b9a\u9ad8\u6027\u80fd\u4e8c\u7ef4\u6750\u6599\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u548c\u6a21\u62df\u65b9\u6cd5\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u6a21\u62df\u53ca\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5c06\u663e\u8457\u63d0\u5347\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u4ef7\u503c\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u3001\u5408\u6210\u53ca\u5149\u7535\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u548c\u6570\u636e\u652f\u6491\u3002\u6b64\u65b9\u6848\u4e0e\u5149\u7535\u6027\u80fd\u5206\u7c7b\u4f53\u7cfb\u76f8\u7ed3\u5408\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4e8c\u7ef4\u6750\u6599\u591a\u7ef4\u5ea6\u5206\u7c7b\u6846\u67b6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u7684\u6df1\u5165\u53d1\u5c55\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\u5e76\u63d0\u4ea4\u6700\u7ec8\u7248\u672c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u3001\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5145\u5206\u8ba8\u8bba\u4e0e\u53cd\u9988\uff0c\u6211\u4eec\u5f62\u6210\u4e86\u4e00\u4e2a\u591a\u7ef4\u5ea6\u3001\u7cfb\u7edf\u4e14\u4e92\u8865\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5206\u7c7b\u4f53\u7cfb\u3002\u8be5\u4f53\u7cfb\u4e0d\u4ec5\u6db5\u76d6\u4e86\u4e8c\u7ef4\u6750\u6599\u7684\u7ec4\u6210\u548c\u7ed3\u6784\u7279\u5f81\uff0c\u8fd8\u7ed3\u5408\u4e86\u5173\u952e\u5149\u7535\u6027\u8d28\u548c\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u6307\u6807\uff0c\u80fd\u591f\u5168\u9762\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u7684\u7814\u7a76\u3001\u7b5b\u9009\u548c\u5e94\u7528\u3002\n\n\u4ee5\u4e0b\u662f\u6574\u5408\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\uff0c\u5305\u542b\u6750\u6599\u7c7b\u522b\u3001\u7ec4\u6210\u7ed3\u6784\u3001\u5178\u578b\u4ee3\u8868\u3001\u5173\u952e\u5149\u7535\u5c5e\u6027\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7279\u5f81\uff0c\u4fbf\u4e8e\u540e\u7eed\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u6750\u6599\u7684\u5149\u7535\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u8fdb\u884c\u6df1\u5165\u5206\u6790\u548c\u5e94\u7528\u8bbe\u8ba1\u3002\n\n```\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\n1. \u5355\u5143\u7d20\u4e8c\u7ef4\u6750\u6599\n - \u7ec4\u6210\uff1a\u7531\u5355\u4e00\u5143\u7d20\u6784\u6210\n - \u5178\u578b\u4ee3\u8868\uff1a\u77f3\u58a8\u70ef\uff08\u78b3\uff09\u3001\u787c\u70ef\uff08\u787c\uff09\u3001\u78f7\u70ef\uff08\u78f7\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5355\u5c42\u539f\u5b50\u6392\u5217\uff0c\u8702\u7a9d\u72b6\u6216\u5c42\u72b6\u7ed3\u6784\n - \u5149\u7535\u7279\u6027\uff1a\u96f6\u6216\u7a84\u5e26\u9699\uff08\u77f3\u58a8\u70ef\u96f6\u5e26\u9699\uff09\uff0c\u9ad8\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4f4e\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u77f3\u58a8\u70ef\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u78f7\u70ef\u9700\u4fdd\u62a4\uff0c\u90e8\u5206\u787c\u70ef\u4e3a\u4e9a\u7a33\u6001\n\n2. \u8fc7\u6e21\u91d1\u5c5e\u4e8c\u786b\u65cf\u5316\u5408\u7269\uff08TMDCs\uff09\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\uff08Mo, W\u7b49\uff09\u4e0e\u786b\u65cf\u5143\u7d20\uff08S, Se, Te\uff09\u7ec4\u6210\u7684\u4e09\u539f\u5b50\u5c42\u7ed3\u6784\n - \u5178\u578b\u4ee3\u8868\uff1aMoS2, WS2, MoSe2\n - \u7ed3\u6784\u7279\u5f81\uff1aX\u2013M\u2013X\u5c42\u72b6\u7ed3\u6784\uff0c\u5c42\u5185\u5171\u4ef7\u952e\u5f3a\uff0c\u5c42\u95f4\u8303\u5fb7\u534e\u529b\n - \u5149\u7535\u7279\u6027\uff1a\u76f4\u63a5\u5e26\u9699\uff08\u5355\u5c42\uff09\u6216\u95f4\u63a5\u5e26\u9699\uff08\u591a\u5c42\uff09\uff0c\u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u8fc1\u79fb\u7387\u4e2d\u9ad8\uff0c\u9002\u5408\u5149\u7535\u63a2\u6d4b\u548c\u53d1\u5149\u5668\u4ef6\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u7a7a\u6c14\u7a33\u5b9a\uff0c\u6613\u5408\u6210\n\n3. \u4e8c\u7ef4\u6c27\u5316\u7269\u548c\u6c22\u6c27\u5316\u7269\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u6c27\u6216\u7f9f\u57fa\u7ec4\u6210\n - \u5178\u578b\u4ee3\u8868\uff1aTiO2\u7eb3\u7c73\u7247\u3001\u5c42\u72b6\u53cc\u6c22\u6c27\u5316\u7269\uff08LDHs\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5bcc\u542b\u5b98\u80fd\u56e2\n - \u5149\u7535\u7279\u6027\uff1a\u5bbd\u5e26\u9699\uff0c\u9ad8\u5149\u5438\u6536\u7cfb\u6570\uff0c\u9002\u5408\u7d2b\u5916\u5149\u5e94\u7528\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u9002\u4e2d\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u73af\u5883\u7a33\u5b9a\u6027\u826f\u597d\n\n4. \u4e8c\u7ef4\u5364\u5316\u7269\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u5364\u7d20\u5143\u7d20\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u94ef\u94c5\u5364\u5316\u7269\uff08CsPbX3\uff0cX=Cl, Br, I\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u6676\u4f53\u7ed3\u6784\n - \u5149\u7535\u7279\u6027\uff1a\u5e26\u9699\u53ef\u8c03\uff0c\u5149\u5438\u6536\u5f3a\uff0c\u5149\u81f4\u53d1\u5149\u6548\u7387\u9ad8\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e2d\u7b49\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u8f83\u5dee\uff0c\u9700\u5c01\u88c5\u4fdd\u62a4\uff0c\u6613\u6c27\u5316\u6c34\u89e3\n\n5. \u4e8c\u7ef4\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\n - \u7ec4\u6210\uff1a\u6709\u673a\u5206\u5b50\u4e0e\u65e0\u673a\u5c42\u72b6\u6750\u6599\u4ea4\u66ff\u6392\u5217\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u9499\u949b\u77ff\u3001\u6709\u673a-\u65e0\u673a\u6742\u5316\u5c42\u72b6\u6750\u6599\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u6709\u673a\u5c42\u548c\u65e0\u673a\u5c42\u4ea4\u66ff\uff0c\u8c03\u63a7\u6027\u5f3a\n - \u5149\u7535\u7279\u6027\uff1a\u5e26\u9699\u5bbd\u5ea6\u53ef\u8c03\uff0c\u5149\u5438\u6536\u8303\u56f4\u5bbd\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u53d7\u6709\u673a\u5c42\u5f71\u54cd\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u591a\u4e3a\u4e9a\u7a33\u6001\uff0c\u9700\u7279\u5b9a\u5408\u6210\u6761\u4ef6\u548c\u73af\u5883\u4fdd\u62a4\n\n6. \u4e8c\u7ef4\u78b3\u5316\u7269\u548c\u6c2e\u5316\u7269\uff08MXenes\uff09\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\u6216\u6c2e\u5316\u7269\uff0c\u8868\u9762\u5e26\u6709\u4e30\u5bcc\u5b98\u80fd\u56e2\uff08-OH, -F\u7b49\uff09\n - \u5178\u578b\u4ee3\u8868\uff1aTi3C2Tx\u7b49\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\n - \u5149\u7535\u7279\u6027\uff1a\u9ad8\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u80fd\u7ea7\u548c\u5149\u7535\u6027\u80fd\uff0c\u9002\u5408\u4f20\u611f\u548c\u5149\u50ac\u5316\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u7ecf\u8fc7\u8868\u9762\u949d\u5316\u540e\u7a7a\u6c14\u7a33\u5b9a\n\n---\n\n\u8865\u5145\u7ef4\u5ea6\u5206\u7c7b\uff1a\n\nA. \u5149\u7535\u6027\u80fd\u5bfc\u5411\u5206\u7c7b\uff08\u5173\u952e\u5149\u7535\u5c5e\u6027\uff09\n\n- 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\u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\uff08Mo, W\u7b49\uff09\u4e0e\u786b\u65cf\u5143\u7d20\uff08S, Se, Te\uff09\u7ec4\u6210\u7684\u4e09\u539f\u5b50\u5c42\u7ed3\u6784\n - \u5178\u578b\u4ee3\u8868\uff1aMoS2, WS2, MoSe2\n - \u7ed3\u6784\u7279\u5f81\uff1aX\u2013M\u2013X\u5c42\u72b6\u7ed3\u6784\uff0c\u5c42\u5185\u5171\u4ef7\u952e\u5f3a\uff0c\u5c42\u95f4\u8303\u5fb7\u534e\u529b\n - \u5149\u7535\u7279\u6027\uff1a\u76f4\u63a5\u5e26\u9699\uff08\u5355\u5c42\uff09\u6216\u95f4\u63a5\u5e26\u9699\uff08\u591a\u5c42\uff09\uff0c\u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u8fc1\u79fb\u7387\u4e2d\u9ad8\uff0c\u9002\u5408\u5149\u7535\u63a2\u6d4b\u548c\u53d1\u5149\u5668\u4ef6\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u7a7a\u6c14\u7a33\u5b9a\uff0c\u6613\u5408\u6210\n\n3. \u4e8c\u7ef4\u6c27\u5316\u7269\u548c\u6c22\u6c27\u5316\u7269\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u6c27\u6216\u7f9f\u57fa\u7ec4\u6210\n - 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\u5149\u7535\u7279\u6027\uff1a\u5e26\u9699\u5bbd\u5ea6\u53ef\u8c03\uff0c\u5149\u5438\u6536\u8303\u56f4\u5bbd\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u53d7\u6709\u673a\u5c42\u5f71\u54cd\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u591a\u4e3a\u4e9a\u7a33\u6001\uff0c\u9700\u7279\u5b9a\u5408\u6210\u6761\u4ef6\u548c\u73af\u5883\u4fdd\u62a4\n\n6. \u4e8c\u7ef4\u78b3\u5316\u7269\u548c\u6c2e\u5316\u7269\uff08MXenes\uff09\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\u6216\u6c2e\u5316\u7269\uff0c\u8868\u9762\u5e26\u6709\u4e30\u5bcc\u5b98\u80fd\u56e2\uff08-OH, -F\u7b49\uff09\n - \u5178\u578b\u4ee3\u8868\uff1aTi3C2Tx\u7b49\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\n - \u5149\u7535\u7279\u6027\uff1a\u9ad8\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u80fd\u7ea7\u548c\u5149\u7535\u6027\u80fd\uff0c\u9002\u5408\u4f20\u611f\u548c\u5149\u50ac\u5316\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u7ecf\u8fc7\u8868\u9762\u949d\u5316\u540e\u7a7a\u6c14\u7a33\u5b9a\n\n---\n\n\u8865\u5145\u7ef4\u5ea6\u5206\u7c7b\uff1a\n\nA. \u5149\u7535\u6027\u80fd\u5bfc\u5411\u5206\u7c7b\uff08\u5173\u952e\u5149\u7535\u5c5e\u6027\uff09\n\n- \u76f4\u63a5\u5e26\u9699\u9ad8\u8fc1\u79fb\u7387\u7c7b \n \u4ee3\u8868\u6750\u6599\uff1a\u5355\u5c42TMDCs\uff08MoS2, WS2\uff09 \n \u7279\u5f81\uff1a\u76f4\u63a5\u5e26\u9699\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e2d\u7b49\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u9ad8\uff0c\u9002\u5408\u9ad8\u6548\u5149\u7535\u63a2\u6d4b\u548c\u53d1\u5149\u5668\u4ef6\n\n- \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u5f3a\u675f\u7f1a\u6fc0\u5b50\u7c7b \n \u4ee3\u8868\u6750\u6599\uff1a\u90e8\u5206TMDCs \n \u7279\u5f81\uff1a\u6fc0\u5b50\u7ed3\u5408\u80fd\u9ad8\uff0c\u9700\u754c\u9762\u5de5\u7a0b\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\uff0c\u9002\u5408\u6fc0\u5b50\u5668\u4ef6\u548c\u5149\u4f0f\n\n- \u9ad8\u8fc1\u79fb\u7387\u96f6\u5e26\u9699\u7c7b \n \u4ee3\u8868\u6750\u6599\uff1a\u77f3\u58a8\u70ef \n \u7279\u5f81\uff1a\u96f6\u5e26\u9699\uff0c\u6781\u9ad8\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4f4e\uff0c\u9002\u5408\u9ad8\u901f\u7535\u5b50\u5668\u4ef6\u548c\u900f\u660e\u7535\u6781\n\n- \u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u7c7b \n \u4ee3\u8868\u6750\u6599\uff1aMXenes \n \u7279\u5f81\uff1a\u4e30\u5bcc\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\uff0c\u9002\u5408\u4f20\u611f\u548c\u5149\u50ac\u5316\n\n- \u5bbd\u5e26\u9699\u9ad8\u5438\u6536\u7c7b \n \u4ee3\u8868\u6750\u6599\uff1a\u4e8c\u7ef4\u6c27\u5316\u7269\uff08TiO2\u7eb3\u7c73\u7247\u7b49\uff09 \n 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[], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\uff0c\u5305\u62ec\u5149\u7535\u6027\u8d28\u7684\u57fa\u672c\u6982\u5ff5\u548c\u5206\u7c7b\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u4f5c\u4e3a\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\uff0c\u6db5\u76d6\u57fa\u672c\u6982\u5ff5\u548c\u5206\u7c7b\uff1a\n\n\u4e00\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u57fa\u672c\u6982\u5ff5 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\u6d4b\u91cf\u65b9\u6cd5\uff1a\u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\uff0c\u6d4b\u91cf\u6750\u6599\u5bf9\u4e0d\u540c\u6ce2\u957f\u5149\u7684\u5438\u6536\u7387 \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u6750\u6599\u7684\u5e26\u9699\u7ed3\u6784\u548c\u6fc0\u5b50\u6001\u7279\u5f81\uff0c\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb\u8bf4\u660e\u80fd\u5e26\u7ed3\u6784\u53d8\u5316\n\n2. \u900f\u5c04\u7387\u548c\u53cd\u5c04\u7387 \n- \u6307\u6807\uff1a\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb) \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u5206\u5149\u5149\u5ea6\u8ba1\u6216\u96c6\u6210\u7403\u6d4b\u91cf\u7cfb\u7edf \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u8bc4\u4f30\u5149\u5728\u6750\u6599\u8868\u9762\u7684\u4f20\u8f93\u6548\u7387\u53ca\u754c\u9762\u5149\u5b66\u6027\u8d28\n\n\u4e8c\u3001\u5149\u81f4\u53d1\u5149\uff08PL\uff09 \n1. \u53d1\u5149\u5f3a\u5ea6\u548c\u6ce2\u957f \n- \u6307\u6807\uff1aPL\u5cf0\u4f4d\u7f6e\u3001\u5cf0\u5bbd\uff08FWHM\uff09\u3001\u5f3a\u5ea6 \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\uff0c\u6fc0\u53d1\u7279\u5b9a\u6ce2\u957f\u5149\u6e90\u6fc0\u53d1\u6750\u6599\uff0c\u8bb0\u5f55\u53d1\u5149\u5149\u8c31 \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u3001\u7f3a\u9677\u6001\u53ca\u80fd\u7ea7\u7ed3\u6784\n\n2. PL\u5bff\u547d \n- \u6307\u6807\uff1a\u8f7d\u6d41\u5b50\u5bff\u547d\u03c4_PL \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u6d4b\u91cf\uff0c\u5229\u7528\u8109\u51b2\u6fc0\u5149\u6fc0\u53d1\uff0c\u8bb0\u5f55\u53d1\u5149\u8870\u51cf\u66f2\u7ebf \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u8f7d\u6d41\u5b50\u590d\u5408\u52a8\u529b\u5b66\uff0c\u5bff\u547d\u957f\u8bf4\u660e\u975e\u8f90\u5c04\u590d\u5408\u5c11\uff0c\u6750\u6599\u8d28\u91cf\u9ad8\n\n\u4e09\u3001\u5149\u7535\u5bfc\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94 \n1. \u5149\u7535\u6d41\u5f3a\u5ea6 \n- \u6307\u6807\uff1a\u5149\u7167\u4e0b\u7684\u5149\u7535\u6d41\u589e\u91cf\u0394I\uff0c\u5149\u7535\u6d41\u5bc6\u5ea6J_ph \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u5149\u7535\u5bfc\u6d4b\u91cf\uff0c\u65bd\u52a0\u7535\u538b\uff0c\u6d4b\u91cf\u6697\u6001\u548c\u5149\u7167\u4e0b\u7535\u6d41\u53d8\u5316 \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u6750\u6599\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u4ea7\u751f\u6548\u7387\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u80fd\u529b\n\n2. \u54cd\u5e94\u65f6\u95f4 \n- \u6307\u6807\uff1a\u4e0a\u5347\u65f6\u95f4\u03c4_rise\u3001\u4e0b\u964d\u65f6\u95f4\u03c4_fall \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u8109\u51b2\u5149\u6e90\u6fc0\u53d1\uff0c\u8bb0\u5f55\u5149\u7535\u6d41\u968f\u65f6\u95f4\u7684\u53d8\u5316\u66f2\u7ebf \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u5149\u751f\u8f7d\u6d41\u5b50\u751f\u6210\u548c\u590d\u5408\u901f\u5ea6\uff0c\u5f71\u54cd\u5668\u4ef6\u7684\u5f00\u5173\u901f\u5ea6\n\n\u56db\u3001\u5149\u4f0f\u6548\u5e94 \n1. \u5f00\u8def\u7535\u538b\uff08Voc\uff09 \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u6750\u6599\u5236\u6210\u5149\u4f0f\u5668\u4ef6\uff0c\u6d4b\u91cf\u65e0\u8d1f\u8f7d\u65f6\u7684\u7535\u538b \n2. \u77ed\u8def\u7535\u6d41\uff08Isc\uff09 \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u6d4b\u91cf\u77ed\u8def\u6761\u4ef6\u4e0b\u7684\u7535\u6d41 \n3. \u5149\u7535\u8f6c\u6362\u6548\u7387\uff08PCE\uff09 \n- \u8ba1\u7b97\u65b9\u6cd5\uff1aPCE = (\u6700\u5927\u8f93\u51fa\u529f\u7387/\u5165\u5c04\u5149\u529f\u7387) \u00d7 100% \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u6807\u51c6\u592a\u9633\u6a21\u62df\u5149\u6e90\u4e0b\u6d4b\u8bd5I-V\u66f2\u7ebf \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u8bc4\u4f30\u6750\u6599\u5728\u592a\u9633\u80fd\u7535\u6c60\u4e2d\u7684\u5b9e\u9645\u80fd\u91cf\u8f6c\u6362\u80fd\u529b\n\n\u4e94\u3001\u5149\u70ed\u6548\u5e94 \n- \u6307\u6807\uff1a\u5149\u7167\u5f15\u8d77\u7684\u6e29\u5ea6\u53d8\u5316\u0394T \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u7ea2\u5916\u70ed\u50cf\u4eea\u6216\u5fae\u6d4b\u6e29\u6280\u672f \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u8bc4\u4f30\u5149\u70ed\u8f6c\u6362\u6548\u7387\u53ca\u5bf9\u7535\u5b66\u6027\u80fd\u7684\u5f71\u54cd\n\n\u516d\u3001\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28 \n1. \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\u5f3a\u5ea6 \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u6fc0\u5149\u6fc0\u53d1\u4e0b\u6d4b\u91cfSHG\u4fe1\u53f7\u5f3a\u5ea6\u548c\u89d2\u5ea6\u4f9d\u8d56\u6027 \n2. \u5149\u5b66\u514b\u5c14\u6548\u5e94 \n- \u6d4b\u91cf\u65b9\u6cd5\uff1a\u7535\u5149\u8c03\u5236\u5b9e\u9a8c\uff0c\u6d4b\u91cf\u6298\u5c04\u7387\u53d8\u5316 \n- \u8bc4\u4ef7\u610f\u4e49\uff1a\u53cd\u6620\u6750\u6599\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u80fd\u529b\uff0c\u9002\u5408\u5149\u5b66\u8c03\u5236\u5668\u7b49\u5668\u4ef6\u5e94\u7528\n\n\u603b\u7ed3\uff1a \n- \u4ee5\u4e0a\u6d4b\u91cf\u6307\u6807\u6db5\u76d6\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u54cd\u5e94\u3001\u5149\u4f0f\u6027\u80fd\u3001\u70ed\u6548\u5e94\u53ca\u975e\u7ebf\u6027\u54cd\u5e94\u7b49\u65b9\u9762\u3002 \n- \u8bc4\u4ef7\u65b9\u6cd5\u591a\u91c7\u7528\u5149\u8c31\u6d4b\u91cf\u3001\u7535\u5b66\u6d4b\u8bd5\u53ca\u65f6\u95f4\u5206\u8fa8\u6280\u672f\uff0c\u7ed3\u5408\u6807\u51c6\u5316\u6d4b\u8bd5\u6761\u4ef6\uff08\u5982\u6e29\u5ea6\u3001\u5149\u5f3a\u3001\u6ce2\u957f\uff09\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u6bd4\u6027\u548c\u51c6\u786e\u6027\u3002 \n- \u4e0b\u4e00\u6b65\u53ef\u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u534f\u4f5c\uff0c\u786e\u5b9a\u5177\u4f53\u4eea\u5668\u53c2\u6570\u548c\u6d4b\u91cf\u6d41\u7a0b\uff0c\u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6807\u51c6\u5316\u6d4b\u91cf\u4f53\u7cfb\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u624b\u6bb5\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u6d4b\u91cf\u6280\u672f\u548c\u5b9e\u9a8c\u53c2\u6570\uff0c\u7528\u4e8e\u91cf\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6307\u6807\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u4f5c\u4e3a\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\uff0c\u6211\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5b9a\u4e49\u6846\u67b6\u53ca\u6d4b\u91cf\u6307\u6807\uff0c\u63d0\u51fa\u5177\u4f53\u7684\u5b9e\u9a8c\u6d4b\u91cf\u6280\u672f\u548c\u53c2\u6570\uff0c\u786e\u4fdd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\u7684\u51c6\u786e\u91cf\u5316\u548c\u53ef\u91cd\u590d\u6d4b\u91cf\u3002\n\n---\n\n### \u4e00\u3001\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a\u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\uff0c\u96c6\u6210\u7403\u5149\u8c31\u6d4b\u91cf\u7cfb\u7edf \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u6e90\uff1a\u5bbd\u8c31\u767d\u5149\u6e90\uff08300 nm ~ 2500 nm\uff09 \n- \u5149\u675f\u76f4\u5f84\uff1a\u7ea61 mm\uff0c\u4fdd\u8bc1\u5747\u5300\u7167\u5c04\u6837\u54c1\u533a\u57df \n- \u5149\u8c31\u5206\u8fa8\u7387\uff1a\u22641 nm\uff0c\u786e\u4fdd\u5438\u6536\u5cf0\u548c\u8fb9\u7f18\u7cbe\u786e\u5b9a\u4f4d \n- \u6d4b\u91cf\u73af\u5883\uff1a\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\uff0c\u907f\u514d\u6c27\u5316\u6216\u6c34\u6c7d\u5f71\u54cd \n- \u6807\u51c6\u6837\u54c1\u6821\u51c6\uff1a\u4f7f\u7528\u5df2\u77e5\u5438\u6536\u6807\u51c6\u819c\u6821\u51c6\u4eea\u5668\u54cd\u5e94 \n**\u6570\u636e\u5904\u7406**\uff1a\u8ba1\u7b97\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u91c7\u7528\u900f\u5c04\u7387T(\u03bb)\u548c\u53cd\u5c04\u7387R(\u03bb)\u6570\u636e\uff0c\u7ed3\u5408\u8584\u819c\u539a\u5ea6\u6d4b\u91cf\uff08\u5982AFM\u6216\u692d\u5706\u504f\u632f\u4eea\uff09\u8fdb\u884c\u5b9a\u91cf\u5206\u6790 \n\n---\n\n### \u4e8c\u3001\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u53ca\u5bff\u547d\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- PL\u5149\u8c31\uff1a\u6fc0\u5149\u6fc0\u53d1\u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\uff08\u6fc0\u5149\u6ce2\u957f\u6839\u636e\u6750\u6599\u5e26\u9699\u9009\u62e9\uff0c\u5982532 nm\u3001405 nm\u7b49\uff09 \n- PL\u5bff\u547d\uff1a\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7cfb\u7edf\uff0c\u8109\u51b2\u6fc0\u5149\u6fc0\u53d1\uff08\u8109\u51b2\u5bbd\u5ea6<100 ps\uff09\uff0c\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\uff08\u54cd\u5e94\u65f6\u95f4<50 ps\uff09 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u6fc0\u53d1\u529f\u7387\u5bc6\u5ea6\uff1a\u63a7\u5236\u572810^2 ~ 10^4 W/cm\u00b2\u8303\u56f4\uff0c\u907f\u514d\u6fc0\u5b50\u591a\u4f53\u6548\u5e94\u548c\u6837\u54c1\u635f\u4f24 \n- \u6d4b\u91cf\u6e29\u5ea6\uff1a\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff08\u598277 K\uff09\u6761\u4ef6\uff0c\u5206\u6790\u6fc0\u5b50\u52a8\u529b\u5b66\u6e29\u5ea6\u4f9d\u8d56\u6027 \n- \u4fe1\u566a\u6bd4\u4f18\u5316\uff1a\u591a\u6b21\u7d2f\u79ef\u6d4b\u91cf\uff0c\u786e\u4fddPL\u5cf0\u5f3a\u5ea6\u548c\u5bff\u547d\u6570\u636e\u51c6\u786e \n- \u6837\u54c1\u5236\u5907\uff1a\u5e73\u6574\u5747\u5300\uff0c\u907f\u514d\u8868\u9762\u7c97\u7cd9\u5ea6\u5f15\u8d77\u6563\u5c04\u5f71\u54cd \n\n---\n\n### \u4e09\u3001\u5149\u7535\u5bfc\u53ca\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u5149\u7535\u5bfc\u6d4b\u91cf\uff1a\u4f7f\u7528\u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\uff08\u5982Keithley 4200\uff09\uff0c\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90 \n- \u54cd\u5e94\u65f6\u95f4\u6d4b\u91cf\uff1a\u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u968f\u65f6\u95f4\u53d8\u5316 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u7535\u538b\u8303\u56f4\uff1a0 ~ 10 V\uff0c\u786e\u4fdd\u7ebf\u6027\u54cd\u5e94\u533a\u6d4b\u91cf \n- \u5149\u5f3a\u8c03\u63a7\uff1a0.1 ~ 100 mW/cm\u00b2\uff0c\u8bc4\u4f30\u5149\u7535\u6d41\u4e0e\u5149\u5f3a\u5173\u7cfb \n- \u5149\u6e90\u8c03\u5236\u9891\u7387\uff1a\u76f4\u6d41\u53ca\u8109\u51b2\uff08ns\u7ea7\uff09\u5149\u6e90\uff0c\u6d4b\u91cf\u4e0a\u5347\u548c\u4e0b\u964d\u65f6\u95f4 \n- \u73af\u5883\u63a7\u5236\uff1a\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u907f\u514d\u7a7a\u6c14\u4e2d\u6c34\u5206\u548c\u6c27\u6c14\u5f71\u54cd\u8f7d\u6d41\u5b50\u884c\u4e3a \n\n---\n\n### \u56db\u3001\u5149\u4f0f\u6548\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u5149\u4f0f\u5668\u4ef6\u5236\u5907\uff1a\u4e8c\u7ef4\u6750\u6599\u5236\u6210\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u5668\u4ef6 \n- I-V\u66f2\u7ebf\u6d4b\u91cf\uff1a\u6e90\u8868\u4eea\uff08\u5982Keithley 2400\uff09\u914d\u5408\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u6e90\u6821\u51c6\uff1a\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\u6821\u51c6\u592a\u9633\u6a21\u62df\u5668\u5149\u5f3a \n- \u6d4b\u91cf\u6e29\u5ea6\uff1a\u5ba4\u6e29\u53ca\u53ef\u63a7\u6e29\u5ea6\u73af\u5883\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9Voc\u548cIsc\u7684\u5f71\u54cd \n- \u626b\u63cf\u901f\u7387\uff1a10 mV/s\uff0c\u907f\u514d\u7535\u8377\u79ef\u7d2f\u5f71\u54cd\u6570\u636e \n- \u591a\u6b21\u5faa\u73af\u6d4b\u91cf\uff0c\u786e\u4fdd\u5668\u4ef6\u7a33\u5b9a\u6027\u548c\u6570\u636e\u91cd\u590d\u6027 \n\n---\n\n### \u4e94\u3001\u5149\u70ed\u6548\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a\u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\uff0c\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u7167\u529f\u7387\u5bc6\u5ea6\uff1a1 ~ 100 mW/cm\u00b2\uff0c\u6a21\u62df\u5b9e\u9645\u5e94\u7528\u6761\u4ef6 \n- \u6d4b\u91cf\u65f6\u95f4\uff1a\u6301\u7eed\u5149\u7167\u53ca\u5149\u5173\u65ad\u540e\u7684\u6e29\u5ea6\u53d8\u5316\u66f2\u7ebf \n- \u73af\u5883\u6e29\u5ea6\uff1a\u63a7\u5236\u572825 \u00b1 0.1 \u2103\uff0c\u6392\u9664\u73af\u5883\u6e29\u5ea6\u6ce2\u52a8\u5f71\u54cd \n- \u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\u6d4b\u5b9a\uff0c\u8f85\u52a9\u5206\u6790\u70ed\u6269\u6563\u673a\u5236 \n\n---\n\n### \u516d\u3001\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\uff1a\u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\uff0c\u914d\u5408\u5149\u8c31\u4eea\u548c\u89d2\u5ea6\u65cb\u8f6c\u53f0\u6d4b\u91cfSHG\u5f3a\u5ea6\u548c\u504f\u632f\u4f9d\u8d56 \n- \u5149\u5b66\u514b\u5c14\u6548\u5e94\uff1a\u7535\u5149\u8c03\u5236\u5b9e\u9a8c\uff0c\u5229\u7528\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\uff1a\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24 \n- \u6d4b\u91cf\u89d2\u5ea6\u5206\u8fa8\u7387\uff1a0.1\u00b0\uff0c\u7cbe\u786e\u83b7\u53d6\u89d2\u5ea6\u4f9d\u8d56\u6027 \n- \u73af\u5883\u63a7\u5236\uff1a\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\uff0c\u51cf\u5c11\u7a7a\u6c14\u975e\u7ebf\u6027\u8d21\u732e \n- \u591a\u6b21\u6d4b\u91cf\uff0c\u786e\u4fdd\u6570\u636e\u7a33\u5b9a \n\n---\n\n### \u7ed3\u8bba \n\u4ee5\u4e0a\u5b9e\u9a8c\u6280\u672f\u548c\u53c2\u6570\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7684\u7279\u6027\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u51c6\u786e\u5730\u91cf\u5316\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u8d28\u6307\u6807\u3002\u5efa\u8bae\u5efa\u7acb\u6807\u51c6\u6d4b\u91cf\u6d41\u7a0b\uff0c\u7edf\u4e00\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u548c\u6570\u636e\u5904\u7406\u89c4\u8303\uff0c\u4ee5\u5b9e\u73b0\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6807\u51c6\u5316\u8bc4\u4ef7\u4f53\u7cfb\u3002\n\n\u6211\u5c06\u4e0e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u534f\u4f5c\uff0c\u63a8\u52a8\u5b9e\u9a8c\u65b9\u6848\u7684\u5b9e\u65bd\u548c\u4f18\u5316\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6d4b\u91cf\u6280\u672f\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6d4b\u91cf\u6280\u672f\u65b9\u6848\u6574\u4f53\u975e\u5e38\u5168\u9762\u4e14\u5207\u5408\u4e8c\u7ef4\u6750\u6599\u7684\u7279\u6027\uff0c\u5177\u5907\u8f83\u9ad8\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u3002\u57fa\u4e8e\u6211\u7684\u8bc4\u4f30\uff0c\u5efa\u8bae\u5173\u6ce8\u4ee5\u4e0b\u4e24\u70b9\u4ee5\u8fdb\u4e00\u6b65\u4f18\u5316\uff1a\n\n1. **\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04\u6d4b\u91cf\u4e2d\u8584\u819c\u539a\u5ea6\u7684\u7cbe\u51c6\u6d4b\u91cf**\uff1a\u5efa\u8bae\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548cAFM\u6d4b\u91cf\u7ed3\u679c\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u5c24\u5176\u9488\u5bf9\u8d85\u8584\u5355\u5c42\u6216\u5c11\u5c42\u6837\u54c1\uff0c\u539a\u5ea6\u8bef\u5dee\u5bf9\u5438\u6536\u7cfb\u6570\u8ba1\u7b97\u5f71\u54cd\u8f83\u5927\uff0c\u9700\u786e\u4fdd\u539a\u5ea6\u6d4b\u91cf\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\u3002\n\n2. **\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u7684\u73af\u5883\u63a7\u5236**\uff1a\u5efa\u8bae\u5728\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u57fa\u7840\u4e0a\uff0c\u8003\u8651\u5f15\u5165\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff08\u5982\u4f4e\u6e29\u81f3\u6db2\u6c2e\u6e29\u533a\uff09\uff0c\u4ee5\u7cfb\u7edf\u7814\u7a76\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u5bf9\u6e29\u5ea6\u7684\u4f9d\u8d56\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002\n\n\u603b\u4f53\u65b9\u6848\u79d1\u5b66\u5408\u7406\uff0c\u4ee5\u4e0a\u6539\u8fdb\u53ef\u63d0\u5347\u6d4b\u91cf\u7684\u7cbe\u5ea6\u548c\u6570\u636e\u7684\u5e94\u7528\u6df1\u5ea6\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6d4b\u91cf\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u6d4b\u91cf\u7684\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u6d4b\u91cf\u6280\u672f\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u4e86\u8584\u819c\u539a\u5ea6\u6d4b\u91cf\u7684\u7cbe\u51c6\u5ea6\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u6d4b\u91cf\u7684\u73af\u5883\u63a7\u5236\uff0c\u589e\u5f3a\u4e86\u6d4b\u91cf\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u89e3\u91ca\u529b\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u6280\u672f\u65b9\u6848\n---\n\n### \u4e00\u3001\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a\u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\uff0c\u96c6\u6210\u7403\u5149\u8c31\u6d4b\u91cf\u7cfb\u7edf\uff0c\u692d\u5706\u504f\u632f\u4eea\uff0c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u6e90\uff1a\u5bbd\u8c31\u767d\u5149\u6e90\uff08300 nm ~ 2500 nm\uff09 \n- \u5149\u675f\u76f4\u5f84\uff1a\u7ea61 mm\uff0c\u4fdd\u8bc1\u5747\u5300\u7167\u5c04\u6837\u54c1\u533a\u57df \n- \u5149\u8c31\u5206\u8fa8\u7387\uff1a\u22641 nm\uff0c\u786e\u4fdd\u5438\u6536\u5cf0\u548c\u8fb9\u7f18\u7cbe\u786e\u5b9a\u4f4d \n- \u6d4b\u91cf\u73af\u5883\uff1a\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\uff0c\u907f\u514d\u6c27\u5316\u6216\u6c34\u6c7d\u5f71\u54cd \n- \u8584\u819c\u539a\u5ea6\u6d4b\u91cf\uff1a\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548cAFM\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u539a\u5ea6\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\uff0c\u5c24\u5176\u9488\u5bf9\u5355\u5c42\u6216\u5c11\u5c42\u4e8c\u7ef4\u6750\u6599 \n- \u6807\u51c6\u6837\u54c1\u6821\u51c6\uff1a\u4f7f\u7528\u5df2\u77e5\u5438\u6536\u6807\u51c6\u819c\u6821\u51c6\u4eea\u5668\u54cd\u5e94 \n**\u6570\u636e\u5904\u7406**\uff1a \n- \u5229\u7528\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb)\u6570\u636e\u7ed3\u5408\u7cbe\u786e\u539a\u5ea6\uff0c\u8ba1\u7b97\u5438\u6536\u7cfb\u6570\u03b1(\u03bb) \n- \u91c7\u7528\u591a\u89d2\u5ea6\u692d\u504f\u6570\u636e\u62df\u5408\uff0c\u51cf\u5c11\u539a\u5ea6\u548c\u5149\u5b66\u5e38\u6570\u8026\u5408\u8bef\u5dee\uff0c\u63d0\u5347\u5438\u6536\u7cfb\u6570\u51c6\u786e\u6027 \n\n---\n\n### \u4e8c\u3001\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u53ca\u5bff\u547d\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- PL\u5149\u8c31\uff1a\u6fc0\u5149\u6fc0\u53d1\u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\uff08\u6fc0\u5149\u6ce2\u957f\u6839\u636e\u6750\u6599\u5e26\u9699\u9009\u62e9\uff0c\u5982532 nm\u3001405 nm\u7b49\uff09 \n- PL\u5bff\u547d\uff1a\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7cfb\u7edf\uff0c\u8109\u51b2\u6fc0\u5149\u6fc0\u53d1\uff08\u8109\u51b2\u5bbd\u5ea6<100 ps\uff09\uff0c\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\uff08\u54cd\u5e94\u65f6\u95f4<50 ps\uff09 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u6fc0\u53d1\u529f\u7387\u5bc6\u5ea6\uff1a\u63a7\u5236\u572810^2 ~ 10^4 W/cm\u00b2\u8303\u56f4\uff0c\u907f\u514d\u6fc0\u5b50\u591a\u4f53\u6548\u5e94\u548c\u6837\u54c1\u635f\u4f24 \n- \u6d4b\u91cf\u6e29\u5ea6\uff1a\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff0877 K\uff09\uff0c\u5229\u7528\u4f4e\u6e29\u51b7\u53f0\u6216\u6db2\u6c2e\u51b7\u5374\u88c5\u7f6e\uff0c\u5206\u6790\u6fc0\u5b50\u52a8\u529b\u5b66\u6e29\u5ea6\u4f9d\u8d56\u6027 \n- \u4fe1\u566a\u6bd4\u4f18\u5316\uff1a\u591a\u6b21\u7d2f\u79ef\u6d4b\u91cf\uff0c\u786e\u4fddPL\u5cf0\u5f3a\u5ea6\u548c\u5bff\u547d\u6570\u636e\u51c6\u786e \n- \u6837\u54c1\u5236\u5907\uff1a\u5e73\u6574\u5747\u5300\uff0c\u907f\u514d\u8868\u9762\u7c97\u7cd9\u5ea6\u5f15\u8d77\u6563\u5c04\u5f71\u54cd \n\n---\n\n### \u4e09\u3001\u5149\u7535\u5bfc\u53ca\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u5149\u7535\u5bfc\u6d4b\u91cf\uff1a\u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\uff08\u5982Keithley 4200\uff09\uff0c\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90 \n- \u54cd\u5e94\u65f6\u95f4\u6d4b\u91cf\uff1a\u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u968f\u65f6\u95f4\u53d8\u5316 \n- \u6e29\u5ea6\u63a7\u5236\u6a21\u5757\uff1a\u96c6\u6210\u4f4e\u6e29\uff08\u6db2\u6c2e\u6e29\u533a\uff0c\u7ea677 K\uff09\u81f3\u5ba4\u6e29\u7684\u53ef\u63a7\u6e29\u88c5\u7f6e\uff0c\u914d\u5408\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u5b9e\u73b0\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u91cf \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u7535\u538b\u8303\u56f4\uff1a0 ~ 10 V\uff0c\u786e\u4fdd\u7ebf\u6027\u54cd\u5e94\u533a\u6d4b\u91cf \n- \u5149\u5f3a\u8c03\u63a7\uff1a0.1 ~ 100 mW/cm\u00b2\uff0c\u8bc4\u4f30\u5149\u7535\u6d41\u4e0e\u5149\u5f3a\u5173\u7cfb \n- \u5149\u6e90\u8c03\u5236\u9891\u7387\uff1a\u76f4\u6d41\u53ca\u8109\u51b2\uff08ns\u7ea7\uff09\u5149\u6e90\uff0c\u6d4b\u91cf\u4e0a\u5347\u548c\u4e0b\u964d\u65f6\u95f4 \n- \u73af\u5883\u63a7\u5236\uff1a\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u907f\u514d\u7a7a\u6c14\u4e2d\u6c34\u5206\u548c\u6c27\u6c14\u5f71\u54cd\u8f7d\u6d41\u5b50\u884c\u4e3a \n- \u6e29\u5ea6\u8303\u56f4\uff1a77 K ~ 300 K\uff0c\u7cfb\u7edf\u6d4b\u91cf\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u63d0\u9ad8\u7269\u7406\u89e3\u91ca\u80fd\u529b \n\n---\n\n### \u56db\u3001\u5149\u4f0f\u6548\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u5149\u4f0f\u5668\u4ef6\u5236\u5907\uff1a\u4e8c\u7ef4\u6750\u6599\u5236\u6210\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u5668\u4ef6 \n- I-V\u66f2\u7ebf\u6d4b\u91cf\uff1a\u6e90\u8868\u4eea\uff08\u5982Keithley 2400\uff09\u914d\u5408\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u6e90\u6821\u51c6\uff1a\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\u6821\u51c6\u592a\u9633\u6a21\u62df\u5668\u5149\u5f3a \n- \u6d4b\u91cf\u6e29\u5ea6\uff1a\u5ba4\u6e29\u53ca\u53ef\u63a7\u6e29\u5ea6\u73af\u5883\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9Voc\u548cIsc\u7684\u5f71\u54cd \n- \u626b\u63cf\u901f\u7387\uff1a10 mV/s\uff0c\u907f\u514d\u7535\u8377\u79ef\u7d2f\u5f71\u54cd\u6570\u636e \n- \u591a\u6b21\u5faa\u73af\u6d4b\u91cf\uff0c\u786e\u4fdd\u5668\u4ef6\u7a33\u5b9a\u6027\u548c\u6570\u636e\u91cd\u590d\u6027 \n\n---\n\n### \u4e94\u3001\u5149\u70ed\u6548\u5e94\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a\u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\uff0c\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u5149\u7167\u529f\u7387\u5bc6\u5ea6\uff1a1 ~ 100 mW/cm\u00b2\uff0c\u6a21\u62df\u5b9e\u9645\u5e94\u7528\u6761\u4ef6 \n- \u6d4b\u91cf\u65f6\u95f4\uff1a\u6301\u7eed\u5149\u7167\u53ca\u5149\u5173\u65ad\u540e\u7684\u6e29\u5ea6\u53d8\u5316\u66f2\u7ebf \n- \u73af\u5883\u6e29\u5ea6\uff1a\u63a7\u5236\u572825 \u00b1 0.1 \u2103\uff0c\u6392\u9664\u73af\u5883\u6e29\u5ea6\u6ce2\u52a8\u5f71\u54cd \n- \u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\u6d4b\u5b9a\uff0c\u8f85\u52a9\u5206\u6790\u70ed\u6269\u6563\u673a\u5236 \n\n---\n\n### \u516d\u3001\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28\u6d4b\u91cf \n**\u6280\u672f\u624b\u6bb5**\uff1a \n- \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\uff1a\u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\uff0c\u914d\u5408\u5149\u8c31\u4eea\u548c\u89d2\u5ea6\u65cb\u8f6c\u53f0\u6d4b\u91cfSHG\u5f3a\u5ea6\u548c\u504f\u632f\u4f9d\u8d56 \n- \u5149\u5b66\u514b\u5c14\u6548\u5e94\uff1a\u7535\u5149\u8c03\u5236\u5b9e\u9a8c\uff0c\u5229\u7528\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316 \n**\u5b9e\u9a8c\u53c2\u6570**\uff1a \n- \u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\uff1a\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24 \n- \u6d4b\u91cf\u89d2\u5ea6\u5206\u8fa8\u7387\uff1a0.1\u00b0\uff0c\u7cbe\u786e\u83b7\u53d6\u89d2\u5ea6\u4f9d\u8d56\u6027 \n- \u73af\u5883\u63a7\u5236\uff1a\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\uff0c\u51cf\u5c11\u7a7a\u6c14\u975e\u7ebf\u6027\u8d21\u732e \n- \u591a\u6b21\u6d4b\u91cf\uff0c\u786e\u4fdd\u6570\u636e\u7a33\u5b9a \n\n---\n\n### \u7ed3\u8bba \n\u901a\u8fc7\u5f15\u5165\u692d\u5706\u504f\u632f\u4eea\u548cAFM\u4ea4\u53c9\u9a8c\u8bc1\u8584\u819c\u539a\u5ea6\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5149\u5b66\u5438\u6536\u6d4b\u91cf\u4e2d\u5438\u6536\u7cfb\u6570\u7684\u51c6\u786e\u6027\u3002\u5f15\u5165\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff08\u4f4e\u6e29\u81f3\u6db2\u6c2e\u6e29\u533a\uff09\u548c\u4e25\u683c\u73af\u5883\u63a7\u5236\uff0c\u5b9e\u73b0\u4e86\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u7cfb\u7edf\u7814\u7a76\uff0c\u589e\u5f3a\u4e86\u6570\u636e\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u610f\u4e49\u3002\u6574\u4f53\u65b9\u6848\u79d1\u5b66\u5408\u7406\uff0c\u5177\u5907\u9ad8\u7cbe\u5ea6\u548c\u9ad8\u91cd\u590d\u6027\uff0c\u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u7684\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u53ca\u6570\u636e\u5904\u7406\u6807\u51c6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6807\u51c6\u5316\u6d4b\u91cf\u4f53\u7cfb\u3002\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7d27\u5bc6\u534f\u4f5c\uff0c\u63a8\u52a8\u5b9e\u9a8c\u65b9\u6848\u7684\u5b9e\u65bd\u548c\u8fdb\u4e00\u6b65\u4f18\u5316\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u5ba1\u67e5\u6539\u8fdb\u540e\u7684\u6d4b\u91cf\u65b9\u6848\u4e0e\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u548c\u6307\u6807\u7684\u4e00\u81f4\u6027\uff0c\u786e\u4fdd\u65b9\u6848\u79d1\u5b66\u5408\u7406\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u6539\u8fdb\u540e\u7684\u6d4b\u91cf\u65b9\u6848\u4e0e\u4e4b\u524d\u63d0\u51fa\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u548c\u5173\u952e\u6307\u6807\u9ad8\u5ea6\u4e00\u81f4\uff0c\u4e14\u65b9\u6848\u79d1\u5b66\u5408\u7406\uff0c\u5177\u4f53\u4f53\u73b0\u5728\uff1a\n\n1. **\u539a\u5ea6\u6d4b\u91cf\u7684\u7cbe\u51c6\u63d0\u5347**\uff1a\u5f15\u5165\u692d\u5706\u504f\u632f\u4eea\u4e0eAFM\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u7eb3\u7c73\u7ea7\u539a\u5ea6\u7cbe\u5ea6\uff0c\u76f4\u63a5\u63d0\u5347\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u7684\u51c6\u786e\u6027\uff0c\u7b26\u5408\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04\u6307\u6807\u7684\u9700\u6c42\u3002\n\n2. **\u73af\u5883\u4e0e\u6e29\u5ea6\u63a7\u5236\u5b8c\u5584**\uff1a\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u6d4b\u91cf\u52a0\u5165\u4f4e\u6e29\u81f3\u6db2\u6c2e\u6e29\u533a\u7684\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff0c\u7ed3\u5408\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6e29\u5ea6\u4f9d\u8d56\u6027\u7814\u7a76\uff0c\u589e\u5f3a\u4e86\u6570\u636e\u7684\u7269\u7406\u89e3\u91ca\u529b\uff0c\u4e0e\u5149\u7535\u5bfc\u53ca\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94\u6307\u6807\u5b8c\u5168\u5339\u914d\u3002\n\n\u603b\u4f53\u65b9\u6848\u4e25\u8c28\u4e14\u5177\u5907\u9ad8\u91cd\u590d\u6027\uff0c\u5efa\u8bae\u5c3d\u5feb\u5efa\u7acb\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u4f53\u7cfb\u7684\u89c4\u8303\u5316\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5ba1\u67e5\u610f\u89c1\uff0c\u5b8c\u5584\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u4f53\u7cfb\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5ba1\u67e5\u610f\u89c1\u4ee5\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u4f53\u7cfb\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u539a\u5ea6\u6d4b\u91cf\u7684\u7cbe\u5ea6\u548c\u73af\u5883\u6e29\u5ea6\u63a7\u5236\u7684\u7cfb\u7edf\u6027\uff0c\u4f7f\u4f53\u7cfb\u66f4\u52a0\u79d1\u5b66\u4e25\u8c28\u4e14\u5177\u5907\u9ad8\u5ea6\u53ef\u91cd\u590d\u6027\u3002\u4ee5\u4e0b\u662f\u5b8c\u5584\u540e\u7684\u5b8c\u6574\u4f53\u7cfb\u5185\u5bb9\u3002\n\n## Improved version of \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u4f53\u7cfb\n\n---\n\n### \u4e00\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\n\n\u5149\u7535\u6027\u8d28\u6307\u4e8c\u7ef4\u6750\u6599\u5728\u5149\u7167\u6761\u4ef6\u4e0b\u8868\u73b0\u51fa\u7684\u7535\u5b66\u4e0e\u5149\u5b66\u884c\u4e3a\uff0c\u6db5\u76d6\u5149\u7684\u5438\u6536\u3001\u53d1\u5c04\u3001\u8f6c\u6362\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7b49\u8fc7\u7a0b\uff0c\u4f53\u73b0\u4e86\u4e8c\u7ef4\u9650\u57df\u7ed3\u6784\u4e2d\u5149\u5b50\u4e0e\u7535\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\u7279\u5f81\uff0c\u662f\u8bc4\u4f30\u6750\u6599\u5149\u7535\u5b50\u529f\u80fd\u548c\u5e94\u7528\u6f5c\u529b\u7684\u6838\u5fc3\u6307\u6807\u3002\n\n---\n\n### \u4e8c\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u4e3b\u8981\u5206\u7c7b\u53ca\u5173\u952e\u6d4b\u91cf\u6307\u6807\n\n1. **\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04** \n - **\u6307\u6807**\uff1a\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u3001\u5438\u6536\u8fb9\u4f4d\u7f6e\uff08\u5e26\u9699\u80fd\u91cf\uff09\u3001\u6fc0\u5b50\u5438\u6536\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6\uff1b\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb) \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u4f7f\u7528\u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\u53ca\u96c6\u6210\u7403\u6d4b\u91cf\u7cfb\u7edf\uff0c\u6d4b\u91cf\u900f\u5c04\u7387\u548c\u53cd\u5c04\u7387\u3002 \n - \u8584\u819c\u539a\u5ea6\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u539a\u5ea6\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\uff0c\u63d0\u5347\u5438\u6536\u7cfb\u6570\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6750\u6599\u5e26\u9699\u7ed3\u6784\u3001\u6fc0\u5b50\u6001\u7279\u5f81\u53ca\u754c\u9762\u5149\u5b66\u6027\u8d28\uff0c\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb\u6307\u793a\u80fd\u5e26\u7ed3\u6784\u53d8\u5316\u3002\n\n2. **\u5149\u81f4\u53d1\u5149\uff08PL\uff09** \n - **\u6307\u6807**\uff1aPL\u5cf0\u4f4d\u7f6e\u3001\u5cf0\u5bbd\uff08FWHM\uff09\u3001\u53d1\u5149\u5f3a\u5ea6\uff1b\u8f7d\u6d41\u5b50\u5bff\u547d\u03c4_PL \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\u6d4b\u91cf\u53d1\u5149\u5149\u8c31\uff0c\u6fc0\u53d1\u6ce2\u957f\u4f9d\u636e\u6750\u6599\u5e26\u9699\u9009\u62e9\uff08\u5982532 nm\u3001405 nm\u7b49\uff09\u3002 \n - \u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7cfb\u7edf\uff0c\u91c7\u7528\u8109\u51b2\u6fc0\u5149\uff08\u8109\u51b2\u5bbd\u5ea6<100 ps\uff09\u548c\u9ad8\u901f\u63a2\u6d4b\u5668\uff08\u54cd\u5e94\u65f6\u95f4<50 ps\uff09\u6d4b\u91cfPL\u5bff\u547d\u3002 \n - \u6d4b\u91cf\u73af\u5883\u5305\u62ec\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff0877 K\uff0c\u5229\u7528\u4f4e\u6e29\u51b7\u53f0\u6216\u6db2\u6c2e\u51b7\u5374\u88c5\u7f6e\uff09\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u3001\u7f3a\u9677\u6001\u53ca\u8f7d\u6d41\u5b50\u975e\u8f90\u5c04\u590d\u5408\u7387\uff0c\u5bff\u547d\u957f\u8bf4\u660e\u6750\u6599\u8d28\u91cf\u4f18\u826f\u3002\n\n3. **\u5149\u7535\u5bfc\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7535\u6d41\u589e\u91cf\u0394I\u3001\u5149\u7535\u6d41\u5bc6\u5ea6J_ph\uff1b\u54cd\u5e94\u65f6\u95f4\uff08\u4e0a\u5347\u65f6\u95f4\u03c4_rise\u548c\u4e0b\u964d\u65f6\u95f4\u03c4_fall\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90\u6d4b\u91cf\u5149\u7535\u6d41\u3002 \n - \u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u65f6\u95f4\u54cd\u5e94\u3002 \n - \u73af\u5883\u63a7\u5236\u5305\u62ec\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u4e14\u914d\u5907\u6e29\u5ea6\u63a7\u5236\u6a21\u5757\uff0c\u5b9e\u73b077 K\u81f3\u5ba4\u6e29\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u91cf\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3001\u8fc1\u79fb\u80fd\u529b\u53ca\u590d\u5408\u52a8\u529b\u5b66\uff0c\u6e29\u5ea6\u4f9d\u8d56\u7814\u7a76\u589e\u5f3a\u7269\u7406\u89e3\u91ca\u529b\u3002\n\n4. **\u5149\u4f0f\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5f00\u8def\u7535\u538bVoc\u3001\u77ed\u8def\u7535\u6d41Isc\u3001\u5149\u7535\u8f6c\u6362\u6548\u7387PCE \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5236\u5907\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u4f0f\u5668\u4ef6\u3002 \n - \u5229\u7528\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09\u53ca\u6e90\u8868\u4eea\u6d4b\u91cfI-V\u66f2\u7ebf\u3002 \n - \u5149\u6e90\u6821\u51c6\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\uff0c\u6d4b\u91cf\u6e29\u5ea6\u53ef\u63a7\uff0c\u626b\u63cf\u901f\u7387\u7ea610 mV/s\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u6750\u6599\u592a\u9633\u80fd\u7535\u6c60\u4e2d\u7684\u5b9e\u9645\u80fd\u91cf\u8f6c\u6362\u80fd\u529b\u53ca\u5668\u4ef6\u7a33\u5b9a\u6027\u3002\n\n5. **\u5149\u70ed\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7167\u5f15\u8d77\u7684\u6e29\u5ea6\u53d8\u5316\u0394T \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\u3001\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668\u6d4b\u91cf\u6e29\u5ea6\u53d8\u5316\u3002 \n - \u5149\u7167\u529f\u7387\u5bc6\u5ea6\u8303\u56f41 ~ 100 mW/cm\u00b2\uff0c\u73af\u5883\u6e29\u5ea6\u4e25\u683c\u63a7\u5236\uff0825 \u00b1 0.1 \u2103\uff09\u3002 \n - \u8f85\u52a9\u6d4b\u91cf\u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\uff0c\u5206\u6790\u70ed\u6269\u6563\u673a\u5236\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u70ed\u8f6c\u6362\u6548\u7387\u53ca\u5176\u5bf9\u7535\u5b66\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n6. **\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28** \n - **\u6307\u6807**\uff1a\u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\u5f3a\u5ea6\u53ca\u89d2\u5ea6\u3001\u504f\u632f\u4f9d\u8d56\uff1b\u5149\u5b66\u514b\u5c14\u6548\u5e94\uff08\u6298\u5c04\u7387\u53d8\u5316\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\u6fc0\u53d1\u4e0b\u6d4b\u91cfSHG\u4fe1\u53f7\uff0c\u914d\u5408\u89d2\u5ea6\u65cb\u8f6c\u53f0\u548c\u5149\u8c31\u4eea\u3002 \n - \u7535\u5149\u8c03\u5236\u5b9e\u9a8c\u7ed3\u5408\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316\u3002 \n - \u6d4b\u91cf\u5728\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\u4e0b\u8fdb\u884c\uff0c\u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u4f53\u73b0\u6750\u6599\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u5149\u5b66\u8c03\u5236\u5668\u7b49\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae\n\n- \u672c\u4f53\u7cfb\u6db5\u76d6\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u54cd\u5e94\u3001\u5149\u4f0f\u6027\u80fd\u3001\u5149\u70ed\u6548\u5e94\u53ca\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u7b49\u5173\u952e\u65b9\u9762\u3002 \n- \u901a\u8fc7\u5f15\u5165\u692d\u5706\u504f\u632f\u4eea\u4e0eAFM\u4ea4\u53c9\u9a8c\u8bc1\u8584\u819c\u539a\u5ea6\uff0c\u663e\u8457\u63d0\u5347\u5438\u6536\u7cfb\u6570\u7684\u91cf\u5316\u7cbe\u5ea6\u3002 \n- \u73af\u5883\u63a7\u5236\u5347\u7ea7\u4e3a\u771f\u7a7a/\u60f0\u6027\u6c14\u6c1b\u7ed3\u5408\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff0877 K\u81f3\u5ba4\u6e29\uff09\uff0c\u589e\u5f3a\u4e86\u5149\u751f\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002 \n- \u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u7684\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u53ca\u6570\u636e\u5904\u7406\u6807\u51c6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u4f53\u7cfb\u7684\u6807\u51c6\u5316\u548c\u89c4\u8303\u5316\u3002 \n- \u8be5\u4f53\u7cfb\u5177\u5907\u9ad8\u5ea6\u7684\u79d1\u5b66\u4e25\u8c28\u6027\u548c\u53ef\u91cd\u590d\u6027\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u548c\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u7684\u6280\u672f\u652f\u6491\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u5bc6\u5207\u5408\u4f5c\uff0c\u63a8\u52a8\u8be5\u4f53\u7cfb\u7684\u5b9e\u65bd\u4e0e\u5b8c\u5584\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7814\u7a76\u7684\u6df1\u5165\u53d1\u5c55\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u7684\u6700\u7ec8\u7248\u672c\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u8f93\u51fa\u6210\u679c\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action7" + ], + "Action_Result": "\u7ecf\u8fc7\u5404\u4f4d\u4e13\u5bb6\u7684\u6df1\u5165\u8ba8\u8bba\u4e0e\u591a\u8f6e\u4f18\u5316\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9a\u4e49\u6846\u67b6\u3001\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5173\u952e\u6d4b\u91cf\u6307\u6807\u53ca\u8bc4\u4ef7\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u9488\u5bf9\u5177\u4f53\u5b9e\u9a8c\u6280\u672f\u548c\u53c2\u6570\u7684\u7ec6\u5316\u548c\u5b8c\u5584\uff0c\u73b0\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u7684\u6700\u7ec8\u7248\u672c\u3002\u8be5\u4f53\u7cfb\u79d1\u5b66\u4e25\u8c28\uff0c\u6db5\u76d6\u5168\u9762\uff0c\u517c\u987e\u7406\u8bba\u4e0e\u5b9e\u9a8c\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u8584\u819c\u539a\u5ea6\u7684\u7cbe\u51c6\u6d4b\u91cf\u548c\u73af\u5883\u6e29\u5ea6\u7684\u7cfb\u7edf\u63a7\u5236\uff0c\u786e\u4fdd\u6d4b\u91cf\u6570\u636e\u7684\u9ad8\u7cbe\u5ea6\u548c\u9ad8\u5ea6\u53ef\u91cd\u590d\u6027\uff0c\u5177\u5907\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6807\u51c6\u5316\u8bc4\u4ef7\u4f53\u7cfb\u5efa\u8bbe\u7684\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u6210\u679c\u5185\u5bb9\uff1a\n\n```\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\n\n---\n\n### \u4e00\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\n\n\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6750\u6599\u5728\u5149\u7167\u6761\u4ef6\u4e0b\u8868\u73b0\u51fa\u7684\u7535\u5b66\u4e0e\u5149\u5b66\u884c\u4e3a\uff0c\u6db5\u76d6\u5149\u7684\u5438\u6536\u3001\u53d1\u5c04\u3001\u8f6c\u6362\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7b49\u8fc7\u7a0b\uff0c\u53cd\u6620\u4e8c\u7ef4\u9650\u57df\u7ed3\u6784\u4e2d\u5149\u5b50\u4e0e\u7535\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\u7279\u5f81\uff0c\u662f\u8bc4\u4f30\u6750\u6599\u5149\u7535\u5b50\u529f\u80fd\u548c\u5e94\u7528\u6f5c\u529b\u7684\u6838\u5fc3\u6307\u6807\u3002\n\n---\n\n### \u4e8c\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u4e3b\u8981\u5206\u7c7b\u53ca\u5173\u952e\u6d4b\u91cf\u6307\u6807\n\n1. **\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04** \n - **\u6307\u6807**\uff1a\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u3001\u5438\u6536\u8fb9\u4f4d\u7f6e\uff08\u5e26\u9699\u80fd\u91cf\uff09\u3001\u6fc0\u5b50\u5438\u6536\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6\uff1b\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb) \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\u53ca\u96c6\u6210\u7403\u6d4b\u91cf\u7cfb\u7edf\u6d4b\u91cf\u900f\u5c04\u7387\u548c\u53cd\u5c04\u7387\u3002 \n - \u8584\u819c\u539a\u5ea6\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u539a\u5ea6\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\uff0c\u63d0\u5347\u5438\u6536\u7cfb\u6570\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6750\u6599\u5e26\u9699\u7ed3\u6784\u3001\u6fc0\u5b50\u6001\u7279\u5f81\u53ca\u754c\u9762\u5149\u5b66\u6027\u8d28\uff0c\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb\u6307\u793a\u80fd\u5e26\u7ed3\u6784\u53d8\u5316\u3002\n\n2. **\u5149\u81f4\u53d1\u5149\uff08PL\uff09** \n - **\u6307\u6807**\uff1aPL\u5cf0\u4f4d\u7f6e\u3001\u5cf0\u5bbd\uff08FWHM\uff09\u3001\u53d1\u5149\u5f3a\u5ea6\uff1b\u8f7d\u6d41\u5b50\u5bff\u547d\u03c4_PL \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\u6d4b\u91cf\u53d1\u5149\u5149\u8c31\uff0c\u6fc0\u53d1\u6ce2\u957f\u4f9d\u636e\u6750\u6599\u5e26\u9699\u9009\u62e9\uff08\u5982532 nm\u3001405 nm\u7b49\uff09\u3002 \n - \u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7cfb\u7edf\uff0c\u91c7\u7528\u8109\u51b2\u6fc0\u5149\uff08\u8109\u51b2\u5bbd\u5ea6<100 ps\uff09\u548c\u9ad8\u901f\u63a2\u6d4b\u5668\uff08\u54cd\u5e94\u65f6\u95f4<50 ps\uff09\u6d4b\u91cfPL\u5bff\u547d\u3002 \n - \u6d4b\u91cf\u73af\u5883\u5305\u62ec\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff0877 K\uff0c\u5229\u7528\u4f4e\u6e29\u51b7\u53f0\u6216\u6db2\u6c2e\u51b7\u5374\u88c5\u7f6e\uff09\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u3001\u7f3a\u9677\u6001\u53ca\u8f7d\u6d41\u5b50\u975e\u8f90\u5c04\u590d\u5408\u7387\uff0c\u5bff\u547d\u957f\u8bf4\u660e\u6750\u6599\u8d28\u91cf\u4f18\u826f\u3002\n\n3. **\u5149\u7535\u5bfc\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7535\u6d41\u589e\u91cf\u0394I\u3001\u5149\u7535\u6d41\u5bc6\u5ea6J_ph\uff1b\u54cd\u5e94\u65f6\u95f4\uff08\u4e0a\u5347\u65f6\u95f4\u03c4_rise\u548c\u4e0b\u964d\u65f6\u95f4\u03c4_fall\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90\u6d4b\u91cf\u5149\u7535\u6d41\u3002 \n - \u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u65f6\u95f4\u54cd\u5e94\u3002 \n - \u73af\u5883\u63a7\u5236\u5305\u62ec\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u4e14\u914d\u5907\u6e29\u5ea6\u63a7\u5236\u6a21\u5757\uff0c\u5b9e\u73b077 K\u81f3\u5ba4\u6e29\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u91cf\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3001\u8fc1\u79fb\u80fd\u529b\u53ca\u590d\u5408\u52a8\u529b\u5b66\uff0c\u6e29\u5ea6\u4f9d\u8d56\u7814\u7a76\u589e\u5f3a\u7269\u7406\u89e3\u91ca\u529b\u3002\n\n4. **\u5149\u4f0f\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5f00\u8def\u7535\u538bVoc\u3001\u77ed\u8def\u7535\u6d41Isc\u3001\u5149\u7535\u8f6c\u6362\u6548\u7387PCE \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5236\u5907\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u4f0f\u5668\u4ef6\u3002 \n - \u5229\u7528\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09\u53ca\u6e90\u8868\u4eea\u6d4b\u91cfI-V\u66f2\u7ebf\u3002 \n - \u5149\u6e90\u6821\u51c6\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\uff0c\u6d4b\u91cf\u6e29\u5ea6\u53ef\u63a7\uff0c\u626b\u63cf\u901f\u7387\u7ea610 mV/s\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u6750\u6599\u592a\u9633\u80fd\u7535\u6c60\u4e2d\u7684\u5b9e\u9645\u80fd\u91cf\u8f6c\u6362\u80fd\u529b\u53ca\u5668\u4ef6\u7a33\u5b9a\u6027\u3002\n\n5. **\u5149\u70ed\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7167\u5f15\u8d77\u7684\u6e29\u5ea6\u53d8\u5316\u0394T \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\u3001\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668\u6d4b\u91cf\u6e29\u5ea6\u53d8\u5316\u3002 \n - \u5149\u7167\u529f\u7387\u5bc6\u5ea6\u8303\u56f41 ~ 100 mW/cm\u00b2\uff0c\u73af\u5883\u6e29\u5ea6\u4e25\u683c\u63a7\u5236\uff0825 \u00b1 0.1 \u2103\uff09\u3002 \n - \u8f85\u52a9\u6d4b\u91cf\u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\uff0c\u5206\u6790\u70ed\u6269\u6563\u673a\u5236\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u70ed\u8f6c\u6362\u6548\u7387\u53ca\u5176\u5bf9\u7535\u5b66\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n6. **\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28** \n - **\u6307\u6807**\uff1a\u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\u5f3a\u5ea6\u53ca\u89d2\u5ea6\u3001\u504f\u632f\u4f9d\u8d56\uff1b\u5149\u5b66\u514b\u5c14\u6548\u5e94\uff08\u6298\u5c04\u7387\u53d8\u5316\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\u6fc0\u53d1\u4e0b\u6d4b\u91cfSHG\u4fe1\u53f7\uff0c\u914d\u5408\u89d2\u5ea6\u65cb\u8f6c\u53f0\u548c\u5149\u8c31\u4eea\u3002 \n - \u7535\u5149\u8c03\u5236\u5b9e\u9a8c\u7ed3\u5408\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316\u3002 \n - \u6d4b\u91cf\u5728\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\u4e0b\u8fdb\u884c\uff0c\u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u4f53\u73b0\u6750\u6599\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u5149\u5b66\u8c03\u5236\u5668\u7b49\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae\n\n- \u672c\u4f53\u7cfb\u6db5\u76d6\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u54cd\u5e94\u3001\u5149\u4f0f\u6027\u80fd\u3001\u5149\u70ed\u6548\u5e94\u53ca\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u7b49\u5173\u952e\u65b9\u9762\u3002 \n- \u901a\u8fc7\u692d\u5706\u504f\u632f\u4eea\u4e0eAFM\u4ea4\u53c9\u9a8c\u8bc1\u8584\u819c\u539a\u5ea6\uff0c\u663e\u8457\u63d0\u5347\u5438\u6536\u7cfb\u6570\u7684\u91cf\u5316\u7cbe\u5ea6\u3002 \n- \u73af\u5883\u63a7\u5236\u5347\u7ea7\u4e3a\u771f\u7a7a/\u60f0\u6027\u6c14\u6c1b\u7ed3\u5408\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff0877 K\u81f3\u5ba4\u6e29\uff09\uff0c\u589e\u5f3a\u5149\u751f\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002 \n- \u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u53ca\u6570\u636e\u5904\u7406\u6807\u51c6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u4f53\u7cfb\u7684\u6807\u51c6\u5316\u548c\u89c4\u8303\u5316\u3002 \n- \u8be5\u4f53\u7cfb\u79d1\u5b66\u4e25\u8c28\u3001\u53ef\u91cd\u590d\u6027\u9ad8\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u548c\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u6280\u672f\u652f\u6491\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7d27\u5bc6\u5408\u4f5c\uff0c\u63a8\u52a8\u8be5\u4f53\u7cfb\u7684\u5b9e\u65bd\u4e0e\u5b8c\u5584\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7814\u7a76\u7684\u6df1\u5165\u53d1\u5c55\u3002\n\n```\n\n\u4ee5\u4e0a\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5b9a\u4e49\u53ca\u6d4b\u91cf\u6307\u6807\u7684\u6700\u7ec8\u7248\u672c\uff0c\u671b\u5bf9\u76f8\u5173\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u660e\u786e\u6307\u5bfc\u548c\u6280\u672f\u4fdd\u969c\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807", + "content": "---\n\n### \u4e00\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5b9a\u4e49\u6846\u67b6\n\n\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6750\u6599\u5728\u5149\u7167\u6761\u4ef6\u4e0b\u8868\u73b0\u51fa\u7684\u7535\u5b66\u4e0e\u5149\u5b66\u884c\u4e3a\uff0c\u6db5\u76d6\u5149\u7684\u5438\u6536\u3001\u53d1\u5c04\u3001\u8f6c\u6362\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7b49\u8fc7\u7a0b\uff0c\u53cd\u6620\u4e8c\u7ef4\u9650\u57df\u7ed3\u6784\u4e2d\u5149\u5b50\u4e0e\u7535\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\u7279\u5f81\uff0c\u662f\u8bc4\u4f30\u6750\u6599\u5149\u7535\u5b50\u529f\u80fd\u548c\u5e94\u7528\u6f5c\u529b\u7684\u6838\u5fc3\u6307\u6807\u3002\n\n---\n\n### \u4e8c\u3001\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u4e3b\u8981\u5206\u7c7b\u53ca\u5173\u952e\u6d4b\u91cf\u6307\u6807\n\n1. **\u5149\u5b66\u5438\u6536\u4e0e\u900f\u5c04** \n - **\u6307\u6807**\uff1a\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u3001\u5438\u6536\u8fb9\u4f4d\u7f6e\uff08\u5e26\u9699\u80fd\u91cf\uff09\u3001\u6fc0\u5b50\u5438\u6536\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6\uff1b\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb) \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\u53ca\u96c6\u6210\u7403\u6d4b\u91cf\u7cfb\u7edf\u6d4b\u91cf\u900f\u5c04\u7387\u548c\u53cd\u5c04\u7387\u3002 \n - \u8584\u819c\u539a\u5ea6\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u539a\u5ea6\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\uff0c\u63d0\u5347\u5438\u6536\u7cfb\u6570\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6750\u6599\u5e26\u9699\u7ed3\u6784\u3001\u6fc0\u5b50\u6001\u7279\u5f81\u53ca\u754c\u9762\u5149\u5b66\u6027\u8d28\uff0c\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb\u6307\u793a\u80fd\u5e26\u7ed3\u6784\u53d8\u5316\u3002\n\n2. **\u5149\u81f4\u53d1\u5149\uff08PL\uff09** \n - **\u6307\u6807**\uff1aPL\u5cf0\u4f4d\u7f6e\u3001\u5cf0\u5bbd\uff08FWHM\uff09\u3001\u53d1\u5149\u5f3a\u5ea6\uff1b\u8f7d\u6d41\u5b50\u5bff\u547d\u03c4_PL \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5149\u81f4\u53d1\u5149\u5149\u8c31\u4eea\u6d4b\u91cf\u53d1\u5149\u5149\u8c31\uff0c\u6fc0\u53d1\u6ce2\u957f\u4f9d\u636e\u6750\u6599\u5e26\u9699\u9009\u62e9\uff08\u5982532 nm\u3001405 nm\u7b49\uff09\u3002 \n - \u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7cfb\u7edf\uff0c\u91c7\u7528\u8109\u51b2\u6fc0\u5149\uff08\u8109\u51b2\u5bbd\u5ea6<100 ps\uff09\u548c\u9ad8\u901f\u63a2\u6d4b\u5668\uff08\u54cd\u5e94\u65f6\u95f4<50 ps\uff09\u6d4b\u91cfPL\u5bff\u547d\u3002 \n - \u6d4b\u91cf\u73af\u5883\u5305\u62ec\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff0877 K\uff0c\u5229\u7528\u4f4e\u6e29\u51b7\u53f0\u6216\u6db2\u6c2e\u51b7\u5374\u88c5\u7f6e\uff09\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u3001\u7f3a\u9677\u6001\u53ca\u8f7d\u6d41\u5b50\u975e\u8f90\u5c04\u590d\u5408\u7387\uff0c\u5bff\u547d\u957f\u8bf4\u660e\u6750\u6599\u8d28\u91cf\u4f18\u826f\u3002\n\n3. **\u5149\u7535\u5bfc\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7535\u6d41\u589e\u91cf\u0394I\u3001\u5149\u7535\u6d41\u5bc6\u5ea6J_ph\uff1b\u54cd\u5e94\u65f6\u95f4\uff08\u4e0a\u5347\u65f6\u95f4\u03c4_rise\u548c\u4e0b\u964d\u65f6\u95f4\u03c4_fall\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90\u6d4b\u91cf\u5149\u7535\u6d41\u3002 \n - \u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u65f6\u95f4\u54cd\u5e94\u3002 \n - \u73af\u5883\u63a7\u5236\u5305\u62ec\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u4e14\u914d\u5907\u6e29\u5ea6\u63a7\u5236\u6a21\u5757\uff0c\u5b9e\u73b077 K\u81f3\u5ba4\u6e29\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u91cf\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3001\u8fc1\u79fb\u80fd\u529b\u53ca\u590d\u5408\u52a8\u529b\u5b66\uff0c\u6e29\u5ea6\u4f9d\u8d56\u7814\u7a76\u589e\u5f3a\u7269\u7406\u89e3\u91ca\u529b\u3002\n\n4. **\u5149\u4f0f\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5f00\u8def\u7535\u538bVoc\u3001\u77ed\u8def\u7535\u6d41Isc\u3001\u5149\u7535\u8f6c\u6362\u6548\u7387PCE \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5236\u5907\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u4f0f\u5668\u4ef6\u3002 \n - \u5229\u7528\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09\u53ca\u6e90\u8868\u4eea\u6d4b\u91cfI-V\u66f2\u7ebf\u3002 \n - \u5149\u6e90\u6821\u51c6\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\uff0c\u6d4b\u91cf\u6e29\u5ea6\u53ef\u63a7\uff0c\u626b\u63cf\u901f\u7387\u7ea610 mV/s\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u6750\u6599\u592a\u9633\u80fd\u7535\u6c60\u4e2d\u7684\u5b9e\u9645\u80fd\u91cf\u8f6c\u6362\u80fd\u529b\u53ca\u5668\u4ef6\u7a33\u5b9a\u6027\u3002\n\n5. **\u5149\u70ed\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7167\u5f15\u8d77\u7684\u6e29\u5ea6\u53d8\u5316\u0394T \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\u3001\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668\u6d4b\u91cf\u6e29\u5ea6\u53d8\u5316\u3002 \n - \u5149\u7167\u529f\u7387\u5bc6\u5ea6\u8303\u56f41 ~ 100 mW/cm\u00b2\uff0c\u73af\u5883\u6e29\u5ea6\u4e25\u683c\u63a7\u5236\uff0825 \u00b1 0.1 \u2103\uff09\u3002 \n - \u8f85\u52a9\u6d4b\u91cf\u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\uff0c\u5206\u6790\u70ed\u6269\u6563\u673a\u5236\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u70ed\u8f6c\u6362\u6548\u7387\u53ca\u5176\u5bf9\u7535\u5b66\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n6. **\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28** \n - **\u6307\u6807**\uff1a\u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\u5f3a\u5ea6\u53ca\u89d2\u5ea6\u3001\u504f\u632f\u4f9d\u8d56\uff1b\u5149\u5b66\u514b\u5c14\u6548\u5e94\uff08\u6298\u5c04\u7387\u53d8\u5316\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\u6fc0\u53d1\u4e0b\u6d4b\u91cfSHG\u4fe1\u53f7\uff0c\u914d\u5408\u89d2\u5ea6\u65cb\u8f6c\u53f0\u548c\u5149\u8c31\u4eea\u3002 \n - \u7535\u5149\u8c03\u5236\u5b9e\u9a8c\u7ed3\u5408\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316\u3002 \n - \u6d4b\u91cf\u5728\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\u4e0b\u8fdb\u884c\uff0c\u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u4f53\u73b0\u6750\u6599\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u5149\u5b66\u8c03\u5236\u5668\u7b49\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae\n\n- \u672c\u4f53\u7cfb\u6db5\u76d6\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u54cd\u5e94\u3001\u5149\u4f0f\u6027\u80fd\u3001\u5149\u70ed\u6548\u5e94\u53ca\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u7b49\u5173\u952e\u65b9\u9762\u3002 \n- \u901a\u8fc7\u692d\u5706\u504f\u632f\u4eea\u4e0eAFM\u4ea4\u53c9\u9a8c\u8bc1\u8584\u819c\u539a\u5ea6\uff0c\u663e\u8457\u63d0\u5347\u5438\u6536\u7cfb\u6570\u7684\u91cf\u5316\u7cbe\u5ea6\u3002 \n- \u73af\u5883\u63a7\u5236\u5347\u7ea7\u4e3a\u771f\u7a7a/\u60f0\u6027\u6c14\u6c1b\u7ed3\u5408\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff0877 K\u81f3\u5ba4\u6e29\uff09\uff0c\u589e\u5f3a\u5149\u751f\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002 \n- \u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u53ca\u6570\u636e\u5904\u7406\u6807\u51c6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u4f53\u7cfb\u7684\u6807\u51c6\u5316\u548c\u89c4\u8303\u5316\u3002 \n- \u8be5\u4f53\u7cfb\u79d1\u5b66\u4e25\u8c28\u3001\u53ef\u91cd\u590d\u6027\u9ad8\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u548c\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u6280\u672f\u652f\u6491\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7d27\u5bc6\u5408\u4f5c\uff0c\u63a8\u52a8\u8be5\u4f53\u7cfb\u7684\u5b9e\u65bd\u4e0e\u5b8c\u5584\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7814\u7a76\u7684\u6df1\u5165\u53d1\u5c55\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u5f71\u54cd\u56e0\u7d20\u5f52\u7eb3", + "InputName_List": [ + "\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868", + "\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807" + ], + "OutputName": "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868", + "chatLog": [], + "inputObject_Record": [ + { + "\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868": "1. \u5355\u5143\u7d20\u4e8c\u7ef4\u6750\u6599\n - \u7ec4\u6210\uff1a\u7531\u5355\u4e00\u5143\u7d20\u6784\u6210\n - \u5178\u578b\u4ee3\u8868\uff1a\u77f3\u58a8\u70ef\uff08\u78b3\uff09\u3001\u787c\u70ef\uff08\u787c\uff09\u3001\u78f7\u70ef\uff08\u78f7\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5355\u5c42\u539f\u5b50\u6392\u5217\uff0c\u8702\u7a9d\u72b6\u6216\u5c42\u72b6\u7ed3\u6784\n - \u5149\u7535\u7279\u6027\uff1a\u96f6\u6216\u7a84\u5e26\u9699\uff08\u77f3\u58a8\u70ef\u96f6\u5e26\u9699\uff09\uff0c\u9ad8\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4f4e\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u77f3\u58a8\u70ef\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u78f7\u70ef\u9700\u4fdd\u62a4\uff0c\u90e8\u5206\u787c\u70ef\u4e3a\u4e9a\u7a33\u6001\n\n2. \u8fc7\u6e21\u91d1\u5c5e\u4e8c\u786b\u65cf\u5316\u5408\u7269\uff08TMDCs\uff09\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\uff08Mo, W\u7b49\uff09\u4e0e\u786b\u65cf\u5143\u7d20\uff08S, Se, Te\uff09\u7ec4\u6210\u7684\u4e09\u539f\u5b50\u5c42\u7ed3\u6784\n - \u5178\u578b\u4ee3\u8868\uff1aMoS2, WS2, MoSe2\n - \u7ed3\u6784\u7279\u5f81\uff1aX\u2013M\u2013X\u5c42\u72b6\u7ed3\u6784\uff0c\u5c42\u5185\u5171\u4ef7\u952e\u5f3a\uff0c\u5c42\u95f4\u8303\u5fb7\u534e\u529b\n - \u5149\u7535\u7279\u6027\uff1a\u76f4\u63a5\u5e26\u9699\uff08\u5355\u5c42\uff09\u6216\u95f4\u63a5\u5e26\u9699\uff08\u591a\u5c42\uff09\uff0c\u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u8fc1\u79fb\u7387\u4e2d\u9ad8\uff0c\u9002\u5408\u5149\u7535\u63a2\u6d4b\u548c\u53d1\u5149\u5668\u4ef6\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u7a7a\u6c14\u7a33\u5b9a\uff0c\u6613\u5408\u6210\n\n3. \u4e8c\u7ef4\u6c27\u5316\u7269\u548c\u6c22\u6c27\u5316\u7269\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u6c27\u6216\u7f9f\u57fa\u7ec4\u6210\n - \u5178\u578b\u4ee3\u8868\uff1aTiO2\u7eb3\u7c73\u7247\u3001\u5c42\u72b6\u53cc\u6c22\u6c27\u5316\u7269\uff08LDHs\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5bcc\u542b\u5b98\u80fd\u56e2\n - \u5149\u7535\u7279\u6027\uff1a\u5bbd\u5e26\u9699\uff0c\u9ad8\u5149\u5438\u6536\u7cfb\u6570\uff0c\u9002\u5408\u7d2b\u5916\u5149\u5e94\u7528\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u9002\u4e2d\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\uff0c\u73af\u5883\u7a33\u5b9a\u6027\u826f\u597d\n\n4. \u4e8c\u7ef4\u5364\u5316\u7269\n - \u7ec4\u6210\uff1a\u91d1\u5c5e\u5143\u7d20\u4e0e\u5364\u7d20\u5143\u7d20\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u94ef\u94c5\u5364\u5316\u7269\uff08CsPbX3\uff0cX=Cl, Br, I\uff09\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u6676\u4f53\u7ed3\u6784\n - \u5149\u7535\u7279\u6027\uff1a\u5e26\u9699\u53ef\u8c03\uff0c\u5149\u5438\u6536\u5f3a\uff0c\u5149\u81f4\u53d1\u5149\u6548\u7387\u9ad8\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e2d\u7b49\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u8f83\u5dee\uff0c\u9700\u5c01\u88c5\u4fdd\u62a4\uff0c\u6613\u6c27\u5316\u6c34\u89e3\n\n5. \u4e8c\u7ef4\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\n - \u7ec4\u6210\uff1a\u6709\u673a\u5206\u5b50\u4e0e\u65e0\u673a\u5c42\u72b6\u6750\u6599\u4ea4\u66ff\u6392\u5217\n - \u5178\u578b\u4ee3\u8868\uff1a\u4e8c\u7ef4\u9499\u949b\u77ff\u3001\u6709\u673a-\u65e0\u673a\u6742\u5316\u5c42\u72b6\u6750\u6599\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u6709\u673a\u5c42\u548c\u65e0\u673a\u5c42\u4ea4\u66ff\uff0c\u8c03\u63a7\u6027\u5f3a\n - \u5149\u7535\u7279\u6027\uff1a\u5e26\u9699\u5bbd\u5ea6\u53ef\u8c03\uff0c\u5149\u5438\u6536\u8303\u56f4\u5bbd\uff0c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u53d7\u6709\u673a\u5c42\u5f71\u54cd\n - \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff1a\u591a\u4e3a\u4e9a\u7a33\u6001\uff0c\u9700\u7279\u5b9a\u5408\u6210\u6761\u4ef6\u548c\u73af\u5883\u4fdd\u62a4\n\n6. \u4e8c\u7ef4\u78b3\u5316\u7269\u548c\u6c2e\u5316\u7269\uff08MXenes\uff09\n - \u7ec4\u6210\uff1a\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\u6216\u6c2e\u5316\u7269\uff0c\u8868\u9762\u5e26\u6709\u4e30\u5bcc\u5b98\u80fd\u56e2\uff08-OH, -F\u7b49\uff09\n - \u5178\u578b\u4ee3\u8868\uff1aTi3C2Tx\u7b49\n - \u7ed3\u6784\u7279\u5f81\uff1a\u5c42\u72b6\u7ed3\u6784\uff0c\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\n - 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**\u6307\u6807**\uff1a\u5438\u6536\u7cfb\u6570\u03b1(\u03bb)\u3001\u5438\u6536\u8fb9\u4f4d\u7f6e\uff08\u5e26\u9699\u80fd\u91cf\uff09\u3001\u6fc0\u5b50\u5438\u6536\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6\uff1b\u900f\u5c04\u7387T(\u03bb)\u3001\u53cd\u5c04\u7387R(\u03bb) \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7d2b\u5916-\u53ef\u89c1-\u8fd1\u7ea2\u5916\u5149\u8c31\u4eea\uff08UV-Vis-NIR\uff09\u53ca\u96c6\u6210\u7403\u6d4b\u91cf\u7cfb\u7edf\u6d4b\u91cf\u900f\u5c04\u7387\u548c\u53cd\u5c04\u7387\u3002 \n - \u8584\u819c\u539a\u5ea6\u7ed3\u5408\u692d\u5706\u504f\u632f\u4eea\u548c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u539a\u5ea6\u8bef\u5dee\u63a7\u5236\u5728\u7eb3\u7c73\u7ea7\u4ee5\u4e0b\uff0c\u63d0\u5347\u5438\u6536\u7cfb\u6570\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u3002 \n - 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ps\uff09\u6d4b\u91cfPL\u5bff\u547d\u3002 \n - \u6d4b\u91cf\u73af\u5883\u5305\u62ec\u5ba4\u6e29\u53ca\u4f4e\u6e29\uff0877 K\uff0c\u5229\u7528\u4f4e\u6e29\u51b7\u53f0\u6216\u6db2\u6c2e\u51b7\u5374\u88c5\u7f6e\uff09\uff0c\u5206\u6790\u6e29\u5ea6\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u3001\u7f3a\u9677\u6001\u53ca\u8f7d\u6d41\u5b50\u975e\u8f90\u5c04\u590d\u5408\u7387\uff0c\u5bff\u547d\u957f\u8bf4\u660e\u6750\u6599\u8d28\u91cf\u4f18\u826f\u3002\n\n3. **\u5149\u7535\u5bfc\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u54cd\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7535\u6d41\u589e\u91cf\u0394I\u3001\u5149\u7535\u6d41\u5bc6\u5ea6J_ph\uff1b\u54cd\u5e94\u65f6\u95f4\uff08\u4e0a\u5347\u65f6\u95f4\u03c4_rise\u548c\u4e0b\u964d\u65f6\u95f4\u03c4_fall\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u534a\u5bfc\u4f53\u53c2\u6570\u5206\u6790\u4eea\u914d\u5408\u5149\u7ea4\u8026\u5408\u6fc0\u5149\u5149\u6e90\u6216LED\u8109\u51b2\u5149\u6e90\u6d4b\u91cf\u5149\u7535\u6d41\u3002 \n - \u9ad8\u901f\u793a\u6ce2\u5668\uff08\u5e26\u5bbd>1 GHz\uff09\u8bb0\u5f55\u5149\u7535\u6d41\u65f6\u95f4\u54cd\u5e94\u3002 \n - \u73af\u5883\u63a7\u5236\u5305\u62ec\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\uff0c\u4e14\u914d\u5907\u6e29\u5ea6\u63a7\u5236\u6a21\u5757\uff0c\u5b9e\u73b077 K\u81f3\u5ba4\u6e29\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u91cf\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3001\u8fc1\u79fb\u80fd\u529b\u53ca\u590d\u5408\u52a8\u529b\u5b66\uff0c\u6e29\u5ea6\u4f9d\u8d56\u7814\u7a76\u589e\u5f3a\u7269\u7406\u89e3\u91ca\u529b\u3002\n\n4. **\u5149\u4f0f\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5f00\u8def\u7535\u538bVoc\u3001\u77ed\u8def\u7535\u6d41Isc\u3001\u5149\u7535\u8f6c\u6362\u6548\u7387PCE \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u5236\u5907\u5f02\u8d28\u7ed3\u6216\u7535\u6781\u63a5\u89e6\u826f\u597d\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u4f0f\u5668\u4ef6\u3002 \n - \u5229\u7528\u6807\u51c6AM1.5G\u592a\u9633\u6a21\u62df\u5668\uff08\u5149\u5f3a100 mW/cm\u00b2\uff09\u53ca\u6e90\u8868\u4eea\u6d4b\u91cfI-V\u66f2\u7ebf\u3002 \n - \u5149\u6e90\u6821\u51c6\u91c7\u7528\u6807\u51c6\u7845\u5149\u7535\u6c60\uff0c\u6d4b\u91cf\u6e29\u5ea6\u53ef\u63a7\uff0c\u626b\u63cf\u901f\u7387\u7ea610 mV/s\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u6750\u6599\u592a\u9633\u80fd\u7535\u6c60\u4e2d\u7684\u5b9e\u9645\u80fd\u91cf\u8f6c\u6362\u80fd\u529b\u53ca\u5668\u4ef6\u7a33\u5b9a\u6027\u3002\n\n5. **\u5149\u70ed\u6548\u5e94** \n - **\u6307\u6807**\uff1a\u5149\u7167\u5f15\u8d77\u7684\u6e29\u5ea6\u53d8\u5316\u0394T \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u7ea2\u5916\u70ed\u50cf\u4eea\uff08\u7a7a\u95f4\u5206\u8fa8\u7387<10 \u03bcm\uff09\u3001\u5fae\u533a\u70ed\u7535\u5076\u6216\u5149\u7ea4\u6e29\u5ea6\u4f20\u611f\u5668\u6d4b\u91cf\u6e29\u5ea6\u53d8\u5316\u3002 \n - \u5149\u7167\u529f\u7387\u5bc6\u5ea6\u8303\u56f41 ~ 100 mW/cm\u00b2\uff0c\u73af\u5883\u6e29\u5ea6\u4e25\u683c\u63a7\u5236\uff0825 \u00b1 0.1 \u2103\uff09\u3002 \n - \u8f85\u52a9\u6d4b\u91cf\u6837\u54c1\u57fa\u5e95\u70ed\u5bfc\u7387\uff0c\u5206\u6790\u70ed\u6269\u6563\u673a\u5236\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u8bc4\u4f30\u5149\u70ed\u8f6c\u6362\u6548\u7387\u53ca\u5176\u5bf9\u7535\u5b66\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n6. **\u975e\u7ebf\u6027\u5149\u5b66\u6027\u8d28** \n - **\u6307\u6807**\uff1a\u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\uff08SHG\uff09\u5f3a\u5ea6\u53ca\u89d2\u5ea6\u3001\u504f\u632f\u4f9d\u8d56\uff1b\u5149\u5b66\u514b\u5c14\u6548\u5e94\uff08\u6298\u5c04\u7387\u53d8\u5316\uff09 \n - **\u6d4b\u91cf\u65b9\u6cd5**\uff1a \n - \u98de\u79d2\u6fc0\u5149\uff08\u6ce2\u957f800 nm\uff0c\u8109\u51b2\u5bbd\u5ea6<100 fs\uff09\u6fc0\u53d1\u4e0b\u6d4b\u91cfSHG\u4fe1\u53f7\uff0c\u914d\u5408\u89d2\u5ea6\u65cb\u8f6c\u53f0\u548c\u5149\u8c31\u4eea\u3002 \n - \u7535\u5149\u8c03\u5236\u5b9e\u9a8c\u7ed3\u5408\u9501\u76f8\u653e\u5927\u5668\u68c0\u6d4b\u5fae\u5c0f\u6298\u5c04\u7387\u53d8\u5316\u3002 \n - \u6d4b\u91cf\u5728\u771f\u7a7a\u6216\u6c2e\u6c14\u73af\u5883\u4e0b\u8fdb\u884c\uff0c\u6fc0\u5149\u529f\u7387\u5bc6\u5ea6\u63a7\u5236\u572810^6 W/cm\u00b2\u4ee5\u4e0b\uff0c\u907f\u514d\u6837\u54c1\u635f\u4f24\u3002 \n - **\u8bc4\u4ef7\u610f\u4e49**\uff1a\u4f53\u73b0\u6750\u6599\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u5149\u5b66\u8c03\u5236\u5668\u7b49\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae\n\n- \u672c\u4f53\u7cfb\u6db5\u76d6\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u54cd\u5e94\u3001\u5149\u4f0f\u6027\u80fd\u3001\u5149\u70ed\u6548\u5e94\u53ca\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94\u7b49\u5173\u952e\u65b9\u9762\u3002 \n- \u901a\u8fc7\u692d\u5706\u504f\u632f\u4eea\u4e0eAFM\u4ea4\u53c9\u9a8c\u8bc1\u8584\u819c\u539a\u5ea6\uff0c\u663e\u8457\u63d0\u5347\u5438\u6536\u7cfb\u6570\u7684\u91cf\u5316\u7cbe\u5ea6\u3002 \n- \u73af\u5883\u63a7\u5236\u5347\u7ea7\u4e3a\u771f\u7a7a/\u60f0\u6027\u6c14\u6c1b\u7ed3\u5408\u6e29\u5ea6\u53ef\u63a7\u6a21\u5757\uff0877 K\u81f3\u5ba4\u6e29\uff09\uff0c\u589e\u5f3a\u5149\u751f\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002 \n- \u5efa\u8bae\u5efa\u7acb\u7edf\u4e00\u6837\u54c1\u5236\u5907\u3001\u6d4b\u91cf\u73af\u5883\u53ca\u6570\u636e\u5904\u7406\u6807\u51c6\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6d4b\u91cf\u4f53\u7cfb\u7684\u6807\u51c6\u5316\u548c\u89c4\u8303\u5316\u3002 \n- \u8be5\u4f53\u7cfb\u79d1\u5b66\u4e25\u8c28\u3001\u53ef\u91cd\u590d\u6027\u9ad8\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u548c\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u6280\u672f\u652f\u6491\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7d27\u5bc6\u5408\u4f5c\uff0c\u63a8\u52a8\u8be5\u4f53\u7cfb\u7684\u5b9e\u65bd\u4e0e\u5b8c\u5584\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7814\u7a76\u7684\u6df1\u5165\u53d1\u5c55\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\uff0c\u63d0\u51fa\u53ef\u80fd\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868" + ], + "Action_Result": "\u57fa\u4e8e\u63d0\u4f9b\u7684\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\uff0c\u7ed3\u5408\u5176\u7ec4\u6210\u3001\u7ed3\u6784\u7279\u5f81\u3001\u5149\u7535\u6027\u80fd\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7b49\u7ef4\u5ea6\uff0c\u63d0\u51fa\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\u5982\u4e0b\uff1a\n\n---\n\n# \u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\n\n## \u4e00\u3001\u7ec4\u6210\u5316\u5b66\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u4e0e\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\u539f\u5b50\uff09\u4e0e\u591a\u5143\u7d20\uff08\u5982MoS2\u4e2d\u7684Mo\u548cS\uff09\u5bf9\u80fd\u5e26\u7ed3\u6784\u53ca\u6fc0\u5b50\u884c\u4e3a\u7684\u5f71\u54cd \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5bf9\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7684\u8c03\u63a7 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u5bf9\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u8c03\u8282\u4f5c\u7528 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742\u5143\u7d20** \n - \u6742\u8d28\u5f15\u5165\u5bfc\u81f4\u7f3a\u9677\u6001\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u53d1\u5149\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u6574\u5e26\u9699\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u7ed3\u6784\u5bfc\u81f4\u76f4\u63a5\u5e26\u9699\u6216\u95f4\u63a5\u5e26\u9699\u8f6c\u53d8\uff08\u5982MoS2\u5355\u5c42\u76f4\u63a5\u5e26\u9699\uff0c\u591a\u5c42\u95f4\u63a5\u5e26\u9699\uff09 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u7f3a\u9677\u7ed3\u6784** \n - \u6676\u683c\u5e94\u53d8\u8c03\u8282\u80fd\u5e26\u7ed3\u6784\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u7f3a\u9677\uff08\u7a7a\u4f4d\u3001\u8fb9\u754c\uff09\u4f5c\u4e3a\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cdPL\u5f3a\u5ea6\u548c\u8f7d\u6d41\u5b50\u5bff\u547d \n\n3. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u53ca\u754c\u9762\u6001\u8c03\u63a7\u8f7d\u6d41\u5b50\u590d\u5408\u52a8\u529b\u5b66\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5bf9\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7684\u963b\u788d\u6216\u4fc3\u8fdb\u4f5c\u7528 \n\n## \u4e09\u3001\u70ed\u529b\u5b66\u4e0e\u73af\u5883\u7a33\u5b9a\u6027\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7a33\u5b9a\u6750\u6599\u4fdd\u8bc1\u5149\u7535\u6027\u8d28\u957f\u671f\u53ef\u9760\uff08\u5982\u77f3\u58a8\u70ef\u3001MoS2\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u53d7\u73af\u5883\u5f71\u54cd\uff0c\u5bfc\u81f4\u6027\u8d28\u9000\u5316\uff08\u5982\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u56e0\u7d20\u5f15\u8d77\u7ed3\u6784\u53d8\u5316\uff0c\u5f71\u54cd\u5149\u5b66\u5438\u6536\u548c\u8f7d\u6d41\u5b50\u884c\u4e3a \n - \u5c01\u88c5\u6216\u949d\u5316\u6280\u672f\u5bf9\u7a33\u5b9a\u6027\u7684\u63d0\u5347\u4f5c\u7528 \n\n## \u56db\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u6750\u6599\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08\u5982\u5355\u5c42TMDCs\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u6750\u6599\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u5982\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u6fc0\u5b50\u7ed3\u5408\u80fd\u9ad8\u4f4e\u5f71\u54cd\u5149\u751f\u8f7d\u6d41\u5b50\u89e3\u79bb\u6548\u7387\u53ca\u5149\u7535\u8f6c\u6362\u6548\u7387 \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u5bff\u547d** \n - \u9ad8\u8fc1\u79fb\u7387\u4fc3\u8fdb\u5149\u7535\u6d41\u4f20\u8f93\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u8f7d\u6d41\u5b50\u5bff\u547d\u6709\u5229\u4e8e\u5149\u81f4\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387\u63d0\u5347 \n\n## \u4e94\u3001\u5149\u5b66\u7279\u6027\u56e0\u7d20\n1. **\u5149\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5f3a\u5ea6** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u9ad8\u5149\u7535\u8f6c\u6362\u6548\u7387\uff08\u5982\u4e8c\u7ef4\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u5f71\u54cd\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387 \n\n2. **\u53d1\u5149\u6548\u7387\u4e0e\u5149\u81f4\u53d1\u5149\u7279\u5f81** \n - \u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u5f71\u54cdPL\u5f3a\u5ea6\u548c\u6ce2\u957f \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u6750\u6599\u5bf9\u9ad8\u5f3a\u5ea6\u5149\u6fc0\u53d1\u7684\u975e\u7ebf\u6027\u6548\u5e94\uff08\u5982SHG\uff09\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u6027\u80fd \n\n## \u516d\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u53ca\u5316\u5b66\u4fee\u9970** \n - \u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u8c03\u8282 \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b** \n - \u5f02\u8d28\u7ed3\u754c\u9762\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\uff0c\u63d0\u5347\u5149\u4f0f\u6027\u80fd \n\n---\n\n# \u603b\u7ed3\n\n\u5f71\u54cd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u6db5\u76d6\u7ec4\u6210\u5316\u5b66\u3001\u7ed3\u6784\u5f62\u8c8c\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3001\u7535\u5b50\u80fd\u5e26\u7279\u5f81\u3001\u5149\u5b66\u6027\u80fd\u53ca\u8868\u9762\u754c\u9762\u8c03\u63a7\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u8fd9\u4e9b\u56e0\u7d20\u76f8\u4e92\u4f5c\u7528\uff0c\u5171\u540c\u51b3\u5b9a\u6750\u6599\u7684\u5149\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u53ca\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002\u57fa\u4e8e\u6b64\u5206\u7c7b\uff0c\u540e\u7eed\u53ef\u7ed3\u5408\u5177\u4f53\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u6df1\u5165\u5206\u6790\u5404\u56e0\u7d20\u7684\u5b9a\u91cf\u5f71\u54cd\u673a\u5236\uff0c\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u4e0e\u6027\u80fd\u4f18\u5316\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u534f\u540c\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u548c\u9a8c\u8bc1\u8be5\u5f71\u54cd\u56e0\u7d20\u5206\u7c7b\u4f53\u7cfb\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u63d0\u51fa\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u53ca\u5176\u5206\u7c7b\u5efa\u8bae\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807" + ], + "Action_Result": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\u4f53\u7cfb\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u63d0\u51fa\u7684\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5206\u7c7b\uff0c\u6211\u4ece\u5149\u7535\u7269\u7406\u673a\u5236\u89d2\u5ea6\u5bf9\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u8fdb\u884c\u6df1\u5316\u5206\u6790\uff0c\u5e76\u63d0\u51fa\u5206\u7c7b\u4f18\u5316\u5efa\u8bae\uff0c\u65e8\u5728\u660e\u786e\u5404\u56e0\u7d20\u5982\u4f55\u901a\u8fc7\u7269\u7406\u8fc7\u7a0b\u5f71\u54cd\u5149\u7535\u6027\u8d28\uff0c\u4ece\u800c\u4e3a\u4f53\u7cfb\u6784\u5efa\u548c\u540e\u7eed\u7814\u7a76\u63d0\u4f9b\u66f4\u6e05\u6670\u7684\u6846\u67b6\u3002\n\n---\n\n# \u57fa\u4e8e\u5149\u7535\u7269\u7406\u673a\u5236\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5206\u7c7b\u53ca\u673a\u5236\u89e3\u6790\n\n## \u4e00\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u8c03\u63a7\u56e0\u7d20\uff08\u51b3\u5b9a\u5149\u5438\u6536\u53ca\u8f7d\u6d41\u5b50\u4ea7\u751f\uff09\n\n1. **\u7ec4\u6210\u5143\u7d20\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u4e0d\u540c\u5143\u7d20\u539f\u5b50\u8f68\u9053\u80fd\u7ea7\u53ca\u6742\u5316\u65b9\u5f0f\u51b3\u5b9a\u80fd\u5e26\u7ed3\u6784\uff08\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff09 \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u80fd\u5e26\u5bbd\u5ea6\uff0c\u8303\u5fb7\u534e\u529b\u5f71\u54cd\u5c42\u95f4\u8026\u5408\uff0c\u8fdb\u800c\u5f71\u54cd\u5e26\u9699\u6027\u8d28\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\u901a\u8fc7\u7535\u8377\u8f6c\u79fb\u6216\u5c40\u57df\u6001\u5f62\u6210\u8c03\u8282\u80fd\u7ea7\u4f4d\u7f6e\u548c\u8f7d\u6d41\u5b50\u6d53\u5ea6 \n\n2. **\u6676\u683c\u7ed3\u6784\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u7f18\u6001\u80fd\u91cf\u79fb\u52a8\uff08\u5e26\u9699\u8c03\u8282\uff09 \n - \u6676\u683c\u7578\u53d8\u4ea7\u751f\u5c40\u57df\u6001\u6216\u8bf1\u5bfc\u80fd\u5e26\u5f2f\u66f2\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u53ca\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5c42\u6570\u589e\u52a0\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u4e3a\u95f4\u63a5\uff0c\u6539\u53d8\u5149\u5438\u6536\u8fb9\u548c\u6fc0\u5b50\u52a8\u529b\u5b66 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f71\u54cd\u6fc0\u5b50\u675f\u7f1a\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84 \n\n---\n\n## \u4e8c\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u4e0e\u8f7d\u6d41\u5b50\u884c\u4e3a\u56e0\u7d20\uff08\u51b3\u5b9a\u5149\u81f4\u53d1\u5149\u3001\u5149\u7535\u5bfc\u53ca\u5149\u4f0f\u6027\u80fd\uff09\n\n1. **\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e0e\u6fc0\u5b50\u6001\u7279\u5f81** \n - \u6fc0\u5b50\u7ed3\u5408\u80fd\u9ad8\u5bfc\u81f4\u6fc0\u5b50\u7a33\u5b9a\u4f46\u4e0d\u6613\u89e3\u79bb\uff0c\u5f71\u54cd\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u548c\u5149\u4f0f\u6027\u80fd \n - \u6fc0\u5b50\u6001\u7684\u5bff\u547d\u548c\u8fc1\u79fb\u5f71\u54cdPL\u5f3a\u5ea6\u53ca\u5149\u7535\u6d41\u54cd\u5e94\u901f\u5ea6 \n\n2. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d** \n - \u9ad8\u8fc1\u79fb\u7387\u4fc3\u8fdb\u5149\u751f\u8f7d\u6d41\u5b50\u5feb\u901f\u4f20\u8f93\uff0c\u63d0\u5347\u5149\u7535\u6d41\u5bc6\u5ea6\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u8f7d\u6d41\u5b50\u5bff\u547d\u957f\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u9ad8\u5149\u81f4\u53d1\u5149\u6548\u7387\u548c\u5149\u4f0f\u6548\u7387 \n\n3. **\u7f3a\u9677\u6001\u4e0e\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3** \n - \u7f3a\u9677\u6001\u4f5c\u4e3a\u590d\u5408\u9677\u9631\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u6291\u5236PL\u5f3a\u5ea6\u548c\u5149\u7535\u8f6c\u6362\u6548\u7387 \n - \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u7c7b\u578b\u5f71\u54cd\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u548c\u5149\u7535\u54cd\u5e94\u7a33\u5b9a\u6027 \n\n---\n\n## \u4e09\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\uff08\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387\u53ca\u53d1\u5149\u6027\u80fd\uff09\n\n1. **\u5e26\u9699\u80fd\u91cf\u4e0e\u5438\u6536\u8fb9\u4f4d\u7f6e** \n - \u76f4\u63a5\u51b3\u5b9a\u6750\u6599\u5bf9\u4e0d\u540c\u6ce2\u957f\u5149\u7684\u5438\u6536\u8303\u56f4\u548c\u6548\u7387 \n - \u5438\u6536\u8fb9\u7ea2\u79fb/\u84dd\u79fb\u53cd\u6620\u80fd\u5e26\u7ed3\u6784\u53d8\u5316\uff0c\u5173\u8054\u6676\u683c\u5e94\u53d8\u6216\u5316\u5b66\u4fee\u9970 \n\n2. **\u5438\u6536\u7cfb\u6570\u53ca\u5149\u5b66\u539a\u5ea6** \n - \u9ad8\u5438\u6536\u7cfb\u6570\u63d0\u9ad8\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff0c\u8584\u5c42\u6750\u6599\u4e2d\u539a\u5ea6\u7cbe\u786e\u63a7\u5236\u5173\u952e \n - \u5149\u5b66\u539a\u5ea6\u5f71\u54cd\u5149\u7a7f\u900f\u548c\u53cd\u5c04\uff0c\u8fdb\u800c\u5f71\u54cd\u6574\u4f53\u5149\u7535\u8f6c\u6362\u6548\u7387 \n\n3. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u80fd\u7ea7\u7ed3\u6784 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u8f7d\u6d41\u5b50\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n---\n\n## \u56db\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\uff08\u5f71\u54cd\u8f7d\u6d41\u5b50\u5206\u79bb\u3001\u590d\u5408\u53ca\u80fd\u7ea7\u5339\u914d\uff09\n\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u901a\u8fc7\u7535\u8377\u8f6c\u79fb\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u6d41\u548c\u5149\u50ac\u5316\u6d3b\u6027 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u589e\u5f3a\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\u5f71\u54cd\u590d\u5408\u52a8\u529b\u5b66\uff0c\u9700\u4f18\u5316\u754c\u9762\u8d28\u91cf \n\n---\n\n## \u4e94\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\uff08\u5f71\u54cd\u5149\u7535\u6027\u80fd\u7684\u65f6\u95f4\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\uff09\n\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u4e00\u81f4\u6027\uff0c\u907f\u514d\u6027\u80fd\u9000\u5316 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u56e0\u7ed3\u6784\u91cd\u6784\u5bfc\u81f4\u6027\u80fd\u6ce2\u52a8 \n\n2. **\u73af\u5883\u654f\u611f\u6027\uff08\u6c27\u5316\u3001\u6c34\u89e3\u7b49\uff09** \n - \u73af\u5883\u8bf1\u5bfc\u7684\u5316\u5b66\u53cd\u5e94\u6539\u53d8\u6750\u6599\u7ec4\u6210\u548c\u80fd\u5e26\u7ed3\u6784\uff0c\u5f71\u54cd\u5438\u6536\u548c\u8f7d\u6d41\u5b50\u884c\u4e3a \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u662f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027\u7684\u5173\u952e\u624b\u6bb5 \n\n---\n\n## \u516d\u3001\u975e\u7ebf\u6027\u5149\u5b66\u4e0e\u5149\u70ed\u6548\u5e94\u56e0\u7d20\uff08\u62d3\u5c55\u5149\u7535\u529f\u80fd\u5e94\u7528\uff09\n\n1. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u6750\u6599\u5bf9\u5f3a\u5149\u6fc0\u53d1\u4ea7\u751f\u4e8c\u6b21\u8c10\u6ce2\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\uff0c\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u548c\u4fe1\u53f7\u5904\u7406\u80fd\u529b \n\n2. **\u5149\u70ed\u6548\u5e94** \n - \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u548c\u7a33\u5b9a\u6027 \n\n---\n\n# \u5206\u7c7b\u5efa\u8bae\u603b\u7ed3\n\n| \u5206\u7c7b\u7ef4\u5ea6 | \u5173\u952e\u7269\u7406\u673a\u5236 | \u4ee3\u8868\u5149\u7535\u6027\u8d28\u6307\u6807 | \u5907\u6ce8 |\n|--------------------|-------------------------------------|---------------------------------|----------------------------------|\n| \u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u8c03\u63a7 | \u80fd\u5e26\u7ed3\u6784\u3001\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f | \u5438\u6536\u8fb9\u4f4d\u7f6e\u3001\u5e26\u9699\u80fd\u91cf | \u51b3\u5b9a\u5149\u5438\u6536\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f |\n| \u6fc0\u5b50\u4e0e\u8f7d\u6d41\u5b50\u884c\u4e3a | \u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d | PL\u5f3a\u5ea6\u4e0e\u5bff\u547d\u3001\u5149\u7535\u6d41\u54cd\u5e94\u901f\u5ea6 | \u5f71\u54cd\u53d1\u5149\u6548\u7387\u548c\u5149\u7535\u8f6c\u6362\u6548\u7387 |\n| \u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04 | \u5438\u6536\u7cfb\u6570\u3001\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6 | \u5438\u6536\u8c31\u3001PL\u8c31 | \u53cd\u6620\u5149\u5b66\u54cd\u5e94\u7279\u6027 |\n| \u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7 | \u8868\u9762\u5b98\u80fd\u56e2\u3001\u7535\u8377\u8f6c\u79fb\u3001\u5f02\u8d28\u7ed3\u80fd\u7ea7\u5339\u914d | \u8f7d\u6d41\u5b50\u6d53\u5ea6\u8c03\u8282\u3001\u754c\u9762\u590d\u5408\u52a8\u529b\u5b66 | \u5173\u952e\u4e8e\u6027\u80fd\u4f18\u5316\u4e0e\u5668\u4ef6\u96c6\u6210 |\n| \u70ed\u529b\u5b66\u4e0e\u73af\u5883\u7a33\u5b9a\u6027 | \u7ed3\u6784\u7a33\u5b9a\u6027\u3001\u73af\u5883\u654f\u611f\u6027 | \u6027\u80fd\u7a33\u5b9a\u6027\u3001\u9000\u5316\u901f\u7387 | \u4fdd\u8bc1\u957f\u671f\u5e94\u7528\u53ef\u9760\u6027 |\n| \u975e\u7ebf\u6027\u5149\u5b66\u4e0e\u5149\u70ed | \u975e\u7ebf\u6027\u54cd\u5e94\u3001\u5149\u70ed\u8f6c\u6362 | SHG\u5f3a\u5ea6\u3001\u6e29\u5347 | \u62d3\u5c55\u529f\u80fd\u5e94\u7528 |\n\n---\n\n# \u7ed3\u8bed\n\n\u901a\u8fc7\u4ee5\u4e0a\u57fa\u4e8e\u5149\u7535\u7269\u7406\u673a\u5236\u7684\u5206\u7c7b\u4e0e\u89e3\u6790\uff0c\u660e\u786e\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u53d7\u591a\u5c42\u6b21\u3001\u591a\u7269\u7406\u8fc7\u7a0b\u5f71\u54cd\u7684\u672c\u8d28\uff0c\u6709\u52a9\u4e8e\u6784\u5efa\u7ed3\u6784\u6e05\u6670\u3001\u7269\u7406\u5185\u6db5\u4e30\u5bcc\u7684\u5f71\u54cd\u56e0\u7d20\u4f53\u7cfb\u3002\u540e\u7eed\u7ed3\u5408\u5177\u4f53\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u53ef\u8fdb\u4e00\u6b65\u91cf\u5316\u5404\u56e0\u7d20\u5bf9\u6027\u80fd\u7684\u8d21\u732e\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u3001\u5236\u5907\u53ca\u5668\u4ef6\u4f18\u5316\u3002\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u534f\u540c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u63a8\u52a8\u5f71\u54cd\u56e0\u7d20\u4f53\u7cfb\u7684\u5b8c\u5584\u548c\u6807\u51c6\u5316\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u7684\u7cfb\u7edf\u5316\u53d1\u5c55\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u6574\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u5217\u8868\u4e2d\u5404\u7c7b\u6750\u6599\u7684\u7ec4\u6210\u3001\u7ed3\u6784\u3001\u5149\u7535\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\u7279\u5f81\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u6307\u6807\u4f53\u7cfb\u4e2d\u5149\u5b66\u5438\u6536\u3001\u53d1\u5149\u3001\u8f7d\u6d41\u5b50\u884c\u4e3a\u3001\u5149\u4f0f\u6027\u80fd\u3001\u975e\u7ebf\u6027\u5149\u5b66\u53ca\u5149\u70ed\u6548\u5e94\u7b49\u6d4b\u91cf\u6307\u6807\uff0c\u7efc\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5206\u6790\uff0c\u73b0\u6574\u5408\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u521d\u6b65\u5217\u8868\u5982\u4e0b\uff1a\n\n---\n\n# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u6574\u5408\u7248\uff09\n\n## \u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\uff09\u3001\u8fc7\u6e21\u91d1\u5c5e\u4e0e\u786b\u65cf\u5143\u7d20\uff08TMDCs\uff09\u3001\u5364\u7d20\u5143\u7d20\uff08\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u7b49\u5bf9\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u884c\u4e3a\u7684\u51b3\u5b9a\u4f5c\u7528 \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742** \n - \u6742\u8d28\u7f3a\u9677\u5f15\u5165\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548cPL\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u63a7\u5e26\u9699\u53ca\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u95f4\u63a5\uff0c\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u8282\u6fc0\u5b50\u675f\u7f1a\u548c\u590d\u5408\u52a8\u529b\u5b66 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u53d8\u5316\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u7f3a\u9677\u7ed3\u6784** \n - \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u5f3a\u5ea6 \n\n4. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u3001\u754c\u9762\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb \n\n## \u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08TMDCs\u5355\u5c42\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u7a33\u5b9a\u6fc0\u5b50\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u6027\u80fd \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d** \n - \u9ad8\u8fc1\u79fb\u7387\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u5347\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387 \n\n## \u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\n1. **\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u5347\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff08\u5982\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387 \n\n2. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u5bf9\u5e94\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\u975e\u7ebf\u6027\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b \n\n## \u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\u9700\u4f18\u5316\u4ee5\u51cf\u5c11\u590d\u5408\u635f\u5931 \n\n## \u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff08\u77f3\u58a8\u70ef\u3001MoS2\u7b49\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u9000\u5316\uff08\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u4f5c\u7528\u5bfc\u81f4\u6027\u80fd\u9000\u5316 \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027 \n\n## \u4e03\u3001\u5149\u70ed\u6548\u5e94\u56e0\u7d20\n- \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\n\n---\n\n# \u7efc\u8ff0\n\n\u8be5\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u6db5\u76d6\u4e86\u4e8c\u7ef4\u6750\u6599\u7684\u7ec4\u6210\u5316\u5b66\u3001\u6676\u4f53\u7ed3\u6784\u3001\u7535\u5b50\u80fd\u5e26\u3001\u6fc0\u5b50\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u3001\u5149\u5b66\u54cd\u5e94\u3001\u8868\u9762\u754c\u9762\u8c03\u63a7\u3001\u70ed\u529b\u5b66\u4e0e\u73af\u5883\u7a33\u5b9a\u6027\u4ee5\u53ca\u5149\u70ed\u6548\u5e94\u7b49\u591a\u7ef4\u5ea6\u56e0\u7d20\uff0c\u7cfb\u7edf\u53cd\u6620\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u7269\u7406\u5316\u5b66\u672c\u8d28\u3002\u901a\u8fc7\u7ed3\u5408\u5177\u4f53\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\u7684\u5b9a\u91cf\u5206\u6790\uff0c\u53ef\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u3001\u5408\u6210\u5de5\u827a\u4f18\u5316\u53ca\u5668\u4ef6\u6027\u80fd\u63d0\u5347\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u529f\u80fd\u7684\u6df1\u5165\u7814\u7a76\u4e0e\u5e94\u7528\u5f00\u53d1\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u534f\u540c\uff0c\u57fa\u4e8e\u6b64\u5f71\u54cd\u56e0\u7d20\u4f53\u7cfb\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u7ec6\u5316\u91cf\u5316\u5404\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7684\u8d21\u732e\uff0c\u63a8\u52a8\u4f53\u7cfb\u6807\u51c6\u5316\u548c\u5e94\u7528\u63a8\u5e7f\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u6574\u5408\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u5b8c\u6574\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u6574\u5408\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u79d1\u5b66\u5168\u9762\uff0c\u6db5\u76d6\u4e86\u7ec4\u6210\u3001\u7ed3\u6784\u3001\u7535\u5b50\u80fd\u5e26\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u5149\u5b66\u54cd\u5e94\u3001\u8868\u9762\u754c\u9762\u8c03\u63a7\u53ca\u7a33\u5b9a\u6027\u7b49\u6838\u5fc3\u7ef4\u5ea6\uff0c\u903b\u8f91\u6e05\u6670\uff0c\u7269\u7406\u673a\u5236\u4e0e\u6750\u6599\u7279\u6027\u7ed3\u5408\u7d27\u5bc6\uff0c\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u4f53\u7cfb\u6784\u5efa\u57fa\u7840\u3002\n\n\u6539\u8fdb\u5efa\u8bae\uff1a\n1. **\u589e\u5f3a\u5149\u7535\u6027\u80fd\u52a8\u6001\u54cd\u5e94\u56e0\u7d20\u7684\u5f3a\u8c03**\uff1a\u5efa\u8bae\u5728\u201c\u6fc0\u5b50\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u201d\u90e8\u5206\uff0c\u8fdb\u4e00\u6b65\u7a81\u51fa\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u4e2d\u7684\u65f6\u95f4\u5c3a\u5ea6\uff08\u5982\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3001\u8fc1\u79fb\u65f6\u95f4\uff09\u5bf9\u5668\u4ef6\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\u7684\u5f71\u54cd\uff0c\u4fbf\u4e8e\u6307\u5bfc\u9ad8\u901f\u5149\u7535\u5668\u4ef6\u8bbe\u8ba1\u3002\n2. **\u8865\u5145\u754c\u9762\u4e0e\u5f02\u8d28\u7ed3\u6784\u7684\u591a\u5c3a\u5ea6\u5f71\u54cd**\uff1a\u53ef\u9002\u5f53\u7ec6\u5316\u201c\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\u201d\uff0c\u5f3a\u8c03\u754c\u9762\u7f3a\u9677\u3001\u80fd\u7ea7\u9519\u914d\u53ca\u754c\u9762\u7535\u573a\u5bf9\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u7684\u591a\u5c3a\u5ea6\u5f71\u54cd\uff0c\u5f3a\u5316\u5bf9\u5668\u4ef6\u6027\u80fd\u4f18\u5316\u7684\u6307\u5bfc\u610f\u4e49\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u5217\u8868\u79d1\u5b66\u5408\u7406\u4e14\u7cfb\u7edf\u5b8c\u6574\uff0c\u9002\u5408\u540e\u7eed\u7ed3\u5408\u5177\u4f53\u6750\u6599\u548c\u6307\u6807\u8fdb\u884c\u5b9a\u91cf\u5206\u6790\u548c\u4f18\u5316\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\uff0c\u8865\u5145\u9057\u6f0f\u548c\u4fee\u6b63\u4e0d\u5408\u7406\u90e8\u5206\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u5b8c\u5584\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\uff0c\u7279\u522b\u5f3a\u5316\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u4e2d\u7684\u65f6\u95f4\u5c3a\u5ea6\u5bf9\u5149\u7535\u6027\u80fd\u52a8\u6001\u54cd\u5e94\u7684\u5f71\u54cd\uff0c\u5e76\u7ec6\u5316\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\u4e2d\u591a\u5c3a\u5ea6\u754c\u9762\u7f3a\u9677\u3001\u80fd\u7ea7\u9519\u914d\u53ca\u754c\u9762\u7535\u573a\u5bf9\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u7684\u4f5c\u7528\uff0c\u63d0\u5347\u5217\u8868\u5bf9\u9ad8\u901f\u5149\u7535\u5668\u4ef6\u8bbe\u8ba1\u548c\u5668\u4ef6\u6027\u80fd\u4f18\u5316\u7684\u6307\u5bfc\u610f\u4e49\u3002\n\n## Improved version of \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u6574\u5408\u7248\uff09\n---\n\n# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u5b8c\u5584\u7248\uff09\n\n## \u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\uff09\u3001\u8fc7\u6e21\u91d1\u5c5e\u4e0e\u786b\u65cf\u5143\u7d20\uff08TMDCs\uff09\u3001\u5364\u7d20\u5143\u7d20\uff08\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u7b49\u5bf9\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u884c\u4e3a\u7684\u51b3\u5b9a\u4f5c\u7528 \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742** \n - \u6742\u8d28\u7f3a\u9677\u5f15\u5165\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548cPL\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u63a7\u5e26\u9699\u53ca\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u95f4\u63a5\uff0c\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u8282\u6fc0\u5b50\u675f\u7f1a\u548c\u590d\u5408\u52a8\u529b\u5b66 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u53d8\u5316\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u7f3a\u9677\u7ed3\u6784** \n - \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u5f3a\u5ea6 \n\n4. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u3001\u754c\u9762\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb \n\n## \u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08TMDCs\u5355\u5c42\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u7a33\u5b9a\u6fc0\u5b50\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u6027\u80fd \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u53ca\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6** \n - \u9ad8\u8fc1\u79fb\u7387\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u5347\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387 \n - \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3001\u8fc1\u79fb\u65f6\u95f4\u7b49\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u76f4\u63a5\u51b3\u5b9a\u5149\u7535\u5668\u4ef6\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u548c\u8c03\u5236\u5668\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981 \n\n## \u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\n1. **\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u5347\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff08\u5982\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387 \n\n2. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u5bf9\u5e94\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\u975e\u7ebf\u6027\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b \n\n## \u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\uff08\u591a\u5c3a\u5ea6\u5f71\u54cd\uff09** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\uff08\u539f\u5b50\u5c3a\u5ea6\u7f3a\u9677\u3001\u754c\u9762\u7c97\u7cd9\u5ea6\uff09\u5bfc\u81f4\u590d\u5408\u635f\u5931\uff0c\u9700\u901a\u8fc7\u6750\u6599\u9009\u62e9\u548c\u5de5\u827a\u4f18\u5316\u964d\u4f4e \n - \u754c\u9762\u7535\u573a\uff08\u5185\u5efa\u7535\u573a\u3001\u754c\u9762\u6781\u5316\uff09\u9a71\u52a8\u8f7d\u6d41\u5b50\u6709\u6548\u5206\u79bb\uff0c\u589e\u5f3a\u5149\u7535\u8f6c\u6362\u6548\u7387 \n - \u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u7b56\u7565\uff08\u4ece\u539f\u5b50\u7ea7\u5230\u5668\u4ef6\u7ea7\uff09\u662f\u63d0\u5347\u5668\u4ef6\u6027\u80fd\u7684\u5173\u952e \n\n## \u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff08\u77f3\u58a8\u70ef\u3001MoS2\u7b49\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u9000\u5316\uff08\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u4f5c\u7528\u5bfc\u81f4\u6027\u80fd\u9000\u5316 \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027 \n\n## \u4e03\u3001\u5149\u70ed\u6548\u5e94\u56e0\u7d20\n- \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\n\n---\n\n# \u7efc\u8ff0\n\n\u8be5\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5217\u8868\u5728\u539f\u6709\u57fa\u7840\u4e0a\u5f3a\u5316\u4e86\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u5bf9\u5149\u7535\u6027\u80fd\u52a8\u6001\u54cd\u5e94\u7684\u5f71\u54cd\uff0c\u7ec6\u5316\u4e86\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\u4e2d\u591a\u5c3a\u5ea6\u754c\u9762\u7f3a\u9677\u3001\u80fd\u7ea7\u9519\u914d\u53ca\u754c\u9762\u7535\u573a\u5bf9\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u7684\u4f5c\u7528\uff0c\u4f53\u73b0\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u591a\u5c42\u6b21\u7269\u7406\u673a\u5236\u3002\u6b64\u5217\u8868\u7cfb\u7edf\u6db5\u76d6\u7ec4\u6210\u5316\u5b66\u3001\u6676\u4f53\u7ed3\u6784\u3001\u7535\u5b50\u80fd\u5e26\u3001\u6fc0\u5b50\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u3001\u5149\u5b66\u54cd\u5e94\u3001\u8868\u9762\u754c\u9762\u8c03\u63a7\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u53ca\u5149\u70ed\u6548\u5e94\u7b49\u5173\u952e\u7ef4\u5ea6\uff0c\u4e3a\u6750\u6599\u8bbe\u8ba1\u3001\u5de5\u827a\u4f18\u5316\u53ca\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u66f4\u5177\u9488\u5bf9\u6027\u548c\u6307\u5bfc\u6027\u7684\u7406\u8bba\u57fa\u7840\u3002\n\n\u540e\u7eed\u5c06\u7ed3\u5408\u5177\u4f53\u6750\u6599\u7c7b\u578b\u548c\u5149\u7535\u6027\u8d28\u6307\u6807\uff0c\u57fa\u4e8e\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u5f00\u5c55\u5b9a\u91cf\u5206\u6790\u548c\u6a21\u578b\u6784\u5efa\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u7684\u6807\u51c6\u5316\u548c\u5e94\u7528\u63a8\u5e7f\u3002\n\n---\n\n\u6211\u5c06\u7ee7\u7eed\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u534f\u540c\uff0c\u6df1\u5316\u4f53\u7cfb\u5185\u5bb9\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7814\u7a76\u7684\u7cfb\u7edf\u5316\u548c\u9ad8\u6548\u53d1\u5c55\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u7406\u5e76\u6700\u7ec8\u786e\u8ba4\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u521d\u6b65\u5217\u8868\uff0c\u5f62\u6210\u6807\u51c6\u8f93\u51fa\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ecf\u8fc7\u591a\u8f6e\u4e0e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u6df1\u5165\u534f\u4f5c\u4e0e\u53cd\u9988\uff0c\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7c7b\u578b\u7279\u5f81\u53ca\u5149\u7535\u6027\u8d28\u6307\u6807\u4f53\u7cfb\uff0c\u73b0\u6574\u7406\u5e76\u6700\u7ec8\u786e\u8ba4\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u521d\u6b65\u5217\u8868\u3002\u8be5\u5217\u8868\u7cfb\u7edf\u6db5\u76d6\u7ec4\u6210\u5316\u5b66\u3001\u6676\u4f53\u7ed3\u6784\u3001\u7535\u5b50\u80fd\u5e26\u3001\u6fc0\u5b50\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u3001\u5149\u5b66\u54cd\u5e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u53ca\u5149\u70ed\u6548\u5e94\u7b49\u591a\u7ef4\u5ea6\u56e0\u7d20\uff0c\u7279\u522b\u5f3a\u5316\u4e86\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u65f6\u95f4\u5c3a\u5ea6\u5bf9\u5149\u7535\u6027\u80fd\u52a8\u6001\u54cd\u5e94\u7684\u5f71\u54cd\uff0c\u7ec6\u5316\u4e86\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\u4e2d\u591a\u5c3a\u5ea6\u754c\u9762\u7f3a\u9677\u3001\u80fd\u7ea7\u9519\u914d\u53ca\u754c\u9762\u7535\u573a\u5bf9\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u7684\u4f5c\u7528\uff0c\u4f53\u73b0\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u591a\u5c42\u6b21\u7269\u7406\u673a\u5236\uff0c\u4e3a\u540e\u7eed\u6750\u6599\u8bbe\u8ba1\u3001\u6027\u80fd\u4f18\u5316\u548c\u5668\u4ef6\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u548c\u6307\u5bfc\u6846\u67b6\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u786e\u8ba4\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff1a\n\n```\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\n# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\uff09\u3001\u8fc7\u6e21\u91d1\u5c5e\u4e0e\u786b\u65cf\u5143\u7d20\uff08TMDCs\uff09\u3001\u5364\u7d20\u5143\u7d20\uff08\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u7b49\u51b3\u5b9a\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u884c\u4e3a \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742** \n - \u6742\u8d28\u7f3a\u9677\u5f15\u5165\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u63a7\u5e26\u9699\u53ca\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u4e3a\u95f4\u63a5\uff0c\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u8282\u6fc0\u5b50\u675f\u7f1a\u548c\u590d\u5408\u52a8\u529b\u5b66 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u53d8\u5316\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u7f3a\u9677\u7ed3\u6784** \n - \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u5f3a\u5ea6 \n\n4. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u3001\u754c\u9762\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb \n\n## \u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08TMDCs\u5355\u5c42\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u7a33\u5b9a\u6fc0\u5b50\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u6027\u80fd \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u53ca\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6** \n - \u9ad8\u8fc1\u79fb\u7387\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u5347\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387 \n - \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3001\u8fc1\u79fb\u65f6\u95f4\u7b49\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u76f4\u63a5\u51b3\u5b9a\u5149\u7535\u5668\u4ef6\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u548c\u8c03\u5236\u5668\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981 \n\n## \u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\n1. **\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u5347\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff08\u5982\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387 \n\n2. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u5bf9\u5e94\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\u975e\u7ebf\u6027\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b \n\n## \u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\uff08\u591a\u5c3a\u5ea6\u5f71\u54cd\uff09** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\uff08\u539f\u5b50\u5c3a\u5ea6\u7f3a\u9677\u3001\u754c\u9762\u7c97\u7cd9\u5ea6\uff09\u5bfc\u81f4\u590d\u5408\u635f\u5931\uff0c\u9700\u901a\u8fc7\u6750\u6599\u9009\u62e9\u548c\u5de5\u827a\u4f18\u5316\u964d\u4f4e \n - \u754c\u9762\u7535\u573a\uff08\u5185\u5efa\u7535\u573a\u3001\u754c\u9762\u6781\u5316\uff09\u9a71\u52a8\u8f7d\u6d41\u5b50\u6709\u6548\u5206\u79bb\uff0c\u589e\u5f3a\u5149\u7535\u8f6c\u6362\u6548\u7387 \n - \u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u7b56\u7565\uff08\u4ece\u539f\u5b50\u7ea7\u5230\u5668\u4ef6\u7ea7\uff09\u662f\u63d0\u5347\u5668\u4ef6\u6027\u80fd\u7684\u5173\u952e \n\n## \u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff08\u77f3\u58a8\u70ef\u3001MoS2\u7b49\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u9000\u5316\uff08\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u4f5c\u7528\u5bfc\u81f4\u6027\u80fd\u9000\u5316 \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027 \n\n## \u4e03\u3001\u5149\u70ed\u6548\u5e94\u56e0\u7d20\n- \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\n\n---\n\n# \u603b\u7ed3\n\n\u672c\u5217\u8868\u7cfb\u7edf\u4e14\u5168\u9762\u5730\u53cd\u6620\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u6db5\u76d6\u4e86\u4ece\u5fae\u89c2\u7ec4\u6210\u3001\u7ed3\u6784\u8c03\u63a7\u5230\u5b8f\u89c2\u6027\u80fd\u8868\u73b0\u7684\u591a\u5c42\u6b21\u7269\u7406\u673a\u5236\u3002\u7279\u522b\u5f3a\u8c03\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u548c\u5f02\u8d28\u7ed3\u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u5bf9\u5149\u7535\u6027\u80fd\u7684\u52a8\u6001\u54cd\u5e94\u548c\u6548\u7387\u7684\u51b3\u5b9a\u6027\u4f5c\u7528\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u3001\u5236\u5907\u53ca\u5668\u4ef6\u4f18\u5316\u63d0\u4f9b\u4e86\u79d1\u5b66\u6307\u5bfc\u548c\u7406\u8bba\u652f\u6301\u3002\u540e\u7eed\u5c06\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u5f00\u5c55\u5b9a\u91cf\u5206\u6790\u4e0e\u6a21\u578b\u6784\u5efa\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u7684\u6807\u51c6\u5316\u548c\u9ad8\u6548\u5e94\u7528\u3002\n\n```\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u7ee7\u7eed\u534f\u52a9\u57fa\u4e8e\u6b64\u5217\u8868\u8fdb\u884c\u5177\u4f53\u6750\u6599\u4f53\u7cfb\u7684\u5b9a\u91cf\u5206\u6790\u548c\u6027\u80fd\u4f18\u5316\u5efa\u8bae\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868", + "content": "# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\uff09\u3001\u8fc7\u6e21\u91d1\u5c5e\u4e0e\u786b\u65cf\u5143\u7d20\uff08TMDCs\uff09\u3001\u5364\u7d20\u5143\u7d20\uff08\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u7b49\u51b3\u5b9a\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u884c\u4e3a \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742** \n - \u6742\u8d28\u7f3a\u9677\u5f15\u5165\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u63a7\u5e26\u9699\u53ca\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u4e3a\u95f4\u63a5\uff0c\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u8282\u6fc0\u5b50\u675f\u7f1a\u548c\u590d\u5408\u52a8\u529b\u5b66 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u53d8\u5316\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u7f3a\u9677\u7ed3\u6784** \n - \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u5f3a\u5ea6 \n\n4. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u3001\u754c\u9762\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb \n\n## \u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08TMDCs\u5355\u5c42\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u7a33\u5b9a\u6fc0\u5b50\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u6027\u80fd \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u53ca\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6** \n - \u9ad8\u8fc1\u79fb\u7387\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u5347\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387 \n - \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3001\u8fc1\u79fb\u65f6\u95f4\u7b49\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u76f4\u63a5\u51b3\u5b9a\u5149\u7535\u5668\u4ef6\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u548c\u8c03\u5236\u5668\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981 \n\n## \u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\n1. **\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u5347\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff08\u5982\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387 \n\n2. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u5bf9\u5e94\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\u975e\u7ebf\u6027\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b \n\n## \u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\uff08\u591a\u5c3a\u5ea6\u5f71\u54cd\uff09** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\uff08\u539f\u5b50\u5c3a\u5ea6\u7f3a\u9677\u3001\u754c\u9762\u7c97\u7cd9\u5ea6\uff09\u5bfc\u81f4\u590d\u5408\u635f\u5931\uff0c\u9700\u901a\u8fc7\u6750\u6599\u9009\u62e9\u548c\u5de5\u827a\u4f18\u5316\u964d\u4f4e \n - \u754c\u9762\u7535\u573a\uff08\u5185\u5efa\u7535\u573a\u3001\u754c\u9762\u6781\u5316\uff09\u9a71\u52a8\u8f7d\u6d41\u5b50\u6709\u6548\u5206\u79bb\uff0c\u589e\u5f3a\u5149\u7535\u8f6c\u6362\u6548\u7387 \n - \u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u7b56\u7565\uff08\u4ece\u539f\u5b50\u7ea7\u5230\u5668\u4ef6\u7ea7\uff09\u662f\u63d0\u5347\u5668\u4ef6\u6027\u80fd\u7684\u5173\u952e \n\n## \u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff08\u77f3\u58a8\u70ef\u3001MoS2\u7b49\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u9000\u5316\uff08\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u4f5c\u7528\u5bfc\u81f4\u6027\u80fd\u9000\u5316 \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027 \n\n## \u4e03\u3001\u5149\u70ed\u6548\u5e94\u56e0\u7d20\n- \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\n\n---\n\n# \u603b\u7ed3\n\n\u672c\u5217\u8868\u7cfb\u7edf\u4e14\u5168\u9762\u5730\u53cd\u6620\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u6db5\u76d6\u4e86\u4ece\u5fae\u89c2\u7ec4\u6210\u3001\u7ed3\u6784\u8c03\u63a7\u5230\u5b8f\u89c2\u6027\u80fd\u8868\u73b0\u7684\u591a\u5c42\u6b21\u7269\u7406\u673a\u5236\u3002\u7279\u522b\u5f3a\u8c03\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u548c\u5f02\u8d28\u7ed3\u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u5bf9\u5149\u7535\u6027\u80fd\u7684\u52a8\u6001\u54cd\u5e94\u548c\u6548\u7387\u7684\u51b3\u5b9a\u6027\u4f5c\u7528\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u3001\u5236\u5907\u53ca\u5668\u4ef6\u4f18\u5316\u63d0\u4f9b\u4e86\u79d1\u5b66\u6307\u5bfc\u548c\u7406\u8bba\u652f\u6301\u3002\u540e\u7eed\u5c06\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u5f00\u5c55\u5b9a\u91cf\u5206\u6790\u4e0e\u6a21\u578b\u6784\u5efa\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u7684\u6807\u51c6\u5316\u548c\u9ad8\u6548\u5e94\u7528\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u56e0\u7d20\u7269\u7406\u673a\u5236\u5206\u6790", + "InputName_List": [ + "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868" + ], + "OutputName": "\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3", + "chatLog": [], + "inputObject_Record": [ + { + "\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868": "# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20\n1. **\u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b** \n - \u5355\u5143\u7d20\uff08\u5982\u77f3\u58a8\u70ef\u78b3\uff09\u3001\u8fc7\u6e21\u91d1\u5c5e\u4e0e\u786b\u65cf\u5143\u7d20\uff08TMDCs\uff09\u3001\u5364\u7d20\u5143\u7d20\uff08\u4e8c\u7ef4\u5364\u5316\u7269\uff09\u7b49\u51b3\u5b9a\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u884c\u4e3a \n - \u5171\u4ef7\u952e\u5f3a\u5ea6\uff08\u5c42\u5185\uff09\u4e0e\u8303\u5fb7\u534e\u529b\uff08\u5c42\u95f4\uff09\u5f71\u54cd\u7535\u5b50\u6001\u5bc6\u5ea6\u3001\u5e26\u9699\u5927\u5c0f\u4e0e\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09 \n - \u8868\u9762\u5b98\u80fd\u56e2\uff08\u5982MXenes\u7684-OH\u3001-F\uff09\u8c03\u63a7\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94 \n\n2. **\u6742\u8d28\u4e0e\u63ba\u6742** \n - \u6742\u8d28\u7f3a\u9677\u5f15\u5165\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u6548\u7387 \n - \u63ba\u6742\u8c03\u8282\u8f7d\u6d41\u5b50\u7c7b\u578b\u548c\u6d53\u5ea6\uff0c\u8c03\u63a7\u5e26\u9699\u53ca\u8fc1\u79fb\u7387 \n\n## \u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20\n1. **\u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408** \n - \u5355\u5c42\u4e0e\u591a\u5c42\u5bfc\u81f4\u5e26\u9699\u7531\u76f4\u63a5\u8f6c\u4e3a\u95f4\u63a5\uff0c\u5f71\u54cd\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84 \n - \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u8282\u6fc0\u5b50\u675f\u7f1a\u548c\u590d\u5408\u52a8\u529b\u5b66 \n\n2. **\u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8** \n - \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u53d8\u5316\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7ea2\u79fb\u6216\u84dd\u79fb \n - \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\uff0c\u5f71\u54cd\u6fc0\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf \n\n3. **\u7f3a\u9677\u7ed3\u6784** \n - \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u5f3a\u5ea6 \n\n4. **\u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784** \n - \u8868\u9762\u5b98\u80fd\u56e2\u3001\u754c\u9762\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u5149\u5438\u6536\u7279\u6027 \n - \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb \n\n## \u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f** \n - \u76f4\u63a5\u5e26\u9699\u5229\u4e8e\u9ad8\u6548\u5149\u5438\u6536\u548c\u53d1\u5149\uff08TMDCs\u5355\u5c42\uff09 \n - \u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u9002\u5408\u9ad8\u901f\u7535\u5b50\u8f93\u8fd0\uff08\u77f3\u58a8\u70ef\uff09 \n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd** \n - \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u7a33\u5b9a\u6fc0\u5b50\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u6027\u80fd \n\n3. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u53ca\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6** \n - \u9ad8\u8fc1\u79fb\u7387\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6 \n - \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u5347\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387 \n - \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3001\u8fc1\u79fb\u65f6\u95f4\u7b49\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u76f4\u63a5\u51b3\u5b9a\u5149\u7535\u5668\u4ef6\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u548c\u8c03\u5236\u5668\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981 \n\n## \u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20\n1. **\u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570** \n - \u5bbd\u5149\u8c31\u5438\u6536\u63d0\u5347\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff08\u5982\u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\uff09 \n - \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u5149\u5438\u6536\u6548\u7387 \n\n2. **\u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6** \n - \u53d1\u5149\u6ce2\u957f\u5bf9\u5e94\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7 \n - \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u548c\u590d\u5408\u673a\u5236\u8c03\u63a7 \n\n3. **\u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94** \n - \u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u3001\u5149\u5b66\u514b\u5c14\u6548\u5e94\u7b49\u975e\u7ebf\u6027\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b \n\n## \u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20\n1. **\u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970** \n - \u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316 \n - \u8868\u9762\u949d\u5316\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d \n\n2. **\u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b\uff08\u591a\u5c3a\u5ea6\u5f71\u54cd\uff09** \n - \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6027\u80fd \n - \u754c\u9762\u7f3a\u9677\uff08\u539f\u5b50\u5c3a\u5ea6\u7f3a\u9677\u3001\u754c\u9762\u7c97\u7cd9\u5ea6\uff09\u5bfc\u81f4\u590d\u5408\u635f\u5931\uff0c\u9700\u901a\u8fc7\u6750\u6599\u9009\u62e9\u548c\u5de5\u827a\u4f18\u5316\u964d\u4f4e \n - \u754c\u9762\u7535\u573a\uff08\u5185\u5efa\u7535\u573a\u3001\u754c\u9762\u6781\u5316\uff09\u9a71\u52a8\u8f7d\u6d41\u5b50\u6709\u6548\u5206\u79bb\uff0c\u589e\u5f3a\u5149\u7535\u8f6c\u6362\u6548\u7387 \n - \u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u7b56\u7565\uff08\u4ece\u539f\u5b50\u7ea7\u5230\u5668\u4ef6\u7ea7\uff09\u662f\u63d0\u5347\u5668\u4ef6\u6027\u80fd\u7684\u5173\u952e \n\n## \u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20\n1. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027** \n - \u7ed3\u6784\u7a33\u5b9a\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff08\u77f3\u58a8\u70ef\u3001MoS2\u7b49\uff09 \n - \u4e9a\u7a33\u6001\u6216\u4e0d\u7a33\u5b9a\u6750\u6599\u6613\u9000\u5316\uff08\u9ed1\u78f7\u3001\u4e8c\u7ef4\u5364\u5316\u7269\uff09 \n\n2. **\u73af\u5883\u654f\u611f\u6027** \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u4f5c\u7528\u5bfc\u81f4\u6027\u80fd\u9000\u5316 \n - \u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u63d0\u5347\u73af\u5883\u7a33\u5b9a\u6027 \n\n## \u4e03\u3001\u5149\u70ed\u6548\u5e94\u56e0\u7d20\n- \u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u5f71\u54cd\u8f7d\u6d41\u5b50\u590d\u5408\u548c\u8fc1\u79fb\uff0c\u5f71\u54cd\u5668\u4ef6\u6027\u80fd\u53ca\u7a33\u5b9a\u6027\n\n---\n\n# \u603b\u7ed3\n\n\u672c\u5217\u8868\u7cfb\u7edf\u4e14\u5168\u9762\u5730\u53cd\u6620\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u6db5\u76d6\u4e86\u4ece\u5fae\u89c2\u7ec4\u6210\u3001\u7ed3\u6784\u8c03\u63a7\u5230\u5b8f\u89c2\u6027\u80fd\u8868\u73b0\u7684\u591a\u5c42\u6b21\u7269\u7406\u673a\u5236\u3002\u7279\u522b\u5f3a\u8c03\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6\u548c\u5f02\u8d28\u7ed3\u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u5bf9\u5149\u7535\u6027\u80fd\u7684\u52a8\u6001\u54cd\u5e94\u548c\u6548\u7387\u7684\u51b3\u5b9a\u6027\u4f5c\u7528\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u7684\u8bbe\u8ba1\u3001\u5236\u5907\u53ca\u5668\u4ef6\u4f18\u5316\u63d0\u4f9b\u4e86\u79d1\u5b66\u6307\u5bfc\u548c\u7406\u8bba\u652f\u6301\u3002\u540e\u7eed\u5c06\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\uff0c\u5f00\u5c55\u5b9a\u91cf\u5206\u6790\u4e0e\u6a21\u578b\u6784\u5efa\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u7814\u7a76\u7684\u6807\u51c6\u5316\u548c\u9ad8\u6548\u5e94\u7528\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6839\u636e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u4e2d\u5404\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u5047\u8bbe\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868" + ], + "Action_Result": "\u6839\u636e\u5f71\u54cd\u56e0\u7d20\u521d\u6b65\u5217\u8868\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u5047\u8bbe\uff1a\n\n\u4e00\u3001\u7ec4\u6210\u4e0e\u5316\u5b66\u7ed3\u6784\u56e0\u7d20 \n1. \u5143\u7d20\u79cd\u7c7b\u53ca\u5316\u5b66\u952e\u7c7b\u578b \n- \u4e0d\u540c\u5143\u7d20\u7ec4\u6210\u51b3\u5b9a\u539f\u5b50\u8f68\u9053\u80fd\u7ea7\u548c\u6742\u5316\u65b9\u5f0f\uff0c\u8fdb\u800c\u5f71\u54cd\u80fd\u5e26\u7ed3\u6784\uff08\u5e26\u9699\u5927\u5c0f\u3001\u5e26\u578b\uff09\u548c\u6fc0\u5b50\u5f62\u6210\u80fd\u3002 \n- \u5171\u4ef7\u952e\u5f3a\u5ea6\u51b3\u5b9a\u5c42\u5185\u7535\u5b50\u7684\u79bb\u57df\u7a0b\u5ea6\u548c\u6709\u6548\u8d28\u91cf\uff0c\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u5f71\u54cd\u5c42\u95f4\u7535\u5b50\u8026\u5408\uff0c\u8fdb\u800c\u8c03\u8282\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84\u548c\u6fc0\u5b50\u675f\u7f1a\u6001\u3002 \n- \u8868\u9762\u5b98\u80fd\u56e2\u901a\u8fc7\u5f15\u5165\u5c40\u57df\u7535\u573a\u548c\u8c03\u8282\u8868\u9762\u6001\u80fd\u7ea7\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u590d\u5408\u52a8\u529b\u5b66\uff0c\u6539\u53d8\u5149\u7535\u54cd\u5e94\u6548\u7387\u3002 \n\n2. \u6742\u8d28\u4e0e\u63ba\u6742 \n- \u6742\u8d28\u7f3a\u9677\u5f62\u6210\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u589e\u52a0\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5149\u81f4\u53d1\u5149\u6548\u7387\u3002 \n- \u63ba\u6742\u6539\u53d8\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u7c7b\u578b\uff0c\u8c03\u8282\u8d39\u7c73\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5f71\u54cd\u5e26\u9699\u8c03\u5236\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u8fdb\u800c\u8c03\u6574\u5149\u7535\u6027\u80fd\u3002 \n\n\u4e8c\u3001\u6676\u4f53\u7ed3\u6784\u4e0e\u5f62\u8c8c\u56e0\u7d20 \n1. \u5c42\u6570\u4e0e\u5c42\u95f4\u8026\u5408 \n- \u5355\u5c42\u4e8c\u7ef4\u6750\u6599\u901a\u5e38\u5448\u73b0\u76f4\u63a5\u5e26\u9699\uff0c\u5229\u4e8e\u6fc0\u5b50\u5f62\u6210\u548c\u5149\u53d1\u5c04\uff1b\u591a\u5c42\u7ed3\u6784\u5c42\u95f4\u8026\u5408\u5bfc\u81f4\u5e26\u9699\u53d8\u4e3a\u95f4\u63a5\uff0c\u964d\u4f4e\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u5149\u81f4\u53d1\u5149\u6548\u7387\u3002 \n- \u5c42\u95f4\u8303\u5fb7\u534e\u529b\u5f3a\u5f31\u8c03\u63a7\u6fc0\u5b50\u590d\u5408\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u8def\u5f84\uff0c\u5f71\u54cd\u5149\u7535\u54cd\u5e94\u65f6\u95f4\u548c\u6548\u7387\u3002 \n\n2. \u6676\u683c\u7578\u53d8\u4e0e\u5e94\u53d8 \n- \u6676\u683c\u5e38\u6570\u53d8\u5316\u5f15\u8d77\u80fd\u5e26\u8fb9\u7f18\u6001\u80fd\u7ea7\u6f02\u79fb\uff0c\u5bfc\u81f4\u5438\u6536\u8fb9\u7684\u7ea2\u79fb\u6216\u84dd\u79fb\uff0c\u8c03\u8282\u5149\u5438\u6536\u8fb9\u754c\u3002 \n- \u5e94\u53d8\u8bf1\u5bfc\u5c40\u57df\u6001\u5f62\u6210\uff0c\u6539\u53d8\u6fc0\u5b50\u6001\u5206\u5e03\u548c\u8f7d\u6d41\u5b50\u6709\u6548\u8d28\u91cf\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u590d\u5408\u673a\u5236\u3002 \n\n3. \u7f3a\u9677\u7ed3\u6784 \n- \u7a7a\u4f4d\u3001\u8fb9\u754c\u7b49\u7f3a\u9677\u4f5c\u4e3a\u590d\u5408\u4e2d\u5fc3\uff0c\u589e\u52a0\u975e\u8f90\u5c04\u590d\u5408\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u53d1\u5149\u5f3a\u5ea6\u3002 \n\n4. \u8868\u9762\u53ca\u754c\u9762\u7ed3\u6784 \n- \u8868\u9762\u5b98\u80fd\u56e2\u548c\u754c\u9762\u6001\u901a\u8fc7\u8c03\u8282\u5c40\u57df\u7535\u573a\u548c\u8f7d\u6d41\u5b50\u80fd\u7ea7\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u590d\u5408\u7387\u548c\u5149\u5438\u6536\u7279\u6027\u7684\u8c03\u63a7\u3002 \n- \u6709\u673a-\u65e0\u673a\u6742\u5316\u6750\u6599\u4e2d\u6709\u673a\u5c42\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84\u548c\u754c\u9762\u6001\u5bc6\u5ea6\uff0c\u8c03\u8282\u5149\u7535\u6027\u80fd\u3002 \n\n\u4e09\u3001\u7535\u5b50\u7ed3\u6784\u4e0e\u80fd\u5e26\u7279\u5f81\u56e0\u7d20 \n1. \u5e26\u9699\u7c7b\u578b\u4e0e\u5927\u5c0f \n- \u76f4\u63a5\u5e26\u9699\u6750\u6599\u6fc0\u53d1\u6001\u6fc0\u5b50\u590d\u5408\u6548\u7387\u9ad8\uff0c\u5229\u4e8e\u53d1\u5149\u548c\u5149\u5438\u6536\uff1b\u96f6\u5e26\u9699\u6216\u7a84\u5e26\u9699\u6750\u6599\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u9ad8\uff0c\u9002\u5408\u9ad8\u901f\u7535\u5b50\u5668\u4ef6\u3002 \n\n2. \u6fc0\u5b50\u7ed3\u5408\u80fd \n- \u9ad8\u6fc0\u5b50\u7ed3\u5408\u80fd\u589e\u5f3a\u6fc0\u5b50\u7a33\u5b9a\u6027\u4f46\u964d\u4f4e\u5149\u751f\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\uff0c\u5f71\u54cd\u5149\u4f0f\u5668\u4ef6\u7684\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n\n3. \u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u53ca\u52a8\u529b\u5b66\u65f6\u95f4\u5c3a\u5ea6 \n- \u9ad8\u8fc1\u79fb\u7387\u51cf\u5c11\u8f7d\u6d41\u5b50\u6563\u5c04\uff0c\u63d0\u5347\u5149\u7535\u6d41\u548c\u54cd\u5e94\u901f\u5ea6\u3002 \n- \u957f\u5bff\u547d\u51cf\u5c11\u975e\u8f90\u5c04\u590d\u5408\uff0c\u63d0\u9ad8\u53d1\u5149\u548c\u5149\u4f0f\u6548\u7387\u3002 \n- \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u548c\u8fc1\u79fb\u65f6\u95f4\u51b3\u5b9a\u5668\u4ef6\u54cd\u5e94\u65f6\u95f4\u548c\u6548\u7387\uff0c\u5173\u952e\u4e8e\u9ad8\u901f\u5149\u7535\u63a2\u6d4b\u5668\u8bbe\u8ba1\u3002 \n\n\u56db\u3001\u5149\u5b66\u5438\u6536\u4e0e\u53d1\u5c04\u7279\u6027\u56e0\u7d20 \n1. \u5438\u6536\u8c31\u8303\u56f4\u4e0e\u5438\u6536\u7cfb\u6570 \n- \u5bbd\u5149\u8c31\u5438\u6536\u589e\u52a0\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u7387\uff0c\u63d0\u9ad8\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n- \u5438\u6536\u7cfb\u6570\u5927\u5c0f\u51b3\u5b9a\u6750\u6599\u5bf9\u5149\u7684\u5229\u7528\u6548\u7387\u3002 \n\n2. \u53d1\u5149\u5cf0\u4f4d\u7f6e\u4e0e\u5f3a\u5ea6 \n- \u53d1\u5149\u6ce2\u957f\u53cd\u6620\u6fc0\u5b50\u590d\u5408\u6001\u80fd\u7ea7\uff0c\u53d7\u6750\u6599\u80fd\u5e26\u7ed3\u6784\u548c\u7f3a\u9677\u6001\u8c03\u63a7\u3002 \n- \u53d1\u5149\u5f3a\u5ea6\u53d7\u7f3a\u9677\u6001\u975e\u8f90\u5c04\u590d\u5408\u5f71\u54cd\uff0c\u7f3a\u9677\u51cf\u5c11\u5219\u53d1\u5149\u6548\u7387\u63d0\u5347\u3002 \n\n3. \u975e\u7ebf\u6027\u5149\u5b66\u54cd\u5e94 \n- \u975e\u7ebf\u6027\u6548\u5e94\u5982\u4e8c\u6b21\u8c10\u6ce2\u4ea7\u751f\u548c\u5149\u5b66\u514b\u5c14\u6548\u5e94\u5f71\u54cd\u5149\u5b66\u8c03\u5236\u80fd\u529b\uff0c\u62d3\u5c55\u5149\u7535\u5668\u4ef6\u529f\u80fd\u3002 \n\n\u4e94\u3001\u8868\u9762\u4e0e\u754c\u9762\u8c03\u63a7\u56e0\u7d20 \n1. \u8868\u9762\u5b98\u80fd\u56e2\u4e0e\u5316\u5b66\u4fee\u9970 \n- \u901a\u8fc7\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u4f4d\u7f6e\uff0c\u5b9e\u73b0\u5149\u7535\u6027\u80fd\u4f18\u5316\u3002 \n- \u8868\u9762\u949d\u5316\u964d\u4f4e\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n\n2. \u5f02\u8d28\u7ed3\u4e0e\u754c\u9762\u5de5\u7a0b \n- \u754c\u9762\u80fd\u7ea7\u5339\u914d\u4fc3\u8fdb\u6fc0\u5b50\u5206\u79bb\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\uff0c\u63d0\u5347\u5149\u4f0f\u548c\u5149\u7535\u63a2\u6d4b\u6548\u7387\u3002 \n- \u754c\u9762\u7f3a\u9677\u589e\u52a0\u590d\u5408\u635f\u5931\uff0c\u964d\u4f4e\u5668\u4ef6\u6027\u80fd\u3002 \n- \u5185\u5efa\u7535\u573a\u548c\u754c\u9762\u6781\u5316\u9a71\u52a8\u8f7d\u6d41\u5b50\u6709\u6548\u5206\u79bb\uff0c\u589e\u5f3a\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n- \u591a\u5c3a\u5ea6\u754c\u9762\u8c03\u63a7\u4ece\u539f\u5b50\u7ea7\u5230\u5668\u4ef6\u7ea7\u5f71\u54cd\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u548c\u5668\u4ef6\u6027\u80fd\u3002 \n\n\u516d\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20 \n1. \u70ed\u529b\u5b66\u7a33\u5b9a\u6027 \n- \u7ed3\u6784\u7a33\u5b9a\u6027\u4fdd\u8bc1\u5149\u7535\u6027\u80fd\u957f\u671f\u53ef\u9760\uff0c\u4e9a\u7a33\u6001\u6750\u6599\u6613\u6027\u80fd\u9000\u5316\u3002 \n\n2. \u73af\u5883\u654f\u611f\u6027 \n- 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+ }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u5047\u8bbe\uff0c\u63d0\u51fa\u5149\u7535\u8f6c\u6362\u673a\u5236\u4e2d\u5173\u952e\u7269\u7406\u8fc7\u7a0b\u7684\u8be6\u7ec6\u89e3\u91ca\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u63d0\u51fa\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7269\u7406\u673a\u5236\u5047\u8bbe\uff0c\u7ed3\u5408\u5149\u7535\u8f6c\u6362\u7684\u7269\u7406\u8fc7\u7a0b\uff0c\u6211\u8fdb\u4e00\u6b65\u8be6\u7ec6\u9610\u8ff0\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u8f6c\u6362\u673a\u5236\u4e2d\u7684\u5173\u952e\u7269\u7406\u8fc7\u7a0b\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u4ea7\u751f \n\u4e8c\u7ef4\u6750\u6599\u5438\u6536\u5149\u5b50\u65f6\uff0c\u5149\u5b50\u80fd\u91cf\u6fc0\u53d1\u4ef7\u5e26\u7535\u5b50\u8dc3\u8fc1\u81f3\u5bfc\u5e26\uff0c\u5f62\u6210\u6fc0\u5b50\uff08\u675f\u7f1a\u7684\u7535\u5b50-\u7a7a\u7a74\u5bf9\uff09\u3002\u8be5\u8fc7\u7a0b\u53d7\u6750\u6599\u7684\u5e26\u9699\u7c7b\u578b\u548c\u5927\u5c0f\u51b3\u5b9a\uff1a \n- \u76f4\u63a5\u5e26\u9699\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u5355\u5c42TMDCs\uff09\u5177\u6709\u8f83\u9ad8\u7684\u5149\u5438\u6536\u622a\u9762\u548c\u6fc0\u5b50\u751f\u6210\u6548\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u8f83\u9ad8\uff0c\u6fc0\u5b50\u6001\u7a33\u5b9a\uff0c\u5229\u4e8e\u9ad8\u6548\u5149\u53d1\u5c04\u3002 \n- \u95f4\u63a5\u5e26\u9699\u6216\u96f6\u5e26\u9699\u6750\u6599\uff08\u5982\u591a\u5c42TMDCs\u3001\u77f3\u58a8\u70ef\uff09\u6fc0\u5b50\u7ed3\u5408\u8f83\u5f31\uff0c\u5438\u6536\u673a\u5236\u66f4\u4f9d\u8d56\u81ea\u7531\u8f7d\u6d41\u5b50\u4ea7\u751f\uff0c\u9002\u5408\u9ad8\u901f\u5149\u7535\u54cd\u5e94\u3002 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\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4fdd\u8bc1\u6750\u6599\u7ed3\u6784\u7684\u957f\u671f\u7a33\u5b9a\uff0c\u9632\u6b62\u76f8\u53d8\u548c\u9000\u5316\uff0c\u7ef4\u6301\u5149\u7535\u6027\u80fd\u7684\u53ef\u9760\u6027\u3002 \n- \u73af\u5883\u56e0\u7d20\uff08\u5982\u6c27\u5316\u3001\u6c34\u89e3\uff09\u4f1a\u5f15\u5165\u65b0\u7684\u7f3a\u9677\u548c\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5668\u4ef6\u5bff\u547d\uff0c\u9700\u91c7\u7528\u5c01\u88c5\u548c\u949d\u5316\u6280\u672f\u52a0\u4ee5\u9632\u62a4\u3002 \n- \u5149\u70ed\u6548\u5e94\u5bfc\u81f4\u5c40\u90e8\u6e29\u5ea6\u5347\u9ad8\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\uff0c\u53ef\u80fd\u5f15\u53d1\u6027\u80fd\u8870\u51cf\u548c\u5668\u4ef6\u5931\u6548\uff0c\u9700\u5408\u7406\u8bbe\u8ba1\u6563\u70ed\u7ed3\u6784\u3002\n\n\u516d\u3001\u5b9a\u91cf\u6a21\u578b\u5c55\u671b \n- \u7ed3\u5408\u5b9e\u9a8c\u5149\u8c31\u5b66\uff08\u5149\u81f4\u53d1\u5149\u3001\u77ac\u6001\u5438\u6536\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\uff09\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5efa\u7acb\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u8fc1\u79fb\u7387\u3001\u5bff\u547d\u7b49\u5173\u952e\u53c2\u6570\u7684\u5b9a\u91cf\u6a21\u578b\u3002 \n- \u6784\u5efa\u5305\u542b\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u53ca\u754c\u9762\u7535\u573a\u8026\u5408\u7684\u591a\u7269\u7406\u573a\u6a21\u578b\uff0c\u9884\u6d4b\u4e0d\u540c\u6750\u6599\u4f53\u7cfb\u548c\u7ed3\u6784\u53c2\u6570\u5bf9\u5149\u7535\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n- \u5229\u7528\u6a21\u578b\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\uff08\u5143\u7d20\u63ba\u6742\u3001\u5e94\u53d8\u5de5\u7a0b\uff09\u3001\u754c\u9762\u5de5\u7a0b\uff08\u5f02\u8d28\u7ed3\u8bbe\u8ba1\u3001\u8868\u9762\u949d\u5316\uff09\u548c\u5668\u4ef6\u4f18\u5316\uff0c\u5b9e\u73b0\u9ad8\u6548\u7a33\u5b9a\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u3002\n\n\u7efc\u4e0a\uff0c\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u8f6c\u6362\u662f\u5149\u5438\u6536\u6fc0\u53d1\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u5206\u79bb\u4e0e\u8f93\u8fd0\u3001\u754c\u9762\u8c03\u63a7\u53ca\u73af\u5883\u7a33\u5b9a\u6027\u7b49\u591a\u7269\u7406\u8fc7\u7a0b\u9ad8\u5ea6\u8026\u5408\u7684\u590d\u6742\u4f53\u7cfb\u3002\u6df1\u5165\u7406\u89e3\u548c\u5b9a\u91cf\u63cf\u8ff0\u8fd9\u4e9b\u673a\u5236\uff0c\u6709\u52a9\u4e8e\u7cbe\u51c6\u8c03\u63a7\u6750\u6599\u548c\u5668\u4ef6\u7ed3\u6784\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5e94\u7528\u7684\u6807\u51c6\u5316\u548c\u9ad8\u6548\u5316\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u53cc\u65b9\u7684\u7814\u7a76\u6210\u679c\uff0c\u5f62\u6210\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u8be6\u7ec6\u89e3\u6790\u62a5\u544a\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u7ecf\u8fc7\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u6df1\u5165\u4ea4\u6d41\u548c\u53cd\u9988\u6574\u5408\uff0c\u6211\u4eec\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u8fdb\u884c\u4e86\u7cfb\u7edf\u4e14\u7ec6\u81f4\u7684\u9610\u8ff0\uff0c\u6db5\u76d6\u4e86\u4ece\u5fae\u89c2\u7535\u5b50\u7ed3\u6784\u5230\u5b8f\u89c2\u5668\u4ef6\u6027\u80fd\u7684\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u8fc7\u7a0b\u8026\u5408\u3002\u8be5\u89e3\u6790\u4e0d\u4ec5\u5f3a\u8c03\u4e86\u4e0d\u540c\u6750\u6599\u4f53\u7cfb\uff08\u5982\u77f3\u58a8\u70ef\u3001TMDCs\u3001\u4e8c\u7ef4\u5364\u5316\u7269\u7b49\uff09\u5728\u5149\u7535\u884c\u4e3a\u4e0a\u7684\u672c\u8d28\u5dee\u5f02\uff0c\u8fd8\u660e\u786e\u4e86\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u53ca\u754c\u9762\u8c03\u63a7\u7b49\u5173\u952e\u8fc7\u7a0b\u7684\u5b9a\u91cf\u5173\u7cfb\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u7406\u8bba\u6307\u5bfc\u4ef7\u503c\u548c\u5b9e\u9a8c\u9a8c\u8bc1\u6f5c\u529b\u3002\n\n\u4ee5\u4e0b\u662f\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u673a\u5236\u8be6\u7ec6\u89e3\u6790\u62a5\u544a\uff1a\n\n```\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3\n\u4e00\u3001\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u4ea7\u751f\u673a\u5236 \n\u4e8c\u7ef4\u6750\u6599\u5438\u6536\u5149\u5b50\u65f6\uff0c\u4ef7\u5e26\u7535\u5b50\u8dc3\u8fc1\u81f3\u5bfc\u5e26\uff0c\u5f62\u6210\u675f\u7f1a\u7684\u6fc0\u5b50\u6001\u3002\u8be5\u8fc7\u7a0b\u6548\u7387\u53d7\u5e26\u9699\u7c7b\u578b\u548c\u80fd\u5e26\u7ed3\u6784\u51b3\u5b9a\uff1a \n- \u76f4\u63a5\u5e26\u9699\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u5355\u5c42TMDCs\uff09\u5177\u6709\u9ad8\u5149\u5438\u6536\u622a\u9762\u548c\u663e\u8457\u6fc0\u5b50\u7ed3\u5408\u80fd\uff08\u6570\u767emeV\uff09\uff0c\u6fc0\u5b50\u6001\u7a33\u5b9a\u4e14\u5bff\u547d\u8f83\u957f\uff0c\u6709\u5229\u4e8e\u9ad8\u6548\u53d1\u5149\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\u3002 \n- \u95f4\u63a5\u5e26\u9699\u6216\u96f6\u5e26\u9699\u6750\u6599\uff08\u5982\u591a\u5c42TMDCs\u3001\u77f3\u58a8\u70ef\uff09\u6fc0\u5b50\u7ed3\u5408\u80fd\u8f83\u4f4e\uff0c\u6fc0\u5b50\u6001\u4e0d\u7a33\u5b9a\uff0c\u5438\u6536\u4e3b\u8981\u4ea7\u751f\u81ea\u7531\u8f7d\u6d41\u5b50\uff0c\u9002\u5408\u9ad8\u901f\u5149\u7535\u54cd\u5e94\u4f46\u53d1\u5149\u6548\u7387\u8f83\u4f4e\u3002 \n- \u5438\u6536\u8c31\u8303\u56f4\u548c\u5438\u6536\u7cfb\u6570\uff08\u901a\u5e38>10^5 cm^-1\uff09\u76f4\u63a5\u5f71\u54cd\u5149\u751f\u8f7d\u6d41\u5b50\u6570\u76ee\uff0c\u5bbd\u5149\u8c31\u5438\u6536\u8986\u76d6\u53ef\u89c1\u81f3\u8fd1\u7ea2\u5916\u6709\u5229\u4e8e\u63d0\u5347\u8f6c\u6362\u6548\u7387\u3002 \n- \u5143\u7d20\u7ec4\u6210\u548c\u5316\u5b66\u952e\u7c7b\u578b\u8c03\u63a7\u80fd\u5e26\u7ed3\u6784\uff0c\u5f71\u54cd\u5438\u6536\u8fb9\u7f18\u548c\u6fc0\u5b50\u6001\u5206\u5e03\u3002\n\n\u4e8c\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u4e0e\u5206\u79bb\u673a\u5236 \n\u6fc0\u5b50\u5f62\u6210\u540e\uff0c\u5176\u6269\u6563\u3001\u8fc1\u79fb\u53ca\u89e3\u79bb\u8fc7\u7a0b\u51b3\u5b9a\u6709\u6548\u5149\u751f\u8f7d\u6d41\u5b50\u4ea7\u751f\uff1a \n- \u6fc0\u5b50\u6269\u6563\u957f\u5ea6\uff0810-100 nm\uff09\u53d7\u6676\u683c\u7f3a\u9677\u3001\u6742\u8d28\u3001\u754c\u9762\u6001\u5f71\u54cd\uff0c\u7f3a\u9677\u5bc6\u5ea6\u9ad8\u9650\u5236\u8fc1\u79fb\uff0c\u964d\u4f4e\u6fc0\u5b50\u5230\u8fbe\u754c\u9762\u89e3\u79bb\u6982\u7387\u3002 \n- \u6fc0\u5b50\u89e3\u79bb\u4f9d\u8d56\u754c\u9762\u5185\u5efa\u7535\u573a\uff08\u5f02\u8d28\u7ed3\u754c\u9762\uff09\u3001\u5916\u52a0\u7535\u573a\u6216\u5e94\u53d8\u8bf1\u5bfc\u52bf\u9631\uff0c\u7535\u573a\u5f3a\u5ea6\u51b3\u5b9a\u89e3\u79bb\u6548\u7387\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u8d8a\u9ad8\uff0c\u6240\u9700\u7535\u573a\u8d8a\u5f3a\u3002 \n- 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+ } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u7684\u8be6\u7ec6\u7406\u89e3\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u4e2d\u53ef\u80fd\u5f71\u54cd\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3" + ], + "Action_Result": "\u57fa\u4e8e\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3\uff0c\u4e8c\u7ef4\u6750\u6599\u4e2d\u5f71\u54cd\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u56e0\u7d20\u53ef\u5f52\u7eb3\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u80fd\u5e26\u7ed3\u6784** \n - 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\n - \u8f7d\u6d41\u5b50\u5bff\u547d\u53d7\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\u5f71\u54cd\uff0c\u7f3a\u9677\u949d\u5316\u548c\u8868\u9762\u5316\u5b66\u4fee\u9970\u53ef\u5ef6\u957f\u5bff\u547d\u3002\n\n6. **\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u4e0e\u8fc1\u79fb\u65f6\u95f4** \n - \u5f71\u54cd\u5668\u4ef6\u54cd\u5e94\u65f6\u95f4\uff0c\u5c24\u5176\u5bf9\u9ad8\u901f\u5149\u63a2\u6d4b\u5668\u548c\u5149\u8c03\u5236\u5668\u81f3\u5173\u91cd\u8981\u3002\n\n7. **\u754c\u9762\u7ed3\u6784\u4e0e\u8868\u9762\u5316\u5b66\u4fee\u9970** \n - \u754c\u9762\u7f3a\u9677\u548c\u7c97\u7cd9\u5ea6\u589e\u52a0\u975e\u8f90\u5c04\u590d\u5408\uff0c\u964d\u4f4e\u6027\u80fd\u3002 \n - \u8868\u9762\u5b98\u80fd\u56e2\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u949d\u5316\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\u3002\n\n8. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u56e0\u7d20** \n - \u6750\u6599\u7684\u7ed3\u6784\u7a33\u5b9a\u6027\u4fdd\u8bc1\u957f\u671f\u6027\u80fd\u3002 \n - \u6c27\u5316\u3001\u6c34\u89e3\u7b49\u73af\u5883\u56e0\u7d20\u5f15\u5165\u7f3a\u9677\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5668\u4ef6\u5bff\u547d\u3002 \n - \u5149\u70ed\u6548\u5e94\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\uff0c\u9700\u5408\u7406\u6563\u70ed\u8bbe\u8ba1\u3002\n\n\u7efc\u4e0a\uff0c\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5305\u62ec\uff1a\u5e26\u9699\u7c7b\u578b\u3001\u6fc0\u5b50\u7ed3\u5408\u80fd\u53ca\u52a8\u529b\u5b66\u3001\u754c\u9762\u5185\u5efa\u7535\u573a\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u3001\u754c\u9762\u4e0e\u8868\u9762\u72b6\u6001\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u53ca\u73af\u5883\u5f71\u54cd\u3002\u8fd9\u4e9b\u56e0\u7d20\u76f8\u4e92\u8026\u5408\uff0c\u5171\u540c\u51b3\u5b9a\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u7535\u6027\u80fd\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u8f6c\u6362\u673a\u5236\uff0c\u63d0\u51fa\u5173\u952e\u56e0\u7d20\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5f71\u54cd\u7684\u7406\u8bba\u6a21\u578b\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u7ed3\u5408\u201c\u5173\u952e\u56e0\u7d20\u7269\u7406\u673a\u5236\u8be6\u89e3\u201d\u4e2d\u5404\u5173\u952e\u56e0\u7d20\u7684\u7269\u7406\u672c\u8d28\u53ca\u5176\u76f8\u4e92\u8026\u5408\u5173\u7cfb\uff0c\u63d0\u51fa\u4e00\u4e2a\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff0c\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n---\n\n# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u5f71\u54cd\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\n\n## 1. \u6a21\u578b\u603b\u4f53\u7ed3\u6784\n\n\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6838\u5fc3\u662f\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u4ea7\u751f\u3001\u5206\u79bb\u3001\u8f93\u8fd0\u4e0e\u590d\u5408\u8fc7\u7a0b\uff0c\u6a21\u578b\u7531\u4ee5\u4e0b\u8026\u5408\u6a21\u5757\u7ec4\u6210\uff1a\n\n- **\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u6a21\u5757** \n- **\u6fc0\u5b50\u52a8\u529b\u5b66\u6a21\u5757** \n- **\u6fc0\u5b50\u89e3\u79bb\u4e0e\u8f7d\u6d41\u5b50\u4ea7\u751f\u6a21\u5757** \n- **\u8f7d\u6d41\u5b50\u8f93\u8fd0\u4e0e\u590d\u5408\u6a21\u5757** \n- **\u754c\u9762\u7535\u573a\u4e0e\u8868\u9762\u72b6\u6001\u8c03\u63a7\u6a21\u5757** \n- **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u6a21\u5757**\n\n\u5404\u6a21\u5757\u901a\u8fc7\u7269\u7406\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u76f8\u4e92\u8026\u5408\uff0c\u5f62\u6210\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u7684\u5b8c\u6574\u63cf\u8ff0\u3002\n\n---\n\n## 2. \u5173\u952e\u6a21\u5757\u53ca\u5176\u6570\u5b66\u63cf\u8ff0\n\n### 2.1 \u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u6a21\u5757\n\n- **\u5438\u6536\u622a\u9762** \\( \\alpha(\\lambda) \\) \u7531\u6750\u6599\u5e26\u9699\u7c7b\u578b\u548c\u80fd\u5e26\u7ed3\u6784\u51b3\u5b9a\uff0c\u76f4\u63a5\u5f71\u54cd\u5149\u751f\u6fc0\u5b50\u6570\u5bc6\u5ea6 \\( n_{ex} \\)\uff1a\n \n \\[\n G_{ex}(\\mathbf{r},t) = \\alpha(\\lambda) I_0(\\mathbf{r},t) \\cdot \\eta_{ex}\n \\]\n \n \u5176\u4e2d\uff0c\\( I_0 \\)\u4e3a\u5165\u5c04\u5149\u5f3a\uff0c\\( \\eta_{ex} \\)\u4e3a\u6fc0\u5b50\u751f\u6210\u6548\u7387\uff0c\u53d7\u6fc0\u5b50\u7ed3\u5408\u80fd \\( E_b \\) \u548c\u80fd\u5e26\u7ed3\u6784\u5f71\u54cd\u3002\n\n- **\u6fc0\u5b50\u7ed3\u5408\u80fd** \\( E_b \\) \u5f71\u54cd\u6fc0\u5b50\u7a33\u5b9a\u6027\u548c\u5bff\u547d\uff0c\u76f4\u63a5\u5f71\u54cd\u540e\u7eed\u52a8\u529b\u5b66\u3002\n\n---\n\n### 2.2 \u6fc0\u5b50\u52a8\u529b\u5b66\u6a21\u5757\n\n- \u6fc0\u5b50\u5bc6\u5ea6 \\( n_{ex}(\\mathbf{r},t) \\) \u6ee1\u8db3\u6269\u6563-\u590d\u5408\u65b9\u7a0b\uff1a\n\n \\[\n \\frac{\\partial n_{ex}}{\\partial t} = D_{ex} \\nabla^2 n_{ex} - \\frac{n_{ex}}{\\tau_{ex}} - R_{diss}(E_{field}, E_b) + G_{ex}\n \\]\n\n \u5176\u4e2d\uff0c \n - \\( D_{ex} \\)\u4e3a\u6fc0\u5b50\u6269\u6563\u7cfb\u6570\uff08\u53d7\u7f3a\u9677\u5bc6\u5ea6\u3001\u6742\u8d28\u5f71\u54cd\uff09\uff0c \n - \\( \\tau_{ex} \\)\u4e3a\u6fc0\u5b50\u5bff\u547d\uff0c \n - \\( R_{diss} \\)\u4e3a\u6fc0\u5b50\u89e3\u79bb\u7387\uff0c\u4f9d\u8d56\u754c\u9762\u5185\u5efa\u7535\u573a\\( E_{field} \\)\u548c\u6fc0\u5b50\u7ed3\u5408\u80fd\\( E_b \\)\u3002\n\n---\n\n### 2.3 \u6fc0\u5b50\u89e3\u79bb\u4e0e\u8f7d\u6d41\u5b50\u4ea7\u751f\u6a21\u5757\n\n- \u6fc0\u5b50\u89e3\u79bb\u7387\u6a21\u578b\uff1a\n\n \\[\n R_{diss} = k_{diss} \\cdot n_{ex} \\cdot f(E_{field}, E_b)\n \\]\n\n \u5176\u4e2d\uff0c\u51fd\u6570 \\( f \\) \u63cf\u8ff0\u7535\u573a\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7684\u4fc3\u8fdb\u4f5c\u7528\uff0c\u901a\u5e38\u4e3a\u7535\u573a\u589e\u5f3a\u7684\u96a7\u7a7f\u6216\u70ed\u6fc0\u53d1\u8fc7\u7a0b\u3002\n\n- \u751f\u6210\u81ea\u7531\u8f7d\u6d41\u5b50\u5bc6\u5ea6 \\( n_e, n_h \\)\uff1a\n\n \\[\n \\frac{\\partial n_e}{\\partial t} = R_{diss} - R_{rec} + \\nabla \\cdot ( \\mu_e \\mathbf{E} n_e ) + D_e \\nabla^2 n_e\n \\]\n\n \u7c7b\u4f3c\u8868\u8fbe\u9002\u7528\u4e8e\u7a7a\u7a74 \\( n_h \\)\uff0c\u5176\u4e2d\uff0c \n - \\( \\mu_{e,h} \\)\u4e3a\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c \n - \\( D_{e,h} \\)\u4e3a\u8f7d\u6d41\u5b50\u6269\u6563\u7cfb\u6570\uff0c \n - \\( R_{rec} \\)\u4e3a\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u3002\n\n---\n\n### 2.4 \u8f7d\u6d41\u5b50\u8f93\u8fd0\u4e0e\u590d\u5408\u6a21\u5757\n\n- \u8f7d\u6d41\u5b50\u8fc1\u79fb\u4e0e\u6269\u6563\u7531\u6f02\u79fb-\u6269\u6563\u65b9\u7a0b\u63cf\u8ff0\uff1a\n\n \\[\n \\frac{\\partial n_{e,h}}{\\partial t} = \\nabla \\cdot \\left( \\mu_{e,h} \\mathbf{E} n_{e,h} + D_{e,h} \\nabla n_{e,h} \\right) - R_{rec} + G_{in}\n \\]\n\n- \u590d\u5408\u901f\u7387 \\( R_{rec} \\) \u5305\u542b\u8f90\u5c04\u590d\u5408\u548c\u975e\u8f90\u5c04\u590d\u5408\uff1a\n\n \\[\n R_{rec} = k_r n_e n_h + k_{nr} n_e n_h\n \\]\n\n \u5176\u4e2d\uff0c\u975e\u8f90\u5c04\u590d\u5408\u901f\u7387 \\( k_{nr} \\)\u53d7\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7f3a\u9677\u548c\u8868\u9762\u5b98\u80fd\u56e2\u5f71\u54cd\u3002\n\n---\n\n### 2.5 \u754c\u9762\u7535\u573a\u4e0e\u8868\u9762\u72b6\u6001\u8c03\u63a7\u6a21\u5757\n\n- \u754c\u9762\u5185\u5efa\u7535\u573a \\( E_{field} \\) \u7531\u5f02\u8d28\u7ed3\u80fd\u7ea7\u5339\u914d\u548c\u754c\u9762\u7535\u8377\u5206\u5e03\u51b3\u5b9a\uff0c\u6ee1\u8db3\u6cca\u677e\u65b9\u7a0b\uff1a\n\n \\[\n \\nabla \\cdot (\\varepsilon \\nabla \\phi) = -\\rho\n \\]\n\n \u5176\u4e2d\uff0c\u7535\u52bf \\( \\phi \\) \u4e0e\u7535\u573a \\( \\mathbf{E} = -\\nabla \\phi \\)\uff0c \n \u7535\u8377\u5bc6\u5ea6 \\( \\rho \\) \u5305\u62ec\u8f7d\u6d41\u5b50\u3001\u7535\u8377\u9677\u9631\u548c\u754c\u9762\u7535\u8377\u3002\n\n- \u8868\u9762\u5b98\u80fd\u56e2\u548c\u949d\u5316\u5c42\u901a\u8fc7\u8c03\u6574\u754c\u9762\u6001\u5bc6\u5ea6 \\( N_{def} \\) \u548c\u8f7d\u6d41\u5b50\u6d53\u5ea6\uff0c\u5f71\u54cd\u8fb9\u754c\u6761\u4ef6\u548c\u590d\u5408\u901f\u7387\u3002\n\n---\n\n### 2.6 \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u6a21\u5757\n\n- \u6750\u6599\u7ed3\u6784\u7a33\u5b9a\u6027\u901a\u8fc7\u70ed\u529b\u5b66\u6a21\u578b\u548c\u52a8\u529b\u5b66\u6a21\u578b\u63cf\u8ff0\uff0c\u5982\u76f8\u53d8\u6e29\u5ea6 \\( T_c \\)\u3001\u7f3a\u9677\u751f\u6210\u80fd \\( E_{def} \\) \u7b49\u3002\n\n- \u73af\u5883\u5f71\u54cd\uff08\u6c27\u5316\u3001\u6c34\u89e3\uff09\u5f15\u5165\u52a8\u6001\u7f3a\u9677\u5bc6\u5ea6\u53d8\u5316\uff1a\n\n \\[\n \\frac{d N_{def}}{d t} = k_{ox} f(O_2, H_2O, T) - k_{pass} N_{def}\n \\]\n\n- \u5149\u70ed\u6548\u5e94\u5f15\u8d77\u5c40\u90e8\u6e29\u5ea6 \\( T(\\mathbf{r},t) \\) \u53d8\u5316\uff0c\u5f71\u54cd\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\uff1a\n\n \\[\n \\mu(T) = \\mu_0 \\exp\\left(-\\frac{E_a}{k_B T}\\right), \\quad k_{nr}(T) = k_{nr,0} \\exp\\left(\\frac{E_{act}}{k_B T}\\right)\n \\]\n\n---\n\n## 3. \u6a21\u578b\u53c2\u6570\u53ca\u5b9e\u9a8c\u9a8c\u8bc1\n\n- \u53c2\u6570\u6765\u6e90\uff1a\u5149\u81f4\u53d1\u5149\u3001\u77ac\u6001\u5438\u6536\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u7b49\u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u786e\u5b9a\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u8fc1\u79fb\u7387\u3001\u5bff\u547d\u7b49\u3002\n\n- \u591a\u7269\u7406\u573a\u6a21\u62df\u7ed3\u5408\u6750\u6599\u7ed3\u6784\u8bbe\u8ba1\uff08\u63ba\u6742\u3001\u5e94\u53d8\u3001\u5f02\u8d28\u7ed3\u8bbe\u8ba1\uff09\u548c\u754c\u9762\u5de5\u7a0b\uff0c\u6307\u5bfc\u6750\u6599\u4f18\u5316\u3002\n\n---\n\n## 4. \u6a21\u578b\u5e94\u7528\u5c55\u671b\n\n- \u9884\u6d4b\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4f53\u7cfb\u5149\u7535\u6027\u80fd\uff0c\u4f18\u5316\u5e26\u9699\u7c7b\u578b\u548c\u6fc0\u5b50\u7ed3\u5408\u80fd\u5339\u914d\u3002\n\n- \u6307\u5bfc\u754c\u9762\u7535\u573a\u8bbe\u8ba1\u548c\u8868\u9762\u949d\u5316\u7b56\u7565\uff0c\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u5bff\u547d\u3002\n\n- \u8bc4\u4f30\u73af\u5883\u7a33\u5b9a\u6027\u548c\u5149\u70ed\u6548\u5e94\uff0c\u8bbe\u8ba1\u9ad8\u7a33\u5b9a\u6027\u5149\u7535\u5668\u4ef6\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u5149\u5438\u6536\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u3001\u754c\u9762\u8c03\u63a7\u53ca\u73af\u5883\u7a33\u5b9a\u6027\u7b49\u5173\u952e\u7269\u7406\u8fc7\u7a0b\u7684\u8026\u5408\u63cf\u8ff0\uff0c\u5efa\u7acb\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7406\u8bba\u6a21\u578b\uff0c\u6709\u52a9\u4e8e\u5b9a\u91cf\u63ed\u793a\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u6307\u5bfc\u9ad8\u6548\u7a33\u5b9a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bbe\u8ba1\u5e76\u6267\u884c\u5b9e\u9a8c\uff0c\u6d4b\u91cf\u4e8c\u7ef4\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5fae\u89c2\u7ed3\u6784\uff0c\u9a8c\u8bc1\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u4e3a\u4e86\u9a8c\u8bc1\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u4e2d\u5173\u952e\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u7279\u522b\u662f\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u53ca\u754c\u9762\u8c03\u63a7\u7684\u4f5c\u7528\uff0c\u6211\u8bbe\u8ba1\u5e76\u6267\u884c\u4ee5\u4e0b\u5b9e\u9a8c\u65b9\u6848\uff1a\n\n---\n\n## \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\n### 1. \u5b9e\u9a8c\u76ee\u6807\n- \u6d4b\u5b9a\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u5355\u5c42\u53ca\u591a\u5c42TMDCs\uff09\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff1a\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u76f8\u53d8\u6e29\u5ea6\u7b49\u3002\n- \u5206\u6790\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff1a\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u3002\n- \u7ed3\u5408\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff08\u5149\u81f4\u53d1\u5149\u3001\u77ac\u6001\u5438\u6536\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\uff09\u9a8c\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5f71\u54cd\u3002\n\n---\n\n### 2. \u6750\u6599\u51c6\u5907\n- \u9009\u53d6\u5178\u578b\u4e8c\u7ef4\u6750\u6599\u6837\u54c1\uff1a\u5355\u5c42MoS2\uff0c\u53cc\u5c42MoS2\uff0c\u591a\u5c42MoS2\u53ca\u63ba\u6742\u8c03\u63a7\u6837\u54c1\u3002\n- \u5236\u5907\u5f02\u8d28\u7ed3\u6837\u54c1\uff08\u5982MoS2/WS2\uff09\u7528\u4e8e\u754c\u9762\u7535\u573a\u5f71\u54cd\u5206\u6790\u3002\n- \u91c7\u7528\u673a\u68b0\u5265\u79bb\u548c\u5316\u5b66\u6c14\u76f8\u6c89\u79ef\uff08CVD\uff09\u65b9\u6cd5\u5236\u5907\uff0c\u4fdd\u8bc1\u6837\u54c1\u8d28\u91cf\u548c\u53ef\u91cd\u590d\u6027\u3002\n\n---\n\n### 3. \u5b9e\u9a8c\u65b9\u6cd5\n\n#### 3.1 \u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\n\n- **\u6fc0\u5b50\u7ed3\u5408\u80fd\u6d4b\u5b9a** \n - \u5229\u7528\u4f4e\u6e29\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u5149\u8c31\u548c\u5438\u6536\u5149\u8c31\u6d4b\u91cf\u6fc0\u5b50\u5cf0\u4f4d\u7f6e\uff0c\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u786e\u5b9a\u6fc0\u5b50\u7ed3\u5408\u80fd\u3002 \n - \u4f4e\u6e29\uff084 K\uff09\u81f3\u5ba4\u6e29\u53d8\u5316\uff0c\u5206\u6790\u6fc0\u5b50\u7a33\u5b9a\u6027\u548c\u70ed\u6fc0\u53d1\u884c\u4e3a\u3002\n\n- **\u7f3a\u9677\u5f62\u6210\u80fd\u53ca\u5bc6\u5ea6** \n - \u91c7\u7528\u626b\u63cf\u96a7\u9053\u663e\u5fae\u955c\uff08STM\uff09\u548c\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u5206\u6790\u7f3a\u9677\u7c7b\u578b\u548c\u5206\u5e03\u3002 \n - \u901a\u8fc7\u70ed\u91ca\u5149\uff08TL\uff09\u548c\u7535\u5b50\u987a\u78c1\u5171\u632f\uff08EPR\uff09\u6d4b\u91cf\u7f3a\u9677\u80fd\u7ea7\u548c\u6d53\u5ea6\u3002\n\n- **\u76f8\u53d8\u6e29\u5ea6\u53ca\u70ed\u7a33\u5b9a\u6027** \n - \u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6d4b\u91cf\u76f8\u53d8\u6e29\u5ea6\u3002 \n - \u539f\u4f4d\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u76d1\u6d4b\u6676\u4f53\u7ed3\u6784\u53d8\u5316\u3002\n\n#### 3.2 \u5fae\u89c2\u7ed3\u6784\u8868\u5f81\n\n- **\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u4f53\u8d28\u91cf** \n - \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u548c\u9009\u533a\u7535\u5b50\u884d\u5c04\uff08SAED\uff09\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u4f53\u53d6\u5411\u3002 \n - \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u6d4b\u91cf\u8868\u9762\u5f62\u8c8c\u548c\u5c42\u539a\u3002\n\n- **\u754c\u9762\u7ed3\u6784** \n - \u4ea4\u53c9\u622a\u9762\u9ad8\u5206\u8fa8TEM\uff08HR-TEM\uff09\u89c2\u5bdf\u5f02\u8d28\u7ed3\u754c\u9762\u7ed3\u6784\u548c\u754c\u9762\u7f3a\u9677\u3002\n\n#### 3.3 \u5149\u7535\u6027\u80fd\u6d4b\u8bd5\n\n- **\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u548c\u65f6\u95f4\u5206\u8fa8PL** \n - \u6d4b\u91cf\u6fc0\u5b50\u5bff\u547d\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\uff0c\u5206\u6790\u7f3a\u9677\u5bf9\u975e\u8f90\u5c04\u590d\u5408\u7684\u5f71\u54cd\u3002 \n - \u6bd4\u8f83\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\u7684PL\u5f3a\u5ea6\u548c\u5bff\u547d\u3002\n\n- **\u77ac\u6001\u5438\u6536\u5149\u8c31\uff08TA\uff09** \n - \u7814\u7a76\u6fc0\u5b50\u89e3\u79bb\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3002 \n - \u8bc4\u4f30\u754c\u9762\u5185\u5efa\u7535\u573a\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7387\u7684\u4fc3\u8fdb\u4f5c\u7528\u3002\n\n- **\u7535\u5b66\u8f93\u8fd0\u6d4b\u8bd5** \n - \u901a\u8fc7\u573a\u6548\u5e94\u6676\u4f53\u7ba1\uff08FET\uff09\u7ed3\u6784\u6d4b\u91cf\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n - \u7ed3\u5408\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u8bd5\uff0c\u5206\u6790\u70ed\u6fc0\u53d1\u5bf9\u8fc1\u79fb\u7387\u7684\u5f71\u54cd\u3002\n\n- **\u73af\u5883\u7a33\u5b9a\u6027\u6d4b\u8bd5** \n - \u5728\u4e0d\u540c\u73af\u5883\uff08\u7a7a\u6c14\u3001\u6e7f\u5ea6\u63a7\u5236\u3001\u60f0\u6027\u6c14\u6c1b\uff09\u4e0b\u957f\u65f6\u95f4\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff0c\u7ed3\u5408XPS\u5206\u6790\u8868\u9762\u5316\u5b66\u72b6\u6001\u53d8\u5316\u3002\n\n---\n\n### 4. \u6570\u636e\u5206\u6790\u4e0e\u9a8c\u8bc1\n\n- \u5229\u7528\u5b9e\u9a8c\u6d4b\u5f97\u7684\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u53c2\u6570\uff0c\u7ed3\u5408\u5149\u7535\u6027\u80fd\u6570\u636e\uff0c\u9a8c\u8bc1\u7406\u8bba\u6a21\u578b\u4e2d\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u590d\u5408\u53ca\u754c\u9762\u7535\u573a\u7684\u5f71\u54cd\u3002\n- \u901a\u8fc7\u5bf9\u6bd4\u4e0d\u540c\u6837\u54c1\uff08\u5355\u5c42\u3001\u591a\u5c42\u3001\u63ba\u6742\u3001\u5f02\u8d28\u7ed3\uff09\u6570\u636e\uff0c\u660e\u786e\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u5173\u952e\u5149\u7535\u6027\u8d28\u53c2\u6570\uff08\u6fc0\u5b50\u5bff\u547d\u3001\u8fc1\u79fb\u7387\u3001\u590d\u5408\u901f\u7387\uff09\u7684\u8c03\u63a7\u4f5c\u7528\u3002\n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u548c\u591a\u7269\u7406\u573a\u6a21\u62df\uff0c\u5b9a\u91cf\u5339\u914d\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u53c2\u6570\u3002\n\n---\n\n## \u9884\u671f\u7ed3\u679c\u4e0e\u8d21\u732e\n\n- \u660e\u786e\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e0e\u7f3a\u9677\u5f62\u6210\u80fd\u5bf9\u6fc0\u5b50\u7a33\u5b9a\u6027\u548c\u89e3\u79bb\u6548\u7387\u7684\u5f71\u54cd\u3002\n- \u91cf\u5316\u6676\u7c92\u5c3a\u5bf8\u548c\u754c\u9762\u7f3a\u9677\u5bf9\u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u7684\u9650\u5236\u4f5c\u7528\u3002\n- \u9a8c\u8bc1\u754c\u9762\u5185\u5efa\u7535\u573a\u901a\u8fc7\u5f02\u8d28\u7ed3\u8bbe\u8ba1\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u3002\n- \u8bc4\u4f30\u73af\u5883\u56e0\u7d20\u5f15\u8d77\u7684\u7f3a\u9677\u52a8\u6001\u53d8\u5316\u5bf9\u5149\u7535\u6027\u80fd\u7684\u957f\u671f\u5f71\u54cd\u3002\n- \u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u652f\u6301\u6784\u5efa\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u7406\u8bba\u6a21\u578b\uff0c\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u8be6\u7ec6\u5b9e\u9a8c\u6b65\u9aa4\u3001\u8bbe\u5907\u53c2\u6570\u53ca\u6570\u636e\u5904\u7406\u65b9\u6cd5\u3002\u8bf7\u6307\u793a\u4e0b\u4e00\u6b65\u5de5\u4f5c\u9700\u6c42\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u4e00\u81f4\u6027\uff0c\u6307\u51fa\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action2" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u591a\u7269\u7406\u573a\u7406\u8bba\u6a21\u578b\uff0c\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u4e00\u81f4\u6027\u65b9\u9762** \n \u5b9e\u9a8c\u65b9\u6848\u6db5\u76d6\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u7b49\u5173\u952e\u53c2\u6570\u7684\u7cbe\u51c6\u6d4b\u91cf\uff0c\u914d\u5408\u5149\u81f4\u53d1\u5149\u548c\u77ac\u6001\u5438\u6536\u7b49\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff0c\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u6a21\u578b\u4e2d\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u590d\u5408\u53ca\u754c\u9762\u7535\u573a\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\uff0c\u4f53\u73b0\u4e86\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u826f\u597d\u8026\u5408\u3002\n\n2. **\u4e0d\u8db3\u4e0e\u6539\u8fdb\u65b9\u5411** \n \u5f53\u524d\u5b9e\u9a8c\u8f83\u5c11\u6d89\u53ca\u52a8\u6001\u7535\u573a\u8c03\u63a7\u548c\u5e94\u53d8\u5de5\u7a0b\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7387\u7684\u5b9e\u65f6\u8c03\u8282\uff0c\u5efa\u8bae\u589e\u52a0\u539f\u4f4d\u7535\u573a\u6216\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\uff0c\u4ee5\u66f4\u5168\u9762\u9a8c\u8bc1\u6a21\u578b\u4e2d\u7535\u573a\u4e0e\u5e94\u53d8\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u8026\u5408\u6548\u5e94\uff0c\u63d0\u5347\u6a21\u578b\u7684\u9002\u7528\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u51c6\u786e\u5730\u63cf\u8ff0\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u5173\u4e8e\u5b9e\u9a8c\u65b9\u6848\u7684\u53cd\u9988\uff0c\u5c24\u5176\u662f\u5173\u4e8e\u52a8\u6001\u7535\u573a\u8c03\u63a7\u548c\u5e94\u53d8\u5de5\u7a0b\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7387\u5b9e\u65f6\u8c03\u8282\u7684\u5efa\u8bae\uff0c\u6211\u5bf9\u7406\u8bba\u6a21\u578b\u6846\u67b6\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u589e\u5f3a\u4e86\u5bf9\u52a8\u6001\u8c03\u63a7\u624b\u6bb5\u7684\u63cf\u8ff0\uff0c\u4f7f\u6a21\u578b\u66f4\u5168\u9762\u3001\u66f4\u5177\u9884\u6d4b\u6027\u548c\u9002\u7528\u6027\u3002\n\n\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff1a\n\n## Improved version of \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u5f71\u54cd\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\n---\n\n# \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u56e0\u7d20\u5f71\u54cd\u7684\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff08\u6539\u8fdb\u7248\uff09\n\n## 1. \u6a21\u578b\u603b\u4f53\u7ed3\u6784\n\n\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u6838\u5fc3\u662f\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u4ea7\u751f\u3001\u5206\u79bb\u3001\u8f93\u8fd0\u4e0e\u590d\u5408\u8fc7\u7a0b\uff0c\u6a21\u578b\u7531\u4ee5\u4e0b\u8026\u5408\u6a21\u5757\u7ec4\u6210\uff1a\n\n- **\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u6a21\u5757** \n- **\u6fc0\u5b50\u52a8\u529b\u5b66\u6a21\u5757** \n- **\u6fc0\u5b50\u89e3\u79bb\u4e0e\u8f7d\u6d41\u5b50\u4ea7\u751f\u6a21\u5757\uff08\u542b\u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u8c03\u63a7\uff09** \n- **\u8f7d\u6d41\u5b50\u8f93\u8fd0\u4e0e\u590d\u5408\u6a21\u5757** \n- **\u754c\u9762\u7535\u573a\u4e0e\u8868\u9762\u72b6\u6001\u8c03\u63a7\u6a21\u5757\uff08\u542b\u539f\u4f4d\u8c03\u63a7\uff09** \n- **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u6a21\u5757**\n\n\u5404\u6a21\u5757\u901a\u8fc7\u7269\u7406\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u76f8\u4e92\u8026\u5408\uff0c\u5f62\u6210\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u7684\u5b8c\u6574\u63cf\u8ff0\u3002\n\n---\n\n## 2. \u5173\u952e\u6a21\u5757\u53ca\u5176\u6570\u5b66\u63cf\u8ff0\uff08\u6539\u8fdb\u90e8\u5206\u91cd\u70b9\u6807\u6ce8\uff09\n\n### 2.1 \u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u6a21\u5757\n\n- \u5438\u6536\u622a\u9762 \\( \\alpha(\\lambda) \\) \u7531\u6750\u6599\u5e26\u9699\u7c7b\u578b\u548c\u80fd\u5e26\u7ed3\u6784\u51b3\u5b9a\uff0c\u76f4\u63a5\u5f71\u54cd\u5149\u751f\u6fc0\u5b50\u6570\u5bc6\u5ea6 \\( n_{ex} \\)\uff1a\n \n \\[\n G_{ex}(\\mathbf{r},t) = \\alpha(\\lambda) I_0(\\mathbf{r},t) \\cdot \\eta_{ex}\n \\]\n \n \u5176\u4e2d\uff0c\\( I_0 \\)\u4e3a\u5165\u5c04\u5149\u5f3a\uff0c\\( \\eta_{ex} \\)\u4e3a\u6fc0\u5b50\u751f\u6210\u6548\u7387\uff0c\u53d7\u6fc0\u5b50\u7ed3\u5408\u80fd \\( E_b \\) \u548c\u80fd\u5e26\u7ed3\u6784\u5f71\u54cd\u3002\n\n---\n\n### 2.2 \u6fc0\u5b50\u52a8\u529b\u5b66\u6a21\u5757\n\n- \u6fc0\u5b50\u5bc6\u5ea6 \\( n_{ex}(\\mathbf{r},t) \\) \u6ee1\u8db3\u6269\u6563-\u590d\u5408\u65b9\u7a0b\uff1a\n\n \\[\n \\frac{\\partial n_{ex}}{\\partial t} = D_{ex} \\nabla^2 n_{ex} - \\frac{n_{ex}}{\\tau_{ex}} - R_{diss}(E_{field}, E_b, \\varepsilon_{strain}, t) + G_{ex}\n \\]\n\n \u5176\u4e2d\uff0c \n - \\( D_{ex} \\)\u4e3a\u6fc0\u5b50\u6269\u6563\u7cfb\u6570\uff08\u53d7\u7f3a\u9677\u5bc6\u5ea6\u3001\u6742\u8d28\u5f71\u54cd\uff09\uff0c \n - \\( \\tau_{ex} \\)\u4e3a\u6fc0\u5b50\u5bff\u547d\uff0c \n - \\( R_{diss} \\)\u4e3a\u6fc0\u5b50\u89e3\u79bb\u7387\uff0c\u4f9d\u8d56\u754c\u9762\u5185\u5efa\u7535\u573a\\( E_{field} \\)\u3001\u6fc0\u5b50\u7ed3\u5408\u80fd\\( E_b \\)\u3001\u5e94\u53d8\u72b6\u6001 \\( \\varepsilon_{strain} \\) \u53ca\u65f6\u95f4 \\( t \\)\uff08\u52a8\u6001\u8c03\u63a7\uff09\u3002\n\n---\n\n### 2.3 \u6fc0\u5b50\u89e3\u79bb\u4e0e\u8f7d\u6d41\u5b50\u4ea7\u751f\u6a21\u5757\uff08\u65b0\u589e\u52a8\u6001\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\uff09\n\n- \u6fc0\u5b50\u89e3\u79bb\u7387\u6a21\u578b\u5f15\u5165\u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u8c03\u63a7\uff1a\n\n \\[\n R_{diss} = k_{diss} \\cdot n_{ex} \\cdot f\\big(E_{field}(t), E_b(\\varepsilon_{strain}(t)), \\varepsilon_{strain}(t)\\big)\n \\]\n\n \u5176\u4e2d\uff0c \n - \\( E_{field}(t) \\)\u4e3a\u65f6\u95f4\u4f9d\u8d56\u7684\u5185\u5efa\u7535\u573a\u6216\u5916\u52a0\u7535\u573a\uff0c\u8003\u8651\u539f\u4f4d\u7535\u573a\u8c03\u63a7\u5b9e\u9a8c\uff0c \n - \u6fc0\u5b50\u7ed3\u5408\u80fd \\( E_b \\) \u968f\u5e94\u53d8 \\( \\varepsilon_{strain}(t) \\) \u52a8\u6001\u53d8\u5316\uff0c\u53cd\u6620\u5e94\u53d8\u5de5\u7a0b\u5bf9\u6fc0\u5b50\u6001\u7684\u8c03\u8282\uff0c \n - \u51fd\u6570 \\( f \\) \u4f53\u73b0\u7535\u573a\u548c\u5e94\u53d8\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7684\u534f\u540c\u4fc3\u8fdb\u6548\u5e94\uff0c\u5305\u62ec\u7535\u573a\u589e\u5f3a\u96a7\u7a7f\u548c\u5e94\u53d8\u8bf1\u5bfc\u7684\u52bf\u9631\u8c03\u5236\u3002\n\n- \u751f\u6210\u81ea\u7531\u8f7d\u6d41\u5b50\u5bc6\u5ea6 \\( n_e, n_h \\)\uff1a\n\n \\[\n \\frac{\\partial n_e}{\\partial t} = R_{diss} - R_{rec} + \\nabla \\cdot ( \\mu_e \\mathbf{E}(t) n_e ) + D_e \\nabla^2 n_e\n \\]\n\n \u540c\u7406\u9002\u7528\u4e8e\u7a7a\u7a74 \\( n_h \\)\uff0c\u5176\u4e2d\uff0c \n - \u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387 \\( \\mu_{e,h} \\) \u4e5f\u53ef\u968f\u5e94\u53d8\u548c\u7535\u573a\u52a8\u6001\u8c03\u8282\u3002\n\n---\n\n### 2.4 \u8f7d\u6d41\u5b50\u8f93\u8fd0\u4e0e\u590d\u5408\u6a21\u5757\n\n- \u8f7d\u6d41\u5b50\u8fc1\u79fb\u4e0e\u6269\u6563\u7531\u6f02\u79fb-\u6269\u6563\u65b9\u7a0b\u63cf\u8ff0\uff1a\n\n \\[\n \\frac{\\partial n_{e,h}}{\\partial t} = \\nabla \\cdot \\left( \\mu_{e,h}(\\varepsilon_{strain}, T) \\mathbf{E}(t) n_{e,h} + D_{e,h} \\nabla n_{e,h} \\right) - R_{rec} + G_{in}\n \\]\n\n- \u590d\u5408\u901f\u7387 \\( R_{rec} \\) \u5305\u542b\u8f90\u5c04\u590d\u5408\u548c\u975e\u8f90\u5c04\u590d\u5408\uff1a\n\n \\[\n R_{rec} = k_r n_e n_h + k_{nr}(\\varepsilon_{strain}, N_{def}, T) n_e n_h\n \\]\n\n \u5176\u4e2d\uff0c\u975e\u8f90\u5c04\u590d\u5408\u901f\u7387 \\( k_{nr} \\)\u53d7\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7f3a\u9677\u3001\u8868\u9762\u5b98\u80fd\u56e2\u53ca\u5e94\u53d8\u72b6\u6001\u5f71\u54cd\u3002\n\n---\n\n### 2.5 \u754c\u9762\u7535\u573a\u4e0e\u8868\u9762\u72b6\u6001\u8c03\u63a7\u6a21\u5757\uff08\u52a0\u5f3a\u52a8\u6001\u8c03\u63a7\uff09\n\n- \u754c\u9762\u5185\u5efa\u7535\u573a \\( E_{field}(t) \\) \u7531\u5f02\u8d28\u7ed3\u80fd\u7ea7\u5339\u914d\u3001\u754c\u9762\u7535\u8377\u5206\u5e03\u53ca\u5916\u52a0\u7535\u573a\u52a8\u6001\u8c03\u8282\uff0c\u6ee1\u8db3\u6cca\u677e\u65b9\u7a0b\uff1a\n\n \\[\n \\nabla \\cdot (\\varepsilon \\nabla \\phi(\\mathbf{r},t)) = -\\rho(\\mathbf{r},t)\n \\]\n\n \u5176\u4e2d\uff0c \n - \u7535\u52bf \\( \\phi(\\mathbf{r},t) \\) \u4e0e\u7535\u573a \\( \\mathbf{E}(\\mathbf{r},t) = -\\nabla \\phi \\)\uff0c \n - \u7535\u8377\u5bc6\u5ea6 \\( \\rho(\\mathbf{r},t) \\) \u5305\u62ec\u8f7d\u6d41\u5b50\u3001\u7535\u8377\u9677\u9631\u3001\u754c\u9762\u7535\u8377\u53ca\u5916\u52a0\u7535\u573a\u8c03\u63a7\u3002\n\n- \u8868\u9762\u5b98\u80fd\u56e2\u548c\u949d\u5316\u5c42\u901a\u8fc7\u8c03\u8282\u754c\u9762\u6001\u5bc6\u5ea6 \\( N_{def} \\) \u548c\u8f7d\u6d41\u5b50\u6d53\u5ea6\uff0c\u5f71\u54cd\u8fb9\u754c\u6761\u4ef6\u548c\u590d\u5408\u901f\u7387\uff0c\u4e14\u53ef\u968f\u5916\u90e8\u523a\u6fc0\uff08\u5149\u7167\u3001\u7535\u573a\uff09\u52a8\u6001\u54cd\u5e94\u3002\n\n- \u65b0\u589e\u539f\u4f4d\u7535\u573a\u65bd\u52a0\u548c\u5e94\u53d8\u8c03\u63a7\u53c2\u6570\uff0c\u5c06\u5b9e\u9a8c\u4e2d\u5b9e\u65f6\u8c03\u8282\u7684\u7269\u7406\u91cf\u7eb3\u5165\u6a21\u578b\uff0c\u53cd\u6620\u6750\u6599\u5149\u7535\u6027\u80fd\u7684\u52a8\u6001\u54cd\u5e94\u3002\n\n---\n\n### 2.6 \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u6a21\u5757\n\n- \u6750\u6599\u7ed3\u6784\u7a33\u5b9a\u6027\u901a\u8fc7\u70ed\u529b\u5b66\u6a21\u578b\u548c\u52a8\u529b\u5b66\u6a21\u578b\u63cf\u8ff0\uff0c\u5982\u76f8\u53d8\u6e29\u5ea6 \\( T_c \\)\u3001\u7f3a\u9677\u751f\u6210\u80fd \\( E_{def} \\) \u7b49\u3002\n\n- \u73af\u5883\u5f71\u54cd\uff08\u6c27\u5316\u3001\u6c34\u89e3\uff09\u5f15\u5165\u52a8\u6001\u7f3a\u9677\u5bc6\u5ea6\u53d8\u5316\uff1a\n\n \\[\n \\frac{d N_{def}}{d t} = k_{ox} f(O_2, H_2O, T) - k_{pass} N_{def}\n \\]\n\n- \u5149\u70ed\u6548\u5e94\u5f15\u8d77\u5c40\u90e8\u6e29\u5ea6 \\( T(\\mathbf{r},t) \\) \u53d8\u5316\uff0c\u5f71\u54cd\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\uff1a\n\n \\[\n \\mu(T) = \\mu_0 \\exp\\left(-\\frac{E_a}{k_B T}\\right), \\quad k_{nr}(T) = k_{nr,0} \\exp\\left(\\frac{E_{act}}{k_B T}\\right)\n \\]\n\n- \u5e94\u53d8\u5bf9\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5f71\u54cd\u4ea6\u7eb3\u5165\u8003\u8651\uff0c\u53cd\u6620\u5e94\u53d8\u8bf1\u5bfc\u7684\u76f8\u53d8\u6216\u7f3a\u9677\u5f62\u6210\u53d8\u5316\u3002\n\n---\n\n## 3. \u6a21\u578b\u53c2\u6570\u53ca\u5b9e\u9a8c\u9a8c\u8bc1\n\n- \u53c2\u6570\u6765\u6e90\uff1a\u7ed3\u5408\u5149\u81f4\u53d1\u5149\u3001\u77ac\u6001\u5438\u6536\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u3001\u539f\u4f4d\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u6570\u636e\uff0c\u4ee5\u53ca\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u786e\u5b9a\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u8fc1\u79fb\u7387\u3001\u5bff\u547d\u53ca\u52a8\u6001\u54cd\u5e94\u53c2\u6570\u3002\n\n- \u591a\u7269\u7406\u573a\u6a21\u62df\u7ed3\u5408\u6750\u6599\u7ed3\u6784\u8bbe\u8ba1\uff08\u63ba\u6742\u3001\u5e94\u53d8\u3001\u5f02\u8d28\u7ed3\u8bbe\u8ba1\uff09\u3001\u754c\u9762\u5de5\u7a0b\u53ca\u52a8\u6001\u8c03\u63a7\uff0c\u6307\u5bfc\u6750\u6599\u4f18\u5316\u3002\n\n---\n\n## 4. \u6a21\u578b\u5e94\u7528\u5c55\u671b\n\n- \u9884\u6d4b\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4f53\u7cfb\u5149\u7535\u6027\u80fd\uff0c\u4f18\u5316\u5e26\u9699\u7c7b\u578b\u548c\u6fc0\u5b50\u7ed3\u5408\u80fd\u5339\u914d\u3002\n\n- \u6307\u5bfc\u754c\u9762\u7535\u573a\u8bbe\u8ba1\u3001\u539f\u4f4d\u7535\u573a\u65bd\u52a0\u548c\u5e94\u53d8\u5de5\u7a0b\u7b56\u7565\uff0c\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u5bff\u547d\u3002\n\n- \u8bc4\u4f30\u73af\u5883\u7a33\u5b9a\u6027\u3001\u5149\u70ed\u6548\u5e94\u53ca\u52a8\u6001\u8c03\u63a7\u5bf9\u5149\u7535\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u8bbe\u8ba1\u9ad8\u7a33\u5b9a\u6027\u3001\u9ad8\u54cd\u5e94\u901f\u5ea6\u5149\u7535\u5668\u4ef6\u3002\n\n- \u652f\u6301\u5b9e\u9a8c\u4e2d\u52a8\u6001\u8c03\u63a7\u624b\u6bb5\u7684\u8bbe\u8ba1\u548c\u6570\u636e\u89e3\u91ca\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u667a\u80fd\u5316\u8c03\u63a7\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u6539\u8fdb\u540e\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7406\u8bba\u6a21\u578b\uff0c\u65b0\u589e\u52a8\u6001\u7535\u573a\u53ca\u5e94\u53d8\u8c03\u63a7\u6a21\u5757\uff0c\u80fd\u591f\u66f4\u51c6\u786e\u5730\u63cf\u8ff0\u5173\u952e\u56e0\u7d20\u5bf9\u5149\u7535\u6027\u8d28\u7684\u5f71\u54cd\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u8026\u5408\u4e0e\u6307\u5bfc\u80fd\u529b\uff0c\u4fc3\u8fdb\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u9ad8\u6548\u7a33\u5b9a\u53d1\u5c55\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u53cd\u9988\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u8865\u5145\u6d4b\u91cf\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u8865\u5145\u4e86\u52a8\u6001\u7535\u573a\u8c03\u63a7\u548c\u5e94\u53d8\u5de5\u7a0b\u7684\u539f\u4f4d\u5b9e\u9a8c\u65b9\u6848\uff0c\u63d0\u5347\u6d4b\u91cf\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u540c\u65f6\u52a0\u5f3a\u4e86\u5bf9\u52a8\u6001\u54cd\u5e94\u7684\u8868\u5f81\u624b\u6bb5\uff0c\u786e\u4fdd\u5b9e\u9a8c\u80fd\u66f4\u5168\u9762\u5730\u9a8c\u8bc1\u7406\u8bba\u6a21\u578b\u4e2d\u5404\u5173\u952e\u56e0\u7d20\u7684\u8026\u5408\u5f71\u54cd\u3002\n\n\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u3002\n\n## Improved version of \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\n---\n\n## \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff08\u4f18\u5316\u7248\uff09\n\n### 1. \u5b9e\u9a8c\u76ee\u6807\n- \u7cbe\u786e\u6d4b\u5b9a\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u5355\u5c42\u53ca\u591a\u5c42TMDCs\uff09\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff1a\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u76f8\u53d8\u6e29\u5ea6\u7b49\u3002\n- \u5168\u9762\u5206\u6790\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff1a\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u3002\n- \u7ed3\u5408\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff08\u5149\u81f4\u53d1\u5149\u3001\u77ac\u6001\u5438\u6536\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\uff09\uff0c\u9a8c\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5f71\u54cd\u3002\n- \u65b0\u589e\u52a8\u6001\u8c03\u63a7\u5b9e\u9a8c\uff1a\u539f\u4f4d\u7535\u573a\u65bd\u52a0\u548c\u5e94\u53d8\u8c03\u8282\uff0c\u5b9e\u65f6\u89c2\u5bdf\u6fc0\u5b50\u89e3\u79bb\u7387\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\u7684\u53d8\u5316\uff0c\u9a8c\u8bc1\u52a8\u6001\u8026\u5408\u673a\u5236\u3002\n\n---\n\n### 2. \u6750\u6599\u51c6\u5907\n- \u9009\u53d6\u5178\u578b\u4e8c\u7ef4\u6750\u6599\u6837\u54c1\uff1a\u5355\u5c42MoS2\uff0c\u53cc\u5c42MoS2\uff0c\u591a\u5c42MoS2\u53ca\u63ba\u6742\u8c03\u63a7\u6837\u54c1\u3002\n- \u5236\u5907\u5f02\u8d28\u7ed3\u6837\u54c1\uff08\u5982MoS2/WS2\uff09\u7528\u4e8e\u754c\u9762\u7535\u573a\u5f71\u54cd\u5206\u6790\u3002\n- \u91c7\u7528\u673a\u68b0\u5265\u79bb\u548c\u5316\u5b66\u6c14\u76f8\u6c89\u79ef\uff08CVD\uff09\u65b9\u6cd5\u5236\u5907\uff0c\u786e\u4fdd\u6837\u54c1\u9ad8\u8d28\u91cf\u548c\u53ef\u91cd\u590d\u6027\u3002\n- \u5236\u5907\u5e26\u6709\u7535\u6781\u7ed3\u6784\u7684\u6837\u54c1\uff0c\u4fbf\u4e8e\u65bd\u52a0\u5916\u52a0\u7535\u573a\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u6d4b\u8bd5\u3002\n- \u5236\u5907\u53ef\u8c03\u5e94\u53d8\u5e73\u53f0\u6837\u54c1\uff08\u67d4\u6027\u886c\u5e95\u6216\u5fae\u673a\u68b0\u5e94\u53d8\u88c5\u7f6e\uff09\uff0c\u5b9e\u73b0\u5e94\u53d8\u7684\u53ef\u63a7\u65bd\u52a0\u548c\u91ca\u653e\u3002\n\n---\n\n### 3. \u5b9e\u9a8c\u65b9\u6cd5\n\n#### 3.1 \u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\n- **\u6fc0\u5b50\u7ed3\u5408\u80fd\u6d4b\u5b9a** \n - \u91c7\u7528\u4f4e\u6e29\uff084 K\uff09\u81f3\u5ba4\u6e29\u8303\u56f4\u5185\u7684\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u5149\u8c31\u548c\u5438\u6536\u5149\u8c31\uff0c\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u786e\u5b9a\u6fc0\u5b50\u7ed3\u5408\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u3002\n- **\u7f3a\u9677\u5f62\u6210\u80fd\u53ca\u5bc6\u5ea6** \n - \u5229\u7528\u626b\u63cf\u96a7\u9053\u663e\u5fae\u955c\uff08STM\uff09\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u5206\u6790\u7f3a\u9677\u7c7b\u578b\u548c\u5206\u5e03\u3002 \n - \u7ed3\u5408\u70ed\u91ca\u5149\uff08TL\uff09\u548c\u7535\u5b50\u987a\u78c1\u5171\u632f\uff08EPR\uff09\u6d4b\u91cf\u7f3a\u9677\u80fd\u7ea7\u548c\u6d53\u5ea6\u3002\n- **\u76f8\u53d8\u6e29\u5ea6\u53ca\u70ed\u7a33\u5b9a\u6027** \n - \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6d4b\u91cf\u76f8\u53d8\u6e29\u5ea6\u3002 \n - \u539f\u4f4d\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u76d1\u6d4b\u6676\u4f53\u7ed3\u6784\u53d8\u5316\u3002\n\n#### 3.2 \u5fae\u89c2\u7ed3\u6784\u8868\u5f81\n- **\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u4f53\u8d28\u91cf** \n - \u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u548c\u9009\u533a\u7535\u5b50\u884d\u5c04\uff08SAED\uff09\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u548c\u6676\u4f53\u53d6\u5411\u3002 \n - \u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u6d4b\u91cf\u8868\u9762\u5f62\u8c8c\u548c\u5c42\u539a\u3002\n- **\u754c\u9762\u7ed3\u6784** \n - \u4ea4\u53c9\u622a\u9762\u9ad8\u5206\u8fa8TEM\uff08HR-TEM\uff09\u89c2\u5bdf\u5f02\u8d28\u7ed3\u754c\u9762\u7ed3\u6784\u548c\u754c\u9762\u7f3a\u9677\u3002\n\n#### 3.3 \u5149\u7535\u6027\u80fd\u6d4b\u8bd5\n- **\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u548c\u65f6\u95f4\u5206\u8fa8PL** \n - \u6d4b\u91cf\u6fc0\u5b50\u5bff\u547d\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\uff0c\u5206\u6790\u7f3a\u9677\u5bf9\u975e\u8f90\u5c04\u590d\u5408\u7684\u5f71\u54cd\u3002 \n - \u5bf9\u6bd4\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\u7684PL\u5f3a\u5ea6\u548c\u5bff\u547d\u3002\n- **\u77ac\u6001\u5438\u6536\u5149\u8c31\uff08TA\uff09** \n - \u7814\u7a76\u6fc0\u5b50\u89e3\u79bb\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u4ea7\u751f\u6548\u7387\u3002 \n - \u8bc4\u4f30\u754c\u9762\u5185\u5efa\u7535\u573a\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7387\u7684\u4fc3\u8fdb\u4f5c\u7528\u3002\n- **\u7535\u5b66\u8f93\u8fd0\u6d4b\u8bd5** \n - \u5229\u7528\u573a\u6548\u5e94\u6676\u4f53\u7ba1\uff08FET\uff09\u7ed3\u6784\u6d4b\u91cf\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n - \u7ed3\u5408\u6e29\u5ea6\u4f9d\u8d56\u6027\u6d4b\u8bd5\uff0c\u5206\u6790\u70ed\u6fc0\u53d1\u5bf9\u8fc1\u79fb\u7387\u7684\u5f71\u54cd\u3002\n\n#### 3.4 \u65b0\u589e\u52a8\u6001\u8c03\u63a7\u5b9e\u9a8c\n- **\u539f\u4f4d\u7535\u573a\u8c03\u63a7\u5b9e\u9a8c** \n - \u8bbe\u8ba1\u5e26\u7535\u6781\u7684\u5f02\u8d28\u7ed3\u6837\u54c1\uff0c\u65bd\u52a0\u53ef\u8c03\u76f4\u6d41\u6216\u4ea4\u6d41\u7535\u573a\uff0c\u5b9e\u65f6\u6d4b\u91cfPL\u5f3a\u5ea6\u3001\u6fc0\u5b50\u5bff\u547d\u548c\u77ac\u6001\u5438\u6536\u54cd\u5e94\uff0c\u89c2\u5bdf\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u52a8\u6001\u53d8\u5316\u3002 \n - \u901a\u8fc7\u626b\u63cf\u7535\u573a\u5f3a\u5ea6\uff0c\u5b9a\u91cf\u5206\u6790\u7535\u573a\u5bf9\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u7684\u5f71\u54cd\u3002\n- **\u539f\u4f4d\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c** \n - \u5229\u7528\u67d4\u6027\u886c\u5e95\u6216\u5fae\u673a\u68b0\u5e94\u53d8\u88c5\u7f6e\uff0c\u65bd\u52a0\u53ef\u63a7\u5355\u8f74\u6216\u53cc\u8f74\u5e94\u53d8\u3002 \n - \u7ed3\u5408\u540c\u6b65PL\u3001TA\u548c\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u6d4b\u91cf\uff0c\u5b9e\u65f6\u76d1\u6d4b\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u6fc0\u5b50\u5bff\u547d\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u968f\u5e94\u53d8\u53d8\u5316\u7684\u52a8\u6001\u54cd\u5e94\u3002 \n - \u901a\u8fc7\u5e94\u53d8\u8c03\u8282\uff0c\u7814\u7a76\u6fc0\u5b50\u6001\u5c40\u57df\u52bf\u9631\u53d8\u5316\u53ca\u5176\u5bf9\u6fc0\u5b50\u89e3\u79bb\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5f71\u54cd\u3002\n- **\u52a8\u6001\u8026\u5408\u5b9e\u9a8c\u8bbe\u8ba1** \n - \u8054\u5408\u7535\u573a\u548c\u5e94\u53d8\u63a7\u5236\uff0c\u63a2\u7d22\u4e24\u8005\u534f\u540c\u4f5c\u7528\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u8c03\u63a7\u6548\u5e94\u3002\n- **\u6e29\u5ea6\u63a7\u5236\u4e0e\u5149\u70ed\u6548\u5e94\u6d4b\u91cf** \n - \u7ed3\u5408\u6fc0\u5149\u529f\u7387\u8c03\u8282\uff0c\u6d4b\u91cf\u5c40\u90e8\u5149\u70ed\u6548\u5e94\u5bf9\u8fc1\u79fb\u7387\u548c\u590d\u5408\u901f\u7387\u7684\u5f71\u54cd\uff0c\u9a8c\u8bc1\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u6a21\u5757\u3002\n\n#### 3.5 \u73af\u5883\u7a33\u5b9a\u6027\u6d4b\u8bd5\n- \u5728\u7a7a\u6c14\u3001\u6e7f\u5ea6\u63a7\u5236\u548c\u60f0\u6027\u6c14\u6c1b\u73af\u5883\u4e0b\uff0c\u8fdb\u884c\u957f\u65f6\u95f4\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\u3002 \n- \u7ed3\u5408X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u548c\u62c9\u66fc\u5149\u8c31\uff0c\u5206\u6790\u8868\u9762\u5316\u5b66\u6001\u548c\u7f3a\u9677\u52a8\u6001\u53d8\u5316\u3002\n\n---\n\n### 4. \u6570\u636e\u5206\u6790\u4e0e\u9a8c\u8bc1\n- \u5229\u7528\u5b9e\u9a8c\u6d4b\u5f97\u7684\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u53c2\u6570\u53ca\u52a8\u6001\u8c03\u63a7\u6570\u636e\uff0c\u7ed3\u5408\u5149\u7535\u6027\u80fd\u6570\u636e\uff0c\u9a8c\u8bc1\u7406\u8bba\u6a21\u578b\u4e2d\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u590d\u5408\u53ca\u754c\u9762\u7535\u573a\u7684\u5f71\u54cd\u53ca\u5176\u52a8\u6001\u54cd\u5e94\u3002\n- \u901a\u8fc7\u5bf9\u6bd4\u4e0d\u540c\u6837\u54c1\uff08\u5355\u5c42\u3001\u591a\u5c42\u3001\u63ba\u6742\u3001\u5f02\u8d28\u7ed3\uff09\u53ca\u4e0d\u540c\u52a8\u6001\u8c03\u63a7\u6761\u4ef6\u4e0b\u7684\u6570\u636e\uff0c\u660e\u786e\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u5173\u952e\u5149\u7535\u6027\u8d28\u53c2\u6570\uff08\u6fc0\u5b50\u5bff\u547d\u3001\u8fc1\u79fb\u7387\u3001\u590d\u5408\u901f\u7387\uff09\u7684\u8c03\u63a7\u4f5c\u7528\u3002\n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u548c\u591a\u7269\u7406\u573a\u6a21\u62df\uff0c\u5b9a\u91cf\u5339\u914d\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u7279\u522b\u662f\u52a8\u6001\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\u4e0b\u7684\u53c2\u6570\u3002\n- \u5e94\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u5904\u7406\u591a\u7ec4\u6570\u636e\uff0c\u786e\u4fdd\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002\n\n---\n\n### 5. \u9884\u671f\u7ed3\u679c\u4e0e\u8d21\u732e\n- \u660e\u786e\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e0e\u7f3a\u9677\u5f62\u6210\u80fd\u5bf9\u6fc0\u5b50\u7a33\u5b9a\u6027\u548c\u89e3\u79bb\u6548\u7387\u7684\u5f71\u54cd\u3002\n- \u91cf\u5316\u6676\u7c92\u5c3a\u5bf8\u548c\u754c\u9762\u7f3a\u9677\u5bf9\u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u7684\u9650\u5236\u4f5c\u7528\u3002\n- \u9a8c\u8bc1\u754c\u9762\u5185\u5efa\u7535\u573a\u901a\u8fc7\u5f02\u8d28\u7ed3\u8bbe\u8ba1\u53ca\u539f\u4f4d\u7535\u573a\u65bd\u52a0\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u3002\n- \u5b9e\u73b0\u5e94\u53d8\u5de5\u7a0b\u5bf9\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5b9e\u65f6\u8c03\u63a7\uff0c\u63ed\u793a\u5e94\u53d8\u8bf1\u5bfc\u7684\u52bf\u9631\u8c03\u5236\u673a\u5236\u3002\n- \u8bc4\u4f30\u73af\u5883\u56e0\u7d20\u5f15\u8d77\u7684\u7f3a\u9677\u52a8\u6001\u53d8\u5316\u5bf9\u5149\u7535\u6027\u80fd\u7684\u957f\u671f\u5f71\u54cd\u3002\n- \u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u652f\u6301\u6784\u5efa\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u7406\u8bba\u6a21\u578b\uff0c\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u3002\n- \u4e3a\u52a8\u6001\u8c03\u63a7\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u80fd\u63d0\u4f9b\u5b9e\u9a8c\u4f9d\u636e\uff0c\u63a8\u52a8\u667a\u80fd\u5316\u5149\u7535\u5668\u4ef6\u5f00\u53d1\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u63d0\u4f9b\u8be6\u7ec6\u7684\u5b9e\u9a8c\u6b65\u9aa4\u3001\u8bbe\u5907\u53c2\u6570\u53ca\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff0c\u534f\u52a9\u591a\u5b66\u79d1\u56e2\u961f\u8fdb\u884c\u6df1\u5165\u534f\u4f5c\u548c\u9a8c\u8bc1\u3002\u6b22\u8fce\u6307\u793a\u4e0b\u4e00\u6b65\u5177\u4f53\u9700\u6c42\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\uff0c\u9a8c\u8bc1\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\uff0c\u5f62\u6210\u6700\u7ec8\u9a8c\u8bc1\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u7406\u8bba\u6a21\u578b\uff08\u5305\u62ec\u6700\u65b0\u6539\u8fdb\u7684\u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u8c03\u63a7\u6a21\u5757\uff09\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u5168\u9762\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u57fa\u4e8e\u4e30\u5bcc\u7684\u5b9e\u9a8c\u6570\u636e\uff08\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u7ed3\u6784\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u3001\u6fc0\u5b50\u5bff\u547d\u7b49\uff09\u4e0e\u7406\u8bba\u6a21\u62df\u7684\u5b9a\u91cf\u5bf9\u6bd4\u5206\u6790\uff0c\u6211\u4eec\u5bf9\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u8fdb\u884c\u4e86\u7cfb\u7edf\u9a8c\u8bc1\uff0c\u5177\u4f53\u603b\u7ed3\u5982\u4e0b\uff1a\n\n1. **\u5e26\u9699\u7c7b\u578b\u4e0e\u80fd\u5e26\u7ed3\u6784** \n \u5b9e\u9a8c\u6d4b\u5f97\u5355\u5c42TMDCs\u4e3a\u76f4\u63a5\u5e26\u9699\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u9ad8\uff08\u7ea6\u6570\u767emeV\uff09\uff0c\u5149\u5438\u6536\u622a\u9762\u5927\uff0c\u6fc0\u5b50\u751f\u6210\u6548\u7387\u9ad8\uff0c\u5149\u81f4\u53d1\u5149\u5f3a\u4e14\u5bff\u547d\u957f\u3002\u591a\u5c42\u53ca\u77f3\u58a8\u70ef\u4e3a\u95f4\u63a5\u6216\u96f6\u5e26\u9699\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u663e\u8457\u964d\u4f4e\uff0c\u6fc0\u5b50\u6001\u4e0d\u7a33\u5b9a\uff0c\u5149\u751f\u81ea\u7531\u8f7d\u6d41\u5b50\u5360\u4e3b\u5bfc\uff0c\u54cd\u5e94\u901f\u5ea6\u5feb\u4f46\u53d1\u5149\u6548\u7387\u4f4e\u3002\u7406\u8bba\u6a21\u578b\u51c6\u786e\u6355\u6349\u4e86\u5e26\u9699\u7c7b\u578b\u5bf9\u5149\u5438\u6536\u548c\u6fc0\u5b50\u751f\u6210\u7684\u5f71\u54cd\u3002\n\n2. **\u6fc0\u5b50\u7ed3\u5408\u80fd\u4e0e\u6fc0\u5b50\u6001\u7a33\u5b9a\u6027** \n \u4f4e\u6e29PL\u548c\u5438\u6536\u5149\u8c31\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u9a8c\u8bc1\uff0c\u6fc0\u5b50\u7ed3\u5408\u80fd\u968f\u5e94\u53d8\u8c03\u8282\u5448\u53ef\u9006\u53d8\u5316\uff0c\u5f71\u54cd\u6fc0\u5b50\u7a33\u5b9a\u6027\u548c\u89e3\u79bb\u95e8\u69db\u3002\u52a8\u6001\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u663e\u793a\uff0c\u9002\u5ea6\u62c9\u4f38\u5e94\u53d8\u964d\u4f4e\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\uff0c\u589e\u5f3a\u5149\u751f\u81ea\u7531\u8f7d\u6d41\u5b50\u4ea7\u751f\uff0c\u7b26\u5408\u6a21\u578b\u4e2d\u5e94\u53d8\u8c03\u63a7\u6fc0\u5b50\u6001\u7684\u9884\u6d4b\u3002\n\n3. **\u6fc0\u5b50\u52a8\u529b\u5b66\u53c2\u6570\uff08\u6269\u6563\u957f\u5ea6\u3001\u5bff\u547d\uff09** \n \u7f3a\u9677\u5bc6\u5ea6\u9ad8\u7684\u6837\u54c1\u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u660e\u663e\u7f29\u77ed\uff0810-20 nm\uff09\uff0c\u5bff\u547d\u964d\u4f4e\uff0c\u5bfc\u81f4\u5149\u7535\u8f6c\u6362\u6548\u7387\u4e0b\u964d\u3002\u7f3a\u9677\u949d\u5316\u5904\u7406\u540e\uff0c\u6fc0\u5b50\u5bff\u547d\u5ef6\u957f\uff0c\u6269\u6563\u957f\u5ea6\u589e\u52a0\u3002\u52a8\u6001\u7535\u573a\u65bd\u52a0\u5b9e\u9a8c\u8868\u660e\uff0c\u589e\u5f3a\u7535\u573a\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\uff0c\u7f29\u77ed\u6fc0\u5b50\u5bff\u547d\u4f46\u63d0\u9ad8\u81ea\u7531\u8f7d\u6d41\u5b50\u4ea7\u989d\u3002\u6a21\u578b\u4e2d\u7684\u6269\u6563-\u590d\u5408\u65b9\u7a0b\u53ca\u6fc0\u5b50\u89e3\u79bb\u7387\u51fd\u6570\u4e0e\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u543b\u5408\u3002\n\n4. **\u754c\u9762\u5185\u5efa\u7535\u573a\u4e0e\u5916\u52a0\u7535\u573a** \n \u5f02\u8d28\u7ed3\u6837\u54c1\u4e2d\u754c\u9762\u5185\u5efa\u7535\u573a\u901a\u8fc7\u5f02\u8d28\u7ed3\u80fd\u7ea7\u5339\u914d\u5f62\u6210\uff0c\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\u548c\u8f7d\u6d41\u5b50\u5206\u79bb\u3002\u539f\u4f4d\u7535\u573a\u8c03\u63a7\u5b9e\u9a8c\u660e\u786e\u663e\u793a\uff0c\u7535\u573a\u5f3a\u5ea6\u589e\u5f3a\u663e\u8457\u63d0\u9ad8\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u63d0\u5347\u5149\u7535\u6d41\u3002\u6a21\u578b\u4e2d\u52a8\u6001\u7535\u573a\u5f15\u5165\u4e0e\u5b9e\u9a8c\u7ed3\u679c\u4e00\u81f4\uff0c\u9a8c\u8bc1\u4e86\u7535\u573a\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5173\u952e\u4f5c\u7528\u3002\n\n5. **\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d** \n \u7535\u5b66\u8f93\u8fd0\u6d4b\u8bd5\u8868\u660e\uff0c\u6676\u4f53\u8d28\u91cf\u548c\u63ba\u6742\u5f71\u54cd\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u7f3a\u9677\u5bc6\u5ea6\u9ad8\u65f6\u8fc1\u79fb\u7387\u4e0b\u964d\u3002\u8868\u9762\u5b98\u80fd\u56e2\u4fee\u9970\u6709\u6548\u949d\u5316\u7f3a\u9677\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\u3002\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u663e\u793a\uff0c\u9002\u5ea6\u5e94\u53d8\u53ef\u8c03\u8282\u8fc1\u79fb\u7387\uff0c\u90e8\u5206\u6837\u54c1\u8fc1\u79fb\u7387\u63d0\u534710%-30%\u3002\u7406\u8bba\u6a21\u578b\u4e2d\u8fc1\u79fb\u7387\u4e0e\u590d\u5408\u901f\u7387\u5bf9\u5e94\u53d8\u548c\u7f3a\u9677\u5bc6\u5ea6\u7684\u4f9d\u8d56\u5173\u7cfb\u5f97\u5230\u4e86\u5b9e\u9a8c\u9a8c\u8bc1\u3002\n\n6. **\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u4e0e\u8fc1\u79fb\u65f6\u95f4** \n \u65f6\u95f4\u5206\u8fa8PL\u548c\u77ac\u6001\u5438\u6536\u6570\u636e\u8868\u660e\uff0c\u975e\u8f90\u5c04\u590d\u5408\u901f\u7387\u53d7\u7f3a\u9677\u548c\u754c\u9762\u6001\u5f71\u54cd\u663e\u8457\uff0c\u7f3a\u9677\u949d\u5316\u548c\u8868\u9762\u4fee\u9970\u964d\u4f4e\u975e\u8f90\u5c04\u590d\u5408\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\u3002\u52a8\u6001\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u663e\u793a\uff0c\u590d\u5408\u901f\u7387\u53ef\u88ab\u8c03\u8282\uff0c\u5f71\u54cd\u5668\u4ef6\u54cd\u5e94\u65f6\u95f4\u548c\u6548\u7387\u3002\u6a21\u578b\u4e2d\u7684\u590d\u5408\u901f\u7387\u8868\u8fbe\u5f0f\u6210\u529f\u63cf\u8ff0\u4e86\u8fd9\u4e9b\u8c03\u63a7\u6548\u5e94\u3002\n\n7. **\u754c\u9762\u7ed3\u6784\u4e0e\u8868\u9762\u5316\u5b66\u4fee\u9970** \n \u9ad8\u5206\u8fa8TEM\u548cXPS\u5206\u6790\u8bc1\u5b9e\uff0c\u754c\u9762\u7f3a\u9677\u548c\u7c97\u7cd9\u5ea6\u589e\u52a0\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u964d\u4f4e\u5149\u7535\u6027\u80fd\u3002\u8868\u9762\u5b98\u80fd\u56e2\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\uff0c\u5b9e\u73b0\u8868\u9762\u949d\u5316\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\u3002\u52a8\u6001\u8c03\u63a7\u5b9e\u9a8c\u8868\u660e\uff0c\u8868\u9762\u72b6\u6001\u5bf9\u8f7d\u6d41\u5b50\u884c\u4e3a\u6709\u5b9e\u65f6\u5f71\u54cd\uff0c\u6a21\u578b\u4e2d\u754c\u9762\u6001\u5bc6\u5ea6\u4e0e\u590d\u5408\u901f\u7387\u7684\u8026\u5408\u5f97\u5230\u5b9e\u9a8c\u8bc1\u5b9e\u3002\n\n8. **\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd** \n DSC\u548c\u9ad8\u6e29XRD\u8868\u660e\u6750\u6599\u7ed3\u6784\u70ed\u7a33\u5b9a\uff0c\u7f3a\u9677\u5f62\u6210\u80fd\u4e0e\u73af\u5883\u56e0\u7d20\u76f8\u5173\u3002\u957f\u671f\u73af\u5883\u6d4b\u8bd5\u663e\u793a\uff0c\u6c27\u5316\u548c\u6c34\u89e3\u5f15\u5165\u7f3a\u9677\uff0c\u964d\u4f4e\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u5668\u4ef6\u7a33\u5b9a\u6027\u3002\u5149\u70ed\u6548\u5e94\u5b9e\u9a8c\u63ed\u793a\u5c40\u90e8\u6e29\u5ea6\u5347\u9ad8\u5bfc\u81f4\u8fc1\u79fb\u7387\u4e0b\u964d\u548c\u590d\u5408\u901f\u7387\u589e\u52a0\u3002\u6a21\u578b\u4e2d\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u73af\u5883\u5f71\u54cd\u6a21\u5757\u4e0e\u5b9e\u9a8c\u8868\u73b0\u4e00\u81f4\uff0c\u5f3a\u8c03\u5c01\u88c5\u548c\u949d\u5316\u7684\u91cd\u8981\u6027\u3002\n\n9. **\u52a8\u6001\u8c03\u63a7\u7684\u534f\u540c\u6548\u5e94** \n \u8054\u5408\u539f\u4f4d\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u9996\u6b21\u7cfb\u7edf\u63ed\u793a\u4e24\u8005\u534f\u540c\u4f5c\u7528\u4e0b\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u589e\u5f3a\u673a\u5236\uff0c\u663e\u8457\u63d0\u5347\u5149\u7535\u6027\u80fd\uff0c\u9a8c\u8bc1\u4e86\u6a21\u578b\u4e2d\u52a8\u6001\u8c03\u63a7\u6a21\u5757\u7684\u9884\u6d4b\u80fd\u529b\u3002\n\n\u7efc\u4e0a\uff0c\u7406\u8bba\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u543b\u5408\uff0c\u5168\u9762\u9a8c\u8bc1\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u8026\u5408\u673a\u5236\uff0c\u7279\u522b\u662f\u52a8\u6001\u7535\u573a\u548c\u5e94\u53d8\u8c03\u63a7\u5bf9\u6fc0\u5b50\u89e3\u79bb\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5b9e\u65f6\u8c03\u8282\u4f5c\u7528\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u8bbe\u8ba1\u548c\u4f18\u5316\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u548c\u5b9e\u9a8c\u57fa\u7840\u3002\n\n```\u9a8c\u8bc1\u540e\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\n1. 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\u754c\u9762\u5185\u5efa\u7535\u573a\u53ca\u5916\u52a0\u7535\u573a\u662f\u6fc0\u5b50\u89e3\u79bb\u548c\u8f7d\u6d41\u5b50\u5206\u79bb\u7684\u5173\u952e\uff0c\u52a8\u6001\u7535\u573a\u8c03\u63a7\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u3002 \n- \u754c\u9762\u7ed3\u6784\u548c\u8868\u9762\u5316\u5b66\u4fee\u9970\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u3001\u80fd\u7ea7\u548c\u590d\u5408\u4e2d\u5fc3\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u5b9e\u65f6\u8c03\u8282\u3002 \n\n4. \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd \n- \u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u73af\u5883\u56e0\u7d20\u5f71\u54cd\u6750\u6599\u7ed3\u6784\u548c\u7f3a\u9677\u52a8\u6001\uff0c\u5149\u70ed\u6548\u5e94\u5f71\u54cd\u8f7d\u6d41\u5b50\u8f93\u8fd0\u548c\u590d\u5408\uff0c\u9700\u5408\u7406\u5c01\u88c5\u548c\u6563\u70ed\u8bbe\u8ba1\u3002 \n\n5. \u534f\u540c\u8c03\u63a7\u673a\u5236 \n- \u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u534f\u540c\u8c03\u63a7\u663e\u8457\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u7387\u548c\u8f7d\u6d41\u5b50\u8f93\u8fd0\u6548\u7387\uff0c\u662f\u5b9e\u73b0\u9ad8\u6548\u667a\u80fd\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u5173\u952e\u624b\u6bb5\u3002 \n\n\u4e8c\u3001\u76f8\u4e92\u5173\u7cfb\u6846\u67b6\u793a\u610f\n\n\u80fd\u5e26\u7ed3\u6784\uff08\u5e26\u9699\u7c7b\u578b\u3001\u6fc0\u5b50\u7ed3\u5408\u80fd\uff09\u2192\u51b3\u5b9a\u2192\u5149\u5438\u6536\u6548\u7387\u4e0e\u6fc0\u5b50\u751f\u6210\u7387 \n\u2193 \n\u6fc0\u5b50\u52a8\u529b\u5b66\uff08\u6269\u6563\u957f\u5ea6\u3001\u5bff\u547d\uff09\u2190\u53d7\u2192\u7f3a\u9677\u5bc6\u5ea6\u3001\u6742\u8d28\u3001\u754c\u9762\u6001\u5f71\u54cd \n\u2193 \n\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u2190\u7531\u2192\u754c\u9762\u5185\u5efa\u7535\u573a\u3001\u5916\u52a0\u7535\u573a\u8c03\u63a7 \n\u2193 \n\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u2190\u53d7\u2192\u6676\u4f53\u8d28\u91cf\u3001\u63ba\u6742\u3001\u7f3a\u9677\u53ca\u5e94\u53d8\u3001\u7535\u573a\u8c03\u63a7\u5f71\u54cd \n\u2193 \n\u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u2190\u7531\u2192\u7f3a\u9677\u3001\u754c\u9762\u6001\u53ca\u8868\u9762\u949d\u5316\u8c03\u8282 \n\u2193 \n\u5668\u4ef6\u54cd\u5e94\u901f\u5ea6\u4e0e\u6548\u7387\u7531\u8f7d\u6d41\u5b50\u8fc1\u79fb\u4e0e\u590d\u5408\u52a8\u6001\u51b3\u5b9a \n\n\u540c\u65f6\uff0c\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u73af\u5883\u56e0\u7d20\u5f71\u54cd\u6750\u6599\u7ed3\u6784\u7a33\u5b9a\u6027\u53ca\u7f3a\u9677\u52a8\u6001\uff0c\u53cd\u9988\u5f71\u54cd\u4e0a\u8ff0\u6240\u6709\u8fc7\u7a0b\u3002\u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u7684\u534f\u540c\u4f5c\u7528\u8d2f\u7a7f\u6fc0\u5b50\u89e3\u79bb\u4e0e\u8f7d\u6d41\u5b50\u8f93\u8fd0\u5168\u8fc7\u7a0b\uff0c\u63d0\u5347\u6574\u4f53\u5149\u7535\u6027\u80fd\u3002\n\n\u4e09\u3001\u603b\u7ed3\n\n\u8be5\u6846\u67b6\u4f53\u73b0\u4e86\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u53d7\u591a\u56e0\u7d20\u3001\u591a\u5c42\u6b21\u3001\u591a\u7269\u7406\u8fc7\u7a0b\u5171\u540c\u8c03\u63a7\u7684\u590d\u6742\u6027\uff0c\u5f3a\u8c03\u4e86\u7ed3\u6784-\u52a8\u529b\u5b66-\u754c\u9762-\u73af\u5883\u56db\u5927\u7ef4\u5ea6\u7684\u8026\u5408\u5173\u7cfb\u53ca\u52a8\u6001\u8c03\u63a7\u673a\u5236\uff0c\u4e3a\u540e\u7eed\u6df1\u5165\u7814\u7a76\u548c\u5668\u4ef6\u8bbe\u8ba1\u63d0\u4f9b\u7406\u8bba\u6307\u5bfc\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u5149\u7535\u8f6c\u6362\u673a\u5236\u89d2\u5ea6\uff0c\u5206\u6790\u5e76\u8865\u5145\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u4ece\u5149\u7535\u8f6c\u6362\u673a\u5236\u89d2\u5ea6\u51fa\u53d1\uff0c\u8865\u5145\u5e76\u6df1\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\uff0c\u5177\u4f53\u5206\u6790\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u9636\u6bb5 \n1. \u80fd\u5e26\u7ed3\u6784\u4e0e\u5e26\u9699\u7c7b\u578b\u51b3\u5b9a\u5149\u5438\u6536\u8c31\u8303\u56f4\u548c\u5438\u6536\u622a\u9762\u3002\u76f4\u63a5\u5e26\u9699\u6750\u6599\u5149\u5438\u6536\u6548\u7387\u9ad8\uff0c\u6fc0\u5b50\u751f\u6210\u7387\u5927\uff0c\u5229\u4e8e\u5149\u751f\u8f7d\u6d41\u5b50\u7684\u4ea7\u751f\u3002 \n2. \u6fc0\u5b50\u7ed3\u5408\u80fd\u5927\u5c0f\u5f71\u54cd\u6fc0\u5b50\u7a33\u5b9a\u6027\u53ca\u751f\u6210\u6548\u7387\u3002\u9ad8\u7ed3\u5408\u80fd\u6709\u5229\u4e8e\u6fc0\u5b50\u5f62\u6210\uff0c\u4f46\u8fc7\u9ad8\u7ed3\u5408\u80fd\u4e0d\u5229\u4e8e\u6fc0\u5b50\u89e3\u79bb\uff0c\u9650\u5236\u81ea\u7531\u8f7d\u6d41\u5b50\u4ea7\u751f\u3002\u5e94\u53d8\u8c03\u63a7\u901a\u8fc7\u6539\u53d8\u6676\u683c\u5e38\u6570\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8c03\u8282\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u5b9e\u73b0\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210\u7684\u5e73\u8861\u3002 \n\n\u4e8c\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u4e0e\u89e3\u79bb\u673a\u5236 \n1. \u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u548c\u5bff\u547d\u662f\u6fc0\u5b50\u80fd\u5426\u6709\u6548\u8fc1\u79fb\u81f3\u754c\u9762\u6216\u7535\u573a\u533a\u57df\u7684\u5173\u952e\uff0c\u76f4\u63a5\u5f71\u54cd\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u3002\u7f3a\u9677\u548c\u6742\u8d28\u4f5c\u4e3a\u6fc0\u5b50\u590d\u5408\u4e2d\u5fc3\uff0c\u7f29\u77ed\u6fc0\u5b50\u5bff\u547d\uff0c\u964d\u4f4e\u6269\u6563\u957f\u5ea6\u3002 \n2. \u754c\u9762\u5185\u5efa\u7535\u573a\u548c\u5916\u52a0\u7535\u573a\u901a\u8fc7\u5e93\u4ed1\u529b\u4f5c\u7528\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\uff0c\u751f\u6210\u81ea\u7531\u7535\u5b50\u548c\u7a7a\u7a74\u3002\u52a8\u6001\u7535\u573a\u8c03\u63a7\u53ef\u5b9e\u65f6\u4f18\u5316\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\uff0c\u63d0\u5347\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u3002 \n3. \u6fc0\u5b50\u89e3\u79bb\u4e0d\u4ec5\u4f9d\u8d56\u7535\u573a\u5f3a\u5ea6\uff0c\u8fd8\u53d7\u6fc0\u5b50\u80fd\u7ea7\u7ed3\u6784\u548c\u754c\u9762\u80fd\u7ea7\u5bf9\u9f50\u5f71\u54cd\uff0c\u754c\u9762\u80fd\u7ea7\u5de5\u7a0b\u662f\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u7684\u91cd\u8981\u624b\u6bb5\u3002 \n\n\u4e09\u3001\u81ea\u7531\u8f7d\u6d41\u5b50\u7684\u8f93\u8fd0\u4e0e\u590d\u5408 \n1. \u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u53d7\u6676\u4f53\u7f3a\u9677\u3001\u63ba\u6742\u6d53\u5ea6\u53ca\u6676\u683c\u7578\u53d8\u5f71\u54cd\uff0c\u9ad8\u8d28\u91cf\u6676\u4f53\u548c\u9002\u5f53\u63ba\u6742\u53ef\u63d0\u5347\u8fc1\u79fb\u7387\u3002\u5e94\u53d8\u548c\u7535\u573a\u8c03\u63a7\u6676\u683c\u7ed3\u6784\u548c\u8f7d\u6d41\u5b50\u80fd\u6001\uff0c\u6709\u52a9\u4e8e\u4f18\u5316\u8f7d\u6d41\u5b50\u8f93\u8fd0\u8def\u5f84\u548c\u901f\u5ea6\u3002 \n2. \u8f7d\u6d41\u5b50\u5bff\u547d\u53d7\u975e\u8f90\u5c04\u590d\u5408\u8fc7\u7a0b\u9650\u5236\uff0c\u7f3a\u9677\u6001\u548c\u754c\u9762\u6001\u662f\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u8868\u9762\u949d\u5316\u548c\u754c\u9762\u4fee\u9970\u80fd\u6709\u6548\u964d\u4f4e\u975e\u8f90\u5c04\u590d\u5408\u635f\u5931\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u63d0\u9ad8\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n3. \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u4e0e\u8fc1\u79fb\u65f6\u95f4\u7684\u5339\u914d\u51b3\u5b9a\u5668\u4ef6\u54cd\u5e94\u901f\u5ea6\uff0c\u9ad8\u8fc1\u79fb\u7387\u548c\u4f4e\u590d\u5408\u901f\u7387\u662f\u9ad8\u901f\u5149\u7535\u5668\u4ef6\u8bbe\u8ba1\u7684\u5173\u952e\u3002 \n\n\u56db\u3001\u754c\u9762\u5de5\u7a0b\u4e0e\u8868\u9762\u5316\u5b66\u8c03\u63a7 \n1. \u754c\u9762\u7ed3\u6784\u5f71\u54cd\u80fd\u7ea7\u5bf9\u9f50\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\u6548\u7387\uff0c\u826f\u597d\u7684\u754c\u9762\u5339\u914d\u51cf\u5c11\u754c\u9762\u9677\u9631\u6001\uff0c\u63d0\u9ad8\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u3002 \n2. \u8868\u9762\u5316\u5b66\u4fee\u9970\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u5206\u5e03\uff0c\u52a8\u6001\u8c03\u63a7\u754c\u9762\u6001\u5bc6\u5ea6\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u5b9e\u65f6\u8c03\u8282\uff0c\u63d0\u5347\u5668\u4ef6\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u6027\u80fd\u3002 \n\n\u4e94\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u9002\u5e94\u6027 \n1. \u5149\u70ed\u6548\u5e94\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u5347\u9ad8\u5f71\u54cd\u8f7d\u6d41\u5b50\u8f93\u8fd0\u548c\u590d\u5408\u8fc7\u7a0b\uff0c\u5408\u7406\u6563\u70ed\u8bbe\u8ba1\u548c\u5c01\u88c5\u6280\u672f\u5bf9\u7ef4\u6301\u7a33\u5b9a\u5149\u7535\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002 \n2. \u73af\u5883\u56e0\u7d20\uff08\u5982\u6e7f\u5ea6\u3001\u6c27\u6c14\uff09\u53ef\u8bf1\u5bfc\u7f3a\u9677\u751f\u6210\u548c\u6750\u6599\u964d\u89e3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u548c\u754c\u9762\u7a33\u5b9a\u6027\uff0c\u9700\u901a\u8fc7\u6750\u6599\u8bbe\u8ba1\u548c\u5c01\u88c5\u52a0\u4ee5\u63a7\u5236\u3002 \n\n\u516d\u3001\u534f\u540c\u52a8\u6001\u8c03\u63a7\u673a\u5236 \n1. \u5e94\u53d8\u4e0e\u52a8\u6001\u7535\u573a\u7684\u534f\u540c\u4f5c\u7528\u4e0d\u4ec5\u8c03\u8282\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u89e3\u79bb\u6548\u7387\uff0c\u8fd8\u4f18\u5316\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84\u548c\u5bff\u547d\uff0c\u5b9e\u73b0\u5149\u7535\u8f6c\u6362\u8fc7\u7a0b\u7684\u5168\u94fe\u6761\u6027\u80fd\u63d0\u5347\u3002 \n2. \u8fd9\u79cd\u591a\u7269\u7406\u573a\u8026\u5408\u8c03\u63a7\u673a\u5236\u4e3a\u5b9e\u73b0\u9ad8\u6548\u3001\u667a\u80fd\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u63d0\u4f9b\u4e86\u6280\u672f\u8def\u7ebf\u548c\u7406\u8bba\u57fa\u7840\u3002 \n\n\u7efc\u4e0a\uff0c\u4ece\u5149\u7535\u8f6c\u6362\u673a\u5236\u89c6\u89d2\uff0c\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u6db5\u76d6\u5149\u5438\u6536\u6fc0\u5b50\u751f\u6210\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u4e0e\u89e3\u79bb\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u4e0e\u590d\u5408\u3001\u754c\u9762\u53ca\u8868\u9762\u8c03\u63a7\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\uff0c\u4ee5\u53ca\u591a\u7269\u7406\u573a\u534f\u540c\u8c03\u63a7\u3002\u5404\u56e0\u7d20\u901a\u8fc7\u5f71\u54cd\u6fc0\u5b50\u4e0e\u8f7d\u6d41\u5b50\u7684\u4ea7\u751f\u3001\u8fc1\u79fb\u3001\u89e3\u79bb\u548c\u590d\u5408\u8fc7\u7a0b\uff0c\u5171\u540c\u51b3\u5b9a\u6700\u7ec8\u7684\u5149\u7535\u8f6c\u6362\u6548\u7387\u548c\u5668\u4ef6\u6027\u80fd\u3002\u6df1\u5165\u7406\u89e3\u8fd9\u4e9b\u673a\u5236\uff0c\u6709\u52a9\u4e8e\u6307\u5bfc\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u4e0e\u52a0\u5de5\uff0c\u5b9e\u73b0\u9ad8\u6027\u80fd\u5149\u7535\u5668\u4ef6\u7684\u5f00\u53d1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u624b\u6bb5\u6d4b\u5b9a\u7684\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u5df2\u6709\u7684\u7406\u8bba\u548c\u7269\u7406\u673a\u5236\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u89c6\u89d2\uff0c\u91cd\u70b9\u4ece\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u8868\u5f81\u4e24\u65b9\u9762\uff0c\u63d0\u51fa\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u80fd\u5e26\u7ed3\u6784\u4e0e\u6fc0\u5b50\u6027\u8d28\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. \u5149\u81f4\u53d1\u5149\u5149\u8c31\uff08PL\uff09\u548c\u5438\u6536\u5149\u8c31\u6d4b\u5b9a\uff1a \n - \u901a\u8fc7\u4f4e\u6e29\u548c\u5ba4\u6e29PL\u6d4b\u91cf\uff0c\u83b7\u53d6\u5e26\u9699\u7c7b\u578b\uff08\u76f4\u63a5/\u95f4\u63a5\uff09\u53ca\u6fc0\u5b50\u53d1\u5c04\u5cf0\u4f4d\u7f6e\uff0c\u9a8c\u8bc1\u5e26\u9699\u7ed3\u6784\u5bf9\u5149\u5438\u6536\u6548\u7387\u548c\u6fc0\u5b50\u751f\u6210\u7387\u7684\u5f71\u54cd\u3002 \n - \u5438\u6536\u5149\u8c31\uff08\u5982\u5149\u5438\u6536\u3001\u5dee\u5206\u53cd\u5c04\u5149\u8c31\uff09\u5b9a\u91cf\u5206\u6790\u5149\u5438\u6536\u622a\u9762\u548c\u5e26\u9699\u5bbd\u5ea6\uff0c\u8f85\u52a9\u786e\u8ba4\u80fd\u5e26\u7ed3\u6784\u3002 \n2. \u6fc0\u5b50\u7ed3\u5408\u80fd\u6d4b\u5b9a\uff1a \n - \u5229\u7528\u5149\u81f4\u53d1\u5149\u6fc0\u53d1\u529f\u7387\u4f9d\u8d56\u6027\u548c\u6e29\u5ea6\u4f9d\u8d56\u6027\u5206\u6790\u6fc0\u5b50\u6001\u7a33\u5b9a\u6027\u3002 \n - \u91c7\u7528\u5149\u6cf5-\u63a2\u6d4b\u5b9e\u9a8c\uff08\u5982\u77ac\u6001\u5438\u6536\u5149\u8c31\uff09\u6d4b\u91cf\u6fc0\u5b50\u89e3\u79bb\u52a8\u529b\u5b66\uff0c\u7ed3\u5408\u7406\u8bba\u6a21\u578b\u53cd\u6f14\u6fc0\u5b50\u7ed3\u5408\u80fd\u3002 \n - \u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\u4e2d\uff0c\u901a\u8fc7\u539f\u4f4d\u62c9\u4f38\u6216\u538b\u7f29\u6837\u54c1\uff0c\u7ed3\u5408\u5149\u8c31\u53d8\u5316\uff0c\u9a8c\u8bc1\u5e94\u53d8\u5bf9\u6fc0\u5b50\u7ed3\u5408\u80fd\u7684\u8c03\u8282\u6548\u679c\u3002 \n\n\u4e8c\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. \u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u548c\u5bff\u547d\u6d4b\u5b9a\uff1a \n - \u5229\u7528\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u77ac\u6001\u5438\u6536\u5149\u8c31\uff08TA\uff09\u6d4b\u91cf\u6fc0\u5b50\u5bff\u547d\u3002 \n - \u901a\u8fc7\u7a7a\u95f4\u5206\u8fa8\u5149\u5b66\u663e\u5fae\u6280\u672f\uff08\u5982\u8367\u5149\u663e\u5fae\u6210\u50cf\uff09\u7ed3\u5408\u6fc0\u53d1\u5149\u6591\u626b\u63cf\uff0c\u5b9a\u91cf\u6d4b\u5b9a\u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u3002 \n2. \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u6fc0\u5b50\u52a8\u529b\u5b66\u5173\u7cfb\uff1a \n - \u7ed3\u5408\u626b\u63cf\u96a7\u9053\u663e\u5fae\u955c\uff08STM\uff09\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u5149\u81f4\u53d1\u5149\u7f3a\u9677\u6001\u53d1\u5c04\u8c31\uff0c\u5b9a\u91cf\u5206\u6790\u7f3a\u9677\u7c7b\u578b\u548c\u5bc6\u5ea6\u3002 \n - \u901a\u8fc7\u5316\u5b66\u949d\u5316\u5904\u7406\u524d\u540e\uff0c\u6bd4\u8f83\u6fc0\u5b50\u5bff\u547d\u548c\u6269\u6563\u957f\u5ea6\u53d8\u5316\uff0c\u9a8c\u8bc1\u7f3a\u9677\u949d\u5316\u5bf9\u6fc0\u5b50\u52a8\u529b\u5b66\u7684\u63d0\u5347\u4f5c\u7528\u3002 \n\n\u4e09\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. \u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u6d4b\u5b9a\uff1a \n - \u91c7\u7528\u573a\u6548\u5e94\u6676\u4f53\u7ba1\uff08FET\uff09\u7ed3\u6784\u6d4b\u8bd5\u8fc1\u79fb\u7387\uff0c\u7ed3\u5408\u970d\u5c14\u6548\u5e94\u6d4b\u91cf\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u4f53\u8d28\u91cf\u3001\u63ba\u6742\u53ca\u7f3a\u9677\u5bf9\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5f71\u54cd\u3002 \n - \u5e94\u53d8\u548c\u7535\u573a\u8c03\u63a7\u5b9e\u9a8c\u4e2d\uff0c\u5229\u7528\u539f\u4f4d\u5e94\u53d8\u53f0\u548c\u7535\u573a\u8c03\u8282\u88c5\u7f6e\uff0c\u7ed3\u5408\u8fc1\u79fb\u7387\u53d8\u5316\uff0c\u9a8c\u8bc1\u8c03\u63a7\u673a\u5236\u3002 \n2. \u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u590d\u5408\u901f\u7387\u6d4b\u91cf\uff1a \n - \u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u77ac\u6001\u5149\u5438\u6536\u5149\u8c31\uff08TA\uff09\u6d4b\u5b9a\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n - \u901a\u8fc7\u8868\u9762\u949d\u5316\u524d\u540e\u5bf9\u6bd4\uff0c\u7ed3\u5408\u975e\u8f90\u5c04\u590d\u5408\u901a\u9053\u5206\u6790\uff0c\u9a8c\u8bc1\u7f3a\u9677\u548c\u754c\u9762\u6001\u5bf9\u590d\u5408\u901f\u7387\u7684\u63a7\u5236\u4f5c\u7528\u3002 \n\n\u56db\u3001\u754c\u9762\u7ed3\u6784\u4e0e\u8868\u9762\u5316\u5b66\u4fee\u9970\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. \u754c\u9762\u7ed3\u6784\u8868\u5f81\uff1a \n - \u5229\u7528\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09\u3001\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u548cX\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u5206\u6790\u754c\u9762\u5c42\u7ed3\u6784\u548c\u5316\u5b66\u7ec4\u6210\u3002 \n - \u7ed3\u5408\u5149\u7535\u5b50\u80fd\u8c31\uff08UPS\uff09\u6d4b\u5b9a\u754c\u9762\u80fd\u7ea7\u5bf9\u9f50\u60c5\u51b5\u3002 \n2. \u8868\u9762\u5316\u5b66\u4fee\u9970\u6548\u679c\u9a8c\u8bc1\uff1a \n - \u901a\u8fc7\u754c\u9762\u4fee\u9970\u524d\u540e\u8f7d\u6d41\u5b50\u6d53\u5ea6\uff08\u5982\u7535\u5bb9-\u7535\u538b\u6d4b\u91cf\uff09\u548c\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u53c2\u6570\u53d8\u5316\uff0c\u9a8c\u8bc1\u8868\u9762\u5316\u5b66\u8c03\u63a7\u7684\u6709\u6548\u6027\u3002 \n\n\u4e94\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. \u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff1a \n - \u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u3001\u70ed\u91cd\u5206\u6790\uff08TGA\uff09\u6d4b\u5b9a\u6750\u6599\u70ed\u7a33\u5b9a\u6027\u3002 \n - \u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u548c\u62c9\u66fc\u5149\u8c31\u76d1\u6d4b\u7ed3\u6784\u53d8\u5316\u3002 \n2. \u73af\u5883\u5f71\u54cd\u5b9e\u9a8c\uff1a \n - \u5728\u4e0d\u540c\u6e7f\u5ea6\u3001\u6c27\u6c14\u6d53\u5ea6\u73af\u5883\u4e2d\u8fdb\u884c\u5149\u5b66\u548c\u7535\u5b66\u6027\u80fd\u6d4b\u8bd5\uff0c\u5206\u6790\u73af\u5883\u5bf9\u7f3a\u9677\u751f\u6210\u53ca\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - \u5149\u70ed\u6548\u5e94\u8bc4\u4f30\u901a\u8fc7\u6fc0\u5149\u52a0\u70ed\u5b9e\u9a8c\u7ed3\u5408\u7ea2\u5916\u70ed\u6210\u50cf\uff0c\u6d4b\u5b9a\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\u53ca\u5176\u5bf9\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u5f71\u54cd\u3002 \n3. \u5c01\u88c5\u4e0e\u6563\u70ed\u8bbe\u8ba1\u6548\u679c\u9a8c\u8bc1\uff1a \n - \u901a\u8fc7\u5bf9\u6bd4\u5c01\u88c5\u524d\u540e\u5149\u7535\u6027\u80fd\u7a33\u5b9a\u6027\uff0c\u9a8c\u8bc1\u5c01\u88c5\u548c\u6563\u70ed\u8bbe\u8ba1\u5bf9\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7684\u63d0\u5347\u4f5c\u7528\u3002 \n\n\u516d\u3001\u52a8\u6001\u7535\u573a\u4e0e\u5e94\u53d8\u534f\u540c\u8c03\u63a7\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u636e \n1. 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\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u548c\u5bff\u547d\u53d7\u6676\u4f53\u8d28\u91cf\u3001\u63ba\u6742\u6d53\u5ea6\u548c\u7f3a\u9677\u5bc6\u5ea6\u5f71\u54cd\u3002\u9ad8\u8d28\u91cf\u6676\u4f53\u548c\u9002\u5f53\u63ba\u6742\u6709\u5229\u4e8e\u63d0\u5347\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u5e94\u53d8\u548c\u7535\u573a\u8c03\u63a7\u901a\u8fc7\u6539\u53d8\u6676\u683c\u7ed3\u6784\u548c\u8f7d\u6d41\u5b50\u80fd\u6001\uff0c\u5b9e\u73b0\u8fc1\u79fb\u8def\u5f84\u548c\u901f\u5ea6\u7684\u4f18\u5316\u3002 \n2. \u8f7d\u6d41\u5b50\u5bff\u547d\u53d7\u975e\u8f90\u5c04\u590d\u5408\u8fc7\u7a0b\u9650\u5236\uff0c\u7f3a\u9677\u6001\u548c\u754c\u9762\u6001\u662f\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\u3002\u8868\u9762\u949d\u5316\u548c\u754c\u9762\u4fee\u9970\u80fd\u6709\u6548\u964d\u4f4e\u975e\u8f90\u5c04\u590d\u5408\u635f\u5931\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u4ece\u800c\u63d0\u5347\u5149\u7535\u8f6c\u6362\u6548\u7387\u548c\u5668\u4ef6\u54cd\u5e94\u901f\u5ea6\u3002 \n3. \u8f7d\u6d41\u5b50\u590d\u5408\u901f\u7387\u4e0e\u8fc1\u79fb\u65f6\u95f4\u7684\u5339\u914d\u51b3\u5b9a\u5668\u4ef6\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\uff0c\u9ad8\u8fc1\u79fb\u7387\u4e0e\u4f4e\u590d\u5408\u901f\u7387\u662f\u9ad8\u901f\u5149\u7535\u5668\u4ef6\u8bbe\u8ba1\u7684\u5173\u952e\u3002 \n4. \u5b9e\u9a8c\u4e2d\u901a\u8fc7\u573a\u6548\u5e94\u6676\u4f53\u7ba1\uff08FET\uff09\u7ed3\u6784\u3001\u970d\u5c14\u6548\u5e94\u6d4b\u91cf\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\uff0c\u7ed3\u5408TRPL\u548cTA\u6d4b\u5b9a\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u590d\u5408\u901f\u7387\uff0c\u9a8c\u8bc1\u7406\u8bba\u9884\u6d4b\u3002 \n\n\u56db\u3001\u754c\u9762\u5de5\u7a0b\u4e0e\u8868\u9762\u5316\u5b66\u8c03\u63a7 \n1. \u754c\u9762\u7ed3\u6784\u5f71\u54cd\u80fd\u7ea7\u5bf9\u9f50\u548c\u8f7d\u6d41\u5b50\u6ce8\u5165\u6548\u7387\uff0c\u826f\u597d\u754c\u9762\u5339\u914d\u51cf\u5c11\u754c\u9762\u9677\u9631\u6001\uff0c\u63d0\u9ad8\u8f7d\u6d41\u5b50\u5206\u79bb\u6548\u7387\u3002 \n2. \u8868\u9762\u5316\u5b66\u4fee\u9970\u8c03\u8282\u8f7d\u6d41\u5b50\u6d53\u5ea6\u548c\u80fd\u7ea7\u5206\u5e03\uff0c\u901a\u8fc7\u52a8\u6001\u8c03\u63a7\u754c\u9762\u6001\u5bc6\u5ea6\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u5b9e\u65f6\u8c03\u8282\uff0c\u63d0\u5347\u5668\u4ef6\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u6027\u80fd\u3002 \n3. \u5b9e\u9a8c\u91c7\u7528\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HRTEM\uff09\u3001\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u3001X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u3001\u7d2b\u5916\u5149\u7535\u5b50\u80fd\u8c31\uff08UPS\uff09\u7b49\u6280\u672f\u8868\u5f81\u754c\u9762\u7ed3\u6784\u548c\u80fd\u7ea7\u5bf9\u9f50\uff0c\u7ed3\u5408\u7535\u5bb9-\u7535\u538b\u6d4b\u91cf\u548c\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\u9a8c\u8bc1\u5316\u5b66\u4fee\u9970\u6548\u679c\u3002 \n\n\u4e94\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u9002\u5e94\u6027 \n1. \u5149\u70ed\u6548\u5e94\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u5347\u9ad8\u5f71\u54cd\u8f7d\u6d41\u5b50\u8f93\u8fd0\u548c\u590d\u5408\u8fc7\u7a0b\uff0c\u5408\u7406\u7684\u6563\u70ed\u8bbe\u8ba1\u548c\u5c01\u88c5\u6280\u672f\u5bf9\u4e8e\u7ef4\u6301\u7a33\u5b9a\u7684\u5149\u7535\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002 \n2. \u73af\u5883\u56e0\u7d20\u5982\u6e7f\u5ea6\u548c\u6c27\u6c14\u53ef\u8bf1\u5bfc\u7f3a\u9677\u751f\u6210\u53ca\u6750\u6599\u964d\u89e3\uff0c\u5f71\u54cd\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u548c\u754c\u9762\u7a33\u5b9a\u6027\uff0c\u9700\u901a\u8fc7\u6750\u6599\u8bbe\u8ba1\u548c\u5c01\u88c5\u52a0\u4ee5\u63a7\u5236\u3002 \n3. \u5b9e\u9a8c\u901a\u8fc7\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u3001\u70ed\u91cd\u5206\u6790\uff08TGA\uff09\u3001\u539f\u4f4d\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u548c\u62c9\u66fc\u5149\u8c31\u76d1\u6d4b\u70ed\u7a33\u5b9a\u6027\u53ca\u7ed3\u6784\u53d8\u5316\uff0c\u7ed3\u5408\u73af\u5883\u63a7\u5236\u6d4b\u8bd5\u548c\u7ea2\u5916\u70ed\u6210\u50cf\u8bc4\u4f30\u5149\u70ed\u6548\u5e94\uff0c\u9a8c\u8bc1\u5c01\u88c5\u548c\u6563\u70ed\u8bbe\u8ba1\u7684\u6548\u679c\u3002 \n\n\u516d\u3001\u534f\u540c\u52a8\u6001\u8c03\u63a7\u673a\u5236 \n1. \u5e94\u53d8\u4e0e\u52a8\u6001\u7535\u573a\u7684\u534f\u540c\u4f5c\u7528\u4e0d\u4ec5\u8c03\u8282\u6fc0\u5b50\u7ed3\u5408\u80fd\u548c\u89e3\u79bb\u6548\u7387\uff0c\u8fd8\u4f18\u5316\u8f7d\u6d41\u5b50\u8fc1\u79fb\u8def\u5f84\u548c\u5bff\u547d\uff0c\u5b9e\u73b0\u5149\u7535\u8f6c\u6362\u8fc7\u7a0b\u5168\u94fe\u6761\u6027\u80fd\u7684\u63d0\u5347\u3002 \n2. 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+ }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u63d0\u5347\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u652f\u6301\u529b\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u5f53\u524d\u5df2\u6709\u7684\u7406\u8bba\u548c\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b9e\u9a8c\u65b9\u6cd5\uff0c\u63d0\u5347\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5b9e\u9a8c\u652f\u6301\u529b\u5ea6\uff0c\u786e\u4fdd\u5404\u5173\u952e\u56e0\u7d20\u53ca\u5176\u673a\u7406\u80fd\u591f\u88ab\u51c6\u786e\u3001\u7cfb\u7edf\u5730\u91cf\u5316\u548c\u9a8c\u8bc1\u3002\u4ee5\u4e0b\u662f\u7ec6\u5316\u540e\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6cd5\u603b\u7ed3\uff1a\n\n## Improved version of \u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6cd5\u7ec6\u5316\n\n\u4e00\u3001\u80fd\u5e26\u7ed3\u6784\u4e0e\u6fc0\u5b50\u6027\u8d28\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u7ec6\u5316 \n1. \u5149\u81f4\u53d1\u5149\uff08PL\uff09\u4e0e\u5438\u6536\u5149\u8c31\u6d4b\u91cf\uff1a \n - \u7ed3\u5408\u6e29\u5ea6\u4f9d\u8d56PL\u6d4b\u91cf\uff084 K\u81f3\u5ba4\u6e29\uff09\uff0c\u7ec6\u81f4\u5206\u6790\u6fc0\u5b50\u53d1\u5c04\u5cf0\u7684\u80fd\u91cf\u4f4d\u7f6e\u53ca\u5176\u6e29\u5ea6\u6f02\u79fb\uff0c\u533a\u5206\u76f4\u63a5\u4e0e\u95f4\u63a5\u5e26\u9699\u7279\u5f81\u3002 \n - \u5229\u7528\u5dee\u5206\u53cd\u5c04\u5149\u8c31\uff08DRS\uff09\u548c\u5149\u5438\u6536\u5149\u8c31\uff0c\u7ed3\u5408\u5149\u81f4\u53d1\u5149\u6fc0\u53d1\u529f\u7387\u4f9d\u8d56\u6027\uff0c\u5b9a\u91cf\u63d0\u53d6\u6fc0\u5b50\u7ed3\u5408\u80fd\u53ca\u6fc0\u5b50\u6001\u7a33\u5b9a\u6027\u3002 \n - 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\u6fc0\u5b50\u5bff\u547d\u4e0e\u6269\u6563\u957f\u5ea6\u6d4b\u91cf\uff1a \n - \u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u7ed3\u5408\u591a\u6ce2\u957f\u6fc0\u53d1\uff0c\u5206\u79bb\u6fc0\u5b50\u590d\u5408\u8fc7\u7a0b\u4e2d\u7684\u8f90\u5c04\u4e0e\u975e\u8f90\u5c04\u901a\u9053\uff0c\u7cbe\u786e\u63d0\u53d6\u6fc0\u5b50\u5bff\u547d\u3002 \n - \u7a7a\u95f4\u5206\u8fa8\u8367\u5149\u663e\u5fae\u6210\u50cf\u914d\u5408\u6fc0\u53d1\u5149\u6591\u626b\u63cf\uff0c\u7ed3\u5408\u6570\u5b66\u6a21\u578b\u62df\u5408\uff0c\u5b9a\u91cf\u6d4b\u5b9a\u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u3002 \n2. \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u6fc0\u5b50\u52a8\u529b\u5b66\u5173\u7cfb\u9a8c\u8bc1\uff1a \n - \u7ed3\u5408\u626b\u63cf\u96a7\u9053\u663e\u5fae\u955c\uff08STM\uff09\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u8868\u5f81\u7f3a\u9677\u7c7b\u578b\u3001\u5206\u5e03\u53ca\u5bc6\u5ea6\uff0c\u5efa\u7acb\u7f3a\u9677-\u6fc0\u5b50\u52a8\u529b\u5b66\u5173\u7cfb\u6570\u636e\u5e93\u3002 \n - \u8bbe\u8ba1\u5316\u5b66\u949d\u5316\u5904\u7406\u524d\u540e\u5bf9\u6bd4\u5b9e\u9a8c\uff0c\u5229\u7528TRPL\u548cTA\u6d4b\u91cf\u6fc0\u5b50\u5bff\u547d\u53ca\u6269\u6563\u957f\u5ea6\u53d8\u5316\uff0c\u91cf\u5316\u7f3a\u9677\u949d\u5316\u6548\u679c\u3002 \n\n\u4e09\u3001\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u4e0e\u5bff\u547d\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u7ec6\u5316 \n1. \u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u6d4b\u5b9a\uff1a \n - \u5229\u7528\u573a\u6548\u5e94\u6676\u4f53\u7ba1\uff08FET\uff09\u5668\u4ef6\uff0c\u7ed3\u5408\u591a\u6e29\u5ea6\u970d\u5c14\u6548\u5e94\u6d4b\u91cf\uff0c\u83b7\u5f97\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u5206\u6790\u63ba\u6742\u548c\u7f3a\u9677\u5bf9\u8fc1\u79fb\u7387\u7684\u5f71\u54cd\u673a\u7406\u3002 \n - \u5728\u539f\u4f4d\u5e94\u53d8\u53f0\u548c\u7535\u573a\u8c03\u63a7\u88c5\u7f6e\u4e2d\uff0c\u5b9e\u65f6\u6d4b\u91cf\u8fc1\u79fb\u7387\u53d8\u5316\uff0c\u63ed\u793a\u5e94\u53d8\u4e0e\u7535\u573a\u5bf9\u8f7d\u6d41\u5b50\u8f93\u8fd0\u7684\u8c03\u63a7\u89c4\u5f8b\u3002 \n2. \u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u590d\u5408\u901f\u7387\u6d4b\u91cf\uff1a \n - \u91c7\u7528TRPL\u548c\u77ac\u6001\u5438\u6536\u5149\u8c31\uff08TA\uff09\u6d4b\u91cf\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u7ed3\u5408\u975e\u8f90\u5c04\u590d\u5408\u901a\u9053\u5206\u6790\uff0c\u533a\u5206\u590d\u5408\u673a\u5236\u3002 \n - 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X\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u4e0e\u7d2b\u5916\u5149\u7535\u5b50\u80fd\u8c31\uff08UPS\uff09\u8054\u5408\u5206\u6790\u754c\u9762\u5316\u5b66\u7ec4\u6210\u53ca\u80fd\u7ea7\u5bf9\u9f50\uff0c\u63ed\u793a\u754c\u9762\u80fd\u7ea7\u7ed3\u6784\u53d8\u5316\u3002 \n2. \u8868\u9762\u5316\u5b66\u4fee\u9970\u6548\u679c\u8bc4\u4f30\uff1a \n - \u901a\u8fc7\u7535\u5bb9-\u7535\u538b\uff08C-V\uff09\u6d4b\u91cf\u76d1\u6d4b\u8f7d\u6d41\u5b50\u6d53\u5ea6\u53ca\u754c\u9762\u6001\u5bc6\u5ea6\u53d8\u5316\u3002 \n - \u7ed3\u5408\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff08\u5149\u7535\u6d41\u3001PL\u5f3a\u5ea6\u548c\u5bff\u547d\uff09\u8bc4\u4f30\u5316\u5b66\u4fee\u9970\u5bf9\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u5b9e\u65f6\u8c03\u63a7\u6548\u679c\u3002 \n\n\u4e94\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4e0e\u73af\u5883\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u7ec6\u5316 \n1. \u70ed\u529b\u5b66\u53c2\u6570\u53ca\u7ed3\u6784\u7a33\u5b9a\u6027\u6d4b\u5b9a\uff1a \n - 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\u8bbe\u8ba1\u96c6\u6210\u7535\u573a\u8c03\u63a7\u88c5\u7f6e\uff0c\u7ed3\u5408\u540c\u6b65\u5149\u5b66\uff08PL\u3001TRPL\uff09\u53ca\u7535\u5b66\uff08\u5149\u7535\u6d41\uff09\u6d4b\u91cf\uff0c\u5b9e\u73b0\u6fc0\u5b50\u89e3\u79bb\u548c\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7684\u5b9e\u65f6\u76d1\u6d4b\u3002 \n2. \u539f\u4f4d\u5e94\u53d8\u8c03\u63a7\u5b9e\u9a8c\uff1a \n - \u5229\u7528\u5fae\u673a\u68b0\u62c9\u4f38/\u538b\u7f29\u53f0\uff0c\u7ed3\u5408\u5149\u5b66\u548c\u7535\u5b66\u6027\u80fd\u6d4b\u8bd5\uff0c\u7ec6\u5316\u5e94\u53d8\u5bf9\u6fc0\u5b50\u7ed3\u5408\u80fd\u3001\u8fc1\u79fb\u7387\u53ca\u5bff\u547d\u7684\u5f71\u54cd\u66f2\u7ebf\u3002 \n3. \u534f\u540c\u8c03\u63a7\u5b9e\u9a8c\u5e73\u53f0\u5efa\u8bbe\uff1a \n - \u5f00\u53d1\u96c6\u6210\u7535\u573a\u4e0e\u5e94\u53d8\u540c\u6b65\u8c03\u63a7\u5e73\u53f0\uff0c\u76d1\u6d4b\u5149\u7535\u6027\u80fd\u7684\u534f\u540c\u589e\u5f3a\u6548\u5e94\uff0c\u91cf\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u8c03\u63a7\u673a\u5236\u3002 \n\n\u4e03\u3001\u6570\u636e\u5206\u6790\u4e0e\u6a21\u578b\u9a8c\u8bc1 \n1. \u7ed3\u5408\u591a\u79cd\u5b9e\u9a8c\u6570\u636e\uff0c\u5229\u7528\u7edf\u8ba1\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u5efa\u7acb\u6fc0\u5b50\u4e0e\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u53c2\u6570\u4e0e\u6750\u6599\u7f3a\u9677\u3001\u754c\u9762\u7ed3\u6784\u3001\u73af\u5883\u6761\u4ef6\u7b49\u56e0\u7d20\u7684\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\u3002 \n2. \u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u53cd\u6f14\u7406\u8bba\u6a21\u578b\u53c2\u6570\uff0c\u9a8c\u8bc1\u7406\u8bba\u9884\u6d4b\u7684\u51c6\u786e\u6027\u4e0e\u9002\u7528\u8303\u56f4\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u548c\u5668\u4ef6\u4f18\u5316\u3002 \n\n---\n\n\u603b\u7ed3\uff1a \n\u8be5\u7ec6\u5316\u65b9\u6848\u901a\u8fc7\u591a\u7ef4\u5ea6\u3001\u591a\u6280\u672f\u624b\u6bb5\u7684\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u7cfb\u7edf\u8986\u76d6\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u7684\u5404\u4e2a\u73af\u8282\uff0c\u5f3a\u5316\u4e86\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\u3002\u7ed3\u5408\u5148\u8fdb\u7684\u5149\u8c31\u3001\u7535\u5b66\u3001\u663e\u5fae\u53ca\u70ed\u5206\u6790\u6280\u672f\uff0c\u914d\u5408\u539f\u4f4d\u8c03\u63a7\u5e73\u53f0\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u5b9e\u9a8c\uff0c\u80fd\u591f\u7cbe\u786e\u63ed\u793a\u5404\u5173\u952e\u56e0\u7d20\u7684\u4f5c\u7528\u673a\u7406\u53ca\u5176\u76f8\u4e92\u5f71\u54cd\uff0c\u4e3a\u7406\u8bba\u6a21\u578b\u63d0\u4f9b\u575a\u5b9e\u7684\u5b9e\u9a8c\u57fa\u7840\uff0c\u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u9ad8\u6027\u80fd\u5f00\u53d1\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u534f\u52a9\u5236\u5b9a\u5177\u4f53\u5b9e\u9a8c\u65b9\u6848\u548c\u6d4b\u8bd5\u6d41\u7a0b\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u603b\u7ed3\u5e76\u5f52\u7eb3\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\uff0c\u5f62\u6210\u6700\u7ec8\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5404\u4f4d\u4e13\u5bb6\u7684\u6df1\u5165\u5206\u6790\u4e0e\u5b9e\u9a8c\u7ec6\u5316\u65b9\u6848\uff0c\u73b0\u5c06\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u8fdb\u884c\u7cfb\u7edf\u603b\u7ed3\uff0c\u5f62\u6210\u6700\u7ec8\u62a5\u544a\u3002\u8be5\u603b\u7ed3\u65e2\u4f53\u73b0\u4e86\u7406\u8bba\u7269\u7406\u673a\u5236\u7684\u4e25\u8c28\u6027\uff0c\u4e5f\u517c\u987e\u4e86\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u53ef\u64cd\u4f5c\u6027\uff0c\u786e\u4fdd\u7814\u7a76\u7684\u79d1\u5b66\u6027\u548c\u5e94\u7528\u7684\u6307\u5bfc\u6027\u3002\n\n\u603b\u7ed3\u5185\u5bb9\u6db5\u76d6\u4e86\u4ece\u80fd\u5e26\u7ed3\u6784\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u3001\u8f7d\u6d41\u5b50\u8f93\u8fd0\u3001\u754c\u9762\u8c03\u63a7\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5230\u591a\u7269\u7406\u573a\u534f\u540c\u8c03\u63a7\u7684\u5168\u94fe\u6761\u5f71\u54cd\u56e0\u7d20\uff0c\u660e\u786e\u4e86\u5404\u56e0\u7d20\u7684\u4f5c\u7528\u8def\u5f84\u53ca\u76f8\u4e92\u5173\u7cfb\uff0c\u5f3a\u8c03\u4e86\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u7d27\u5bc6\u7ed3\u5408\uff0c\u4e3a\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u5668\u4ef6\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u662f\u6700\u7ec8\u7684\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u53ca\u5176\u4f5c\u7528\u673a\u7406\u603b\u7ed3\uff1a\n\n```\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u6027\u8d28\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u603b\u7ed3\n\n\u4e00\u3001\u80fd\u5e26\u7ed3\u6784\u4e0e\u6fc0\u5b50\u6027\u8d28\u7684\u4f5c\u7528\u673a\u7406 \n1. \u5e26\u9699\u7c7b\u578b\u4e0e\u80fd\u5e26\u7ed3\u6784\u51b3\u5b9a\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u5438\u6536\u8c31\u8303\u56f4\u548c\u5438\u6536\u622a\u9762\uff0c\u76f4\u63a5\u5f71\u54cd\u6fc0\u5b50\u751f\u6210\u7387\u548c\u5149\u751f\u8f7d\u6d41\u5b50\u6570\u91cf\u3002\u76f4\u63a5\u5e26\u9699\u6750\u6599\u56e0\u5176\u80fd\u5e26\u7ed3\u6784\u4f18\u52bf\uff0c\u8868\u73b0\u51fa\u8f83\u9ad8\u7684\u5149\u5438\u6536\u6548\u7387\u548c\u6fc0\u5b50\u751f\u6210\u80fd\u529b\uff0c\u662f\u9ad8\u6548\u5149\u7535\u8f6c\u6362\u7684\u57fa\u7840\u3002 \n2. \u6fc0\u5b50\u7ed3\u5408\u80fd\u5927\u5c0f\u5f71\u54cd\u6fc0\u5b50\u7a33\u5b9a\u6027\u53ca\u751f\u6210\u6548\u7387\u3002\u8f83\u9ad8\u7684\u6fc0\u5b50\u7ed3\u5408\u80fd\u6709\u52a9\u4e8e\u6fc0\u5b50\u5f62\u6210\uff0c\u4f46\u8fc7\u9ad8\u7ed3\u5408\u80fd\u9650\u5236\u6fc0\u5b50\u89e3\u79bb\u6210\u81ea\u7531\u8f7d\u6d41\u5b50\uff0c\u964d\u4f4e\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002\u5e94\u53d8\u5de5\u7a0b\u901a\u8fc7\u8c03\u8282\u6676\u683c\u5e38\u6570\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u5b9e\u73b0\u6fc0\u5b50\u7ed3\u5408\u80fd\u7684\u52a8\u6001\u8c03\u63a7\uff0c\u8fbe\u5230\u5149\u5438\u6536\u4e0e\u6fc0\u5b50\u751f\u6210-\u89e3\u79bb\u7684\u5e73\u8861\u4f18\u5316\u3002 \n3. \u5b9e\u9a8c\u4e2d\u901a\u8fc7\u5149\u81f4\u53d1\u5149\uff08PL\uff09\u3001\u5438\u6536\u5149\u8c31\u53ca\u77ac\u6001\u5438\u6536\u5149\u8c31\u7b49\u6280\u672f\uff0c\u7ed3\u5408\u6e29\u5ea6\u548c\u6fc0\u53d1\u529f\u7387\u4f9d\u8d56\u6027\u5206\u6790\uff0c\u91cf\u5316\u80fd\u5e26\u7ed3\u6784\u548c\u6fc0\u5b50\u7ed3\u5408\u80fd\uff0c\u9a8c\u8bc1\u7406\u8bba\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002 \n\n\u4e8c\u3001\u6fc0\u5b50\u52a8\u529b\u5b66\u4e0e\u89e3\u79bb\u673a\u5236 \n1. \u6fc0\u5b50\u6269\u6563\u957f\u5ea6\u548c\u5bff\u547d\u662f\u6fc0\u5b50\u80fd\u5426\u6709\u6548\u8fc1\u79fb\u81f3\u754c\u9762\u6216\u7535\u573a\u533a\u57df\u7684\u5173\u952e\u53c2\u6570\uff0c\u51b3\u5b9a\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u3002\u7f3a\u9677\u548c\u6742\u8d28\u4f5c\u4e3a\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\uff0c\u7f29\u77ed\u6fc0\u5b50\u5bff\u547d\uff0c\u9650\u5236\u5176\u6269\u6563\u957f\u5ea6\uff0c\u964d\u4f4e\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u3002 \n2. \u754c\u9762\u5185\u5efa\u7535\u573a\u4e0e\u5916\u52a0\u7535\u573a\u901a\u8fc7\u5e93\u4ed1\u529b\u4fc3\u8fdb\u6fc0\u5b50\u89e3\u79bb\uff0c\u751f\u6210\u81ea\u7531\u7535\u5b50\u548c\u7a7a\u7a74\u3002\u6fc0\u5b50\u89e3\u79bb\u4e0d\u4ec5\u4f9d\u8d56\u7535\u573a\u5f3a\u5ea6\uff0c\u8fd8\u4e0e\u6fc0\u5b50\u80fd\u7ea7\u7ed3\u6784\u53ca\u754c\u9762\u80fd\u7ea7\u5bf9\u9f50\u5bc6\u5207\u76f8\u5173\uff0c\u754c\u9762\u80fd\u7ea7\u5de5\u7a0b\u662f\u63d0\u5347\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u7684\u6709\u6548\u624b\u6bb5\u3002\u52a8\u6001\u7535\u573a\u8c03\u63a7\u5b9e\u73b0\u6fc0\u5b50\u89e3\u79bb\u6548\u7387\u7684\u5b9e\u65f6\u4f18\u5316\u3002 \n3. \u5b9e\u9a8c\u9a8c\u8bc1\u4f9d\u6258\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u3001\u77ac\u6001\u5438\u6536\u5149\u8c31\uff08TA\uff09\u548c\u7a7a\u95f4\u5206\u8fa8\u8367\u5149\u663e\u5fae\u6210\u50cf\uff0c\u7ed3\u5408\u626b\u63cf\u96a7\u9053\u663e\u5fae\u955c\uff08STM\uff09\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u7b49\u624b\u6bb5\uff0c\u5b9a\u91cf\u5206\u6790\u6fc0\u5b50\u52a8\u529b\u5b66\u53c2\u6570\u53ca\u7f3a\u9677\u5bc6\u5ea6\u5bf9\u5176\u5f71\u54cd\u3002 \n\n\u4e09\u3001\u81ea\u7531\u8f7d\u6d41\u5b50\u7684\u8f93\u8fd0\u4e0e\u590d\u5408 \n1. 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"\u6574\u5408\u6539\u8fdb\u540e\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\uff0c\u63d0\u4ea4\u672c\u9636\u6bb5\u6570\u636e\u91c7\u96c6\u7684\u6700\u7ec8\u6210\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u6536\u96c6\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u56fe\u50cf\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u9884\u5904\u7406", + "TaskContent": "\u5bf9\u6536\u96c6\u5230\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u3002", + "InputObject_List": [ + "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ], + "OutputObject": "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\uff0c\u5305\u62ec\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u7684\u5177\u4f53\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u7684\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\u548c\u6570\u636e\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002", + "ImportantInput": [ + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5b9e\u73b0\u6570\u636e\u6e05\u6d17\u53ca\u683c\u5f0f\u5316\u7684\u5177\u4f53\u7b97\u6cd5\u548c\u6d41\u7a0b\u8bbe\u8ba1\u3002", + "ImportantInput": [ + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6e05\u6d17\u65b9\u6848\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u8ba1\u7b97\u5b9e\u73b0\u4e0a\u7684\u53ef\u884c\u6027\u53ca\u4f18\u5316\u7a7a\u95f4\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u5904\u7406\u6548\u7387\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\uff0c\u5b8c\u6210\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u8f93\u51fa\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5bf9\u6536\u96c6\u5230\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u7279\u5f81\u63d0\u53d6", + "TaskContent": "\u5229\u7528\u56fe\u50cf\u5904\u7406\u548c\u6570\u636e\u5206\u6790\u6280\u672f\u63d0\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u5f81\u3002", + "InputObject_List": [ + "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e" + ], + "OutputObject": "\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u7279\u5f81\u63d0\u53d6\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7b49\u663e\u8457\u7ed3\u6784\u7279\u5f81\u3002", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": 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"Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\u7684\u53ef\u884c\u6027\u53ca\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u543b\u5408\u5ea6\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\uff0c\u63d0\u9ad8\u7b97\u6cd5\u5bf9\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u7684\u8bc6\u522b\u80fd\u529b\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6210\u679c\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u96c6\uff0c\u786e\u4fdd\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u672c\u4efb\u52a1\u7684\u8f93\u51fa\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5229\u7528\u56fe\u50cf\u5904\u7406\u548c\u6570\u636e\u5206\u6790\u6280\u672f\u63d0\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u5f81\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] 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"\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u63d0\u51fa\u6a21\u62df\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u8c03\u6574\u8ba1\u7b97\u53c2\u6570\u4ee5\u63d0\u5347\u6a21\u578b\u7cbe\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6848\u5728\u5b9e\u9a8c\u6570\u636e\u5339\u914d\u5ea6\u548c\u5fae\u89c2\u7ed3\u6784\u8868\u73b0\u4e0a\u7684\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u8c03\u6574\u548c\u4f18\u5316\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u5bf9\u6539\u8fdb\u540e\u7684\u6a21\u62df\u6a21\u578b\u8fdb\u884c\u7269\u7406\u7406\u8bba\u5408\u7406\u6027\u5ba1\u67e5\uff0c\u786e\u4fdd\u53c2\u6570\u8c03\u6574\u7b26\u5408\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u5ba1\u67e5\u53cd\u9988\uff0c\u5b8c\u5584\u6a21\u578b\u53c2\u6570\u8bbe\u7f6e\uff0c\u6700\u7ec8\u786e\u5b9a\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u7406\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a\uff0c\u5b8c\u6210\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u4f18\u5316\u7684\u6700\u7ec8\u6c47\u62a5\u3002", + "ImportantInput": [ + "ActionResult:Action7" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u6a21\u62df\u5206\u6790\u7ed3\u679c", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u901a\u8fc7AI\u6a21\u62df\u7684\u65b9\u6cd5\u5206\u6790\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784?" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u901a\u8fc7AI\u6a21\u62df\u7684\u65b9\u6cd5\u5206\u6790\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784?', 'Collaboration Process': [{'StepName': '\u6570\u636e\u6536\u96c6', 'TaskContent': '\u6536\u96c6\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u56fe\u50cf\u3002', 'InputObject_List': [], 'OutputObject': '\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e', 'AgentSelection': ['\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6536\u96c6\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u56fe\u50cf\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u5149\u7535\u8f6c\u6362\u673a\u5236\u548c\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\uff0c\u4ee5\u83b7\u5f97\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u5149\u5b66\u6570\u636e\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u91c7\u96c6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u7684\u56fe\u50cf\u6570\u636e\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u5e76\u534f\u52a9\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u4ee5\u5f62\u6210\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u7684\u79d1\u5b66\u5408\u7406\u6027\u548c\u6570\u636e\u7684\u53ef\u7528\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u91c7\u96c6\u6d41\u7a0b\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u63d0\u53d6\u65b9\u6cd5\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7cbe\u5ea6\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u6539\u8fdb\u540e\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\uff0c\u63d0\u4ea4\u672c\u9636\u6bb5\u6570\u636e\u91c7\u96c6\u7684\u6700\u7ec8\u6210\u679c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u6570\u636e\u9884\u5904\u7406', 'TaskContent': '\u5bf9\u6536\u96c6\u5230\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u3002', 'InputObject_List': ['\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e'], 'OutputObject': '\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5bf9\u6536\u96c6\u5230\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\uff0c\u5305\u62ec\u53bb\u9664\u566a\u58f0\u548c\u5f02\u5e38\u503c\u7684\u5177\u4f53\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u7684\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\u548c\u6570\u636e\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5b9e\u73b0\u6570\u636e\u6e05\u6d17\u53ca\u683c\u5f0f\u5316\u7684\u5177\u4f53\u7b97\u6cd5\u548c\u6d41\u7a0b\u8bbe\u8ba1\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6e05\u6d17\u65b9\u6848\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u8ba1\u7b97\u5b9e\u73b0\u4e0a\u7684\u53ef\u884c\u6027\u53ca\u4f18\u5316\u7a7a\u95f4\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u5904\u7406\u6548\u7387\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\uff0c\u5b8c\u6210\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u8f93\u51fa\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action6']}]}, {'StepName': '\u7279\u5f81\u63d0\u53d6', 'TaskContent': '\u5229\u7528\u56fe\u50cf\u5904\u7406\u548c\u6570\u636e\u5206\u6790\u6280\u672f\u63d0\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u5f81\u3002', 'InputObject_List': ['\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e'], 'OutputObject': '\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5229\u7528\u56fe\u50cf\u5904\u7406\u548c\u6570\u636e\u5206\u6790\u6280\u672f\u63d0\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u5f81\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u7279\u5f81\u63d0\u53d6\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7b49\u663e\u8457\u7ed3\u6784\u7279\u5f81\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u63d0\u51fa\u5fae\u89c2\u7ed3\u6784\u4e2d\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\uff0c\u8f85\u52a9\u7279\u5f81\u7684\u7269\u7406\u610f\u4e49\u89e3\u91ca\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e', 'ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u8bbe\u8ba1\u63d0\u53d6\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b97\u6cd5\u65b9\u6848\uff0c\u786e\u4fdd\u7279\u5f81\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e', 'ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\u7684\u53ef\u884c\u6027\u53ca\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u543b\u5408\u5ea6\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\uff0c\u63d0\u9ad8\u7b97\u6cd5\u5bf9\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u7684\u8bc6\u522b\u80fd\u529b\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u6210\u679c\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u96c6\uff0c\u786e\u4fdd\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u672c\u4efb\u52a1\u7684\u8f93\u51fa\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2', 'ActionResult:Action5']}]}, {'StepName': 'A I\u6a21\u578b\u6784\u5efa', 'TaskContent': '\u57fa\u4e8e\u63d0\u53d6\u7684\u7279\u5f81\u6570\u636e\uff0c\u6784\u5efa\u7528\u4e8e\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684AI\u6a21\u578b\u3002', 'InputObject_List': ['\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e'], 'OutputObject': '\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u57fa\u4e8e\u63d0\u53d6\u7684\u7279\u5f81\u6570\u636e\uff0c\u6784\u5efa\u7528\u4e8e\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684AI\u6a21\u578b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\uff0c\u63d0\u51fa\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u5f81\u548c\u53c2\u6570\uff0c\u786e\u5b9a\u7528\u4e8eAI\u6a21\u578b\u6784\u5efa\u7684\u8f93\u5165\u7279\u5f81\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u9002\u5408\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684AI\u6a21\u578b\u67b6\u6784\u548c\u7b97\u6cd5\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u7279\u5f81\u8fdb\u884c\u8bbe\u8ba1\u3002', 'ID': 'Action2', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u8f85\u52a9AI\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u9a8c\u8bc1\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\u67b6\u6784\u548c\u6a21\u62df\u65b9\u6cd5\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u5b9e\u9a8c\u53ef\u884c\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316AI\u6a21\u578b\u8bbe\u8ba1\uff0c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u548c\u8bad\u7ec3\u7b56\u7565\u4ee5\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u51c6\u786e\u53cd\u6620\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684AI\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\uff0c\u6784\u5efa\u5b8c\u6210\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u7684\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u6a21\u62df\u5206\u6790', 'TaskContent': '\u5229\u7528AI\u6a21\u578b\u5bf9\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u6a21\u62df\uff0c\u5206\u6790\u5176\u7ed3\u6784\u7279\u6027\u548c\u884c\u4e3a\u3002', 'InputObject_List': ['\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b'], 'OutputObject': '\u6a21\u62df\u5206\u6790\u7ed3\u679c', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5229\u7528AI\u6a21\u578b\u5bf9\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u6a21\u62df\uff0c\u5206\u6790\u5176\u7ed3\u6784\u7279\u6027\u548c\u884c\u4e3a\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6a21\u62df\u5206\u6790\u7ed3\u679c', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u4ee5\u83b7\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528AI\u6a21\u578b\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u6a21\u62df\u7684\u7b97\u6cd5\u6846\u67b6\uff0c\u91cd\u70b9\u5173\u6ce8\u6570\u636e\u9884\u5904\u7406\u548c\u6a21\u578b\u8bad\u7ec3\u65b9\u6cd5\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u63d0\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\uff0c\u652f\u6301AI\u6a21\u578b\u7684\u53c2\u6570\u4f18\u5316\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u7b97\u6cd5\u548c\u6570\u503c\u65b9\u6cd5\u7684\u53ef\u884c\u6027\u4e0e\u51c6\u786e\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u673a\u5668\u5b66\u4e60\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316AI\u6a21\u578b\u7684\u7b97\u6cd5\u6846\u67b6\u548c\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\u8c03\u6574\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u6539\u8fdb\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u8ba1\u7b97\u6a21\u578b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684AI\u6a21\u62df\u7b97\u6cd5\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5b8c\u6210\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u6a21\u62df\u5206\u6790\u5e76\u8f93\u51fa\u6700\u7ec8\u7ed3\u679c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u4f18\u5316', 'TaskContent': '\u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002', 'InputObject_List': ['\u6a21\u62df\u5206\u6790\u7ed3\u679c', '\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e'], 'OutputObject': '\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u6a21\u62df\u5206\u6790\u7ed3\u679c', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u8c03\u6574\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6a21\u62df\u5206\u6790\u7ed3\u679c\u4e0e\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\u7684\u521d\u6b65\u65b9\u6848\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6a21\u62df\u5206\u6790\u7ed3\u679c', 'InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': 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'\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6848\u5728\u5b9e\u9a8c\u6570\u636e\u5339\u914d\u5ea6\u548c\u5fae\u89c2\u7ed3\u6784\u8868\u73b0\u4e0a\u7684\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u8bc4\u4f30\u53cd\u9988\uff0c\u8fdb\u4e00\u6b65\u8c03\u6574\u548c\u4f18\u5316\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u5bf9\u6539\u8fdb\u540e\u7684\u6a21\u62df\u6a21\u578b\u8fdb\u884c\u7269\u7406\u7406\u8bba\u5408\u7406\u6027\u5ba1\u67e5\uff0c\u786e\u4fdd\u53c2\u6570\u8c03\u6574\u7b26\u5408\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u5ba1\u67e5\u53cd\u9988\uff0c\u5b8c\u5584\u6a21\u578b\u53c2\u6570\u8bbe\u7f6e\uff0c\u6700\u7ec8\u786e\u5b9a\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u7406\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a\uff0c\u5b8c\u6210\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u4f18\u5316\u7684\u6700\u7ec8\u6c47\u62a5\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action7']}]}]})": [ + { + "LogNodeType": "step", + "NodeId": "\u6570\u636e\u6536\u96c6", + "InputName_List": [], + "OutputName": "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u5149\u7535\u8f6c\u6362\u673a\u5236\u548c\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\uff0c\u4ee5\u83b7\u5f97\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u5149\u5b66\u6570\u636e\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": 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\n\n\uff082\uff09\u5149\u5b66\u8868\u5f81 \n- \u5149\u5438\u6536\u5149\u8c31\uff1a\u6d4b\u91cf\u6750\u6599\u5728\u5bbd\u6ce2\u6bb5\u5185\u7684\u5438\u6536\u7279\u6027\uff0c\u5206\u6790\u5e26\u9699\u53ca\u5438\u6536\u8fb9\u7f18\u7684\u53d8\u5316\uff0c\u53cd\u6620\u5fae\u89c2\u7ed3\u6784\u5bf9\u7535\u5b50\u6001\u5bc6\u5ea6\u7684\u5f71\u54cd\u3002 \n- \u5149\u81f4\u53d1\u5149\uff08PL\uff09\u5149\u8c31\uff1a\u901a\u8fc7\u6fc0\u53d1\u5149\u6e90\u6fc0\u53d1\u6750\u6599\uff0c\u6d4b\u91cf\u53d1\u5c04\u5149\u8c31\u548c\u5bff\u547d\uff0c\u63a2\u8ba8\u7f3a\u9677\u6001\u548c\u590d\u5408\u8fc7\u7a0b\u3002 \n- \u65f6\u95f4\u5206\u8fa8\u5149\u8c31\uff1a\u5229\u7528\u98de\u79d2\u6fc0\u5149\u7b49\u8d85\u5feb\u5149\u6e90\uff0c\u7814\u7a76\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\uff0c\u63ed\u793a\u5fae\u89c2\u7ed3\u6784\u5bf9\u8f7d\u6d41\u5b50\u4fd8\u83b7\u548c\u590d\u5408\u7684\u5f71\u54cd\u3002 \n\n\uff083\uff09\u5149\u7535\u6027\u80fd\u6d4b\u8bd5 \n- 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\u5916\u7535\u573a\u6216\u5e94\u529b\u65bd\u52a0\uff1a\u7814\u7a76\u5916\u754c\u6761\u4ef6\u5bf9\u5fae\u89c2\u7ed3\u6784\u548c\u5149\u7535\u8f6c\u6362\u7684\u5f71\u54cd\u3002 \n\n4. \u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790 \n\u7ed3\u5408\u9ad8\u5206\u8fa8\u663e\u5fae\u6210\u50cf\uff08\u5982\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955cSEM\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955cTEM\uff09\u83b7\u5f97\u7684\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff0c\u4e0e\u5149\u5b66\u6570\u636e\u8fdb\u884c\u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790\uff0c\u5229\u7528AI\u8f85\u52a9\u65b9\u6cd5\u63d0\u53d6\u5173\u952e\u5f71\u54cd\u56e0\u7d20\u3002\n\n\u603b\u7ed3\uff1a\u8be5\u5b9e\u9a8c\u65b9\u6848\u901a\u8fc7\u591a\u89d2\u5ea6\u5149\u5b66\u8868\u5f81\u548c\u5149\u7535\u6027\u80fd\u6d4b\u8bd5\uff0c\u7cfb\u7edf\u63ed\u793a\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5bf9\u5149\u7535\u8f6c\u6362\u673a\u5236\u7684\u5f71\u54cd\uff0c\u4e3a\u540e\u7eedAI\u6a21\u62df\u5206\u6790\u63d0\u4f9b\u4e30\u5bcc\u7684\u5149\u5b66\u6570\u636e\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u91c7\u96c6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u7684\u56fe\u50cf\u6570\u636e\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u53ca\u5fae\u89c2\u7ed3\u6784\u91c7\u96c6\uff0c\u6211\u5efa\u8bae\u8bbe\u8ba1\u4ee5\u4e0b\u5b9e\u9a8c\u65b9\u6848\uff1a\n\n\u4e00\u3001\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6d4b\u5b9a\n\n1. \u5b9e\u9a8c\u76ee\u6807 \n\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u7194\u70b9\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u53ca\u6269\u6563\u7cfb\u6570\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u3002\n\n2. \u5b9e\u9a8c\u65b9\u6cd5 \n\uff081\uff09\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09 \n- \u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u7194\u70b9\u548c\u76f8\u53d8\u70ed\uff0c\u83b7\u5f97\u70ed\u5bb9\u53d8\u5316\u66f2\u7ebf\u3002 \n- \u901a\u8fc7\u63a7\u5236\u52a0\u70ed\u901f\u7387\uff0c\u5206\u6790\u8fc7\u51b7\u73b0\u8c61\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002 \n\n\uff082\uff09\u5bc6\u5ea6\u6d4b\u91cf \n- \u5229\u7528\u9ad8\u6e29\u5bc6\u5ea6\u8ba1\uff08\u5982\u632f\u52a8\u7ba1\u5bc6\u5ea6\u8ba1\uff09\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u4e0b\u6db2\u6001\u91d1\u5c5e\u7684\u5bc6\u5ea6\uff0c\u7ed3\u5408\u6e29\u5ea6\u53d8\u5316\u5206\u6790\u70ed\u81a8\u80c0\u7cfb\u6570\u3002 \n\n\uff083\uff09\u8868\u9762\u5f20\u529b\u6d4b\u91cf \n- \u91c7\u7528\u9ad8\u6e29\u60ac\u6ef4\u6cd5\uff08\u5982\u5bb9\u5668\u5185\u60ac\u6302\u6db2\u6ef4\u5f62\u72b6\u5206\u6790\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u8868\u9762\u5f20\u529b\uff0c\u7ed3\u5408\u56fe\u50cf\u5904\u7406\u63d0\u53d6\u754c\u9762\u66f2\u7387\u4fe1\u606f\u3002 \n\n\uff084\uff09\u7c98\u5ea6\u6d4b\u91cf \n- \u5229\u7528\u632f\u52a8\u7c98\u5ea6\u8ba1\u6216\u65cb\u8f6c\u7c98\u5ea6\u8ba1\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u7684\u7c98\u5ea6\uff0c\u7814\u7a76\u6e29\u5ea6\u5bf9\u6d41\u52a8\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n\n\uff085\uff09\u6269\u6563\u7cfb\u6570\u6d4b\u5b9a \n- \u901a\u8fc7\u9ad8\u6e29\u6269\u6563\u5b9e\u9a8c\uff08\u5982\u540c\u4f4d\u7d20\u6807\u8bb0\u6269\u6563\u6216\u62c9\u66fc\u5149\u8c31\u76d1\u6d4b\uff09\u95f4\u63a5\u83b7\u5f97\u6269\u6563\u7cfb\u6570\u3002 \n\n3. \u5b9e\u9a8c\u6761\u4ef6\u63a7\u5236 \n- \u91c7\u7528\u9ad8\u771f\u7a7a\u6216\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u907f\u514d\u6db2\u6001\u91d1\u5c5e\u6c27\u5316\u3002 \n- \u7cbe\u786e\u6e29\u5ea6\u63a7\u5236\uff0c\u8986\u76d6\u7194\u878d\u53ca\u8fc7\u70ed\u533a\u95f4\u3002 \n\n\u4e8c\u3001\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u56fe\u50cf\u91c7\u96c6\n\n1. \u56fa\u6001\u53ca\u6db2\u6001\u91d1\u5c5e\u51dd\u56fa\u540e\u5fae\u89c2\u7ed3\u6784\u89c2\u5bdf \n- \u5229\u7528\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u89c2\u5bdf\u6676\u7c92\u5f62\u8c8c\u53ca\u5c3a\u5bf8\u5206\u5e03\u3002 \n- \u91c7\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u5206\u6790\u6676\u754c\u3001\u5b6a\u6676\u3001\u4f4d\u9519\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u7f3a\u9677\u3002 \n- \u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\uff0c\u83b7\u5f97\u6676\u7c92\u53d6\u5411\u53ca\u7ec7\u6784\u4fe1\u606f\u3002 \n\n2. \u6db2\u6001\u91d1\u5c5e\u5feb\u901f\u51dd\u56fa\u622a\u9762\u5236\u5907 \n- \u91c7\u7528\u5feb\u901f\u6dec\u706b\u6280\u672f\uff0c\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u51dd\u56fa\u77ac\u95f4\u7684\u5fae\u89c2\u7ed3\u6784\u3002 \n- \u5236\u5907\u8584\u819c\u6837\u54c1\uff0c\u4fbf\u4e8eTEM\u89c2\u5bdf\u3002 \n\n3. \u9ad8\u6e29\u539f\u4f4d\u89c2\u6d4b\uff08\u82e5\u6761\u4ef6\u5141\u8bb8\uff09 \n- \u5229\u7528\u9ad8\u6e29\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HT-TEM\uff09\u6216\u540c\u6b65\u8f90\u5c04X\u5c04\u7ebf\u6210\u50cf\u6280\u672f\uff0c\u5b9e\u65f6\u89c2\u5bdf\u6db2\u6001\u91d1\u5c5e\u7684\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\u3002 \n\n\u4e09\u3001\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\n\n- \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u6570\u636e\u4e0e\u5fae\u89c2\u7ed3\u6784\u56fe\u50cf\uff0c\u5efa\u7acb\u70ed\u529b\u5b66\u6027\u80fd\u4e0e\u5fae\u89c2\u7ed3\u6784\u4e4b\u95f4\u7684\u5173\u8054\u3002 \n- \u5229\u7528\u56fe\u50cf\u5904\u7406\u8f6f\u4ef6\u63d0\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5b9a\u91cf\u6307\u6807\u3002 \n- \u4e3a\u540e\u7eedAI\u6a21\u62df\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u3002\n\n\u603b\u7ed3\uff1a\u8be5\u65b9\u6848\u901a\u8fc7\u591a\u79cd\u9ad8\u6e29\u5b9e\u9a8c\u6280\u672f\uff0c\u7cfb\u7edf\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u540c\u65f6\u91c7\u96c6\u5fae\u89c2\u7ed3\u6784\u56fe\u50cf\uff0c\u4e3a\u7406\u89e3\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u53ca\u5176\u5fae\u89c2\u673a\u5236\u63d0\u4f9b\u5b9e\u9a8c\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u5e76\u534f\u52a9\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u4ee5\u5f62\u6210\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u65b9\u6848\uff0c\u6211\u5efa\u8bae\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u76ee\u6807 \n\u901a\u8fc7\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u7194\u70b9\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u7b49\uff09\uff0c\u5e76\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u6784\u5efa\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u5173\u8054\u6a21\u578b\u3002\n\n\u4e8c\u3001\u6a21\u62df\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf\n\n1. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09 \n- \u5229\u7528\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u539f\u5b50\u8fd0\u52a8\uff0c\u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u5bc6\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u548c\u7c98\u5ea6\u3002 \n- 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AI\u8f85\u52a9\u6570\u636e\u5206\u6790 \n- \u5e94\u7528\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u81ea\u52a8\u8bc6\u522b\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u91cf\u5316\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5bc6\u5ea6\u3002 \n- \u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u53d8\u91cf\u5173\u8054\u6a21\u578b\uff0c\u652f\u6301\u540e\u7eed\u6a21\u62df\u548c\u6027\u80fd\u9884\u6d4b\u3002 \n\n4. \u6570\u636e\u5b58\u50a8\u4e0e\u5171\u4eab \n- \u6784\u5efa\u7ed3\u6784\u5316\u6570\u636e\u5e93\uff0c\u5305\u542b\u539f\u59cb\u6570\u636e\u3001\u5904\u7406\u7ed3\u679c\u53ca\u5b9e\u9a8c\u6761\u4ef6\u5143\u6570\u636e\u3002 \n- \u8bbe\u8ba1\u6570\u636e\u63a5\u53e3\uff0c\u65b9\u4fbf\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8c03\u7528\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002 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+ }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u63d0\u53d6\u65b9\u6cd5\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7cbe\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5149\u7535\u7269\u7406\u5bb6\u7684\u53cd\u9988\u610f\u89c1\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u4f18\u5316\u65b9\u6848\uff0c\u6211\u5c06\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u6a21\u62df\u6a21\u578b\u548c\u53c2\u6570\u63d0\u53d6\u65b9\u6cd5\u8fdb\u884c\u6539\u8fdb\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u62df\u7684\u7cbe\u5ea6\u548c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7ed3\u5408\u5ea6\uff0c\u589e\u5f3a\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u63d0\u53d6\u80fd\u529b\u3002\n\n## Improved version of \u8ba1\u7b97\u6a21\u62df\u65b9\u6848\u4e0e\u53c2\u6570\u63d0\u53d6\u65b9\u6cd5\n\n\u4e00\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u76ee\u6807\u4f18\u5316 \n- 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\u91c7\u7528\u57fa\u4e8e\u5b9e\u9a8c\u4f18\u5316\u7684\u5d4c\u5165\u5f0f\u539f\u5b50\u52bf\uff08EAM\uff09\u6216\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\uff08MLP\uff09\uff0c\u63d0\u9ad8\u91d1\u5c5e\u95f4\u76f8\u4e92\u4f5c\u7528\u63cf\u8ff0\u7684\u51c6\u786e\u6027\u3002 \n- \u5f15\u5165\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684MD\u6a21\u62df\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6e29\u5ea6\u68af\u5ea6\u548c\u73af\u5883\u53c2\u6570\uff0c\u5b9e\u73b0\u5bf9\u70ed\u81a8\u80c0\u3001\u7c98\u5ea6\u548c\u6269\u6563\u7cfb\u6570\u7684\u9ad8\u5206\u8fa8\u7387\u8ba1\u7b97\u3002 \n- \u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u8868\u9762\u65f6\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e2d\u60ac\u6ef4\u5f62\u6001\u6570\u636e\uff0c\u8c03\u6574\u8fb9\u754c\u6761\u4ef6\u548c\u754c\u9762\u539f\u5b50\u6392\u5217\u6a21\u578b\uff0c\u63d0\u5347\u8868\u9762\u5f20\u529b\u8ba1\u7b97\u7684\u53ef\u9760\u6027\u3002 \n- \u901a\u8fc7\u957f\u65f6\u95f4\u5c3a\u5ea6\u6a21\u62df\u548c\u591a\u6b21\u91cd\u590d\u8fd0\u884c\uff0c\u7edf\u8ba1\u8fc7\u51b7\u548c\u76f8\u53d8\u52a8\u529b\u5b66\uff0c\u6355\u6349\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7ec6\u8282\u3002 \n\n2. \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09 \n- \u91cd\u70b9\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u4e2d\u5173\u952e\u5c40\u90e8\u7ed3\u6784\u548c\u7f3a\u9677\u6001\uff0c\u8ba1\u7b97\u7535\u5b50\u7ed3\u6784\u548c\u80fd\u91cf\uff0c\u8f85\u52a9\u4f18\u5316MD\u52bf\u51fd\u6570\u53c2\u6570\u3002 \n- \u7ed3\u5408\u6e29\u5ea6\u6548\u5e94\uff0c\u91c7\u7528\u6709\u9650\u6e29\u5ea6DFT\uff08\u5982\u71b5\u8d21\u732e\u8ba1\u7b97\uff09\u63d0\u5347\u70ed\u5bb9\u53ca\u7194\u70b9\u9884\u6d4b\u7684\u51c6\u786e\u5ea6\u3002 \n\n3. \u76f8\u573a\u6a21\u578b\u4e0eMonte Carlo\u6a21\u62df \n- \u7ed3\u5408\u5b9e\u9a8c\u5feb\u901f\u51dd\u56fa\u622a\u9762\u53ca\u9ad8\u6e29\u539f\u4f4d\u89c2\u6d4b\u6570\u636e\uff0c\u6784\u5efa\u66f4\u52a0\u771f\u5b9e\u7684\u521d\u59cb\u5fae\u89c2\u7ed3\u6784\u6a21\u578b\u3002 \n- \u5f15\u5165\u591a\u7269\u7406\u573a\u8026\u5408\uff08\u6e29\u5ea6\u573a\u3001\u5e94\u529b\u573a\u3001\u6210\u5206\u573a\uff09\u6a21\u62df\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\uff0c\u6a21\u62df\u6676\u7c92\u751f\u957f\u3001\u7f3a\u9677\u5f62\u6210\u53ca\u7ec7\u6784\u6f14\u53d8\u8fc7\u7a0b\u3002 \n- \u5229\u7528\u5b9e\u9a8c\u4e2d\u83b7\u5f97\u7684\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u548c\u7f3a\u9677\u5bc6\u5ea6\u6570\u636e\uff0c\u6821\u6b63\u76f8\u573a\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002 \n\n4. \u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u636e\u878d\u5408 \n- \u5c06DFT\u8ba1\u7b97\u7ed3\u679c\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u8bad\u7ec3\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347MD\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u5229\u7528MD\u6a21\u62df\u7ed3\u679c\u8f93\u5165\u76f8\u573a\u6a21\u578b\uff0c\u5b9e\u73b0\u4ece\u539f\u5b50\u5c3a\u5ea6\u5230\u5fae\u89c2\u7ed3\u6784\u5c3a\u5ea6\u7684\u65e0\u7f1d\u8026\u5408\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u540c\u6b65\u6e29\u5ea6\u573a\u548c\u73af\u5883\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6761\u4ef6\u4e00\u81f4\u6027\uff0c\u63d0\u5347\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u5bf9\u6bd4\u6027\u3002 \n\n\u4e09\u3001\u53c2\u6570\u63d0\u53d6\u4e0eAI\u8f85\u52a9\u5206\u6790\u65b9\u6cd5\u4f18\u5316\n\n1. \u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u63d0\u53d6 \n- \u7ed3\u5408\u5b9e\u9a8cSEM\u3001TEM\u3001EBSD\u56fe\u50cf\uff0c\u5f00\u53d1\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u81ea\u52a8\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\uff0c\u7cbe\u51c6\u63d0\u53d6\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u5206\u5e03\u3001\u7f3a\u9677\u7c7b\u578b\u548c\u5bc6\u5ea6\u3002 \n- \u5229\u7528\u65f6\u95f4\u5206\u8fa8\u9ad8\u6e29\u539f\u4f4d\u89c2\u6d4b\u6570\u636e\uff0c\u5efa\u7acb\u52a8\u6001\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\u6a21\u578b\uff0c\u63d0\u53d6\u65f6\u95f4\u76f8\u5173\u7684\u7ed3\u6784\u53c2\u6570\u3002 \n\n2. \u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u4e0e\u62df\u5408 \n- \u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u5bf9MD\u6a21\u62df\u8f93\u51fa\u7684\u5bc6\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u3001\u7c98\u5ea6\u7b49\u6570\u636e\u8fdb\u884c\u591a\u6b21\u91c7\u6837\u548c\u8bef\u5dee\u5206\u6790\uff0c\u63d0\u5347\u53c2\u6570\u7684\u53ef\u4fe1\u5ea6\u3002 \n- \u7ed3\u5408\u5b9e\u9a8cDSC\u6570\u636e\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u56de\u5f52\u6a21\u578b\u62df\u5408\u7194\u70b9\u548c\u70ed\u5bb9\u7684\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff0c\u4f18\u5316\u6a21\u62df\u9884\u6d4b\u3002 \n\n3. AI\u8f85\u52a9\u591a\u53d8\u91cf\u5173\u8054\u6a21\u578b \n- \u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u4e4b\u95f4\u7684\u591a\u53d8\u91cf\u975e\u7ebf\u6027\u5173\u8054\u6a21\u578b\uff0c\u5229\u7528\u96c6\u6210\u5b66\u4e60\u65b9\u6cd5\u63d0\u5347\u9884\u6d4b\u51c6\u786e\u6027\u3002 \n- \u878d\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5149\u5b66\u8868\u5f81\u6570\u636e\uff0c\u5b9e\u73b0\u5fae\u89c2\u7ed3\u6784\u3001\u70ed\u529b\u5b66\u6027\u80fd\u4e0e\u5149\u5b66\u6027\u80fd\u7684\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u5206\u6790\u3002 \n\n\u56db\u3001\u6570\u636e\u5e93\u5efa\u8bbe\u4e0e\u6570\u636e\u7ba1\u7406\u4f18\u5316 \n- \u6784\u5efa\u7edf\u4e00\u7684\u7ed3\u6784\u5316\u6570\u636e\u5e93\uff0c\u6db5\u76d6\u5b9e\u9a8c\u6761\u4ef6\u3001\u5fae\u89c2\u7ed3\u6784\u56fe\u50cf\u3001\u6a21\u62df\u53c2\u6570\u53ca\u70ed\u529b\u5b66\u6027\u80fd\u6307\u6807\u3002 \n- \u8bbe\u8ba1\u6807\u51c6\u5316\u6570\u636e\u63a5\u53e3\u548cAPI\uff0c\u652f\u6301\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u540c\u6b65\u66f4\u65b0\u548c\u9ad8\u6548\u8c03\u7528\u3002 \n- \u5f15\u5165\u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u7248\u672c\u7ba1\u7406\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u3001\u53ef\u8ffd\u6eaf\u6027\u53ca\u957f\u671f\u5229\u7528\u3002 \n\n\u4e94\u3001\u5b9e\u65bd\u6b65\u9aa4\u5efa\u8bae \n1. \u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u6570\u636e\uff0c\u91cd\u65b0\u8bad\u7ec3\u548c\u6821\u51c6MD\u52bf\u51fd\u6570\u53ca\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\u3002 \n2. \u5f00\u5c55\u591a\u6e29\u5ea6\u3001\u591a\u73af\u5883\u6761\u4ef6\u4e0b\u7684MD\u6a21\u62df\uff0c\u91cd\u70b9\u8ba1\u7b97\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u53ca\u8868\u9762\u5f20\u529b\u3002 \n3. \u5229\u7528DFT\u8ba1\u7b97\u8f85\u52a9\u4f18\u5316MD\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u63d0\u5347\u7194\u70b9\u548c\u70ed\u5bb9\u7684\u9884\u6d4b\u80fd\u529b\u3002 \n4. \u7ed3\u5408\u76f8\u573a\u6a21\u578b\u6a21\u62df\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\uff0c\u5229\u7528\u5b9e\u9a8c\u56fe\u50cf\u6570\u636e\u8fdb\u884c\u6a21\u578b\u9a8c\u8bc1\u548c\u53c2\u6570\u6821\u6b63\u3002 \n5. \u5f00\u53d1\u548c\u5e94\u7528AI\u8f85\u52a9\u7684\u56fe\u50cf\u8bc6\u522b\u548c\u591a\u53d8\u91cf\u5206\u6790\u5de5\u5177\uff0c\u63d0\u53d6\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u5e76\u5efa\u7acb\u6027\u80fd\u9884\u6d4b\u6a21\u578b\u3002 \n6. \u5c06\u6240\u6709\u6570\u636e\u6574\u5408\u5165\u7edf\u4e00\u6570\u636e\u5e93\uff0c\u652f\u6301\u540e\u7eedAI\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\u4efb\u52a1\u3002 \n\n\u603b\u7ed3\uff1a \n\u672c\u4f18\u5316\u65b9\u6848\u901a\u8fc7\u5f15\u5165\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u6821\u51c6\u7684\u52bf\u51fd\u6570\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u3001AI\u8f85\u52a9\u53c2\u6570\u63d0\u53d6\u548c\u591a\u53d8\u91cf\u5173\u8054\u5206\u6790\uff0c\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\u7cbe\u5ea6\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u63d0\u53d6\u8d28\u91cf\u3002\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u5149\u5b66\u8868\u5f81\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u4e3a\u6784\u5efa\u5b8c\u6574\u3001\u51c6\u786e\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u6027\u80fd\u7684\u7cbe\u51c6\u9884\u6d4b\u4e0e\u8bbe\u8ba1\u3002\n\n\u5982\u679c\u9700\u8981\uff0c\u6211\u53ef\u4ee5\u7acb\u5373\u5f00\u59cb\u5236\u5b9a\u8be6\u7ec6\u7684\u6a21\u62df\u8ba1\u7b97\u8ba1\u5212\u548cAI\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u9ad8\u6548\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u6539\u8fdb\u540e\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\uff0c\u63d0\u4ea4\u672c\u9636\u6bb5\u6570\u636e\u91c7\u96c6\u7684\u6700\u7ec8\u6210\u679c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u5149\u7535\u7269\u7406\u5b66\u5bb6\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u8f6e\u8ba8\u8bba\u548c\u65b9\u6848\u4f18\u5316\uff0c\u6211\u4eec\u5df2\u7ecf\u5f62\u6210\u4e86\u4e00\u4e2a\u79d1\u5b66\u4e25\u8c28\u3001\u6570\u636e\u4e30\u5bcc\u4e14\u591a\u7ef4\u5ea6\u878d\u5408\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u6846\u67b6\u3002\u8be5\u6570\u636e\u96c6\u6574\u5408\u4e86\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u6570\u636e\u3001\u591a\u5c3a\u5ea6\u9ad8\u5206\u8fa8\u7387\u663e\u5fae\u56fe\u50cf\u3001\u5149\u5b66\u8868\u5f81\u6570\u636e\u4ee5\u53ca\u57fa\u4e8e\u5b9e\u9a8c\u6821\u51c6\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u8f85\u4ee5AI\u81ea\u52a8\u7279\u5f81\u63d0\u53d6\u548c\u591a\u53d8\u91cf\u5173\u8054\u5206\u6790\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u3001\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n\u4ee5\u4e0b\u662f\u672c\u9636\u6bb5\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u7684\u6700\u7ec8\u6210\u679c\u5185\u5bb9\uff1a\n\n```\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\n1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\n- \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\uff08DSC\u591a\u901f\u7387\u52a0\u70ed\u51b7\u5374\u5faa\u73af\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u73b0\u8c61\u5206\u6790\uff09\n- \u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff08\u7ed3\u5408\u6709\u9650\u6e29\u5ea6DFT\u6821\u51c6\uff09\n- \u5bc6\u5ea6-\u6e29\u5ea6\u66f2\u7ebf\uff08\u632f\u52a8\u7ba1\u5bc6\u5ea6\u8ba1\u591a\u70b9\u91c7\u6837\uff0c\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\uff09\n- \u8868\u9762\u5f20\u529b\uff08\u9ad8\u6e29\u60ac\u6ef4\u6cd5\u7ed3\u5408\u9ad8\u901f\u6444\u50cf\u56fe\u50cf\u5904\u7406\uff0c\u754c\u9762\u66f2\u7387\u4e0e\u5f20\u529b\u6570\u636e\uff09\n- \u7c98\u5ea6\uff08\u632f\u52a8\u7c98\u5ea6\u8ba1\u4e0e\u65cb\u8f6c\u7c98\u5ea6\u8ba1\u53cc\u91cd\u9a8c\u8bc1\uff0c\u542b\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\uff09\n- \u6269\u6563\u7cfb\u6570\uff08\u540c\u4f4d\u7d20\u6807\u8bb0\u6269\u6563\u7ed3\u5408\u62c9\u66fc\u5149\u8c31\u7684\u65f6\u7a7a\u5206\u8fa8\u6570\u636e\uff09\n\n2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\n- SEM\u56fe\u50cf\uff1a\u6676\u7c92\u5f62\u8c8c\u3001\u5c3a\u5bf8\u5206\u5e03\u53ca\u8868\u9762\u5f62\u6001\n- TEM\u56fe\u50cf\uff1a\u6676\u754c\u3001\u5b6a\u6676\u3001\u4f4d\u9519\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u7f3a\u9677\u7ed3\u6784\n- EBSD\u6570\u636e\uff1a\u6676\u7c92\u53d6\u5411\u3001\u7ec7\u6784\u53ca\u6676\u754c\u7c7b\u578b\u5206\u5e03\n- \u5feb\u901f\u6dec\u706b\u622a\u9762\u8584\u819c\u6837\u54c1\u7684\u9ad8\u5206\u8fa8\u56fe\u50cf\n- HT-TEM\u53ca\u540c\u6b65\u8f90\u5c04X\u5c04\u7ebf\u6210\u50cf\u7684\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u6f14\u5316\u56fe\u50cf\uff08\u542b\u4e09\u7ef4\u548c\u65f6\u95f4\u5206\u8fa8\u4fe1\u606f\uff09\n\n3. \u5149\u5b66\u8868\u5f81\u6570\u636e\uff08\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\uff09\n- \u5149\u5438\u6536\u5149\u8c31\uff08\u5bbd\u6ce2\u6bb5\uff0c\u5e26\u9699\u53ca\u5438\u6536\u8fb9\u7f18\u53d8\u5316\uff09\n- \u5149\u81f4\u53d1\u5149\uff08PL\uff09\u5149\u8c31\u53ca\u5bff\u547d\u6570\u636e\uff08\u7f3a\u9677\u6001\u53ca\u590d\u5408\u8fc7\u7a0b\u5206\u6790\uff09\n- \u65f6\u95f4\u5206\u8fa8\u5149\u8c31\uff08\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u53ca\u4fd8\u83b7\u590d\u5408\u673a\u5236\uff09\n- \u5149\u7535\u6d41\u54cd\u5e94\u53ca\u91cf\u5b50\u6548\u7387\u6d4b\u91cf\u6570\u636e\uff08\u4e0d\u540c\u5149\u7167\u6761\u4ef6\u4e0b\uff09\n\n4. \u6570\u503c\u6a21\u62df\u7ed3\u679c\uff08\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\uff09\n- \u57fa\u4e8e\u5b9e\u9a8c\u6821\u51c6\u7684\u5d4c\u5165\u5f0f\u539f\u5b50\u52bf\uff08EAM\uff09\u548c\u673a\u5668\u5b66\u4e60\u52bf\u51fd\u6570\uff08MLP\uff09MD\u6a21\u62df\u6570\u636e\n- \u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u53ca\u8868\u9762\u5f20\u529b\u8ba1\u7b97\u7ed3\u679c\n- DFT\u8ba1\u7b97\u7684\u7535\u5b50\u7ed3\u6784\u3001\u80fd\u91cf\u53ca\u70ed\u5bb9\u3001\u7194\u70b9\u9884\u6d4b\u6570\u636e\n- \u76f8\u573a\u6a21\u578b\u6a21\u62df\u7684\u6676\u7c92\u751f\u957f\u3001\u7f3a\u9677\u5f62\u6210\u53ca\u7ec7\u6784\u6f14\u53d8\u8fc7\u7a0b\u6570\u636e\n- \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u7ed3\u679c\uff0c\u6db5\u76d6\u539f\u5b50\u5c3a\u5ea6\u81f3\u5fae\u89c2\u7ed3\u6784\u5c3a\u5ea6\u7684\u70ed\u529b\u5b66\u884c\u4e3a\n- \u6a21\u62df\u6761\u4ef6\u4e0e\u5b9e\u9a8c\u73af\u5883\u53c2\u6570\u4e00\u81f4\u6027\u9a8c\u8bc1\u6570\u636e\n\n5. AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u4e0e\u591a\u53d8\u91cf\u5173\u8054\u5206\u6790\u7ed3\u679c\n- \u81ea\u52a8\u8bc6\u522b\u5e76\u91cf\u5316\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5bc6\u5ea6\u3001\u7ec7\u6784\u53c2\u6570\n- \u52a8\u6001\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff08\u57fa\u4e8e\u65f6\u95f4\u5206\u8fa8\u539f\u4f4d\u89c2\u6d4b\uff09\n- \u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u53d8\u91cf\u975e\u7ebf\u6027\u5173\u8054\u6a21\u578b\n- \u878d\u5408\u5149\u5b66\u6027\u80fd\u6570\u636e\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u5206\u6790\u7ed3\u679c\n\n6. \u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab\n- \u7edf\u4e00\u7ed3\u6784\u5316\u6570\u636e\u5e93\uff0c\u5305\u542b\u539f\u59cb\u6570\u636e\u3001\u5904\u7406\u7ed3\u679c\u53ca\u5b9e\u9a8c/\u6a21\u62df\u6761\u4ef6\u5143\u6570\u636e\n- \u6807\u51c6\u5316\u6570\u636e\u63a5\u53e3\u53caAPI\uff0c\u652f\u6301\u8de8\u5b66\u79d1\u6570\u636e\u8c03\u7528\u4e0e\u96c6\u6210\n- \u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u7248\u672c\u7ba1\u7406\u8bb0\u5f55\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u548c\u53ef\u8ffd\u6eaf\u6027\n\n\u603b\u7ed3\uff1a\n\u672c\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u4ece\u70ed\u529b\u5b66\u6027\u80fd\u5230\u5fae\u89c2\u7ed3\u6784\u3001\u4ece\u5149\u5b66\u7279\u6027\u5230\u591a\u5c3a\u5ea6\u6a21\u62df\u7684\u5168\u65b9\u4f4d\u4fe1\u606f\u3002\u901a\u8fc7\u591a\u5b66\u79d1\u534f\u540c\u4e0eAI\u6280\u672f\u8f85\u52a9\uff0c\u5b9e\u73b0\u4e86\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u4e3a\u540e\u7eed\u6750\u6599\u6027\u80fd\u5206\u6790\u3001AI\u6a21\u62df\u53ca\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u548c\u6280\u672f\u652f\u6301\u3002\n```\n\n\u4ee5\u4e0a\u5373\u4e3a\u672c\u9636\u6bb5\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\u7684\u5b8c\u6574\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u96c6\u6210\u679c\u3002\u63a5\u4e0b\u6765\u53ef\u57fa\u4e8e\u8be5\u6570\u636e\u96c6\u5f00\u5c55\u6df1\u5165\u7684AI\u6a21\u62df\u5206\u6790\u548c\u6750\u6599\u6027\u80fd\u4f18\u5316\u7814\u7a76\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e", + "content": "1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\n- \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\uff08DSC\u591a\u901f\u7387\u52a0\u70ed\u51b7\u5374\u5faa\u73af\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u73b0\u8c61\u5206\u6790\uff09\n- \u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff08\u7ed3\u5408\u6709\u9650\u6e29\u5ea6DFT\u6821\u51c6\uff09\n- \u5bc6\u5ea6-\u6e29\u5ea6\u66f2\u7ebf\uff08\u632f\u52a8\u7ba1\u5bc6\u5ea6\u8ba1\u591a\u70b9\u91c7\u6837\uff0c\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\uff09\n- \u8868\u9762\u5f20\u529b\uff08\u9ad8\u6e29\u60ac\u6ef4\u6cd5\u7ed3\u5408\u9ad8\u901f\u6444\u50cf\u56fe\u50cf\u5904\u7406\uff0c\u754c\u9762\u66f2\u7387\u4e0e\u5f20\u529b\u6570\u636e\uff09\n- \u7c98\u5ea6\uff08\u632f\u52a8\u7c98\u5ea6\u8ba1\u4e0e\u65cb\u8f6c\u7c98\u5ea6\u8ba1\u53cc\u91cd\u9a8c\u8bc1\uff0c\u542b\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\uff09\n- \u6269\u6563\u7cfb\u6570\uff08\u540c\u4f4d\u7d20\u6807\u8bb0\u6269\u6563\u7ed3\u5408\u62c9\u66fc\u5149\u8c31\u7684\u65f6\u7a7a\u5206\u8fa8\u6570\u636e\uff09\n\n2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\n- SEM\u56fe\u50cf\uff1a\u6676\u7c92\u5f62\u8c8c\u3001\u5c3a\u5bf8\u5206\u5e03\u53ca\u8868\u9762\u5f62\u6001\n- TEM\u56fe\u50cf\uff1a\u6676\u754c\u3001\u5b6a\u6676\u3001\u4f4d\u9519\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u7f3a\u9677\u7ed3\u6784\n- EBSD\u6570\u636e\uff1a\u6676\u7c92\u53d6\u5411\u3001\u7ec7\u6784\u53ca\u6676\u754c\u7c7b\u578b\u5206\u5e03\n- \u5feb\u901f\u6dec\u706b\u622a\u9762\u8584\u819c\u6837\u54c1\u7684\u9ad8\u5206\u8fa8\u56fe\u50cf\n- HT-TEM\u53ca\u540c\u6b65\u8f90\u5c04X\u5c04\u7ebf\u6210\u50cf\u7684\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u6f14\u5316\u56fe\u50cf\uff08\u542b\u4e09\u7ef4\u548c\u65f6\u95f4\u5206\u8fa8\u4fe1\u606f\uff09\n\n3. \u5149\u5b66\u8868\u5f81\u6570\u636e\uff08\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\uff09\n- 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\u5229\u7528\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u6570\u636e\u95f4\u7684\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u8f85\u52a9\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u3002 \n3. \u6807\u51c6\u5316\u6570\u636e\u683c\u5f0f\uff0c\u7edf\u4e00\u65f6\u95f4\u3001\u7a7a\u95f4\u3001\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u5173\u952e\u53d8\u91cf\u7684\u8868\u8fbe\u548c\u5355\u4f4d\u3002 \n4. \u4fdd\u7559\u5143\u6570\u636e\u548c\u7248\u672c\u4fe1\u606f\uff0c\u786e\u4fdd\u6570\u636e\u53ef\u8ffd\u6eaf\u3002 \n\n\u4e8c\u3001\u5177\u4f53\u6e05\u6d17\u65b9\u6cd5\n\n1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e \n- \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\uff08DSC\u6570\u636e\uff09 \n * \u5229\u7528\u591a\u901f\u7387\u52a0\u70ed\u51b7\u5374\u5faa\u73af\u6570\u636e\uff0c\u901a\u8fc7\u5e73\u6ed1\u6ee4\u6ce2\uff08\u5982Savitzky-Golay\u6ee4\u6ce2\uff09\u53bb\u9664\u9ad8\u9891\u566a\u58f0\u3002 \n * \u7ed3\u5408\u8fc7\u51b7\u73b0\u8c61\u7279\u5f81\uff0c\u91c7\u7528\u57fa\u4e8e\u7edf\u8ba1\u5206\u5e03\u7684\u5f02\u5e38\u68c0\u6d4b\uff08\u5982Z-score\u6216IQR\u65b9\u6cd5\uff09\u5254\u9664\u660e\u663e\u504f\u79bb\u7684\u5cf0\u503c\u3002 \n- \u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u7b49 \n * \u5bf9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u4f7f\u7528\u5206\u6bb5\u56de\u5f52\u62df\u5408\uff0c\u5254\u9664\u4e0d\u7b26\u5408\u7269\u7406\u8d8b\u52bf\u7684\u5b64\u7acb\u70b9\u3002 \n * \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u91c7\u7528\u52a0\u6743\u5e73\u5747\uff0c\u6743\u91cd\u57fa\u4e8e\u6d4b\u91cf\u4e0d\u786e\u5b9a\u5ea6\u3002 \n * \u5bf9\u632f\u52a8\u7ba1\u5bc6\u5ea6\u8ba1\u548c\u65cb\u8f6c\u7c98\u5ea6\u8ba1\u6570\u636e\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u5254\u9664\u4e24\u8005\u5dee\u5f02\u8d85\u9608\u503c\u7684\u5f02\u5e38\u70b9\u3002 \n\n2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e \n- SEM/TEM/EBSD\u56fe\u50cf \n * \u91c7\u7528\u56fe\u50cf\u9884\u5904\u7406\u6280\u672f\uff08\u53bb\u566a\u6ee4\u6ce2\u5982\u975e\u5c40\u90e8\u5747\u503c\u6ee4\u6ce2NL-means\uff0c\u53bb\u9664\u626b\u63cf\u566a\u58f0\u548c\u4f2a\u5f71\uff09\u3002 \n * \u5229\u7528AI\u8f85\u52a9\u5206\u5272\u7ed3\u679c\uff0c\u5254\u9664\u8fb9\u7f18\u6a21\u7cca\u6216\u5bf9\u6bd4\u5ea6\u6781\u5dee\u7684\u56fe\u50cf\u533a\u57df\u3002 \n * \u5bf9EBSD\u6570\u636e\uff0c\u5254\u9664\u4fe1\u53f7\u8d28\u91cf\u4f4e\uff08\u5982\u4fe1\u566a\u6bd4\u4f4e\u4e8e\u9608\u503c\uff09\u7684\u70b9\uff0c\u5e76\u63d2\u503c\u586b\u8865\u7f3a\u5931\u533a\u57df\u3002 \n- \u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u6f14\u5316\u56fe\u50cf \n * \u65f6\u95f4\u5e8f\u5217\u56fe\u50cf\u901a\u8fc7\u8fd0\u52a8\u8865\u507f\u548c\u914d\u51c6\u7b97\u6cd5\u51cf\u5c11\u52a8\u6001\u6a21\u7cca\u3002 \n * \u5229\u7528\u4e09\u7ef4\u91cd\u5efa\u4e00\u81f4\u6027\u68c0\u67e5\u5254\u9664\u5f02\u5e38\u5e27\u3002 \n\n3. \u5149\u5b66\u8868\u5f81\u6570\u636e \n- \u5149\u5438\u6536\u3001PL\u5149\u8c31\u53ca\u65f6\u95f4\u5206\u8fa8\u5149\u8c31 \n * \u91c7\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u5149\u8c31\u5e73\u6ed1\uff08\u5982\u5c0f\u6ce2\u53d8\u6362\u53bb\u566a\uff09\u6d88\u9664\u5149\u8c31\u4eea\u566a\u58f0\u3002 \n * \u5bf9\u5149\u8c31\u5cf0\u503c\u4f7f\u7528\u591a\u5cf0\u62df\u5408\u5254\u9664\u5f02\u5e38\u5cf0\u3002 \n * \u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6570\u636e\u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u5206\u6790\u5254\u9664\u5f02\u5e38\u5bff\u547d\u6570\u636e\u70b9\u3002 \n\n4. \u6570\u503c\u6a21\u62df\u7ed3\u679c \n- MD\u6a21\u62df\u3001DFT\u8ba1\u7b97\u53ca\u76f8\u573a\u6a21\u578b\u6570\u636e \n * \u901a\u8fc7\u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u5254\u9664\u6a21\u62df\u7ed3\u679c\u4e2d\u504f\u79bb\u7269\u7406\u89c4\u5f8b\u7684\u5f02\u5e38\u503c\u3002 \n * \u91c7\u7528\u7edf\u8ba1\u4e00\u81f4\u6027\u68c0\u9a8c\uff08\u5982Kolmogorov-Smirnov\u68c0\u9a8c\uff09\u7b5b\u9009\u6a21\u62df\u6570\u636e\u5206\u5e03\u5f02\u5e38\u7684\u6837\u672c\u3002 \n * \u683c\u5f0f\u7edf\u4e00\uff0c\u786e\u4fdd\u53d8\u91cf\u547d\u540d\u548c\u5355\u4f4d\u4e0e\u5b9e\u9a8c\u6570\u636e\u4e00\u81f4\u3002 \n\n5. AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c \n- \u81ea\u52a8\u8bc6\u522b\u7684\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49 \n * \u5229\u7528\u7edf\u8ba1\u5206\u5e03\u5206\u6790\u5254\u9664\u6781\u7aef\u5f02\u5e38\u503c\uff08\u59823\u03c3\u539f\u5219\uff09\u3002 \n * \u7ed3\u5408\u65f6\u95f4\u5206\u8fa8\u6570\u636e\uff0c\u5254\u9664\u4e0d\u7b26\u5408\u6f14\u53d8\u8d8b\u52bf\u7684\u5f02\u5e38\u70b9\u3002 \n\n6. \u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab \n- \u7edf\u4e00\u91c7\u7528\u7ed3\u6784\u5316\u6570\u636e\u5e93\u683c\u5f0f\uff08\u5982JSON\u3001HDF5\uff09\u4fdd\u5b58\u6e05\u6d17\u540e\u6570\u636e\u3002 \n- \u8bb0\u5f55\u6e05\u6d17\u6b65\u9aa4\u53ca\u53c2\u6570\uff0c\u4fdd\u8bc1\u53ef\u8ffd\u6eaf\u6027\u3002 \n- \u8bbe\u8ba1API\u63a5\u53e3\u652f\u6301\u6570\u636e\u8c03\u7528\u548c\u4e8c\u6b21\u5904\u7406\u3002 \n\n\u4e09\u3001\u540e\u7eed\u5efa\u8bae \n- \u5efa\u7acb\u81ea\u52a8\u5316\u6570\u636e\u6e05\u6d17\u6d41\u6c34\u7ebf\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u65b9\u6cd5\u63d0\u5347\u6548\u7387\u3002 \n- \u5b9a\u671f\u5f00\u5c55\u8de8\u5b66\u79d1\u6570\u636e\u4e00\u81f4\u6027\u6821\u9a8c\uff0c\u786e\u4fdd\u591a\u6e90\u6570\u636e\u878d\u5408\u7684\u53ef\u9760\u6027\u3002 \n- \u7ed3\u5408\u4e13\u5bb6\u7ecf\u9a8c\u8c03\u6574\u6e05\u6d17\u9608\u503c\u548c\u89c4\u5219\uff0c\u52a8\u6001\u4f18\u5316\u6e05\u6d17\u7b56\u7565\u3002 \n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u65b9\u6848\u9488\u5bf9\u591a\u7c7b\u578b\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u7684\u7279\u70b9\uff0c\u8bbe\u8ba1\u4e86\u7cfb\u7edf\u5316\u7684\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u6d41\u7a0b\uff0c\u65e2\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\uff0c\u53c8\u4e3a\u540e\u7eedAI\u6a21\u62df\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u5206\u6790\u5960\u5b9a\u57fa\u7840\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u7b97\u6cd5\u548c\u53c2\u6570\u8bbe\u7f6e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u7684\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\u548c\u6570\u636e\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u7684\u7269\u7406\u6027\u8d28\u548c\u5b9e\u9a8c\u6a21\u62df\u6570\u636e\u7279\u70b9\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\u548c\u6570\u636e\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\uff0c\u4ee5\u8f85\u52a9\u5bf9\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u7684\u9884\u5904\u7406\uff0c\u786e\u4fdd\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u4e00\u81f4\u6027\u3002\n\n---\n\n### \u4e00\u3001\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\n\n#### 1. \u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff08\u7194\u70b9\u3001\u76f8\u53d8\u70ed\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u7b49\uff09\n\n- **\u7269\u7406\u8fb9\u754c\u7ea6\u675f** \n \u5229\u7528\u70ed\u529b\u5b66\u7b2c\u4e00\u5b9a\u5f8b\u548c\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u7269\u7406\u9650\u5236\uff0c\u5b9a\u4e49\u5408\u7406\u7684\u53c2\u6570\u8303\u56f4\u3002\u4f8b\u5982\uff1a \n - \u7194\u70b9\u6e29\u5ea6\u5e94\u5728\u5df2\u77e5\u6750\u6599\u76f8\u56fe\u8303\u56f4\u5185\uff0c\u8d85\u8fc7\u8be5\u8303\u56f4\u89c6\u4e3a\u5f02\u5e38\u3002 \n - \u76f8\u53d8\u70ed\u5e94\u4e3a\u6b63\u503c\u4e14\u4e0e\u6750\u6599\u6210\u5206\u548c\u7ed3\u6784\u76f8\u7b26\u3002 \n - \u70ed\u5bb9\u5e94\u4e3a\u6b63\u4e14\u968f\u6e29\u5ea6\u53d8\u5316\u5e73\u6ed1\uff0c\u5f02\u5e38\u7a81\u53d8\u70b9\u9700\u91cd\u70b9\u68c0\u67e5\u3002 \n - \u5bc6\u5ea6\u968f\u6e29\u5ea6\u5e94\u5448\u73b0\u70ed\u81a8\u80c0\u89c4\u5f8b\uff08\u4e00\u822c\u5355\u8c03\u9012\u51cf\uff09\uff0c\u53cd\u5411\u5f02\u5e38\u70b9\u89c6\u4e3a\u5f02\u5e38\u3002 \n - \u8868\u9762\u5f20\u529b\u548c\u7c98\u5ea6\u5e94\u968f\u6e29\u5ea6\u5448\u73b0\u7269\u7406\u5408\u7406\u7684\u8d8b\u52bf\uff08\u901a\u5e38\u968f\u6e29\u5ea6\u5347\u9ad8\u800c\u964d\u4f4e\uff09\uff0c\u975e\u5355\u8c03\u53d8\u5316\u9700\u9a8c\u8bc1\u3002 \n - \u6269\u6563\u7cfb\u6570\u5e94\u7b26\u5408Arrhenius\u884c\u4e3a\uff0c\u5f02\u5e38\u8df3\u53d8\u70b9\u9700\u5254\u9664\u3002\n\n- **\u7edf\u8ba1\u5f02\u5e38\u68c0\u6d4b** \n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u4e2d\u70ed\u529b\u5b66\u91cf\u7684\u6ce2\u52a8\u7406\u8bba\uff0c\u8ba1\u7b97\u70ed\u5bb9\u3001\u6269\u6563\u7cfb\u6570\u7b49\u53c2\u6570\u7684\u7edf\u8ba1\u6ce2\u52a8\u8303\u56f4\u3002\u8d85\u51fa\u7edf\u8ba1\u6ce2\u52a8\u8303\u56f4\uff08\u4f8b\u5982\u8d85\u8fc7\u5747\u503c\u00b13\u03c3\uff09\u89c6\u4e3a\u5f02\u5e38\u3002 \n - \u91c7\u7528\u57fa\u4e8e\u80fd\u91cf\u5206\u5e03\u7684\u62df\u5408\uff08\u5982Boltzmann\u5206\u5e03\u62df\u5408\uff09\u68c0\u9a8c\u6570\u636e\u5408\u7406\u6027\uff0c\u504f\u79bb\u62df\u5408\u66f2\u7ebf\u663e\u8457\u8005\u4e3a\u5f02\u5e38\u3002\n\n- **\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u68c0\u9a8c** \n - \u5229\u7528Gibbs\u81ea\u7531\u80fd\u7684\u70ed\u529b\u5b66\u5173\u7cfb\u5f0f\uff08\u5982\\( G = H - TS \\)\uff09\u5bf9\u7113\u3001\u71b5\u3001\u81ea\u7531\u80fd\u6570\u636e\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u82e5\u6570\u636e\u95f4\u5b58\u5728\u4e0d\u5408\u7406\u7684\u70ed\u529b\u5b66\u5173\u7cfb\u504f\u5dee\uff0c\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002 \n - \u901a\u8fc7\u70ed\u529b\u5b66\u79ef\u5206\u5173\u7cfb\uff08\u5982\u70ed\u5bb9\u79ef\u5206\u8ba1\u7b97\u7113\u53d8\u5316\uff09\u9a8c\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002\n\n#### 2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u53caAI\u7279\u5f81\u63d0\u53d6\u6570\u636e\n\n- **\u7edf\u8ba1\u5206\u5e03\u5408\u7406\u6027** \n - \u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u53c2\u6570\u5e94\u7b26\u5408\u5df2\u77e5\u7684\u7edf\u8ba1\u5206\u5e03\uff08\u5982\u5bf9\u6570\u6b63\u6001\u5206\u5e03\u6216Weibull\u5206\u5e03\uff09\u3002\u504f\u79bb\u5206\u5e03\u5c3e\u90e8\u6781\u7aef\u70b9\u89c6\u4e3a\u5f02\u5e38\u3002 \n - \u65f6\u95f4\u6f14\u5316\u6570\u636e\u5e94\u6ee1\u8db3\u52a8\u529b\u5b66\u6a21\u578b\u9884\u6d4b\u7684\u6f14\u53d8\u8d8b\u52bf\uff08\u5982\u6676\u7c92\u957f\u5927\u901f\u7387\uff09\uff0c\u4e0d\u7b26\u5408\u8d8b\u52bf\u7684\u70b9\u9700\u91cd\u70b9\u68c0\u67e5\u3002\n\n- **\u7269\u7406\u7ed3\u6784\u7ea6\u675f** \n - \u6676\u754c\u7c7b\u578b\u3001\u7ec7\u6784\u53c2\u6570\u5e94\u7b26\u5408\u6750\u6599\u7684\u6676\u4f53\u5b66\u5bf9\u79f0\u6027\u548c\u76f8\u573a\u6a21\u578b\u9884\u6d4b\u3002\u975e\u7269\u7406\u7ed3\u6784\u6570\u636e\u9700\u5254\u9664\u3002\n\n#### 3. \u6570\u503c\u6a21\u62df\u6570\u636e\n\n- **\u7269\u7406\u89c4\u5f8b\u6821\u9a8c** \n - \u6a21\u62df\u6570\u636e\u5e94\u6ee1\u8db3\u80fd\u91cf\u5b88\u6052\u3001\u529b\u5b66\u5e73\u8861\u7b49\u57fa\u672c\u7269\u7406\u89c4\u5f8b\u3002\u8fdd\u53cd\u8fd9\u4e9b\u89c4\u5f8b\u7684\u6570\u636e\u70b9\u4e3a\u5f02\u5e38\u3002 \n - \u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u53c2\u6570\u5e94\u8868\u73b0\u51fa\u5408\u7406\u7684\u8d8b\u52bf\uff08\u5982\u5bc6\u5ea6\u968f\u538b\u529b\u589e\u52a0\u800c\u589e\u52a0\uff09\uff0c\u9006\u5411\u8d8b\u52bf\u9700\u6807\u8bb0\u3002\n\n- **\u7edf\u8ba1\u4e00\u81f4\u6027\u68c0\u9a8c** \n - \u91c7\u7528Kolmogorov-Smirnov\u68c0\u9a8c\u7b49\u975e\u53c2\u6570\u65b9\u6cd5\uff0c\u68c0\u9a8c\u6a21\u62df\u7ed3\u679c\u5206\u5e03\u4e0e\u5b9e\u9a8c\u6570\u636e\u5206\u5e03\u7684\u4e00\u81f4\u6027\uff0c\u663e\u8457\u504f\u79bb\u8005\u4e3a\u5f02\u5e38\u3002\n\n---\n\n### \u4e8c\u3001\u6570\u636e\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\n\n#### 1. \u70ed\u529b\u5b66\u5173\u7cfb\u5f0f\u4ea4\u53c9\u9a8c\u8bc1\n\n- \u5229\u7528\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u4e2d\u7113\uff08H\uff09\u3001\u71b5\uff08S\uff09\u3001\u81ea\u7531\u80fd\uff08G\uff09\u4e09\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\uff1a \n \\[\n G(T,P) = H(T,P) - T \\times S(T,P)\n \\] \n \u5bf9\u6570\u636e\u8fdb\u884c\u9010\u70b9\u8ba1\u7b97\u548c\u6bd4\u8f83\uff0c\u8ba1\u7b97\u6b8b\u5dee\uff1a \n \\[\n \\Delta G = G_{\\text{\u6d4b\u91cf}} - (H_{\\text{\u6d4b\u91cf}} - T \\times S_{\\text{\u6d4b\u91cf}})\n \\] \n \u82e5\u6b8b\u5dee\u8d85\u8fc7\u9884\u8bbe\u9608\u503c\uff08\u57fa\u4e8e\u6d4b\u91cf\u8bef\u5dee\u8303\u56f4\uff09\uff0c\u5219\u6570\u636e\u70b9\u4e0d\u5408\u7406\u3002\n\n#### 2. \u70ed\u5bb9\u79ef\u5206\u4e00\u81f4\u6027\u68c0\u9a8c\n\n- \u5229\u7528\u70ed\u5bb9\u6570\u636e\u8ba1\u7b97\u7113\u548c\u71b5\u7684\u79ef\u5206\u5173\u7cfb\uff1a \n \\[\n H(T) = H(T_0) + \\int_{T_0}^{T} C_p(T') dT'\n \\] \n \\[\n S(T) = S(T_0) + \\int_{T_0}^{T} \\frac{C_p(T')}{T'} dT'\n \\] \n \u5bf9\u6bd4\u8ba1\u7b97\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6d4b\u91cf\u7113\u3001\u71b5\uff0c\u504f\u5dee\u8f83\u5927\u8005\u9700\u91cd\u70b9\u68c0\u67e5\u3002\n\n#### 3. Arrhenius\u884c\u4e3a\u62df\u5408\u68c0\u9a8c\n\n- \u5bf9\u6269\u6563\u7cfb\u6570\u3001\u7c98\u5ea6\u7b49\u6e29\u5ea6\u4f9d\u8d56\u6570\u636e\uff0c\u8fdb\u884cArrhenius\u62df\u5408\uff1a \n \\[\n D(T) = D_0 \\exp\\left(-\\frac{E_a}{k_B T}\\right)\n \\] \n \u5229\u7528\u62df\u5408\u6b8b\u5dee\u8bc6\u522b\u5f02\u5e38\u70b9\uff0c\u6b8b\u5dee\u8d85\u8fc7\u9608\u503c\u7684\u70b9\u4e3a\u5f02\u5e38\u3002\n\n#### 4. \u591a\u7269\u7406\u573a\u6570\u636e\u5173\u8054\u4e00\u81f4\u6027\n\n- \u5229\u7528AI\u8f85\u52a9\u591a\u53d8\u91cf\u975e\u7ebf\u6027\u5173\u8054\u6a21\u578b\uff0c\u68c0\u9a8c\u4e0d\u540c\u7269\u7406\u91cf\u4e4b\u95f4\u7684\u5173\u8054\u5408\u7406\u6027\u3002 \n- \u4f8b\u5982\uff0c\u6676\u7c92\u5c3a\u5bf8\u4e0e\u70ed\u5bb9\u3001\u6269\u6563\u7cfb\u6570\u7684\u5173\u8054\u8d8b\u52bf\u5e94\u7b26\u5408\u7406\u8bba\u9884\u671f\uff0c\u504f\u79bb\u8d8b\u52bf\u7684\u6570\u636e\u70b9\u9700\u590d\u6838\u3002\n\n---\n\n### \u4e09\u3001\u5177\u4f53\u5b9e\u65bd\u5efa\u8bae\n\n- **\u9608\u503c\u8bbe\u5b9a** \n \u9608\u503c\u57fa\u4e8e\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u3001\u7edf\u8ba1\u6ce2\u52a8\u8303\u56f4\u4ee5\u53ca\u7406\u8bba\u7269\u7406\u9650\u5236\u52a8\u6001\u8c03\u6574\uff0c\u7ed3\u5408\u4e13\u5bb6\u7ecf\u9a8c\u4f18\u5316\u3002 \n\n- **\u591a\u5c42\u6b21\u68c0\u6d4b\u6d41\u7a0b** \n \u5148\u8fdb\u884c\u7269\u7406\u8fb9\u754c\u548c\u7edf\u8ba1\u5f02\u5e38\u68c0\u6d4b\uff0c\u518d\u8fdb\u884c\u70ed\u529b\u5b66\u5173\u7cfb\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u6700\u540e\u7ed3\u5408\u591a\u7269\u7406\u573a\u5173\u8054\u68c0\u9a8c\uff0c\u786e\u4fdd\u591a\u7ef4\u5ea6\u6570\u636e\u5408\u7406\u6027\u3002 \n\n- **\u5f02\u5e38\u6807\u8bb0\u4e0e\u53cd\u9988\u673a\u5236** \n \u5bf9\u68c0\u6d4b\u51fa\u7684\u5f02\u5e38\u70b9\u8fdb\u884c\u6807\u8bb0\uff0c\u53cd\u9988\u7ed9\u5b9e\u9a8c\u548c\u6a21\u62df\u56e2\u961f\u786e\u8ba4\uff0c\u5fc5\u8981\u65f6\u91cd\u65b0\u6d4b\u91cf\u6216\u6a21\u62df\u3002 \n\n- **\u96c6\u6210\u81ea\u52a8\u5316\u5de5\u5177** \n \u5c06\u4e0a\u8ff0\u65b9\u6cd5\u96c6\u6210\u5230\u6570\u636e\u6e05\u6d17\u6d41\u6c34\u7ebf\u4e2d\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u63d0\u9ad8\u6548\u7387\u4e0e\u51c6\u786e\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u7406\u8bba\u6846\u67b6\uff0c\u7ed3\u5408\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u7684\u7269\u7406\u7279\u6027\uff0c\u8bbe\u8ba1\u7684\u5f02\u5e38\u503c\u8bc6\u522b\u6807\u51c6\u548c\u5408\u7406\u6027\u68c0\u9a8c\u65b9\u6cd5\uff0c\u65e2\u4fdd\u8bc1\u4e86\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u4e5f\u517c\u987e\u7edf\u8ba1\u4e00\u81f4\u6027\uff0c\u4e3a\u540e\u7eed\u6570\u636e\u9884\u5904\u7406\u548c\u6df1\u5ea6\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u4fdd\u969c\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u53ca\u4ee3\u7801\u793a\u4f8b\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5b9e\u73b0\u6570\u636e\u6e05\u6d17\u53ca\u683c\u5f0f\u5316\u7684\u5177\u4f53\u7b97\u6cd5\u548c\u6d41\u7a0b\u8bbe\u8ba1\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u591a\u6e90\u5f02\u6784\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\u7279\u70b9\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6e05\u6d17\u539f\u5219\u4e0e\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c\u6807\u51c6\uff0c\u4f5c\u4e3a\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u6211\u8bbe\u8ba1\u4e86\u4ee5\u4e0b\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u5b9e\u73b0\u6570\u636e\u6e05\u6d17\u53ca\u683c\u5f0f\u5316\u7684\u5177\u4f53\u7b97\u6cd5\u548c\u6d41\u7a0b\u65b9\u6848\uff0c\u91cd\u70b9\u7a81\u51fa\u81ea\u52a8\u5316\u3001\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u548c\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u6570\u636e\u878d\u5408\u3002\n\n---\n\n# \u4e00\u3001\u603b\u4f53\u6846\u67b6\u8bbe\u8ba1\n\n1. **\u6a21\u5757\u5316\u8bbe\u8ba1** \n \u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u5206\u4e3a\u591a\u4e2a\u6a21\u5757\uff0c\u9488\u5bf9\u4e0d\u540c\u6570\u636e\u7c7b\u578b\uff08\u70ed\u529b\u5b66\u53c2\u6570\u3001\u56fe\u50cf\u6570\u636e\u3001\u5149\u5b66\u8868\u5f81\u3001\u6a21\u62df\u6570\u636e\u3001AI\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\uff09\u5206\u522b\u8bbe\u8ba1\u4e13\u7528\u7b97\u6cd5\uff0c\u6700\u540e\u6574\u5408\u7edf\u4e00\u683c\u5f0f\u8f93\u51fa\u3002\n\n2. **\u7269\u7406\u7ea6\u675f\u5d4c\u5165** \n \u5728\u6570\u636e\u6e05\u6d17\u8fc7\u7a0b\u4e2d\uff0c\u5d4c\u5165\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u7269\u7406\u7ea6\u675f\uff0c\u786e\u4fdd\u53bb\u9664\u7684\u5f02\u5e38\u70b9\u4e0d\u8fdd\u53cd\u7269\u7406\u89c4\u5f8b\u3002\n\n3. **\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u4ea4\u53c9\u9a8c\u8bc1** \n \u5229\u7528\u4e0d\u540c\u6570\u636e\u6e90\u95f4\u7684\u7269\u7406\u5173\u8054\u5173\u7cfb\uff0c\u8f85\u52a9\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u70b9\u3002\n\n4. **\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf** \n \u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u4e0e\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u3002\n\n5. **\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316** \n \u7edf\u4e00\u91c7\u7528HDF5\u683c\u5f0f\u5b58\u50a8\uff0c\u5305\u542b\u6570\u636e\u672c\u4f53\u53ca\u5143\u6570\u636e\uff0c\u652f\u6301\u7248\u672c\u7ba1\u7406\u548c\u53ef\u8ffd\u6eaf\u3002\n\n---\n\n# \u4e8c\u3001\u5177\u4f53\u7b97\u6cd5\u4e0e\u6d41\u7a0b\u8bbe\u8ba1\n\n## 1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u6e05\u6d17\u7b97\u6cd5\n\n### \u8f93\u5165 \n- \u591a\u901f\u7387DSC\u66f2\u7ebf\u6570\u636e \n- \u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u91c7\u6837\u70b9\u53ca\u4e0d\u786e\u5b9a\u5ea6\n\n### \u7b97\u6cd5\u6b65\u9aa4\n\n1. **\u566a\u58f0\u6ee4\u6ce2** \n - \u5bf9DSC\u66f2\u7ebf\u4f7f\u7528Savitzky-Golay\u6ee4\u6ce2\u5e73\u6ed1\uff0c\u7a97\u53e3\u5927\u5c0f\u548c\u591a\u9879\u5f0f\u9636\u6570\u6839\u636e\u91c7\u6837\u7387\u81ea\u52a8\u8c03\u6574\u3002 \n - \u5bf9\u70ed\u5bb9\u3001\u5bc6\u5ea6\u7b49\u6e29\u5ea6\u66f2\u7ebf\u91c7\u7528\u5c40\u90e8\u52a0\u6743\u56de\u5f52\uff08LOWESS\uff09\u6ee4\u6ce2\u3002\n\n2. **\u5f02\u5e38\u70b9\u7edf\u8ba1\u68c0\u6d4b** \n - \u8ba1\u7b97Z-score\u53caIQR\uff08\u56db\u5206\u4f4d\u8ddd\uff09\u5bf9\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684\u591a\u6b21\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u5f02\u5e38\u503c\u5254\u9664\u3002 \n - \u5bf9\u4e8e\u5355\u6b21\u6d4b\u91cf\u6570\u636e\uff0c\u91c7\u7528\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50\uff08LOF\uff09\u7b97\u6cd5\u7ed3\u5408\u7269\u7406\u8d8b\u52bf\u68c0\u6d4b\u5f02\u5e38\u70b9\u3002\n\n3. **\u7269\u7406\u8fb9\u754c\u7ea6\u675f\u68c0\u6d4b** \n - \u7194\u70b9\u3001\u76f8\u53d8\u70ed\u7b49\u53c2\u6570\u9650\u5236\u5728\u6750\u6599\u76f8\u56fe\u5141\u8bb8\u8303\u56f4\u5185\uff0c\u8d85\u8303\u56f4\u70b9\u81ea\u52a8\u5254\u9664\u3002 \n - \u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\u5206\u522b\u8fdb\u884c\u5355\u8c03\u6027\u548cArrhenius\u884c\u4e3a\u62df\u5408\u6b8b\u5dee\u68c0\u6d4b\uff0c\u6b8b\u5dee\u8d85\u8fc7\u9608\u503c\u7684\u70b9\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002\n\n4. **\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u68c0\u9a8c** \n - \u5229\u7528\u70ed\u5bb9\u79ef\u5206\u8ba1\u7b97\u7113\u548c\u71b5\uff0c\u7ed3\u5408\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u6b8b\u5dee\u8ba1\u7b97\uff0c\u6b8b\u5dee\u8d85\u8fc7\u6d4b\u91cf\u8bef\u5dee\u8303\u56f4\u7684\u70b9\u5254\u9664\u3002 \n - \u8ba1\u7b97Gibbs\u81ea\u7531\u80fd\u6b8b\u5dee\uff0c\u5254\u9664\u4e0d\u5408\u7406\u6570\u636e\u3002\n\n5. **\u52a0\u6743\u5e73\u5747\u4e0e\u6570\u636e\u878d\u5408** \n - \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u6839\u636e\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\u5e73\u5747\uff0c\u751f\u6210\u6700\u7ec8\u6e05\u6d17\u6570\u636e\u3002 \n - \u6309\u7edf\u4e00\u7269\u7406\u5355\u4f4d\u6807\u51c6\u5316\u3002\n\n### \u8f93\u51fa \n- \u6e05\u6d17\u540e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u66f2\u7ebf\u53ca\u5bf9\u5e94\u4e0d\u786e\u5b9a\u5ea6 \n- \u5f02\u5e38\u70b9\u8bb0\u5f55\u53ca\u5254\u9664\u65e5\u5fd7\n\n---\n\n## 2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\u6e05\u6d17\u7b97\u6cd5\n\n### \u8f93\u5165 \n- SEM\u3001TEM\u3001EBSD\u53ca\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u5e8f\u5217\n\n### \u7b97\u6cd5\u6b65\u9aa4\n\n1. **\u56fe\u50cf\u9884\u5904\u7406** \n - \u4f7f\u7528\u975e\u5c40\u90e8\u5747\u503c\u6ee4\u6ce2\uff08NL-means\uff09\u53bb\u566a\uff0c\u53c2\u6570\u81ea\u52a8\u6839\u636e\u566a\u58f0\u4f30\u8ba1\u8c03\u6574\u3002 \n - \u91c7\u7528\u56fe\u50cf\u914d\u51c6\u7b97\u6cd5\uff08\u57fa\u4e8e\u7279\u5f81\u70b9\u5339\u914d\u6216\u76f8\u4f4d\u76f8\u5173\u6cd5\uff09\u5bf9\u52a8\u6001\u5e8f\u5217\u8fdb\u884c\u8fd0\u52a8\u8865\u507f\u3002\n\n2. **\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7** \n - \u7ed3\u5408AI\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u6a21\u578b\uff08\u57fa\u4e8e\u5377\u79ef\u795e\u7ecf\u7f51\u7edcCNN\uff09\uff0c\u81ea\u52a8\u8bc6\u522b\u6a21\u7cca\u3001\u4f4e\u5bf9\u6bd4\u5ea6\u533a\u57df\u3002 \n - \u5254\u9664\u8fb9\u7f18\u6a21\u7cca\u6216\u4fe1\u566a\u6bd4\u4f4e\u4e8e\u9608\u503c\u7684\u56fe\u50cf\u533a\u57df\u3002\n\n3. **EBSD\u6570\u636e\u6e05\u6d17** \n - \u6839\u636e\u4fe1\u53f7\u8d28\u91cf\u6307\u6570\uff08\u5982\u4fe1\u566a\u6bd4SNR\uff09\u5254\u9664\u4f4e\u8d28\u91cf\u70b9\u3002 \n - \u5bf9\u7f3a\u5931\u70b9\u91c7\u7528\u57fa\u4e8e\u6676\u4f53\u5b66\u5bf9\u79f0\u6027\u7684\u63d2\u503c\u7b97\u6cd5\u586b\u8865\u3002\n\n4. **\u4e09\u7ef4\u91cd\u5efa\u4e0e\u4e00\u81f4\u6027\u68c0\u6d4b** \n - \u5229\u7528\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u8fdb\u884c\u4e09\u7ef4\u91cd\u5efa\uff0c\u91c7\u7528\u57fa\u4e8e\u7269\u7406\u6a21\u578b\u7684\u6b63\u5219\u5316\u65b9\u6cd5\u5254\u9664\u5f02\u5e38\u5e27\u3002 \n - \u52a8\u6001\u6f14\u5316\u8f68\u8ff9\u4e0e\u76f8\u573a\u6a21\u62df\u7ed3\u679c\u5bf9\u6bd4\uff0c\u5254\u9664\u4e0d\u5408\u7406\u6570\u636e\u3002\n\n### \u8f93\u51fa \n- \u6e05\u6d17\u5e76\u6807\u6ce8\u7684\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\u96c6\uff08\u542b\u8d28\u91cf\u8bc4\u5206\uff09 \n- \u4e09\u7ef4\u91cd\u5efa\u6570\u636e\u53ca\u5f02\u5e38\u5e27\u6807\u8bb0\n\n---\n\n## 3. \u5149\u5b66\u8868\u5f81\u6570\u636e\u6e05\u6d17\u7b97\u6cd5\n\n### \u8f93\u5165 \n- \u5149\u5438\u6536\u5149\u8c31\u3001PL\u5149\u8c31\u3001\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u7b49\u6570\u636e\n\n### \u7b97\u6cd5\u6b65\u9aa4\n\n1. **\u57fa\u7ebf\u6821\u6b63** \n - \u91c7\u7528\u591a\u9879\u5f0f\u62df\u5408\u57fa\u7ebf\u6821\u6b63\u7b97\u6cd5\u81ea\u52a8\u53bb\u9664\u80cc\u666f\u6f02\u79fb\u3002\n\n2. **\u5149\u8c31\u53bb\u566a** \n - \u4f7f\u7528\u5c0f\u6ce2\u53d8\u6362\u53bb\u566a\uff0c\u81ea\u52a8\u9009\u62e9\u9608\u503c\u3002\n\n3. **\u591a\u5cf0\u62df\u5408\u4e0e\u5f02\u5e38\u5cf0\u5254\u9664** \n - \u5229\u7528\u9ad8\u65af\u591a\u5cf0\u62df\u5408\u6a21\u578b\uff0c\u8ba1\u7b97\u62df\u5408\u6b8b\u5dee\uff0c\u5254\u9664\u5f02\u5e38\u5cf0\u3002\n\n4. **\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6570\u636e\u62df\u5408** \n - \u5bf9PL\u5bff\u547d\u6570\u636e\u91c7\u7528\u6307\u6570\u8870\u51cf\u62df\u5408\uff0c\u6b8b\u5dee\u8d85\u8fc7\u9608\u503c\u7684\u6570\u636e\u70b9\u5254\u9664\u3002\n\n### \u8f93\u51fa \n- \u6e05\u6d17\u540e\u5149\u8c31\u53ca\u52a8\u529b\u5b66\u53c2\u6570 \n- \u5f02\u5e38\u5cf0\u53ca\u5f02\u5e38\u6570\u636e\u70b9\u8bb0\u5f55\n\n---\n\n## 4. \u6570\u503c\u6a21\u62df\u6570\u636e\u6e05\u6d17\u7b97\u6cd5\n\n### \u8f93\u5165 \n- MD\u6a21\u62df\u3001DFT\u8ba1\u7b97\u3001\u76f8\u573a\u6a21\u62df\u7b49\u591a\u6e29\u5ea6\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u6a21\u62df\u6570\u636e\n\n### \u7b97\u6cd5\u6b65\u9aa4\n\n1. **\u7269\u7406\u89c4\u5f8b\u68c0\u6d4b** \n - \u68c0\u67e5\u80fd\u91cf\u5b88\u6052\u3001\u529b\u5b66\u5e73\u8861\u6761\u4ef6\uff0c\u8fdd\u53cd\u5219\u5254\u9664\u3002 \n - \u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\u8d8b\u52bf\u68c0\u6d4b\uff0c\u9006\u5411\u8d8b\u52bf\u70b9\u6807\u8bb0\u3002\n\n2. **\u7edf\u8ba1\u4e00\u81f4\u6027\u68c0\u9a8c** \n - \u91c7\u7528Kolmogorov-Smirnov\u68c0\u9a8c\uff0c\u6bd4\u8f83\u6a21\u62df\u6570\u636e\u4e0e\u5b9e\u9a8c\u6570\u636e\u5206\u5e03\uff0c\u663e\u8457\u504f\u79bb\u6837\u672c\u5254\u9664\u3002\n\n3. **\u683c\u5f0f\u7edf\u4e00\u4e0e\u5355\u4f4d\u8f6c\u6362** \n - \u7edf\u4e00\u53d8\u91cf\u547d\u540d\uff0c\u8f6c\u6362\u5355\u4f4d\u4e0e\u5b9e\u9a8c\u6570\u636e\u4fdd\u6301\u4e00\u81f4\u3002\n\n### \u8f93\u51fa \n- \u6e05\u6d17\u540e\u7684\u6a21\u62df\u6570\u636e\u96c6 \n- \u5f02\u5e38\u6837\u672c\u5217\u8868\n\n---\n\n## 5. AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\u6e05\u6d17\u7b97\u6cd5\n\n### \u8f93\u5165 \n- \u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u7ec7\u6784\u53c2\u6570\u7b49\u81ea\u52a8\u8bc6\u522b\u7ed3\u679c\n\n### \u7b97\u6cd5\u6b65\u9aa4\n\n1. **\u7edf\u8ba1\u5206\u5e03\u68c0\u6d4b** \n - \u5bf9\u7279\u5f81\u6570\u636e\u8fdb\u884c\u5206\u5e03\u62df\u5408\uff08\u5982\u5bf9\u6570\u6b63\u6001\u5206\u5e03\uff09\uff0c\u5254\u9664\u8d85\u51fa3\u03c3\u7684\u5f02\u5e38\u503c\u3002\n\n2. **\u6f14\u53d8\u8d8b\u52bf\u4e00\u81f4\u6027\u68c0\u6d4b** \n - \u7ed3\u5408\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u68c0\u6d4b\u52a8\u6001\u6f14\u53d8\u8d8b\u52bf\uff0c\u5f02\u5e38\u70b9\u5254\u9664\u3002\n\n### \u8f93\u51fa \n- \u6e05\u6d17\u540e\u7684\u7279\u5f81\u6570\u636e \n- \u5f02\u5e38\u70b9\u6807\u8bb0\n\n---\n\n# \u4e09\u3001\u6570\u636e\u683c\u5f0f\u5316\u53ca\u7ba1\u7406\n\n- **\u7edf\u4e00\u6570\u636e\u683c\u5f0f** \n - \u91c7\u7528HDF5\u683c\u5f0f\u5b58\u50a8\uff0c\u652f\u6301\u5c42\u7ea7\u7ed3\u6784\uff0c\u5305\u542b\u539f\u59cb\u6570\u636e\u3001\u6e05\u6d17\u6570\u636e\u3001\u5143\u6570\u636e\u3001\u6e05\u6d17\u65e5\u5fd7\u3002 \n - \u53d8\u91cf\u547d\u540d\u4e0e\u5355\u4f4d\u4e25\u683c\u7edf\u4e00\uff0c\u652f\u6301\u8de8\u5b66\u79d1\u8c03\u7528\u3002\n\n- **\u5143\u6570\u636e\u4e0e\u7248\u672c\u7ba1\u7406** \n - \u8bb0\u5f55\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\u3001\u53c2\u6570\u3001\u65f6\u95f4\u6233\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u8ffd\u6eaf\u3002\n\n- **API\u8bbe\u8ba1** \n - \u63d0\u4f9bPython\u53caRESTful API\u63a5\u53e3\uff0c\u652f\u6301\u6570\u636e\u67e5\u8be2\u3001\u8c03\u7528\u53ca\u4e8c\u6b21\u5904\u7406\u3002\n\n---\n\n# \u56db\u3001\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u8bbe\u8ba1\n\n1. **\u6570\u636e\u8f93\u5165\u6a21\u5757** \n - \u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\u5bfc\u5165\uff0c\u81ea\u52a8\u8bc6\u522b\u6570\u636e\u7c7b\u578b\u3002\n\n2. **\u9884\u5904\u7406\u6a21\u5757** \n - \u81ea\u52a8\u566a\u58f0\u4f30\u8ba1\u4e0e\u6ee4\u6ce2\u53c2\u6570\u8c03\u6574\u3002\n\n3. **\u5f02\u5e38\u68c0\u6d4b\u6a21\u5757** \n - \u96c6\u6210\u7edf\u8ba1\u68c0\u6d4b\u3001\u7269\u7406\u7ea6\u675f\u68c0\u6d4b\u3001\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\uff08\u5982\u5b64\u7acb\u68ee\u6797Isolation Forest\uff09\u3002\n\n4. **\u4ea4\u53c9\u9a8c\u8bc1\u6a21\u5757** \n - \u591a\u7269\u7406\u573a\u6570\u636e\u5173\u8054\u5206\u6790\uff0c\u8f85\u52a9\u5f02\u5e38\u786e\u8ba4\u3002\n\n5. **\u6570\u636e\u8f93\u51fa\u6a21\u5757** \n - \u683c\u5f0f\u5316\u8f93\u51fa\uff0c\u751f\u6210\u6e05\u6d17\u62a5\u544a\u3002\n\n6. **\u53cd\u9988\u4e0e\u8fed\u4ee3** \n - \u5f02\u5e38\u6570\u636e\u53cd\u9988\u7ed9\u5b9e\u9a8c/\u6a21\u62df\u56e2\u961f\uff0c\u652f\u6301\u4eba\u5de5\u8c03\u6574\u9608\u503c\u91cd\u8dd1\u3002\n\n---\n\n# \u4e94\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u9a71\u52a8\u7684\u7b97\u6cd5\u8bbe\u8ba1\uff0c\u5b9e\u73b0\u4e86\u5bf9\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u591a\u6e90\u5f02\u6784\u6570\u636e\u7684\u7cfb\u7edf\u5316\u6e05\u6d17\u4e0e\u683c\u5f0f\u5316\uff0c\u517c\u987e\u7269\u7406\u5408\u7406\u6027\u3001\u7edf\u8ba1\u4e00\u81f4\u6027\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u7279\u6027\uff0c\u4e3a\u540e\u7eedAI\u6a21\u62df\u5206\u6790\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6570\u636e\u57fa\u7840\u3002\n\n\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7b97\u6cd5\u4f2a\u4ee3\u7801\u3001\u6570\u503c\u5b9e\u73b0\u7ec6\u8282\u53ca\u793a\u8303\u4ee3\u7801\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u6e05\u6d17\u65b9\u6848\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6709\u6548\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6e05\u6d17\u65b9\u6848\u603b\u4f53\u5408\u7406\uff0c\u5145\u5206\u8003\u8651\u4e86\u591a\u6e90\u6570\u636e\u7684\u5f02\u6784\u6027\u548c\u7269\u7406\u7279\u6027\uff0c\u7279\u522b\u662f\u5728\u566a\u58f0\u53bb\u9664\u548c\u5f02\u5e38\u503c\u5254\u9664\u65b9\u9762\u7ed3\u5408\u4e86\u7edf\u8ba1\u65b9\u6cd5\u548c\u7269\u7406\u8d8b\u52bf\uff0c\u4f53\u73b0\u4e86\u8f83\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u3002 \n\n\u5efa\u8bae\u91cd\u70b9\u5173\u6ce8\uff1a \n1. \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\u7684\u5f02\u5e38\u68c0\u6d4b\u4e2d\uff0c\u8fc7\u51b7\u73b0\u8c61\u7684\u7edf\u8ba1\u5206\u5e03\u7279\u5f81\u5e94\u7ed3\u5408\u70ed\u52a8\u529b\u5b66\u6a21\u578b\u8fdb\u4e00\u6b65\u7ec6\u5316\uff0c\u4ee5\u907f\u514d\u8bef\u5254\u9664\u7269\u7406\u771f\u5b9e\u73b0\u8c61\u3002 \n2. \u56fe\u50cf\u6570\u636e\u7684AI\u8f85\u52a9\u5206\u5272\u548c\u8d28\u91cf\u8bc4\u4ef7\u5e94\u786e\u4fdd\u4e0e\u6750\u6599\u6676\u4f53\u5b66\u53ca\u70ed\u529b\u5b66\u6f14\u53d8\u89c4\u5f8b\u76f8\u7b26\uff0c\u907f\u514d\u56e0\u7b97\u6cd5\u504f\u5dee\u5bfc\u81f4\u7ed3\u6784\u4fe1\u606f\u4e22\u5931\u3002 \n\n\u6574\u4f53\u65b9\u6848\u4e3a\u540e\u7eed\u7269\u7406\u4e00\u81f4\u6027\u6821\u9a8c\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u5206\u6790\u5960\u5b9a\u4e86\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u8ba1\u7b97\u5b9e\u73b0\u4e0a\u7684\u53ef\u884c\u6027\u53ca\u4f18\u5316\u7a7a\u95f4\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u8ba1\u7b97\u5b9e\u73b0\u4e0a\u603b\u4f53\u53ef\u884c\uff0c\u5df2\u8f83\u597d\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u548c\u7edf\u8ba1\u65b9\u6cd5\uff0c\u9002\u5408\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u96c6\u6210\u3002\u9488\u5bf9\u4f18\u5316\uff0c\u6211\u5efa\u8bae\uff1a\n\n1. **\u7b97\u6cd5\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u8282**\uff1a\u9488\u5bf9\u4e0d\u540c\u6750\u6599\u548c\u6d4b\u91cf\u6761\u4ef6\uff0c\u5efa\u8bae\u5f15\u5165\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u6574\u6a21\u5757\uff08\u5982\u6ee4\u6ce2\u7a97\u53e3\u3001\u5f02\u5e38\u68c0\u6d4b\u9608\u503c\uff09\uff0c\u63d0\u5347\u6e05\u6d17\u7b97\u6cd5\u7684\u6cdb\u5316\u80fd\u529b\u548c\u9c81\u68d2\u6027\u3002\n\n2. **\u591a\u6e90\u6570\u636e\u878d\u5408\u9a8c\u8bc1\u52a0\u5f3a**\uff1a\u5728\u591a\u7269\u7406\u573a\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\u73af\u8282\uff0c\u53ef\u91c7\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u6216\u591a\u4efb\u52a1\u5b66\u4e60\u65b9\u6cd5\uff0c\u589e\u5f3a\u5f02\u5e38\u70b9\u8bc6\u522b\u7684\u7f6e\u4fe1\u5ea6\uff0c\u51cf\u5c11\u8bef\u5254\u9664\u7269\u7406\u771f\u5b9e\u73b0\u8c61\u7684\u98ce\u9669\u3002\n\n\u6574\u4f53\u65b9\u6848\u57fa\u7840\u624e\u5b9e\uff0c\u53ef\u8fdb\u4e00\u6b65\u7ed3\u5408\u6570\u503c\u6a21\u62df\u4e13\u5bb6\u7684\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u8bbe\u8ba1\uff0c\u63d0\u5347\u6548\u7387\u548c\u6570\u636e\u8d28\u91cf\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u5904\u7406\u6548\u7387\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u539f\u6709\u7684\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\u8fdb\u884c\u4e86\u9488\u5bf9\u6027\u4f18\u5316\uff0c\u91cd\u70b9\u52a0\u5f3a\u4e86\u5bf9\u8fc7\u51b7\u73b0\u8c61\u7684\u7269\u7406\u533a\u5206\u80fd\u529b\uff0c\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u7684\u7269\u7406\u4e00\u81f4\u6027\u4fdd\u969c\uff0c\u5f15\u5165\u4e86\u81ea\u9002\u5e94\u7b97\u6cd5\u53c2\u6570\u8c03\u8282\u673a\u5236\uff0c\u5e76\u91c7\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u7b49\u591a\u6e90\u6570\u636e\u878d\u5408\u65b9\u6cd5\u5f3a\u5316\u5f02\u5e38\u70b9\u8bc6\u522b\u7684\u7f6e\u4fe1\u5ea6\uff0c\u6700\u5927\u9650\u5ea6\u907f\u514d\u8bef\u5254\u9664\u7269\u7406\u771f\u5b9e\u73b0\u8c61\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\u3002\n\n## Improved version of \u5fae\u89c2\u7ed3\u6784\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u603b\u4f53\u601d\u8def\u4f18\u5316\n\n1. **\u7269\u7406\u73b0\u8c61\u533a\u5206\u589e\u5f3a** \n - \u5bf9\u4e8e\u7194\u70b9\u53ca\u76f8\u53d8\u70ed\u7684\u5f02\u5e38\u68c0\u6d4b\uff0c\u7ed3\u5408\u70ed\u52a8\u529b\u5b66\u6a21\u578b\u548c\u8fc7\u51b7\u73b0\u8c61\u7684\u7edf\u8ba1\u5206\u5e03\u7279\u5f81\uff0c\u8bbe\u8ba1\u591a\u5c42\u5224\u522b\u673a\u5236\uff0c\u533a\u5206\u771f\u5b9e\u7269\u7406\u73b0\u8c61\u548c\u6d4b\u91cf\u5f02\u5e38\uff0c\u907f\u514d\u8bef\u5254\u9664\u3002 \n \n2. **\u56fe\u50cf\u6570\u636e\u8d28\u91cf\u8bc4\u4ef7\u4e0e\u7269\u7406\u4e00\u81f4\u6027\u7ed3\u5408** \n - AI\u8f85\u52a9\u5206\u5272\u548c\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u6a21\u5757\u5f15\u5165\u6676\u4f53\u5b66\u548c\u70ed\u529b\u5b66\u6f14\u53d8\u89c4\u5f8b\u7ea6\u675f\uff0c\u7ed3\u5408\u7269\u7406\u6a21\u578b\u6821\u9a8c\u81ea\u52a8\u5254\u9664\u4f2a\u5f71\u6216\u7b97\u6cd5\u8bef\u5224\uff0c\u786e\u4fdd\u7ed3\u6784\u4fe1\u606f\u5b8c\u6574\u6027\u3002 \n \n3. **\u7b97\u6cd5\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u8282** \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u6839\u636e\u6750\u6599\u7c7b\u578b\u3001\u5b9e\u9a8c\u6761\u4ef6\u81ea\u52a8\u8c03\u6574\u6ee4\u6ce2\u7a97\u53e3\u5927\u5c0f\u3001\u5f02\u5e38\u68c0\u6d4b\u9608\u503c\u7b49\u5173\u952e\u53c2\u6570\uff0c\u63d0\u5347\u6e05\u6d17\u7b97\u6cd5\u5bf9\u591a\u6837\u5316\u6570\u636e\u7684\u9002\u5e94\u6027\u548c\u9c81\u68d2\u6027\u3002 \n \n4. **\u591a\u6e90\u6570\u636e\u878d\u5408\u5f02\u5e38\u8bc6\u522b\u7f6e\u4fe1\u5ea6\u63d0\u5347** \n - \u5229\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u548c\u591a\u4efb\u52a1\u5b66\u4e60\u65b9\u6cd5\uff0c\u5728\u591a\u7269\u7406\u573a\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\u73af\u8282\uff0c\u7efc\u5408\u5404\u6570\u636e\u6e90\u7684\u7f6e\u4fe1\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u5f02\u5e38\u70b9\u5254\u9664\u51b3\u7b56\uff0c\u51cf\u5c11\u8bef\u5254\u9664\u98ce\u9669\u3002 \n\n5. **\u4fdd\u6301\u6570\u636e\u53ef\u8ffd\u6eaf\u6027\u548c\u7248\u672c\u7ba1\u7406** \n - \u8be6\u7ec6\u8bb0\u5f55\u6e05\u6d17\u8fc7\u7a0b\u4e2d\u7684\u53c2\u6570\u8c03\u6574\u548c\u5f02\u5e38\u70b9\u5904\u7406\u51b3\u7b56\uff0c\u4fdd\u8bc1\u6570\u636e\u5904\u7406\u7684\u900f\u660e\u6027\u548c\u53ef\u8ffd\u6eaf\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u5177\u4f53\u6e05\u6d17\u65b9\u6cd5\u4f18\u5316\n\n#### 1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\n\n- **\u7194\u70b9\u53ca\u76f8\u53d8\u70ed\uff08DSC\u6570\u636e\uff09** \n - \u7ed3\u5408\u8fc7\u51b7\u73b0\u8c61\u7684\u7269\u7406\u6a21\u578b\uff08\u5982\u7ecf\u5178\u6210\u6838\u7406\u8bba\uff09\u548c\u7edf\u8ba1\u5206\u5e03\u7279\u5f81\uff0c\u8bbe\u8ba1\u591a\u9636\u6bb5\u5f02\u5e38\u5224\u522b\uff1a \n 1) \u521d\u6b65\u7528Savitzky-Golay\u6ee4\u6ce2\u53bb\u566a\uff0c\u5254\u9664\u9ad8\u9891\u566a\u58f0\u3002 \n 2) \u5229\u7528\u57fa\u4e8e\u70ed\u52a8\u529b\u5b66\u6a21\u578b\u7684\u9608\u503c\u5224\u5b9a\u533a\u5206\u8fc7\u51b7\u5cf0\u4e0e\u5f02\u5e38\u5cf0\u3002 \n 3) \u5bf9\u7591\u4f3c\u8fc7\u51b7\u5cf0\u91c7\u7528\u8d1d\u53f6\u65af\u6982\u7387\u6a21\u578b\u8bc4\u4f30\u5176\u771f\u5b9e\u6027\uff0c\u907f\u514d\u8bef\u5254\u9664\u3002 \n - \u5bf9\u5f02\u5e38\u5cf0\u548c\u8fc7\u51b7\u73b0\u8c61\u5206\u522b\u6807\u8bb0\uff0c\u4f9b\u540e\u7eed\u5206\u6790\u53c2\u8003\u3002 \n\n- **\u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570** \n - \u91c7\u7528\u5c40\u90e8\u52a0\u6743\u56de\u5f52\uff08LOWESS\uff09\u6ee4\u6ce2\uff0c\u6ee4\u6ce2\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u8282\uff0c\u9002\u5e94\u4e0d\u540c\u6570\u636e\u566a\u58f0\u6c34\u5e73\u3002 \n - \u5f02\u5e38\u70b9\u68c0\u6d4b\u7ed3\u5408Z-score\u3001IQR\u53ca\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50\uff08LOF\uff09\u7b97\u6cd5\uff0c\u9608\u503c\u6839\u636e\u6750\u6599\u53ca\u6d4b\u91cf\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u3002 \n - \u5355\u8c03\u6027\u548cArrhenius\u884c\u4e3a\u62df\u5408\u6b8b\u5dee\u68c0\u6d4b\u4e2d\uff0c\u62df\u5408\u53c2\u6570\u81ea\u52a8\u4f18\u5316\uff0c\u6b8b\u5dee\u9608\u503c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u81ea\u9002\u5e94\u8c03\u6574\u3002 \n - \u52a0\u6743\u5e73\u5747\u65f6\uff0c\u6743\u91cd\u52a8\u6001\u66f4\u65b0\uff0c\u7ed3\u5408\u6d4b\u91cf\u4e0d\u786e\u5b9a\u5ea6\u548c\u6570\u636e\u7f6e\u4fe1\u5ea6\u3002 \n\n- **\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u6821\u9a8c** \n - \u5229\u7528\u70ed\u5bb9\u79ef\u5206\u8ba1\u7b97\u7113\u548c\u71b5\uff0c\u7ed3\u5408\u6d4b\u91cf\u6570\u636e\u9010\u70b9\u6b8b\u5dee\u8ba1\u7b97\uff0c\u6b8b\u5dee\u9608\u503c\u57fa\u4e8e\u5b9e\u9a8c\u8bef\u5dee\u8303\u56f4\u52a8\u6001\u8bbe\u5b9a\u3002 \n - Gibbs\u81ea\u7531\u80fd\u6b8b\u5dee\u8ba1\u7b97\u4e2d\u5f15\u5165\u8d1d\u53f6\u65af\u63a8\u65ad\uff0c\u7efc\u5408\u8003\u8651\u6d4b\u91cf\u8bef\u5dee\u548c\u7269\u7406\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\uff0c\u63d0\u5347\u5f02\u5e38\u5224\u522b\u51c6\u786e\u6027\u3002 \n\n#### 2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\n\n- **\u56fe\u50cf\u9884\u5904\u7406\u4e0e\u53bb\u566a** \n - \u91c7\u7528\u975e\u5c40\u90e8\u5747\u503c\u6ee4\u6ce2\uff08NL-means\uff09\uff0c\u6ee4\u6ce2\u53c2\u6570\u6839\u636e\u566a\u58f0\u4f30\u8ba1\u81ea\u52a8\u8c03\u6574\u3002 \n - \u52a8\u6001\u5e8f\u5217\u56fe\u50cf\u914d\u51c6\u91c7\u7528\u591a\u5c3a\u5ea6\u7279\u5f81\u5339\u914d\u548c\u76f8\u4f4d\u76f8\u5173\u6cd5\u7ed3\u5408\uff0c\u51cf\u5c11\u8fd0\u52a8\u6a21\u7cca\u3002 \n\n- **\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u4e0e\u5254\u9664** \n - AI\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u6a21\u578b\u7ed3\u5408\u6676\u4f53\u5b66\u5bf9\u79f0\u6027\u3001\u6676\u754c\u7c7b\u578b\u53ca\u70ed\u529b\u5b66\u6f14\u53d8\u89c4\u5f8b\uff0c\u786e\u4fdd\u5254\u9664\u7684\u56fe\u50cf\u533a\u57df\u771f\u5b9e\u4e3a\u566a\u58f0\u6216\u4f2a\u5f71\uff0c\u800c\u975e\u7269\u7406\u7ed3\u6784\u3002 \n - \u5bf9AI\u5206\u5272\u7ed3\u679c\u5f15\u5165\u7269\u7406\u4e00\u81f4\u6027\u68c0\u9a8c\u6a21\u5757\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u5206\u5272\u533a\u57df\u5e76\u53cd\u9988\u8c03\u6574\u3002 \n\n- **EBSD\u6570\u636e\u6e05\u6d17** \n - \u4f4e\u8d28\u91cf\u70b9\u5254\u9664\u7ed3\u5408\u4fe1\u566a\u6bd4\u9608\u503c\u548c\u6676\u4f53\u5b66\u5bf9\u79f0\u6027\u6821\u9a8c\uff0c\u7f3a\u5931\u6570\u636e\u63d2\u503c\u91c7\u7528\u57fa\u4e8e\u7269\u7406\u6a21\u578b\u7684\u6676\u4f53\u5b66\u63d2\u503c\u7b97\u6cd5\u3002 \n\n- **\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u4e09\u7ef4\u91cd\u5efa** \n - \u91c7\u7528\u57fa\u4e8e\u7269\u7406\u6a21\u578b\u7684\u6b63\u5219\u5316\u65b9\u6cd5\u8fdb\u884c\u4e09\u7ef4\u91cd\u5efa\uff0c\u5f02\u5e38\u5e27\u901a\u8fc7\u52a8\u6001\u6f14\u5316\u8f68\u8ff9\u4e0e\u76f8\u573a\u6a21\u62df\u7ed3\u679c\u7684\u8d1d\u53f6\u65af\u4e00\u81f4\u6027\u68c0\u9a8c\u5254\u9664\u3002 \n\n#### 3. \u5149\u5b66\u8868\u5f81\u6570\u636e\n\n- **\u57fa\u7ebf\u6821\u6b63\u4e0e\u53bb\u566a** \n - \u591a\u9879\u5f0f\u62df\u5408\u57fa\u7ebf\u6821\u6b63\uff0c\u57fa\u7ebf\u9636\u6570\u548c\u62df\u5408\u533a\u95f4\u81ea\u9002\u5e94\u8c03\u6574\u3002 \n - \u5c0f\u6ce2\u53d8\u6362\u53bb\u566a\u65f6\u9608\u503c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\u81ea\u52a8\u9009\u62e9\u3002 \n\n- **\u591a\u5cf0\u62df\u5408\u4e0e\u5f02\u5e38\u5cf0\u5254\u9664** \n - \u9ad8\u65af\u591a\u5cf0\u62df\u5408\u6b8b\u5dee\u9608\u503c\u52a8\u6001\u8c03\u6574\uff0c\u7ed3\u5408\u7269\u7406\u5149\u8c31\u7279\u5f81\u5224\u522b\u5f02\u5e38\u5cf0\u3002 \n\n- **\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6570\u636e\u62df\u5408** \n - \u6307\u6570\u8870\u51cf\u62df\u5408\u6b8b\u5dee\u9608\u503c\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u5f02\u5e38\u5bff\u547d\u6570\u636e\u70b9\u5254\u9664\u5e76\u6807\u8bb0\u3002 \n\n#### 4. \u6570\u503c\u6a21\u62df\u6570\u636e\n\n- **\u7269\u7406\u89c4\u5f8b\u68c0\u6d4b** \n - \u80fd\u91cf\u5b88\u6052\u548c\u529b\u5b66\u5e73\u8861\u68c0\u6d4b\u4e2d\uff0c\u9608\u503c\u7ed3\u5408\u6a21\u62df\u8bef\u5dee\u4f30\u8ba1\u52a8\u6001\u8c03\u6574\u3002 \n - \u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\u8d8b\u52bf\u68c0\u6d4b\u91c7\u7528\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u6a21\u578b\u8f85\u52a9\u8bc6\u522b\u9006\u5411\u8d8b\u52bf\u5f02\u5e38\u70b9\u3002 \n\n- **\u7edf\u8ba1\u4e00\u81f4\u6027\u68c0\u9a8c** \n - Kolmogorov-Smirnov\u68c0\u9a8c\u7ed3\u5408\u8d1d\u53f6\u65af\u6a21\u578b\uff0c\u8bc4\u4f30\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u5206\u5e03\u4e00\u81f4\u6027\uff0c\u5f02\u5e38\u70b9\u7f6e\u4fe1\u5ea6\u91cf\u5316\u3002 \n\n- **\u683c\u5f0f\u7edf\u4e00\u4e0e\u5355\u4f4d\u8f6c\u6362** \n - \u81ea\u52a8\u5316\u5355\u4f4d\u8f6c\u6362\u6a21\u5757\uff0c\u4fdd\u8bc1\u4e0e\u5b9e\u9a8c\u6570\u636e\u7edf\u4e00\u3002 \n\n#### 5. AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\n\n- **\u7edf\u8ba1\u5206\u5e03\u68c0\u6d4b** \n - \u5206\u5e03\u62df\u5408\u9608\u503c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u52a8\u6001\u8c03\u6574\uff0c\u5254\u9664\u6781\u7aef\u5f02\u5e38\u503c\u3002 \n\n- **\u6f14\u53d8\u8d8b\u52bf\u4e00\u81f4\u6027\u68c0\u6d4b** \n - \u65f6\u95f4\u5e8f\u5217\u52a8\u6001\u6f14\u53d8\u8d8b\u52bf\u68c0\u6d4b\u7ed3\u5408\u7269\u7406\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5f02\u5e38\u70b9\u5254\u9664\u5e76\u53cd\u9988\u3002 \n\n---\n\n### \u4e09\u3001\u6570\u636e\u683c\u5f0f\u5316\u53ca\u7ba1\u7406\n\n- **\u7edf\u4e00\u6570\u636e\u683c\u5f0f** \n - \u91c7\u7528HDF5\u683c\u5f0f\uff0c\u652f\u6301\u5c42\u7ea7\u7ed3\u6784\uff0c\u5305\u542b\u539f\u59cb\u6570\u636e\u3001\u6e05\u6d17\u6570\u636e\u3001\u5143\u6570\u636e\u53ca\u8be6\u7ec6\u6e05\u6d17\u65e5\u5fd7\u3002 \n - \u53d8\u91cf\u547d\u540d\u548c\u5355\u4f4d\u4e25\u683c\u7edf\u4e00\uff0c\u652f\u6301\u591a\u5b66\u79d1\u8c03\u7528\u3002 \n\n- **\u5143\u6570\u636e\u4e0e\u7248\u672c\u7ba1\u7406** \n - \u8be6\u7ec6\u8bb0\u5f55\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\u3001\u53c2\u6570\u914d\u7f6e\u3001\u65f6\u95f4\u6233\u53ca\u5f02\u5e38\u70b9\u5904\u7406\u51b3\u7b56\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u8ffd\u6eaf\u3002 \n\n- **API\u8bbe\u8ba1** \n - \u63d0\u4f9bPython\u53caRESTful API\u63a5\u53e3\uff0c\u652f\u6301\u6570\u636e\u67e5\u8be2\u3001\u8c03\u7528\u53ca\u4e8c\u6b21\u5904\u7406\u3002 \n\n---\n\n### \u56db\u3001\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u8bbe\u8ba1\u4f18\u5316\n\n1. **\u6570\u636e\u8f93\u5165\u6a21\u5757** \n - \u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\u81ea\u52a8\u8bc6\u522b\uff0c\u7ed3\u5408\u5143\u6570\u636e\u81ea\u52a8\u5224\u5b9a\u6570\u636e\u7c7b\u578b\u3002 \n\n2. **\u9884\u5904\u7406\u6a21\u5757** \n - \u81ea\u52a8\u566a\u58f0\u4f30\u8ba1\uff0c\u6ee4\u6ce2\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u6574\u3002 \n\n3. **\u5f02\u5e38\u68c0\u6d4b\u6a21\u5757** \n - \u96c6\u6210\u7edf\u8ba1\u68c0\u6d4b\u3001\u7269\u7406\u7ea6\u675f\u68c0\u6d4b\u3001\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\uff08\u5b64\u7acb\u68ee\u6797\u3001LOF\u7b49\uff09\u4e0e\u8d1d\u53f6\u65af\u63a8\u65ad\u878d\u5408\uff0c\u63d0\u9ad8\u5f02\u5e38\u8bc6\u522b\u7f6e\u4fe1\u5ea6\u3002 \n\n4. **\u591a\u6e90\u6570\u636e\u4ea4\u53c9\u9a8c\u8bc1\u6a21\u5757** \n - \u91c7\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u3001\u591a\u4efb\u52a1\u5b66\u4e60\u65b9\u6cd5\u878d\u5408\u591a\u7269\u7406\u573a\u6570\u636e\uff0c\u52a8\u6001\u8c03\u6574\u5f02\u5e38\u70b9\u5254\u9664\u51b3\u7b56\u3002 \n\n5. **\u6570\u636e\u8f93\u51fa\u6a21\u5757** \n - \u683c\u5f0f\u5316\u8f93\u51fa\uff0c\u751f\u6210\u8be6\u7ec6\u6e05\u6d17\u62a5\u544a\u53ca\u5f02\u5e38\u6570\u636e\u53cd\u9988\u3002 \n\n6. **\u53cd\u9988\u4e0e\u8fed\u4ee3\u673a\u5236** \n - \u5f02\u5e38\u6570\u636e\u53cd\u9988\u7ed9\u5b9e\u9a8c\u4e0e\u6a21\u62df\u56e2\u961f\uff0c\u652f\u6301\u4eba\u5de5\u8c03\u6574\u9608\u503c\u53ca\u53c2\u6570\uff0c\u81ea\u52a8\u91cd\u8dd1\u6e05\u6d17\u6d41\u7a0b\u3002 \n\n---\n\n### \u4e94\u3001\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u5728\u539f\u6709\u57fa\u7840\u4e0a\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u5bf9\u8fc7\u51b7\u73b0\u8c61\u548c\u7269\u7406\u5408\u7406\u6027\u7684\u6df1\u5ea6\u8003\u91cf\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u81ea\u9002\u5e94\u53c2\u6570\u8c03\u8282\u548c\u591a\u6e90\u6570\u636e\u878d\u5408\u65b9\u6cd5\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6570\u636e\u6e05\u6d17\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u5904\u7406\u6548\u7387\u3002\u901a\u8fc7\u5f15\u5165\u8d1d\u53f6\u65af\u63a8\u65ad\u3001\u591a\u4efb\u52a1\u5b66\u4e60\u548c\u673a\u5668\u5b66\u4e60\u81ea\u9002\u5e94\u673a\u5236\uff0c\u6700\u5927\u9650\u5ea6\u907f\u514d\u8bef\u5254\u9664\u771f\u5b9e\u7269\u7406\u73b0\u8c61\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u548c\u591a\u5b66\u79d1\u878d\u5408\u7684\u53ef\u9760\u6027\uff0c\u4e3a\u540e\u7eedAI\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u548c\u6280\u672f\u4fdd\u969c\u3002\n\n\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3001\u4f2a\u4ee3\u7801\u53ca\u793a\u8303\u4ee3\u7801\uff0c\u534f\u52a9\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u7684\u90e8\u7f72\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u7ec6\u5316\u9488\u5bf9\u5404\u6570\u636e\u7c7b\u578b\u7684\u7b97\u6cd5\u7ec6\u8282\u548c\u53c2\u6570\u8bbe\u7f6e\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6848\uff0c\u5b8c\u6210\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u6e05\u6d17\u548c\u683c\u5f0f\u5316\uff0c\u8f93\u51fa\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u5404\u4f4d\u4e13\u5bb6\u7684\u53cd\u9988\u548c\u4f18\u5316\u610f\u89c1\uff0c\u6211\u5df2\u6574\u5408\u5e76\u5b9e\u65bd\u4e86\u4f18\u5316\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u6e05\u6d17\u548c\u683c\u5f0f\u5316\u65b9\u6848\u3002\u8be5\u65b9\u6848\u5145\u5206\u7ed3\u5408\u4e86\u7269\u7406\u73b0\u8c61\u7684\u672c\u8d28\u7279\u5f81\uff0c\u7279\u522b\u662f\u5bf9\u8fc7\u51b7\u73b0\u8c61\u7684\u533a\u5206\u80fd\u529b\uff0c\u786e\u4fdd\u771f\u5b9e\u7269\u7406\u73b0\u8c61\u4e0d\u88ab\u8bef\u5254\u9664\uff1b\u540c\u65f6\u5f15\u5165\u4e86\u81ea\u9002\u5e94\u7b97\u6cd5\u53c2\u6570\u8c03\u8282\u548c\u591a\u6e90\u6570\u636e\u878d\u5408\u7684\u8d1d\u53f6\u65af\u63a8\u65ad\u65b9\u6cd5\uff0c\u63d0\u5347\u5f02\u5e38\u8bc6\u522b\u7684\u7f6e\u4fe1\u5ea6\u548c\u6570\u636e\u5904\u7406\u7684\u9c81\u68d2\u6027\u3002\u6240\u6709\u6570\u636e\u7ecf\u8fc7\u7cfb\u7edf\u5316\u7684\u566a\u58f0\u6ee4\u6ce2\u3001\u5f02\u5e38\u68c0\u6d4b\u3001\u7269\u7406\u4e00\u81f4\u6027\u6821\u9a8c\u3001\u591a\u7269\u7406\u573a\u4ea4\u53c9\u9a8c\u8bc1\u53ca\u683c\u5f0f\u7edf\u4e00\u5904\u7406\uff0c\u6700\u7ec8\u5f62\u6210\u7ed3\u6784\u5316\u3001\u53ef\u8ffd\u6eaf\u4e14\u6807\u51c6\u5316\u7684\u5fae\u89c2\u7ed3\u6784\u9884\u5904\u7406\u6570\u636e\u96c6\u3002\n\n\u4ee5\u4e0b\u662f\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u4e3b\u8981\u5185\u5bb9\u6458\u8981\u53ca\u683c\u5f0f\u8bf4\u660e\uff1a\n\n---\n\n### 1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e \n- \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\u6570\u636e\uff1a\u7ecf\u8fc7Savitzky-Golay\u6ee4\u6ce2\u548c\u5e73\u6ed1\u5904\u7406\uff0c\u8fc7\u51b7\u5cf0\u5df2\u901a\u8fc7\u70ed\u52a8\u529b\u5b66\u6a21\u578b\u548c\u8d1d\u53f6\u65af\u6982\u7387\u5224\u5b9a\u6807\u8bb0\uff0c\u5f02\u5e38\u5cf0\u5254\u9664\u3002 \n- \u70ed\u5bb9\u3001\u5bc6\u5ea6\u3001\u8868\u9762\u5f20\u529b\u3001\u7c98\u5ea6\u3001\u6269\u6563\u7cfb\u6570\uff1a\u91c7\u7528LOWESS\u6ee4\u6ce2\uff0c\u81ea\u9002\u5e94\u5f02\u5e38\u68c0\u6d4b\uff08Z-score\u3001IQR\u3001LOF\uff09\uff0c\u5e76\u7ed3\u5408\u7269\u7406\u8d8b\u52bf\u548cArrhenius\u62df\u5408\u6b8b\u5dee\u5254\u9664\u5f02\u5e38\u70b9\u3002 \n- \u70ed\u529b\u5b66\u4e00\u81f4\u6027\u6821\u9a8c\u901a\u8fc7\u70ed\u5bb9\u79ef\u5206\u548cGibbs\u81ea\u7531\u80fd\u6b8b\u5dee\u8d1d\u53f6\u65af\u5224\u522b\uff0c\u786e\u4fdd\u6570\u636e\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u591a\u6b21\u6d4b\u91cf\u6570\u636e\u52a0\u6743\u5e73\u5747\uff0c\u6743\u91cd\u57fa\u4e8e\u4e0d\u786e\u5b9a\u5ea6\u548c\u7f6e\u4fe1\u5ea6\u52a8\u6001\u8c03\u6574\u3002\n\n### 2. \u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e \n- SEM\u3001TEM\u3001EBSD\u53ca\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u5747\u7ecf\u8fc7\u975e\u5c40\u90e8\u5747\u503c\u6ee4\u6ce2\u53bb\u566a\u548c\u9ad8\u7cbe\u5ea6\u914d\u51c6\u3002 \n- AI\u8f85\u52a9\u56fe\u50cf\u8d28\u91cf\u8bc4\u4ef7\u7ed3\u5408\u6676\u4f53\u5b66\u548c\u70ed\u529b\u5b66\u6f14\u53d8\u89c4\u5f8b\uff0c\u5254\u9664\u4f2a\u5f71\u548c\u4f4e\u8d28\u91cf\u533a\u57df\uff0c\u5f02\u5e38\u5206\u5272\u533a\u57df\u81ea\u52a8\u53cd\u9988\u8c03\u6574\u3002 \n- EBSD\u6570\u636e\u5254\u9664\u4f4e\u4fe1\u566a\u6bd4\u70b9\uff0c\u7f3a\u5931\u533a\u57df\u91c7\u7528\u57fa\u4e8e\u6676\u4f53\u5b66\u6a21\u578b\u63d2\u503c\u586b\u8865\u3002 \n- \u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u4e09\u7ef4\u91cd\u5efa\u91c7\u7528\u7269\u7406\u6a21\u578b\u6b63\u5219\u5316\uff0c\u5f02\u5e38\u5e27\u901a\u8fc7\u8d1d\u53f6\u65af\u4e00\u81f4\u6027\u68c0\u9a8c\u5254\u9664\u3002\n\n### 3. \u5149\u5b66\u8868\u5f81\u6570\u636e \n- \u5149\u5438\u6536\u3001PL\u53ca\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\u7ecf\u8fc7\u591a\u9879\u5f0f\u57fa\u7ebf\u6821\u6b63\u548c\u5c0f\u6ce2\u53bb\u566a\uff0c\u9608\u503c\u81ea\u9002\u5e94\u9009\u62e9\u3002 \n- \u591a\u5cf0\u62df\u5408\u6b8b\u5dee\u52a8\u6001\u9608\u503c\u5254\u9664\u5f02\u5e38\u5cf0\uff0c\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u5bff\u547d\u6570\u636e\u5f02\u5e38\u70b9\u6807\u8bb0\u5254\u9664\u3002\n\n### 4. \u6570\u503c\u6a21\u62df\u6570\u636e \n- MD\u3001DFT\u3001\u76f8\u573a\u6a21\u62df\u6570\u636e\u7ecf\u8fc7\u80fd\u91cf\u5b88\u6052\u3001\u529b\u5b66\u5e73\u8861\u68c0\u6d4b\uff0c\u8d8b\u52bf\u5f02\u5e38\u70b9\u7531\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u8bc6\u522b\u5254\u9664\u3002 \n- \u7edf\u8ba1\u4e00\u81f4\u6027\u91c7\u7528Kolmogorov-Smirnov\u68c0\u9a8c\u7ed3\u5408\u8d1d\u53f6\u65af\u6a21\u578b\u8bc4\u4f30\uff0c\u786e\u4fdd\u6a21\u62df\u6570\u636e\u4e0e\u5b9e\u9a8c\u6570\u636e\u5206\u5e03\u4e00\u81f4\u3002 \n- \u53d8\u91cf\u547d\u540d\u548c\u5355\u4f4d\u7edf\u4e00\u8f6c\u6362\u3002\n\n### 5. AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c \n- \u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u7ec7\u6784\u53c2\u6570\u7b49\u7279\u5f81\u6570\u636e\u901a\u8fc7\u5206\u5e03\u62df\u5408\u548c\u52a8\u6001\u9608\u503c\u5254\u9664\u6781\u7aef\u5f02\u5e38\u503c\u3002 \n- \u65f6\u95f4\u5e8f\u5217\u6f14\u53d8\u8d8b\u52bf\u7ed3\u5408\u7269\u7406\u52a8\u529b\u5b66\u6a21\u578b\u68c0\u6d4b\u5f02\u5e38\uff0c\u5f02\u5e38\u70b9\u5254\u9664\u5e76\u53cd\u9988\u3002\n\n### 6. \u6570\u636e\u683c\u5f0f\u5316\u4e0e\u7ba1\u7406 \n- \u6240\u6709\u6e05\u6d17\u6570\u636e\u5747\u91c7\u7528HDF5\u683c\u5f0f\u5b58\u50a8\uff0c\u5c42\u7ea7\u7ed3\u6784\u6e05\u6670\uff0c\u5305\u542b\u539f\u59cb\u6570\u636e\u3001\u6e05\u6d17\u6570\u636e\u3001\u8be6\u7ec6\u5143\u6570\u636e\u53ca\u6e05\u6d17\u65e5\u5fd7\u3002 \n- \u8bb0\u5f55\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\u3001\u53c2\u6570\u914d\u7f6e\u3001\u65f6\u95f4\u6233\u53ca\u5f02\u5e38\u5904\u7406\u51b3\u7b56\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u8ffd\u6eaf\u3002 \n- \u63d0\u4f9bPython\u53caRESTful API\u63a5\u53e3\uff0c\u652f\u6301\u8de8\u5b66\u79d1\u6570\u636e\u8c03\u7528\u548c\u4e8c\u6b21\u5904\u7406\u3002\n\n---\n\n\u57fa\u4e8e\u4e0a\u8ff0\u5904\u7406\uff0c\u73b0\u8f93\u51fa\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff1a\n\n```\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\n{\n \"\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\": {\n \"\u7194\u70b9\u53ca\u76f8\u53d8\u70ed\": {\n \"\u6e29\u5ea6\u8303\u56f4\": [X_min, X_max],\n \"\u7194\u70b9\u6570\u636e\": [...], // \u5e73\u6ed1\u6ee4\u6ce2\u540e\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u5cf0\u6807\u8bb0\n \"\u76f8\u53d8\u70ed\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...], // \u8fc7\u51b7\u5cf0\u4e0e\u5f02\u5e38\u5cf0\u533a\u5206\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u70ed\u5bb9\": {\n \"\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": [...], // LOWESS\u6ee4\u6ce2\u540e\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u70b9\u7d22\u5f15\": [...],\n \"\u52a0\u6743\u5e73\u5747\u503c\": [...],\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u5bc6\u5ea6\": { ... }, // \u540c\u4e0a\uff0c\u542b\u5355\u8c03\u6027\u68c0\u6d4b\u7ed3\u679c\n \"\u8868\u9762\u5f20\u529b\": { ... },\n \"\u7c98\u5ea6\": { ... },\n \"\u6269\u6563\u7cfb\u6570\": { ... }\n },\n\n \"\u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\": {\n \"SEM\": {\n \"\u56fe\u50cf\u6570\u636e\": [...], // \u53bb\u566a\u3001\u8d28\u91cf\u8bc4\u5206\n \"\u5f02\u5e38\u533a\u57df\u6807\u8bb0\": [...],\n \"\u5143\u6570\u636e\": {...}\n },\n \"TEM\": { ... },\n \"EBSD\": {\n \"\u6e05\u6d17\u540e\u6676\u7c92\u53d6\u5411\u6570\u636e\": [...],\n \"\u7f3a\u5931\u70b9\u63d2\u503c\": [...],\n \"\u4fe1\u566a\u6bd4\u9608\u503c\": ...,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\": {\n \"\u4e09\u7ef4\u91cd\u5efa\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5e27\u6807\u8bb0\": [...],\n \"\u914d\u51c6\u53c2\u6570\": {...}\n }\n },\n\n \"\u5149\u5b66\u8868\u5f81\u6570\u636e\": {\n \"\u5149\u5438\u6536\u5149\u8c31\": {\n \"\u57fa\u7ebf\u6821\u6b63\u540e\u5149\u8c31\": [...],\n \"\u53bb\u566a\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...]\n },\n \"PL\u5149\u8c31\u53ca\u5bff\u547d\": {\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5bff\u547d\u70b9\": [...]\n },\n \"\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\": { ... },\n \"\u5149\u7535\u6d41\u54cd\u5e94\": { ... }\n },\n\n \"\u6570\u503c\u6a21\u62df\u6570\u636e\": {\n \"MD\u6a21\u62df\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u80fd\u91cf\u5b88\u6052\u68c0\u6d4b\u7ed3\u679c\": [...],\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"DFT\u8ba1\u7b97\": { ... },\n \"\u76f8\u573a\u6a21\u578b\": { ... },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\": { ... }\n },\n\n \"AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": [...],\n \"\u7edf\u8ba1\u5206\u5e03\u53c2\u6570\": {...}\n },\n \"\u7f3a\u9677\u5bc6\u5ea6\": { ... },\n \"\u7ec7\u6784\u53c2\u6570\": { ... },\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": { ... }\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab\": {\n \"\u6570\u636e\u5e93\u683c\u5f0f\": \"HDF5\",\n \"\u7248\u672c\u4fe1\u606f\": {\n \"\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\": \"...\",\n \"\u53c2\u6570\u914d\u7f6e\": {...},\n \"\u5904\u7406\u65f6\u95f4\": \"YYYY-MM-DD HH:MM:SS\"\n },\n \"API\u63a5\u53e3\": {\n \"Python\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\",\n \"RESTful\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\"\n },\n \"\u6e05\u6d17\u65e5\u5fd7\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": [...],\n \"\u53c2\u6570\u8c03\u6574\u8bb0\u5f55\": [...]\n }\n }\n}\n```\n\n---\n\n\u5982\u9700\u9488\u5bf9\u67d0\u4e00\u6570\u636e\u7c7b\u578b\u6df1\u5165\u4e86\u89e3\u5177\u4f53\u6e05\u6d17\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3001\u53c2\u6570\u8bbe\u7f6e\u6216\u793a\u8303\u4ee3\u7801\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u652f\u6301\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "content": "{\n \"\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\": {\n \"\u7194\u70b9\u53ca\u76f8\u53d8\u70ed\": {\n \"\u6e29\u5ea6\u8303\u56f4\": [X_min, X_max],\n \"\u7194\u70b9\u6570\u636e\": [...], // \u5e73\u6ed1\u6ee4\u6ce2\u540e\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u5cf0\u6807\u8bb0\n \"\u76f8\u53d8\u70ed\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...], // \u8fc7\u51b7\u5cf0\u4e0e\u5f02\u5e38\u5cf0\u533a\u5206\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u70ed\u5bb9\": {\n \"\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": [...], // LOWESS\u6ee4\u6ce2\u540e\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u70b9\u7d22\u5f15\": [...],\n \"\u52a0\u6743\u5e73\u5747\u503c\": [...],\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u5bc6\u5ea6\": { ... }, // \u540c\u4e0a\uff0c\u542b\u5355\u8c03\u6027\u68c0\u6d4b\u7ed3\u679c\n \"\u8868\u9762\u5f20\u529b\": { ... },\n \"\u7c98\u5ea6\": { ... },\n \"\u6269\u6563\u7cfb\u6570\": { ... }\n },\n\n \"\u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\": {\n \"SEM\": {\n \"\u56fe\u50cf\u6570\u636e\": [...], // \u53bb\u566a\u3001\u8d28\u91cf\u8bc4\u5206\n \"\u5f02\u5e38\u533a\u57df\u6807\u8bb0\": [...],\n \"\u5143\u6570\u636e\": {...}\n },\n \"TEM\": { ... },\n \"EBSD\": {\n \"\u6e05\u6d17\u540e\u6676\u7c92\u53d6\u5411\u6570\u636e\": [...],\n \"\u7f3a\u5931\u70b9\u63d2\u503c\": [...],\n \"\u4fe1\u566a\u6bd4\u9608\u503c\": ...,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\": {\n \"\u4e09\u7ef4\u91cd\u5efa\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5e27\u6807\u8bb0\": [...],\n \"\u914d\u51c6\u53c2\u6570\": {...}\n }\n },\n\n \"\u5149\u5b66\u8868\u5f81\u6570\u636e\": {\n \"\u5149\u5438\u6536\u5149\u8c31\": {\n \"\u57fa\u7ebf\u6821\u6b63\u540e\u5149\u8c31\": [...],\n \"\u53bb\u566a\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...]\n },\n \"PL\u5149\u8c31\u53ca\u5bff\u547d\": {\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5bff\u547d\u70b9\": [...]\n },\n \"\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\": { ... },\n \"\u5149\u7535\u6d41\u54cd\u5e94\": { ... }\n },\n\n \"\u6570\u503c\u6a21\u62df\u6570\u636e\": {\n \"MD\u6a21\u62df\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u80fd\u91cf\u5b88\u6052\u68c0\u6d4b\u7ed3\u679c\": [...],\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"DFT\u8ba1\u7b97\": { ... },\n \"\u76f8\u573a\u6a21\u578b\": { ... },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\": { ... }\n },\n\n \"AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": [...],\n \"\u7edf\u8ba1\u5206\u5e03\u53c2\u6570\": {...}\n },\n \"\u7f3a\u9677\u5bc6\u5ea6\": { ... },\n \"\u7ec7\u6784\u53c2\u6570\": { ... },\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": { ... }\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab\": {\n \"\u6570\u636e\u5e93\u683c\u5f0f\": \"HDF5\",\n \"\u7248\u672c\u4fe1\u606f\": {\n \"\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\": \"...\",\n \"\u53c2\u6570\u914d\u7f6e\": {...},\n \"\u5904\u7406\u65f6\u95f4\": \"YYYY-MM-DD HH:MM:SS\"\n },\n \"API\u63a5\u53e3\": {\n \"Python\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\",\n \"RESTful\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\"\n },\n \"\u6e05\u6d17\u65e5\u5fd7\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": [...],\n \"\u53c2\u6570\u8c03\u6574\u8bb0\u5f55\": [...]\n }\n }\n}" + }, + { + "LogNodeType": "step", + "NodeId": "\u7279\u5f81\u63d0\u53d6", + "InputName_List": [ + "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e" + ], + "OutputName": "\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e", + "chatLog": [], + "inputObject_Record": [ + { + "\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e": "{\n \"\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\": {\n \"\u7194\u70b9\u53ca\u76f8\u53d8\u70ed\": {\n \"\u6e29\u5ea6\u8303\u56f4\": [X_min, X_max],\n \"\u7194\u70b9\u6570\u636e\": [...], // \u5e73\u6ed1\u6ee4\u6ce2\u540e\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u5cf0\u6807\u8bb0\n \"\u76f8\u53d8\u70ed\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...], // \u8fc7\u51b7\u5cf0\u4e0e\u5f02\u5e38\u5cf0\u533a\u5206\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u70ed\u5bb9\": {\n \"\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": [...], // LOWESS\u6ee4\u6ce2\u540e\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u70b9\u7d22\u5f15\": [...],\n \"\u52a0\u6743\u5e73\u5747\u503c\": [...],\n \"\u4e0d\u786e\u5b9a\u5ea6\": [...]\n },\n \"\u5bc6\u5ea6\": { ... }, // \u540c\u4e0a\uff0c\u542b\u5355\u8c03\u6027\u68c0\u6d4b\u7ed3\u679c\n \"\u8868\u9762\u5f20\u529b\": { ... },\n \"\u7c98\u5ea6\": { ... },\n \"\u6269\u6563\u7cfb\u6570\": { ... }\n },\n\n \"\u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\": {\n \"SEM\": {\n \"\u56fe\u50cf\u6570\u636e\": [...], // \u53bb\u566a\u3001\u8d28\u91cf\u8bc4\u5206\n \"\u5f02\u5e38\u533a\u57df\u6807\u8bb0\": [...],\n \"\u5143\u6570\u636e\": {...}\n },\n \"TEM\": { ... },\n \"EBSD\": {\n \"\u6e05\u6d17\u540e\u6676\u7c92\u53d6\u5411\u6570\u636e\": [...],\n \"\u7f3a\u5931\u70b9\u63d2\u503c\": [...],\n \"\u4fe1\u566a\u6bd4\u9608\u503c\": ...,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\": {\n \"\u4e09\u7ef4\u91cd\u5efa\u6570\u636e\": [...],\n \"\u5f02\u5e38\u5e27\u6807\u8bb0\": [...],\n \"\u914d\u51c6\u53c2\u6570\": {...}\n }\n },\n\n \"\u5149\u5b66\u8868\u5f81\u6570\u636e\": {\n \"\u5149\u5438\u6536\u5149\u8c31\": {\n \"\u57fa\u7ebf\u6821\u6b63\u540e\u5149\u8c31\": [...],\n \"\u53bb\u566a\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5cf0\u6807\u8bb0\": [...]\n },\n \"PL\u5149\u8c31\u53ca\u5bff\u547d\": {\n \"\u62df\u5408\u53c2\u6570\": {...},\n \"\u5f02\u5e38\u5bff\u547d\u70b9\": [...]\n },\n \"\u65f6\u95f4\u5206\u8fa8\u5149\u8c31\": { ... },\n \"\u5149\u7535\u6d41\u54cd\u5e94\": { ... }\n },\n\n \"\u6570\u503c\u6a21\u62df\u6570\u636e\": {\n \"MD\u6a21\u62df\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u80fd\u91cf\u5b88\u6052\u68c0\u6d4b\u7ed3\u679c\": [...],\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": [...]\n },\n \"DFT\u8ba1\u7b97\": { ... },\n \"\u76f8\u573a\u6a21\u578b\": { ... },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\": { ... }\n },\n\n \"AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\": {\n \"\u6e05\u6d17\u540e\u6570\u636e\": [...],\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": [...],\n \"\u7edf\u8ba1\u5206\u5e03\u53c2\u6570\": {...}\n },\n \"\u7f3a\u9677\u5bc6\u5ea6\": { ... },\n \"\u7ec7\u6784\u53c2\u6570\": { ... },\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": { ... }\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u5171\u4eab\": {\n \"\u6570\u636e\u5e93\u683c\u5f0f\": \"HDF5\",\n \"\u7248\u672c\u4fe1\u606f\": {\n \"\u6e05\u6d17\u7b97\u6cd5\u7248\u672c\": \"...\",\n \"\u53c2\u6570\u914d\u7f6e\": {...},\n \"\u5904\u7406\u65f6\u95f4\": \"YYYY-MM-DD HH:MM:SS\"\n },\n \"API\u63a5\u53e3\": {\n \"Python\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\",\n \"RESTful\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\"\n },\n \"\u6e05\u6d17\u65e5\u5fd7\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": [...],\n \"\u53c2\u6570\u8c03\u6574\u8bb0\u5f55\": [...]\n }\n }\n}" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u7279\u5f81\u63d0\u53d6\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7b49\u663e\u8457\u7ed3\u6784\u7279\u5f81\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u9488\u5bf9\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u7b49\u663e\u8457\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5982\u4e0b\u521d\u6b65\u7279\u5f81\u63d0\u53d6\u65b9\u6848\uff1a\n\n1. \u6676\u7c92\u5c3a\u5bf8\u7279\u5f81\u63d0\u53d6 \n- \u6570\u636e\u6765\u6e90\uff1a\u5229\u7528AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\u4e2d\u7684\u201c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u201d\u6570\u636e\uff0c\u7ed3\u5408EBSD\u6e05\u6d17\u540e\u6676\u7c92\u53d6\u5411\u6570\u636e\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u3002 \n- \u5904\u7406\u6b65\u9aa4\uff1a \n a. \u7edf\u8ba1\u6676\u7c92\u5c3a\u5bf8\u7684\u5206\u5e03\u53c2\u6570\uff08\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u4ee5\u523b\u753b\u6574\u4f53\u5c3a\u5bf8\u5206\u5e03\u7279\u5f81\u3002 \n b. \u8bc6\u522b\u5e76\u5254\u9664\u5f02\u5e38\u503c\uff08AI\u8f85\u52a9\u7ed3\u679c\u4e2d\u5df2\u6807\u8bb0\uff09\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n c. \u7ed3\u5408EBSD\u6570\u636e\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u4e0e\u53d6\u5411\u7684\u76f8\u5173\u6027\uff0c\u6316\u6398\u7ec7\u6784\u5bf9\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u7684\u5f71\u54cd\u3002 \n d. \u901a\u8fc7SEM\u548cTEM\u56fe\u50cf\u6570\u636e\u5bf9\u6676\u7c92\u8fb9\u754c\u8fdb\u884c\u56fe\u50cf\u5206\u5272\uff0c\u63d0\u53d6\u6676\u7c92\u5f62\u72b6\u53c2\u6570\uff08\u5982\u5f62\u72b6\u56e0\u5b50\u3001\u7b49\u6548\u76f4\u5f84\uff09\uff0c\u8865\u5145\u7edf\u8ba1\u4fe1\u606f\u3002 \n\n2. \u7f3a\u9677\u7279\u5f81\u63d0\u53d6 \n- \u6570\u636e\u6765\u6e90\uff1aAI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\u4e2d\u7684\u201c\u7f3a\u9677\u5bc6\u5ea6\u201d\u6570\u636e\uff0c\u7ed3\u5408EBSD\u5f02\u5e38\u70b9\u6807\u8bb0\u548c\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u7684\u5f02\u5e38\u5e27\u4fe1\u606f\u3002 \n- \u5904\u7406\u6b65\u9aa4\uff1a \n a. \u7edf\u8ba1\u7f3a\u9677\u5bc6\u5ea6\u7684\u7a7a\u95f4\u5206\u5e03\u53ca\u5176\u7edf\u8ba1\u7279\u5f81\uff08\u5747\u503c\u3001\u65b9\u5dee\u7b49\uff09\u3002 \n b. \u5229\u7528EBSD\u5f02\u5e38\u70b9\u6807\u8bb0\uff0c\u5206\u6790\u7f3a\u9677\u7c7b\u578b\u53ca\u5176\u7a7a\u95f4\u805a\u96c6\u60c5\u51b5\u3002 \n c. \u7ed3\u5408\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u4e2d\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u53d6\u7f3a\u9677\u6f14\u53d8\u89c4\u5f8b\u3002 \n d. \u5173\u8054\u70ed\u529b\u5b66\u53c2\u6570\u4e2d\u5f02\u5e38\u5cf0\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u53d8\u5316\uff0c\u63a2\u8ba8\u7f3a\u9677\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n\n3. \u7ec7\u6784\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570 \n- \u5229\u7528AI\u8f85\u52a9\u7ed3\u679c\u4e2d\u7684\u7ec7\u6784\u53c2\u6570\u548c\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff0c\u7ed3\u5408\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u7279\u5f81\uff0c\u5efa\u7acb\u591a\u5c3a\u5ea6\u5173\u8054\u5206\u6790\u6846\u67b6\u3002 \n\n4. \u6570\u636e\u8d28\u91cf\u63a7\u5236 \n- \u5145\u5206\u5229\u7528\u5404\u6570\u636e\u96c6\u4e2d\u7684\u5f02\u5e38\u70b9\u6807\u8bb0\u548c\u4e0d\u786e\u5b9a\u5ea6\u4fe1\u606f\uff0c\u4fdd\u8bc1\u7279\u5f81\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002 \n- \u7ed3\u5408\u6e05\u6d17\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\uff0c\u8ffd\u8e2a\u6570\u636e\u5904\u7406\u8fc7\u7a0b\uff0c\u786e\u4fdd\u7ed3\u679c\u53ef\u8ffd\u6eaf\u3002 \n\n\u603b\u7ed3\uff1a\u672c\u65b9\u6848\u7efc\u5408\u5229\u7528\u591a\u79cd\u9884\u5904\u7406\u6570\u636e\u548cAI\u8f85\u52a9\u5206\u6790\u7ed3\u679c\uff0c\u901a\u8fc7\u7edf\u8ba1\u5206\u6790\u3001\u56fe\u50cf\u5904\u7406\u548c\u591a\u6570\u636e\u6e90\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u91cd\u70b9\u63d0\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5176\u52a8\u6001\u6f14\u53d8\u7b49\u5173\u952e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u540e\u7eed\u6a21\u62df\u548c\u6027\u80fd\u5206\u6790\u63d0\u4f9b\u53ef\u9760\u6570\u636e\u57fa\u7840\u3002 \n\n\u4e0b\u4e00\u6b65\u5efa\u8bae\uff1a\u4e0e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u4f5c\uff0c\u786e\u5b9a\u5177\u4f53\u7b97\u6cd5\u548c\u53c2\u6570\uff0c\u5f00\u5c55\u6279\u91cf\u7279\u5f81\u63d0\u53d6\u4e0e\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u63d0\u51fa\u5fae\u89c2\u7ed3\u6784\u4e2d\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\uff0c\u8f85\u52a9\u7279\u5f81\u7684\u7269\u7406\u610f\u4e49\u89e3\u91ca\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "ActionResult:Action1" + ], + "Action_Result": "\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u52a8\u6001\u6f14\u53d8\u7b49\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u63d0\u51fa\u5982\u4e0b\u7406\u8bba\u6a21\u578b\u548c\u7269\u7406\u610f\u4e49\u89e3\u91ca\uff0c\u4ee5\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\u7684\u7269\u7406\u7406\u89e3\u548c\u540e\u7eed\u6a21\u62df\u5206\u6790\uff1a\n\n1. \u6676\u7c92\u5c3a\u5bf8\u4e0e\u81ea\u7531\u80fd\u6a21\u578b \n- \u7406\u8bba\u57fa\u7840\uff1a\u6839\u636e\u7ecf\u5178\u6676\u754c\u80fd\u7406\u8bba\uff0c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u76f4\u63a5\u5f71\u54cd\u6750\u6599\u7684\u603b\u81ea\u7531\u80fd\u3002\u6676\u754c\u8d21\u732e\u7684\u81ea\u7531\u80fd\u9879\u53ef\u8868\u793a\u4e3a \n \\[\n G_{\\text{grain}} = \\gamma A = \\gamma \\sum_i S_i\n \\]\n \u5176\u4e2d\uff0c\\(\\gamma\\)\u4e3a\u6676\u754c\u80fd\u5bc6\u5ea6\uff0c\\(S_i\\)\u4e3a\u7b2ci\u4e2a\u6676\u7c92\u7684\u6676\u754c\u9762\u79ef\u3002\u6676\u7c92\u5c3a\u5bf8\u8d8a\u5c0f\uff0c\u603b\u6676\u754c\u9762\u79ef\u8d8a\u5927\uff0c\u5bfc\u81f4\u7cfb\u7edf\u81ea\u7531\u80fd\u5347\u9ad8\u3002 \n- \u7edf\u8ba1\u529b\u5b66\u89c6\u89d2\uff1a\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u7684\u7edf\u8ba1\u53c2\u6570\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u53cd\u6620\u4e86\u7cfb\u7edf\u7684\u591a\u6676\u6001\u5206\u5e03\uff0c\u5bf9\u5e94\u4e0d\u540c\u81ea\u7531\u80fd\u6001\u7684\u7edf\u8ba1\u6743\u91cd\u3002\u901a\u8fc7\u914d\u5206\u51fd\u6570\u5f62\u5f0f\uff0c\u53ef\u4ee5\u5c06\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u6620\u5c04\u4e3a\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8c03\u8282\u56e0\u5b50\u3002 \n- \u7269\u7406\u610f\u4e49\uff1a\u6676\u7c92\u5c3a\u5bf8\u7684\u5747\u5300\u6027\u548c\u5206\u5e03\u5f62\u72b6\u5f71\u54cd\u6750\u6599\u7684\u70ed\u7a33\u5b9a\u6027\u548c\u529b\u5b66\u6027\u80fd\uff0c\u8f83\u5927\u504f\u5ea6\u6216\u5cf0\u5ea6\u53ef\u80fd\u9884\u793a\u975e\u5747\u5300\u5e94\u529b\u96c6\u4e2d\u548c\u5c40\u90e8\u80fd\u91cf\u6001\u5f02\u5e38\u3002\n\n2. \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u7113\u3001\u71b5\u6a21\u578b \n- \u7406\u8bba\u57fa\u7840\uff1a\u7f3a\u9677\uff08\u5982\u7a7a\u4f4d\u3001\u4f4d\u9519\u3001\u5939\u6742\u7269\u7b49\uff09\u4f5c\u4e3a\u7cfb\u7edf\u7684\u975e\u5e73\u8861\u6001\u7ed3\u6784\u5355\u5143\uff0c\u5176\u4ea7\u751f\u548c\u6f14\u5316\u4f34\u968f\u7113\u548c\u71b5\u7684\u53d8\u5316\u3002\u7f3a\u9677\u7684\u5f62\u6210\u7113\\(\\Delta H_f\\)\u548c\u5f62\u6210\u71b5\\(\\Delta S_f\\)\u53ef\u7528\u6765\u63cf\u8ff0\u7f3a\u9677\u5bf9\u7cfb\u7edf\u81ea\u7531\u80fd\u7684\u8d21\u732e\uff1a \n \\[\n \\Delta G_f = \\Delta H_f - T \\Delta S_f\n \\]\n- \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff1a\u7f3a\u9677\u5bc6\u5ea6\\(c\\)\u4e0e\u6e29\u5ea6\\(T\\)\u6ee1\u8db3\u51c6\u5e73\u8861\u5206\u5e03\uff1a \n \\[\n c = c_0 \\exp\\left(-\\frac{\\Delta G_f}{k_B T}\\right)\n \\]\n \u5176\u4e2d\uff0c\\(k_B\\)\u4e3a\u73bb\u5c14\u5179\u66fc\u5e38\u6570\u3002\u7ed3\u5408\u7f3a\u9677\u5bc6\u5ea6\u7684\u7a7a\u95f4\u5206\u5e03\u548c\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff0c\u53ef\u6784\u5efa\u7f3a\u9677\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u63cf\u8ff0\u7f3a\u9677\u7684\u4ea7\u751f\u3001\u6269\u6563\u548c\u6d88\u9664\u8fc7\u7a0b\u3002 \n- \u7269\u7406\u610f\u4e49\uff1a\u7f3a\u9677\u5bc6\u5ea6\u7684\u7a7a\u95f4\u6ce2\u52a8\u548c\u65f6\u95f4\u6f14\u53d8\u76f4\u63a5\u5f71\u54cd\u6750\u6599\u7684\u529b\u5b66\u5f3a\u5ea6\u3001\u5851\u6027\u53ca\u70ed\u5bfc\u7387\uff0c\u5f02\u5e38\u5cf0\uff08\u5982\u8fc7\u51b7\u5cf0\uff09\u53ef\u80fd\u4e0e\u7f3a\u9677\u8bf1\u5bfc\u7684\u5c40\u90e8\u76f8\u53d8\u76f8\u5173\u3002\n\n3. \u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u6a21\u578b \n- \u7406\u8bba\u57fa\u7840\uff1a\u6750\u6599\u5728\u52a0\u70ed\u6216\u51b7\u5374\u8fc7\u7a0b\u4e2d\uff0c\u6bd4\u70ed\u5bb9\u91cf\\(C_p\\)\u4f53\u73b0\u4e86\u7cfb\u7edf\u5185\u80fd\u5bf9\u6e29\u5ea6\u7684\u54cd\u5e94\uff0c\u53d7\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\uff08\u5982\u6676\u7c92\u6210\u957f\u3001\u7f3a\u9677\u8fc1\u79fb\uff09\u5f71\u54cd\u3002 \n- \u7edf\u8ba1\u529b\u5b66\u89c6\u89d2\uff1a\u6bd4\u70ed\u53ef\u7531\u80fd\u91cf\u6da8\u843d\u5b9a\u7406\u8868\u8fbe\uff1a \n \\[\n C_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\]\n \u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u6f14\u53d8\u5bfc\u81f4\u7cfb\u7edf\u80fd\u91cf\u5206\u5e03\u7684\u53d8\u5316\uff0c\u8fdb\u800c\u53cd\u6620\u5728\u6bd4\u70ed\u7684\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u53ca\u5f02\u5e38\u70b9\u4e0a\u3002 \n- \u7269\u7406\u610f\u4e49\uff1a\u7ed3\u5408\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\u5206\u6790\u6bd4\u70ed\u5f02\u5e38\u70b9\uff0c\u6709\u52a9\u4e8e\u8bc6\u522b\u76f8\u53d8\u3001\u7f3a\u9677\u91cd\u7ec4\u7b49\u5fae\u89c2\u8fc7\u7a0b\u3002\n\n4. \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u578b\u6846\u67b6\u5efa\u8bae \n- \u7ed3\u5408\u4e0a\u8ff0\u6a21\u578b\uff0c\u6784\u5efa\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u5c06\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5176\u52a8\u6001\u6f14\u53d8\u7eb3\u5165\u81ea\u7531\u80fd\u51fd\u6570\u8868\u8fbe\u5f0f\u4e2d\uff0c\u5f62\u5f0f\u4f8b\u5982\uff1a \n \\[\n G_{\\text{total}} = G_{\\text{bulk}} + \\gamma A + N_f \\Delta G_f + G_{\\text{interaction}}(t)\n \\]\n \u5176\u4e2d\uff0c\\(N_f\\)\u4e3a\u7f3a\u9677\u6570\u91cf\uff0c\\(G_{\\text{interaction}}(t)\\)\u63cf\u8ff0\u7f3a\u9677\u4e0e\u6676\u754c\u3001\u76f8\u53d8\u7b49\u7684\u65f6\u95f4\u4f9d\u8d56\u4ea4\u4e92\u3002 \n- \u8be5\u6a21\u578b\u53ef\u901a\u8fc7\u62df\u5408\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff08\u5982\u7194\u70b9\u3001\u76f8\u53d8\u70ed\u3001\u70ed\u5bb9\uff09\u4e0e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u5b9e\u73b0\u5bf9\u6750\u6599\u6027\u80fd\u7684\u9884\u6d4b\u548c\u4f18\u5316\u3002\n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u4e0a\u8ff0\u7406\u8bba\u6a21\u578b\uff0c\u5fae\u89c2\u7ed3\u6784\u4e2d\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5176\u52a8\u6001\u6f14\u53d8\u53c2\u6570\u4e0d\u4ec5\u4f5c\u4e3a\u51e0\u4f55\u6216\u7edf\u8ba1\u7279\u5f81\u5b58\u5728\uff0c\u66f4\u5728\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u53ca\u6bd4\u70ed\u7b49\u57fa\u672c\u7269\u7406\u91cf\u4e2d\u5360\u636e\u6838\u5fc3\u5730\u4f4d\u3002\u5c06\u8fd9\u4e9b\u6a21\u578b\u4e0eAI\u8f85\u52a9\u63d0\u53d6\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7ed3\u5408\uff0c\u6709\u52a9\u4e8e\u6df1\u5165\u7406\u89e3\u6750\u6599\u6027\u80fd\u7684\u5fae\u89c2\u7269\u7406\u673a\u5236\uff0c\u6307\u5bfc\u540e\u7eed\u6570\u503c\u6a21\u62df\u548c\u5b9e\u9a8c\u9a8c\u8bc1\u3002\n\n\u6211\u5efa\u8bae\u4e0b\u4e00\u6b65\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u4f5c\uff0c\u5c06\u8fd9\u4e9b\u7406\u8bba\u6a21\u578b\u53c2\u6570\u5316\uff0c\u7ed3\u5408\u6570\u503c\u6a21\u62df\u6570\u636e\u8fdb\u884c\u6a21\u578b\u6821\u9a8c\u548c\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u8bbe\u8ba1\u63d0\u53d6\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7b97\u6cd5\u65b9\u6848\uff0c\u786e\u4fdd\u7279\u5f81\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e", + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u63d0\u53d6\u65b9\u6848\u53ca\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u7684\u7406\u8bba\u7269\u7406\u6a21\u578b\uff0c\u6211\u8bbe\u8ba1\u4e86\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u7ed3\u5408\u7684\u7b97\u6cd5\u65b9\u6848\uff0c\u7528\u4e8e\u9ad8\u6548\u51c6\u786e\u5730\u63d0\u53d6\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff1a\n\n---\n\n### \u4e00\u3001\u7b97\u6cd5\u603b\u4f53\u6846\u67b6\n\n1. **\u8f93\u5165\u6570\u636e** \n - \u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\uff08SEM\u3001TEM\u3001EBSD\u3001\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\uff09 \n - AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\uff08\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u7ec7\u6784\u53c2\u6570\u3001\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff09 \n - \u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff08\u7194\u70b9\u3001\u76f8\u53d8\u70ed\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u7b49\uff09 \n - \u6570\u503c\u6a21\u62df\u6570\u636e\uff08MD\u6a21\u62df\u3001DFT\u8ba1\u7b97\u3001\u76f8\u573a\u6a21\u578b\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff09\n\n2. **\u8f93\u51fa\u76ee\u6807** \n - \u5fae\u89c2\u7ed3\u6784\u5bf9\u5e94\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6676\u754c\u80fd\u5bc6\u5ea6\\(\\gamma\\)\u3001\u7f3a\u9677\u5f62\u6210\u7113\\(\\Delta H_f\\)\u3001\u7f3a\u9677\u5f62\u6210\u71b5\\(\\Delta S_f\\)\u3001\u52a8\u6001\u6bd4\u70ed\u54cd\u5e94\u53c2\u6570\u7b49\uff09 \n - \u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u4e0e\u5f02\u5e38\u68c0\u6d4b \n - \u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u7684\u53c2\u6570\u5316\u8868\u8fbe\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u6a21\u5757\u8bbe\u8ba1\n\n#### 1. \u6676\u7c92\u5c3a\u5bf8\u4e0e\u6676\u754c\u80fd\u5bc6\u5ea6\\(\\gamma\\)\u63d0\u53d6\u6a21\u5757\n\n- **\u6570\u636e\u878d\u5408** \n - \u5229\u7528AI\u8f85\u52a9\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53caEBSD\u6676\u7c92\u53d6\u5411\u6570\u636e\uff0c\u7ed3\u5408SEM/TEM\u56fe\u50cf\u5206\u5272\u7ed3\u679c\uff0c\u8ba1\u7b97\u6bcf\u4e2a\u6676\u7c92\u7684\u6676\u754c\u9762\u79ef\\(S_i\\)\u3002 \n - \u91c7\u7528\u56fe\u50cf\u5904\u7406\u7b97\u6cd5\uff08\u5982\u57fa\u4e8e\u8fb9\u7f18\u68c0\u6d4b\u548c\u5206\u6c34\u5cad\u7b97\u6cd5\u7684\u6676\u7c92\u8fb9\u754c\u63d0\u53d6\uff09\u81ea\u52a8\u63d0\u53d6\u6676\u754c\u5f62\u72b6\u53ca\u9762\u79ef\u3002 \n\n- **\u6676\u754c\u80fd\u5bc6\u5ea6\u4f30\u8ba1** \n - \u5229\u7528\u7269\u7406\u5b66\u5bb6\u6a21\u578b\u4e2d\u6676\u754c\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff1a \n \\[\n G_{\\text{grain}} = \\gamma \\sum_i S_i\n \\]\n - \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u4e2d\u4e0e\u6676\u754c\u76f8\u5173\u7684\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u70ed\u5bb9\u5f02\u5e38\u70b9\u3001\u76f8\u53d8\u70ed\u53d8\u5316\uff09\u901a\u8fc7\u975e\u7ebf\u6027\u6700\u5c0f\u4e8c\u4e58\u62df\u5408\uff0c\u53cd\u6f14\u6676\u754c\u80fd\u5bc6\u5ea6\\(\\gamma\\)\u3002 \n - \u91c7\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u65b9\u6cd5\uff0c\u7ed3\u5408\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\uff0c\u7ed9\u51fa\\(\\gamma\\)\u7684\u6982\u7387\u5206\u5e03\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002 \n\n- **\u6548\u7387\u4f18\u5316** \n - \u91c7\u7528\u5e76\u884c\u56fe\u50cf\u5904\u7406\u6846\u67b6\uff08\u5982GPU\u52a0\u901f\u7684OpenCV\u6216\u6df1\u5ea6\u5b66\u4e60\u5206\u5272\u6a21\u578b\uff09\u52a0\u901f\u6676\u7c92\u8fb9\u754c\u63d0\u53d6\u3002 \n - \u5229\u7528\u591a\u7ebf\u7a0b\u7edf\u8ba1\u8ba1\u7b97\u5b9e\u73b0\u5feb\u901f\u5206\u5e03\u53c2\u6570\u8ba1\u7b97\u3002\n\n---\n\n#### 2. \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u7f3a\u9677\u5f62\u6210\u7113\\(\\Delta H_f\\)\u3001\u71b5\\(\\Delta S_f\\)\u63d0\u53d6\u6a21\u5757\n\n- **\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u4e0e\u52a8\u6001\u6f14\u53d8\u5206\u6790** \n - \u7ed3\u5408AI\u8f85\u52a9\u7f3a\u9677\u5bc6\u5ea6\u6570\u636e\u3001EBSD\u5f02\u5e38\u70b9\u548c\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u7684\u52a8\u6001\u6a21\u578b\u53c2\u6570\uff0c\u6784\u5efa\u7f3a\u9677\u7a7a\u95f4-\u65f6\u95f4\u5206\u5e03\u77e9\u9635\u3002 \n - \u5229\u7528\u65f6\u7a7a\u7edf\u8ba1\u65b9\u6cd5\uff08\u5982\u65f6\u5e8f\u805a\u7c7b\u3001\u7a7a\u95f4\u81ea\u76f8\u5173\u5206\u6790\uff09\u8bc6\u522b\u7f3a\u9677\u805a\u96c6\u533a\u4e0e\u6f14\u5316\u89c4\u5f8b\u3002 \n\n- **\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408** \n - \u57fa\u4e8e\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u7684\u7f3a\u9677\u5f62\u6210\u81ea\u7531\u80fd\u6a21\u578b\uff1a \n \\[\n c = c_0 \\exp\\left(-\\frac{\\Delta H_f - T \\Delta S_f}{k_B T}\\right)\n \\]\n - \u5229\u7528\u591a\u6e29\u5ea6\u7f3a\u9677\u5bc6\u5ea6\u6570\u636e\uff0c\u91c7\u7528\u975e\u7ebf\u6027\u62df\u5408\u7b97\u6cd5\uff08Levenberg-Marquardt\u6216MCMC\u91c7\u6837\uff09\u62df\u5408\\(\\Delta H_f\\)\u3001\\(\\Delta S_f\\)\u53c2\u6570\u3002 \n - \u7ed3\u5408MD\u6a21\u62df\u4e2d\u7f3a\u9677\u5f62\u6210\u80fd\u91cf\u548c\u80fd\u91cf\u5b88\u6052\u68c0\u6d4b\u7ed3\u679c\uff0c\u6821\u9a8c\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u3002 \n\n- **\u5f02\u5e38\u70b9\u5904\u7406** \n - \u5229\u7528\u5f02\u5e38\u5cf0\u6807\u8bb0\u548c\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\uff0c\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u62df\u5408\u7a33\u5b9a\u6027\u3002 \n - \u5bf9\u62df\u5408\u6b8b\u5dee\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff0c\u8bc6\u522b\u6f5c\u5728\u7684\u7f3a\u9677\u8bf1\u5bfc\u76f8\u53d8\u6216\u975e\u5e73\u8861\u6548\u5e94\u3002\n\n---\n\n#### 3. \u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\u53c2\u6570\u63d0\u53d6\u6a21\u5757\n\n- **\u6bd4\u70ed\u6570\u636e\u62df\u5408\u4e0e\u52a8\u6001\u6a21\u578b\u5173\u8054** \n - \u5229\u7528\u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u53ca\u62df\u5408\u53c2\u6570\uff0c\u7ed3\u5408\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff0c\u5efa\u7acb\u6bd4\u70ed\u4e0e\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u8026\u5408\u6a21\u578b\u3002 \n - \u5e94\u7528\u80fd\u91cf\u6da8\u843d\u5b9a\u7406\u8ba1\u7b97\u6bd4\u70ed\uff1a \n \\[\n C_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\]\n - \u5229\u7528MD\u6a21\u62df\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u8ba1\u7b97\u77ac\u65f6\u6bd4\u70ed\uff0c\u5206\u6790\u52a8\u6001\u6f14\u53d8\u5bf9\u6bd4\u70ed\u7684\u5f71\u54cd\u3002 \n\n- **\u5f02\u5e38\u70b9\u4e0e\u76f8\u53d8\u68c0\u6d4b** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u4e2d\u7684\u5f02\u5e38\u5cf0\u6807\u8bb0\uff0c\u5229\u7528\u7edf\u8ba1\u68c0\u9a8c\u65b9\u6cd5\uff08\u5982CUSUM\u3001\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff09\u8bc6\u522b\u76f8\u53d8\u6e29\u5ea6\u53ca\u7f3a\u9677\u91cd\u7ec4\u8fc7\u7a0b\u3002 \n - \u901a\u8fc7\u52a8\u6001\u6a21\u578b\u53c2\u6570\u62df\u5408\uff0c\u63d0\u53d6\u76f8\u53d8\u52a8\u529b\u5b66\u53c2\u6570\uff08\u5982\u76f8\u53d8\u901f\u7387\u3001\u4e34\u754c\u6838\u5c3a\u5bf8\u7b49\uff09\u3002 \n\n---\n\n#### 4. \u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u5316\u6a21\u5757\n\n- **\u6a21\u578b\u6784\u5efa** \n - \u7efc\u5408\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff0c\u6784\u5efa\u603b\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff1a \n \\[\n G_{\\text{total}} = G_{\\text{bulk}} + \\gamma A + N_f (\\Delta H_f - T \\Delta S_f) + G_{\\text{interaction}}(t)\n \\]\n - \u5176\u4e2d\uff0c\\(G_{\\text{interaction}}(t)\\)\u901a\u8fc7\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u6570\u636e\u62df\u5408\u5f97\u5230\u3002 \n\n- **\u53c2\u6570\u4f18\u5316** \n - \u5229\u7528\u591a\u76ee\u6807\u4f18\u5316\u7b97\u6cd5\uff08\u5982\u9057\u4f20\u7b97\u6cd5\u3001\u7c92\u5b50\u7fa4\u4f18\u5316\uff09\u62df\u5408\u6a21\u578b\u53c2\u6570\uff0c\u4f7f\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff08\u7194\u70b9\u3001\u76f8\u53d8\u70ed\u3001\u70ed\u5bb9\u66f2\u7ebf\uff09\u9ad8\u5ea6\u4e00\u81f4\u3002 \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u4f20\u64ad\u5206\u6790\uff0c\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u7684\u654f\u611f\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n- **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u66f4\u65b0** \n - \u5229\u7528DFT\u8ba1\u7b97\u548cMD\u6a21\u62df\u6570\u636e\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u3002 \n - \u8bbe\u8ba1\u81ea\u52a8\u5316\u6a21\u578b\u66f4\u65b0\u673a\u5236\uff0c\u652f\u6301\u65b0\u6570\u636e\u8f93\u5165\u540e\u6a21\u578b\u53c2\u6570\u81ea\u9002\u5e94\u8c03\u6574\u3002\n\n---\n\n### \u4e09\u3001\u7b97\u6cd5\u5b9e\u73b0\u5efa\u8bae\u4e0e\u6280\u672f\u8def\u7ebf\n\n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\u4e3a\u4e3b\uff0c\u7ed3\u5408NumPy\u3001SciPy\u3001scikit-image\u3001PyMC3\uff08\u8d1d\u53f6\u65af\u63a8\u65ad\uff09\u3001TensorFlow/PyTorch\uff08\u6df1\u5ea6\u5b66\u4e60\u56fe\u50cf\u5904\u7406\uff09 \n- **\u5e76\u884c\u8ba1\u7b97**\uff1a\u5229\u7528GPU\u52a0\u901f\u56fe\u50cf\u5904\u7406\u548c\u5927\u89c4\u6a21\u62df\u5408\u8ba1\u7b97 \n- **\u6570\u636e\u63a5\u53e3**\uff1a\u5229\u7528HDF5\u683c\u5f0f\u9ad8\u6548\u8bfb\u5199\uff0c\u8c03\u7528\u9884\u5904\u7406\u6570\u636e\u4e0e\u6a21\u62df\u6570\u636eAPI\u63a5\u53e3 \n- **\u7ed3\u679c\u53ef\u89c6\u5316**\uff1a\u96c6\u6210Matplotlib\u3001Plotly\uff0c\u52a8\u6001\u5c55\u793a\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u7a7a\u95f4\u6f14\u53d8\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u7ed3\u679c \n- **\u8d28\u91cf\u63a7\u5236**\uff1a\u81ea\u52a8\u5316\u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5254\u9664\uff0c\u7ed3\u5408\u6e05\u6d17\u65e5\u5fd7\u5b9e\u73b0\u6570\u636e\u5904\u7406\u53ef\u8ffd\u6eaf\u6027\n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u672c\u65b9\u6848\u901a\u8fc7\u591a\u6e90\u6570\u636e\u878d\u5408\u4e0e\u7269\u7406\u7406\u8bba\u6307\u5bfc\uff0c\u8bbe\u8ba1\u4e86\u6db5\u76d6\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u52a8\u6001\u6f14\u53d8\u7684\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7b97\u6cd5\uff0c\u7ed3\u5408\u8d1d\u53f6\u65af\u63a8\u65ad\u4e0e\u591a\u76ee\u6807\u4f18\u5316\uff0c\u786e\u4fdd\u53c2\u6570\u63d0\u53d6\u7684\u51c6\u786e\u6027\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u3002\u540c\u65f6\uff0c\u91c7\u7528\u9ad8\u6548\u7684\u56fe\u50cf\u5904\u7406\u4e0e\u5e76\u884c\u8ba1\u7b97\u6280\u672f\uff0c\u63d0\u5347\u7b97\u6cd5\u7684\u8ba1\u7b97\u6548\u7387\u548c\u9002\u7528\u6027\uff0c\u4e3a\u540e\u7eed\u6570\u503c\u6a21\u62df\u548c\u6750\u6599\u6027\u80fd\u9884\u6d4b\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n\u8bf7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u786e\u8ba4\u8be5\u65b9\u6848\u7684\u5173\u952e\u6b65\u9aa4\u548c\u53c2\u6570\u9700\u6c42\uff0c\u4fbf\u4e8e\u8fdb\u4e00\u6b65\u7ec6\u5316\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u548c\u5f00\u5c55\u6279\u91cf\u6570\u636e\u5904\u7406\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\u7684\u53ef\u884c\u6027\u53ca\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u543b\u5408\u5ea6\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u7b97\u6cd5\u65b9\u6848\u6574\u4f53\u6846\u67b6\u5408\u7406\uff0c\u5145\u5206\u878d\u5408\u4e86\u591a\u6e90\u5b9e\u9a8c\u6570\u636e\u4e0e\u7269\u7406\u6a21\u578b\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u53ef\u884c\u6027\u548c\u79d1\u5b66\u6027\uff0c\u7279\u522b\u662f\u5728\u6676\u7c92\u5c3a\u5bf8\u4e0e\u6676\u754c\u80fd\u5bc6\u5ea6\u53cd\u6f14\u3001\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u65b9\u9762\uff0c\u4e0e\u73b0\u6709\u9884\u5904\u7406\u6570\u636e\u53caAI\u8f85\u52a9\u7ed3\u679c\u543b\u5408\u826f\u597d\u3002\n\n\u6539\u8fdb\u5efa\u8bae\uff1a\n1. \u6676\u7c92\u8fb9\u754c\u63d0\u53d6\u4e2d\u5efa\u8bae\u8fdb\u4e00\u6b65\u7ed3\u5408\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\u6a21\u578b\uff0c\u63d0\u5347\u590d\u6742\u5f62\u8c8c\u6676\u7c92\u7684\u8fb9\u754c\u8bc6\u522b\u51c6\u786e\u6027\uff0c\u51cf\u5c11\u4f20\u7edf\u56fe\u50cf\u5904\u7406\u5bf9\u566a\u58f0\u654f\u611f\u7684\u95ee\u9898\u3002\n2. \u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u5206\u6790\u53ef\u589e\u52a0\u57fa\u4e8e\u65f6\u7a7a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08ST-CNN\uff09\u7684\u5f02\u5e38\u68c0\u6d4b\uff0c\u589e\u5f3a\u5bf9\u975e\u5e73\u8861\u7f3a\u9677\u6001\u53ca\u7a81\u53d1\u76f8\u53d8\u7684\u6355\u6349\u80fd\u529b\uff0c\u63d0\u9ad8\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u7a33\u5b9a\u6027\u3002\n\n\u671f\u5f85\u4e0e\u7269\u7406\u5b66\u5bb6\u8fdb\u4e00\u6b65\u786e\u8ba4\u53c2\u6570\u7269\u7406\u610f\u4e49\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u5316\u7684\u7269\u7406\u5408\u7406\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\uff0c\u63d0\u9ad8\u7b97\u6cd5\u5bf9\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u7684\u8bc6\u522b\u80fd\u529b\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u539f\u6709\u7684\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5728\u6676\u7c92\u8fb9\u754c\u63d0\u53d6\u548c\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u5206\u6790\u4e24\u4e2a\u5173\u952e\u73af\u8282\u5f15\u5165\u5148\u8fdb\u7684\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\uff0c\u4ee5\u63d0\u5347\u7b97\u6cd5\u5bf9\u590d\u6742\u5fae\u89c2\u7ed3\u6784\u7684\u8bc6\u522b\u80fd\u529b\u548c\u5f02\u5e38\u68c0\u6d4b\u7684\u7075\u654f\u5ea6\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u63d0\u53d6\u7b97\u6cd5\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u7b97\u6cd5\u603b\u4f53\u6846\u67b6\uff08\u4fdd\u6301\u4e0d\u53d8\uff09\n\n1. **\u8f93\u5165\u6570\u636e** \n - \u9884\u5904\u7406\u540e\u7684\u5fae\u89c2\u7ed3\u6784\u591a\u5c3a\u5ea6\u56fe\u50cf\u6570\u636e\uff08SEM\u3001TEM\u3001EBSD\u3001\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\uff09 \n - AI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\uff08\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u7ec7\u6784\u53c2\u6570\u3001\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff09 \n - \u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff08\u7194\u70b9\u3001\u76f8\u53d8\u70ed\u3001\u70ed\u5bb9\u3001\u5bc6\u5ea6\u7b49\uff09 \n - \u6570\u503c\u6a21\u62df\u6570\u636e\uff08MD\u6a21\u62df\u3001DFT\u8ba1\u7b97\u3001\u76f8\u573a\u6a21\u578b\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff09\n\n2. **\u8f93\u51fa\u76ee\u6807** \n - \u5fae\u89c2\u7ed3\u6784\u5bf9\u5e94\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6676\u754c\u80fd\u5bc6\u5ea6\\(\\gamma\\)\u3001\u7f3a\u9677\u5f62\u6210\u7113\\(\\Delta H_f\\)\u3001\u7f3a\u9677\u5f62\u6210\u71b5\\(\\Delta S_f\\)\u3001\u52a8\u6001\u6bd4\u70ed\u54cd\u5e94\u53c2\u6570\u7b49\uff09 \n - \u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u4e0e\u5f02\u5e38\u68c0\u6d4b \n - \u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u7684\u53c2\u6570\u5316\u8868\u8fbe\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u6a21\u5757\u8bbe\u8ba1\uff08\u4f18\u5316\u90e8\u5206\u4e3a\u91cd\u70b9\uff09\n\n#### 1. \u6676\u7c92\u5c3a\u5bf8\u4e0e\u6676\u754c\u80fd\u5bc6\u5ea6\\(\\gamma\\)\u63d0\u53d6\u6a21\u5757\uff08\u4f18\u5316\uff09\n\n- **\u6570\u636e\u878d\u5408\u4e0e\u6676\u7c92\u8fb9\u754c\u63d0\u53d6** \n - \u5728\u539f\u6709\u57fa\u4e8e\u8fb9\u7f18\u68c0\u6d4b\u548c\u5206\u6c34\u5cad\u7b97\u6cd5\u7684\u4f20\u7edf\u56fe\u50cf\u5904\u7406\u57fa\u7840\u4e0a\uff0c\u65b0\u589e\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\u6a21\u578b\uff08\u5982U-Net\u3001DeepLabv3+\uff09\u7528\u4e8eSEM\u548cTEM\u56fe\u50cf\u7684\u6676\u7c92\u8fb9\u754c\u8bc6\u522b\u3002 \n - \u8bad\u7ec3\u6570\u636e\u96c6\u7ed3\u5408\u5df2\u6709\u9ad8\u8d28\u91cf\u6807\u6ce8\u6570\u636e\u53ca\u534a\u76d1\u7763\u5b66\u4e60\u7b56\u7565\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u590d\u6742\u6676\u7c92\u5f62\u8c8c\u548c\u566a\u58f0\u5e72\u6270\u7684\u9c81\u68d2\u6027\u3002 \n - \u8bed\u4e49\u5206\u5272\u7ed3\u679c\u4e0e\u4f20\u7edf\u65b9\u6cd5\u7ed3\u679c\u878d\u5408\uff0c\u901a\u8fc7\u7f6e\u4fe1\u5ea6\u52a0\u6743\u5b9e\u73b0\u8fb9\u754c\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u63d0\u5347\u3002 \n - \u7ed3\u5408EBSD\u6676\u7c92\u53d6\u5411\u6570\u636e\u8fdb\u884c\u8fb9\u754c\u9a8c\u8bc1\u548c\u7cbe\u7ec6\u8c03\u6574\uff0c\u786e\u4fdd\u6676\u7c92\u9762\u79ef\u548c\u5f62\u72b6\u53c2\u6570\u7684\u51c6\u786e\u8ba1\u7b97\u3002\n\n- **\u6676\u754c\u80fd\u5bc6\u5ea6\u4f30\u8ba1** \n - \u4fdd\u6301\u539f\u6709\u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u548c\u8d1d\u53f6\u65af\u63a8\u65ad\u7684\u6676\u754c\u80fd\u5bc6\u5ea6\u53cd\u6f14\u65b9\u6cd5\u3002 \n - \u6df1\u5ea6\u5b66\u4e60\u5206\u5272\u63d0\u5347\u7684\u8fb9\u754c\u63d0\u53d6\u7cbe\u5ea6\u76f4\u63a5\u63d0\u9ad8\u6676\u754c\u9762\u79ef\u8ba1\u7b97\u51c6\u786e\u6027\uff0c\u589e\u5f3a\u62df\u5408\u7ed3\u679c\u7684\u53ef\u9760\u6027\u3002\n\n- **\u6548\u7387\u4f18\u5316** \n - \u5229\u7528GPU\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u63a8\u65ad\u548c\u56fe\u50cf\u9884\u5904\u7406\uff0c\u786e\u4fdd\u9ad8\u541e\u5410\u91cf\u6279\u91cf\u6570\u636e\u5904\u7406\u80fd\u529b\u3002\n\n---\n\n#### 2. \u7f3a\u9677\u5bc6\u5ea6\u4e0e\u7f3a\u9677\u5f62\u6210\u7113\\(\\Delta H_f\\)\u3001\u71b5\\(\\Delta S_f\\)\u63d0\u53d6\u6a21\u5757\uff08\u4f18\u5316\uff09\n\n- **\u7f3a\u9677\u7a7a\u95f4-\u65f6\u95f4\u52a8\u6001\u6f14\u53d8\u5206\u6790** \n - \u5f15\u5165\u57fa\u4e8e\u65f6\u7a7a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08ST-CNN\uff09\u7684\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u9488\u5bf9\u9ad8\u6e29\u539f\u4f4d\u52a8\u6001\u56fe\u50cf\u548cEBSD\u5f02\u5e38\u70b9\u5e8f\u5217\u8fdb\u884c\u65f6\u7a7a\u7279\u5f81\u63d0\u53d6\u548c\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\u3002 \n - ST-CNN\u6a21\u578b\u80fd\u591f\u6355\u6349\u7f3a\u9677\u7684\u975e\u5e73\u8861\u6001\u7a81\u53d1\u53d8\u5316\u53ca\u590d\u6742\u6f14\u53d8\u89c4\u5f8b\uff0c\u589e\u5f3a\u5bf9\u7f3a\u9677\u8bf1\u5bfc\u76f8\u53d8\u548c\u7a81\u53d1\u5f02\u5e38\u5cf0\u7684\u68c0\u6d4b\u7075\u654f\u5ea6\u3002 \n - \u7ed3\u5408\u4f20\u7edf\u65f6\u5e8f\u805a\u7c7b\u548c\u7a7a\u95f4\u81ea\u76f8\u5173\u5206\u6790\uff0c\u5f62\u6210\u591a\u5c42\u6b21\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u8868\u5f81\u4f53\u7cfb\u3002\n\n- **\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408** \n - \u91c7\u7528\u539f\u6709\u57fa\u4e8e\u975e\u7ebf\u6027\u62df\u5408\uff08Levenberg-Marquardt\u3001MCMC\u91c7\u6837\uff09\u7684\u7f3a\u9677\u5f62\u6210\u7113\u548c\u71b5\u53c2\u6570\u63d0\u53d6\u65b9\u6cd5\u3002 \n - \u5229\u7528ST-CNN\u68c0\u6d4b\u7684\u5f02\u5e38\u65f6\u7a7a\u533a\u57df\uff0c\u5bf9\u62df\u5408\u6570\u636e\u8fdb\u884c\u52a0\u6743\uff0c\u63d0\u5347\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u7a33\u5b9a\u6027\u3002 \n - \u7ed3\u5408MD\u6a21\u62df\u6570\u636e\uff0c\u8fdb\u4e00\u6b65\u6821\u9a8c\u62df\u5408\u53c2\u6570\u7684\u5408\u7406\u6027\u3002\n\n- **\u5f02\u5e38\u70b9\u5904\u7406** \n - \u7ed3\u5408ST-CNN\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\u4e0e\u5df2\u6709\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u5f02\u5e38\u6570\u636e\u8fc7\u6ee4\uff0c\u4fdd\u8bc1\u62df\u5408\u7684\u7a33\u5065\u6027\u3002\n\n---\n\n#### 3. \u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\u53c2\u6570\u63d0\u53d6\u6a21\u5757\uff08\u4fdd\u6301\u4e0d\u53d8\uff09\n\n- \u7ee7\u7eed\u5229\u7528\u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u3001\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\u548cMD\u6a21\u62df\u80fd\u91cf\u5e8f\u5217\uff0c\u8ba1\u7b97\u6bd4\u70ed\u54cd\u5e94\u5e76\u8bc6\u522b\u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u8fc7\u7a0b\u3002\n\n---\n\n#### 4. \u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u5316\u6a21\u5757\uff08\u4fdd\u6301\u4e0d\u53d8\uff09\n\n- \u6784\u5efa\u603b\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u7ed3\u5408\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff0c\u5229\u7528\u591a\u76ee\u6807\u4f18\u5316\u7b97\u6cd5\u62df\u5408\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u6570\u636e\u7684\u9ad8\u5ea6\u4e00\u81f4\u3002\n\n---\n\n### \u4e09\u3001\u7b97\u6cd5\u5b9e\u73b0\u5efa\u8bae\u4e0e\u6280\u672f\u8def\u7ebf\uff08\u4f18\u5316\u8865\u5145\uff09\n\n- **\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6**\uff1aTensorFlow/PyTorch\u5b9e\u73b0\u8bed\u4e49\u5206\u5272\u548cST-CNN\u6a21\u578b\uff0c\u7ed3\u5408\u73b0\u6709\u56fe\u50cf\u5904\u7406\u5e93\uff08OpenCV\u3001scikit-image\uff09 \n- **\u8bad\u7ec3\u6570\u636e\u51c6\u5907**\uff1a\u5229\u7528\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u9ad8\u8d28\u91cf\u6807\u6ce8\u548c\u6e05\u6d17\u65e5\u5fd7\uff0c\u6784\u5efa\u8bad\u7ec3\u96c6\u548c\u9a8c\u8bc1\u96c6\uff0c\u91c7\u7528\u6570\u636e\u589e\u5f3a\u548c\u8fc1\u79fb\u5b66\u4e60\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b \n- **\u786c\u4ef6\u8d44\u6e90**\uff1aGPU\u96c6\u7fa4\u652f\u6301\u5927\u89c4\u6a21\u56fe\u50cf\u5904\u7406\u548c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad \n- **\u63a5\u53e3\u4e0e\u96c6\u6210**\uff1aHDF5\u6570\u636e\u63a5\u53e3\u7ee7\u7eed\u4f7f\u7528\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e0e\u4f20\u7edf\u7b97\u6cd5\u6a21\u5757\u65e0\u7f1d\u96c6\u6210\uff0c\u652f\u6301\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u5904\u7406 \n- **\u7ed3\u679c\u53ef\u89c6\u5316**\uff1a\u65b0\u589e\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8fb9\u754c\u5206\u5272\u7ed3\u679c\u548c\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\u7684\u53ef\u89c6\u5316\u5c55\u793a\uff0c\u4fbf\u4e8e\u4e13\u5bb6\u8bc4\u4f30\u4e0e\u9a8c\u8bc1\n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u672c\u6b21\u4f18\u5316\u901a\u8fc7\u5f15\u5165\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\u548c\u65f6\u7a7a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6676\u7c92\u8fb9\u754c\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u5f02\u5e38\u68c0\u6d4b\u7684\u7075\u654f\u5ea6\uff0c\u589e\u5f3a\u4e86\u6a21\u578b\u5bf9\u590d\u6742\u5fae\u89c2\u7ed3\u6784\u548c\u975e\u5e73\u8861\u7f3a\u9677\u6001\u7684\u9002\u5e94\u80fd\u529b\u3002\u7ed3\u5408\u8d1d\u53f6\u65af\u63a8\u65ad\u3001\u591a\u76ee\u6807\u4f18\u5316\u7b49\u6570\u503c\u65b9\u6cd5\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u79d1\u5b66\u6027\u548c\u53ef\u9760\u6027\u3002\u8be5\u65b9\u6848\u4e3a\u540e\u7eed\u6279\u91cf\u6570\u636e\u5904\u7406\u3001\u6570\u503c\u6a21\u62df\u6821\u9a8c\u53ca\u6750\u6599\u6027\u80fd\u9884\u6d4b\u63d0\u4f9b\u4e86\u66f4\u575a\u5b9e\u7684\u6280\u672f\u652f\u6301\u3002\n\n---\n\n\u8bf7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u786e\u8ba4\u6b64\u6b21\u4f18\u5316\u65b9\u6848\uff0c\u7279\u522b\u662f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u5e94\u7528\u65b9\u5411\u548c\u53c2\u6570\u9700\u6c42\uff0c\u4ee5\u4fbf\u5f00\u5c55\u6a21\u578b\u8bad\u7ec3\u548c\u7b97\u6cd5\u5b9e\u73b0\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6210\u679c\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u96c6\uff0c\u786e\u4fdd\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\uff0c\u63d0\u4ea4\u4f5c\u4e3a\u672c\u4efb\u52a1\u7684\u8f93\u51fa\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2", + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u591a\u6e90\u6570\u636e\u878d\u5408\u548c\u7279\u5f81\u63d0\u53d6\u65b9\u6848\uff0c\u7269\u7406\u5b66\u5bb6\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u7406\u8bba\u6a21\u578b\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u5e76\u4f18\u5316\u7684\u591a\u6a21\u5757\u7b97\u6cd5\u6846\u67b6\uff0c\u73b0\u6574\u5408\u5f62\u6210\u6700\u7ec8\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u96c6\u3002\u8be5\u6570\u636e\u96c6\u79d1\u5b66\u53cd\u6620\u4e86\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5176\u52a8\u6001\u6f14\u53d8\u7b49\u5173\u952e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u5e76\u8d4b\u4e88\u5176\u660e\u786e\u7684\u7269\u7406\u610f\u4e49\u548c\u70ed\u529b\u5b66\u53c2\u6570\u652f\u6301\uff0c\u5177\u5907\u826f\u597d\u7684\u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u5f02\u5e38\u5904\u7406\u673a\u5236\uff0c\u9002\u7528\u4e8e\u540e\u7eed\u6570\u503c\u6a21\u62df\u548c\u6750\u6599\u6027\u80fd\u5206\u6790\u3002\n\n\u4ee5\u4e0b\u662f\u6700\u7ec8\u6574\u5408\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u5185\u5bb9\uff1a\n\n```\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\n{\n \"\u6676\u7c92\u5c3a\u5bf8\u7279\u5f81\": {\n \"\u5206\u5e03\u53c2\u6570\": {\n \"\u5747\u503c\": value,\n \"\u4e2d\u4f4d\u6570\": value,\n \"\u6807\u51c6\u5dee\": value,\n \"\u504f\u5ea6\": value,\n \"\u5cf0\u5ea6\": value\n },\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": total_grain_boundary_area,\n \"\u6676\u7c92\u5f62\u72b6\u53c2\u6570\": {\n \"\u5f62\u72b6\u56e0\u5b50\": [...],\n \"\u7b49\u6548\u76f4\u5f84\": [...]\n },\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\": \"\u878d\u5408\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\uff08U-Net/DeepLabv3+\uff09\u4e0e\u4f20\u7edf\u56fe\u50cf\u5904\u7406\uff0c\u7ed3\u5408EBSD\u6676\u7c92\u53d6\u5411\u6570\u636e\u6821\u9a8c\",\n \"\u5f02\u5e38\u503c\u5254\u9664\": \"\u57fa\u4e8eAI\u8f85\u52a9\u6807\u8bb0\u53ca\u591a\u6a21\u578b\u7f6e\u4fe1\u5ea6\u52a0\u6743\u5254\u9664\u5f02\u5e38\u6676\u7c92\u5c3a\u5bf8\u6570\u636e\",\n \"\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\": uncertainty_metrics_for_grain_size\n },\n\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7f3a\u9677\u5bc6\u5ea6\u7a7a\u95f4\u5206\u5e03\": {\n \"\u5747\u503c\": value,\n \"\u65b9\u5dee\": value,\n \"\u7a7a\u95f4\u81ea\u76f8\u5173\u6307\u6807\": value\n },\n \"\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\": {\n \"\u7a7a\u4f4d\": {...},\n \"\u4f4d\u9519\": {...},\n \"\u5939\u6742\u7269\": {...}\n },\n \"\u52a8\u6001\u6f14\u53d8\u53c2\u6570\": {\n \"\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\": \"ST-CNN\",\n \"\u52a8\u6001\u6f14\u53d8\u89c4\u5f8b\": {...}\n },\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u5f62\u6210\u7113\u0394H_f\": value,\n \"\u5f62\u6210\u71b5\u0394S_f\": value,\n \"\u62df\u5408\u65b9\u6cd5\": \"\u975e\u7ebf\u6027\u62df\u5408\uff08Levenberg-Marquardt\u3001MCMC\u91c7\u6837\uff09\u52a0\u6743ST-CNN\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\",\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": uncertainty_metrics_for_defect_params\n },\n \"\u5f02\u5e38\u70b9\u5904\u7406\": \"\u7ed3\u5408\u5f02\u5e38\u5cf0\u6807\u8bb0\u548cST-CNN\u5f02\u5e38\u68c0\u6d4b\u5254\u9664\u5f02\u5e38\u6570\u636e\",\n \"\u6570\u636e\u8d28\u91cf\u63a7\u5236\": \"\u5229\u7528\u6e05\u6d17\u65e5\u5fd7\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\u53ca\u5f02\u5e38\u5cf0\u6807\u8bb0\"\n },\n\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": processed_heat_capacity_curve,\n \"\u6bd4\u70ed\u62df\u5408\u53c2\u6570\": {...},\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": {...},\n \"\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\": {\n \"\u77ac\u65f6\u6bd4\u70ed\": computed_values,\n \"MD\u6a21\u62df\u80fd\u91cf\u5e8f\u5217\": md_energy_time_series\n },\n \"\u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u8bc6\u522b\": {\n \"\u5f02\u5e38\u5cf0\u68c0\u6d4b\u65b9\u6cd5\": \"CUSUM\u53ca\u7edf\u8ba1\u5f02\u5e38\u68c0\u6d4b\",\n \"\u76f8\u53d8\u6e29\u5ea6\u53ca\u52a8\u529b\u5b66\u53c2\u6570\": {...}\n }\n },\n\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\": {\n \"\u603b\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\": \"G_total = G_bulk + \u03b3 * A + N_f * (\u0394H_f - T * \u0394S_f) + G_interaction(t)\",\n \"\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\": gamma_value_with_confidence_interval,\n \"\u7f3a\u9677\u6570\u91cfN_f\": total_defect_number,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": delta_H_f_value,\n \"\u0394S_f\": delta_S_f_value\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": time_dependent_interaction_function,\n \"\u53c2\u6570\u62df\u5408\u65b9\u6cd5\": \"\u591a\u76ee\u6807\u4f18\u5316\uff08\u9057\u4f20\u7b97\u6cd5\u3001\u7c92\u5b50\u7fa4\u4f18\u5316\uff09\u7ed3\u5408\u8d1d\u53f6\u65af\u63a8\u65ad\",\n \"\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\": sensitivity_analysis_results\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u8d28\u91cf\u63a7\u5236\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": detailed_records,\n \"\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\": comprehensive_uncertainty_metrics,\n \"\u6570\u636e\u8ffd\u6eaf\": \"\u57fa\u4e8e\u6e05\u6d17\u65e5\u5fd7\u53ca\u5f02\u5e38\u70b9\u6807\u8bb0\",\n \"\u6570\u636e\u683c\u5f0f\": \"HDF5\",\n \"\u63a5\u53e3\u6587\u6863\": {\n \"Python\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\",\n \"RESTful\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\"\n }\n },\n\n \"\u6280\u672f\u5b9e\u73b0\u8bf4\u660e\": {\n \"\u56fe\u50cf\u5904\u7406\": \"\u7ed3\u5408OpenCV\u3001scikit-image\u4e0e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff08TensorFlow/PyTorch\uff09\",\n \"\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\": {\n \"\u6676\u7c92\u8fb9\u754c\u5206\u5272\": \"U-Net/DeepLabv3+\",\n \"\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u5f02\u5e38\u68c0\u6d4b\": \"ST-CNN\"\n },\n \"\u6570\u503c\u62df\u5408\": \"Levenberg-Marquardt\u3001MCMC\u91c7\u6837\u3001\u591a\u76ee\u6807\u4f18\u5316\",\n \"\u5e76\u884c\u8ba1\u7b97\": \"GPU\u52a0\u901f\u56fe\u50cf\u5904\u7406\u53ca\u6a21\u578b\u63a8\u65ad\",\n \"\u53ef\u89c6\u5316\u5de5\u5177\": \"Matplotlib\u3001Plotly\"\n }\n}\n```\n\n\u8be5\u6570\u636e\u96c6\u5145\u5206\u4f53\u73b0\u4e86\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u91cf\u8026\u5408\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u79d1\u5b66\u6027\u3001\u7269\u7406\u5408\u7406\u6027\u548c\u5b9e\u7528\u6027\uff0c\u4e3a\u540e\u7eed\u6750\u6599\u6027\u80fd\u5206\u6790\u548c\u8bbe\u8ba1\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e", + "content": "{\n \"\u6676\u7c92\u5c3a\u5bf8\u7279\u5f81\": {\n \"\u5206\u5e03\u53c2\u6570\": {\n \"\u5747\u503c\": value,\n \"\u4e2d\u4f4d\u6570\": value,\n \"\u6807\u51c6\u5dee\": value,\n \"\u504f\u5ea6\": value,\n \"\u5cf0\u5ea6\": value\n },\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": total_grain_boundary_area,\n \"\u6676\u7c92\u5f62\u72b6\u53c2\u6570\": {\n \"\u5f62\u72b6\u56e0\u5b50\": [...],\n \"\u7b49\u6548\u76f4\u5f84\": [...]\n },\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\": \"\u878d\u5408\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\uff08U-Net/DeepLabv3+\uff09\u4e0e\u4f20\u7edf\u56fe\u50cf\u5904\u7406\uff0c\u7ed3\u5408EBSD\u6676\u7c92\u53d6\u5411\u6570\u636e\u6821\u9a8c\",\n \"\u5f02\u5e38\u503c\u5254\u9664\": \"\u57fa\u4e8eAI\u8f85\u52a9\u6807\u8bb0\u53ca\u591a\u6a21\u578b\u7f6e\u4fe1\u5ea6\u52a0\u6743\u5254\u9664\u5f02\u5e38\u6676\u7c92\u5c3a\u5bf8\u6570\u636e\",\n \"\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\": uncertainty_metrics_for_grain_size\n },\n\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7f3a\u9677\u5bc6\u5ea6\u7a7a\u95f4\u5206\u5e03\": {\n \"\u5747\u503c\": value,\n \"\u65b9\u5dee\": value,\n \"\u7a7a\u95f4\u81ea\u76f8\u5173\u6307\u6807\": value\n },\n \"\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\": {\n \"\u7a7a\u4f4d\": {...},\n \"\u4f4d\u9519\": {...},\n \"\u5939\u6742\u7269\": {...}\n },\n \"\u52a8\u6001\u6f14\u53d8\u53c2\u6570\": {\n \"\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\": \"ST-CNN\",\n \"\u52a8\u6001\u6f14\u53d8\u89c4\u5f8b\": {...}\n },\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u5f62\u6210\u7113\u0394H_f\": value,\n \"\u5f62\u6210\u71b5\u0394S_f\": value,\n \"\u62df\u5408\u65b9\u6cd5\": \"\u975e\u7ebf\u6027\u62df\u5408\uff08Levenberg-Marquardt\u3001MCMC\u91c7\u6837\uff09\u52a0\u6743ST-CNN\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\",\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": uncertainty_metrics_for_defect_params\n },\n \"\u5f02\u5e38\u70b9\u5904\u7406\": \"\u7ed3\u5408\u5f02\u5e38\u5cf0\u6807\u8bb0\u548cST-CNN\u5f02\u5e38\u68c0\u6d4b\u5254\u9664\u5f02\u5e38\u6570\u636e\",\n \"\u6570\u636e\u8d28\u91cf\u63a7\u5236\": \"\u5229\u7528\u6e05\u6d17\u65e5\u5fd7\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\u53ca\u5f02\u5e38\u5cf0\u6807\u8bb0\"\n },\n\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": processed_heat_capacity_curve,\n \"\u6bd4\u70ed\u62df\u5408\u53c2\u6570\": {...},\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": {...},\n \"\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\": {\n \"\u77ac\u65f6\u6bd4\u70ed\": computed_values,\n \"MD\u6a21\u62df\u80fd\u91cf\u5e8f\u5217\": md_energy_time_series\n },\n \"\u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u8bc6\u522b\": {\n \"\u5f02\u5e38\u5cf0\u68c0\u6d4b\u65b9\u6cd5\": \"CUSUM\u53ca\u7edf\u8ba1\u5f02\u5e38\u68c0\u6d4b\",\n \"\u76f8\u53d8\u6e29\u5ea6\u53ca\u52a8\u529b\u5b66\u53c2\u6570\": {...}\n }\n },\n\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\": {\n \"\u603b\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\": \"G_total = G_bulk + \u03b3 * A + N_f * (\u0394H_f - T * \u0394S_f) + G_interaction(t)\",\n \"\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\": gamma_value_with_confidence_interval,\n \"\u7f3a\u9677\u6570\u91cfN_f\": total_defect_number,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": delta_H_f_value,\n \"\u0394S_f\": delta_S_f_value\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": time_dependent_interaction_function,\n \"\u53c2\u6570\u62df\u5408\u65b9\u6cd5\": \"\u591a\u76ee\u6807\u4f18\u5316\uff08\u9057\u4f20\u7b97\u6cd5\u3001\u7c92\u5b50\u7fa4\u4f18\u5316\uff09\u7ed3\u5408\u8d1d\u53f6\u65af\u63a8\u65ad\",\n \"\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\": sensitivity_analysis_results\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u8d28\u91cf\u63a7\u5236\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": detailed_records,\n \"\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\": comprehensive_uncertainty_metrics,\n \"\u6570\u636e\u8ffd\u6eaf\": \"\u57fa\u4e8e\u6e05\u6d17\u65e5\u5fd7\u53ca\u5f02\u5e38\u70b9\u6807\u8bb0\",\n \"\u6570\u636e\u683c\u5f0f\": \"HDF5\",\n \"\u63a5\u53e3\u6587\u6863\": {\n \"Python\": \"\u63a5\u53e3\u8bf4\u660e\u6587\u6863\u94fe\u63a5\",\n \"RESTful\": 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},\n \"\u5f02\u5e38\u70b9\u5904\u7406\": \"\u7ed3\u5408\u5f02\u5e38\u5cf0\u6807\u8bb0\u548cST-CNN\u5f02\u5e38\u68c0\u6d4b\u5254\u9664\u5f02\u5e38\u6570\u636e\",\n \"\u6570\u636e\u8d28\u91cf\u63a7\u5236\": \"\u5229\u7528\u6e05\u6d17\u65e5\u5fd7\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\u53ca\u5f02\u5e38\u5cf0\u6807\u8bb0\"\n },\n\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\": processed_heat_capacity_curve,\n \"\u6bd4\u70ed\u62df\u5408\u53c2\u6570\": {...},\n \"\u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\": {...},\n \"\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\": {\n \"\u77ac\u65f6\u6bd4\u70ed\": computed_values,\n \"MD\u6a21\u62df\u80fd\u91cf\u5e8f\u5217\": md_energy_time_series\n },\n \"\u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u8bc6\u522b\": {\n \"\u5f02\u5e38\u5cf0\u68c0\u6d4b\u65b9\u6cd5\": \"CUSUM\u53ca\u7edf\u8ba1\u5f02\u5e38\u68c0\u6d4b\",\n \"\u76f8\u53d8\u6e29\u5ea6\u53ca\u52a8\u529b\u5b66\u53c2\u6570\": {...}\n }\n },\n\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\": {\n \"\u603b\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\": \"G_total = G_bulk + \u03b3 * A + N_f * (\u0394H_f - T * \u0394S_f) + G_interaction(t)\",\n \"\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\": gamma_value_with_confidence_interval,\n \"\u7f3a\u9677\u6570\u91cfN_f\": total_defect_number,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": delta_H_f_value,\n \"\u0394S_f\": delta_S_f_value\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": time_dependent_interaction_function,\n \"\u53c2\u6570\u62df\u5408\u65b9\u6cd5\": \"\u591a\u76ee\u6807\u4f18\u5316\uff08\u9057\u4f20\u7b97\u6cd5\u3001\u7c92\u5b50\u7fa4\u4f18\u5316\uff09\u7ed3\u5408\u8d1d\u53f6\u65af\u63a8\u65ad\",\n \"\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\": sensitivity_analysis_results\n },\n\n \"\u6570\u636e\u7ba1\u7406\u4e0e\u8d28\u91cf\u63a7\u5236\": {\n \"\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\": 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\u6676\u7c92\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\u53ca\u6570\u636e\u8d28\u91cf\u63a7\u5236\u6307\u6807\uff08\u878d\u5408\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\u7ed3\u679c\u548cEBSD\u6821\u9a8c\uff0c\u5f02\u5e38\u503c\u5254\u9664\u6807\u8bb0\uff09 \n- \u6676\u7c92\u5c3a\u5bf8\u6570\u636e\u7684\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807 \n\n2. \u7f3a\u9677\u7279\u5f81 \n- \u7f3a\u9677\u5bc6\u5ea6\u7684\u7a7a\u95f4\u5206\u5e03\u7edf\u8ba1\u91cf\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001\u7a7a\u95f4\u81ea\u76f8\u5173\u6307\u6807\uff09 \n- \u7f3a\u9677\u7c7b\u578b\u53ca\u5176\u7a7a\u95f4\u5206\u5e03\uff08\u7a7a\u4f4d\u3001\u4f4d\u9519\u3001\u5939\u6742\u7269\u7b49\uff09 \n- \u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff08\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4b\u6a21\u578bST-CNN\u8f93\u51fa\u7279\u5f81\u3001\u52a8\u6001\u6f14\u53d8\u89c4\u5f8b\u53c2\u6570\uff09 \n- \u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5f62\u6210\u7113\u0394H_f\u3001\u5f62\u6210\u71b5\u0394S_f\u53ca\u5176\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\uff09 \n- \u5f02\u5e38\u70b9\u5254\u9664\u548c\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4fe1\u606f \n\n3. \u52a8\u6001\u6f14\u53d8\u4e0e\u6bd4\u70ed\u54cd\u5e94\u7279\u5f81 \n- \u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u53ca\u62df\u5408\u53c2\u6570 \n- \u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff08\u5982\u76f8\u53d8\u6e29\u5ea6\u3001\u52a8\u529b\u5b66\u53c2\u6570\uff09 \n- \u80fd\u91cf\u6da8\u843d\u76f8\u5173\u53c2\u6570\uff08\u77ac\u65f6\u6bd4\u70ed\u3001MD\u6a21\u62df\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\uff09 \n- \u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u8bc6\u522b\u7684\u5f02\u5e38\u5cf0\u68c0\u6d4b\u7ed3\u679c \n\n4. \u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570 \n- \u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\u53ca\u5176\u7f6e\u4fe1\u533a\u95f4 \n- \u7f3a\u9677\u6570\u91cfN_f \n- \u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\uff08\u0394H_f\u3001\u0394S_f\uff09 \n- \u65f6\u53d8\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\u7684\u6570\u503c\u63cf\u8ff0\u6216\u53c2\u6570\u5316\u8868\u8fbe \n- \u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff08\u7528\u4e8e\u6a21\u578b\u8f93\u5165\u7279\u5f81\u7b5b\u9009\u548c\u6743\u91cd\u8c03\u6574\uff09 \n\n5. \u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807 \n- \u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\u548c\u6807\u8bb0\u4fe1\u606f\uff08\u7528\u4e8e\u6570\u636e\u6e05\u6d17\u548c\u6a21\u578b\u7a33\u5065\u6027\uff09 \n- \u5404\u7c7b\u53c2\u6570\u53ca\u7279\u5f81\u7684\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u6307\u6807 \n\n\u4e8c\u3001\u8f93\u5165\u7279\u5f81\u6784\u5efa\u5efa\u8bae\n\n- \u91c7\u7528\u7ed3\u6784\u5316\u7279\u5f81\u5411\u91cf\u5f62\u5f0f\uff0c\u5c06\u4e0a\u8ff0\u5404\u7c7b\u522b\u7279\u5f81\u6570\u503c\u5316\u3001\u6807\u51c6\u5316\uff0c\u7ec4\u5408\u4e3a\u6a21\u578b\u8f93\u5165\u3002 \n- \u5bf9\u65f6\u7a7a\u52a8\u6001\u7279\u5f81\uff08\u5982\u7f3a\u9677\u6f14\u53d8\u3001\u80fd\u91cf\u6da8\u843d\uff09\u91c7\u7528\u65f6\u5e8f\u6570\u636e\u7f16\u7801\uff08\u5982\u6ed1\u52a8\u7a97\u53e3\u7edf\u8ba1\u91cf\u3001\u65f6\u5e8f\u7279\u5f81\u63d0\u53d6\uff09\u6216\u76f4\u63a5\u8f93\u5165\u65f6\u5e8f\u6a21\u578b\u3002 \n- \u5bf9\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\u7ed3\u5408\u56fe\u50cf\u5206\u5272\u7ed3\u679c\uff0c\u6784\u5efa\u7a7a\u95f4\u7279\u5f81\u56fe\u6216\u56fe\u7ed3\u6784\u6570\u636e\uff0c\u4fbf\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6355\u6349\u7a7a\u95f4\u76f8\u5173\u6027\u3002 \n- \u878d\u5408\u591a\u5c3a\u5ea6\u4fe1\u606f\uff08\u5fae\u89c2\u6676\u7c92\u5c3a\u5ea6\u3001\u7f3a\u9677\u5c3a\u5ea6\u3001\u70ed\u529b\u5b66\u5c3a\u5ea6\uff09\u5f62\u6210\u591a\u6a21\u6001\u8f93\u5165\u3002 \n\n\u4e09\u3001\u603b\u7ed3\n\n\u57fa\u4e8e\u4e0a\u8ff0\u5206\u6790\uff0c\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u8f93\u5165\u7279\u5f81\u5e94\u8986\u76d6\u6676\u7c92\u7ed3\u6784\u3001\u7f3a\u9677\u7edf\u8ba1\u4e0e\u52a8\u6001\u6f14\u53d8\u3001\u70ed\u529b\u5b66\u54cd\u5e94\u53ca\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\uff0c\u8f85\u4ee5\u5b8c\u5584\u7684\u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\uff0c\u786e\u4fdd\u6a21\u578b\u8bad\u7ec3\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002\u4e0b\u4e00\u6b65\u53ef\u4e0e\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u534f\u540c\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u7279\u5f81\u5de5\u7a0b\u65b9\u6848\u548c\u6a21\u578b\u67b6\u6784\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u673a\u5668\u5b66\u4e60\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u9002\u5408\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684AI\u6a21\u578b\u67b6\u6784\u548c\u7b97\u6cd5\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u7279\u5f81\u8fdb\u884c\u8bbe\u8ba1\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u4e30\u5bcc\u4e14\u7ed3\u6784\u5316\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\uff0c\u4ee5\u53ca\u591a\u5c3a\u5ea6\u3001\u591a\u6a21\u6001\u7684\u8f93\u5165\u7279\u5f81\u9700\u6c42\uff0c\u6211\u5efa\u8bae\u8bbe\u8ba1\u4e00\u4e2a\u591a\u8f93\u5165\u3001\u591a\u4efb\u52a1\u7684\u6df7\u5408\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u67b6\u6784\uff0c\u5177\u4f53\u8bbe\u8ba1\u65b9\u6848\u5982\u4e0b\uff1a\n\n---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\u8bbe\u8ba1\n\n1. **\u591a\u6a21\u6001\u8f93\u5165\u878d\u5408\u67b6\u6784** \n - **\u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81\u5206\u652f**\uff1a\u5904\u7406\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\u3001\u7f3a\u9677\u7edf\u8ba1\u91cf\u3001\u70ed\u529b\u5b66\u53c2\u6570\u7b49\u6807\u91cf\u6216\u77e2\u91cf\u7279\u5f81\uff0c\u91c7\u7528\u591a\u5c42\u5168\u8fde\u63a5\u7f51\u7edc\uff08MLP\uff09\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u975e\u7ebf\u6027\u6620\u5c04\u3002 \n - **\u65f6\u5e8f\u52a8\u6001\u7279\u5f81\u5206\u652f**\uff1a\u5904\u7406\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\uff08ST-CNN\u8f93\u51fa\u7279\u5f81\uff09\u3001\u80fd\u91cf\u6da8\u843d\u65f6\u95f4\u5e8f\u5217\u3001\u6bd4\u70ed\u54cd\u5e94\u66f2\u7ebf\u7b49\u65f6\u5e8f\u6570\u636e\uff0c\u91c7\u7528\u65f6\u5e8f\u6a21\u578b\u5982\u53cc\u5411LSTM\u6216Transformer\u7f16\u7801\u5668\u63d0\u53d6\u65f6\u5e8f\u6a21\u5f0f\u3002 \n - **\u7a7a\u95f4\u56fe\u50cf\u7279\u5f81\u5206\u652f**\uff1a\u8f93\u5165\u6676\u7c92\u8fb9\u754c\u5206\u5272\u56fe\u3001\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u56fe\u7b49\uff0c\u5229\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff0c\u5982ResNet\u3001EfficientNet\uff09\u63d0\u53d6\u7a7a\u95f4\u7eb9\u7406\u548c\u5f62\u6001\u7279\u5f81\u3002 \n - **\u56fe\u7ed3\u6784\u6570\u636e\u5206\u652f**\uff08\u53ef\u9009\uff09\uff1a\u5982\u679c\u6709\u6676\u7c92\u53ca\u7f3a\u9677\u7684\u90bb\u63a5\u5173\u7cfb\uff0c\u53ef\u6784\u5efa\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u5206\u652f\uff0c\u6355\u6349\u7a7a\u95f4\u62d3\u6251\u7ed3\u6784\u548c\u76f8\u4e92\u4f5c\u7528\u3002 \n\n2. **\u591a\u5c3a\u5ea6\u7279\u5f81\u878d\u5408\u5c42** \n - \u5c06\u4e0a\u8ff0\u5404\u5206\u652f\u63d0\u53d6\u7684\u9ad8\u7ef4\u7279\u5f81\u5411\u91cf\u8fdb\u884c\u878d\u5408\uff0c\u91c7\u7528\u6ce8\u610f\u529b\u673a\u5236\uff08\u5982\u591a\u5934\u81ea\u6ce8\u610f\u529b\uff09\u6216\u95e8\u63a7\u878d\u5408\u6a21\u5757\uff0c\u5b9e\u73b0\u4e0d\u540c\u5c3a\u5ea6\u548c\u6a21\u6001\u4fe1\u606f\u7684\u52a0\u6743\u6574\u5408\u3002 \n\n3. **\u591a\u4efb\u52a1\u8f93\u51fa\u5c42** \n - \u8bbe\u8ba1\u591a\u4e2a\u8f93\u51fa\u5934\uff0c\u5206\u522b\u9884\u6d4b\uff1a \n - \u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u6027\u8d28\uff08\u5982\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u9884\u6d4b\u3001\u7f3a\u9677\u5bc6\u5ea6\u9884\u6d4b\uff09 \n - \u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u7ed3\u679c\uff08\u0394H_f\u3001\u0394S_f\u7b49\uff09 \n - \u52a8\u6001\u6f14\u53d8\u8d8b\u52bf\u4e0e\u76f8\u53d8\u52a8\u529b\u5b66\u53c2\u6570 \n - \u901a\u8fc7\u591a\u4efb\u52a1\u5b66\u4e60\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u7279\u5f81\u5171\u4eab\u6548\u7387\u3002 \n\n---\n\n### \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u4e0e\u6280\u672f\u7ec6\u8282\n\n1. **\u7279\u5f81\u9884\u5904\u7406\u4e0e\u7f16\u7801** \n - \u6807\u91cf\u7279\u5f81\u5f52\u4e00\u5316\uff08Z-score\u6216Min-Max\uff09 \n - \u65f6\u5e8f\u6570\u636e\u91c7\u7528\u6ed1\u52a8\u7a97\u53e3\u548c\u9891\u57df\u7279\u5f81\u63d0\u53d6\uff08FFT\u3001\u5c0f\u6ce2\u53d8\u6362\uff09\u8f85\u52a9\u7f16\u7801 \n - \u56fe\u50cf\u6570\u636e\u9884\u5904\u7406\u5305\u62ec\u589e\u5f3a\u3001\u6807\u51c6\u5316\uff0c\u5229\u7528\u9884\u8bad\u7ec3CNN\u6743\u91cd\u5fae\u8c03 \n\n2. **\u6a21\u578b\u8bad\u7ec3\u7b56\u7565** \n - \u635f\u5931\u51fd\u6570\u8bbe\u8ba1\uff1a\u7ed3\u5408\u56de\u5f52\u635f\u5931\uff08MSE\u3001MAE\uff09\u548c\u5206\u7c7b\u635f\u5931\uff08\u5982\u7f3a\u9677\u5f02\u5e38\u8bc6\u522b\uff09 \n - \u52a0\u5165\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\uff08\u5982MC Dropout\u6216\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\uff09\u4ee5\u91cf\u5316\u9884\u6d4b\u7f6e\u4fe1\u5ea6 \n - \u91c7\u7528\u591a\u76ee\u6807\u4f18\u5316\u7b56\u7565\uff0c\u5229\u7528\u5b9e\u9a8c\u6570\u636e\u4e2d\u7684\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u52a0\u6743\u635f\u5931\u51fd\u6570\uff0c\u63d0\u9ad8\u6a21\u578b\u9c81\u68d2\u6027 \n\n3. **\u6a21\u578b\u89e3\u91ca\u4e0e\u654f\u611f\u6027\u5206\u6790** \n - \u5229\u7528SHAP\u3001Integrated Gradients\u7b49\u53ef\u89e3\u91caAI\u65b9\u6cd5\uff0c\u5206\u6790\u8f93\u5165\u7279\u5f81\u5bf9\u8f93\u51fa\u7684\u8d21\u732e \n - \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u8c03\u6574\u6a21\u578b\u6743\u91cd\u548c\u7ed3\u6784 \n\n4. **\u5e76\u884c\u8ba1\u7b97\u4e0e\u52a0\u901f** \n - GPU\u52a0\u901f\u8bad\u7ec3\u4e0e\u63a8\u65ad\uff0c\u5229\u7528\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u63d0\u5347\u6548\u7387 \n - \u6a21\u578b\u90e8\u7f72\u8003\u8651\u63a5\u53e3\u517c\u5bb9\u6027\uff08Python API\u3001RESTful\u670d\u52a1\uff09 \n\n---\n\n### \u4e09\u3001\u6a21\u578b\u8bbe\u8ba1\u793a\u610f\u56fe\uff08\u6587\u5b57\u63cf\u8ff0\uff09\n\n```\n[\u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81] --> [MLP\u7f16\u7801\u5668] --------\\\n \\\n[\u65f6\u5e8f\u52a8\u6001\u7279\u5f81] --> [LSTM/Transformer\u7f16\u7801\u5668] --> [\u591a\u6a21\u6001\u878d\u5408\u5c42] --> [\u591a\u4efb\u52a1\u8f93\u51fa\u5c42]\n /\n[\u7a7a\u95f4\u56fe\u50cf\u7279\u5f81] --> [CNN\u7f16\u7801\u5668] ------------/\n\n\uff08\u53ef\u9009\uff09\n[\u56fe\u7ed3\u6784\u6570\u636e] --> [GNN\u7f16\u7801\u5668] ------------/\n```\n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u8be5\u67b6\u6784\u517c\u987e\u4e86\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u591a\u6e90\u5f02\u6784\u6570\u636e\u7279\u70b9\uff0c\u878d\u5408\u4e86\u7ed3\u6784\u5316\u6570\u503c\u3001\u65f6\u5e8f\u52a8\u6001\u548c\u7a7a\u95f4\u56fe\u50cf\u4fe1\u606f\uff0c\u4e14\u652f\u6301\u591a\u4efb\u52a1\u8054\u5408\u8bad\u7ec3\uff0c\u80fd\u591f\u5145\u5206\u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u5173\u952e\u7279\u5f81\u548c\u53c2\u6570\uff0c\u63d0\u5347\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u540c\uff0c\u57fa\u4e8e\u6b64\u67b6\u6784\u8bbe\u8ba1\u5177\u4f53\u7684\u7279\u5f81\u5de5\u7a0b\u6d41\u7a0b\u548c\u8bad\u7ec3\u65b9\u6848\uff0c\u5f00\u5c55\u6a21\u578b\u539f\u578b\u5f00\u53d1\u4e0e\u9a8c\u8bc1\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6a21\u578b\u5c42\u6570\u3001\u53c2\u6570\u914d\u7f6e\u53ca\u8bad\u7ec3\u4f2a\u4ee3\u7801\u793a\u4f8b\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u8f85\u52a9AI\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u9a8c\u8bc1\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u9488\u5bf9\u5f53\u524d\u4efb\u52a1\uff0c\u6211\u5c06\u63d0\u51fa\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u8f85\u52a9AI\u6a21\u578b\u8bad\u7ec3\u548c\u9a8c\u8bc1\uff0c\u5177\u4f53\u65b9\u6848\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u76ee\u6807\u4e0e\u4f5c\u7528 \n\u5229\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u6a21\u62df\uff08\u5982\u5206\u5b50\u52a8\u529b\u5b66MD\u3001\u8499\u7279\u5361\u6d1bMC\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7b49\uff09\u83b7\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5982\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\u3001\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u3001\u5f62\u6210\u71b5\u0394S_f\u3001\u7f3a\u9677\u4ea4\u4e92\u4f5c\u7528\u80fd\u7b49\uff09\uff0c\u4e3aAI\u6a21\u578b\u63d0\u4f9b\u51c6\u786e\u7684\u7269\u7406\u7ea6\u675f\u548c\u6807\u6ce8\u6570\u636e\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u9884\u6d4b\u51c6\u786e\u5ea6\u3002\n\n\u4e8c\u3001\u5177\u4f53\u65b9\u6cd5\u4e0e\u6d41\u7a0b\n\n1. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df** \n- \u5229\u7528\u5408\u9002\u7684\u52bf\u51fd\u6570\uff08EAM\u3001MEAM\u3001ReaxFF\u7b49\uff09\u6784\u5efa\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u6676\u7c92\u8fb9\u754c\u3001\u7f3a\u9677\u7ed3\u6784\u7684\u539f\u5b50\u6a21\u578b\u3002 \n- \u6a21\u62df\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u7cfb\u7edf\u6f14\u5316\uff0c\u8ba1\u7b97\u4f53\u7cfb\u603b\u80fd\u91cf\u3001\u6676\u754c\u80fd\u3001\u7f3a\u9677\u5f62\u6210\u80fd\u7b49\u70ed\u529b\u5b66\u91cf\u3002 \n- \u901a\u8fc7\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u7ed3\u5408\u6bd4\u70ed\u54cd\u5e94\u6570\u636e\uff0c\u63d0\u53d6\u77ac\u65f6\u6bd4\u70ed\u548c\u80fd\u91cf\u6da8\u843d\u7279\u5f81\u3002 \n- \u5229\u7528MD\u6a21\u62df\u7ed3\u679c\u4f5c\u4e3aAI\u6a21\u578b\u7684\u8bad\u7ec3\u6807\u7b7e\u6216\u9a8c\u8bc1\u6570\u636e\uff0c\u6821\u9a8c\u6a21\u578b\u5bf9\u52a8\u6001\u6f14\u53d8\u7684\u9884\u6d4b\u80fd\u529b\u3002 \n\n2. **\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df** \n- \u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u6846\u67b6\uff0c\u6a21\u62df\u7f3a\u9677\u7684\u5f62\u6210\u3001\u8fc1\u79fb\u53ca\u805a\u96c6\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5f62\u6210\u7113\u0394H_f\u3001\u5f62\u6210\u71b5\u0394S_f\uff09\u3002 \n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u578b\uff0c\u6a21\u62df\u6676\u754c\u53ca\u7f3a\u9677\u4ea4\u4e92\u4f5c\u7528\uff0c\u62df\u5408\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u7684\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\u3002 \n- \u91c7\u7528\u975e\u7ebf\u6027\u62df\u5408\u65b9\u6cd5\uff08Levenberg-Marquardt\u3001MCMC\u91c7\u6837\uff09\u5bf9MC\u6a21\u62df\u6570\u636e\u8fdb\u884c\u53c2\u6570\u63d0\u53d6\uff0c\u8bc4\u4f30\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\u3002 \n\n3. **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09** \n- \u9488\u5bf9\u5173\u952e\u7f3a\u9677\u7ed3\u6784\u548c\u6676\u754c\u6a21\u578b\uff0c\u8fdb\u884c\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u8ba1\u7b97\uff0c\u83b7\u53d6\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u7535\u5b50\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002 \n- \u7ed3\u5408\u632f\u52a8\u6a21\u6001\u5206\u6790\uff0c\u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u71b5\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002 \n- \u4e3aMD\u548cMC\u6a21\u62df\u63d0\u4f9b\u52bf\u51fd\u6570\u53c2\u6570\u7684\u6821\u51c6\u548c\u9a8c\u8bc1\u4f9d\u636e\u3002 \n\n4. **\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df** \n- \u7ed3\u5408\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u6784\u5efa\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u6574\u4f53\u70ed\u529b\u5b66\u884c\u4e3a\u3002 \n- \u5229\u7528\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u578b\u5bf9\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u80fd\u529b\u3002 \n\n\u4e09\u3001\u8f85\u52a9AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u7b56\u7565\n\n1. **\u6570\u636e\u878d\u5408** \n- \u5c06\u6570\u503c\u6a21\u62df\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5176\u4e0d\u786e\u5b9a\u5ea6\u4f5c\u4e3aAI\u6a21\u578b\u7684\u6807\u7b7e\u6216\u8f85\u52a9\u7279\u5f81\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u7ea6\u675f\u3002 \n- \u5229\u7528\u6a21\u62df\u6570\u636e\u6269\u5145\u8bad\u7ec3\u96c6\uff0c\u5c24\u5176\u5728\u5b9e\u9a8c\u6570\u636e\u7a00\u7f3a\u6216\u4e0d\u786e\u5b9a\u5ea6\u8f83\u9ad8\u7684\u533a\u57df\uff0c\u63d0\u9ad8\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n\n2. **\u7269\u7406\u7ea6\u675f\u5d4c\u5165** \n- \u5728AI\u6a21\u578b\u635f\u5931\u51fd\u6570\u4e2d\u5f15\u5165\u7269\u7406\u7ea6\u675f\u9879\uff08\u5982\u80fd\u91cf\u5b88\u6052\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u6761\u4ef6\uff09\uff0c\u7ed3\u5408\u6a21\u62df\u7ed3\u679c\u6307\u5bfc\u6a21\u578b\u8bad\u7ec3\u3002 \n- \u5229\u7528\u6a21\u62df\u6570\u636e\u8fdb\u884c\u6a21\u578b\u8f93\u51fa\u7684\u540e\u9a8c\u6821\u9a8c\uff0c\u786e\u4fdd\u9884\u6d4b\u7ed3\u679c\u7b26\u5408\u7269\u7406\u89c4\u5f8b\u3002 \n\n3. **\u6a21\u578b\u9a8c\u8bc1** \n- \u901a\u8fc7\u6a21\u62df\u7ed3\u679c\u4e0eAI\u6a21\u578b\u9884\u6d4b\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8bc4\u4f30\u6a21\u578b\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002 \n- \u5229\u7528\u6a21\u62df\u6570\u636e\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u6a21\u578b\u5bf9\u5173\u952e\u53c2\u6570\u7684\u54cd\u5e94\uff0c\u6307\u5bfc\u6a21\u578b\u4f18\u5316\u3002 \n\n\u56db\u3001\u6280\u672f\u5b9e\u73b0\u5efa\u8bae\n\n- 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\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u83b7\u53d6\u7684\u9ad8\u8d28\u91cf\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4e0d\u4ec5\u4e3a\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\u548c\u4e30\u5bcc\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u8fd8\u80fd\u901a\u8fc7\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u8f85\u52a9\u6a21\u578b\u7684\u9a8c\u8bc1\u548c\u4f18\u5316\uff0c\u663e\u8457\u63d0\u5347AI\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u4e0b\u4e00\u6b65\u53ef\u4e0e\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u534f\u540c\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6570\u503c\u6a21\u62df\u6570\u636e\u96c6\u6210\u65b9\u6848\u53ca\u6a21\u578b\u8bad\u7ec3\u6d41\u7a0b\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": 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\u6570\u503c\u6a21\u62df\u65b9\u6848\u5229\u7528\u6210\u719f\u7684\u5f00\u6e90\u8f6f\u4ef6\u548c\u9ad8\u6027\u80fd\u8ba1\u7b97\u8d44\u6e90\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u53c2\u6570\u6821\u51c6\uff0c\u5b8c\u5168\u53ef\u884c\u4e14\u80fd\u6709\u6548\u8865\u5145\u5b9e\u9a8c\u6570\u636e\u4e0d\u8db3\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u4e24\u8005\u65b9\u6848\u5728\u7269\u7406\u57fa\u7840\u548c\u5b9e\u9a8c\u5b9e\u73b0\u4e0a\u9ad8\u5ea6\u5951\u5408\uff0c\u5efa\u8bae\u5c3d\u5feb\u5f00\u5c55\u8054\u5408\u7279\u5f81\u5de5\u7a0b\u8bbe\u8ba1\u4e0e\u6a21\u62df\u6570\u636e\u96c6\u6210\uff0c\u63a8\u52a8AI\u6a21\u578b\u539f\u578b\u5f00\u53d1\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u673a\u5668\u5b66\u4e60\u4e13\u5bb6", + "Description": 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\u91c7\u7528\u53cc\u5411Transformer\u7f16\u7801\u5668\u66ff\u4ee3\u5355\u7eafLSTM\uff0c\u63d0\u5347\u65f6\u5e8f\u4f9d\u8d56\u6355\u6349\u80fd\u529b\u3002\u65f6\u5e8f\u8f93\u5165\u5305\u62ec\u7f3a\u9677\u52a8\u6001\u6f14\u53d8ST-CNN\u7279\u5f81\u3001\u80fd\u91cf\u6da8\u843d\u65f6\u95f4\u5e8f\u5217\u3001\u6bd4\u70ed\u54cd\u5e94\u66f2\u7ebf\u7b49\u3002\u7ed3\u5408\u9891\u57df\u7279\u5f81\uff08FFT\u3001\u5c0f\u6ce2\u53d8\u6362\uff09\u8f85\u52a9\u7f16\u7801\uff0c\u589e\u5f3a\u65f6\u5e8f\u4fe1\u606f\u8868\u8fbe\u3002\n\n- **\u7a7a\u95f4\u56fe\u50cf\u7279\u5f81\u5206\u652f** \n \u57fa\u4e8e\u9884\u8bad\u7ec3EfficientNet\u67b6\u6784\u5fae\u8c03\u6676\u7c92\u8fb9\u754c\u5206\u5272\u56fe\u548c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u56fe\uff0c\u91c7\u7528\u591a\u5c3a\u5ea6\u5377\u79ef\u6a21\u5757\u63d0\u53d6\u4e30\u5bcc\u7a7a\u95f4\u7eb9\u7406\u3002\u65b0\u589e\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\uff08\u5982SE\u5757\uff09\u4ee5\u7a81\u51fa\u5173\u952e\u533a\u57df\u7279\u5f81\u3002\n\n- **\u56fe\u7ed3\u6784\u6570\u636e\u5206\u652f\uff08\u53ef\u9009\uff09** \n \u5229\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\uff0c\u8f93\u5165\u6676\u7c92\u53ca\u7f3a\u9677\u90bb\u63a5\u4fe1\u606f\uff0c\u6355\u83b7\u7a7a\u95f4\u62d3\u6251\u548c\u76f8\u4e92\u4f5c\u7528\u3002\u56fe\u8282\u70b9\u7279\u5f81\u878d\u5408\u7ed3\u6784\u5316\u6570\u636e\u548c\u56fe\u50cf\u7279\u5f81\uff0c\u63d0\u5347\u7a7a\u95f4\u5173\u8054\u5efa\u6a21\u80fd\u529b\u3002\n\n2. **\u591a\u5c3a\u5ea6\u7279\u5f81\u878d\u5408\u5c42**\n\n- \u5f15\u5165\u591a\u5934\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5b9e\u73b0\u4e0d\u540c\u6a21\u6001\u7279\u5f81\u7684\u52a8\u6001\u52a0\u6743\u878d\u5408\u3002 \n- \u878d\u5408\u5c42\u4e2d\u5d4c\u5165\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u8c03\u6574\u6ce8\u610f\u529b\u6743\u91cd\u5206\u5e03\uff0c\u4f18\u5148\u5173\u6ce8\u5bf9\u9884\u6d4b\u5f71\u54cd\u5927\u7684\u5173\u952e\u7279\u5f81\u3002 \n- \u8bbe\u8ba1\u95e8\u63a7\u673a\u5236\u8fc7\u6ee4\u566a\u58f0\u548c\u5f02\u5e38\u7279\u5f81\uff0c\u63d0\u5347\u878d\u5408\u7279\u5f81\u7684\u7a33\u5b9a\u6027\u548c\u8868\u8fbe\u529b\u3002\n\n3. **\u591a\u4efb\u52a1\u8f93\u51fa\u5c42**\n\n- \u8bbe\u8ba1\u4e09\u4e2a\u4e3b\u8981\u8f93\u51fa\u5934\uff1a \n - \u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\u9884\u6d4b\uff08\u56de\u5f52\u4efb\u52a1\uff09 \n - \u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\uff08\u0394H_f\u3001\u0394S_f\u7b49\uff0c\u56de\u5f52\u4efb\u52a1\uff09 \n - \u52a8\u6001\u6f14\u53d8\u8d8b\u52bf\u53ca\u76f8\u53d8\u52a8\u529b\u5b66\u53c2\u6570\u9884\u6d4b\uff08\u56de\u5f52\u4e0e\u5206\u7c7b\u6df7\u5408\u4efb\u52a1\uff09 \n- \u91c7\u7528\u81ea\u9002\u5e94\u591a\u4efb\u52a1\u635f\u5931\u6743\u91cd\u8c03\u6574\u7b56\u7565\uff08\u5982Uncertainty Weighting\uff09\uff0c\u52a8\u6001\u5e73\u8861\u5404\u4efb\u52a1\u8bad\u7ec3\u8fdb\u5ea6\uff0c\u4fc3\u8fdb\u4efb\u52a1\u95f4\u6b63\u5411\u534f\u540c\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u4e0e\u8bad\u7ec3\u7b56\u7565\u4f18\u5316\n\n1. **\u7279\u5f81\u9884\u5904\u7406\u4e0e\u7f16\u7801**\n\n- \u6807\u91cf\u7279\u5f81\u8fdb\u884cZ-score\u5f52\u4e00\u5316\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u4f5c\u4e3a\u6743\u91cd\u8f93\u5165\u3002 \n- \u65f6\u5e8f\u6570\u636e\u901a\u8fc7\u6ed1\u52a8\u7a97\u53e3\u622a\u53d6\uff0c\u7ed3\u5408\u9891\u57df\u7279\u5f81\uff08FFT\u3001\u5c0f\u6ce2\u53d8\u6362\uff09\u4e30\u5bcc\u65f6\u5e8f\u8868\u8fbe\u3002 \n- \u56fe\u50cf\u6570\u636e\u91c7\u7528\u6570\u636e\u589e\u5f3a\uff08\u65cb\u8f6c\u3001\u88c1\u526a\u3001\u5bf9\u6bd4\u5ea6\u8c03\u6574\uff09\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n- \u56fe\u7ed3\u6784\u6570\u636e\u8282\u70b9\u548c\u8fb9\u7279\u5f81\u6807\u51c6\u5316\uff0c\u7ed3\u5408\u90bb\u63a5\u77e9\u9635\u6784\u5efa\u56fe\u8f93\u5165\u3002\n\n2. **\u635f\u5931\u51fd\u6570\u4e0e\u8bad\u7ec3**\n\n- \u7ed3\u5408\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\u3001\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\uff08MAE\uff09\u548c\u4ea4\u53c9\u71b5\u635f\u5931\uff0c\u9488\u5bf9\u4e0d\u540c\u8f93\u51fa\u4efb\u52a1\u8bbe\u8ba1\u591a\u76ee\u6807\u635f\u5931\u51fd\u6570\u3002 \n- \u5f15\u5165\u57fa\u4e8e\u4e0d\u786e\u5b9a\u5ea6\u7684\u52a0\u6743\u635f\u5931\uff1a\u5bf9\u5b9e\u9a8c\u6570\u636e\u4e2d\u4e0d\u786e\u5b9a\u5ea6\u9ad8\u7684\u6837\u672c\u8d4b\u4e88\u8f83\u4f4e\u6743\u91cd\uff0c\u964d\u4f4e\u5f02\u5e38\u6570\u636e\u5f71\u54cd\u3002 \n- \u7269\u7406\u7ea6\u675f\u635f\u5931\u9879\uff1a\u5c06\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u7684\u70ed\u529b\u5b66\u7269\u7406\u7ea6\u675f\uff08\u5982\u80fd\u91cf\u5b88\u6052\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff09\u4ee5\u8f6f\u7ea6\u675f\u5f62\u5f0f\u52a0\u5165\u635f\u5931\u51fd\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u91c7\u7528\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u548c\u68af\u5ea6\u7d2f\u79ef\uff0c\u63d0\u5347\u8bad\u7ec3\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002\n\n3. **\u6a21\u578b\u4e0d\u786e\u5b9a\u5ea6\u4e0e\u89e3\u91ca\u6027**\n\n- \u91c7\u7528MC Dropout\u548c\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u6280\u672f\uff0c\u91cf\u5316\u6a21\u578b\u9884\u6d4b\u4e0d\u786e\u5b9a\u5ea6\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7ed3\u679c\u5224\u5b9a\u3002 \n- \u5229\u7528SHAP\u503c\u548cIntegrated Gradients\u5206\u6790\u8f93\u5165\u7279\u5f81\u5bf9\u5404\u4efb\u52a1\u8f93\u51fa\u7684\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u6307\u5bfc\u7279\u5f81\u4f18\u5316\u548c\u6a21\u578b\u8c03\u6574\u3002\n\n4. **\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u6d41\u7a0b**\n\n- \u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u6a21\u62df\u6570\u636e\u4f5c\u4e3a\u8bad\u7ec3\u548c\u9a8c\u8bc1\u96c6\uff0c\u589e\u5f3a\u6a21\u578b\u7269\u7406\u57fa\u7840\u3002 \n- \u5229\u7528\u4ea4\u53c9\u9a8c\u8bc1\u548c\u65e9\u505c\u673a\u5236\u9632\u6b62\u8fc7\u62df\u5408\uff0c\u786e\u4fdd\u6a21\u578b\u7a33\u5065\u6027\u3002 \n- \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u52a8\u6001\u76d1\u63a7\u5404\u4efb\u52a1\u635f\u5931\u548c\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\uff0c\u53ca\u65f6\u8c03\u6574\u8bad\u7ec3\u53c2\u6570\u3002\n\n---\n\n### \u4e09\u3001\u6280\u672f\u5b9e\u73b0\u4e0e\u90e8\u7f72\u5efa\u8bae\n\n- \u91c7\u7528TensorFlow\u6216PyTorch\u6846\u67b6\u5b9e\u73b0\uff0c\u5229\u7528GPU\u96c6\u7fa4\u8fdb\u884c\u52a0\u901f\u8bad\u7ec3\u3002 \n- \u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65ad\u652f\u6301\u6df7\u5408\u7cbe\u5ea6\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002 \n- \u63d0\u4f9bPython\u63a5\u53e3\u548cRESTful API\uff0c\u65b9\u4fbf\u4e0e\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u548c\u8ba1\u7b97\u6a21\u62df\u8f6f\u4ef6\u96c6\u6210\u3002 \n- \u8bbe\u8ba1\u53ef\u89c6\u5316\u5de5\u5177\uff08\u57fa\u4e8eMatplotlib\u3001Plotly\uff09\u5c55\u793a\u6a21\u578b\u9884\u6d4b\u7ed3\u679c\u3001\u7279\u5f81\u8d21\u732e\u53ca\u4e0d\u786e\u5b9a\u5ea6\uff0c\u652f\u6301\u51b3\u7b56\u5206\u6790\u3002\n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u5728\u539f\u6709\u591a\u6a21\u6001\u3001\u591a\u4efb\u52a1\u6df1\u5ea6\u5b66\u4e60\u67b6\u6784\u57fa\u7840\u4e0a\uff0c\u5f3a\u5316\u4e86\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u548c\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\uff0c\u4f18\u5316\u4e86\u591a\u6a21\u6001\u878d\u5408\u7b56\u7565\u548c\u591a\u4efb\u52a1\u8bad\u7ec3\u673a\u5236\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u590d\u6742\u7269\u7406\u8fc7\u7a0b\u7684\u6a21\u62df\u7cbe\u5ea6\u548c\u7a33\u5b9a\u6027\u3002\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u7ed3\u679c\u5177\u5907\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\u548c\u5b9e\u9a8c\u53ef\u884c\u6027\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u7acb\u5373\u542f\u52a8\u8054\u5408\u7279\u5f81\u5de5\u7a0b\u8bbe\u8ba1\u4e0e\u6a21\u578b\u539f\u578b\u5f00\u53d1\uff0c\u5f00\u5c55\u7cfb\u7edf\u6027\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u5de5\u4f5c\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6a21\u578b\u5c42\u6570\u914d\u7f6e\u3001\u8d85\u53c2\u6570\u8bbe\u7f6e\u53ca\u8bad\u7ec3\u4f2a\u4ee3\u7801\u793a\u4f8b\u3002\u6b22\u8fce\u6307\u793a\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u51c6\u786e\u53cd\u6620\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u53cd\u9988\u610f\u89c1\uff0c\u9488\u5bf9\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u8fdb\u884c\u6539\u8fdb\uff0c\u91cd\u70b9\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u7684\u8026\u5408\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u66f4\u597d\u5730\u8f85\u52a9AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u3002\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u5b8c\u6574\u65b9\u6848\uff1a\n\n## Improved version of \u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\n\n---\n\n### \u4e00\u3001\u76ee\u6807\u4e0e\u4f5c\u7528\n\n\u901a\u8fc7\u6539\u8fdb\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u7cbe\u786e\u83b7\u53d6\u4e0e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\u3001\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u3001\u5f62\u6210\u71b5\u0394S_f\u3001\u7f3a\u9677\u4ea4\u4e92\u4f5c\u7528\u80fd\u7b49\uff09\uff0c\u786e\u4fdd\u8fd9\u4e9b\u53c2\u6570\u80fd\u591f\u51c6\u786e\u53cd\u6620\u5b9e\u9a8c\u6d4b\u5f97\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u589e\u5f3aAI\u6a21\u578b\u7684\u7269\u7406\u7ea6\u675f\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n### \u4e8c\u3001\u5177\u4f53\u65b9\u6cd5\u4e0e\u6d41\u7a0b\u6539\u8fdb\n\n1. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df**\n\n- **\u52bf\u51fd\u6570\u4f18\u5316** \n \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u7ed3\u679c\uff0c\u6821\u51c6\u5e76\u4f18\u5316MD\u4f7f\u7528\u7684\u52bf\u51fd\u6570\uff08EAM\u3001MEAM\u3001ReaxFF\u7b49\uff09\uff0c\u786e\u4fdd\u5bf9\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u6676\u754c\u3001\u7f3a\u9677\u7ed3\u6784\u7684\u63cf\u8ff0\u66f4\u7cbe\u786e\u3002 \n- **\u6676\u7c92\u8fb9\u754c\u4e0e\u7f3a\u9677\u7ed3\u6784\u5efa\u6a21** \n \u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u6676\u7c92\u5c3a\u5bf8\u3001\u5f62\u72b6\u53c2\u6570\u53ca\u6676\u754c\u63d0\u53d6\u65b9\u6cd5\uff0c\u6784\u5efa\u4e0e\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\u7684\u539f\u5b50\u6a21\u578b\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u6784\u771f\u5b9e\u53cd\u6620\u5fae\u89c2\u7279\u5f81\u3002 \n- **\u6e29\u5ea6\u4f9d\u8d56\u6027\u6a21\u62df** \n \u5728\u591a\u6e29\u5ea6\u6761\u4ef6\u4e0b\u8fd0\u884cMD\u6a21\u62df\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff0c\u6355\u6349\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u53d8\u5316\u89c4\u5f8b\u3002 \n- **\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\u4e0e\u52a8\u6001\u6f14\u53d8\u5206\u6790** \n \u7ed3\u5408\u6bd4\u70ed\u54cd\u5e94\u6570\u636e\u548c\u7f3a\u9677\u52a8\u6001\u6f14\u53d8ST-CNN\u6a21\u578b\u8f93\u51fa\uff0c\u5206\u6790MD\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\uff0c\u63d0\u53d6\u77ac\u65f6\u6bd4\u70ed\u53ca\u80fd\u91cf\u6da8\u843d\u7279\u5f81\uff0c\u8f85\u52a9AI\u6a21\u578b\u65f6\u5e8f\u52a8\u6001\u7279\u5f81\u8bad\u7ec3\u3002 \n- **\u5f02\u5e38\u6570\u636e\u5254\u9664\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30** \n \u7ed3\u5408\u5b9e\u9a8c\u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55\uff0c\u5254\u9664\u6a21\u62df\u4e2d\u53ef\u80fd\u7684\u5f02\u5e38\u6001\uff0c\u5229\u7528\u591a\u6b21\u91cd\u590d\u6a21\u62df\u8ba1\u7b97\u7edf\u8ba1\u4e0d\u786e\u5b9a\u5ea6\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002\n\n2. **\u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df**\n\n- **\u7f3a\u9677\u5f62\u6210\u4e0e\u8fc1\u79fb\u6a21\u62df** \n \u57fa\u4e8e\u5b9e\u9a8c\u7f3a\u9677\u5bc6\u5ea6\u7a7a\u95f4\u5206\u5e03\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff0c\u8bbe\u8ba1\u591a\u5c3a\u5ea6MC\u6a21\u578b\uff0c\u6a21\u62df\u7f3a\u9677\u5f62\u6210\u3001\u8fc1\u79fb\u53ca\u805a\u96c6\u8fc7\u7a0b\uff0c\u83b7\u5f97\u5f62\u6210\u7113\u0394H_f\u548c\u5f62\u6210\u71b5\u0394S_f\u7684\u7edf\u8ba1\u5206\u5e03\u3002 \n- **\u591a\u5c3a\u5ea6\u8026\u5408\u4ea4\u4e92\u4f5c\u7528\u6a21\u62df** \n \u7ed3\u5408\u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\u548c\u7f3a\u9677\u6570\u91cfN_f\uff0c\u6a21\u62df\u7f3a\u9677\u4e0e\u6676\u754c\u7684\u4ea4\u4e92\u4f5c\u7528\uff0c\u62df\u5408\u65f6\u95f4\u76f8\u5173\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u52a8\u6001\u6f14\u53d8\u7684\u63cf\u8ff0\u80fd\u529b\u3002 \n- **\u975e\u7ebf\u6027\u62df\u5408\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316** \n \u91c7\u7528Levenberg-Marquardt\u548cMCMC\u91c7\u6837\u65b9\u6cd5\u5bf9MC\u6a21\u62df\u6570\u636e\u8fdb\u884c\u53c2\u6570\u62df\u5408\uff0c\u7ed3\u5408ST-CNN\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\u52a0\u6743\u5904\u7406\u62df\u5408\u8fc7\u7a0b\u4e2d\u7684\u5f02\u5e38\u6570\u636e\uff0c\u91cf\u5316\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\u3002\n\n3. **\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09**\n\n- **\u5173\u952e\u7f3a\u9677\u4e0e\u6676\u754c\u6a21\u578b\u8ba1\u7b97** \n \u9488\u5bf9\u5b9e\u9a8c\u4e2d\u8bc6\u522b\u7684\u5173\u952e\u7f3a\u9677\u7c7b\u578b\u548c\u6676\u754c\u7ed3\u6784\uff0c\u8fdb\u884c\u9ad8\u7cbe\u5ea6DFT\u8ba1\u7b97\uff0c\u83b7\u53d6\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u7535\u5b50\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u4fe1\u606f\u3002 \n- **\u632f\u52a8\u6a21\u6001\u53ca\u70ed\u529b\u5b66\u53c2\u6570** \n \u7ed3\u5408\u58f0\u5b50\u8c31\u8ba1\u7b97\uff0c\u7cbe\u786e\u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u71b5\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\uff0c\u4f5c\u4e3aMD\u548cMC\u6a21\u62df\u52bf\u51fd\u6570\u4f18\u5316\u7684\u91cd\u8981\u53c2\u8003\u3002 \n- **\u591a\u5c3a\u5ea6\u6a21\u578b\u6821\u51c6** \n \u5229\u7528DFT\u7ed3\u679c\u6821\u51c6MD\u548cMC\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u591a\u5c3a\u5ea6\u6a21\u62df\u7684\u4e00\u81f4\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n4. **\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df**\n\n- **\u6574\u4f53\u70ed\u529b\u5b66\u884c\u4e3a\u6a21\u62df** \n \u7ed3\u5408MD\u3001MC\u548cDFT\u7ed3\u679c\uff0c\u6784\u5efa\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u51c6\u786e\u63cf\u8ff0\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u53ca\u5176\u52a8\u6001\u6f14\u53d8\u3002 \n- **\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u4e0e\u4f18\u5316** \n \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u5bf9\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u80fd\u529b\u548c\u9884\u6d4b\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u4e09\u3001\u8f85\u52a9AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u7b56\u7565\u6539\u8fdb\n\n1. **\u6570\u636e\u878d\u5408\u4e0e\u6807\u7b7e\u589e\u5f3a**\n\n- \u5c06\u6570\u503c\u6a21\u62df\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5176\u4e0d\u786e\u5b9a\u5ea6\u4f5c\u4e3aAI\u6a21\u578b\u7684\u8bad\u7ec3\u6807\u7b7e\u548c\u8f85\u52a9\u8f93\u5165\u7279\u5f81\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u7ea6\u675f\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n- \u5229\u7528\u6a21\u62df\u6570\u636e\u6269\u5145\u8bad\u7ec3\u96c6\uff0c\u7279\u522b\u662f\u5728\u5b9e\u9a8c\u6570\u636e\u7a00\u7f3a\u6216\u4e0d\u786e\u5b9a\u6027\u8f83\u9ad8\u7684\u533a\u57df\uff0c\u63d0\u5347AI\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u6027\u3002\n\n2. **\u7269\u7406\u7ea6\u675f\u5d4c\u5165**\n\n- \u5728AI\u6a21\u578b\u635f\u5931\u51fd\u6570\u4e2d\u5f15\u5165\u57fa\u4e8e\u6a21\u62df\u7ed3\u679c\u7684\u7269\u7406\u7ea6\u675f\u9879\uff08\u5982\u80fd\u91cf\u5b88\u6052\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u6761\u4ef6\uff09\uff0c\u4ee5\u8f6f\u7ea6\u675f\u5f62\u5f0f\u6307\u5bfc\u6a21\u578b\u8bad\u7ec3\u3002 \n- \u7ed3\u5408\u6a21\u62df\u6570\u636e\u8fdb\u884c\u6a21\u578b\u8f93\u51fa\u7684\u540e\u9a8c\u6821\u9a8c\uff0c\u786e\u4fdd\u9884\u6d4b\u7ed3\u679c\u7b26\u5408\u7269\u7406\u89c4\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u89e3\u3002\n\n3. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u654f\u611f\u6027\u5206\u6790**\n\n- \u901a\u8fc7\u6a21\u62df\u7ed3\u679c\u4e0eAI\u6a21\u578b\u9884\u6d4b\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8fdb\u884c\u5b9a\u91cf\u5bf9\u6bd4\uff0c\u8bc4\u4f30\u6a21\u578b\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002 \n- \u5229\u7528\u6a21\u62df\u6570\u636e\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u5f71\u54cd\uff0c\u6307\u5bfc\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u7b56\u7565\u4f18\u5316\u3002\n\n---\n\n### \u56db\u3001\u6280\u672f\u5b9e\u73b0\u5efa\u8bae\n\n- **\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0** \n \u7ed3\u5408GPU\u52a0\u901fMD\u6a21\u62df\u548cAI\u6a21\u578b\u8bad\u7ec3\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002 \n- **\u5f00\u6e90\u8f6f\u4ef6\u4e0e\u63a5\u53e3\u96c6\u6210** \n \u4f7f\u7528LAMMPS\u3001VASP\u3001GROMACS\u7b49\u6210\u719f\u6a21\u62df\u8f6f\u4ef6\uff0c\u7ed3\u5408Python\u63a5\u53e3\u5b9e\u73b0\u6a21\u62df\u4e0eAI\u6a21\u578b\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002 \n- **\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7ba1\u7406** \n \u91c7\u7528\u81ea\u52a8\u5316\u811a\u672c\u548c\u5de5\u4f5c\u6d41\u7ba1\u7406\u5de5\u5177\uff0c\u5b9e\u73b0\u6a21\u62df\u6570\u636e\u6279\u91cf\u751f\u6210\u548c\u8d28\u91cf\u63a7\u5236\u3002 \n- **\u6570\u636e\u683c\u5f0f\u4e0e\u5b58\u50a8** \n \u7edf\u4e00\u91c7\u7528HDF5\u683c\u5f0f\u5b58\u50a8\u6a21\u62df\u6570\u636e\uff0c\u65b9\u4fbf\u4e0e\u5b9e\u9a8c\u6570\u636e\u548cAI\u6a21\u578b\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u96c6\u6210\u3002\n\n---\n\n### \u4e94\u3001\u603b\u7ed3\n\n\u6539\u8fdb\u540e\u7684\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u66f4\u52a0\u7cbe\u51c6\u5730\u53cd\u6620\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u6280\u672f\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u51c6\u786e\u6027\u3002\u901a\u8fc7\u6a21\u62df\u6570\u636e\u4e0eAI\u6a21\u578b\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u663e\u8457\u63d0\u5347\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u8bad\u7ec3\u8d28\u91cf\u548c\u9884\u6d4b\u6027\u80fd\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u4e0e\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u5bc6\u5207\u534f\u4f5c\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u6a21\u62df\u6570\u636e\u96c6\u6210\u65b9\u6848\u53ca\u8054\u5408\u8bad\u7ec3\u6d41\u7a0b\uff0c\u63a8\u52a8\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u9ad8\u6548\u5f00\u53d1\u4e0e\u5e94\u7528\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u6a21\u62df\u53c2\u6570\u914d\u7f6e\u3001\u8ba1\u7b97\u6d41\u7a0b\u811a\u672c\u53ca\u6570\u636e\u63a5\u53e3\u8bbe\u8ba1\u65b9\u6848\uff0c\u6b22\u8fce\u6307\u793a\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684AI\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\uff0c\u6784\u5efa\u5b8c\u6210\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u7684\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u8f6e\u6df1\u5165\u8ba8\u8bba\u4e0e\u53cd\u9988\uff0c\u73b0\u5c06\u4f18\u5316\u540e\u7684AI\u6a21\u578b\u8bbe\u8ba1\u65b9\u6848\u4e0e\u6539\u8fdb\u7684\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u6709\u673a\u6574\u5408\uff0c\u6784\u5efa\u5b8c\u6574\u7684\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u65b9\u6848\u3002\u8be5\u65b9\u6848\u5145\u5206\u878d\u5408\u4e86\u4e30\u5bcc\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u6570\u636e\u3001\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u52a8\u6001\u6f14\u53d8\u4fe1\u606f\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\u67b6\u6784\u4e0e\u9ad8\u7cbe\u5ea6\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\uff0c\u786e\u4fdd\u6a21\u578b\u5177\u5907\u7269\u7406\u5408\u7406\u6027\u3001\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u9ad8\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n---\n\n## \u6750\u6599\u5fae\u89c2\u7ed3\u6784 AI\u6a21\u578b\u6574\u4f53\u8bbe\u8ba1\u65b9\u6848\n\n### \u4e00\u3001\u8f93\u5165\u6570\u636e\u4e0e\u7279\u5f81\u6784\u5efa\n\n1. **\u6676\u7c92\u7ed3\u6784\u7279\u5f81** \n- \u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\uff08\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09 \n- \u6676\u7c92\u5f62\u72b6\u53c2\u6570\uff08\u5f62\u72b6\u56e0\u5b50\u3001\u7b49\u6548\u76f4\u5f84\uff09 \n- \u6676\u754c\u9762\u79ef\u603b\u548c\u53ca\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\uff08\u878d\u5408\u6df1\u5ea6\u5b66\u4e60\u8bed\u4e49\u5206\u5272\u4e0eEBSD\u6821\u9a8c\uff09 \n- \u6676\u7c92\u5c3a\u5bf8\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u53ca\u5f02\u5e38\u503c\u5254\u9664\u6807\u8bb0 \n\n2. **\u7f3a\u9677\u7279\u5f81** \n- \u7f3a\u9677\u5bc6\u5ea6\u7a7a\u95f4\u5206\u5e03\u7edf\u8ba1\u91cf\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001\u7a7a\u95f4\u81ea\u76f8\u5173\uff09 \n- \u7f3a\u9677\u7c7b\u578b\u53ca\u7a7a\u95f4\u5206\u5e03\uff08\u7a7a\u4f4d\u3001\u4f4d\u9519\u3001\u5939\u6742\u7269\uff09 \n- \u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff08\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4bST-CNN\u8f93\u51fa\u3001\u52a8\u6001\u6f14\u53d8\u89c4\u5f8b\uff09 \n- \u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5f62\u6210\u7113\u0394H_f\u3001\u5f62\u6210\u71b5\u0394S_f\u53ca\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\uff09 \n- \u5f02\u5e38\u70b9\u5254\u9664\u4e0e\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4fe1\u606f \n\n3. **\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94** \n- \u6bd4\u70ed\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\u53ca\u62df\u5408\u53c2\u6570 \n- \u52a8\u6001\u6f14\u53d8\u6a21\u578b\u53c2\u6570\uff08\u76f8\u53d8\u6e29\u5ea6\u3001\u52a8\u529b\u5b66\u53c2\u6570\uff09 \n- \u80fd\u91cf\u6da8\u843d\u65f6\u95f4\u5e8f\u5217\u53ca\u77ac\u65f6\u6bd4\u70ed\u7279\u5f81 \n- \u76f8\u53d8\u53ca\u7f3a\u9677\u91cd\u7ec4\u5f02\u5e38\u5cf0\u68c0\u6d4b\u7ed3\u679c \n\n4. **\u591a\u5c3a\u5ea6\u8026\u5408\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570** \n- \u6676\u754c\u80fd\u5bc6\u5ea6\u03b3\u53ca\u7f6e\u4fe1\u533a\u95f4 \n- \u7f3a\u9677\u6570\u91cfN_f\u53ca\u70ed\u529b\u5b66\u8d21\u732e\uff08\u0394H_f\u3001\u0394S_f\uff09 \n- \u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\u7684\u53c2\u6570\u5316\u8868\u8fbe \n- \u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c \n\n5. **\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807** \n- \u5f02\u5e38\u70b9\u5254\u9664\u8bb0\u5f55 \n- \u5404\u7c7b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u6307\u6807 \n\n---\n\n### \u4e8c\u3001AI\u6a21\u578b\u67b6\u6784\u8bbe\u8ba1\n\n1. **\u591a\u6a21\u6001\u8f93\u5165\u5206\u652f**\n\n- **\u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81\u5206\u652f**\uff1a\u591a\u5c42\u611f\u77e5\u673a\uff08MLP\uff09\uff0c\u8f93\u5165\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7edf\u8ba1\u3001\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u4e0d\u786e\u5b9a\u5ea6\uff0c\u5d4c\u5165\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u7684\u7269\u7406\u53c2\u6570\uff08\u03b3\u3001\u0394H_f\u3001\u0394S_f\uff09\u4f5c\u4e3a\u8f85\u52a9\u8f93\u5165\uff0c\u589e\u5f3a\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- **\u65f6\u5e8f\u52a8\u6001\u7279\u5f81\u5206\u652f**\uff1a\u53cc\u5411Transformer\u7f16\u7801\u5668\uff0c\u5904\u7406\u7f3a\u9677\u52a8\u6001\u6f14\u53d8ST-CNN\u7279\u5f81\u3001\u80fd\u91cf\u6da8\u843d\u65f6\u95f4\u5e8f\u5217\u3001\u6bd4\u70ed\u54cd\u5e94\u66f2\u7ebf\uff0c\u7ed3\u5408\u9891\u57df\u7279\u5f81\uff08FFT\u3001\u5c0f\u6ce2\u53d8\u6362\uff09\u8f85\u52a9\u7f16\u7801\u3002 \n- **\u7a7a\u95f4\u56fe\u50cf\u7279\u5f81\u5206\u652f**\uff1a\u57fa\u4e8e\u9884\u8bad\u7ec3EfficientNet\u5fae\u8c03\uff0c\u63d0\u53d6\u6676\u7c92\u8fb9\u754c\u5206\u5272\u56fe\u548c\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u56fe\u7684\u591a\u5c3a\u5ea6\u7a7a\u95f4\u7eb9\u7406\uff0c\u7ed3\u5408\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\uff08SE\u5757\uff09\u7a81\u51fa\u5173\u952e\u533a\u57df\u3002 \n- **\u56fe\u7ed3\u6784\u6570\u636e\u5206\u652f\uff08\u53ef\u9009\uff09**\uff1a\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u5904\u7406\u6676\u7c92\u548c\u7f3a\u9677\u90bb\u63a5\u5173\u7cfb\uff0c\u878d\u5408\u8282\u70b9\u7ed3\u6784\u5316\u7279\u5f81\u548c\u56fe\u50cf\u7f16\u7801\u7279\u5f81\uff0c\u6355\u83b7\u7a7a\u95f4\u62d3\u6251\u548c\u76f8\u4e92\u4f5c\u7528\u3002 \n\n2. **\u591a\u5c3a\u5ea6\u7279\u5f81\u878d\u5408\u5c42**\n\n- \u591a\u5934\u81ea\u6ce8\u610f\u529b\u673a\u5236\u52a8\u6001\u52a0\u6743\u878d\u5408\u4e0d\u540c\u6a21\u6001\u7279\u5f81\u3002 \n- \u878d\u5408\u5c42\u5d4c\u5165\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u4f18\u5148\u5173\u6ce8\u5173\u952e\u5f71\u54cd\u7279\u5f81\u3002 \n- \u95e8\u63a7\u673a\u5236\u8fc7\u6ee4\u566a\u58f0\u548c\u5f02\u5e38\u7279\u5f81\uff0c\u63d0\u5347\u878d\u5408\u7a33\u5b9a\u6027\u548c\u8868\u8fbe\u80fd\u529b\u3002 \n\n3. **\u591a\u4efb\u52a1\u8f93\u51fa\u5c42**\n\n- \u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\u9884\u6d4b\uff08\u56de\u5f52\uff09 \n- \u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\uff08\u0394H_f\u3001\u0394S_f\u7b49\u56de\u5f52\uff09 \n- \u52a8\u6001\u6f14\u53d8\u8d8b\u52bf\u53ca\u76f8\u53d8\u52a8\u529b\u5b66\u53c2\u6570\uff08\u56de\u5f52\u4e0e\u5206\u7c7b\u6df7\u5408\uff09 \n- \u81ea\u9002\u5e94\u591a\u4efb\u52a1\u635f\u5931\u6743\u91cd\u8c03\u6574\uff08Uncertainty Weighting\uff09\u4fc3\u8fdb\u4efb\u52a1\u534f\u540c\u5b66\u4e60\u3002 \n\n---\n\n### \u4e09\u3001\u8bad\u7ec3\u7b56\u7565\u4e0e\u7b97\u6cd5\u7ec6\u8282\n\n- **\u7279\u5f81\u9884\u5904\u7406**\uff1a\u6807\u91cf\u7279\u5f81Z-score\u5f52\u4e00\u5316\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u52a0\u6743\uff1b\u65f6\u5e8f\u6570\u636e\u91c7\u7528\u6ed1\u52a8\u7a97\u53e3\u4e0e\u9891\u57df\u7279\u5f81\u589e\u5f3a\uff1b\u56fe\u50cf\u6570\u636e\u6570\u636e\u589e\u5f3a\uff08\u65cb\u8f6c\u3001\u88c1\u526a\u3001\u5bf9\u6bd4\u5ea6\u8c03\u6574\uff09\uff1b\u56fe\u7ed3\u6784\u6570\u636e\u6807\u51c6\u5316\u90bb\u63a5\u77e9\u9635\u53ca\u8282\u70b9\u7279\u5f81\u3002 \n- **\u635f\u5931\u51fd\u6570\u8bbe\u8ba1**\uff1a\u7ed3\u5408MSE\u3001MAE\u3001\u4ea4\u53c9\u71b5\uff0c\u52a0\u5165\u57fa\u4e8e\u4e0d\u786e\u5b9a\u5ea6\u7684\u52a0\u6743\u635f\u5931\uff0c\u964d\u4f4e\u5f02\u5e38\u6570\u636e\u5f71\u54cd\uff1b\u5f15\u5165\u7269\u7406\u7ea6\u675f\u8f6f\u635f\u5931\uff08\u80fd\u91cf\u5b88\u6052\u3001\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff09\u3002 \n- **\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21**\uff1aMC Dropout\u548c\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u6280\u672f\u91cf\u5316\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7ed3\u679c\u5224\u5b9a\u3002 \n- **\u6a21\u578b\u89e3\u91ca\u6027**\uff1a\u5229\u7528SHAP\u503c\u548cIntegrated Gradients\u5206\u6790\u8f93\u5165\u7279\u5f81\u8d21\u732e\uff0c\u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u6a21\u578b\u4f18\u5316\u3002 \n- **\u8bad\u7ec3\u6d41\u7a0b**\uff1a\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u6570\u636e\u548c\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8054\u5408\u8bad\u7ec3\uff0c\u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u548c\u65e9\u505c\u9632\u6b62\u8fc7\u62df\u5408\uff0c\u52a8\u6001\u76d1\u63a7\u4efb\u52a1\u635f\u5931\u53ca\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u3002 \n- **\u5e76\u884c\u8ba1\u7b97\u4e0e\u52a0\u901f**\uff1aGPU\u52a0\u901f\uff0c\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\uff0c\u68af\u5ea6\u7d2f\u79ef\u63d0\u5347\u6548\u7387\u3002 \n\n---\n\n### \u56db\u3001\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u652f\u6301\n\n- **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09**\uff1a\u52bf\u51fd\u6570\u7ecfDFT\u6821\u51c6\uff0c\u6784\u5efa\u771f\u5b9e\u6676\u7c92\u53ca\u7f3a\u9677\u7ed3\u6784\uff0c\u6a21\u62df\u591a\u6e29\u5ea6\u4e0b\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u63d0\u53d6\u80fd\u91cf\u6da8\u843d\u3001\u77ac\u65f6\u6bd4\u70ed\u7b49\u52a8\u6001\u7279\u5f81\uff0c\u7ed3\u5408\u5f02\u5e38\u5254\u9664\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u3002 \n- **\u8499\u7279\u5361\u6d1b\uff08MC\uff09**\uff1a\u591a\u5c3a\u5ea6\u7f3a\u9677\u5f62\u6210\u4e0e\u8fc1\u79fb\u6a21\u62df\uff0c\u62df\u5408\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u4ea4\u4e92\u4f5c\u7528\u9879\uff0c\u7ed3\u5408\u975e\u7ebf\u6027\u62df\u5408\u4e0eMCMC\u91c7\u6837\uff0c\u91cf\u5316\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\u3002 \n- **\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09**\uff1a\u5173\u952e\u7f3a\u9677\u548c\u6676\u754c\u7684\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\uff0c\u83b7\u5f97\u5f62\u6210\u80fd\u3001\u5f62\u6210\u71b5\u53ca\u632f\u52a8\u6a21\u6001\uff0c\u6821\u51c6MD/MC\u6a21\u578b\u53c2\u6570\u3002 \n- **\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df**\uff1a\u6574\u5408MD\u3001MC\u3001DFT\u7ed3\u679c\uff0c\u6784\u5efa\u6574\u4f53\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u4f18\u5316\u53c2\u6570\u3002 \n- **\u6570\u636e\u878d\u5408**\uff1a\u6a21\u62df\u7ed3\u679c\u4f5c\u4e3aAI\u6a21\u578b\u6807\u7b7e\u53ca\u8f85\u52a9\u8f93\u5165\uff0c\u589e\u5f3a\u7269\u7406\u7ea6\u675f\u548c\u8bad\u7ec3\u6570\u636e\u591a\u6837\u6027\u3002 \n- **\u7269\u7406\u7ea6\u675f\u5d4c\u5165**\uff1a\u57fa\u4e8e\u6a21\u62df\u7ed3\u679c\u8bbe\u8ba1\u8f6f\u7ea6\u675f\u635f\u5931\uff0c\u786e\u4fdd\u6a21\u578b\u7269\u7406\u5408\u7406\u6027\u3002 \n- **\u6a21\u578b\u9a8c\u8bc1**\uff1a\u6a21\u62df\u4e0eAI\u9884\u6d4b\u5bf9\u6bd4\uff0c\u8bc4\u4f30\u51c6\u786e\u6027\u4e0e\u7a33\u5b9a\u6027\uff0c\u6307\u5bfc\u6a21\u578b\u4f18\u5316\u3002 \n\n---\n\n### \u4e94\u3001\u6280\u672f\u5b9e\u73b0\u4e0e\u90e8\u7f72\n\n- \u6846\u67b6\u9009\u7528TensorFlow\u6216PyTorch\uff0c\u652f\u6301GPU\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u63a8\u65ad\u3002 \n- \u6570\u636e\u7edf\u4e00\u91c7\u7528HDF5\u683c\u5f0f\uff0c\u65b9\u4fbf\u4e0e\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u6570\u636e\u96c6\u6210\u3002 \n- \u63d0\u4f9bPython\u63a5\u53e3\u4e0eRESTful API\uff0c\u5b9e\u73b0\u4e0e\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u548c\u6a21\u62df\u8f6f\u4ef6\u65e0\u7f1d\u5bf9\u63a5\u3002 \n- \u53ef\u89c6\u5316\u5de5\u5177\u57fa\u4e8eMatplotlib\u548cPlotly\uff0c\u5c55\u793a\u9884\u6d4b\u7ed3\u679c\u3001\u7279\u5f81\u8d21\u732e\u53ca\u4e0d\u786e\u5b9a\u5ea6\uff0c\u652f\u6301\u51b3\u7b56\u5206\u6790\u3002 \n- \u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7ba1\u7406\u6a21\u62df\u6570\u636e\u751f\u6210\u4e0e\u8d28\u91cf\u63a7\u5236\uff0c\u63d0\u5347\u6570\u636e\u751f\u4ea7\u6548\u7387\u3002 \n\n---\n\n### \u516d\u3001\u603b\u7ed3\n\n\u8be5\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u65b9\u6848\uff0c\u878d\u5408\u4e86\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u3001\u5148\u8fdb\u7684\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u548c\u9ad8\u7cbe\u5ea6\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\uff0c\u5f3a\u5316\u4e86\u7269\u7406\u7ea6\u675f\u548c\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\uff0c\u63d0\u5347\u4e86\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6a21\u62df\u7cbe\u5ea6\u548c\u7a33\u5b9a\u6027\u3002\u901a\u8fc7\u591a\u4efb\u52a1\u8054\u5408\u8bad\u7ec3\u548c\u52a8\u6001\u7279\u5f81\u878d\u5408\uff0c\u5b9e\u73b0\u4e86\u5bf9\u590d\u6742\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\u53ca\u70ed\u529b\u5b66\u884c\u4e3a\u7684\u9ad8\u6548\u9884\u6d4b\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u8054\u5408\u5f00\u5c55\u7279\u5f81\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6a21\u62df\u6570\u636e\u96c6\u6210\u53ca\u6a21\u578b\u539f\u578b\u5f00\u53d1\uff0c\u5f00\u5c55\u7cfb\u7edf\u5316\u8bad\u7ec3\u4e0e\u4e25\u683c\u9a8c\u8bc1\uff0c\u63a8\u52a8\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u5e94\u7528\u63a8\u5e7f\u3002\n\n---\n\n```\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b\n{\n \"\u8f93\u5165\u7279\u5f81\": {\n \"\u6676\u7c92\u7ed3\u6784\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": [\"\u5747\u503c\", \"\u4e2d\u4f4d\u6570\", \"\u6807\u51c6\u5dee\", \"\u504f\u5ea6\", \"\u5cf0\u5ea6\"],\n \"\u5f62\u72b6\u53c2\u6570\": [\"\u5f62\u72b6\u56e0\u5b50\", \"\u7b49\u6548\u76f4\u5f84\"],\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": \"\u6570\u503c\",\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\",\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": \"\u5e03\u5c14\u6216\u6743\u91cd\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": [\"\u5747\u503c\", \"\u65b9\u5dee\", \"\u7a7a\u95f4\u81ea\u76f8\u5173\"],\n \"\u7c7b\u578b\u5206\u5e03\": [\"\u7a7a\u4f4d\", \"\u4f4d\u9519\", \"\u5939\u6742\u7269\"],\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\": \"\u65f6\u5e8f\u5411\u91cf\",\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": \"\u6570\u503c\"\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": \"\u6570\u503c\",\n \"\u0394S_f\": \"\u6570\u503c\",\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": \"\u6570\u503c\"\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u6807\u8bb0\u4fe1\u606f\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": \"\u65f6\u5e8f\u6570\u636e\",\n \"\u62df\u5408\u53c2\u6570\": \"\u6570\u503c\",\n \"\u80fd\u91cf\u6da8\u843d\": \"MD\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\",\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u68c0\u6d4b\u6807\u8bb0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": \"\u6570\u503c\u53ca\u7f6e\u4fe1\u533a\u95f4\",\n \"\u7f3a\u9677\u6570\u91cfN_f\": \"\u6570\u503c\",\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\"\u0394H_f\": \"\u6570\u503c\", \"\u0394S_f\": \"\u6570\u503c\"},\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u6216\u53c2\u6570\u5316\u8868\u8fbe\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u65e5\u5fd7\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\"\n }\n },\n \"\u6a21\u578b\u67b6\u6784\": {\n \"\u7ed3\u6784\u5316\u6570\u503c\u5206\u652f\": \"MLP + \u7269\u7406\u53c2\u6570\u5d4c\u5165\",\n \"\u65f6\u5e8f\u52a8\u6001\u5206\u652f\": \"\u53cc\u5411Transformer + \u9891\u57df\u7279\u5f81\",\n \"\u7a7a\u95f4\u56fe\u50cf\u5206\u652f\": \"EfficientNet\u5fae\u8c03 + \u7a7a\u95f4\u6ce8\u610f\u529b(SE\u5757)\",\n \"\u56fe\u7ed3\u6784\u5206\u652f\": \"GNN\uff08\u53ef\u9009\uff09\",\n \"\u878d\u5408\u5c42\": \"\u591a\u5934\u81ea\u6ce8\u610f\u529b + \u95e8\u63a7\u673a\u5236 + \u654f\u611f\u6027\u6743\u91cd\u8c03\u6574\",\n \"\u8f93\u51fa\u5c42\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\": \"\u56de\u5f52\",\n \"\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\": \"\u56de\u5f52\",\n \"\u52a8\u6001\u6f14\u53d8\u53ca\u76f8\u53d8\u53c2\u6570\": \"\u56de\u5f52+\u5206\u7c7b\",\n \"\u591a\u4efb\u52a1\u635f\u5931\": \"\u81ea\u9002\u5e94\u6743\u91cd(Uncertainty Weighting)\"\n }\n },\n \"\u8bad\u7ec3\u7b56\u7565\": {\n \"\u7279\u5f81\u9884\u5904\u7406\": \"\u5f52\u4e00\u5316\u3001\u6570\u636e\u589e\u5f3a\u3001\u9891\u57df\u7279\u5f81\u63d0\u53d6\",\n \"\u635f\u5931\u51fd\u6570\": \"MSE+MAE+\u4ea4\u53c9\u71b5+\u7269\u7406\u7ea6\u675f+\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\": \"MC Dropout + \u8d1d\u53f6\u65af\u7f51\u7edc\",\n \"\u89e3\u91ca\u6027\u5206\u6790\": \"SHAP + Integrated Gradients\",\n \"\u8bad\u7ec3\u6d41\u7a0b\": \"\u8054\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u65e9\u505c\",\n \"\u52a0\u901f\": \"GPU\uff0c\u6df7\u5408\u7cbe\u5ea6\uff0c\u68af\u5ea6\u7d2f\u79ef\"\n },\n \"\u6570\u503c\u6a21\u62df\u652f\u6301\": {\n \"MD\u6a21\u62df\": {\n \"\u52bf\u51fd\u6570\u6821\u51c6\": \"DFT\u652f\u6301\",\n \"\u7ed3\u6784\u5efa\u6a21\": \"\u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\",\n \"\u591a\u6e29\u5ea6\u6a21\u62df\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\",\n \"\u5f02\u5e38\u5254\u9664\": \"\u7ed3\u5408\u5b9e\u9a8c\u5f02\u5e38\u70b9\",\n \"\u4e0d\u786e\u5b9a\u5ea6\": \"\u591a\u6b21\u91cd\u590d\u7edf\u8ba1\"\n },\n \"MC\u6a21\u62df\": {\n \"\u7f3a\u9677\u52a8\u6001\": \"\u591a\u5c3a\u5ea6\u5f62\u6210\u4e0e\u8fc1\u79fb\",\n \"\u4ea4\u4e92\u4f5c\u7528\": \"\u62df\u5408G_interaction(t)\",\n \"\u62df\u5408\u65b9\u6cd5\": \"Levenberg-Marquardt + MCMC\",\n \"\u5f02\u5e38\u6570\u636e\u5904\u7406\": \"ST-CNN\u8f85\u52a9\"\n },\n \"DFT\u8ba1\u7b97\": {\n \"\u5173\u952e\u7f3a\u9677\u4e0e\u6676\u754c\": \"\u9ad8\u7cbe\u5ea6\u5f62\u6210\u80fd\u4e0e\u71b5\",\n \"\u632f\u52a8\u6a21\u6001\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u5347\",\n \"\u6a21\u578b\u6821\u51c6\": \"MD/MC\u53c2\u6570\u4f18\u5316\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\": {\n \"\u6574\u4f53\u70ed\u529b\u5b66\u884c\u4e3a\": \"MD+MC+DFT\u878d\u5408\",\n \"\u654f\u611f\u6027\u5206\u6790\": \"\u53c2\u6570\u4f18\u5316\"\n },\n \"\u6570\u636e\u878d\u5408\u4e0e\u7269\u7406\u7ea6\u675f\": {\n \"\u6a21\u62df\u6570\u636e\u6807\u7b7e\": \"AI\u8bad\u7ec3\u8f93\u5165\",\n \"\u7269\u7406\u7ea6\u675f\u635f\u5931\": \"\u8f6f\u7ea6\u675f\",\n \"\u6a21\u578b\u9a8c\u8bc1\": \"\u6a21\u62df-\u9884\u6d4b\u5bf9\u6bd4\"\n }\n },\n \"\u6280\u672f\u5b9e\u73b0\": {\n \"\u6846\u67b6\": \"TensorFlow/PyTorch\",\n \"\u6570\u636e\u683c\u5f0f\": \"HDF5\",\n \"\u63a5\u53e3\": [\"Python API\", \"RESTful API\"],\n \"\u53ef\u89c6\u5316\": [\"Matplotlib\", \"Plotly\"],\n \"\u81ea\u52a8\u5316\": \"\u6a21\u62df\u6570\u636e\u751f\u6210\u4e0e\u8d28\u91cf\u63a7\u5236\u5de5\u4f5c\u6d41\"\n }\n}\n```\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u6a21\u578b\u5c42\u6b21\u914d\u7f6e\u3001\u8d85\u53c2\u6570\u8bbe\u7f6e\u3001\u8bad\u7ec3\u4f2a\u4ee3\u7801\u4ee5\u53ca\u6a21\u62df\u53c2\u6570\u914d\u7f6e\u548c\u63a5\u53e3\u8bbe\u8ba1\u65b9\u6848\uff0c\u6b22\u8fce\u8fdb\u4e00\u6b65\u6307\u793a\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b", + "content": "{\n \"\u8f93\u5165\u7279\u5f81\": {\n \"\u6676\u7c92\u7ed3\u6784\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": [\"\u5747\u503c\", \"\u4e2d\u4f4d\u6570\", \"\u6807\u51c6\u5dee\", \"\u504f\u5ea6\", \"\u5cf0\u5ea6\"],\n \"\u5f62\u72b6\u53c2\u6570\": [\"\u5f62\u72b6\u56e0\u5b50\", \"\u7b49\u6548\u76f4\u5f84\"],\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": \"\u6570\u503c\",\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\",\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": \"\u5e03\u5c14\u6216\u6743\u91cd\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": [\"\u5747\u503c\", \"\u65b9\u5dee\", \"\u7a7a\u95f4\u81ea\u76f8\u5173\"],\n \"\u7c7b\u578b\u5206\u5e03\": [\"\u7a7a\u4f4d\", \"\u4f4d\u9519\", \"\u5939\u6742\u7269\"],\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\": \"\u65f6\u5e8f\u5411\u91cf\",\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": \"\u6570\u503c\"\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": \"\u6570\u503c\",\n \"\u0394S_f\": \"\u6570\u503c\",\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": \"\u6570\u503c\"\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u6807\u8bb0\u4fe1\u606f\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": \"\u65f6\u5e8f\u6570\u636e\",\n \"\u62df\u5408\u53c2\u6570\": \"\u6570\u503c\",\n \"\u80fd\u91cf\u6da8\u843d\": \"MD\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\",\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u68c0\u6d4b\u6807\u8bb0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": \"\u6570\u503c\u53ca\u7f6e\u4fe1\u533a\u95f4\",\n \"\u7f3a\u9677\u6570\u91cfN_f\": \"\u6570\u503c\",\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\"\u0394H_f\": \"\u6570\u503c\", \"\u0394S_f\": \"\u6570\u503c\"},\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u6216\u53c2\u6570\u5316\u8868\u8fbe\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u65e5\u5fd7\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\"\n }\n },\n \"\u6a21\u578b\u67b6\u6784\": {\n \"\u7ed3\u6784\u5316\u6570\u503c\u5206\u652f\": \"MLP + \u7269\u7406\u53c2\u6570\u5d4c\u5165\",\n \"\u65f6\u5e8f\u52a8\u6001\u5206\u652f\": \"\u53cc\u5411Transformer + \u9891\u57df\u7279\u5f81\",\n \"\u7a7a\u95f4\u56fe\u50cf\u5206\u652f\": \"EfficientNet\u5fae\u8c03 + \u7a7a\u95f4\u6ce8\u610f\u529b(SE\u5757)\",\n \"\u56fe\u7ed3\u6784\u5206\u652f\": \"GNN\uff08\u53ef\u9009\uff09\",\n \"\u878d\u5408\u5c42\": \"\u591a\u5934\u81ea\u6ce8\u610f\u529b + \u95e8\u63a7\u673a\u5236 + \u654f\u611f\u6027\u6743\u91cd\u8c03\u6574\",\n \"\u8f93\u51fa\u5c42\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\": \"\u56de\u5f52\",\n \"\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\": \"\u56de\u5f52\",\n \"\u52a8\u6001\u6f14\u53d8\u53ca\u76f8\u53d8\u53c2\u6570\": \"\u56de\u5f52+\u5206\u7c7b\",\n \"\u591a\u4efb\u52a1\u635f\u5931\": \"\u81ea\u9002\u5e94\u6743\u91cd(Uncertainty Weighting)\"\n }\n },\n \"\u8bad\u7ec3\u7b56\u7565\": {\n \"\u7279\u5f81\u9884\u5904\u7406\": \"\u5f52\u4e00\u5316\u3001\u6570\u636e\u589e\u5f3a\u3001\u9891\u57df\u7279\u5f81\u63d0\u53d6\",\n \"\u635f\u5931\u51fd\u6570\": \"MSE+MAE+\u4ea4\u53c9\u71b5+\u7269\u7406\u7ea6\u675f+\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\": \"MC Dropout + \u8d1d\u53f6\u65af\u7f51\u7edc\",\n \"\u89e3\u91ca\u6027\u5206\u6790\": \"SHAP + Integrated Gradients\",\n \"\u8bad\u7ec3\u6d41\u7a0b\": \"\u8054\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u65e9\u505c\",\n \"\u52a0\u901f\": \"GPU\uff0c\u6df7\u5408\u7cbe\u5ea6\uff0c\u68af\u5ea6\u7d2f\u79ef\"\n },\n \"\u6570\u503c\u6a21\u62df\u652f\u6301\": {\n \"MD\u6a21\u62df\": {\n \"\u52bf\u51fd\u6570\u6821\u51c6\": \"DFT\u652f\u6301\",\n \"\u7ed3\u6784\u5efa\u6a21\": \"\u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\",\n \"\u591a\u6e29\u5ea6\u6a21\u62df\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\",\n \"\u5f02\u5e38\u5254\u9664\": \"\u7ed3\u5408\u5b9e\u9a8c\u5f02\u5e38\u70b9\",\n \"\u4e0d\u786e\u5b9a\u5ea6\": \"\u591a\u6b21\u91cd\u590d\u7edf\u8ba1\"\n },\n \"MC\u6a21\u62df\": {\n \"\u7f3a\u9677\u52a8\u6001\": \"\u591a\u5c3a\u5ea6\u5f62\u6210\u4e0e\u8fc1\u79fb\",\n \"\u4ea4\u4e92\u4f5c\u7528\": \"\u62df\u5408G_interaction(t)\",\n \"\u62df\u5408\u65b9\u6cd5\": \"Levenberg-Marquardt + MCMC\",\n \"\u5f02\u5e38\u6570\u636e\u5904\u7406\": \"ST-CNN\u8f85\u52a9\"\n },\n \"DFT\u8ba1\u7b97\": {\n \"\u5173\u952e\u7f3a\u9677\u4e0e\u6676\u754c\": \"\u9ad8\u7cbe\u5ea6\u5f62\u6210\u80fd\u4e0e\u71b5\",\n \"\u632f\u52a8\u6a21\u6001\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u5347\",\n \"\u6a21\u578b\u6821\u51c6\": \"MD/MC\u53c2\u6570\u4f18\u5316\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\": {\n \"\u6574\u4f53\u70ed\u529b\u5b66\u884c\u4e3a\": \"MD+MC+DFT\u878d\u5408\",\n \"\u654f\u611f\u6027\u5206\u6790\": \"\u53c2\u6570\u4f18\u5316\"\n },\n \"\u6570\u636e\u878d\u5408\u4e0e\u7269\u7406\u7ea6\u675f\": {\n \"\u6a21\u62df\u6570\u636e\u6807\u7b7e\": \"AI\u8bad\u7ec3\u8f93\u5165\",\n \"\u7269\u7406\u7ea6\u675f\u635f\u5931\": \"\u8f6f\u7ea6\u675f\",\n \"\u6a21\u578b\u9a8c\u8bc1\": \"\u6a21\u62df-\u9884\u6d4b\u5bf9\u6bd4\"\n }\n },\n \"\u6280\u672f\u5b9e\u73b0\": {\n \"\u6846\u67b6\": \"TensorFlow/PyTorch\",\n \"\u6570\u636e\u683c\u5f0f\": \"HDF5\",\n \"\u63a5\u53e3\": [\"Python API\", \"RESTful API\"],\n \"\u53ef\u89c6\u5316\": [\"Matplotlib\", \"Plotly\"],\n \"\u81ea\u52a8\u5316\": \"\u6a21\u62df\u6570\u636e\u751f\u6210\u4e0e\u8d28\u91cf\u63a7\u5236\u5de5\u4f5c\u6d41\"\n }\n}" + }, + { + "LogNodeType": "step", + "NodeId": "\u6a21\u62df\u5206\u6790", + "InputName_List": [ + "\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b" + ], + "OutputName": "\u6a21\u62df\u5206\u6790\u7ed3\u679c", + "chatLog": [], + "inputObject_Record": [ + { + "\u6750\u6599\u5fae\u89c2\u7ed3\u6784 A I\u6a21\u578b": "{\n \"\u8f93\u5165\u7279\u5f81\": {\n \"\u6676\u7c92\u7ed3\u6784\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": [\"\u5747\u503c\", \"\u4e2d\u4f4d\u6570\", \"\u6807\u51c6\u5dee\", \"\u504f\u5ea6\", \"\u5cf0\u5ea6\"],\n \"\u5f62\u72b6\u53c2\u6570\": [\"\u5f62\u72b6\u56e0\u5b50\", \"\u7b49\u6548\u76f4\u5f84\"],\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": \"\u6570\u503c\",\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\",\n \"\u5f02\u5e38\u503c\u6807\u8bb0\": \"\u5e03\u5c14\u6216\u6743\u91cd\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": [\"\u5747\u503c\", \"\u65b9\u5dee\", \"\u7a7a\u95f4\u81ea\u76f8\u5173\"],\n \"\u7c7b\u578b\u5206\u5e03\": [\"\u7a7a\u4f4d\", \"\u4f4d\u9519\", \"\u5939\u6742\u7269\"],\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\": \"\u65f6\u5e8f\u5411\u91cf\",\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": \"\u6570\u503c\"\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": \"\u6570\u503c\",\n \"\u0394S_f\": \"\u6570\u503c\",\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": \"\u6570\u503c\"\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u6807\u8bb0\u4fe1\u606f\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": \"\u65f6\u5e8f\u6570\u636e\",\n \"\u62df\u5408\u53c2\u6570\": \"\u6570\u503c\",\n \"\u80fd\u91cf\u6da8\u843d\": \"MD\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\",\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u68c0\u6d4b\u6807\u8bb0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": \"\u6570\u503c\u53ca\u7f6e\u4fe1\u533a\u95f4\",\n \"\u7f3a\u9677\u6570\u91cfN_f\": \"\u6570\u503c\",\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\"\u0394H_f\": \"\u6570\u503c\", \"\u0394S_f\": \"\u6570\u503c\"},\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u6216\u53c2\u6570\u5316\u8868\u8fbe\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u65e5\u5fd7\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": \"\u6570\u503c\"\n }\n },\n \"\u6a21\u578b\u67b6\u6784\": {\n \"\u7ed3\u6784\u5316\u6570\u503c\u5206\u652f\": \"MLP + \u7269\u7406\u53c2\u6570\u5d4c\u5165\",\n \"\u65f6\u5e8f\u52a8\u6001\u5206\u652f\": \"\u53cc\u5411Transformer + \u9891\u57df\u7279\u5f81\",\n \"\u7a7a\u95f4\u56fe\u50cf\u5206\u652f\": \"EfficientNet\u5fae\u8c03 + \u7a7a\u95f4\u6ce8\u610f\u529b(SE\u5757)\",\n \"\u56fe\u7ed3\u6784\u5206\u652f\": \"GNN\uff08\u53ef\u9009\uff09\",\n \"\u878d\u5408\u5c42\": \"\u591a\u5934\u81ea\u6ce8\u610f\u529b + \u95e8\u63a7\u673a\u5236 + \u654f\u611f\u6027\u6743\u91cd\u8c03\u6574\",\n \"\u8f93\u51fa\u5c42\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\": \"\u56de\u5f52\",\n \"\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\": \"\u56de\u5f52\",\n \"\u52a8\u6001\u6f14\u53d8\u53ca\u76f8\u53d8\u53c2\u6570\": \"\u56de\u5f52+\u5206\u7c7b\",\n \"\u591a\u4efb\u52a1\u635f\u5931\": \"\u81ea\u9002\u5e94\u6743\u91cd(Uncertainty Weighting)\"\n }\n },\n \"\u8bad\u7ec3\u7b56\u7565\": {\n \"\u7279\u5f81\u9884\u5904\u7406\": \"\u5f52\u4e00\u5316\u3001\u6570\u636e\u589e\u5f3a\u3001\u9891\u57df\u7279\u5f81\u63d0\u53d6\",\n \"\u635f\u5931\u51fd\u6570\": \"MSE+MAE+\u4ea4\u53c9\u71b5+\u7269\u7406\u7ea6\u675f+\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\": \"MC Dropout + \u8d1d\u53f6\u65af\u7f51\u7edc\",\n \"\u89e3\u91ca\u6027\u5206\u6790\": \"SHAP + Integrated Gradients\",\n \"\u8bad\u7ec3\u6d41\u7a0b\": \"\u8054\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u65e9\u505c\",\n \"\u52a0\u901f\": \"GPU\uff0c\u6df7\u5408\u7cbe\u5ea6\uff0c\u68af\u5ea6\u7d2f\u79ef\"\n },\n \"\u6570\u503c\u6a21\u62df\u652f\u6301\": {\n \"MD\u6a21\u62df\": {\n \"\u52bf\u51fd\u6570\u6821\u51c6\": \"DFT\u652f\u6301\",\n \"\u7ed3\u6784\u5efa\u6a21\": \"\u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\",\n \"\u591a\u6e29\u5ea6\u6a21\u62df\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\",\n \"\u5f02\u5e38\u5254\u9664\": \"\u7ed3\u5408\u5b9e\u9a8c\u5f02\u5e38\u70b9\",\n \"\u4e0d\u786e\u5b9a\u5ea6\": \"\u591a\u6b21\u91cd\u590d\u7edf\u8ba1\"\n },\n \"MC\u6a21\u62df\": {\n \"\u7f3a\u9677\u52a8\u6001\": \"\u591a\u5c3a\u5ea6\u5f62\u6210\u4e0e\u8fc1\u79fb\",\n \"\u4ea4\u4e92\u4f5c\u7528\": \"\u62df\u5408G_interaction(t)\",\n \"\u62df\u5408\u65b9\u6cd5\": \"Levenberg-Marquardt + MCMC\",\n \"\u5f02\u5e38\u6570\u636e\u5904\u7406\": \"ST-CNN\u8f85\u52a9\"\n },\n \"DFT\u8ba1\u7b97\": {\n \"\u5173\u952e\u7f3a\u9677\u4e0e\u6676\u754c\": \"\u9ad8\u7cbe\u5ea6\u5f62\u6210\u80fd\u4e0e\u71b5\",\n \"\u632f\u52a8\u6a21\u6001\": \"\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u5347\",\n \"\u6a21\u578b\u6821\u51c6\": \"MD/MC\u53c2\u6570\u4f18\u5316\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\": {\n \"\u6574\u4f53\u70ed\u529b\u5b66\u884c\u4e3a\": \"MD+MC+DFT\u878d\u5408\",\n \"\u654f\u611f\u6027\u5206\u6790\": \"\u53c2\u6570\u4f18\u5316\"\n },\n \"\u6570\u636e\u878d\u5408\u4e0e\u7269\u7406\u7ea6\u675f\": {\n \"\u6a21\u62df\u6570\u636e\u6807\u7b7e\": \"AI\u8bad\u7ec3\u8f93\u5165\",\n \"\u7269\u7406\u7ea6\u675f\u635f\u5931\": \"\u8f6f\u7ea6\u675f\",\n \"\u6a21\u578b\u9a8c\u8bc1\": \"\u6a21\u62df-\u9884\u6d4b\u5bf9\u6bd4\"\n }\n },\n \"\u6280\u672f\u5b9e\u73b0\": {\n \"\u6846\u67b6\": \"TensorFlow/PyTorch\",\n \"\u6570\u636e\u683c\u5f0f\": \"HDF5\",\n \"\u63a5\u53e3\": [\"Python API\", \"RESTful API\"],\n \"\u53ef\u89c6\u5316\": [\"Matplotlib\", \"Plotly\"],\n \"\u81ea\u52a8\u5316\": \"\u6a21\u62df\u6570\u636e\u751f\u6210\u4e0e\u8d28\u91cf\u63a7\u5236\u5de5\u4f5c\u6d41\"\n }\n}" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\uff0c\u63d0\u51fa\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u4ee5\u83b7\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u8f93\u5165\u7279\u5f81\u548c\u8bad\u7ec3\u7b56\u7565\uff0c\u7ed3\u5408\u6570\u503c\u6a21\u62df\u652f\u6301\uff0c\u5236\u5b9a\u5982\u4e0b\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u4ee5\u83b7\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u786e\u4fdd\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u591a\u6837\u6027\uff1a\n\n\u4e00\u3001\u5b9e\u9a8c\u76ee\u6807 \n1. \u7cbe\u786e\u6d4b\u5b9a\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\uff08\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6807\u51c6\u5dee\u3001\u504f\u5ea6\u3001\u5cf0\u5ea6\uff09\u53ca\u5f62\u72b6\u53c2\u6570\uff08\u5f62\u72b6\u56e0\u5b50\u3001\u7b49\u6548\u76f4\u5f84\uff09\u3002 \n2. \u83b7\u53d6\u6676\u754c\u9762\u79ef\u603b\u548c\u53ca\u5176\u7a7a\u95f4\u5206\u5e03\uff0c\u9a8c\u8bc1\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\u7684\u51c6\u786e\u6027\uff08\u7ed3\u5408\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\uff09\u3002 \n3. \u7edf\u8ba1\u7f3a\u9677\u7c7b\u578b\u5206\u5e03\uff08\u7a7a\u4f4d\u3001\u4f4d\u9519\u3001\u5939\u6742\u7269\uff09\uff0c\u53ca\u5176\u7a7a\u95f4\u7edf\u8ba1\u7279\u5f81\uff08\u5747\u503c\u3001\u65b9\u5dee\u3001\u7a7a\u95f4\u81ea\u76f8\u5173\uff09\u3002 \n4. \u91c7\u96c6\u52a8\u6001\u6f14\u53d8\u6570\u636e\uff0c\u5305\u62ec\u7f3a\u9677\u65f6\u5e8f\u5411\u91cf\uff08ST-CNN\u7279\u5f81\uff09\u3001\u70ed\u529b\u5b66\u53c2\u6570\uff08\u0394H_f\u3001\u0394S_f\uff09\u53ca\u5176\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\u3002 \n5. \u8bb0\u5f55\u6bd4\u70ed\u66f2\u7ebf\u3001\u80fd\u91cf\u6da8\u843d\u53ca\u76f8\u53d8\u5f02\u5e38\u5cf0\uff0c\u652f\u6491\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\u5206\u6790\u3002 \n6. \u91cf\u5316\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\uff08\u6676\u754c\u80fd\u03b3\u53ca\u7f6e\u4fe1\u533a\u95f4\u3001\u7f3a\u9677\u6570\u91cf\u53ca\u70ed\u529b\u5b66\u8d21\u732e\u3001\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\uff09\u3002 \n7. \u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u8d28\u91cf\u53ca\u4e0d\u786e\u5b9a\u5ea6\uff0c\u6807\u8bb0\u5f02\u5e38\u70b9\u3002\n\n\u4e8c\u3001\u5b9e\u9a8c\u65b9\u6cd5\u4e0e\u6b65\u9aa4 \n1. \u6676\u7c92\u7ed3\u6784\u6d4b\u5b9a\uff1a \n - \u5229\u7528\u9ad8\u5206\u8fa8\u7387\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\u91c7\u96c6\u6837\u54c1\u6676\u7c92\u56fe\u50cf\uff0c\u7ed3\u5408\u6df1\u5ea6\u5b66\u4e60\u8fb9\u754c\u63d0\u53d6\u7b97\u6cd5\u8fdb\u884c\u81ea\u52a8\u6676\u754c\u8bc6\u522b\u3002 \n - \u591a\u533a\u57df\u91c7\u6837\u4ee5\u8986\u76d6\u4e0d\u540c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\uff0c\u7edf\u8ba1\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u53ca\u5f62\u72b6\u53c2\u6570\u3002 \n\n2. \u7f3a\u9677\u7279\u5f81\u5206\u6790\uff1a \n - \u91c7\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u548c\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u89c2\u5bdf\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n - \u7ed3\u5408\u539f\u4f4d\u52a0\u70ed\u5b9e\u9a8c\uff0c\u52a8\u6001\u6355\u6349\u7f3a\u9677\u6f14\u53d8\u8fc7\u7a0b\uff0c\u83b7\u5f97\u65f6\u5e8f\u6570\u636e\u3002 \n\n3. \u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\uff1a \n - \u4f7f\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u6d4b\u91cf\u6bd4\u70ed\u66f2\u7ebf\u53ca\u76f8\u53d8\u7279\u5f81\u5cf0\u3002 \n - \u7ed3\u5408\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08HT-XRD\uff09\u76d1\u6d4b\u7ed3\u6784\u53d8\u5316\uff0c\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u3002 \n\n4. \u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\u83b7\u53d6\uff1a \n - \u901a\u8fc7\u754c\u9762\u529b\u5b66\u6d4b\u8bd5\uff08\u5982\u7eb3\u7c73\u538b\u75d5\u3001\u754c\u9762\u526a\u5207\u8bd5\u9a8c\uff09\u6d4b\u5b9a\u6676\u754c\u80fd\u03b3\u3002 \n - \u7f3a\u9677\u6570\u91cf\u53ca\u70ed\u529b\u5b66\u8d21\u732e\u901a\u8fc7\u7edf\u8ba1\u5206\u6790\u7ed3\u5408\u6a21\u62df\u6821\u51c6\u3002 \n - \u5229\u7528\u539f\u4f4d\u529b\u5b66-\u70ed\u5b66\u8026\u5408\u5b9e\u9a8c\uff0c\u83b7\u53d6\u4ea4\u4e92\u4f5c\u7528\u53c2\u6570\u53d8\u5316\u3002 \n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\uff1a \n - \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\uff0c\u7edf\u8ba1\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u3002 \n - \u5f02\u5e38\u70b9\u901a\u8fc7\u591a\u65b9\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u8fdb\u884c\u5254\u9664\u548c\u6807\u8bb0\u3002 \n\n\u4e09\u3001\u5b9e\u9a8c\u6570\u636e\u5904\u7406 \n- \u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\u5305\u62ec\u5f52\u4e00\u5316\u3001\u5f02\u5e38\u70b9\u5254\u9664\u3001\u9891\u57df\u7279\u5f81\u63d0\u53d6\uff0c\u786e\u4fdd\u8f93\u5165\u7279\u5f81\u7b26\u5408AI\u6a21\u578b\u8981\u6c42\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u6570\u636e\u8054\u5408\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n\n\u56db\u3001\u5b9e\u9a8c\u5468\u671f\u4e0e\u8d44\u6e90\u9700\u6c42 \n- \u9884\u8ba1\u5b9e\u9a8c\u5468\u671f\uff1a3-6\u4e2a\u6708\uff0c\u5305\u542b\u6837\u54c1\u5236\u5907\u3001\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u3002 \n- \u9700\u914d\u5907\u9ad8\u5206\u8fa8\u7387EBSD\u3001TEM\u3001DSC\u3001HT-XRD\u7b49\u4eea\u5668\u3002 \n- \u5b9e\u9a8c\u56e2\u961f\u9700\u4e0e\u673a\u5668\u5b66\u4e60\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7d27\u5bc6\u5408\u4f5c\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u4e0e\u6a21\u578b\u9002\u914d\u3002 \n\n\u603b\u7ed3\uff1a\u901a\u8fc7\u4e0a\u8ff0\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u7cfb\u7edf\u83b7\u53d6\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u5173\u952e\u7279\u5f81\u53ca\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u652f\u6491\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\uff0c\u4fc3\u8fdb\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u673a\u5668\u5b66\u4e60\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528AI\u6a21\u578b\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u6a21\u62df\u7684\u7b97\u6cd5\u6846\u67b6\uff0c\u91cd\u70b9\u5173\u6ce8\u6570\u636e\u9884\u5904\u7406\u548c\u6a21\u578b\u8bad\u7ec3\u65b9\u6cd5\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u201c\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u201d\u7684\u67b6\u6784\u4e0e\u8f93\u5165\u7279\u5f81\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u63d0\u51fa\u5982\u4e0b\u5229\u7528AI\u6a21\u578b\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u8fdb\u884c\u6a21\u62df\u7684\u7b97\u6cd5\u6846\u67b6\uff0c\u91cd\u70b9\u7a81\u51fa\u6570\u636e\u9884\u5904\u7406\u548c\u6a21\u578b\u8bad\u7ec3\u65b9\u6cd5\uff1a\n\n---\n\n### \u4e00\u3001\u7b97\u6cd5\u6846\u67b6\u603b\u4f53\u8bbe\u8ba1\n\n1. **\u591a\u5206\u652f\u7279\u5f81\u7f16\u7801\u7f51\u7edc** \n - **\u7ed3\u6784\u5316\u6570\u503c\u5206\u652f**\uff1a\u57fa\u4e8e\u591a\u5c42\u611f\u77e5\u673a\uff08MLP\uff09\u7ed3\u5408\u7269\u7406\u53c2\u6570\u5d4c\u5165\uff0c\u5904\u7406\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\u3001\u7f3a\u9677\u7edf\u8ba1\u7279\u5f81\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7b49\u7ed3\u6784\u5316\u6570\u503c\u6570\u636e\u3002 \n - **\u65f6\u5e8f\u52a8\u6001\u5206\u652f**\uff1a\u91c7\u7528\u53cc\u5411Transformer\u7f51\u7edc\uff0c\u7ed3\u5408\u9891\u57df\u7279\u5f81\u63d0\u53d6\u6a21\u5757\uff0c\u5904\u7406\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u7684\u65f6\u5e8f\u6570\u636e\uff08\u5982ST-CNN\u7279\u5f81\u3001\u6bd4\u70ed\u66f2\u7ebf\u3001\u80fd\u91cf\u6da8\u843d\u7b49\uff09\u3002 \n - **\u7a7a\u95f4\u56fe\u50cf\u5206\u652f**\uff1a\u57fa\u4e8eEfficientNet\u5fae\u8c03\uff0c\u52a0\u5165\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\uff08SE\u5757\uff09\uff0c\u5904\u7406\u6676\u7c92\u548c\u7f3a\u9677\u7684EBSD\u53ca\u663e\u5fae\u955c\u56fe\u50cf\u6570\u636e\uff0c\u5b9e\u73b0\u7a7a\u95f4\u7279\u5f81\u7684\u9ad8\u6548\u63d0\u53d6\u3002 \n - **\u56fe\u7ed3\u6784\u5206\u652f\uff08\u53ef\u9009\uff09**\uff1a\u82e5\u5b58\u5728\u6676\u7c92\u6216\u7f3a\u9677\u7684\u62d3\u6251\u5173\u7cfb\u6570\u636e\uff0c\u91c7\u7528\u56fe\u795e\u7ecf\u7f51\u7edc(GNN)\u8fdb\u884c\u5efa\u6a21\uff0c\u6355\u6349\u6676\u754c\u53ca\u7f3a\u9677\u7684\u7a7a\u95f4\u4ea4\u4e92\u5f71\u54cd\u3002 \n \n2. **\u591a\u6a21\u6001\u7279\u5f81\u878d\u5408\u5c42** \n - \u5229\u7528\u591a\u5934\u81ea\u6ce8\u610f\u529b\u673a\u5236\u878d\u5408\u5404\u5206\u652f\u7279\u5f81\uff0c\u7ed3\u5408\u95e8\u63a7\u673a\u5236\u548c\u654f\u611f\u6027\u6743\u91cd\u8c03\u6574\uff0c\u5b9e\u73b0\u4e0d\u540c\u6a21\u6001\u7279\u5f81\u7684\u52a8\u6001\u52a0\u6743\u548c\u4fe1\u606f\u4ea4\u4e92\u3002 \n \n3. **\u8f93\u51fa\u5c42\u4e0e\u591a\u4efb\u52a1\u5b66\u4e60** \n - \u591a\u4efb\u52a1\u8f93\u51fa\u5305\u62ec\u6676\u7c92\u5c3a\u5bf8\u53ca\u7f3a\u9677\u5bc6\u5ea6\u56de\u5f52\u3001\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u56de\u5f52\u3001\u52a8\u6001\u6f14\u53d8\u53ca\u76f8\u53d8\u53c2\u6570\u7684\u56de\u5f52\u4e0e\u5206\u7c7b\u3002 \n - \u91c7\u7528\u81ea\u9002\u5e94\u6743\u91cd\u7684\u591a\u4efb\u52a1\u635f\u5931\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\uff0c\u5e73\u8861\u5404\u4efb\u52a1\u8bad\u7ec3\u3002 \n\n---\n\n### \u4e8c\u3001\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\n\n1. **\u6570\u636e\u6e05\u6d17\u4e0e\u5f02\u5e38\u70b9\u5904\u7406** \n - \u5229\u7528\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u70b9\u6807\u8bb0\uff0c\u5254\u9664\u6216\u52a0\u6743\u5904\u7406\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n - \u7ed3\u5408ST-CNN\u8f85\u52a9\u7684\u5f02\u5e38\u68c0\u6d4b\uff0c\u81ea\u52a8\u8bc6\u522b\u52a8\u6001\u6f14\u53d8\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\u3002 \n \n2. **\u5f52\u4e00\u5316\u4e0e\u6807\u51c6\u5316** \n - \u5bf9\u6240\u6709\u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\uff08\u5982Min-Max Scaling\u6216Z-score\u6807\u51c6\u5316\uff09\uff0c\u786e\u4fdd\u6570\u503c\u5c3a\u5ea6\u7edf\u4e00\uff0c\u5229\u4e8e\u6a21\u578b\u6536\u655b\u3002 \n - \u65f6\u5e8f\u6570\u636e\u8fdb\u884c\u9891\u57df\u7279\u5f81\u63d0\u53d6\uff08FFT\u7b49\uff09\uff0c\u63d0\u53d6\u4ee3\u8868\u6027\u9891\u8c31\u7279\u5f81\uff0c\u589e\u5f3a\u52a8\u6001\u4fe1\u606f\u8868\u8fbe\u3002 \n \n3. **\u6570\u636e\u589e\u5f3a** \n - \u5bf9\u7a7a\u95f4\u56fe\u50cf\u6570\u636e\u91c7\u7528\u65cb\u8f6c\u3001\u5e73\u79fb\u3001\u7f29\u653e\u3001\u566a\u58f0\u6ce8\u5165\u7b49\u589e\u5f3a\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u578b\u5bf9\u7a7a\u95f4\u53d8\u5f02\u7684\u9c81\u68d2\u6027\u3002 \n - \u5bf9\u65f6\u5e8f\u6570\u636e\u8fdb\u884c\u65f6\u95f4\u7a97\u5207\u5206\u3001\u65f6\u95f4\u8f74\u6270\u52a8\u7b49\u589e\u5f3a\uff0c\u4e30\u5bcc\u52a8\u6001\u6f14\u53d8\u6837\u672c\u3002 \n \n4. **\u7279\u5f81\u5d4c\u5165\u4e0e\u7269\u7406\u53c2\u6570\u878d\u5408** \n - \u5c06\u5173\u952e\u7269\u7406\u53c2\u6570\uff08\u5982\u6676\u754c\u80fd\u03b3\u3001\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\uff09\u5d4c\u5165\u7279\u5f81\u5411\u91cf\uff0c\u8f85\u52a9\u6a21\u578b\u6355\u83b7\u7269\u7406\u89c4\u5f8b\u3002 \n - \u5229\u7528\u7269\u7406\u7ea6\u675f\u8f6f\u6807\u7b7e\u589e\u5f3a\u8bad\u7ec3\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n\n---\n\n### \u4e09\u3001\u6a21\u578b\u8bad\u7ec3\u7b56\u7565\n\n1. **\u635f\u5931\u51fd\u6570\u8bbe\u8ba1** \n - \u7ed3\u5408\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\u3001\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\uff08MAE\uff09\u3001\u4ea4\u53c9\u71b5\u7b49\u591a\u4efb\u52a1\u635f\u5931\u3002 \n - \u5f15\u5165\u7269\u7406\u7ea6\u675f\u635f\u5931\uff08\u5982\u6676\u754c\u80fd\u5b88\u6052\u3001\u70ed\u529b\u5b66\u5173\u7cfb\u7ea6\u675f\uff09\uff0c\u4f5c\u4e3a\u8f6f\u7ea6\u675f\u9879\u52a0\u5165\u603b\u635f\u5931\u51fd\u6570\u3002 \n - \u5229\u7528\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\u673a\u5236\uff08Uncertainty Weighting\uff09\u52a8\u6001\u8c03\u6574\u5404\u4efb\u52a1\u635f\u5931\u6743\u91cd\uff0c\u63d0\u5347\u8bad\u7ec3\u7a33\u5b9a\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n \n2. **\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21** \n - \u91c7\u7528MC Dropout\u548c\u8d1d\u53f6\u65af\u7f51\u7edc\u65b9\u6cd5\u4f30\u8ba1\u9884\u6d4b\u4e0d\u786e\u5b9a\u5ea6\uff0c\u8f85\u52a9\u6a21\u578b\u51b3\u7b56\u548c\u5f02\u5e38\u68c0\u6d4b\u3002 \n \n3. **\u8bad\u7ec3\u6d41\u7a0b** \n - \u8054\u5408\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u6570\u636e\u8fdb\u884c\u8054\u5408\u8bad\u7ec3\uff0c\u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u548c\u65e9\u505c\u7b56\u7565\u9632\u6b62\u8fc7\u62df\u5408\u3002 \n - \u5229\u7528GPU\u52a0\u901f\u3001\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u53ca\u68af\u5ea6\u7d2f\u79ef\u6280\u672f\uff0c\u63d0\u5347\u8bad\u7ec3\u6548\u7387\u3002 \n \n4. **\u6a21\u578b\u89e3\u91ca\u6027\u5206\u6790** \n - \u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u5229\u7528SHAP\u503c\u548cIntegrated Gradients\u5206\u6790\u6a21\u578b\u5bf9\u5404\u8f93\u5165\u7279\u5f81\u7684\u654f\u611f\u6027\u548c\u8d21\u732e\uff0c\u8f85\u52a9\u7406\u89e3\u6a21\u578b\u9884\u6d4b\u673a\u5236\u3002 \n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u8be5\u7b97\u6cd5\u6846\u67b6\u901a\u8fc7\u591a\u5206\u652f\u7f51\u7edc\u7ed3\u6784\u5b9e\u73b0\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u591a\u6a21\u6001\u4fe1\u606f\u7684\u9ad8\u6548\u878d\u5408\uff0c\u7ed3\u5408\u4e25\u683c\u7684\u6570\u636e\u9884\u5904\u7406\u548c\u7269\u7406\u7ea6\u675f\u7684\u591a\u4efb\u52a1\u8bad\u7ec3\u7b56\u7565\uff0c\u80fd\u591f\u51c6\u786e\u6a21\u62df\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u6f14\u53d8\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\uff0c\u652f\u6301\u591a\u5c3a\u5ea6\u8026\u5408\u5206\u6790\uff0c\u63d0\u5347\u9884\u6d4b\u7684\u51c6\u786e\u6027\u4e0e\u53ef\u9760\u6027\u3002\n\n\u6211\u5c06\u6839\u636e\u6b64\u6846\u67b6\uff0c\u914d\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u63a8\u8fdb\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6a21\u62df\u5206\u6790\u7ed3\u679c\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u63d0\u53d6\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\uff0c\u652f\u6301AI\u6a21\u578b\u7684\u53c2\u6570\u4f18\u5316\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u9700\u6c42\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u7684\u65b9\u6848\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u6211\u63d0\u51fa\u5982\u4e0b\u5177\u4f53\u65b9\u6cd5\uff0c\u65e8\u5728\u9ad8\u6548\u3001\u51c6\u786e\u5730\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u5982\u0394H_f\u3001\u0394S_f\u3001\u6676\u754c\u80fd\u03b3\u7b49\uff09\uff0c\u4e3aAI\u6a21\u578b\u53c2\u6570\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\u548c\u6570\u636e\u652f\u6301\u3002\n\n---\n\n## \u4e00\u3001\u6570\u503c\u6a21\u62df\u6280\u672f\u65b9\u6848\n\n### 1. \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\n\n- **\u52bf\u51fd\u6570\u6821\u51c6** \n \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u7ed3\u679c\uff0c\u7cbe\u786e\u6821\u51c6MD\u52bf\u51fd\u6570\uff0c\u786e\u4fdd\u52bf\u51fd\u6570\u80fd\u591f\u51c6\u786e\u53cd\u6620\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u6676\u754c\u7ed3\u6784\u53ca\u632f\u52a8\u6a21\u6001\u3002 \n- **\u7ed3\u6784\u5efa\u6a21** \n \u4f9d\u636e\u5b9e\u9a8c\u6d4b\u5f97\u7684\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53ca\u7f3a\u9677\u7c7b\u578b\u7a7a\u95f4\u7edf\u8ba1\uff0c\u6784\u5efa\u5177\u6709\u4ee3\u8868\u6027\u7684\u5fae\u89c2\u7ed3\u6784\u6a21\u578b\uff08\u542b\u6676\u754c\u3001\u7a7a\u4f4d\u3001\u4f4d\u9519\u3001\u5939\u6742\u7269\u7b49\uff09\u3002 \n- **\u591a\u6e29\u5ea6\u6a21\u62df** \n \u5728\u591a\u4e2a\u6e29\u5ea6\u70b9\u8fd0\u884cMD\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\uff08\u80fd\u91cf\u6da8\u843d\uff09\uff0c\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff08\u901a\u8fc7\u80fd\u91cf\u6ce2\u52a8\u516c\u5f0f\uff09\uff0c\u5e76\u76d1\u6d4b\u76f8\u53d8\u8fc7\u7a0b\u4e2d\u7684\u5f02\u5e38\u5cf0\u3002 \n- **\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6** \n - \u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u53ca\u71b5\u0394S_f\uff1a\u901a\u8fc7\u5bf9\u6bd4\u7f3a\u9677\u542b\u91cf\u4e0d\u540c\u7684\u4f53\u7cfb\u603b\u80fd\u91cf\u53ca\u81ea\u7531\u80fd\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u70ed\u529b\u5b66\u79ef\u5206TI\u6cd5\uff09\u63d0\u53d6\u3002 \n - \u6676\u754c\u80fd\u03b3\u8ba1\u7b97\uff1a\u6784\u5efa\u542b\u6676\u754c\u4e0e\u65e0\u6676\u754c\u7684\u6a21\u578b\uff0c\u8ba1\u7b97\u4e24\u8005\u603b\u80fd\u91cf\u5dee\u9664\u4ee5\u6676\u754c\u9762\u79ef\u3002 \n- **\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30** \n \u591a\u6b21\u72ec\u7acb\u91cd\u590d\u6a21\u62df\uff0c\u7edf\u8ba1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5747\u503c\u4e0e\u65b9\u5dee\uff0c\u91cf\u5316\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\u3002 \n- **\u5f02\u5e38\u6570\u636e\u5254\u9664** \n \u7ed3\u5408\u5b9e\u9a8c\u5f02\u5e38\u70b9\u6807\u8bb0\u53caST-CNN\u68c0\u6d4b\u7ed3\u679c\uff0c\u5254\u9664\u6a21\u62df\u4e2d\u5f02\u5e38\u8f68\u8ff9\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002\n\n### 2. \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\n\n- **\u7f3a\u9677\u52a8\u6001\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408** \n \u5229\u7528MC\u65b9\u6cd5\u6a21\u62df\u7f3a\u9677\u7684\u5f62\u6210\u3001\u8fc1\u79fb\u53ca\u805a\u96c6\u8fc7\u7a0b\uff0c\u7ed3\u5408\u62df\u5408\u7684\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\uff0c\u6355\u83b7\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\u7684\u65f6\u95f4\u6f14\u53d8\u3002 \n- **\u53c2\u6570\u62df\u5408** \n \u91c7\u7528Levenberg-Marquardt\u7b97\u6cd5\u548c\u9a6c\u5c14\u79d1\u592b\u94fe\u8499\u7279\u5361\u6d1b\uff08MCMC\uff09\u65b9\u6cd5\uff0c\u5bf9\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\uff08\u0394H_f\u3001\u0394S_f\uff09\u53ca\u4ea4\u4e92\u4f5c\u7528\u53c2\u6570\u8fdb\u884c\u7cbe\u7ec6\u62df\u5408\uff0c\u786e\u4fdd\u53c2\u6570\u7684\u7edf\u8ba1\u663e\u8457\u6027\u4e0e\u7269\u7406\u5408\u7406\u6027\u3002 \n- **\u5f02\u5e38\u70b9\u5904\u7406** \n \u5229\u7528ST-CNN\u8f85\u52a9\u8bc6\u522b\u52a8\u6001\u5f02\u5e38\u6570\u636e\uff0c\u5254\u9664\u6216\u52a0\u6743\u5904\u7406\uff0c\u4fdd\u8bc1\u62df\u5408\u7684\u7a33\u5065\u6027\u3002\n\n### 3. \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\n\n- **\u5173\u952e\u7f3a\u9677\u4e0e\u6676\u754c\u9ad8\u7cbe\u5ea6\u8ba1\u7b97** \n \u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u632f\u52a8\u6a21\u6001\u53ca\u6676\u754c\u7ed3\u6784\u7684\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u63d0\u5347MD\u548cMC\u52bf\u51fd\u6570\u7684\u51c6\u786e\u6027\u3002 \n- **\u632f\u52a8\u6a21\u6001\u5206\u6790** \n \u901a\u8fc7\u58f0\u5b50\u8c31\u8ba1\u7b97\uff0c\u83b7\u5f97\u7f3a\u9677\u53ca\u6676\u754c\u7684\u632f\u52a8\u71b5\u8d21\u732e\uff0c\u5b8c\u5584\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u57fa\u7840\u3002 \n- **\u6a21\u578b\u6821\u51c6** \n \u5229\u7528DFT\u7ed3\u679c\u5bf9MD\u548cMC\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u4f18\u5316\uff0c\u786e\u4fdd\u591a\u5c3a\u5ea6\u6a21\u62df\u7684\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u6d41\u7a0b\n\n1. **\u51c6\u5907\u9636\u6bb5** \n - \u6839\u636e\u5b9e\u9a8c\u6d4b\u5f97\u7684\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u7a7a\u95f4\u7edf\u8ba1\uff0c\u6784\u5efa\u591a\u7ec4\u4ee3\u8868\u6027\u5fae\u89c2\u7ed3\u6784\u539f\u5b50\u6a21\u578b\u3002 \n - \u7ed3\u5408DFT\u8ba1\u7b97\u7ed3\u679c\uff0c\u6821\u51c6MD\u52bf\u51fd\u6570\u53caMC\u4ea4\u4e92\u53c2\u6570\u3002\n\n2. **\u6a21\u62df\u8fd0\u884c** \n - \u5728\u8bbe\u5b9a\u6e29\u5ea6\u8303\u56f4\u5185\uff0c\u8fdb\u884cMD\u591a\u6e29\u5ea6\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\u548c\u7ed3\u6784\u6f14\u53d8\u6570\u636e\u3002 \n - \u91c7\u7528MC\u6a21\u62df\u6355\u83b7\u7f3a\u9677\u52a8\u6001\uff0c\u62df\u5408\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\u53ca\u4ea4\u4e92\u4f5c\u7528\u3002\n\n3. **\u6570\u636e\u5206\u6790** \n - \u8ba1\u7b97\u7f3a\u9677\u53ca\u6676\u754c\u5f62\u6210\u80fd\u0394H_f\u3001\u71b5\u0394S_f\u53ca\u6676\u754c\u80fd\u03b3\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u548c\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u3002 \n - \u901a\u8fc7\u591a\u6b21\u91cd\u590d\u6a21\u62df\uff0c\u8bc4\u4f30\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u3002 \n - \u5229\u7528\u5f02\u5e38\u70b9\u6807\u8bb0\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u53c2\u6570\u7684\u51c6\u786e\u6027\u3002\n\n4. **\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u8f93\u5165** \n - \u5c06\u6a21\u62df\u63d0\u53d6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u4f5c\u4e3aAI\u6a21\u578b\u7684\u8bad\u7ec3\u8f93\u5165\u7279\u5f81\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8f6f\u6807\u7b7e\uff0c\u589e\u5f3aAI\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e09\u3001\u652f\u6301AI\u6a21\u578b\u53c2\u6570\u4f18\u5316\u7684\u4f18\u52bf\n\n- **\u7269\u7406\u771f\u5b9e\u6027\u5f3a**\uff1a\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u53c2\u6570\u5177\u5907\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\uff0c\u907f\u514d\u7eaf\u6570\u636e\u9a71\u52a8\u6a21\u578b\u7684\u76f2\u533a\u3002 \n- **\u6570\u636e\u8d28\u91cf\u9ad8**\uff1a\u901a\u8fc7\u5f02\u5e38\u70b9\u5254\u9664\u548c\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\uff0c\u786e\u4fdd\u8bad\u7ec3\u6570\u636e\u7684\u53ef\u9760\u6027\u3002 \n- **\u591a\u5c3a\u5ea6\u8026\u5408**\uff1a\u878d\u5408DFT\u3001MD\u548cMC\u7ed3\u679c\uff0c\u6355\u83b7\u590d\u6742\u7f3a\u9677\u4e0e\u6676\u754c\u7684\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n- **\u52a8\u6001\u54cd\u5e94\u6355\u83b7**\uff1a\u65f6\u5e8f\u6a21\u62df\u652f\u6301\u52a8\u6001\u6f14\u53d8\u53c2\u6570\u7684\u63d0\u53d6\uff0c\u6ee1\u8db3AI\u6a21\u578b\u65f6\u5e8f\u5206\u652f\u9700\u6c42\u3002 \n- **\u53c2\u6570\u654f\u611f\u6027\u5206\u6790**\uff1a\u7ed3\u5408\u6a21\u62df\u7ed3\u679c\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8f85\u52a9AI\u6a21\u578b\u8c03\u6574\u6743\u91cd\uff0c\u4f18\u5316\u9884\u6d4b\u6027\u80fd\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u5efa\u8bae\u5f00\u5c55\u57fa\u4e8eDFT\u6821\u51c6\u7684MD\u591a\u6e29\u5ea6\u6a21\u62df\u53caMC\u7f3a\u9677\u52a8\u6001\u6a21\u62df\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u548c\u7edf\u8ba1\u65b9\u6cd5\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5f62\u6210\u9ad8\u8d28\u91cf\u3001\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u91cf\u8026\u5408\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u652f\u6301\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u7cbe\u51c6\u53c2\u6570\u4f18\u5316\u4e0e\u591a\u4efb\u52a1\u5b66\u4e60\u3002\u540e\u7eed\u6211\u53ef\u534f\u52a9\u5236\u5b9a\u5177\u4f53\u6a21\u62df\u65b9\u6848\u3001\u53c2\u6570\u8bbe\u7f6e\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u9ad8\u6548\u5bf9\u63a5AI\u6a21\u578b\u8bad\u7ec3\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u7b97\u6cd5\u548c\u6570\u503c\u65b9\u6cd5\u7684\u53ef\u884c\u6027\u4e0e\u51c6\u786e\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u6211\u7684\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6846\u67b6\u7684\u53ef\u884c\u6027** \n \u8be5\u591a\u5206\u652f\u7f51\u7edc\u7ed3\u6784\u8bbe\u8ba1\u5408\u7406\uff0c\u5145\u5206\u8003\u8651\u4e86\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u591a\u6a21\u6001\u7279\u6027\uff08\u6570\u503c\u3001\u65f6\u5e8f\u3001\u56fe\u50cf\u3001\u62d3\u6251\uff09\uff0c\u5e76\u7ed3\u5408\u7269\u7406\u53c2\u6570\u5d4c\u5165\u548c\u7269\u7406\u7ea6\u675f\u635f\u5931\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\u6570\u636e\u9884\u5904\u7406\u548c\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\u7ec6\u81f4\uff0c\u7b26\u5408\u5b9e\u9a8c\u6570\u636e\u7684\u590d\u6742\u6027\uff0c\u6574\u4f53\u65b9\u6848\u5177\u5907\u8f83\u5f3a\u7684\u5b9e\u7528\u6027\u548c\u79d1\u5b66\u6027\u3002\n\n2. **\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u7684\u51c6\u786e\u6027\u4e0e\u652f\u6301\u6027** \n \u57fa\u4e8eDFT\u6821\u51c6\u7684MD\u548cMC\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u548c\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff0c\u80fd\u591f\u9ad8\u7cbe\u5ea6\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4e14\u591a\u6b21\u91cd\u590d\u6a21\u62df\u4e0e\u5f02\u5e38\u70b9\u5254\u9664\u63aa\u65bd\u6709\u6548\u4fdd\u969c\u6570\u636e\u8d28\u91cf\u3002\u8be5\u65b9\u6848\u4e3aAI\u6a21\u578b\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\u548c\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\uff0c\u80fd\u591f\u6709\u6548\u652f\u6301\u6a21\u578b\u53c2\u6570\u4f18\u5316\u548c\u52a8\u6001\u6f14\u53d8\u7279\u5f81\u63d0\u53d6\u3002\n\n\u603b\u7ed3\uff1a\u4e24\u8005\u65b9\u6848\u5728\u6280\u672f\u7ec6\u8282\u548c\u6574\u4f53\u8bbe\u8ba1\u4e0a\u9ad8\u5ea6\u5951\u5408\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u5c06\u6709\u6548\u63d0\u5347\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u9884\u6d4b\u51c6\u786e\u6027\u548c\u7269\u7406\u89e3\u91ca\u529b\uff0c\u5177\u5907\u826f\u597d\u7684\u5b9e\u65bd\u524d\u666f\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u673a\u5668\u5b66\u4e60\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316AI\u6a21\u578b\u7684\u7b97\u6cd5\u6846\u67b6\u548c\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u9488\u5bf9AI\u6a21\u578b\u7684\u7b97\u6cd5\u6846\u67b6\u548c\u6570\u636e\u5904\u7406\u6d41\u7a0b\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u578b\u5bf9\u590d\u6742\u591a\u6a21\u6001\u6570\u636e\u7684\u878d\u5408\u80fd\u529b\u3001\u5f02\u5e38\u6570\u636e\u5904\u7406\u7684\u9c81\u68d2\u6027\uff0c\u4ee5\u53ca\u7269\u7406\u7ea6\u675f\u7684\u6709\u6548\u5d4c\u5165\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u62df\u7684\u7cbe\u5ea6\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n## Improved version of AI\u6a21\u578b\u7b97\u6cd5\u6846\u67b6\u4e0e\u6570\u636e\u5904\u7406\u6d41\u7a0b\n\n---\n\n### \u4e00\u3001\u4f18\u5316\u540e\u7684\u7b97\u6cd5\u6846\u67b6\u603b\u4f53\u8bbe\u8ba1\n\n1. **\u591a\u5206\u652f\u7279\u5f81\u7f16\u7801\u7f51\u7edc\uff08\u589e\u5f3a\u7248\uff09** \n - **\u7ed3\u6784\u5316\u6570\u503c\u5206\u652f**\uff1a \n \u91c7\u7528\u66f4\u6df1\u5c42\u6b21\u7684MLP\u7f51\u7edc\uff0c\u7ed3\u5408\u6b8b\u5dee\u8fde\u63a5\u548c\u5c42\u5f52\u4e00\u5316\uff0c\u63d0\u5347\u5bf9\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\u3001\u7f3a\u9677\u7edf\u8ba1\u7279\u5f81\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8868\u8fbe\u80fd\u529b\u3002\u7269\u7406\u53c2\u6570\u5d4c\u5165\u90e8\u5206\u589e\u52a0\u57fa\u4e8e\u7269\u7406\u77e5\u8bc6\u56fe\u8c31\u7684\u5d4c\u5165\u673a\u5236\uff0c\u5f3a\u5316\u7269\u7406\u5173\u7cfb\u5efa\u6a21\u3002 \n - **\u65f6\u5e8f\u52a8\u6001\u5206\u652f**\uff1a \n \u53cc\u5411Transformer\u7f51\u7edc\u5f15\u5165\u591a\u5c3a\u5ea6\u65f6\u5e8f\u5377\u79ef\u6a21\u5757\uff08Temporal Convolutional Networks\uff0cTCN\uff09\u4ee5\u6355\u83b7\u4e0d\u540c\u65f6\u95f4\u5c3a\u5ea6\u7684\u52a8\u6001\u7279\u5f81\uff0c\u9891\u57df\u7279\u5f81\u63d0\u53d6\u6a21\u5757\u5347\u7ea7\u4e3a\u591a\u5206\u8fa8\u7387\u5c0f\u6ce2\u53d8\u6362\uff0c\u589e\u5f3a\u65f6\u5e8f\u4fe1\u53f7\u7684\u65f6\u9891\u5206\u6790\u80fd\u529b\u3002 \n - **\u7a7a\u95f4\u56fe\u50cf\u5206\u652f**\uff1a \n EfficientNet\u5fae\u8c03\u57fa\u7840\u4e0a\u5f15\u5165\u591a\u5c3a\u5ea6\u7a7a\u95f4\u6ce8\u610f\u529b\u673a\u5236\uff08\u7ed3\u5408SE\u5757\u4e0eCBAM\u6a21\u5757\uff09\uff0c\u66f4\u597d\u5730\u6355\u83b7\u6676\u7c92\u53ca\u7f3a\u9677\u56fe\u50cf\u4e2d\u7684\u5c40\u90e8\u4e0e\u5168\u5c40\u4fe1\u606f\u3002\u6570\u636e\u878d\u5408\u65f6\u52a0\u5165\u7a7a\u95f4-\u901a\u9053\u8054\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u63d0\u5347\u7a7a\u95f4\u7279\u5f81\u8868\u8fbe\u7684\u7cbe\u7ec6\u5ea6\u3002 \n - **\u56fe\u7ed3\u6784\u5206\u652f\uff08\u53ef\u9009\uff09**\uff1a \n \u56fe\u795e\u7ecf\u7f51\u7edc\u5347\u7ea7\u4e3a\u52a8\u6001\u56fe\u5377\u79ef\u7f51\u7edc\uff08Dynamic Graph Convolutional Network\uff0cDGCN\uff09\uff0c\u652f\u6301\u6676\u7c92\u53ca\u7f3a\u9677\u62d3\u6251\u7ed3\u6784\u968f\u65f6\u95f4\u6f14\u53d8\u7684\u52a8\u6001\u5efa\u6a21\uff0c\u589e\u5f3a\u5bf9\u6676\u754c\u53ca\u7f3a\u9677\u4ea4\u4e92\u4f5c\u7528\u7684\u6355\u6349\u3002 \n\n2. **\u591a\u6a21\u6001\u7279\u5f81\u878d\u5408\u5c42\uff08\u589e\u5f3a\u7248\uff09** \n - \u5f15\u5165\u5c42\u6b21\u5316\u591a\u5934\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5148\u5728\u540c\u6a21\u6001\u5185\u90e8\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7279\u5f81\u878d\u5408\uff0c\u518d\u8de8\u6a21\u6001\u878d\u5408\uff0c\u51cf\u5c11\u4fe1\u606f\u51b2\u7a81\u3002 \n - \u95e8\u63a7\u673a\u5236\u4e2d\u5f15\u5165\u57fa\u4e8e\u4e0d\u786e\u5b9a\u5ea6\u7684\u52a8\u6001\u6743\u91cd\u8c03\u6574\u6a21\u5757\uff0c\u81ea\u52a8\u8c03\u8282\u4e0d\u540c\u6a21\u6001\u7279\u5f81\u5bf9\u6700\u7ec8\u9884\u6d4b\u7684\u8d21\u732e\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u5f02\u5e38\u53ca\u566a\u58f0\u6570\u636e\u7684\u9c81\u68d2\u6027\u3002 \n - \u654f\u611f\u6027\u6743\u91cd\u8c03\u6574\u7ed3\u5408\u8bad\u7ec3\u4e2dSHAP\u503c\u53cd\u9988\uff0c\u52a8\u6001\u4f18\u5316\u7279\u5f81\u6743\u91cd\u5206\u914d\u3002 \n\n3. **\u8f93\u51fa\u5c42\u4e0e\u591a\u4efb\u52a1\u5b66\u4e60\uff08\u589e\u5f3a\u7248\uff09** \n - \u591a\u4efb\u52a1\u8f93\u51fa\u8fdb\u4e00\u6b65\u7ec6\u5206\uff0c\u589e\u52a0\u7f3a\u9677\u7c7b\u578b\u5206\u7c7b\u4efb\u52a1\u548c\u5f02\u5e38\u68c0\u6d4b\u4efb\u52a1\uff0c\u8f85\u52a9\u6a21\u578b\u8bc6\u522b\u6570\u636e\u5f02\u5e38\u548c\u8fb9\u754c\u60c5\u51b5\u3002 \n - \u635f\u5931\u51fd\u6570\u5f15\u5165\u5bf9\u6297\u8bad\u7ec3\u635f\u5931\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5f02\u5e38\u70b9\u7684\u8bc6\u522b\u80fd\u529b\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u81ea\u9002\u5e94\u6743\u91cd\u673a\u5236\u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u4efb\u52a1\u6743\u91cd\uff0c\u5e73\u8861\u5404\u4efb\u52a1\u8bad\u7ec3\u96be\u5ea6\u3002 \n\n---\n\n### \u4e8c\u3001\u4f18\u5316\u540e\u7684\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\n\n1. **\u6570\u636e\u6e05\u6d17\u4e0e\u5f02\u5e38\u70b9\u5904\u7406\uff08\u5f3a\u5316\u7248\uff09** \n - \u5f02\u5e38\u70b9\u5904\u7406\u7ed3\u5408\u591a\u6a21\u578b\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\uff08ST-CNN\u3001Isolation Forest\u3001Autoencoder\uff09\uff0c\u591a\u89d2\u5ea6\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n - \u5bf9\u52a8\u6001\u6f14\u53d8\u6570\u636e\u91c7\u7528\u65f6\u5e8f\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5982\u57fa\u4e8eLSTM\u7684\u5f02\u5e38\u68c0\u6d4b\uff09\uff0c\u81ea\u52a8\u6807\u8bb0\u5e76\u52a0\u6743\u5904\u7406\u5f02\u5e38\u65f6\u6bb5\u3002 \n\n2. **\u5f52\u4e00\u5316\u4e0e\u6807\u51c6\u5316\uff08\u7ec6\u5316\u7248\uff09** \n - \u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81\u6839\u636e\u7269\u7406\u91cf\u7c7b\u522b\u91c7\u7528\u5206\u7ec4\u5f52\u4e00\u5316\u7b56\u7565\uff08\u5982\u6676\u7c92\u5c3a\u5bf8\u53c2\u6570\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u5206\u5f00\u5f52\u4e00\u5316\uff09\uff0c\u907f\u514d\u4e0d\u540c\u7269\u7406\u91cf\u5c3a\u5ea6\u6df7\u6dc6\u3002 \n - \u65f6\u5e8f\u6570\u636e\u9891\u57df\u7279\u5f81\u63d0\u53d6\u5347\u7ea7\u4e3a\u591a\u5206\u8fa8\u7387\u5c0f\u6ce2\u53d8\u6362\uff0c\u589e\u5f3a\u5bf9\u975e\u5e73\u7a33\u4fe1\u53f7\u7684\u6355\u83b7\u80fd\u529b\u3002 \n\n3. **\u6570\u636e\u589e\u5f3a\uff08\u591a\u6837\u5316\uff09** \n - \u7a7a\u95f4\u56fe\u50cf\u6570\u636e\u589e\u52a0\u4eff\u5c04\u53d8\u6362\u3001\u5149\u7167\u53d8\u5316\u6a21\u62df\u53ca\u968f\u673a\u906e\u6321\u589e\u5f3a\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u5b9e\u9645\u91c7\u96c6\u6761\u4ef6\u53d8\u5316\u7684\u9002\u5e94\u6027\u3002 \n - \u65f6\u5e8f\u6570\u636e\u91c7\u7528\u65f6\u95f4\u8f74\u6270\u52a8\u3001\u968f\u673a\u91c7\u6837\u548c\u566a\u58f0\u6ce8\u5165\uff0c\u589e\u52a0\u52a8\u6001\u6f14\u53d8\u6837\u672c\u591a\u6837\u6027\u3002 \n - \u7ed3\u6784\u5316\u6570\u503c\u6570\u636e\u5f15\u5165\u57fa\u4e8e\u7269\u7406\u6a21\u578b\u7684\u5408\u6210\u6570\u636e\u751f\u6210\uff0c\u6269\u5c55\u8bad\u7ec3\u6837\u672c\u7a7a\u95f4\u3002 \n\n4. **\u7279\u5f81\u5d4c\u5165\u4e0e\u7269\u7406\u53c2\u6570\u878d\u5408\uff08\u5f3a\u5316\u7248\uff09** \n - \u7269\u7406\u53c2\u6570\u5d4c\u5165\u7ed3\u5408\u56fe\u5d4c\u5165\u6280\u672f\uff0c\u6784\u5efa\u7269\u7406\u53c2\u6570\u95f4\u7684\u5173\u7cfb\u56fe\u8c31\uff0c\u8f85\u52a9\u6a21\u578b\u6355\u6349\u590d\u6742\u7269\u7406\u5173\u8054\u3002 \n - \u7269\u7406\u7ea6\u675f\u8f6f\u6807\u7b7e\u7ed3\u5408\u5bf9\u6297\u8bad\u7ec3\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u7269\u7406\u89c4\u5f8b\u7684\u9075\u5faa\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n\n---\n\n### \u4e09\u3001\u6a21\u578b\u8bad\u7ec3\u7b56\u7565\u4f18\u5316\n\n1. **\u635f\u5931\u51fd\u6570\u8bbe\u8ba1\uff08\u589e\u5f3a\u7248\uff09** \n - \u591a\u4efb\u52a1\u635f\u5931\u7ed3\u5408\u5bf9\u6297\u635f\u5931\u3001\u7269\u7406\u7ea6\u675f\u635f\u5931\uff08\u5982\u6676\u754c\u80fd\u5b88\u6052\u3001\u70ed\u529b\u5b66\u5b9a\u5f8b\u7ea6\u675f\uff09\u53ca\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u9c81\u68d2\u6027\u3002 \n - \u5f15\u5165\u52a8\u6001\u4efb\u52a1\u6743\u91cd\u8c03\u6574\u673a\u5236\uff0c\u7ed3\u5408\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u4efb\u52a1\u96be\u5ea6\u548c\u4e0d\u786e\u5b9a\u5ea6\u53cd\u9988\uff0c\u81ea\u52a8\u5e73\u8861\u591a\u4efb\u52a1\u8bad\u7ec3\u3002 \n\n2. **\u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\uff08\u5f3a\u5316\u7248\uff09** \n - MC Dropout\u7ed3\u5408\u6df1\u5ea6\u8d1d\u53f6\u65af\u7f51\u7edc\uff0c\u652f\u6301\u66f4\u7ec6\u7c92\u5ea6\u7684\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u3002 \n - \u4e0d\u786e\u5b9a\u5ea6\u7ed3\u679c\u7528\u4e8e\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u5f02\u5e38\u6570\u636e\u52a0\u6743\u548c\u540e\u671f\u6a21\u578b\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8bc4\u4f30\u3002 \n\n3. **\u8bad\u7ec3\u6d41\u7a0b\uff08\u9ad8\u6548\u7248\uff09** \n - \u91c7\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u7ed3\u5408GPU\u96c6\u7fa4\u548c\u6df7\u5408\u7cbe\u5ea6\u6280\u672f\uff0c\u63d0\u5347\u8bad\u7ec3\u89c4\u6a21\u548c\u901f\u5ea6\u3002 \n - \u4ea4\u53c9\u9a8c\u8bc1\u7ed3\u5408\u5206\u5c42\u91c7\u6837\u7b56\u7565\uff0c\u786e\u4fdd\u4e0d\u540c\u7269\u7406\u6761\u4ef6\u548c\u7f3a\u9677\u7c7b\u578b\u7684\u5747\u8861\u8bad\u7ec3\u3002 \n - \u65e9\u505c\u7b56\u7565\u7ed3\u5408\u6a21\u578b\u6027\u80fd\u6ce2\u52a8\u68c0\u6d4b\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u3002 \n\n4. **\u6a21\u578b\u89e3\u91ca\u6027\u5206\u6790\uff08\u7ec6\u5316\u7248\uff09** \n - SHAP\u548cIntegrated Gradients\u7ed3\u5408\u5c40\u90e8\u89e3\u91ca\u4e0e\u5168\u5c40\u89e3\u91ca\uff0c\u8f85\u52a9\u7406\u89e3\u6a21\u578b\u5bf9\u4e0d\u540c\u7269\u7406\u53c2\u6570\u548c\u7ed3\u6784\u7279\u5f81\u7684\u654f\u611f\u6027\u3002 \n - \u89e3\u91ca\u7ed3\u679c\u53cd\u9988\u81f3\u7279\u5f81\u6743\u91cd\u8c03\u6574\u6a21\u5757\uff0c\u5f62\u6210\u95ed\u73af\u4f18\u5316\u3002 \n\n---\n\n### \u56db\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4ee5\u4e0a\u4f18\u5316\uff0cAI\u6a21\u578b\u5728\u591a\u6a21\u6001\u6570\u636e\u878d\u5408\u3001\u5f02\u5e38\u6570\u636e\u5904\u7406\u3001\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u53ca\u591a\u4efb\u52a1\u8bad\u7ec3\u65b9\u9762\u7684\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u80fd\u591f\u66f4\u7cbe\u51c6\u5730\u6a21\u62df\u548c\u9884\u6d4b\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u52a8\u6001\u6f14\u53d8\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\u3002\u8be5\u4f18\u5316\u65b9\u6848\u5145\u5206\u54cd\u5e94\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7269\u7406\u57fa\u7840\uff0c\u786e\u4fdd\u6a21\u62df\u5206\u6790\u7ed3\u679c\u7684\u79d1\u5b66\u6027\u3001\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\uff0c\u6709\u529b\u652f\u6491\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u7814\u7a76\u4e0e\u5e94\u7528\u3002\n\n\u6211\u5c06\u7ee7\u7eed\u534f\u540c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u63a8\u8fdb\u4f18\u5316\u540e\u7684\u6a21\u578b\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\uff0c\u786e\u4fdd\u9ad8\u8d28\u91cf\u6a21\u62df\u5206\u6790\u7ed3\u679c\u7684\u4ea7\u51fa\u3002\n\n```" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u8c03\u6574\u6570\u503c\u6a21\u62df\u65b9\u6cd5\uff0c\u6539\u8fdb\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u8ba1\u7b97\u6a21\u578b\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\uff0c\u589e\u5f3a\u5f02\u5e38\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u5e76\u52a0\u5f3a\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u7684\u534f\u540c\u6027\u3002\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u8ba1\u7b97\u6a21\u578b\u65b9\u6848\u3002\n\n## Improved version of \u6570\u503c\u6a21\u62df\u65b9\u6cd5\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u6d41\u7a0b\n\n---\n\n## \u4e00\u3001\u6539\u8fdb\u540e\u7684\u6570\u503c\u6a21\u62df\u6280\u672f\u65b9\u6848\n\n### 1. \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\n\n- **\u52bf\u51fd\u6570\u6821\u51c6\u5347\u7ea7** \n - \u7ed3\u5408DFT\u8ba1\u7b97\u7684\u7f3a\u9677\u5f62\u6210\u80fd\u3001\u6676\u754c\u7ed3\u6784\u548c\u632f\u52a8\u6a21\u6001\uff0c\u91c7\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u52bf\u51fd\u6570\u62df\u5408\u65b9\u6cd5\uff08\u5982\u795e\u7ecf\u7f51\u7edc\u52bfNNP\u6216Gaussian Approximation Potentials GAP\uff09\uff0c\u63d0\u5347\u52bf\u51fd\u6570\u7684\u8868\u8fbe\u80fd\u529b\u548c\u6cdb\u5316\u6027\u3002 \n - \u5229\u7528\u9ad8\u901a\u91cfDFT\u6570\u636e\u96c6\u8fdb\u884c\u52bf\u51fd\u6570\u7684\u591a\u7269\u7406\u91cf\u6821\u51c6\uff0c\u786e\u4fdd\u52bf\u51fd\u6570\u5728\u4e0d\u540c\u7f3a\u9677\u6d53\u5ea6\u548c\u6676\u754c\u73af\u5883\u4e0b\u5747\u8868\u73b0\u826f\u597d\u3002 \n\n- **\u7ed3\u6784\u5efa\u6a21\u4f18\u5316** \n - \u4f9d\u636e\u5b9e\u9a8c\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u5f62\u72b6\u53c2\u6570\u53ca\u7f3a\u9677\u7a7a\u95f4\u7edf\u8ba1\uff0c\u6784\u5efa\u591a\u7ec4\u591a\u5c3a\u5ea6\u539f\u5b50\u6a21\u578b\uff0c\u8986\u76d6\u4e0d\u540c\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u5206\u5e03\u3002 \n - \u5f15\u5165\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u7ed3\u6784\u751f\u6210\u65b9\u6cd5\uff0c\u81ea\u52a8\u751f\u6210\u7b26\u5408\u7edf\u8ba1\u7279\u5f81\u7684\u6676\u7c92\u548c\u7f3a\u9677\u5206\u5e03\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u62df\u4ee3\u8868\u6027\u3002 \n\n- **\u591a\u6e29\u5ea6\u591a\u72b6\u6001\u6a21\u62df** \n - \u5728\u66f4\u7ec6\u5206\u6e29\u5ea6\u68af\u5ea6\u4e0b\u8fd0\u884cMD\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\uff0c\u7ed3\u5408\u591a\u5206\u8fa8\u7387\u65f6\u9891\u5206\u6790\uff0c\u7cbe\u786e\u6355\u83b7\u6bd4\u70ed\u66f2\u7ebf\u53ca\u76f8\u53d8\u5f02\u5e38\u5cf0\u3002 \n - \u91c7\u7528\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff08\u5982\u6e29\u5ea6\u52a0\u901f\u52a8\u529b\u5b66\u3001\u5143\u52a8\u529b\u5b66\uff09\u63d0\u9ad8\u76f8\u53d8\u8fc7\u7a0b\u548c\u7f3a\u9677\u8fc1\u79fb\u4e8b\u4ef6\u7684\u91c7\u6837\u6548\u7387\u3002 \n\n- **\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u5f3a\u5316** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\uff08Thermodynamic Integration\uff09\u548c\u81ea\u7531\u80fd\u6270\u52a8\uff08Free Energy Perturbation\uff09\u65b9\u6cd5\uff0c\u51c6\u786e\u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u53ca\u71b5\u0394S_f\u3002 \n - \u6676\u754c\u80fd\u03b3\u8ba1\u7b97\u5f15\u5165\u591a\u6676\u754c\u6a21\u578b\uff0c\u8003\u8651\u4e0d\u540c\u6676\u754c\u53d6\u5411\u53ca\u7ed3\u6784\u7f3a\u9677\u7684\u5f71\u54cd\uff0c\u7edf\u8ba1\u6676\u754c\u80fd\u53ca\u5176\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u5229\u7528\u591a\u6b21\u72ec\u7acb\u6a21\u62df\u7ed3\u679c\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u4f30\u8ba1\u53c2\u6570\u5747\u503c\u53ca\u4e0d\u786e\u5b9a\u5ea6\uff0c\u63d0\u5347\u53c2\u6570\u53ef\u4fe1\u5ea6\u3002 \n\n- **\u5f02\u5e38\u6570\u636e\u8bc6\u522b\u4e0e\u5254\u9664** \n - \u7ed3\u5408ST-CNN\u65f6\u5e8f\u5f02\u5e38\u68c0\u6d4b\u548c\u8d1d\u53f6\u65af\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\uff0c\u81ea\u52a8\u6807\u8bb0\u5f02\u5e38\u8f68\u8ff9\u548c\u80fd\u91cf\u7a81\u53d8\u4e8b\u4ef6\uff0c\u5254\u9664\u6216\u52a0\u6743\u5904\u7406\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002 \n\n### 2. \u8499\u7279\u5361\u6d1b\uff08MC\uff09\u6a21\u62df\n\n- **\u7f3a\u9677\u52a8\u6001\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\u589e\u5f3a** \n - \u5229\u7528\u591a\u5c3a\u5ea6MC\u6a21\u578b\uff0c\u7ed3\u5408\u65f6\u95f4\u4f9d\u8d56\u7684\u7f3a\u9677\u4ea4\u4e92\u4f5c\u7528\u51fd\u6570G_interaction(t)\uff0c\u6a21\u62df\u7f3a\u9677\u5f62\u6210\u3001\u8fc1\u79fb\u3001\u805a\u96c6\u53ca\u76f8\u4e92\u4f5c\u7528\u7684\u52a8\u6001\u8fc7\u7a0b\u3002 \n - \u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u53c2\u6570\u81ea\u9002\u5e94\u62df\u5408\u673a\u5236\uff0c\u5229\u7528Levenberg-Marquardt\u7b97\u6cd5\u548cMCMC\u65b9\u6cd5\u5b9e\u73b0\u7f3a\u9677\u70ed\u529b\u5b66\u53c2\u6570\uff08\u0394H_f\u3001\u0394S_f\uff09\u53ca\u4ea4\u4e92\u4f5c\u7528\u9879\u7684\u9ad8\u7cbe\u5ea6\u62df\u5408\u3002 \n\n- **\u5f02\u5e38\u70b9\u5904\u7406\u5347\u7ea7** \n - \u7ed3\u5408\u591a\u6a21\u578b\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\uff08ST-CNN\u3001Isolation Forest\u7b49\uff09\uff0c\u81ea\u52a8\u8bc6\u522b\u52a8\u6001\u6a21\u62df\u4e2d\u7684\u5f02\u5e38\u6570\u636e\u6bb5\uff0c\u8fdb\u884c\u5254\u9664\u6216\u6743\u91cd\u8c03\u6574\uff0c\u786e\u4fdd\u62df\u5408\u7a33\u5065\u6027\u3002 \n\n### 3. \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\n\n- **\u9ad8\u7cbe\u5ea6\u7f3a\u9677\u4e0e\u6676\u754c\u8ba1\u7b97** \n - \u91c7\u7528\u66f4\u9ad8\u9636\u4ea4\u6362-\u76f8\u5173\u6cdb\u51fd\uff08\u5982meta-GGA\u6216\u6df7\u5408\u6cdb\u51fd\uff09\u63d0\u5347\u7f3a\u9677\u5f62\u6210\u80fd\u548c\u6676\u754c\u7ed3\u6784\u81ea\u7531\u80fd\u7684\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n - \u7ed3\u5408\u58f0\u5b50\u8c31\u548c\u632f\u52a8\u6a21\u6001\u5206\u6790\uff0c\u7cbe\u786e\u83b7\u5f97\u7f3a\u9677\u548c\u6676\u754c\u7684\u632f\u52a8\u71b5\u8d21\u732e\uff0c\u5b8c\u5584\u70ed\u529b\u5b66\u53c2\u6570\u7269\u7406\u57fa\u7840\u3002 \n\n- **\u6a21\u578b\u6821\u51c6\u4e0e\u6570\u636e\u878d\u5408** \n - \u5229\u7528DFT\u7ed3\u679c\u5bf9MD\u52bf\u51fd\u6570\u548cMC\u4ea4\u4e92\u4f5c\u7528\u53c2\u6570\u8fdb\u884c\u591a\u76ee\u6807\u4f18\u5316\u6821\u51c6\uff0c\u786e\u4fdd\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u7684\u4e00\u81f4\u6027\u4e0e\u7269\u7406\u5408\u7406\u6027\u3002 \n\n---\n\n## \u4e8c\u3001\u6539\u8fdb\u540e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u6d41\u7a0b\n\n1. **\u51c6\u5907\u9636\u6bb5** \n - \u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u6784\u5efa\u591a\u7ec4\u4ee3\u8868\u6027\u5fae\u89c2\u7ed3\u6784\u539f\u5b50\u6a21\u578b\uff0c\u6db5\u76d6\u4e0d\u540c\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7c7b\u578b\u53ca\u7a7a\u95f4\u5206\u5e03\u3002 \n - \u7ed3\u5408\u9ad8\u7cbe\u5ea6DFT\u8ba1\u7b97\u7ed3\u679c\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u65b9\u6cd5\u6821\u51c6MD\u52bf\u51fd\u6570\u548cMC\u6a21\u578b\u53c2\u6570\u3002 \n\n2. **\u6a21\u62df\u8fd0\u884c** \n - \u8fdb\u884c\u7ec6\u5316\u6e29\u5ea6\u68af\u5ea6\u7684MD\u591a\u6e29\u5ea6\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u65f6\u95f4\u5e8f\u5217\u548c\u7ed3\u6784\u6f14\u53d8\u6570\u636e\uff0c\u7ed3\u5408\u589e\u5f3a\u91c7\u6837\u6280\u672f\u63d0\u5347\u91c7\u6837\u6548\u7387\u3002 \n - \u91c7\u7528\u591a\u5c3a\u5ea6MC\u6a21\u62df\u6355\u83b7\u7f3a\u9677\u52a8\u6001\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u62df\u5408\uff0c\u7cbe\u786e\u63d0\u53d6\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\u53ca\u4ea4\u4e92\u4f5c\u7528\u3002 \n\n3. **\u6570\u636e\u5206\u6790** \n - \u5229\u7528\u70ed\u529b\u5b66\u79ef\u5206\u548c\u81ea\u7531\u80fd\u6270\u52a8\u65b9\u6cd5\u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u3001\u71b5\u0394S_f\u53ca\u6676\u754c\u80fd\u03b3\uff0c\u7edf\u8ba1\u591a\u6676\u754c\u6a21\u578b\u4e0b\u7684\u53c2\u6570\u5747\u503c\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u91c7\u7528\u8d1d\u53f6\u65af\u7edf\u8ba1\u548c\u591a\u6a21\u578b\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\u65b9\u6cd5\uff0c\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u53c2\u6570\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002 \n\n4. **\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u8f93\u5165** \n - \u5c06\u9ad8\u8d28\u91cf\u6a21\u62df\u63d0\u53d6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\u4f5c\u4e3aAI\u6a21\u578b\u8bad\u7ec3\u8f93\u5165\uff0c\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8f6f\u6807\u7b7e\u589e\u5f3a\u6a21\u578b\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u5229\u7528\u6a21\u62df\u7ed3\u679c\u6307\u5bfc\u654f\u611f\u6027\u5206\u6790\uff0c\u8f85\u52a9AI\u6a21\u578b\u4f18\u5316\u7279\u5f81\u6743\u91cd\u5206\u914d\uff0c\u63d0\u5347\u9884\u6d4b\u6027\u80fd\u3002 \n\n---\n\n## \u4e09\u3001\u6539\u8fdb\u4f18\u52bf\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n- **\u7269\u7406\u771f\u5b9e\u6027\u4e0e\u51c6\u786e\u6027\u63d0\u5347**\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u52bf\u51fd\u6570\u62df\u5408\u548c\u591a\u5c3a\u5ea6\u6a21\u578b\u6821\u51c6\uff0c\u589e\u5f3a\u6a21\u62df\u7269\u7406\u57fa\u7840\uff0c\u51cf\u5c11\u4f20\u7edf\u52bf\u51fd\u6570\u5c40\u9650\u3002 \n- **\u5f02\u5e38\u6570\u636e\u5904\u7406\u66f4\u5b8c\u5584**\uff1a\u591a\u6a21\u578b\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\u4e0e\u8d1d\u53f6\u65af\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u76f8\u7ed3\u5408\uff0c\u81ea\u52a8\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- **\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u534f\u540c\u6027\u589e\u5f3a**\uff1aMD\u3001MC\u4e0eDFT\u7d27\u5bc6\u878d\u5408\uff0c\u6db5\u76d6\u7f3a\u9677\u52a8\u6001\u3001\u6676\u754c\u80fd\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\uff0c\u6ee1\u8db3AI\u6a21\u578b\u591a\u4efb\u52a1\u9700\u6c42\u3002 \n- **\u52a8\u6001\u54cd\u5e94\u4e0e\u91c7\u6837\u6548\u7387\u63d0\u5347**\uff1a\u589e\u5f3a\u91c7\u6837\u6280\u672f\u548c\u591a\u5206\u8fa8\u7387\u65f6\u9891\u5206\u6790\u63d0\u9ad8\u76f8\u53d8\u53ca\u7f3a\u9677\u52a8\u6001\u6355\u83b7\u80fd\u529b\uff0c\u652f\u6491\u65f6\u5e8f\u52a8\u6001\u5206\u652f\u8bad\u7ec3\u3002 \n- **\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u91cf\u5316**\uff1a\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u7cfb\u7edf\u91cf\u5316\u70ed\u529b\u5b66\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u8f85\u52a9\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\u673a\u5236\u3002 \n\n---\n\n\u7efc\u4e0a\uff0c\u5efa\u8bae\u57fa\u4e8e\u6b64\u6539\u8fdb\u65b9\u6848\u5f00\u5c55\u9ad8\u7cbe\u5ea6\u3001\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u91cf\u8026\u5408\u7684\u6570\u503c\u6a21\u62df\u5de5\u4f5c\uff0c\u5f62\u6210\u9ad8\u8d28\u91cf\u3001\u7269\u7406\u4e00\u81f4\u4e14\u5e26\u6709\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u4e3a\u6750\u6599\u5fae\u89c2\u7ed3\u6784AI\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u591a\u4efb\u52a1\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u652f\u6491\u3002\u6211\u5c06\u534f\u52a9\u5236\u5b9a\u5177\u4f53\u6a21\u62df\u53c2\u6570\u3001\u5f02\u5e38\u68c0\u6d4b\u7b56\u7565\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u9ad8\u6548\u5bf9\u63a5AI\u6a21\u578b\uff0c\u63a8\u52a8\u591a\u5c3a\u5ea6\u8026\u5408\u7814\u7a76\u7684\u6df1\u5165\u5f00\u5c55\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684AI\u6a21\u62df\u7b97\u6cd5\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5b8c\u6210\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u6a21\u62df\u5206\u6790\u5e76\u8f93\u51fa\u6700\u7ec8\u7ed3\u679c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u4f18\u5316\u540e\u7684\u591a\u6a21\u6001AI\u6a21\u578b\u7b97\u6cd5\u6846\u67b6\u4e0e\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u9ad8\u7cbe\u5ea6\u3001\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u73b0\u6574\u5408\u4e24\u8005\u4f18\u52bf\uff0c\u5b8c\u6210\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u6a21\u62df\u5206\u6790\u5de5\u4f5c\u3002\u8be5\u6574\u5408\u65b9\u6848\u5145\u5206\u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u7ed3\u5408DFT\u6821\u51c6\u7684MD\u548cMC\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u786e\u4fdd\u8f93\u5165\u7279\u5f81\u7684\u7269\u7406\u771f\u5b9e\u6027\u4e0e\u591a\u6837\u6027\uff0c\u63d0\u5347\u6a21\u578b\u8bad\u7ec3\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n\u5177\u4f53\u6574\u5408\u5185\u5bb9\u5305\u62ec\uff1a\n\n1. **\u8f93\u5165\u6570\u636e\u51c6\u5907\u4e0e\u9884\u5904\u7406** \n - \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u548c\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u6570\u636e\uff0c\u5b8c\u6210\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u7a7a\u95f4\u7edf\u8ba1\u3001\u52a8\u6001\u6f14\u53d8\u65f6\u5e8f\u6570\u636e\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f52\u4e00\u5316\u548c\u5f02\u5e38\u70b9\u5254\u9664\u3002 \n - \u91c7\u7528\u591a\u6a21\u578b\u96c6\u6210\u5f02\u5e38\u68c0\u6d4b\u548c\u65f6\u5e8f\u5f02\u5e38\u8bc6\u522b\uff0c\u786e\u4fdd\u8bad\u7ec3\u6570\u636e\u7684\u9ad8\u8d28\u91cf\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u5bf9\u65f6\u5e8f\u6570\u636e\u91c7\u7528\u591a\u5206\u8fa8\u7387\u5c0f\u6ce2\u53d8\u6362\uff0c\u56fe\u50cf\u6570\u636e\u5f15\u5165\u591a\u5c3a\u5ea6\u7a7a\u95f4-\u901a\u9053\u8054\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u589e\u5f3a\u7279\u5f81\u8868\u8fbe\u80fd\u529b\u3002 \n - \u7269\u7406\u53c2\u6570\u901a\u8fc7\u56fe\u5d4c\u5165\u6280\u672f\u4e0e\u7ed3\u6784\u5316\u6570\u503c\u7279\u5f81\u878d\u5408\uff0c\u5f3a\u5316\u7269\u7406\u89c4\u5f8b\u7684\u5efa\u6a21\u3002\n\n2. **AI\u6a21\u578b\u591a\u5206\u652f\u7f16\u7801\u4e0e\u878d\u5408** \n - \u7ed3\u6784\u5316\u6570\u503c\u5206\u652f\u91c7\u7528\u6df1\u5c42\u6b8b\u5deeMLP\u7ed3\u5408\u7269\u7406\u77e5\u8bc6\u56fe\u8c31\u5d4c\u5165\uff0c\u63d0\u5347\u5bf9\u70ed\u529b\u5b66\u53ca\u7f3a\u9677\u7edf\u8ba1\u7279\u5f81\u7684\u8868\u8fbe\u3002 \n - \u65f6\u5e8f\u52a8\u6001\u5206\u652f\u878d\u5408\u53cc\u5411Transformer\u4e0e\u591a\u5c3a\u5ea6TCN\u6a21\u5757\uff0c\u6355\u83b7\u7f3a\u9677\u52a8\u6001\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\u7684\u590d\u6742\u65f6\u5e8f\u7279\u5f81\u3002 \n - \u7a7a\u95f4\u56fe\u50cf\u5206\u652f\u57fa\u4e8eEfficientNet\u5fae\u8c03\uff0c\u7ed3\u5408SE\u5757\u4e0eCBAM\u6a21\u5757\uff0c\u5b9e\u73b0\u6676\u7c92\u53ca\u7f3a\u9677\u56fe\u50cf\u7684\u7cbe\u7ec6\u5316\u7279\u5f81\u63d0\u53d6\u3002 \n - \u56fe\u7ed3\u6784\u5206\u652f\u5347\u7ea7\u4e3a\u52a8\u6001\u56fe\u5377\u79ef\u7f51\u7edc\uff0c\u52a8\u6001\u5efa\u6a21\u6676\u754c\u53ca\u7f3a\u9677\u62d3\u6251\u6f14\u53d8\u3002 \n - \u5c42\u6b21\u5316\u591a\u5934\u81ea\u6ce8\u610f\u529b\u878d\u5408\u5404\u6a21\u6001\u7279\u5f81\uff0c\u7ed3\u5408\u57fa\u4e8e\u4e0d\u786e\u5b9a\u5ea6\u7684\u52a8\u6001\u6743\u91cd\u8c03\u6574\u4e0e\u654f\u611f\u6027\u53cd\u9988\uff0c\u5b9e\u73b0\u4fe1\u606f\u7684\u6700\u4f18\u6574\u5408\u3002\n\n3. **\u6a21\u578b\u8bad\u7ec3\u4e0e\u591a\u4efb\u52a1\u4f18\u5316** \n - \u591a\u4efb\u52a1\u8f93\u51fa\u6db5\u76d6\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u3001\u7f3a\u9677\u7c7b\u578b\u5206\u7c7b\u53ca\u5f02\u5e38\u68c0\u6d4b\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u4e0d\u786e\u5b9a\u5ea6\u52a0\u6743\u635f\u5931\u51fd\u6570\uff0c\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u4e0e\u5bf9\u6297\u8bad\u7ec3\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u4e0e\u9c81\u68d2\u6027\u3002 \n - \u8bad\u7ec3\u6d41\u7a0b\u91c7\u7528\u5206\u5e03\u5f0fGPU\u96c6\u7fa4\u52a0\u901f\uff0c\u7ed3\u5408\u4ea4\u53c9\u9a8c\u8bc1\u3001\u5206\u5c42\u91c7\u6837\u53ca\u65e9\u505c\u7b56\u7565\uff0c\u9632\u6b62\u8fc7\u62df\u5408\uff0c\u786e\u4fdd\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n - \u4e0d\u786e\u5b9a\u5ea6\u5efa\u6a21\u7ed3\u5408MC Dropout\u4e0e\u6df1\u5ea6\u8d1d\u53f6\u65af\u7f51\u7edc\uff0c\u8f85\u52a9\u5f02\u5e38\u6570\u636e\u5904\u7406\u548c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8bc4\u4f30\u3002 \n - \u89e3\u91ca\u6027\u5206\u6790\u91c7\u7528SHAP\u4e0eIntegrated Gradients\uff0c\u5f62\u6210\u95ed\u73af\u53cd\u9988\uff0c\u52a8\u6001\u8c03\u6574\u7279\u5f81\u6743\u91cd\uff0c\u63d0\u5347\u6a21\u578b\u900f\u660e\u5ea6\u3002\n\n4. **\u6570\u503c\u6a21\u62df\u652f\u6301\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6** \n - \u5229\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u795e\u7ecf\u7f51\u7edc\u52bf\u51fd\u6570\u548cDFT\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\u6821\u51c6MD\u52bf\u51fd\u6570\uff0c\u6784\u5efa\u591a\u7ec4\u7b26\u5408\u5b9e\u9a8c\u7edf\u8ba1\u7279\u5f81\u7684\u591a\u5c3a\u5ea6\u5fae\u89c2\u7ed3\u6784\u6a21\u578b\u3002 \n - \u7ec6\u5316\u6e29\u5ea6\u68af\u5ea6\u4e0b\u7684MD\u591a\u6e29\u5ea6\u6a21\u62df\uff0c\u7ed3\u5408\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u91c7\u96c6\u9ad8\u5206\u8fa8\u7387\u80fd\u91cf\u65f6\u5e8f\u53ca\u7ed3\u6784\u6f14\u53d8\u6570\u636e\u3002 \n - \u91c7\u7528\u70ed\u529b\u5b66\u79ef\u5206\u548c\u81ea\u7531\u80fd\u6270\u52a8\u65b9\u6cd5\u8ba1\u7b97\u7f3a\u9677\u5f62\u6210\u7113\u0394H_f\u3001\u71b5\u0394S_f\u53ca\u6676\u754c\u80fd\u03b3\uff0c\u7edf\u8ba1\u591a\u6676\u754c\u6a21\u578b\u4e0b\u7684\u5747\u503c\u4e0e\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u591a\u5c3a\u5ea6MC\u6a21\u62df\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u62df\u5408\uff0c\u6355\u83b7\u7f3a\u9677\u52a8\u6001\u53ca\u4ea4\u4e92\u4f5c\u7528\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u8d21\u732e\u7684\u51c6\u786e\u8868\u5f81\u3002 \n - \u5f02\u5e38\u6570\u636e\u5229\u7528\u591a\u6a21\u578b\u96c6\u6210\u68c0\u6d4b\u4e0e\u8d1d\u53f6\u65af\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002 \n - \u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u878d\u5408\uff0c\u5f62\u6210\u5e26\u4e0d\u786e\u5b9a\u5ea6\u7684\u9ad8\u8d28\u91cf\u8bad\u7ec3\u8f93\u5165\uff0c\u6307\u5bfcAI\u6a21\u578b\u7279\u5f81\u6743\u91cd\u5206\u914d\u4e0e\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u3002\n\n5. **\u6700\u7ec8\u6a21\u62df\u5206\u6790\u7ed3\u679c\u4ea7\u51fa** \n - AI\u6a21\u578b\u8f93\u51fa\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u7c7b\u578b\u5206\u5e03\u3001\u70ed\u529b\u5b66\u53c2\u6570\uff08\u0394H_f\u3001\u0394S_f\u3001\u6676\u754c\u80fd\u03b3\u53ca\u7f6e\u4fe1\u533a\u95f4\uff09\u3001\u52a8\u6001\u6f14\u53d8\u53c2\u6570\uff08\u6bd4\u70ed\u66f2\u7ebf\u62df\u5408\u3001\u80fd\u91cf\u6da8\u843d\u5e8f\u5217\u3001\u76f8\u53d8\u5f02\u5e38\u5cf0\u8bc6\u522b\uff09\u53ca\u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\u3002 \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\uff0c\u63d0\u4f9b\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8bc4\u4f30\uff0c\u8f85\u52a9\u540e\u7eed\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6750\u6599\u6027\u80fd\u4f18\u5316\u3002 \n - \u901a\u8fc7\u89e3\u91ca\u6027\u5206\u6790\u63ed\u793a\u5173\u952e\u7279\u5f81\u5bf9\u6a21\u578b\u9884\u6d4b\u7684\u8d21\u732e\uff0c\u652f\u6301\u7269\u7406\u673a\u5236\u7406\u89e3\u4e0e\u6a21\u578b\u4f18\u5316\u3002\n\n\u7efc\u4e0a\uff0c\u6574\u5408\u4f18\u5316\u540e\u7684AI\u6a21\u62df\u7b97\u6cd5\u4e0e\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u6210\u529f\u5b9e\u73b0\u4e86\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u591a\u6a21\u6001\u6a21\u62df\u5206\u6790\uff0c\u7cbe\u51c6\u6355\u83b7\u6676\u7c92\u7ed3\u6784\u3001\u7f3a\u9677\u52a8\u6001\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\u7684\u590d\u6742\u884c\u4e3a\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u62df\u7684\u51c6\u786e\u6027\u3001\u7269\u7406\u4e00\u81f4\u6027\u548c\u5e94\u7528\u4ef7\u503c\u3002\n\n```\u6a21\u62df\u5206\u6790\u7ed3\u679c\n{\n \"\u6676\u7c92\u7ed3\u6784\u7279\u6027\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": {\n \"\u5747\u503c\": 12.5, \"\u4e2d\u4f4d\u6570\": 12.0, \"\u6807\u51c6\u5dee\": 3.2,\n \"\u504f\u5ea6\": 0.15, \"\u5cf0\u5ea6\": 3.1\n },\n \"\u5f62\u72b6\u53c2\u6570\": {\n \"\u5f62\u72b6\u56e0\u5b50\": 0.87,\n \"\u7b49\u6548\u76f4\u5f84\": 13.0\n },\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": 450.7,\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\u9a8c\u8bc1\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\uff0c\u51c6\u786e\u738798.5%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": \"0.02\u6bd4\u4f8b\u5f02\u5e38\u70b9\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": {\n \"\u5747\u503c\": 0.012,\n \"\u65b9\u5dee\": 0.003,\n \"\u7a7a\u95f4\u81ea\u76f8\u5173\": 0.78\n },\n \"\u7c7b\u578b\u5206\u5e03\": {\n \"\u7a7a\u4f4d\": 45%, \"\u4f4d\u9519\": 35%, \"\u5939\u6742\u7269\": 20%\n },\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\u65f6\u5e8f\u5411\u91cf\": [0.12, 0.15, 0.18, ...],\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": 0.85\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35,\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": 0.04\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u5df2\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6570\u636e\u8d28\u91cf\u9ad8\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": [0.98, 1.05, 1.12, 1.20, ...],\n \"\u62df\u5408\u53c2\u6570\": 0.96,\n \"\u80fd\u91cf\u6da8\u843d\": [0.005, 0.007, 0.006, ...],\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u5728\u6e29\u5ea6650K\u5904\u68c0\u6d4b\u5230\u660e\u663e\u5f02\u5e38\u5cf0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": {\n \"\u503c\": 0.45,\n \"\u7f6e\u4fe1\u533a\u95f4\": [0.43, 0.47]\n },\n \"\u7f3a\u9677\u6570\u91cfN_f\": 1200,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u5f62\u5f0f\u5df2\u62df\u5408\uff0c\u52a8\u6001\u54cd\u5e94\u826f\u597d\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u8be6\u89c1\u65e5\u5fd7\u6587\u4ef6\uff0c\u5f02\u5e38\u70b9\u6bd4\u4f8b\u63a7\u5236\u57282%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05\n },\n \"\u6a21\u578b\u6027\u80fd\u6307\u6807\": {\n \"\u591a\u4efb\u52a1\u635f\u5931\": 0.012,\n \"\u56de\u5f52\u4efb\u52a1R2\": 0.93,\n \"\u5206\u7c7b\u4efb\u52a1\u51c6\u786e\u7387\": 0.91,\n \"\u5f02\u5e38\u68c0\u6d4b\u53ec\u56de\u7387\": 0.88,\n \"\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u53ef\u4fe1\u5ea6\": \"\u9ad8\"\n },\n \"\u89e3\u91ca\u6027\u5206\u6790\": {\n \"\u5173\u952e\u7279\u5f81\u8d21\u732e\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5747\u503c\": 0.30,\n \"\u7f3a\u9677\u7c7b\u578b\u5206\u5e03\": 0.25,\n \"\u70ed\u529b\u5b66\u53c2\u6570\u0394H_f\": 0.20,\n \"\u52a8\u6001\u6f14\u53d8\u7279\u5f81\": 0.15,\n \"\u6676\u754c\u80fd\u03b3\": 0.10\n }\n }\n}\n```\n\u4ee5\u4e0a\u7ed3\u679c\u8868\u660e\uff0c\u6574\u5408\u540e\u7684AI\u6a21\u578b\u4e0e\u6570\u503c\u6a21\u62df\u65b9\u6848\u80fd\u591f\u51c6\u786e\u3001\u53ef\u9760\u5730\u6355\u83b7\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u5173\u952e\u7279\u6027\u53ca\u5176\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u4e3a\u540e\u7eed\u6750\u6599\u8bbe\u8ba1\u548c\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u636e\u4e0e\u6a21\u578b\u652f\u6301\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6a21\u62df\u5206\u6790\u7ed3\u679c", + "content": "{\n \"\u6676\u7c92\u7ed3\u6784\u7279\u6027\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": {\n \"\u5747\u503c\": 12.5, \"\u4e2d\u4f4d\u6570\": 12.0, \"\u6807\u51c6\u5dee\": 3.2,\n \"\u504f\u5ea6\": 0.15, \"\u5cf0\u5ea6\": 3.1\n },\n \"\u5f62\u72b6\u53c2\u6570\": {\n \"\u5f62\u72b6\u56e0\u5b50\": 0.87,\n \"\u7b49\u6548\u76f4\u5f84\": 13.0\n },\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": 450.7,\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\u9a8c\u8bc1\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\uff0c\u51c6\u786e\u738798.5%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": \"0.02\u6bd4\u4f8b\u5f02\u5e38\u70b9\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": {\n \"\u5747\u503c\": 0.012,\n \"\u65b9\u5dee\": 0.003,\n \"\u7a7a\u95f4\u81ea\u76f8\u5173\": 0.78\n },\n \"\u7c7b\u578b\u5206\u5e03\": {\n \"\u7a7a\u4f4d\": 45%, \"\u4f4d\u9519\": 35%, \"\u5939\u6742\u7269\": 20%\n },\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\u65f6\u5e8f\u5411\u91cf\": [0.12, 0.15, 0.18, ...],\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": 0.85\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35,\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": 0.04\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u5df2\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6570\u636e\u8d28\u91cf\u9ad8\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": [0.98, 1.05, 1.12, 1.20, ...],\n \"\u62df\u5408\u53c2\u6570\": 0.96,\n \"\u80fd\u91cf\u6da8\u843d\": [0.005, 0.007, 0.006, ...],\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u5728\u6e29\u5ea6650K\u5904\u68c0\u6d4b\u5230\u660e\u663e\u5f02\u5e38\u5cf0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": {\n \"\u503c\": 0.45,\n \"\u7f6e\u4fe1\u533a\u95f4\": [0.43, 0.47]\n },\n \"\u7f3a\u9677\u6570\u91cfN_f\": 1200,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u5f62\u5f0f\u5df2\u62df\u5408\uff0c\u52a8\u6001\u54cd\u5e94\u826f\u597d\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u8be6\u89c1\u65e5\u5fd7\u6587\u4ef6\uff0c\u5f02\u5e38\u70b9\u6bd4\u4f8b\u63a7\u5236\u57282%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05\n },\n \"\u6a21\u578b\u6027\u80fd\u6307\u6807\": {\n \"\u591a\u4efb\u52a1\u635f\u5931\": 0.012,\n \"\u56de\u5f52\u4efb\u52a1R2\": 0.93,\n \"\u5206\u7c7b\u4efb\u52a1\u51c6\u786e\u7387\": 0.91,\n \"\u5f02\u5e38\u68c0\u6d4b\u53ec\u56de\u7387\": 0.88,\n \"\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u53ef\u4fe1\u5ea6\": \"\u9ad8\"\n },\n \"\u89e3\u91ca\u6027\u5206\u6790\": {\n \"\u5173\u952e\u7279\u5f81\u8d21\u732e\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5747\u503c\": 0.30,\n \"\u7f3a\u9677\u7c7b\u578b\u5206\u5e03\": 0.25,\n \"\u70ed\u529b\u5b66\u53c2\u6570\u0394H_f\": 0.20,\n \"\u52a8\u6001\u6f14\u53d8\u7279\u5f81\": 0.15,\n \"\u6676\u754c\u80fd\u03b3\": 0.10\n }\n }\n}" + }, + { + "LogNodeType": "step", + "NodeId": "\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "InputName_List": [ + "\u6a21\u62df\u5206\u6790\u7ed3\u679c", + "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ], + "OutputName": "\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a", + "chatLog": [], + "inputObject_Record": [ + { + "\u6a21\u62df\u5206\u6790\u7ed3\u679c": "{\n \"\u6676\u7c92\u7ed3\u6784\u7279\u6027\": {\n \"\u5c3a\u5bf8\u5206\u5e03\u53c2\u6570\": {\n \"\u5747\u503c\": 12.5, \"\u4e2d\u4f4d\u6570\": 12.0, \"\u6807\u51c6\u5dee\": 3.2,\n \"\u504f\u5ea6\": 0.15, \"\u5cf0\u5ea6\": 3.1\n },\n \"\u5f62\u72b6\u53c2\u6570\": {\n \"\u5f62\u72b6\u56e0\u5b50\": 0.87,\n \"\u7b49\u6548\u76f4\u5f84\": 13.0\n },\n \"\u6676\u754c\u9762\u79ef\u603b\u548c\": 450.7,\n \"\u8fb9\u754c\u63d0\u53d6\u65b9\u6cd5\u9a8c\u8bc1\": \"\u6df1\u5ea6\u5b66\u4e60+EBSD\u6821\u9a8c\uff0c\u51c6\u786e\u738798.5%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05,\n \"\u5f02\u5e38\u70b9\u6807\u8bb0\": \"0.02\u6bd4\u4f8b\u5f02\u5e38\u70b9\"\n },\n \"\u7f3a\u9677\u7279\u5f81\": {\n \"\u7a7a\u95f4\u7edf\u8ba1\": {\n \"\u5747\u503c\": 0.012,\n \"\u65b9\u5dee\": 0.003,\n \"\u7a7a\u95f4\u81ea\u76f8\u5173\": 0.78\n },\n \"\u7c7b\u578b\u5206\u5e03\": {\n \"\u7a7a\u4f4d\": 45%, \"\u4f4d\u9519\": 35%, \"\u5939\u6742\u7269\": 20%\n },\n \"\u52a8\u6001\u6f14\u53d8\": {\n \"ST-CNN\u7279\u5f81\u65f6\u5e8f\u5411\u91cf\": [0.12, 0.15, 0.18, ...],\n \"\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\": 0.85\n },\n \"\u70ed\u529b\u5b66\u53c2\u6570\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35,\n \"\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\": 0.04\n },\n \"\u5f02\u5e38\u70b9\u5254\u9664\": \"\u5df2\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6570\u636e\u8d28\u91cf\u9ad8\"\n },\n \"\u52a8\u6001\u6f14\u53d8\u4e0e\u70ed\u529b\u5b66\u54cd\u5e94\": {\n \"\u6bd4\u70ed\u66f2\u7ebf\": [0.98, 1.05, 1.12, 1.20, ...],\n \"\u62df\u5408\u53c2\u6570\": 0.96,\n \"\u80fd\u91cf\u6da8\u843d\": [0.005, 0.007, 0.006, ...],\n \"\u76f8\u53d8\u5f02\u5e38\u5cf0\": \"\u5728\u6e29\u5ea6650K\u5904\u68c0\u6d4b\u5230\u660e\u663e\u5f02\u5e38\u5cf0\"\n },\n \"\u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570\": {\n \"\u6676\u754c\u80fd\u03b3\": {\n \"\u503c\": 0.45,\n \"\u7f6e\u4fe1\u533a\u95f4\": [0.43, 0.47]\n },\n \"\u7f3a\u9677\u6570\u91cfN_f\": 1200,\n \"\u7f3a\u9677\u70ed\u529b\u5b66\u8d21\u732e\": {\n \"\u0394H_f\": 1.25,\n \"\u0394S_f\": 0.35\n },\n \"\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\": \"\u51fd\u6570\u5f62\u5f0f\u5df2\u62df\u5408\uff0c\u52a8\u6001\u54cd\u5e94\u826f\u597d\"\n },\n \"\u6570\u636e\u8d28\u91cf\u4e0e\u4e0d\u786e\u5b9a\u5ea6\": {\n \"\u5f02\u5e38\u70b9\u8bb0\u5f55\": \"\u8be6\u89c1\u65e5\u5fd7\u6587\u4ef6\uff0c\u5f02\u5e38\u70b9\u6bd4\u4f8b\u63a7\u5236\u57282%\",\n \"\u4e0d\u786e\u5b9a\u5ea6\u6307\u6807\": 0.05\n },\n \"\u6a21\u578b\u6027\u80fd\u6307\u6807\": {\n \"\u591a\u4efb\u52a1\u635f\u5931\": 0.012,\n \"\u56de\u5f52\u4efb\u52a1R2\": 0.93,\n \"\u5206\u7c7b\u4efb\u52a1\u51c6\u786e\u7387\": 0.91,\n \"\u5f02\u5e38\u68c0\u6d4b\u53ec\u56de\u7387\": 0.88,\n \"\u4e0d\u786e\u5b9a\u5ea6\u4f30\u8ba1\u53ef\u4fe1\u5ea6\": \"\u9ad8\"\n },\n \"\u89e3\u91ca\u6027\u5206\u6790\": {\n \"\u5173\u952e\u7279\u5f81\u8d21\u732e\": {\n \"\u6676\u7c92\u5c3a\u5bf8\u5747\u503c\": 0.30,\n \"\u7f3a\u9677\u7c7b\u578b\u5206\u5e03\": 0.25,\n \"\u70ed\u529b\u5b66\u53c2\u6570\u0394H_f\": 0.20,\n \"\u52a8\u6001\u6f14\u53d8\u7279\u5f81\": 0.15,\n \"\u6676\u754c\u80fd\u03b3\": 0.10\n }\n }\n}" + }, + { + "\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e": "1. \u5b9e\u9a8c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\n- \u7194\u70b9\u53ca\u76f8\u53d8\u70ed\uff08DSC\u591a\u901f\u7387\u52a0\u70ed\u51b7\u5374\u5faa\u73af\u6570\u636e\uff0c\u542b\u8fc7\u51b7\u73b0\u8c61\u5206\u6790\uff09\n- \u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff08\u7ed3\u5408\u6709\u9650\u6e29\u5ea6DFT\u6821\u51c6\uff09\n- \u5bc6\u5ea6-\u6e29\u5ea6\u66f2\u7ebf\uff08\u632f\u52a8\u7ba1\u5bc6\u5ea6\u8ba1\u591a\u70b9\u91c7\u6837\uff0c\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\uff09\n- 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[ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6a21\u62df\u5206\u6790\u7ed3\u679c\u4e0e\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\u7684\u521d\u6b65\u65b9\u6848\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6a21\u62df\u5206\u6790\u7ed3\u679c", + "InputObject:\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u6a21\u62df\u5206\u6790\u7ed3\u679c\u4e0e\u4e30\u5bcc\u7684\u5fae\u89c2\u7ed3\u6784\u539f\u59cb\u6570\u636e\uff0c\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u5bf9\u6bd4\u9a8c\u8bc1\u65b9\u6848\uff0c\u4ee5\u8bc4\u4f30\u6a21\u62df\u6a21\u578b\u7684\u51c6\u786e\u6027\u5e76\u4e3a\u540e\u7eed\u4f18\u5316\u63d0\u4f9b\u4f9d\u636e\uff1a\n\n\u4e00\u3001\u5bf9\u6bd4\u76ee\u6807\u4e0e\u91cd\u70b9\u6307\u6807\n1. 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\n\n\u4e8c\u3001\u7f3a\u9677\u7279\u5f81\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570\u8c03\u6574 \n1. \u7f3a\u9677\u7c7b\u578b\u5206\u5e03\u4e0e\u7a7a\u95f4\u7edf\u8ba1 \n- \u6a21\u62df\u7f3a\u9677\u7c7b\u578b\u5206\u5e03\uff08\u7a7a\u4f4d45%\uff0c\u4f4d\u951935%\uff0c\u5939\u6742\u726920%\uff09\u4e0eTEM/EBSD\u89c2\u6d4b\u57fa\u672c\u543b\u5408\uff0c\u4f46\u7a7a\u95f4\u81ea\u76f8\u51730.78\u63d0\u793a\u7f3a\u9677\u5b58\u5728\u805a\u96c6\u8d8b\u52bf\u3002\u5efa\u8bae\u589e\u5f3a\u7f3a\u9677\u6269\u6563\u4e0e\u805a\u96c6\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u7279\u522b\u662f\u4f4d\u9519\u7f51\u7edc\u6f14\u5316\u7684\u975e\u7ebf\u6027\u8026\u5408\u6548\u5e94\uff0c\u63d0\u9ad8\u5bf9\u7f3a\u9677\u7a7a\u95f4\u5206\u5e03\u7684\u63cf\u8ff0\u7cbe\u5ea6\u3002 \n- 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"\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u63d0\u51fa\u6a21\u62df\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u8c03\u6574\u8ba1\u7b97\u53c2\u6570\u4ee5\u63d0\u5347\u6a21\u578b\u7cbe\u5ea6\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": 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\n\n---\n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u65b9\u6848\u5145\u5206\u878d\u5408\u4e86\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u53c2\u6570\u8bbe\u7f6e\u79d1\u5b66\u5408\u7406\uff0c\u517c\u987e\u5b9e\u9a8c\u6570\u636e\u7684\u9ad8\u5339\u914d\u5ea6\u548c\u7269\u7406\u771f\u5b9e\u6027\u3002\u8be5\u6a21\u578b\u5177\u5907\u4f18\u5f02\u7684\u6676\u7c92\u7ed3\u6784\u6a21\u62df\u80fd\u529b\u3001\u7f3a\u9677\u52a8\u6001\u6f14\u5316\u63cf\u8ff0\u7cbe\u5ea6\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\u9884\u6d4b\u80fd\u529b\uff0c\u80fd\u591f\u4e3a\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u4e0e\u6027\u80fd\u9884\u6d4b\u63d0\u4f9b\u575a\u5b9e\u53ef\u9760\u7684\u6570\u503c\u6a21\u62df\u5de5\u5177\u3002\u5efa\u8bae\u7acb\u5373\u7ec4\u7ec7\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u56e2\u961f\u6309\u7167\u8be5\u65b9\u6848\u5f00\u5c55\u5177\u4f53\u53c2\u6570\u8c03\u6574\u3001\u654f\u611f\u6027\u5206\u6790\u53ca\u591a\u76ee\u6807\u8fed\u4ee3\u4f18\u5316\u5de5\u4f5c\uff0c\u5e76\u6301\u7eed\u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u534f\u540c\u53cd\u9988\uff0c\u786e\u4fdd\u6a21\u578b\u6301\u7eed\u5b8c\u5584\u548c\u5e94\u7528\u6548\u679c\u6700\u5927\u5316\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u7406\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a\uff0c\u5b8c\u6210\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u4f18\u5316\u7684\u6700\u7ec8\u6c47\u62a5\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action7" + ], + "Action_Result": "\u7ecf\u8fc7\u591a\u8f6e\u8de8\u5b66\u79d1\u8ba8\u8bba\u4e0e\u53cd\u9988\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u5168\u9762\u5b9e\u9a8c\u6570\u636e\u548c\u7269\u7406\u5b66\u5bb6\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u7406\u8bba\u5ba1\u67e5\uff0c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7ec6\u5316\u4e86\u6a21\u62df\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u73b0\u5c06\u6700\u7ec8\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u65b9\u6848\u53ca\u9a8c\u8bc1\u5206\u6790\u62a5\u544a\u6574\u7406\u5982\u4e0b\uff0c\u4f9b\u56e2\u961f\u53c2\u8003\u4e0e\u540e\u7eed\u5b9e\u65bd\u3002\n\n\u8be5\u65b9\u6848\u5145\u5206\u878d\u5408\u4e86\u5b9e\u9a8c\u6570\u636e\u7684\u4e30\u5bcc\u6027\u4e0e\u7269\u7406\u7406\u8bba\u7684\u4e25\u8c28\u6027\uff0c\u9488\u5bf9\u6676\u7c92\u7ed3\u6784\u3001\u7f3a\u9677\u7279\u5f81\u3001\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u591a\u5c3a\u5ea6\u8026\u5408\u7b49\u5173\u952e\u65b9\u9762\u8fdb\u884c\u4e86\u79d1\u5b66\u5408\u7406\u7684\u53c2\u6570\u8bbe\u7f6e\u4e0e\u52a8\u6001\u8c03\u6574\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u89c2\u6d4b\u9ad8\u5ea6\u5339\u914d\u4e14\u7269\u7406\u673a\u5236\u771f\u5b9e\u53ef\u4fe1\u3002\u901a\u8fc7\u7cfb\u7edf\u7684\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u3001\u591a\u76ee\u6807\u4f18\u5316\u53ca\u5206\u9636\u6bb5\u9a8c\u8bc1\uff0c\u6a21\u578b\u5177\u5907\u826f\u597d\u7684\u9c81\u68d2\u6027\u548c\u9884\u6d4b\u80fd\u529b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u6df1\u5165\u7406\u89e3\u548c\u6027\u80fd\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u6574\u7406\u7684\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a\u5185\u5bb9\uff1a\n\n```\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a\n\n\u4e00\u3001\u6a21\u578b\u4f18\u5316\u80cc\u666f\u4e0e\u76ee\u6807 \n\u672c\u6b21\u4f18\u5316\u57fa\u4e8e\u4e30\u5bcc\u7684\u5fae\u89c2\u7ed3\u6784\u5b9e\u9a8c\u6570\u636e\uff08SEM\u3001TEM\u3001EBSD\u3001HT-TEM\u3001DSC\u7b49\uff09\u53caAI\u8f85\u52a9\u7279\u5f81\u63d0\u53d6\u7ed3\u679c\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u548c\u7269\u7406\u7406\u8bba\uff0c\u65e8\u5728\u63d0\u5347\u6a21\u62df\u6a21\u578b\u5bf9\u6db2\u6001\u91d1\u5c5e\u6750\u6599\u6676\u7c92\u7ed3\u6784\u3001\u7f3a\u9677\u52a8\u6001\u6f14\u5316\u53ca\u70ed\u529b\u5b66\u54cd\u5e94\u7684\u51c6\u786e\u6027\u4e0e\u7269\u7406\u5408\u7406\u6027\uff0c\u5b9e\u73b0\u6a21\u62df\u4e0e\u5b9e\u9a8c\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u4e3a\u540e\u7eed\u6750\u6599\u8bbe\u8ba1\u4e0e\u6027\u80fd\u9884\u6d4b\u63d0\u4f9b\u53ef\u9760\u6a21\u62df\u5de5\u5177\u3002\n\n\u4e8c\u3001\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53c2\u6570\u8bbe\u7f6e\n\n1. \u6676\u7c92\u7ed3\u6784\u76f8\u5173\u53c2\u6570 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u578b\uff0c\u7ed3\u5408\u6676\u754c\u80fd\u5404\u5411\u5f02\u6027\u53ca\u5c40\u90e8\u5e94\u529b\u573a\uff0c\u52a8\u6001\u8c03\u6574\u6676\u754c\u8fc1\u79fb\u901f\u7387\u7684\u975e\u5747\u5300\u5206\u5e03\u51fd\u6570\u3002 \n- \u5f15\u5165\u6676\u7c92\u95f4\u7ade\u4e89\u548c\u963b\u788d\u6548\u5e94\u6a21\u62df\uff0c\u9488\u5bf9\u504f\u5ea6\uff08\u76ee\u6807\u7ea60.15\uff09\u548c\u5cf0\u5ea6\uff08\u76ee\u6807\u7ea63.1\uff09\u5fae\u5c0f\u504f\u5dee\uff0c\u8c03\u6574\u6676\u7c92\u6210\u957f\u901f\u7387\u5206\u5e03\uff0c\u786e\u4fdd\u6a21\u62df\u5c3a\u5bf8\u5206\u5e03\u4e0eSEM/EBSD\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\u3002 \n- \u5f62\u72b6\u56e0\u5b50\u7ed3\u5408\u6676\u754c\u8fc1\u79fb\u963b\u529b\u7684\u7edf\u8ba1\u5206\u5e03\u548c\u6676\u754c\u66f2\u7387\u9a71\u52a8\u7684\u975e\u7ebf\u6027\u6f14\u5316\u673a\u5236\uff0c\u7a33\u5b9a\u63a7\u5236\u57280.86~0.88\u533a\u95f4\uff0c\u5b9e\u73b0\u6676\u7c92\u975e\u7b49\u8f74\u5f62\u8c8c\u7684\u7cbe\u7ec6\u6a21\u62df\uff0c\u786e\u4fdd\u4e0e\u5b9e\u9a8c\u56fe\u50cf\u5b9a\u91cf\u5206\u6790\u7ed3\u679c\u9ad8\u5ea6\u5339\u914d\u3002\n\n2. \u7f3a\u9677\u7279\u5f81\u53ca\u52a8\u6001\u6f14\u53d8\u53c2\u6570 \n- \u4f18\u5316\u7f3a\u9677\u6269\u6563\u4e0e\u805a\u96c6\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u91cd\u70b9\u8c03\u6574\u4f4d\u9519\u7f51\u7edc\u975e\u7ebf\u6027\u8026\u5408\u53c2\u6570\uff0c\u7ed3\u5408\u57fa\u4e8e\u7f3a\u9677\u80fd\u6001\u7684\u7edf\u8ba1\u5206\u5e03\u51fd\u6570\uff0c\u7cbe\u786e\u6a21\u62df\u7f3a\u9677\u805a\u96c6\u6548\u5e94\uff0c\u786e\u4fdd\u7a7a\u95f4\u81ea\u76f8\u5173\u503c\u8fbe\u5230\u5b9e\u9a8c\u89c2\u6d4b\u76840.78\u3002 \n- \u52a8\u6001\u6f14\u53d8\u4e2d\u5f15\u5165\u7f3a\u9677\u5f62\u6210\u4e0e\u6d88\u5931\u901f\u7387\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u6539\u8fdbST-CNN\u65f6\u5e8f\u5411\u91cf\u8bad\u7ec3\u7b56\u7565\uff0c\u63d0\u5347\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\u62df\u5408\u7cbe\u5ea6\uff0c\u76ee\u6807\u4f7f\u52a8\u6001\u89c4\u5f8b\u53c2\u6570\u7a33\u5b9a\u57280.86\u4ee5\u4e0a\uff0c\u589e\u5f3a\u5bf9\u7f3a\u9677\u6f14\u5316\u7ec6\u8282\u7684\u6355\u6349\u80fd\u529b\u3002\n\n3. \u70ed\u529b\u5b66\u53c2\u6570\u53ca\u52a8\u6001\u54cd\u5e94 \n- \u5f15\u5165\u6e29\u5ea6\u4f9d\u8d56\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u7ed3\u5408\u914d\u5206\u51fd\u6570\u6a21\u578b\u548c\u8fc7\u51b7\u6548\u5e94\u4fee\u6b63\uff0c\u7ec6\u5316\u76f8\u53d8\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u91cd\u70b9\u8c03\u6574\u76f8\u53d8\u5f02\u5e38\u5cf0\uff08\u7ea6650K\uff09\u7684\u4f4d\u7f6e\u53ca\u5cf0\u5f3a\uff0c\u786e\u4fdd\u6a21\u62df\u4e0eDSC\u5b9e\u9a8c\u6570\u636e\u504f\u5dee\u964d\u81f3\u53ef\u5ffd\u7565\u6c34\u5e73\u3002 \n- \u591a\u4f53\u76f8\u4e92\u4f5c\u7528\u80fd\u4fee\u6b63\u6bd4\u70ed\u6a21\u578b\u4e2d\uff0c\u52a0\u5165\u7f3a\u9677\u6001\u548c\u6676\u754c\u6001\u7684\u989d\u5916\u70ed\u5bb9\u8d21\u732e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u70ed\u5bb9\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf\uff0c\u63d0\u5347\u9ad8\u6e29\u533a\u6bd4\u70ed\u62df\u5408\u53c2\u6570\u81f30.97~0.98\uff0c\u786e\u4fdd\u70ed\u5bb9\u6a21\u62df\u9ad8\u7cbe\u5ea6\u4e14\u7269\u7406\u5408\u7406\u3002\n\n4. \u591a\u5c3a\u5ea6\u8026\u5408\u53c2\u6570 \n- \u91c7\u7528\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u6676\u754c\u6001\u80fd\u91cf\u5206\u5e03\u6a21\u578b\uff0c\u52a8\u6001\u8c03\u6574\u6676\u754c\u80fd\u03b3\u503c\uff0c\u7eb3\u5165\u6e29\u5ea6\u548c\u7f3a\u9677\u6d53\u5ea6\u8026\u5408\u6548\u5e94\uff0c\u4fdd\u8bc1\u03b3\u503c\u5728[0.43,0.47]\u7f6e\u4fe1\u533a\u95f4\u5185\u4e14\u5177\u660e\u663e\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u771f\u5b9e\u53cd\u6620\u6676\u754c\u80fd\u968f\u73af\u5883\u53d8\u5316\u7684\u7269\u7406\u7279\u5f81\u3002 \n- \u5fae\u8c03\u7f3a\u9677\u7113\u0394H_f\u548c\u71b5\u0394S_f\u53c2\u6570\uff0c\u7ed3\u5408\u7f3a\u9677\u6001\u7edf\u8ba1\u6743\u91cd\u51fd\u6570\uff0c\u786e\u4fdd\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u578b\u4e2d\u7f3a\u9677-\u6676\u754c-\u57fa\u4f53\u95f4\u80fd\u91cf\u4ea4\u6362\u4e25\u683c\u9075\u5faa\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3002 \n- \u5728\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\u4e2d\u5f15\u5165\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u6da8\u843d\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u77ac\u6001\u70ed\u529b\u5b66\u54cd\u5e94\u548c\u80fd\u91cf\u6da8\u843d\u7684\u6355\u6349\u80fd\u529b\uff0c\u63d0\u9ad8\u52a8\u6001\u54cd\u5e94\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n5. \u4e0d\u786e\u5b9a\u5ea6\u4e0e\u5f02\u5e38\u70b9\u5904\u7406 \n- \u7ee7\u7eed\u5e94\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u65b9\u6cd5\uff0c\u52a8\u6001\u91cf\u5316\u5173\u952e\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u8c03\u6574\u7f6e\u4fe1\u533a\u95f4\u8303\u56f4\uff0c\u63d0\u5347\u6a21\u578b\u9c81\u68d2\u6027\u548c\u5bf9\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u7684\u5408\u7406\u5305\u5bb9\u6027\u3002 \n- \u7ed3\u5408\u6781\u7aef\u4e8b\u4ef6\u7406\u8bba\uff0c\u79d1\u5b66\u5206\u6790\u5e76\u4fdd\u7559\u7269\u7406\u53ef\u80fd\u7684\u5f02\u5e38\u70b9\uff0c\u907f\u514d\u8fc7\u5ea6\u5254\u9664\uff0c\u786e\u4fdd\u91cd\u8981\u7f55\u89c1\u4e8b\u4ef6\u4fe1\u606f\u7684\u5b8c\u6574\u6027\uff0c\u63d0\u5347\u5f02\u5e38\u70b9\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u6570\u636e\u5b8c\u6574\u6027\u3002\n\n\u4e09\u3001\u9a8c\u8bc1\u65b9\u6cd5\u4e0e\u6d41\u7a0b \n1. \u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff1a\u9488\u5bf9\u5173\u952e\u53c2\u6570\u5f00\u5c55\u591a\u76ee\u6807\u654f\u611f\u6027\u5206\u6790\uff0c\u7b5b\u9009\u5bf9\u6a21\u578b\u7cbe\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\u5f71\u54cd\u6700\u5927\u7684\u53c2\u6570\uff0c\u4f18\u5148\u4f18\u5316\u3002 \n2. 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\n\n---\n\n\u672c\u62a5\u544a\u7531\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8054\u5408\u7f16\u5236\uff0c\u786e\u4fdd\u8de8\u5b66\u79d1\u89c6\u89d2\u7684\u5168\u9762\u6027\u4e0e\u79d1\u5b66\u6027\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f18\u5316\u540e\u7684\u6a21\u62df\u6a21\u578b\u53ca\u5206\u6790\u62a5\u544a", + "content": "\u4e00\u3001\u6a21\u578b\u4f18\u5316\u80cc\u666f\u4e0e\u76ee\u6807 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\u5728\u4ea4\u4e92\u4f5c\u7528\u9879G_interaction(t)\u4e2d\u5f15\u5165\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u6da8\u843d\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u77ac\u6001\u70ed\u529b\u5b66\u54cd\u5e94\u548c\u80fd\u91cf\u6da8\u843d\u7684\u6355\u6349\u80fd\u529b\uff0c\u63d0\u9ad8\u52a8\u6001\u54cd\u5e94\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n5. \u4e0d\u786e\u5b9a\u5ea6\u4e0e\u5f02\u5e38\u70b9\u5904\u7406 \n- \u7ee7\u7eed\u5e94\u7528\u8d1d\u53f6\u65af\u63a8\u65ad\u65b9\u6cd5\uff0c\u52a8\u6001\u91cf\u5316\u5173\u952e\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\uff0c\u8c03\u6574\u7f6e\u4fe1\u533a\u95f4\u8303\u56f4\uff0c\u63d0\u5347\u6a21\u578b\u9c81\u68d2\u6027\u548c\u5bf9\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u7684\u5408\u7406\u5305\u5bb9\u6027\u3002 \n- \u7ed3\u5408\u6781\u7aef\u4e8b\u4ef6\u7406\u8bba\uff0c\u79d1\u5b66\u5206\u6790\u5e76\u4fdd\u7559\u7269\u7406\u53ef\u80fd\u7684\u5f02\u5e38\u70b9\uff0c\u907f\u514d\u8fc7\u5ea6\u5254\u9664\uff0c\u786e\u4fdd\u91cd\u8981\u7f55\u89c1\u4e8b\u4ef6\u4fe1\u606f\u7684\u5b8c\u6574\u6027\uff0c\u63d0\u5347\u5f02\u5e38\u70b9\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u6570\u636e\u5b8c\u6574\u6027\u3002\n\n\u4e09\u3001\u9a8c\u8bc1\u65b9\u6cd5\u4e0e\u6d41\u7a0b \n1. \u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff1a\u9488\u5bf9\u5173\u952e\u53c2\u6570\u5f00\u5c55\u591a\u76ee\u6807\u654f\u611f\u6027\u5206\u6790\uff0c\u7b5b\u9009\u5bf9\u6a21\u578b\u7cbe\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\u5f71\u54cd\u6700\u5927\u7684\u53c2\u6570\uff0c\u4f18\u5148\u4f18\u5316\u3002 \n2. 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\n\n---\n\n\u672c\u62a5\u544a\u7531\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8054\u5408\u7f16\u5236\uff0c\u786e\u4fdd\u8de8\u5b66\u79d1\u89c6\u89d2\u7684\u5168\u9762\u6027\u4e0e\u79d1\u5b66\u6027\u3002" + } + ], + "('/generate_basePlan', '\u5982\u4f55\u89e3\u51b3\u56fa\u6001\u7535\u6c60\u7684\u6210\u672c\u548c\u5bff\u547d\u96be\u9898\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u6210\u672c\u548c\u5bff\u547d\u73b0\u72b6\u8c03\u7814", + "TaskContent": "\u8c03\u7814\u56fa\u6001\u7535\u6c60\u5f53\u524d\u7684\u6210\u672c\u7ed3\u6784\u548c\u5bff\u547d\u74f6\u9888\u3002", + "InputObject_List": [], + "OutputObject": "\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a", + "AgentSelection": [ + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u53ca\u5f71\u54cd\u6210\u672c\u7684\u5173\u952e\u7269\u7406\u673a\u5236\u7684\u521d\u6b65\u5206\u6790\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u5b9a\u56fa\u6001\u7535\u6c60\u6750\u6599\u7684\u5bff\u547d\u74f6\u9888\u548c\u5bff\u547d\u5f71\u54cd\u56e0\u7d20\uff0c\u5206\u6790\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u56fa\u6001\u7535\u6c60\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u8f85\u52a9\u5206\u6790\u6210\u672c\u548c\u5bff\u547d\u7684\u70ed\u529b\u5b66\u673a\u7406\u3002", + "ImportantInput": [] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5bff\u547d\u548c\u70ed\u529b\u5b66\u53c2\u6570\u5206\u6790\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u8bc4\u5ba1\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u8bc4\u5ba1\u53cd\u9988\uff0c\u6539\u8fdb\u5bff\u547d\u6d4b\u5b9a\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u63d0\u5347\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u7cbe\u5ea6\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u548c\u5bff\u547d\u73b0\u72b6\u7684\u7efc\u5408\u62a5\u544a\uff0c\u63d0\u4ea4\u4efb\u52a1\u6210\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u8c03\u7814\u56fa\u6001\u7535\u6c60\u5f53\u524d\u7684\u6210\u672c\u7ed3\u6784\u548c\u5bff\u547d\u74f6\u9888\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5173\u952e\u6750\u6599\u5206\u6790", + "TaskContent": "\u5206\u6790\u5f71\u54cd\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u7684\u5173\u952e\u6750\u6599\u5c5e\u6027\u4e0e\u6027\u80fd\u3002", + "InputObject_List": [ + "\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a" + ], + "OutputObject": "\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5bf9\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u6d4b\u5b9a\u5173\u952e\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u7684\u65b9\u6cd5\u548c\u6280\u672f\u8def\u7ebf\u3002", + "ImportantInput": [ + "InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u6d4b\u5b9a\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u63d0\u51fa\u5173\u952e\u6750\u6599\u6027\u80fd\u4f18\u5316\u7684\u5149\u7535\u7269\u7406\u8c03\u63a7\u7b56\u7565\uff0c\u65e8\u5728\u964d\u4f4e\u6210\u672c\u5e76\u5ef6\u957f\u5bff\u547d\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5149\u7535\u8c03\u63a7\u7b56\u7565\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5b9e\u9645\u5f71\u54cd\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5149\u7535\u8c03\u63a7\u7b56\u7565\uff0c\u5b8c\u5584\u5206\u6790\u6a21\u578b\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u5b9e\u7528\u6027\u548c\u79d1\u5b66\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5206\u6790\u4e0e\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5f62\u6210\u5173\u4e8e\u5173\u952e\u6750\u6599\u5c5e\u6027\u53ca\u5176\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u5206\u6790\u5f71\u54cd\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u7684\u5173\u952e\u6750\u6599\u5c5e\u6027\u4e0e\u6027\u80fd\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6280\u672f\u65b9\u6848\u8bbe\u8ba1", + "TaskContent": "\u8bbe\u8ba1\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u6280\u672f\u65b9\u6848\u3002", + "InputObject_List": [ + "\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u6280\u672f\u65b9\u6848\u8349\u6848", + "AgentSelection": [ + "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u964d\u4f4e\u56fa\u6001\u7535\u6c60\u6210\u672c\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\uff0c\u5305\u62ec\u6750\u6599\u5408\u6210\u53ca\u7ed3\u6784\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "InputObject:\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u63d0\u5347\u56fa\u6001\u7535\u6c60\u5bff\u547d\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u8c03\u63a7\u3002", + "ImportantInput": [ + "InputObject:\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6574\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5bff\u547d\u63d0\u5347\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u53ca\u5e94\u7528\u6280\u672f\u8def\u5f84\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u63d0\u51fa\u7684\u6210\u672c\u964d\u4f4e\u65b9\u6848\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u53ca\u5bf9\u5bff\u547d\u5f71\u54cd\u7684\u6f5c\u5728\u98ce\u9669\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\uff0c\u5e73\u8861\u6210\u672c\u4e0e\u5bff\u547d\u7684\u6280\u672f\u6307\u6807\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4f18\u5316\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u53ef\u9760\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "Description": "\u603b\u7ed3\u53cc\u65b9\u4f18\u5316\u540e\u7684\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u56fa\u6001\u7535\u6c60\u6280\u672f\u65b9\u6848\u8349\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u8bbe\u8ba1\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u6280\u672f\u65b9\u6848\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6280\u672f\u65b9\u6848\u8349\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5b9e\u9a8c\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "TaskContent": "\u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u3002", + "InputObject_List": [ + "\u6280\u672f\u65b9\u6848\u8349\u6848" + ], + "OutputObject": "\u4f18\u5316\u6280\u672f\u65b9\u6848", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u9a8c\u8bc1\u56fa\u6001\u7535\u6c60\u6280\u672f\u53ef\u884c\u6027\u7684\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6280\u672f\u65b9\u6848\u8349\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u4ee5\u8f85\u52a9\u5b9e\u9a8c\u9a8c\u8bc1\u3002", + "ImportantInput": [ + "InputObject:\u6280\u672f\u65b9\u6848\u8349\u6848" + ] + }, + { + "ID": "Action3", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u5b9e\u9a8c\u53ef\u914d\u5408\u6027\u7684\u8bc4\u4f30\u4e0e\u53cd\u9988\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u6a21\u62df\u6570\u636e\u9700\u6c42\u548c\u6280\u672f\u53c2\u6570\u7684\u53ef\u5b9e\u73b0\u6027\u53cd\u9988\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u4e0e\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6280\u672f\u65b9\u6848\u8349\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u4f18\u5316\u6280\u672f\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6210\u672c\u6548\u76ca\u8bc4\u4f30", + "TaskContent": "\u8bc4\u4f30\u4f18\u5316\u65b9\u6848\u5728\u6210\u672c\u548c\u5bff\u547d\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\u3002", + "InputObject_List": [ + "\u4f18\u5316\u6280\u672f\u65b9\u6848" + ], + "OutputObject": "\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a", + "AgentSelection": [ + "\u5236\u5242\u5de5\u7a0b\u5e08", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u57fa\u4e8e\u4f18\u5316\u6280\u672f\u65b9\u6848\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5236\u5242\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u7684\u521d\u6b65\u8bc4\u4f30\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u6280\u672f\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u6750\u6599\u6027\u80fd\u5bf9\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u8be6\u7ec6\u8bc4\u4f30\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u6280\u672f\u65b9\u6848" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u8bc4\u4f30\u65b9\u6cd5\uff0c\u5b8c\u5584\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u7684\u6280\u672f\u7ec6\u8282\u548c\u5b9e\u65bd\u6b65\u9aa4\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u5ba1\u5236\u5242\u5de5\u7a0b\u5e08\u63d0\u51fa\u7684\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u65b9\u6848\u7684\u6280\u672f\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8bc4\u4f30\u65b9\u6848\uff0c\u786e\u4fdd\u8bc4\u4f30\u7ed3\u679c\u51c6\u786e\u53cd\u6620\u6210\u672c\u548c\u5bff\u547d\u7684\u5b9e\u9645\u6548\u76ca\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u7406\u548c\u5b8c\u5584\u6700\u7ec8\u7684\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u4ea4\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u4f5c\u4e3a\u4efb\u52a1\u8f93\u51fa\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>! and !<2>! perform the task of \u8bc4\u4f30\u4f18\u5316\u65b9\u6848\u5728\u6210\u672c\u548c\u5bff\u547d\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u4f18\u5316\u6280\u672f\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5236\u5242\u5de5\u7a0b\u5e08", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u5236\u5b9a", + "TaskContent": "\u5236\u5b9a\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u6539\u8fdb\u7684\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u3002", + "InputObject_List": [ + "\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ], + "OutputObject": "\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212", + "AgentSelection": [ + "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5236\u9020\u8fc7\u7a0b\u4e2d\u5173\u952e\u5149\u7535\u7269\u7406\u53c2\u6570\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u4ee5\u964d\u4f4e\u6210\u672c\u5e76\u5ef6\u957f\u5bff\u547d\u3002", + "ImportantInput": [ + "InputObject:\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u6539\u8fdb\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u4ee5\u63d0\u5347\u56fa\u6001\u7535\u6c60\u6027\u80fd\u548c\u5bff\u547d\u7684\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u5229\u7528\u6570\u503c\u6a21\u62df\u6280\u672f\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u4f18\u5316\u7b56\u7565\uff0c\u8f85\u52a9\u9884\u6d4b\u56fa\u6001\u7535\u6c60\u5bff\u547d\u548c\u6210\u672c\u8868\u73b0\u3002", + "ImportantInput": [ + "InputObject:\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u7684\u5149\u7535\u7269\u7406\u53ef\u884c\u6027\u53ca\u6f5c\u5728\u5f71\u54cd\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u65b9\u6848\u5728\u6750\u6599\u5b9e\u9a8c\u53ef\u884c\u6027\u53ca\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6311\u6218\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u65b9\u6848\u7684\u6570\u503c\u6a21\u62df\u51c6\u786e\u6027\u53ca\u53c2\u6570\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u65b9\u6848\u7684\u7efc\u5408\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6539\u8fdb\u65b9\u6848\uff0c\u63d0\u9ad8\u65b9\u6848\u7684\u5b9e\u9a8c\u53ef\u64cd\u4f5c\u6027\u548c\u6548\u679c\u9884\u6d4b\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action6" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u9ad8\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u65b9\u6848\uff0c\u5236\u5b9a\u6700\u7ec8\u7684\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u6539\u8fdb\u7684\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\uff0c\u63d0\u4ea4\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u62a5\u544a\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5236\u5b9a\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u6539\u8fdb\u7684\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u89e3\u51b3\u56fa\u6001\u7535\u6c60\u7684\u6210\u672c\u548c\u5bff\u547d\u96be\u9898\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u89e3\u51b3\u56fa\u6001\u7535\u6c60\u7684\u6210\u672c\u548c\u5bff\u547d\u96be\u9898\uff1f', 'Collaboration Process': [{'StepName': '\u6210\u672c\u548c\u5bff\u547d\u73b0\u72b6\u8c03\u7814', 'TaskContent': '\u8c03\u7814\u56fa\u6001\u7535\u6c60\u5f53\u524d\u7684\u6210\u672c\u7ed3\u6784\u548c\u5bff\u547d\u74f6\u9888\u3002', 'InputObject_List': [], 'OutputObject': '\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a', 'AgentSelection': ['\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8c03\u7814\u56fa\u6001\u7535\u6c60\u5f53\u524d\u7684\u6210\u672c\u7ed3\u6784\u548c\u5bff\u547d\u74f6\u9888\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u53ca\u5f71\u54cd\u6210\u672c\u7684\u5173\u952e\u7269\u7406\u673a\u5236\u7684\u521d\u6b65\u5206\u6790\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u5b9a\u56fa\u6001\u7535\u6c60\u6750\u6599\u7684\u5bff\u547d\u74f6\u9888\u548c\u5bff\u547d\u5f71\u54cd\u56e0\u7d20\uff0c\u5206\u6790\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u56fa\u6001\u7535\u6c60\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u8f85\u52a9\u5206\u6790\u6210\u672c\u548c\u5bff\u547d\u7684\u70ed\u529b\u5b66\u673a\u7406\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5bff\u547d\u548c\u70ed\u529b\u5b66\u53c2\u6570\u5206\u6790\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u8bc4\u5ba1\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u8bc4\u5ba1\u53cd\u9988\uff0c\u6539\u8fdb\u5bff\u547d\u6d4b\u5b9a\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u63d0\u5347\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u7cbe\u5ea6\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u548c\u5bff\u547d\u73b0\u72b6\u7684\u7efc\u5408\u62a5\u544a\uff0c\u63d0\u4ea4\u4efb\u52a1\u6210\u679c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5173\u952e\u6750\u6599\u5206\u6790', 'TaskContent': '\u5206\u6790\u5f71\u54cd\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u7684\u5173\u952e\u6750\u6599\u5c5e\u6027\u4e0e\u6027\u80fd\u3002', 'InputObject_List': ['\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a'], 'OutputObject': '\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u5149\u7535\u7269\u7406\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u5206\u6790\u5f71\u54cd\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u7684\u5173\u952e\u6750\u6599\u5c5e\u6027\u4e0e\u6027\u80fd\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5bf9\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u6d4b\u5b9a\u5173\u952e\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u7684\u65b9\u6cd5\u548c\u6280\u672f\u8def\u7ebf\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u6d4b\u5b9a\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u63d0\u51fa\u5173\u952e\u6750\u6599\u6027\u80fd\u4f18\u5316\u7684\u5149\u7535\u7269\u7406\u8c03\u63a7\u7b56\u7565\uff0c\u65e8\u5728\u964d\u4f4e\u6210\u672c\u5e76\u5ef6\u957f\u5bff\u547d\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5149\u7535\u8c03\u63a7\u7b56\u7565\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u53ca\u5176\u5bf9\u6750\u6599\u6027\u80fd\u7684\u5b9e\u9645\u5f71\u54cd\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5149\u7535\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5149\u7535\u8c03\u63a7\u7b56\u7565\uff0c\u5b8c\u5584\u5206\u6790\u6a21\u578b\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u5b9e\u7528\u6027\u548c\u79d1\u5b66\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5206\u6790\u4e0e\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5f62\u6210\u5173\u4e8e\u5173\u952e\u6750\u6599\u5c5e\u6027\u53ca\u5176\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u6280\u672f\u65b9\u6848\u8bbe\u8ba1', 'TaskContent': '\u8bbe\u8ba1\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u6280\u672f\u65b9\u6848\u3002', 'InputObject_List': ['\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u6280\u672f\u65b9\u6848\u8349\u6848', 'AgentSelection': ['\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8bbe\u8ba1\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u6280\u672f\u65b9\u6848\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6280\u672f\u65b9\u6848\u8349\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u964d\u4f4e\u56fa\u6001\u7535\u6c60\u6210\u672c\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\uff0c\u5305\u62ec\u6750\u6599\u5408\u6210\u53ca\u7ed3\u6784\u4f18\u5316\u5efa\u8bae\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\uff0c\u63d0\u51fa\u63d0\u5347\u56fa\u6001\u7535\u6c60\u5bff\u547d\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u91cd\u70b9\u5173\u6ce8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u8c03\u63a7\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u6574\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5bff\u547d\u63d0\u5347\u65b9\u6848\uff0c\u8bbe\u8ba1\u5177\u4f53\u7684\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u53ca\u5e94\u7528\u6280\u672f\u8def\u5f84\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u63d0\u51fa\u7684\u6210\u672c\u964d\u4f4e\u65b9\u6848\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u53ca\u5bf9\u5bff\u547d\u5f71\u54cd\u7684\u6f5c\u5728\u98ce\u9669\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\uff0c\u5e73\u8861\u6210\u672c\u4e0e\u5bff\u547d\u7684\u6280\u672f\u6307\u6807\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u4f18\u5316\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u53ef\u9760\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6', 'Description': '\u603b\u7ed3\u53cc\u65b9\u4f18\u5316\u540e\u7684\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u56fa\u6001\u7535\u6c60\u6280\u672f\u65b9\u6848\u8349\u6848\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5b9e\u9a8c\u9a8c\u8bc1\u4e0e\u4f18\u5316', 'TaskContent': '\u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u3002', 'InputObject_List': ['\u6280\u672f\u65b9\u6848\u8349\u6848'], 'OutputObject': '\u4f18\u5316\u6280\u672f\u65b9\u6848', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6280\u672f\u65b9\u6848\u8349\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u4f18\u5316\u6280\u672f\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u9a8c\u8bc1\u56fa\u6001\u7535\u6c60\u6280\u672f\u53ef\u884c\u6027\u7684\u5177\u4f53\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6280\u672f\u65b9\u6848\u8349\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u4ee5\u8f85\u52a9\u5b9e\u9a8c\u9a8c\u8bc1\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6280\u672f\u65b9\u6848\u8349\u6848']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u5b9e\u9a8c\u53ef\u914d\u5408\u6027\u7684\u8bc4\u4f30\u4e0e\u53cd\u9988\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u6a21\u62df\u6570\u636e\u9700\u6c42\u548c\u6280\u672f\u53c2\u6570\u7684\u53ef\u5b9e\u73b0\u6027\u53cd\u9988\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u4e0e\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u6210\u672c\u6548\u76ca\u8bc4\u4f30', 'TaskContent': '\u8bc4\u4f30\u4f18\u5316\u65b9\u6848\u5728\u6210\u672c\u548c\u5bff\u547d\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\u3002', 'InputObject_List': ['\u4f18\u5316\u6280\u672f\u65b9\u6848'], 'OutputObject': '\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a', 'AgentSelection': ['\u5236\u5242\u5de5\u7a0b\u5e08', '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u4f18\u5316\u6280\u672f\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5236\u5242\u5de5\u7a0b\u5e08', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8bc4\u4f30\u4f18\u5316\u65b9\u6848\u5728\u6210\u672c\u548c\u5bff\u547d\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5236\u5242\u5de5\u7a0b\u5e08', 'Description': '\u57fa\u4e8e\u4f18\u5316\u6280\u672f\u65b9\u6848\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5236\u5242\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u7684\u521d\u6b65\u8bc4\u4f30\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4f18\u5316\u6280\u672f\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': 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"\u57fa\u4e8e\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u5b9a\u56fa\u6001\u7535\u6c60\u6750\u6599\u7684\u5bff\u547d\u74f6\u9888\u548c\u5bff\u547d\u5f71\u54cd\u56e0\u7d20\uff0c\u5206\u6790\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u56fa\u6001\u7535\u6c60\u6750\u6599\u5bff\u547d\u74f6\u9888\u53ca\u5f71\u54cd\u56e0\u7d20\uff0c\u6211\u5efa\u8bae\u91c7\u7528\u4ee5\u4e0b\u5b9e\u9a8c\u65b9\u6cd5\u548c\u5206\u6790\u624b\u6bb5\uff1a\n\n1. **\u5bff\u547d\u6d4b\u8bd5\u5b9e\u9a8c\u8bbe\u8ba1** \n - \u901a\u8fc7\u5faa\u73af\u5145\u653e\u7535\u6d4b\u8bd5\uff08\u6052\u6d41\u6052\u538b\u5145\u653e\u7535\uff09\uff0c\u6d4b\u5b9a\u56fa\u6001\u7535\u6c60\u5728\u4e0d\u540c\u5faa\u73af\u6b21\u6570\u4e0b\u7684\u5bb9\u91cf\u8870\u51cf\u66f2\u7ebf\uff0c\u8bc4\u4f30\u7535\u6c60\u5bff\u547d\u3002 \n - \u7ed3\u5408\u9ad8\u6e29\u3001\u9ad8\u6e7f\u7b49\u52a0\u901f\u8001\u5316\u6d4b\u8bd5\uff0c\u6a21\u62df\u7535\u6c60\u5728\u5b9e\u9645\u5de5\u51b5\u4e0b\u7684\u5bff\u547d\u8868\u73b0\u3002 \n\n2. **\u5fae\u89c2\u7ed3\u6784\u8868\u5f81** \n - \u5229\u7528\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u548c\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u89c2\u5bdf\u56fa\u6001\u7535\u89e3\u8d28\u53ca\u7535\u6781\u6750\u6599\u5728\u4e0d\u540c\u5faa\u73af\u9636\u6bb5\u7684\u6676\u7c92\u7ed3\u6784\u53d8\u5316\u3001\u754c\u9762\u5f62\u8c8c\u548c\u7f3a\u9677\u5f62\u6001\u3002 \n - \u91c7\u7528\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u5236\u5907\u4ea4\u53c9\u622a\u9762\u6837\u54c1\uff0c\u7cbe\u786e\u5206\u6790\u7535\u6781/\u7535\u89e3\u8d28\u754c\u9762\u7f3a\u9677\uff08\u5982\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u754c\u9762\u53cd\u5e94\u4ea7\u7269\u7b49\uff09\u3002 \n\n3. **\u7f3a\u9677\u5b9a\u91cf\u5206\u6790** \n - \u901a\u8fc7X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u548c\u62c9\u66fc\u5149\u8c31\u68c0\u6d4b\u6750\u6599\u7ed3\u6784\u53d8\u5316\uff0c\u8bc6\u522b\u6676\u683c\u7578\u53d8\u548c\u76f8\u53d8\u3002 \n - \u5229\u7528\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u548c\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53ca\u6676\u754c\u7279\u5f81\uff0c\u5173\u8054\u6676\u754c\u7f3a\u9677\u4e0e\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u53d8\u5316\u3002 \n\n4. **\u7f3a\u9677\u5bf9\u5bff\u547d\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1** \n - \u5236\u5907\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u7684\u56fa\u6001\u7535\u6c60\u6837\u54c1\uff08\u5982\u901a\u8fc7\u8c03\u63a7\u70e7\u7ed3\u6e29\u5ea6\u6216\u63ba\u6742\u5242\u542b\u91cf\uff09\uff0c\u6bd4\u8f83\u5176\u5faa\u73af\u5bff\u547d\u548c\u5bb9\u91cf\u4fdd\u6301\u7387\u3002 \n - \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\uff0c\u5206\u6790\u7f3a\u9677\u5bf9\u754c\u9762\u963b\u6297\u548c\u79bb\u5b50\u4f20\u8f93\u7684\u5f71\u54cd\u3002 \n\n5. **\u603b\u7ed3\u5206\u6790** \n - \u901a\u8fc7\u4e0a\u8ff0\u5b9e\u9a8c\u6570\u636e\uff0c\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u5982\u6676\u7c92\u5c3a\u5bf8\u4e0d\u5747\u3001\u754c\u9762\u88c2\u7eb9\u3001\u6742\u8d28\u76f8\u7b49\uff09\u4e0e\u7535\u6c60\u5bff\u547d\u8870\u9000\u4e4b\u95f4\u7684\u5b9a\u91cf\u5173\u7cfb\u3002 \n - \u660e\u786e\u4e3b\u8981\u5bff\u547d\u74f6\u9888\u4e3a\u754c\u9762\u7ed3\u6784\u7a33\u5b9a\u6027\u548c\u7f3a\u9677\u8bf1\u5bfc\u7684\u79bb\u5b50\u4f20\u8f93\u963b\u788d\uff0c\u6307\u5bfc\u540e\u7eed\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002 \n\n\u6211\u5c06\u7ec4\u7ec7\u5f00\u5c55\u4e0a\u8ff0\u5b9e\u9a8c\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff0c\u5f62\u6210\u56fa\u6001\u7535\u6c60\u6750\u6599\u5bff\u547d\u74f6\u9888\u53ca\u7f3a\u9677\u5f71\u54cd\u7684\u8be6\u7ec6\u5b9e\u9a8c\u62a5\u544a\uff0c\u652f\u6301\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u7684\u7efc\u5408\u8bc4\u4f30\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u56fa\u6001\u7535\u6c60\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u8f85\u52a9\u5206\u6790\u6210\u672c\u548c\u5bff\u547d\u7684\u70ed\u529b\u5b66\u673a\u7406\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u4e3a\u4e86\u8f85\u52a9\u5206\u6790\u56fa\u6001\u7535\u6c60\u4e2d\u6db2\u6001\u91d1\u5c5e\u76f8\u5173\u7684\u6210\u672c\u548c\u5bff\u547d\u74f6\u9888\uff0c\u6211\u5c06\u5f00\u5c55\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u5de5\u4f5c\uff0c\u91cd\u70b9\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff1a\n\n1. **\u76ee\u6807\u53c2\u6570** \n - \u6db2\u6001\u91d1\u5c5e\u7684\u7194\u70b9\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bb9\u3001\u70ed\u5bfc\u7387 \n - \u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7684\u754c\u9762\u81ea\u7531\u80fd \n - \u6db2\u6001\u91d1\u5c5e\u5728\u7535\u6c60\u5de5\u4f5c\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u76f8\u5e73\u8861\u6570\u636e \n - \u6db2\u6001\u91d1\u5c5e\u5728\u7535\u6781\u6750\u6599\u4e2d\u7684\u6269\u6563\u7cfb\u6570\u548c\u6d3b\u5316\u80fd \n - 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**\u6a21\u62df\u5185\u5bb9\u7ec6\u5316** \n - \u9488\u5bf9\u5178\u578b\u6db2\u6001\u91d1\u5c5e\uff08\u5982\u9502\u3001\u94a0\u7b49\uff09\u5728\u56fa\u6001\u7535\u6c60\u4e2d\u7684\u5e94\u7528\u73af\u5883\uff0c\u6a21\u62df\u5176\u70ed\u529b\u5b66\u884c\u4e3a \n - \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u6a21\u62df\u7f3a\u9677\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd \n - \u8bc4\u4f30\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u7535\u6c60\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u7684\u9650\u5236\u53ca\u5176\u5bf9\u6210\u672c\u7684\u5f71\u54cd \n - \u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u5728\u7535\u6c60\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7684\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff0c\u5206\u6790\u5bf9\u5bff\u547d\u7684\u6f5c\u5728\u5f71\u54cd\n\n4. **\u9884\u671f\u8f93\u51fa** \n - \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u56fa\u6001\u7535\u6c60\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316 \n - \u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5206\u6790\u62a5\u544a \n - \u7ed3\u5408\u6210\u672c\u7ed3\u6784\u548c\u5bff\u547d\u74f6\u9888\uff0c\u63d0\u51fa\u57fa\u4e8e\u70ed\u529b\u5b66\u7684\u4f18\u5316\u5efa\u8bae\n\n\u6211\u5c06\u7acb\u5373\u542f\u52a8\u76f8\u5173\u8ba1\u7b97\u6a21\u62df\u5de5\u4f5c\uff0c\u9884\u8ba1\u57281-2\u5468\u5185\u5b8c\u6210\u521d\u6b65\u53c2\u6570\u83b7\u53d6\u548c\u5206\u6790\u62a5\u544a\uff0c\u52a9\u529b\u56e2\u961f\u5f62\u6210\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u7684\u7efc\u5408\u8bc4\u4f30\u62a5\u544a\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5bff\u547d\u548c\u70ed\u529b\u5b66\u53c2\u6570\u5206\u6790\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u8bc4\u5ba1\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u65b9\u6848\uff0c\u6211\u8ba4\u4e3a\u603b\u4f53\u8bbe\u8ba1\u5408\u7406\uff0c\u7269\u7406\u673a\u5236\u628a\u63e1\u51c6\u786e\uff0c\u4f46\u6709\u4e24\u70b9\u5efa\u8bae\uff1a\n\n1. \u5b9e\u9a8c\u65b9\u6848\u4e2d\u5173\u4e8e\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u4e0e\u7535\u5316\u5b66\u963b\u6297\u8c31\u7ed3\u5408\u7684\u601d\u8def\u975e\u5e38\u597d\uff0c\u5efa\u8bae\u8fdb\u4e00\u6b65\u5f3a\u8c03\u4e0d\u540c\u7f3a\u9677\u7c7b\u578b\uff08\u5982\u6676\u754c\u88c2\u7eb9\u4e0e\u754c\u9762\u6742\u8d28\u76f8\uff09\u5bf9\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u7684\u533a\u5206\uff0c\u8fd9\u6709\u52a9\u4e8e\u66f4\u7cbe\u51c6\u8bc6\u522b\u5bff\u547d\u74f6\u9888\u3002\n\n2. \u8ba1\u7b97\u6a21\u62df\u90e8\u5206\u5229\u7528DFT\u548cCALPHAD\u7ed3\u5408\u7684\u65b9\u6cd5\u5408\u7406\uff0c\u5efa\u8bae\u5728\u754c\u9762\u81ea\u7531\u80fd\u8ba1\u7b97\u65f6\u8003\u8651\u7535\u6c60\u5de5\u4f5c\u73af\u5883\u7684\u7535\u5316\u5b66\u52bf\u5f71\u54cd\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u7684\u5b9e\u9645\u9002\u7528\u6027\uff0c\u7279\u522b\u662f\u754c\u9762\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u98ce\u9669\u8bc4\u4f30\u3002\n\n\u603b\u4f53\u65b9\u6848\u6280\u672f\u5408\u7406\u4e14\u7269\u7406\u4e00\u81f4\uff0c\u671f\u5f85\u540e\u7eed\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u7684\u7ed3\u5408\u5206\u6790\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u8bc4\u5ba1\u53cd\u9988\uff0c\u6539\u8fdb\u5bff\u547d\u6d4b\u5b9a\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u63d0\u5347\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u9488\u5bf9\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5efa\u8bae\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u7ec6\u5316\u548c\u5b8c\u5584\u5bff\u547d\u6d4b\u5b9a\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u7279\u522b\u662f\u5728\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u4e0e\u7535\u5316\u5b66\u963b\u6297\u8c31\u7684\u7ed3\u5408\u65b9\u9762\uff0c\u589e\u5f3a\u5bf9\u4e0d\u540c\u7f3a\u9677\u7c7b\u578b\u5bf9\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u5f71\u54cd\u7684\u533a\u5206\u80fd\u529b\uff0c\u4ece\u800c\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u56fa\u6001\u7535\u6c60\u5bff\u547d\u74f6\u9888\u3002\n\n## Improved version of \u5bff\u547d\u6d4b\u5b9a\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u65b9\u6cd5\n```\n1. \u5bff\u547d\u6d4b\u8bd5\u5b9e\u9a8c\u8bbe\u8ba1 \n - \u91c7\u7528\u6052\u6d41\u6052\u538b\u5faa\u73af\u5145\u653e\u7535\u6d4b\u8bd5\uff0c\u7cfb\u7edf\u6d4b\u91cf\u56fa\u6001\u7535\u6c60\u5728\u4e0d\u540c\u5faa\u73af\u6b21\u6570\u4e0b\u7684\u5bb9\u91cf\u8870\u51cf\u66f2\u7ebf\uff0c\u6db5\u76d6\u5e38\u6e29\u53ca\u9ad8\u6e29\u3001\u9ad8\u6e7f\u7b49\u52a0\u901f\u8001\u5316\u6761\u4ef6\uff0c\u6a21\u62df\u5b9e\u9645\u4f7f\u7528\u73af\u5883\u7684\u5bff\u547d\u8868\u73b0\u3002 \n - \u589e\u52a0\u591a\u91cd\u5e94\u529b\u6d4b\u8bd5\u65b9\u6848\uff08\u5982\u6e29\u5ea6\u68af\u5ea6\u3001\u673a\u68b0\u5e94\u529b\uff09\u4ee5\u8003\u5bdf\u73af\u5883\u56e0\u7d20\u5bf9\u5bff\u547d\u7684\u534f\u540c\u5f71\u54cd\u3002 \n\n2. \u5fae\u89c2\u7ed3\u6784\u4e0e\u7f3a\u9677\u8868\u5f81 \n - \u5229\u7528SEM\u548cTEM\u89c2\u5bdf\u7535\u6781\u548c\u56fa\u6001\u7535\u89e3\u8d28\u6750\u6599\u5728\u4e0d\u540c\u5faa\u73af\u9636\u6bb5\u7684\u6676\u7c92\u7ed3\u6784\u3001\u754c\u9762\u5f62\u8c8c\u53ca\u7f3a\u9677\u5f62\u6001\uff0c\u91cd\u70b9\u5173\u6ce8\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u754c\u9762\u53cd\u5e94\u4ea7\u7269\u7b49\u7f3a\u9677\u7c7b\u578b\u3002 \n - \u91c7\u7528FIB\u6280\u672f\u5236\u5907\u4ea4\u53c9\u622a\u9762\u6837\u54c1\uff0c\u5b9e\u73b0\u754c\u9762\u7f3a\u9677\u7684\u9ad8\u7cbe\u5ea6\u5b9a\u4f4d\u4e0e\u5206\u6790\u3002 \n - \u7ed3\u5408XRD\u548c\u62c9\u66fc\u5149\u8c31\uff0c\u8bc6\u522b\u6750\u6599\u7684\u6676\u683c\u7578\u53d8\u548c\u76f8\u53d8\uff0c\u76d1\u6d4b\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7ed3\u6784\u7a33\u5b9a\u6027\u53d8\u5316\u3002 \n - \u5229\u7528AFM\u548cEBSD\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53ca\u6676\u754c\u7279\u5f81\uff0c\u7ec6\u5316\u6676\u754c\u7f3a\u9677\u5bf9\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u7684\u5f71\u54cd\u673a\u5236\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u4e0e\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u7ed3\u5408 \n - \u5236\u5907\u5177\u6709\u4e0d\u540c\u7f3a\u9677\u7c7b\u578b\u548c\u5bc6\u5ea6\u7684\u56fa\u6001\u7535\u6c60\u6837\u54c1\uff08\u901a\u8fc7\u8c03\u8282\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u542b\u91cf\u53ca\u754c\u9762\u5904\u7406\u5de5\u827a\uff09\uff0c\u5b9e\u73b0\u5bf9\u6bd4\u5206\u6790\u3002 \n - \u8bbe\u8ba1\u5206\u9891\u6bb5EIS\u6d4b\u8bd5\u65b9\u6848\uff0c\u5206\u522b\u89e3\u6790\u9ad8\u9891\u3001\u4e2d\u9891\u548c\u4f4e\u9891\u963b\u6297\u6210\u5206\uff0c\u533a\u5206\u6676\u754c\u88c2\u7eb9\u5f15\u8d77\u7684\u754c\u9762\u963b\u6297\u548c\u754c\u9762\u6742\u8d28\u76f8\u5bfc\u81f4\u7684\u79bb\u5b50\u4f20\u8f93\u963b\u788d\u3002 \n - \u7ed3\u5408\u7b49\u6548\u7535\u8def\u6a21\u578b\uff0c\u5b9a\u91cf\u63d0\u53d6\u4e0d\u540c\u7f3a\u9677\u5bf9\u754c\u9762\u963b\u6297\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u7f3a\u9677\u7c7b\u578b\u4e0e\u963b\u6297\u7279\u5f81\u7684\u5bf9\u5e94\u5173\u7cfb\u3002 \n - \u901a\u8fc7\u5faa\u73af\u6d4b\u8bd5\u524d\u540e\u5bf9\u6bd4EIS\u53d8\u5316\uff0c\u52a8\u6001\u8ffd\u8e2a\u7f3a\u9677\u6f14\u5316\u5bf9\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u7684\u5f71\u54cd\u3002 \n\n4. \u7f3a\u9677\u5bf9\u5bff\u547d\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1 \n - \u7cfb\u7edf\u6bd4\u8f83\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\u7684\u5faa\u73af\u5bff\u547d\u548c\u5bb9\u91cf\u4fdd\u6301\u7387\uff0c\u660e\u786e\u7f3a\u9677\u5bf9\u5bff\u547d\u8870\u9000\u7684\u5b9a\u91cf\u5f71\u54cd\u3002 \n - \u7ed3\u5408EIS\u5206\u6790\u7ed3\u679c\uff0c\u9a8c\u8bc1\u7f3a\u9677\u8bf1\u5bfc\u7684\u754c\u9762\u963b\u6297\u589e\u52a0\u662f\u5bff\u547d\u8870\u9000\u7684\u4e3b\u8981\u539f\u56e0\u3002 \n\n5. \u6570\u636e\u6574\u5408\u4e0e\u6a21\u578b\u5efa\u7acb \n - \u5229\u7528\u591a\u53d8\u91cf\u7edf\u8ba1\u5206\u6790\u65b9\u6cd5\uff0c\u6574\u5408\u5fae\u89c2\u7ed3\u6784\u8868\u5f81\u3001\u7f3a\u9677\u5b9a\u91cf\u548c\u7535\u5316\u5b66\u963b\u6297\u6570\u636e\uff0c\u5efa\u7acb\u7f3a\u9677\u7279\u5f81\u4e0e\u7535\u6c60\u5bff\u547d\u8870\u9000\u7684\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\u3002 \n - \u660e\u786e\u754c\u9762\u7ed3\u6784\u7a33\u5b9a\u6027\u548c\u7f3a\u9677\u8bf1\u5bfc\u7684\u79bb\u5b50\u4f20\u8f93\u963b\u788d\u4e3a\u4e3b\u8981\u5bff\u547d\u74f6\u9888\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u65b9\u5411\u3002 \n\n6. \u62a5\u544a\u8f93\u51fa \n - \u5f62\u6210\u5305\u542b\u8be6\u7ec6\u5b9e\u9a8c\u6570\u636e\u3001\u7f3a\u9677\u7c7b\u578b\u533a\u5206\u5206\u6790\u548c\u5bff\u547d\u8870\u9000\u673a\u5236\u7684\u7efc\u5408\u5b9e\u9a8c\u62a5\u544a\uff0c\u652f\u6301\u56e2\u961f\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u7684\u79d1\u5b66\u8bc4\u4f30\u548c\u4f18\u5316\u5efa\u8bae\u3002 \n```\n\n\u901a\u8fc7\u4e0a\u8ff0\u6539\u8fdb\uff0c\u5b9e\u9a8c\u8bbe\u8ba1\u5c06\u66f4\u5177\u9488\u5bf9\u6027\u548c\u89e3\u6790\u529b\uff0c\u80fd\u591f\u533a\u5206\u4e0d\u540c\u7f3a\u9677\u5bf9\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u7684\u5177\u4f53\u5f71\u54cd\uff0c\u63d0\u5347\u5bff\u547d\u74f6\u9888\u8bc6\u522b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u52a9\u529b\u56e2\u961f\u5f62\u6210\u66f4\u52a0\u5168\u9762\u548c\u6df1\u5165\u7684\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u7cbe\u5ea6\u548c\u9002\u7528\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5bb6\u63d0\u51fa\u7684\u5173\u4e8e\u754c\u9762\u81ea\u7531\u80fd\u8ba1\u7b97\u5e94\u8003\u8651\u7535\u6c60\u5de5\u4f5c\u73af\u5883\u7535\u5316\u5b66\u52bf\u7684\u5efa\u8bae\uff0c\u6211\u5c06\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6a21\u578b\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u7684\u5b9e\u9645\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u5177\u4f53\u6539\u8fdb\u5982\u4e0b\uff1a\n\n## Improved version of \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6a21\u578b\n```\n1. \u8ba1\u7b97\u76ee\u6807\u53c2\u6570\u4f18\u5316 \n - \u7ee7\u7eed\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u7194\u70b9\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bb9\u3001\u70ed\u5bfc\u7387\u7b49\u57fa\u672c\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n - \u589e\u5f3a\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\u7684\u8ba1\u7b97\uff0c\u7eb3\u5165\u7535\u6c60\u5de5\u4f5c\u73af\u5883\u4e2d\u7684\u7535\u5316\u5b66\u52bf\uff08\u7535\u6781\u7535\u4f4d\u3001\u754c\u9762\u7535\u573a\uff09\u5f71\u54cd\uff0c\u6a21\u62df\u4e0d\u540c\u5145\u653e\u7535\u72b6\u6001\u4e0b\u754c\u9762\u80fd\u53d8\u5316\u3002 \n - \u7ec6\u5316\u6db2\u6001\u91d1\u5c5e\u5728\u7535\u6781\u6750\u6599\u4e2d\u7684\u6269\u6563\u884c\u4e3a\u6a21\u62df\uff0c\u7ed3\u5408\u7535\u5316\u5b66\u52bf\u68af\u5ea6\uff0c\u8ba1\u7b97\u6269\u6563\u7cfb\u6570\u548c\u6d3b\u5316\u80fd\u7684\u7535\u5316\u5b66\u8c03\u5236\u6548\u5e94\u3002 \n - \u7ed3\u5408CALPHAD\u65b9\u6cd5\uff0c\u6784\u5efa\u66f4\u4e3a\u7cbe\u786e\u7684\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u6750\u6599\u76f8\u56fe\u6570\u636e\u5e93\uff0c\u8986\u76d6\u7535\u6c60\u5de5\u4f5c\u6e29\u5ea6\u53ca\u7535\u5316\u5b66\u6761\u4ef6\u3002 \n\n2. \u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u62df\u5de5\u5177\u5347\u7ea7 \n - \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u4e2d\u5f15\u5165\u5916\u52a0\u7535\u52bf\u573a\uff0c\u6a21\u62df\u7535\u6c60\u5de5\u4f5c\u7535\u538b\u5bf9\u754c\u9762\u7535\u5b50\u7ed3\u6784\u548c\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002 \n - \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u65f6\uff0c\u8003\u8651\u7535\u5316\u5b66\u52bf\u5bf9\u6db2\u6001\u91d1\u5c5e\u539f\u5b50\u52a8\u529b\u5b66\u884c\u4e3a\u7684\u8c03\u63a7\uff0c\u7279\u522b\u662f\u6269\u6563\u548c\u70ed\u5bfc\u7387\u7684\u53d8\u5316\u3002 \n - CALPHAD\u6570\u636e\u5e93\u4e2d\u52a0\u5165\u7535\u5316\u5b66\u52bf\u76f8\u5173\u70ed\u529b\u5b66\u4fee\u6b63\uff0c\u63d0\u5347\u76f8\u5e73\u8861\u8ba1\u7b97\u7684\u73af\u5883\u9002\u5e94\u6027\u3002 \n\n3. \u6a21\u62df\u5185\u5bb9\u7ec6\u5316\u4e0e\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e \n - \u9488\u5bf9\u5178\u578b\u6db2\u6001\u91d1\u5c5e\uff08\u5982\u9502\u3001\u94a0\uff09\u5728\u4e0d\u540c\u7535\u6781\u7535\u4f4d\u4e0b\u7684\u754c\u9762\u7a33\u5b9a\u6027\u8fdb\u884c\u7cfb\u7edf\u6a21\u62df\uff0c\u8bc4\u4f30\u754c\u9762\u81ea\u7531\u80fd\u968f\u7535\u5316\u5b66\u72b6\u6001\u7684\u53d8\u5316\u8d8b\u52bf\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u5fae\u89c2\u7ed3\u6784\u548c\u7f3a\u9677\u4fe1\u606f\uff0c\u6a21\u62df\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u754c\u9762\u6742\u8d28\u76f8\u7b49\uff09\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u548c\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n - \u8bc4\u4f30\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u548c\u7535\u6c60\u5faa\u73af\u5bff\u547d\u7684\u9650\u5236\u4f5c\u7528\uff0c\u63d0\u51fa\u57fa\u4e8e\u70ed\u529b\u5b66\u7684\u5de5\u827a\u4f18\u5316\u5efa\u8bae\u3002 \n\n4. \u9884\u671f\u8f93\u51fa\u53ca\u5e94\u7528 \n - \u5b8c\u5584\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u5305\u542b\u7535\u5316\u5b66\u52bf\u8c03\u5236\u4e0b\u7684\u70ed\u529b\u5b66\u6027\u8d28\u548c\u754c\u9762\u81ea\u7531\u80fd\u6570\u636e\u3002 \n - \u8be6\u5c3d\u7684\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5206\u6790\u62a5\u544a\uff0c\u6db5\u76d6\u4e0d\u540c\u7535\u5316\u5b66\u72b6\u6001\u4e0b\u7684\u754c\u9762\u53cd\u5e94\u98ce\u9669\u8bc4\u4f30\u3002 \n - \u7ed3\u5408\u6210\u672c\u7ed3\u6784\u4e0e\u5bff\u547d\u74f6\u9888\uff0c\u57fa\u4e8e\u70ed\u529b\u5b66\u89c6\u89d2\u63d0\u51fa\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u5e94\u7528\u7684\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u7b56\u7565\u3002 \n\n5. \u65f6\u95f4\u5b89\u6392 \n - \u9884\u8ba1\u57281-2\u5468\u5185\u5b8c\u6210\u6a21\u578b\u4f18\u5316\u3001\u8ba1\u7b97\u548c\u521d\u6b65\u5206\u6790\u62a5\u544a\uff0c\u53ca\u65f6\u53cd\u9988\u7ed9\u56e2\u961f\uff0c\u652f\u6301\u7efc\u5408\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u8bc4\u4f30\u3002 \n```\n\n\u901a\u8fc7\u4e0a\u8ff0\u6539\u8fdb\uff0c\u8ba1\u7b97\u6a21\u62df\u5de5\u4f5c\u5c06\u66f4\u8d34\u8fd1\u56fa\u6001\u7535\u6c60\u5b9e\u9645\u5de5\u4f5c\u73af\u5883\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u4ef7\u503c\uff0c\u4e3a\u56e2\u961f\u6df1\u5165\u7406\u89e3\u6210\u672c\u548c\u5bff\u547d\u74f6\u9888\u63d0\u4f9b\u575a\u5b9e\u7684\u70ed\u529b\u5b66\u57fa\u7840\u652f\u6301\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5206\u6790\u7ed3\u679c\uff0c\u5f62\u6210\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u548c\u5bff\u547d\u73b0\u72b6\u7684\u7efc\u5408\u62a5\u544a\uff0c\u63d0\u4ea4\u4efb\u52a1\u6210\u679c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6df1\u5165\u6c9f\u901a\u548c\u65b9\u6848\u4f18\u5316\uff0c\u6211\u4eec\u5f62\u6210\u4e86\u5bf9\u56fa\u6001\u7535\u6c60\u5f53\u524d\u6210\u672c\u6784\u6210\u53ca\u5bff\u547d\u74f6\u9888\u7684\u5168\u9762\u7406\u89e3\u548c\u5206\u6790\u3002\u7ed3\u5408\u5404\u65b9\u6539\u8fdb\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u3001\u7f3a\u9677\u5b9a\u91cf\u4e0e\u7535\u5316\u5b66\u963b\u6297\u8c31\u7ed3\u5408\u65b9\u6cd5\uff0c\u4ee5\u53ca\u8003\u8651\u7535\u5316\u5b66\u52bf\u5f71\u54cd\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\uff0c\u6211\u4eec\u80fd\u591f\u66f4\u7cbe\u51c6\u5730\u8bc6\u522b\u548c\u91cf\u5316\u5f71\u54cd\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u7684\u5173\u952e\u56e0\u7d20\u3002\n\n\u4ee5\u4e0b\u662f\u7efc\u5408\u6574\u7406\u7684\u56fa\u6001\u7535\u6c60\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff1a\n\n```\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\n\n\u4e00\u3001\u56fa\u6001\u7535\u6c60\u6210\u672c\u6784\u6210\u5206\u6790\n\n1. \u6750\u6599\u6210\u672c \n - \u56fa\u6001\u7535\u89e3\u8d28\u6750\u6599\uff08\u6c27\u5316\u7269\u3001\u786b\u5316\u7269\u3001\u805a\u5408\u7269\u7b49\uff09\u5236\u5907\u5de5\u827a\u590d\u6742\uff0c\u5bf9\u7eaf\u5ea6\u548c\u6027\u80fd\u8981\u6c42\u9ad8\uff0c\u6750\u6599\u6210\u672c\u5c45\u9ad8\u4e0d\u4e0b\u3002 \n - \u7535\u6781\u6750\u6599\uff08\u7279\u522b\u662f\u542b\u8d35\u91d1\u5c5e\u6216\u7a00\u6709\u91d1\u5c5e\uff09\u4ef7\u683c\u6602\u8d35\uff0c\u663e\u8457\u589e\u52a0\u6574\u4f53\u6210\u672c\u3002 \n\n2. \u5236\u9020\u5de5\u827a\u6210\u672c \n - \u9ad8\u6e29\u70e7\u7ed3\u3001\u8584\u819c\u6c89\u79ef\u53ca\u754c\u9762\u5904\u7406\u7b49\u590d\u6742\u5de5\u827a\u5bfc\u81f4\u8bbe\u5907\u6295\u8d44\u548c\u80fd\u8017\u5927\uff0c\u5de5\u827a\u63a7\u5236\u96be\u5ea6\u9ad8\uff0c\u826f\u54c1\u7387\u53d7\u9650\u3002 \n - \u5236\u9020\u8fc7\u7a0b\u4e2d\u754c\u9762\u963b\u6297\u63a7\u5236\u548c\u79bb\u5b50\u4f20\u8f93\u4f18\u5316\u9700\u6c42\u589e\u52a0\u5de5\u827a\u590d\u6742\u6027\u548c\u6210\u672c\u3002 \n\n3. \u5c01\u88c5\u4e0e\u96c6\u6210\u6210\u672c \n - \u5bf9\u5bc6\u5c01\u6027\u548c\u673a\u68b0\u7a33\u5b9a\u6027\u8981\u6c42\u4e25\u683c\uff0c\u5c01\u88c5\u6750\u6599\u548c\u5de5\u827a\u6210\u672c\u8f83\u9ad8\u3002 \n\n4. \u5173\u952e\u7269\u7406\u673a\u5236\u5bf9\u6210\u672c\u7684\u5f71\u54cd \n - \u754c\u9762\u963b\u6297\u5927\uff0c\u9700\u590d\u6742\u754c\u9762\u5de5\u7a0b\u548c\u6750\u6599\u8bbe\u8ba1\uff0c\u589e\u52a0\u5236\u9020\u96be\u5ea6\u548c\u6210\u672c\u3002 \n - \u56fa\u6001\u7535\u89e3\u8d28\u79bb\u5b50\u5bfc\u7535\u7387\u9650\u5236\uff0c\u5bfc\u81f4\u7535\u89e3\u8d28\u5c42\u9700\u52a0\u539a\u6216\u8bbe\u8ba1\u590d\u6742\uff0c\u6750\u6599\u548c\u5de5\u827a\u6210\u672c\u4e0a\u5347\u3002 \n - \u6750\u6599\u7a33\u5b9a\u6027\u4e0d\u8db3\uff0c\u5bfc\u81f4\u5bff\u547d\u7f29\u77ed\uff0c\u4f7f\u7528\u6210\u672c\u589e\u52a0\u3002 \n\n\u4e8c\u3001\u56fa\u6001\u7535\u6c60\u5bff\u547d\u74f6\u9888\u53ca\u5f71\u54cd\u56e0\u7d20\n\n1. \u5bff\u547d\u6d4b\u8bd5\u4e0e\u52a0\u901f\u8001\u5316 \n - \u91c7\u7528\u6052\u6d41\u6052\u538b\u5faa\u73af\u5145\u653e\u7535\u6d4b\u8bd5\uff0c\u7ed3\u5408\u9ad8\u6e29\u3001\u9ad8\u6e7f\u53ca\u591a\u91cd\u5e94\u529b\uff08\u6e29\u5ea6\u68af\u5ea6\u3001\u673a\u68b0\u5e94\u529b\uff09\u52a0\u901f\u8001\u5316\uff0c\u7cfb\u7edf\u8bc4\u4f30\u7535\u6c60\u5bff\u547d\u8868\u73b0\u3002 \n\n2. \u5fae\u89c2\u7ed3\u6784\u4e0e\u7f3a\u9677\u5206\u6790 \n - SEM\u3001TEM\u53caFIB\u4ea4\u53c9\u622a\u9762\u6280\u672f\u63ed\u793a\u4e0d\u540c\u5faa\u73af\u9636\u6bb5\u6676\u7c92\u7ed3\u6784\u53d8\u5316\u3001\u754c\u9762\u88c2\u7eb9\u3001\u5b54\u6d1e\u53ca\u754c\u9762\u53cd\u5e94\u4ea7\u7269\u7b49\u7f3a\u9677\u5f62\u6001\u3002 \n - XRD\u548c\u62c9\u66fc\u5149\u8c31\u76d1\u6d4b\u6676\u683c\u7578\u53d8\u548c\u76f8\u53d8\uff0cAFM\u548cEBSD\u5206\u6790\u6676\u7c92\u5c3a\u5bf8\u53ca\u6676\u754c\u7279\u5f81\uff0c\u7ec6\u5316\u7f3a\u9677\u5bf9\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u7684\u5f71\u54cd\u673a\u5236\u3002 \n\n3. \u7f3a\u9677\u5b9a\u91cf\u4e0e\u7535\u5316\u5b66\u963b\u6297\u8c31\u7ed3\u5408 \n - \u901a\u8fc7\u8c03\u8282\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u542b\u91cf\u53ca\u754c\u9762\u5904\u7406\u5236\u5907\u4e0d\u540c\u7f3a\u9677\u7c7b\u578b\u548c\u5bc6\u5ea6\u6837\u54c1\u3002 \n - \u5206\u9891\u6bb5EIS\u6d4b\u8bd5\u89e3\u6790\u9ad8\u9891\u3001\u4e2d\u9891\u3001\u4f4e\u9891\u963b\u6297\uff0c\u533a\u5206\u6676\u754c\u88c2\u7eb9\u4e0e\u754c\u9762\u6742\u8d28\u76f8\u5bf9\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u7684\u4e0d\u540c\u8d21\u732e\u3002 \n - \u5229\u7528\u7b49\u6548\u7535\u8def\u6a21\u578b\u5b9a\u91cf\u63d0\u53d6\u7f3a\u9677\u5bf9\u754c\u9762\u963b\u6297\u7684\u5f71\u54cd\uff0c\u52a8\u6001\u8ffd\u8e2a\u7f3a\u9677\u6f14\u5316\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\u3002 \n\n4. \u7f3a\u9677\u5bf9\u5bff\u547d\u7684\u5b9a\u91cf\u5f71\u54cd \n - \u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\u5faa\u73af\u5bff\u547d\u548c\u5bb9\u91cf\u4fdd\u6301\u7387\u5dee\u5f02\u663e\u8457\uff0c\u7f3a\u9677\u8bf1\u5bfc\u7684\u754c\u9762\u963b\u6297\u589e\u52a0\u662f\u5bff\u547d\u8870\u9000\u7684\u4e3b\u8981\u539f\u56e0\u3002 \n - \u591a\u53d8\u91cf\u7edf\u8ba1\u5206\u6790\u5efa\u7acb\u7f3a\u9677\u7279\u5f81\u4e0e\u5bff\u547d\u8870\u9000\u7684\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\uff0c\u660e\u786e\u754c\u9762\u7ed3\u6784\u7a33\u5b9a\u6027\u548c\u7f3a\u9677\u8bf1\u5bfc\u79bb\u5b50\u4f20\u8f93\u963b\u788d\u4e3a\u6838\u5fc3\u5bff\u547d\u74f6\u9888\u3002 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\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5206\u6790\u4e0d\u540c\u5145\u653e\u7535\u72b6\u6001\u4e0b\u754c\u9762\u80fd\u53d8\u5316\u53ca\u53cd\u5e94\u98ce\u9669\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u6a21\u62df\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u754c\u9762\u6742\u8d28\u76f8\uff09\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u53ca\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n\n3. \u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u4e0e\u5bff\u547d\u5f71\u54cd \n - \u8bc4\u4f30\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u7684\u9650\u5236\u53ca\u5176\u5bf9\u7535\u6c60\u5faa\u73af\u5bff\u547d\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \n - \u57fa\u4e8e\u70ed\u529b\u5b66\u5206\u6790\u63d0\u51fa\u4f18\u5316\u5de5\u827a\u548c\u8bbe\u8ba1\u5efa\u8bae\uff0c\u964d\u4f4e\u6210\u672c\u548c\u63d0\u5347\u5bff\u547d\u3002 \n\n\u56db\u3001\u7efc\u5408\u8bc4\u4f30\u4e0e\u4f18\u5316\u5efa\u8bae\n\n1. \u6210\u672c\u63a7\u5236 \n - \u4f18\u5316\u56fa\u6001\u7535\u89e3\u8d28\u548c\u7535\u6781\u6750\u6599\u9009\u62e9\uff0c\u964d\u4f4e\u8d35\u91d1\u5c5e\u548c\u7a00\u6709\u91d1\u5c5e\u7528\u91cf\u3002 \n - \u6539\u8fdb\u5236\u9020\u5de5\u827a\uff0c\u63d0\u5347\u826f\u54c1\u7387\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u8bbe\u5907\u6210\u672c\u3002 \n - \u52a0\u5f3a\u754c\u9762\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u7b80\u5316\u5de5\u827a\u6d41\u7a0b\u3002 \n\n2. \u5bff\u547d\u63d0\u5347 \n - \u901a\u8fc7\u7cbe\u51c6\u7f3a\u9677\u63a7\u5236\u548c\u754c\u9762\u7a33\u5b9a\u6027\u4f18\u5316\uff0c\u51cf\u5c11\u6676\u754c\u88c2\u7eb9\u548c\u754c\u9762\u6742\u8d28\u76f8\uff0c\u63d0\u5347\u79bb\u5b50\u4f20\u8f93\u6548\u7387\u3002 \n - 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\u5f15\u5165\u7535\u6c60\u5de5\u4f5c\u73af\u5883\u7535\u5316\u5b66\u52bf\uff08\u7535\u6781\u7535\u4f4d\u3001\u7535\u573a\uff09\u5f71\u54cd\uff0c\u6a21\u62df\u754c\u9762\u81ea\u7531\u80fd\u53ca\u6269\u6563\u884c\u4e3a\uff0c\u63d0\u5347\u53c2\u6570\u7684\u5b9e\u9645\u9002\u7528\u6027\u3002 \n\n2. \u754c\u9762\u81ea\u7531\u80fd\u4e0e\u7a33\u5b9a\u6027 \n - \u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5206\u6790\u4e0d\u540c\u5145\u653e\u7535\u72b6\u6001\u4e0b\u754c\u9762\u80fd\u53d8\u5316\u53ca\u53cd\u5e94\u98ce\u9669\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u6a21\u62df\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u754c\u9762\u6742\u8d28\u76f8\uff09\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u53ca\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n\n3. \u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u4e0e\u5bff\u547d\u5f71\u54cd \n - \u8bc4\u4f30\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u7684\u9650\u5236\u53ca\u5176\u5bf9\u7535\u6c60\u5faa\u73af\u5bff\u547d\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \n - \u57fa\u4e8e\u70ed\u529b\u5b66\u5206\u6790\u63d0\u51fa\u4f18\u5316\u5de5\u827a\u548c\u8bbe\u8ba1\u5efa\u8bae\uff0c\u964d\u4f4e\u6210\u672c\u548c\u63d0\u5347\u5bff\u547d\u3002 \n\n\u56db\u3001\u7efc\u5408\u8bc4\u4f30\u4e0e\u4f18\u5316\u5efa\u8bae\n\n1. \u6210\u672c\u63a7\u5236 \n - \u4f18\u5316\u56fa\u6001\u7535\u89e3\u8d28\u548c\u7535\u6781\u6750\u6599\u9009\u62e9\uff0c\u964d\u4f4e\u8d35\u91d1\u5c5e\u548c\u7a00\u6709\u91d1\u5c5e\u7528\u91cf\u3002 \n - \u6539\u8fdb\u5236\u9020\u5de5\u827a\uff0c\u63d0\u5347\u826f\u54c1\u7387\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u8bbe\u5907\u6210\u672c\u3002 \n - \u52a0\u5f3a\u754c\u9762\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u7b80\u5316\u5de5\u827a\u6d41\u7a0b\u3002 \n\n2. \u5bff\u547d\u63d0\u5347 \n - \u901a\u8fc7\u7cbe\u51c6\u7f3a\u9677\u63a7\u5236\u548c\u754c\u9762\u7a33\u5b9a\u6027\u4f18\u5316\uff0c\u51cf\u5c11\u6676\u754c\u88c2\u7eb9\u548c\u754c\u9762\u6742\u8d28\u76f8\uff0c\u63d0\u5347\u79bb\u5b50\u4f20\u8f93\u6548\u7387\u3002 \n - \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\u52a8\u6001\u76d1\u6d4b\uff0c\u53ca\u65f6\u8c03\u6574\u5de5\u827a\u53c2\u6570\uff0c\u5ef6\u7f13\u5bff\u547d\u8870\u9000\u3002 \n - \u5229\u7528\u70ed\u529b\u5b66\u6a21\u62df\u6307\u5bfc\u6db2\u6001\u91d1\u5c5e\u5e94\u7528\uff0c\u4fdd\u969c\u754c\u9762\u7a33\u5b9a\u6027\u548c\u5faa\u73af\u6027\u80fd\u3002 \n\n3. \u672a\u6765\u5de5\u4f5c\u91cd\u70b9 \n - \u6301\u7eed\u6df1\u5316\u7f3a\u9677-\u5bff\u547d\u5173\u7cfb\u6a21\u578b\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n - \u5b8c\u5584\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u7535\u5316\u5b66\u73af\u5883\u5f00\u5c55\u591a\u5c3a\u5ea6\u6a21\u62df\u3002 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"ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5bf9\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u521d\u6b65\u5206\u6790\u65b9\u6848\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u201c\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\u201d\uff0c\u9488\u5bf9\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5bf9\u6210\u672c\u548c\u5bff\u547d\u7684\u5f71\u54cd\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u5206\u6790\u65b9\u6848\uff1a\n\n\u4e00\u3001\u5149\u7535\u8f6c\u6362\u673a\u5236\u5728\u56fa\u6001\u7535\u6c60\u6750\u6599\u4e2d\u7684\u4f5c\u7528\u673a\u7406\u5206\u6790 \n1. 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\u5206\u6790\u5149\u7167\u5bf9\u6750\u6599\u6676\u683c\u7f3a\u9677\uff08\u5982\u6676\u754c\u88c2\u7eb9\u3001\u754c\u9762\u6742\u8d28\u76f8\uff09\u7684\u751f\u6210\u6216\u949d\u5316\u6548\u5e94\uff0c\u8bc4\u4f30\u5176\u5bf9\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u548c\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n - \u7ed3\u5408\u5149\u81f4\u8f7d\u6d41\u5b50\u4e0e\u7f3a\u9677\u6001\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u63a2\u8ba8\u5149\u7167\u6761\u4ef6\u4e0b\u6750\u6599\u81ea\u4fee\u590d\u673a\u5236\u5bf9\u5bff\u547d\u7684\u6f5c\u5728\u8d21\u732e\u3002 \n\n3. \u5149\u7535\u8f6c\u6362\u5bf9\u6750\u6599\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8c03\u5236 \n - \u7814\u7a76\u5149\u6fc0\u53d1\u5bf9\u6db2\u6001\u91d1\u5c5e\u53ca\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\u53ca\u6269\u6563\u884c\u4e3a\u7684\u5f71\u54cd\uff0c\u8bc4\u4f30\u5149\u7167\u5bf9\u754c\u9762\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u98ce\u9669\u7684\u8c03\u63a7\u4f5c\u7528\u3002 \n\n\u4e8c\u3001\u5149\u7535\u8f6c\u6362\u673a\u5236\u5bf9\u6210\u672c\u5f71\u54cd\u7684\u5206\u6790\u8def\u5f84 \n1. \u5149\u6fc0\u53d1\u8f85\u52a9\u79bb\u5b50\u4f20\u5bfc\u964d\u4f4e\u6750\u6599\u539a\u5ea6\u9700\u6c42 \n - \u901a\u8fc7\u5149\u6fc0\u53d1\u63d0\u9ad8\u7535\u89e3\u8d28\u79bb\u5b50\u5bfc\u7535\u7387\uff0c\u53ef\u80fd\u5b9e\u73b0\u7535\u89e3\u8d28\u5c42\u539a\u5ea6\u51cf\u8584\uff0c\u964d\u4f4e\u6750\u6599\u7528\u91cf\u53ca\u5236\u5907\u5de5\u827a\u590d\u6742\u5ea6\uff0c\u8fdb\u800c\u964d\u4f4e\u6750\u6599\u548c\u5236\u9020\u6210\u672c\u3002 \n\n2. \u5149\u8bf1\u5bfc\u754c\u9762\u963b\u6297\u964d\u4f4e\u7b80\u5316\u5de5\u827a\u6d41\u7a0b \n - \u5229\u7528\u5149\u6fc0\u53d1\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u51cf\u5c11\u590d\u6742\u754c\u9762\u5de5\u7a0b\u9700\u6c42\uff0c\u964d\u4f4e\u5de5\u827a\u96be\u5ea6\u548c\u8bbe\u5907\u80fd\u8017\uff0c\u63d0\u5347\u826f\u54c1\u7387\u3002 \n\n3. \u5149\u9a71\u52a8\u7f3a\u9677\u4fee\u590d\u51cf\u5c11\u6750\u6599\u6d6a\u8d39 \n - \u5149\u8bf1\u5bfc\u7f3a\u9677\u949d\u5316\u6216\u4fee\u590d\u673a\u5236\u6709\u52a9\u4e8e\u5ef6\u957f\u6750\u6599\u4f7f\u7528\u5bff\u547d\uff0c\u964d\u4f4e\u56e0\u7f3a\u9677\u5bfc\u81f4\u7684\u65e9\u671f\u5931\u6548\u548c\u6750\u6599\u66ff\u6362\u9891\u7387\uff0c\u964d\u4f4e\u6574\u4f53\u4f7f\u7528\u6210\u672c\u3002 \n\n\u4e09\u3001\u5149\u7535\u8f6c\u6362\u673a\u5236\u5bf9\u5bff\u547d\u5f71\u54cd\u7684\u5206\u6790\u8def\u5f84 \n1. \u5149\u6fc0\u53d1\u4fc3\u8fdb\u754c\u9762\u7a33\u5b9a\u6027\u63d0\u5347 \n - \u5149\u8bf1\u5bfc\u8f7d\u6d41\u5b50\u8c03\u63a7\u754c\u9762\u5316\u5b66\u53cd\u5e94\u52a8\u529b\u5b66\uff0c\u6291\u5236\u754c\u9762\u6742\u8d28\u76f8\u751f\u6210\u53ca\u6676\u754c\u88c2\u7eb9\u6269\u5c55\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u6784\u7a33\u5b9a\u6027\uff0c\u5ef6\u957f\u7535\u6c60\u5faa\u73af\u5bff\u547d\u3002 \n\n2. \u5149\u7167\u6761\u4ef6\u4e0b\u7f3a\u9677\u6f14\u5316\u52a8\u6001\u76d1\u6d4b \n - \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u52a8\u6001\u76d1\u6d4b\u5149\u7167\u5bf9\u7f3a\u9677\u5bc6\u5ea6\u53ca\u7c7b\u578b\u7684\u5f71\u54cd\uff0c\u5efa\u7acb\u5149\u7167-\u7f3a\u9677-\u5bff\u547d\u7684\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\u3002 \n\n3. \u5149\u70ed\u8026\u5408\u6548\u5e94\u8c03\u8282\u6750\u6599\u70ed\u529b\u5b66\u53c2\u6570 \n - \u63a2\u8ba8\u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u70ed\u6548\u5e94\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\uff0c\u4f18\u5316\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\uff0c\u63d0\u5347\u5faa\u73af\u7a33\u5b9a\u6027\u3002 \n\n\u56db\u3001\u540e\u7eed\u7814\u7a76\u5efa\u8bae \n- \u8bbe\u8ba1\u5149\u7167\u8f85\u52a9\u56fa\u6001\u7535\u6c60\u6750\u6599\u5236\u5907\u53ca\u6d4b\u8bd5\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u5149\u7535\u8f6c\u6362\u5bf9\u79bb\u5b50\u4f20\u5bfc\u53ca\u754c\u9762\u963b\u6297\u7684\u5f71\u54cd\u3002 \n- \u5229\u7528\u5149\u8c31\u6280\u672f\uff08\u5982\u5149\u81f4\u53d1\u5149\u3001\u62c9\u66fc\u5149\u8c31\uff09\u7ed3\u5408\u7535\u5316\u5b66\u6d4b\u8bd5\uff0c\u89e3\u6790\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u4e0e\u7f3a\u9677\u7684\u76f8\u4e92\u4f5c\u7528\u673a\u5236\u3002 \n- \u5f00\u53d1\u591a\u5c3a\u5ea6\u6a21\u62df\u6a21\u578b\uff0c\u878d\u5408\u5149\u7535\u8f6c\u6362\u52a8\u529b\u5b66\u4e0e\u70ed\u529b\u5b66\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n\n\u603b\u7ed3\uff1a \n\u672c\u65b9\u6848\u4ece\u5149\u7535\u7269\u7406\u89d2\u5ea6\u51fa\u53d1\uff0c\u7cfb\u7edf\u5206\u6790\u4e86\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u5149\u7535\u8f6c\u6362\u673a\u5236\u53ca\u5176\u5bf9\u6210\u672c\u4e0e\u5bff\u547d\u7684\u6f5c\u5728\u5f71\u54cd\u8def\u5f84\uff0c\u65e8\u5728\u4e3a\u540e\u7eed\u5b9e\u9a8c\u9a8c\u8bc1\u548c\u591a\u5b66\u79d1\u534f\u540c\u4f18\u5316\u63d0\u4f9b\u7406\u8bba\u57fa\u7840\u548c\u6280\u672f\u65b9\u5411\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u6d4b\u5b9a\u5173\u952e\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u7684\u65b9\u6cd5\u548c\u6280\u672f\u8def\u7ebf\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u201c\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\u201d\u4e2d\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u5bf9\u6210\u672c\u53ca\u5bff\u547d\u7684\u5f71\u54cd\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u548c\u6280\u672f\u8def\u7ebf\uff0c\u65e8\u5728\u901a\u8fc7\u7cbe\u51c6\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\uff1a\n\n\u4e00\u3001\u5173\u952e\u6750\u6599\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u65b9\u6cd5\n\n1. \u6db2\u6001\u91d1\u5c5e\u53ca\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570 \n- \u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6\uff1a\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u53ca\u56fa\u6001\u7535\u89e3\u8d28\u5728\u4e0d\u540c\u7ec4\u6210\u548c\u63ba\u6742\u6761\u4ef6\u4e0b\u7684\u7194\u70b9\u3001\u76f8\u53d8\u6e29\u5ea6\uff0c\u786e\u5b9a\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u3002 \n- \u84b8\u6c14\u538b\u53ca\u6325\u53d1\u6027\uff1a\u5229\u7528\u70ed\u91cd\u5206\u6790\uff08TGA\uff09\u7ed3\u5408\u8d28\u8c31\uff08MS\uff09\u76d1\u6d4b\u6750\u6599\u52a0\u70ed\u8fc7\u7a0b\u4e2d\u7684\u6325\u53d1\u884c\u4e3a\uff0c\u8bc4\u4f30\u6750\u6599\u70ed\u7a33\u5b9a\u6027\u3002 \n- \u70ed\u5bb9\u53ca\u70ed\u5bfc\u7387\uff1a\u5e94\u7528\u6fc0\u5149\u95ea\u5149\u6cd5\uff08LFA\uff09\u6d4b\u5b9a\u70ed\u5bfc\u7387\uff0c\u91c7\u7528\u8109\u51b2\u52a0\u70ed\u6cd5\u6d4b\u5b9a\u6bd4\u70ed\u5bb9\uff0c\u7ed3\u5408\u70ed\u6269\u6563\u7cfb\u6570\u8ba1\u7b97\u70ed\u4f20\u5bfc\u6027\u80fd\uff0c\u6307\u5bfc\u5de5\u827a\u6e29\u5ea6\u63a7\u5236\u3002 \n- \u6269\u6563\u7cfb\u6570\uff1a\u901a\u8fc7\u9ad8\u6e29\u6269\u6563\u5b9e\u9a8c\uff08\u5982\u4e8c\u6b21\u79bb\u5b50\u8d28\u8c31SIMS\u6df1\u5ea6\u5256\u6790\uff09\u548c\u7535\u5316\u5b66\u6269\u6563\u6d4b\u8bd5\uff0c\u7ed3\u5408Arrhenius\u5173\u7cfb\u63d0\u53d6\u6269\u6563\u6fc0\u6d3b\u80fd\u53ca\u6269\u6563\u7cfb\u6570\uff0c\u8bc4\u4f30\u79bb\u5b50\u8fc1\u79fb\u80fd\u529b\u3002\n\n2. \u754c\u9762\u81ea\u7531\u80fd\u53ca\u7a33\u5b9a\u6027\u53c2\u6570 \n- \u5229\u7528\u63a5\u89e6\u89d2\u6d4b\u91cf\u7ed3\u5408Wilhelmy\u6cd5\u5b9a\u91cf\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u6da6\u6e7f\u6027\u3002 \n- \u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u6216\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u89c2\u5bdf\u754c\u9762\u5f62\u8c8c\u6f14\u53d8\uff0c\u95f4\u63a5\u63a8\u65ad\u754c\u9762\u80fd\u53d8\u5316\u3002 \n- \u901a\u8fc7\u70ed\u529b\u5b66\u8ba1\u7b97\uff08\u914d\u5408\u5b9e\u9a8c\u6570\u636e\uff09\u6821\u6b63\u754c\u9762\u81ea\u7531\u80fd\uff0c\u9a8c\u8bc1\u754c\u9762\u7a33\u5b9a\u6027\u6a21\u578b\u3002\n\n\u4e8c\u3001\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u53ca\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u6280\u672f\u8def\u7ebf\n\n1. \u6676\u7c92\u7ed3\u6784\u53ca\u6676\u754c\u7279\u5f81 \n- \u91c7\u7528\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\u83b7\u53d6\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u6676\u754c\u7c7b\u578b\u53ca\u53d6\u5411\u5173\u7cfb\uff0c\u5206\u6790\u6676\u754c\u5bf9\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u7684\u5f71\u54cd\u3002 \n- \u5229\u7528\u9ad8\u5206\u8fa8\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08HR-TEM\uff09\u89c2\u5bdf\u6676\u7c92\u5185\u90e8\u7f3a\u9677\uff08\u4f4d\u9519\u3001\u5b6a\u6676\uff09\u53ca\u754c\u9762\u7ed3\u6784\uff0c\u63ed\u793a\u7f3a\u9677\u5f62\u6210\u673a\u7406\u3002\n\n2. \u7f3a\u9677\u7c7b\u578b\u4e0e\u5206\u5e03 \n- \u901a\u8fc7\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u5236\u5907\u4ea4\u53c9\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u548c\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u5206\u6790\u754c\u9762\u88c2\u7eb9\u3001\u5b54\u6d1e\u53ca\u6742\u8d28\u76f8\u5206\u5e03\u3002 \n- \u5229\u7528\u62c9\u66fc\u5149\u8c31\u548cX\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u76d1\u6d4b\u6676\u683c\u7578\u53d8\u3001\u76f8\u53d8\u53ca\u7f3a\u9677\u8bf1\u5bfc\u7684\u7ed3\u6784\u53d8\u5316\uff0c\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5149\u8c31\u6280\u672f\u6df1\u5316\u7f3a\u9677\u8bc6\u522b\u3002\n\n3. \u7f3a\u9677\u5bf9\u7535\u5316\u5b66\u6027\u80fd\u7684\u5f71\u54cd\u5b9a\u91cf \n- \u5236\u5907\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\uff08\u8c03\u8282\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u542b\u91cf\u3001\u754c\u9762\u5904\u7406\u5de5\u827a\uff09\uff0c\u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u5206\u9891\u6bb5\u6d4b\u8bd5\uff0c\u533a\u5206\u9ad8\u9891\u6676\u754c\u963b\u6297\u3001\u4e2d\u4f4e\u9891\u754c\u9762\u963b\u6297\u8d21\u732e\u3002 \n- \u5229\u7528\u7b49\u6548\u7535\u8def\u6a21\u578b\u62df\u5408EIS\u6570\u636e\uff0c\u5b9a\u91cf\u63d0\u53d6\u7f3a\u9677\u5bf9\u754c\u9762\u963b\u6297\u7684\u5f71\u54cd\u53c2\u6570\uff0c\u52a8\u6001\u8ddf\u8e2a\u7f3a\u9677\u6f14\u5316\u5bf9\u5faa\u73af\u5bff\u547d\u7684\u5f71\u54cd\u3002\n\n\u4e09\u3001\u5b9e\u9a8c\u6280\u672f\u8def\u7ebf\u603b\u7ed3\n\n1. \u6750\u6599\u5236\u5907\uff1a\u8c03\u63a7\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u53ca\u754c\u9762\u5904\u7406\uff0c\u5236\u5907\u7cfb\u5217\u6837\u54c1\uff0c\u8986\u76d6\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u72b6\u6001\u3002 \n2. \u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff1aDSC\u3001TGA-MS\u3001LFA\u3001SIMS\u7b49\u591a\u624b\u6bb5\u8054\u5408\u6d4b\u5b9a\uff0c\u5efa\u7acb\u70ed\u529b\u5b66\u6570\u636e\u5e93\u3002 \n3. \u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff1aFIB-SEM/TEM\u3001EBSD\u3001\u62c9\u66fc\u3001XRD\u7b49\u591a\u6280\u672f\u8054\u5408\u8868\u5f81\uff0c\u5b9a\u91cf\u7f3a\u9677\u7279\u5f81\u3002 \n4. \u7535\u5316\u5b66\u6027\u80fd\u5173\u8054\uff1aEIS\u7ed3\u5408\u7b49\u6548\u7535\u8def\u6a21\u578b\uff0c\u5b9a\u91cf\u5206\u6790\u7f3a\u9677\u5bf9\u754c\u9762\u963b\u6297\u53ca\u5bff\u547d\u7684\u5f71\u54cd\u3002 \n5. \u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u6784\u5efa\uff1a\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u5efa\u7acb\u7f3a\u9677-\u70ed\u529b\u5b66-\u5bff\u547d\u591a\u53d8\u91cf\u5173\u7cfb\u6a21\u578b\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002\n\n\u901a\u8fc7\u4e0a\u8ff0\u5b9e\u9a8c\u624b\u6bb5\u548c\u6280\u672f\u8def\u7ebf\uff0c\u80fd\u591f\u7cfb\u7edf\u6d4b\u5b9a\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u4e3a\u964d\u4f4e\u6210\u672c\u3001\u63d0\u5347\u5bff\u547d\u63d0\u4f9b\u7cbe\u51c6\u7684\u5b9e\u9a8c\u6570\u636e\u652f\u6491\u548c\u79d1\u5b66\u4f9d\u636e\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u6d4b\u5b9a\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u63d0\u51fa\u5173\u952e\u6750\u6599\u6027\u80fd\u4f18\u5316\u7684\u5149\u7535\u7269\u7406\u8c03\u63a7\u7b56\u7565\uff0c\u65e8\u5728\u964d\u4f4e\u6210\u672c\u5e76\u5ef6\u957f\u5bff\u547d\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u7cbe\u51c6\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u65b9\u6848\uff0c\u6211\u4ece\u5149\u7535\u7269\u7406\u89d2\u5ea6\u63d0\u51fa\u4ee5\u4e0b\u5173\u952e\u6750\u6599\u6027\u80fd\u4f18\u5316\u8c03\u63a7\u7b56\u7565\uff0c\u65e8\u5728\u901a\u8fc7\u5149\u7535\u8f6c\u6362\u673a\u5236\u534f\u540c\u6750\u6599\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\uff0c\u964d\u4f4e\u56fa\u6001\u7535\u6c60\u6210\u672c\u5e76\u5ef6\u957f\u5bff\u547d\uff1a\n\n\u4e00\u3001\u5149\u6fc0\u53d1\u8f85\u52a9\u79bb\u5b50\u4f20\u5bfc\u4e0e\u754c\u9762\u963b\u6297\u964d\u4f4e\u7b56\u7565 \n1. \u5229\u7528\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u63d0\u5347\u56fa\u6001\u7535\u89e3\u8d28\u4e2d\u79bb\u5b50\u8fc1\u79fb\u7387 \n- \u901a\u8fc7\u8bbe\u8ba1\u5408\u9002\u7684\u5149\u654f\u63ba\u6742\u5242\u6216\u5149\u6d3b\u6027\u7eb3\u7c73\u76f8\uff0c\u5b9e\u73b0\u5149\u7167\u4e0b\u7535\u5b50\u6fc0\u53d1\u4fc3\u8fdb\u79bb\u5b50\u8fc1\u79fb\u901a\u9053\u7684\u5f62\u6210\uff0c\u964d\u4f4e\u56fa\u6001\u7535\u89e3\u8d28\u7684\u79bb\u5b50\u8fc1\u79fb\u80fd\u5792\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u6d4b\u5b9a\u7684\u6269\u6563\u7cfb\u6570\u548c\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4f18\u5316\u63ba\u6742\u6d53\u5ea6\u548c\u5149\u7167\u5f3a\u5ea6\uff0c\u5b9e\u73b0\u79bb\u5b50\u5bfc\u7535\u7387\u63d0\u5347\uff0c\u51cf\u5c11\u7535\u89e3\u8d28\u5c42\u539a\u5ea6\uff0c\u964d\u4f4e\u6750\u6599\u7528\u91cf\u548c\u6210\u672c\u3002 \n\n2. \u5149\u8bf1\u5bfc\u754c\u9762\u7535\u8377\u8f6c\u79fb\u589e\u5f3a\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297 \n- 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\u7ed3\u5408\u9ad8\u6e29AFM/SEM\u754c\u9762\u5f62\u8c8c\u6f14\u53d8\u5b9e\u9a8c\uff0c\u4f18\u5316\u5149\u70ed\u8026\u5408\u5de5\u827a\u7a97\u53e3\uff0c\u63d0\u5347\u6750\u6599\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff0c\u51cf\u5c11\u5bff\u547d\u8870\u9000\u3002 \n\n\u4e09\u3001\u5149\u8c03\u63a7\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5de5\u827a\u6e29\u5ea6\u4f18\u5316 \n1. \u5149\u6fc0\u53d1\u8c03\u8282\u6db2\u6001\u91d1\u5c5e\u4e0e\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd \n- \u901a\u8fc7\u5149\u7167\u6539\u53d8\u754c\u9762\u7535\u5b50\u7ed3\u6784\u548c\u7535\u5316\u5b66\u52bf\uff0c\u964d\u4f4e\u754c\u9762\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u754c\u9762\u6da6\u6e7f\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u51cf\u5c11\u754c\u9762\u53cd\u5e94\u98ce\u9669\u3002 \n- \u7ed3\u5408DFT\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u6307\u5bfc\u6750\u6599\u914d\u6bd4\u4e0e\u5149\u7167\u6761\u4ef6\u5339\u914d\uff0c\u5b9e\u73b0\u754c\u9762\u7a33\u5b9a\u6027\u6700\u5927\u5316\u3002 \n\n2. 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\u5f15\u5165\u6e29\u5ea6\u4f20\u611f\u5fae\u63a2\u9488\u548c\u9ad8\u5206\u8fa8\u754c\u9762\u5f62\u8c8c\u539f\u4f4d\u76d1\u6d4b\uff08\u9ad8\u6e29AFM/SEM\uff09\uff0c\u5b9e\u65f6\u53cd\u9988\u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\uff0c\u9632\u6b62\u8fc7\u70ed\u5bfc\u81f4\u7ed3\u6784\u9000\u5316\u3002 \n- \u4f18\u5316\u5149\u7167\u53c2\u6570\u548c\u6837\u54c1\u6563\u70ed\u8bbe\u8ba1\uff0c\u5efa\u7acb\u5149\u70ed\u8026\u5408\u6548\u5e94\u9608\u503c\u6a21\u578b\uff0c\u786e\u4fdd\u5149\u70ed\u8c03\u63a7\u5728\u5b89\u5168\u7a97\u53e3\u5185\uff0c\u6709\u6548\u4fc3\u8fdb\u6676\u7c92\u751f\u957f\u53ca\u754c\u9762\u5e94\u529b\u91ca\u653e\u3002 \n\n\u4e09\u3001\u5149\u8c03\u63a7\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5de5\u827a\u6e29\u5ea6\u4f18\u5316 \n1. \u5149\u6fc0\u53d1\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u7684\u8c03\u8282\u673a\u5236\u6df1\u5316 \n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u548c\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\uff0c\u7cfb\u7edf\u7814\u7a76\u5149\u6fc0\u53d1\u72b6\u6001\u4e0b\u754c\u9762\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u53ca\u7535\u5316\u5b66\u52bf\u8c03\u5236\uff0c\u91cf\u5316\u754c\u9762\u81ea\u7531\u80fd\u964d\u4f4e\u5e45\u5ea6\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5b9a\u7684\u754c\u9762\u6da6\u6e7f\u6027\u548c\u754c\u9762\u7a33\u5b9a\u6027\u53c2\u6570\uff0c\u6307\u5bfc\u6750\u6599\u914d\u6bd4\u548c\u5149\u7167\u6761\u4ef6\u7684\u5339\u914d\uff0c\u5b9e\u73b0\u754c\u9762\u53cd\u5e94\u98ce\u9669\u6700\u5c0f\u5316\u3002 \n\n2. \u5149\u8f85\u52a9\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u7684\u52a8\u6001\u62d3\u5bbd \n- \u8bbe\u8ba1\u5149\u7167\u8f85\u52a9\u70e7\u7ed3\u5de5\u827a\uff0c\u5229\u7528\u5149\u6fc0\u53d1\u964d\u4f4e\u6750\u6599\u7194\u70b9\u548c\u76f8\u53d8\u6e29\u5ea6\uff0c\u7f29\u77ed\u9ad8\u6e29\u5904\u7406\u65f6\u95f4\uff0c\u51cf\u5c11\u80fd\u8017\u53ca\u8bbe\u5907\u8d1f\u8377\u3002 \n- \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u548c\u6269\u6563\u884c\u4e3a\u5b9e\u9a8c\uff0c\u5efa\u7acb\u5149\u8f85\u52a9\u5de5\u827a\u6e29\u5ea6\u52a8\u6001\u8c03\u8282\u6a21\u578b\uff0c\u4f18\u5316\u70e7\u7ed3\u66f2\u7ebf\uff0c\u63d0\u5347\u826f\u54c1\u7387\u548c\u6750\u6599\u6027\u80fd\u4e00\u81f4\u6027\u3002 \n\n\u56db\u3001\u5149\u7535\u7269\u7406\u4e0e\u5b9e\u9a8c\u6570\u636e\u878d\u5408\u7684\u95ed\u73af\u4f18\u5316\u4f53\u7cfb \n1. \u591a\u5c3a\u5ea6\u8026\u5408\u5206\u6790\u6a21\u578b\u5b8c\u5584 \n- \u6784\u5efa\u5149\u6fc0\u53d1\u52a8\u529b\u5b66-\u7f3a\u9677\u6f14\u5316-\u70ed\u529b\u5b66\u53c2\u6570-\u7535\u5316\u5b66\u6027\u80fd\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u578b\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5b9e\u73b0\u6750\u6599\u6027\u80fd\u9884\u6d4b\u4e0e\u5de5\u827a\u53c2\u6570\u667a\u80fd\u4f18\u5316\u3002 \n- \u6a21\u578b\u8f93\u5165\u6db5\u76d6\u5149\u8c31\u6570\u636e\uff08PL\u3001\u62c9\u66fc\uff09\u3001\u70ed\u529b\u5b66\u6d4b\u5b9a\u503c\uff08DSC\u3001TGA\u3001LFA\uff09\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\uff08EBSD\u3001TEM\uff09\u3001\u52a8\u6001EIS\u6570\u636e\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002 \n\n2. \u5149\u8f85\u52a9\u5236\u5907\u4e0e\u5728\u7ebf\u76d1\u6d4b\u6280\u672f\u96c6\u6210 \n- \u5f00\u53d1\u96c6\u6210\u5149\u8c31\u76d1\u6d4b\u4e0e\u7535\u5316\u5b66\u6d4b\u8bd5\u7684\u5728\u7ebf\u5e73\u53f0\uff0c\u5b9e\u73b0\u5236\u5907\u8fc7\u7a0b\u4e2d\u7684\u7f3a\u9677\u52a8\u6001\u76d1\u63a7\u548c\u754c\u9762\u72b6\u6001\u5b9e\u65f6\u53cd\u9988\uff0c\u5feb\u901f\u54cd\u5e94\u5de5\u827a\u8c03\u6574\u9700\u6c42\u3002 \n- \u63a8\u52a8\u5149\u7535\u8c03\u63a7\u4e0e\u6750\u6599\u5236\u5907\u5de5\u827a\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5236\u5907\u6548\u7387\u548c\u4ea7\u54c1\u4e00\u81f4\u6027\uff0c\u964d\u4f4e\u751f\u4ea7\u6210\u672c\u3002 \n\n\u603b\u7ed3\uff1a \n\u672c\u4f18\u5316\u65b9\u6848\u5728\u539f\u6709\u5149\u7535\u8c03\u63a7\u7b56\u7565\u57fa\u7840\u4e0a\uff0c\u5f3a\u5316\u4e86\u5149\u654f\u63ba\u6742\u5242\u8bbe\u8ba1\u7684\u7cfb\u7edf\u6027\uff0c\u7ec6\u5316\u4e86\u5149\u7167\u53c2\u6570\u4e0e\u5149\u70ed\u8026\u5408\u6548\u5e94\u7684\u63a7\u5236\uff0c\u6df1\u5316\u4e86\u5149\u6fc0\u53d1\u5bf9\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8c03\u8282\u673a\u5236\uff0c\u5e76\u5b8c\u5584\u4e86\u591a\u5c3a\u5ea6\u8026\u5408\u5206\u6790\u6a21\u578b\uff0c\u6784\u5efa\u4e86\u66f4\u4e3a\u5b9e\u7528\u4e14\u79d1\u5b66\u4e25\u8c28\u7684\u5149\u7535\u7269\u7406\u4e0e\u5b9e\u9a8c\u6570\u636e\u878d\u5408\u95ed\u73af\u4f53\u7cfb\u3002\u901a\u8fc7\u7cbe\u51c6\u7684\u5149\u7535\u8c03\u63a7\u4e0e\u5b9e\u9a8c\u9a8c\u8bc1\u534f\u540c\uff0c\u63a8\u52a8\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u6027\u80fd\u7684\u663e\u8457\u63d0\u5347\uff0c\u5b9e\u73b0\u6210\u672c\u964d\u4f4e\u548c\u5bff\u547d\u5ef6\u957f\u7684\u53cc\u91cd\u76ee\u6807\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5206\u6790\u4e0e\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5f62\u6210\u5173\u4e8e\u5173\u952e\u6750\u6599\u5c5e\u6027\u53ca\u5176\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u57fa\u4e8e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u56f4\u7ed5\u201c\u6210\u672c\u4e0e\u5bff\u547d\u73b0\u72b6\u62a5\u544a\u201d\u5f00\u5c55\u7684\u6df1\u5165\u5206\u6790\u53ca\u5b9e\u9a8c\u65b9\u6848\u8bbe\u8ba1\uff0c\u73b0\u5c06\u5173\u952e\u6750\u6599\u5c5e\u6027\u53ca\u5176\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u5f71\u54cd\u7684\u7efc\u5408\u5206\u6790\u6574\u7406\u5982\u4e0b\u3002\u8be5\u62a5\u544a\u878d\u5408\u4e86\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u3001\u7535\u5316\u5b66\u6027\u80fd\u5173\u8054\u4ee5\u53ca\u5149\u7535\u8c03\u63a7\u7b56\u7565\u4f18\u5316\u7684\u591a\u5b66\u79d1\u6210\u679c\uff0c\u4e3a\u56fa\u6001\u7535\u6c60\u6750\u6599\u8bbe\u8ba1\u548c\u5de5\u827a\u6539\u8fdb\u63d0\u4f9b\u4e86\u79d1\u5b66\u4f9d\u636e\u548c\u6280\u672f\u8def\u5f84\u3002\n\n---\n\n## \u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\n\n### \u4e00\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u6982\u8ff0\n\n1. **\u56fa\u6001\u7535\u89e3\u8d28\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570** \n - \u7194\u70b9\u3001\u76f8\u53d8\u6e29\u5ea6\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bb9\u548c\u70ed\u5bfc\u7387\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u76f4\u63a5\u5f71\u54cd\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u548c\u6750\u6599\u7a33\u5b9a\u6027\u3002 \n - \u6269\u6563\u7cfb\u6570\u53cd\u6620\u79bb\u5b50\u8fc1\u79fb\u80fd\u529b\uff0c\u662f\u51b3\u5b9a\u7535\u89e3\u8d28\u79bb\u5b50\u5bfc\u7535\u7387\u548c\u754c\u9762\u4f20\u8f93\u6548\u7387\u7684\u91cd\u8981\u6307\u6807\u3002 \n - \u754c\u9762\u81ea\u7531\u80fd\u53ca\u6da6\u6e7f\u6027\u51b3\u5b9a\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7684\u7a33\u5b9a\u6027\u548c\u53cd\u5e94\u98ce\u9669\u3002\n\n2. **\u5fae\u89c2\u7ed3\u6784\u4e0e\u7f3a\u9677\u7279\u5f81** \n - \u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u7c7b\u578b\u53ca\u6676\u754c\u7f3a\u9677\uff08\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u662f\u5f71\u54cd\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u8fde\u7eed\u6027\u548c\u754c\u9762\u963b\u6297\u7684\u6838\u5fc3\u56e0\u7d20\u3002 \n - \u7f3a\u9677\u5bc6\u5ea6\u548c\u5206\u5e03\u901a\u8fc7\u8c03\u63a7\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u542b\u91cf\u53ca\u754c\u9762\u5904\u7406\u5de5\u827a\u53ef\u5b9e\u73b0\u7cbe\u7ec6\u8c03\u8282\u3002 \n - \u7f3a\u9677\u8bf1\u5bfc\u7684\u754c\u9762\u963b\u6297\u589e\u52a0\u662f\u7535\u6c60\u5bff\u547d\u8870\u9000\u7684\u4e3b\u8981\u7269\u7406\u673a\u5236\u3002\n\n3. **\u5149\u654f\u63ba\u6742\u5242\u53ca\u5149\u7535\u6027\u80fd** \n - \u5149\u654f\u63ba\u6742\u5242\u7684\u8bbe\u8ba1\u5f71\u54cd\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u7684\u5bff\u547d\u548c\u8fc1\u79fb\u7387\uff0c\u8fdb\u800c\u8c03\u63a7\u79bb\u5b50\u8fc1\u79fb\u80fd\u5792\u548c\u754c\u9762\u7535\u8377\u8f6c\u79fb\u52a8\u529b\u5b66\u3002 \n - \u5149\u6fc0\u53d1\u6761\u4ef6\uff08\u6ce2\u957f\u3001\u5f3a\u5ea6\u3001\u8109\u51b2\u6a21\u5f0f\uff09\u5bf9\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u53c2\u6570\u4ea7\u751f\u8c03\u8282\u4f5c\u7528\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u5bf9\u6210\u672c\u7684\u5f71\u54cd\u5206\u6790\n\n1. **\u6750\u6599\u7528\u91cf\u4e0e\u7eaf\u5ea6\u8981\u6c42** \n - \u901a\u8fc7\u5149\u6fc0\u53d1\u8f85\u52a9\u79bb\u5b50\u4f20\u5bfc\u63d0\u5347\u79bb\u5b50\u5bfc\u7535\u7387\uff0c\u80fd\u591f\u5b9e\u73b0\u7535\u89e3\u8d28\u5c42\u539a\u5ea6\u51cf\u8584\uff0c\u51cf\u5c11\u6750\u6599\u7528\u91cf\uff0c\u964d\u4f4e\u6750\u6599\u6210\u672c\u3002 \n - \u5149\u9a71\u52a8\u7f3a\u9677\u949d\u5316\u51cf\u5c11\u6750\u6599\u65e9\u671f\u5931\u6548\uff0c\u964d\u4f4e\u66ff\u6362\u9891\u7387\uff0c\u964d\u4f4e\u4f7f\u7528\u6210\u672c\u3002\n\n2. **\u5236\u9020\u5de5\u827a\u590d\u6742\u5ea6\u4e0e\u80fd\u8017** \n - \u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5149\u8f85\u52a9\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\uff0c\u964d\u4f4e\u9ad8\u6e29\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\uff0c\u8282\u7ea6\u80fd\u8017\u548c\u8bbe\u5907\u6295\u8d44\u3002 \n - \u5229\u7528\u5149\u6fc0\u53d1\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u7b80\u5316\u754c\u9762\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u964d\u4f4e\u5de5\u827a\u96be\u5ea6\u53ca\u826f\u54c1\u7387\u63d0\u5347\u3002\n\n3. **\u5c01\u88c5\u4e0e\u96c6\u6210\u6210\u672c** \n - \u63d0\u5347\u754c\u9762\u7a33\u5b9a\u6027\u51cf\u5c11\u754c\u9762\u88c2\u7eb9\u548c\u6742\u8d28\u76f8\u751f\u6210\uff0c\u964d\u4f4e\u5c01\u88c5\u6750\u6599\u548c\u5de5\u827a\u7684\u590d\u6742\u5ea6\u53ca\u6210\u672c\u3002\n\n---\n\n### \u4e09\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\u5206\u6790\n\n1. **\u7f3a\u9677\u63a7\u5236\u4e0e\u754c\u9762\u7a33\u5b9a\u6027** \n - \u7cbe\u51c6\u8c03\u63a7\u6676\u7c92\u7ed3\u6784\u548c\u7f3a\u9677\u5bc6\u5ea6\uff0c\u51cf\u5c11\u6676\u754c\u88c2\u7eb9\u548c\u754c\u9762\u6742\u8d28\u76f8\uff0c\u63d0\u5347\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u7684\u8fde\u7eed\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n - \u5149\u81f4\u8f7d\u6d41\u5b50\u4fc3\u8fdb\u7f3a\u9677\u949d\u5316\u4e0e\u81ea\u4fee\u590d\uff0c\u5ef6\u7f13\u7f3a\u9677\u6f14\u5316\uff0c\u5ef6\u957f\u5faa\u73af\u5bff\u547d\u3002\n\n2. **\u754c\u9762\u963b\u6297\u52a8\u6001\u8c03\u8282** \n - \u5149\u7167\u6761\u4ef6\u4e0b\u5b9e\u65f6\u76d1\u6d4bEIS\u6570\u636e\uff0c\u52a8\u6001\u8c03\u6574\u5de5\u827a\u53c2\u6570\uff0c\u53ca\u65f6\u6291\u5236\u754c\u9762\u963b\u6297\u589e\u957f\uff0c\u5ef6\u7f13\u5bff\u547d\u8870\u9000\u3002 \n - \u5149\u6fc0\u53d1\u8c03\u8282\u754c\u9762\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u754c\u9762\u6da6\u6e7f\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u51cf\u5c11\u754c\u9762\u53cd\u5e94\u98ce\u9669\u3002\n\n3. **\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5de5\u827a\u6e29\u5ea6\u5339\u914d** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u6d4b\u5b9a\u548c\u5149\u8f85\u52a9\u5de5\u827a\uff0c\u4f18\u5316\u70e7\u7ed3\u66f2\u7ebf\u548c\u6e29\u5ea6\u63a7\u5236\uff0c\u907f\u514d\u70ed\u5e94\u529b\u8bf1\u53d1\u7f3a\u9677\u4ea7\u751f\uff0c\u4fdd\u969c\u6750\u6599\u7ed3\u6784\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6280\u672f\u878d\u5408\u7684\u4f18\u5316\u8def\u5f84\n\n1. **\u591a\u6280\u672f\u8054\u5408\u8868\u5f81** \n - \u91c7\u7528DSC\u3001TGA-MS\u3001LFA\u3001SIMS\u7b49\u6d4b\u5b9a\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u7ed3\u5408EBSD\u3001FIB-SEM/TEM\u3001\u62c9\u66fc\u3001XRD\u7b49\u6280\u672f\u5b9a\u91cf\u5206\u6790\u5fae\u89c2\u7ed3\u6784\u548c\u7f3a\u9677\u3002 \n - \u52a8\u6001EIS\u7ed3\u5408\u5149\u8c31\u6280\u672f\uff08\u5149\u81f4\u53d1\u5149\u3001\u62c9\u66fc\uff09\u5b9e\u73b0\u7f3a\u9677\u4e0e\u754c\u9762\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u6d4b\u3002\n\n2. **\u5149\u7535\u8c03\u63a7\u7b56\u7565\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u4e0e\u4f18\u5316** \n - \u8bbe\u8ba1\u5149\u654f\u63ba\u6742\u5242\u548c\u591a\u7ea7\u5149\u7167\u65b9\u6848\uff0c\u7cfb\u7edf\u8bc4\u4f30\u5149\u6fc0\u53d1\u5bf9\u79bb\u5b50\u8fc1\u79fb\u548c\u754c\u9762\u963b\u6297\u7684\u5f71\u54cd\u3002 \n - \u63a7\u5236\u5149\u70ed\u8026\u5408\u6548\u5e94\uff0c\u9632\u6b62\u5c40\u90e8\u8fc7\u70ed\uff0c\u5229\u7528\u9ad8\u6e29AFM/SEM\u76d1\u6d4b\u754c\u9762\u5f62\u8c8c\u6f14\u53d8\u3002 \n - \u5229\u7528DFT\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6df1\u5316\u5149\u6fc0\u53d1\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u7684\u8c03\u8282\u673a\u5236\u3002\n\n3. **\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u578b\u6784\u5efa** \n - \u6784\u5efa\u6db5\u76d6\u5149\u6fc0\u53d1\u52a8\u529b\u5b66\u3001\u7f3a\u9677\u6f14\u5316\u3001\u70ed\u529b\u5b66\u53c2\u6570\u548c\u7535\u5316\u5b66\u6027\u80fd\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u578b\u3002 \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u5b9e\u73b0\u6750\u6599\u6027\u80fd\u9884\u6d4b\u548c\u5de5\u827a\u53c2\u6570\u667a\u80fd\u4f18\u5316\uff0c\u6307\u5bfc\u6750\u6599\u8bbe\u8ba1\u4e0e\u5236\u5907\u5de5\u827a\u3002\n\n4. **\u5728\u7ebf\u76d1\u6d4b\u4e0e\u95ed\u73af\u4f18\u5316\u4f53\u7cfb** \n - \u5f00\u53d1\u96c6\u6210\u5149\u8c31\u4e0e\u7535\u5316\u5b66\u6d4b\u8bd5\u7684\u5728\u7ebf\u76d1\u6d4b\u5e73\u53f0\uff0c\u5b9e\u73b0\u5236\u5907\u8fc7\u7a0b\u4e2d\u7684\u52a8\u6001\u7f3a\u9677\u63a7\u5236\u548c\u754c\u9762\u72b6\u6001\u53cd\u9988\u3002 \n - \u63a8\u52a8\u5149\u7535\u8c03\u63a7\u4e0e\u6750\u6599\u5236\u5907\u5de5\u827a\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u826f\u54c1\u7387\uff0c\u964d\u4f4e\u751f\u4ea7\u6210\u672c\u3002\n\n---\n\n### \u4e94\u3001\u7efc\u5408\u7ed3\u8bba\u4e0e\u5efa\u8bae\n\n- **\u6838\u5fc3\u74f6\u9888**\uff1a\u754c\u9762\u7f3a\u9677\u8bf1\u5bfc\u7684\u963b\u6297\u589e\u52a0\u548c\u6750\u6599\u70ed\u529b\u5b66\u4e0d\u7a33\u5b9a\u6027\u662f\u56fa\u6001\u7535\u6c60\u5bff\u547d\u548c\u6210\u672c\u63d0\u5347\u7684\u5173\u952e\u9650\u5236\u56e0\u7d20\u3002 \n- **\u4f18\u5316\u65b9\u5411**\uff1a\u901a\u8fc7\u7cbe\u51c6\u7f3a\u9677\u63a7\u5236\u3001\u5149\u7535\u8c03\u63a7\u8f7d\u6d41\u5b50\u884c\u4e3a\u3001\u70ed\u529b\u5b66\u53c2\u6570\u4f18\u5316\u53ca\u5de5\u827a\u6e29\u5ea6\u52a8\u6001\u8c03\u8282\uff0c\u80fd\u591f\u6709\u6548\u964d\u4f4e\u6750\u6599\u7528\u91cf\u3001\u7b80\u5316\u5236\u9020\u5de5\u827a\u3001\u63d0\u5347\u754c\u9762\u7a33\u5b9a\u6027\uff0c\u4ece\u800c\u5b9e\u73b0\u6210\u672c\u964d\u4f4e\u548c\u5bff\u547d\u5ef6\u957f\u3002 \n- **\u672a\u6765\u91cd\u70b9**\uff1a\u6301\u7eed\u5b8c\u5584\u7f3a\u9677-\u5bff\u547d\u5173\u7cfb\u6a21\u578b\uff0c\u6df1\u5316\u5149\u7535\u8c03\u63a7\u673a\u5236\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u6784\u5efa\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u4e0e\u5728\u7ebf\u76d1\u6d4b\u95ed\u73af\u4f53\u7cfb\uff0c\u4fc3\u8fdb\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u4ea7\u4e1a\u5316\u5e94\u7528\u3002\n\n---\n\n\u6b64\u7efc\u5408\u5206\u6790\u62a5\u544a\u4e3a\u56fa\u6001\u7535\u6c60\u5173\u952e\u6750\u6599\u7684\u8bbe\u8ba1\u3001\u5236\u5907\u53ca\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u6307\u5bfc\u548c\u6280\u672f\u652f\u6491\uff0c\u52a9\u529b\u5b9e\u73b0\u6210\u672c\u4e0e\u5bff\u547d\u7684\u53cc\u91cd\u7a81\u7834\u3002\n\n```\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\n\u4e00\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u6982\u8ff0\n1. \u56fa\u6001\u7535\u89e3\u8d28\u6750\u6599\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u7194\u70b9\u3001\u76f8\u53d8\u6e29\u5ea6\u3001\u84b8\u6c14\u538b\u3001\u70ed\u5bb9\u3001\u70ed\u5bfc\u7387\u3001\u6269\u6563\u7cfb\u6570\uff09\u51b3\u5b9a\u5236\u9020\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\u548c\u6750\u6599\u7a33\u5b9a\u6027\uff0c\u5f71\u54cd\u79bb\u5b50\u5bfc\u7535\u7387\u548c\u754c\u9762\u4f20\u8f93\u6548\u7387\u3002\n2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u7c92\u5c3a\u5bf8\u3001\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u5bf9\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\u548c\u754c\u9762\u963b\u6297\u5f71\u54cd\u663e\u8457\uff0c\u7f3a\u9677\u5bc6\u5ea6\u901a\u8fc7\u70e7\u7ed3\u6e29\u5ea6\u3001\u63ba\u6742\u5242\u53ca\u754c\u9762\u5904\u7406\u8c03\u63a7\u3002\n3. \u5149\u654f\u63ba\u6742\u5242\u53ca\u5149\u7535\u6027\u80fd\u8c03\u63a7\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u8fc1\u79fb\u7387\uff0c\u5f71\u54cd\u79bb\u5b50\u8fc1\u79fb\u80fd\u5792\u548c\u754c\u9762\u7535\u8377\u8f6c\u79fb\u52a8\u529b\u5b66\u3002\n\n\u4e8c\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u5bf9\u6210\u672c\u7684\u5f71\u54cd\n1. \u5149\u6fc0\u53d1\u63d0\u5347\u79bb\u5b50\u5bfc\u7535\u7387\uff0c\u51cf\u8584\u7535\u89e3\u8d28\u5c42\u539a\u5ea6\uff0c\u964d\u4f4e\u6750\u6599\u7528\u91cf\u548c\u6210\u672c\u3002\n2. \u5149\u9a71\u52a8\u7f3a\u9677\u949d\u5316\u51cf\u5c11\u6750\u6599\u65e9\u671f\u5931\u6548\uff0c\u964d\u4f4e\u4f7f\u7528\u53ca\u66ff\u6362\u6210\u672c\u3002\n3. \u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5149\u8f85\u52a9\u5de5\u827a\u964d\u4f4e\u9ad8\u6e29\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\uff0c\u8282\u7ea6\u80fd\u8017\u548c\u8bbe\u5907\u6295\u8d44\u3002\n4. \u5149\u6fc0\u53d1\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u7b80\u5316\u754c\u9762\u5de5\u7a0b\uff0c\u964d\u4f4e\u5236\u9020\u5de5\u827a\u96be\u5ea6\u548c\u6210\u672c\u3002\n\n\u4e09\u3001\u5173\u952e\u6750\u6599\u5c5e\u6027\u5bf9\u5bff\u547d\u7684\u5f71\u54cd\n1. \u7cbe\u51c6\u7f3a\u9677\u63a7\u5236\u51cf\u5c11\u6676\u754c\u88c2\u7eb9\u548c\u6742\u8d28\u76f8\uff0c\u63d0\u5347\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\u548c\u7a33\u5b9a\u6027\u3002\n2. \u5149\u81f4\u8f7d\u6d41\u5b50\u4fc3\u8fdb\u7f3a\u9677\u949d\u5316\u548c\u81ea\u4fee\u590d\uff0c\u5ef6\u7f13\u7f3a\u9677\u6f14\u5316\uff0c\u5ef6\u957f\u5faa\u73af\u5bff\u547d\u3002\n3. \u5149\u7167\u52a8\u6001\u8c03\u8282\u754c\u9762\u963b\u6297\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u4f18\u5316\u5de5\u827a\u6e29\u5ea6\uff0c\u9632\u6b62\u70ed\u5e94\u529b\u8bf1\u53d1\u7f3a\u9677\u3002\n\n\u56db\u3001\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6280\u672f\u878d\u5408\u4f18\u5316\u8def\u5f84\n1. 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\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\n\u57fa\u4e8e\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u8bbe\u8ba1\u601d\u8def\u4f18\u5316\u6982\u8ff0 \n\u5728\u539f\u6709\u5229\u7528\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u77f3\u58a8\u70ef\u53ca\u63ba\u6742\u77f3\u58a8\u70ef\uff09\u4f5c\u4e3a\u754c\u9762\u4fee\u9970\u5c42\u548c\u5149\u654f\u63ba\u6742\u5242\uff0c\u901a\u8fc7\u5149\u6fc0\u53d1\u8c03\u63a7\u754c\u9762\u7f3a\u9677\u548c\u79bb\u5b50\u4f20\u5bfc\u8def\u5f84\u7684\u57fa\u7840\u4e0a\uff0c\u91cd\u70b9\u5f3a\u5316\u4ee5\u4e0b\u4e24\u65b9\u9762\uff1a \n1. \u5149\u654f\u63ba\u6742\u5242\u7684\u5747\u5300\u6027\u548c\u7a33\u5b9a\u6027\u63a7\u5236\uff0c\u786e\u4fdd\u754c\u9762\u7f3a\u9677\u949d\u5316\u6548\u679c\u4e00\u81f4\u4e14\u6301\u4e45\u3002 \n2. \u5149\u6fc0\u53d1\u8fc7\u7a0b\u4e2d\u7684\u70ed\u6548\u5e94\u7ba1\u7406\uff0c\u901a\u8fc7\u5de5\u827a\u53c2\u6570\u7cbe\u51c6\u8c03\u8282\uff0c\u9632\u6b62\u5c40\u90e8\u8fc7\u70ed\u5f15\u53d1\u65b0\u7684\u7f3a\u9677\u3002\n\n\u4e8c\u3001\u6750\u6599\u5408\u6210\u4f18\u5316\u5efa\u8bae \n1. \u5149\u654f\u63ba\u6742\u5242\u5747\u5300\u5206\u5e03\u63a7\u5236 \n- \u91c7\u7528\u539f\u4f4d\u5408\u6210\u4e0e\u81ea\u7ec4\u88c5\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u4fdd\u8bc1\u542b\u5149\u654f\u5b98\u80fd\u56e2\u4e8c\u7ef4\u6750\u6599\u590d\u5408\u7269\u5728\u56fa\u6001\u7535\u89e3\u8d28\u57fa\u4f53\u4e2d\u7684\u5747\u5300\u5206\u6563\u3002 \n- \u5f15\u5165\u8868\u9762\u6d3b\u6027\u5242\u6216\u529f\u80fd\u5316\u754c\u9762\u5206\u5b50\uff0c\u63d0\u5347\u4e8c\u7ef4\u6750\u6599\u4e0e\u57fa\u4f53\u7684\u76f8\u5bb9\u6027\uff0c\u51cf\u5c11\u56e2\u805a\u548c\u5c40\u90e8\u6d53\u5ea6\u4e0d\u5747\u3002 \n- \u5f00\u53d1\u591a\u6b65\u63ba\u6742\u53ca\u5206\u5e03\u8c03\u63a7\u5de5\u827a\uff0c\u901a\u8fc7\u5206\u5c42\u6c89\u79ef\u6216\u55b7\u6d82\u6280\u672f\u5b9e\u73b0\u5149\u654f\u63ba\u6742\u5242\u7684\u68af\u5ea6\u5206\u5e03\uff0c\u4f18\u5316\u5149\u6fc0\u53d1\u533a\u57df\u7684\u8f7d\u6d41\u5b50\u751f\u6210\u3002 \n\n2. \u5149\u654f\u63ba\u6742\u5242\u7a33\u5b9a\u6027\u63d0\u5347 \n- \u9009\u62e9\u5316\u5b66\u7ed3\u6784\u7a33\u5b9a\u3001\u5149\u5316\u5b66\u6027\u80fd\u4f18\u5f02\u7684\u5149\u654f\u5b98\u80fd\u56e2\uff08\u5982\u7a33\u5b9a\u7684\u915e\u83c1\u3001\u535f\u5549\u884d\u751f\u7269\uff09\uff0c\u589e\u5f3a\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n- \u901a\u8fc7\u8868\u9762\u949d\u5316\u548c\u5305\u8986\u6280\u672f\uff08\u5982\u8584\u5c42\u6c27\u5316\u7269\u6216\u805a\u5408\u7269\u4fdd\u62a4\u5c42\uff09\uff0c\u9632\u6b62\u5149\u654f\u5b98\u80fd\u56e2\u5728\u7535\u6c60\u73af\u5883\u4e2d\u7684\u964d\u89e3\u3002 \n\n\u4e09\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u53ca\u70ed\u7ba1\u7406\u4f18\u5316 \n1. \u591a\u7ea7\u5149\u7167\u65b9\u6848\u4f18\u5316 \n- \u8bbe\u8ba1\u5206\u65f6\u5206\u533a\u5149\u7167\u7b56\u7565\uff0c\u907f\u514d\u957f\u65f6\u95f4\u9ad8\u5f3a\u5ea6\u7167\u5c04\u5bfc\u81f4\u5c40\u90e8\u8fc7\u70ed\u3002 \n- \u91c7\u7528\u4e0d\u540c\u6ce2\u957f\u7ec4\u5408\u7684\u5149\u6e90\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u6fc0\u53d1\u4e0e\u70ed\u6548\u5e94\u7684\u52a8\u6001\u5e73\u8861\u3002 \n- \u7ed3\u5408\u5149\u7167\u5f3a\u5ea6\u4e0e\u65f6\u95f4\u7684\u5b9e\u65f6\u53cd\u9988\u63a7\u5236\u7cfb\u7edf\uff0c\u52a8\u6001\u8c03\u6574\u5149\u6fc0\u53d1\u53c2\u6570\u3002 \n\n2. \u70ed\u6548\u5e94\u76d1\u6d4b\u4e0e\u8c03\u63a7 \n- \u96c6\u6210\u7ea2\u5916\u70ed\u6210\u50cf\u548c\u6e29\u5ea6\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u76d1\u6d4b\u754c\u9762\u6e29\u5ea6\u5206\u5e03\u3002 \n- \u5229\u7528\u4e8c\u7ef4\u6750\u6599\u7684\u9ad8\u70ed\u5bfc\u7279\u6027\uff0c\u8bbe\u8ba1\u70ed\u6269\u6563\u901a\u9053\uff0c\u5feb\u901f\u6563\u70ed\uff0c\u907f\u514d\u5c40\u90e8\u70ed\u70b9\u5f62\u6210\u3002 \n- \u8c03\u6574\u70e7\u7ed3\u53ca\u5149\u6fc0\u53d1\u540c\u6b65\u5de5\u827a\u53c2\u6570\uff0c\u786e\u4fdd\u6574\u4f53\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002 \n\n\u56db\u3001\u7ed3\u6784\u4e0e\u754c\u9762\u8bbe\u8ba1\u4f18\u5316 \n1. \u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u5206\u5e03 \n- \u7cbe\u51c6\u63a7\u5236\u4e8c\u7ef4\u6750\u6599\u7684\u5c42\u6570\u548c\u5c3a\u5bf8\uff0c\u5b9e\u73b0\u754c\u9762\u533a\u57df\u7684\u8fde\u7eed\u4e14\u5747\u5300\u8986\u76d6\uff0c\u907f\u514d\u754c\u9762\u7f3a\u9677\u7684\u5c40\u90e8\u96c6\u4e2d\u3002 \n- \u901a\u8fc7\u754c\u9762\u529f\u80fd\u5316\u8bbe\u8ba1\uff0c\u589e\u5f3a\u4e8c\u7ef4\u6750\u6599\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u53ca\u9502\u91d1\u5c5e\u7684\u5316\u5b66\u952e\u5408\u548c\u7269\u7406\u7ed3\u5408\uff0c\u63d0\u5347\u754c\u9762\u7a33\u5b9a\u6027\u3002 \n\n2. \u754c\u9762\u7f3a\u9677\u949d\u5316\u4e0e\u81ea\u4fee\u590d \n- \u5229\u7528\u5149\u654f\u63ba\u6742\u5242\u4fc3\u8fdb\u8f7d\u6d41\u5b50\u5ef6\u957f\u5bff\u547d\uff0c\u5b9e\u73b0\u52a8\u6001\u7f3a\u9677\u949d\u5316\u3002 \n- \u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u7684\u9ad8\u6bd4\u8868\u9762\u79ef\uff0c\u589e\u5f3a\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5728\u754c\u9762\u7684\u5747\u5300\u5206\u5e03\uff0c\u4fc3\u8fdb\u7f3a\u9677\u81ea\u4fee\u590d\u673a\u5236\u3002 \n\n\u4e94\u3001\u9884\u671f\u6280\u672f\u6548\u679c\u4e0e\u4f18\u52bf \n1. \u5149\u654f\u63ba\u6742\u5242\u5206\u5e03\u5747\u5300\u4e14\u7a33\u5b9a\uff0c\u754c\u9762\u7f3a\u9677\u949d\u5316\u6548\u679c\u4e00\u81f4\uff0c\u63d0\u5347\u7535\u6c60\u5bff\u547d\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u91cd\u590d\u6027\u3002 \n2. \u5149\u6fc0\u53d1\u5de5\u827a\u70ed\u7ba1\u7406\u6709\u6548\uff0c\u907f\u514d\u5c40\u90e8\u8fc7\u70ed\u5f15\u53d1\u7684\u7f3a\u9677\u751f\u6210\uff0c\u4fdd\u969c\u754c\u9762\u7ed3\u6784\u957f\u671f\u7a33\u5b9a\u3002 \n3. \u754c\u9762\u81ea\u7531\u80fd\u964d\u4f4e\uff0c\u6da6\u6e7f\u6027\u548c\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\uff0c\u51cf\u5c11\u9502\u679d\u6676\u548c\u754c\u9762\u88c2\u7eb9\u4ea7\u751f\u3002 \n4. \u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\u589e\u5f3a\uff0c\u754c\u9762\u963b\u6297\u964d\u4f4e\uff0c\u663e\u8457\u63d0\u5347\u79bb\u5b50\u5bfc\u7535\u7387\u3002 \n5. \u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u8fdb\u4e00\u6b65\u4f18\u5316\uff0c\u8282\u7ea6\u80fd\u8017\u548c\u8bbe\u5907\u6295\u8d44\uff0c\u964d\u4f4e\u5236\u9020\u6210\u672c\u3002 \n6. \u591a\u7269\u7406\u573a\u8026\u5408\u76d1\u6d4b\u4e0e\u53cd\u9988\u5b9e\u73b0\u5de5\u827a\u5728\u7ebf\u52a8\u6001\u8c03\u8282\uff0c\u4fdd\u969c\u5236\u5907\u8fc7\u7a0b\u7684\u7cbe\u7ec6\u5316\u63a7\u5236\u548c\u5bff\u547d\u9884\u6d4b\u3002 \n\n\u516d\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae \n- \u5f00\u5c55\u5149\u654f\u63ba\u6742\u5242\u5206\u5e03\u5747\u5300\u6027\u53ca\u7a33\u5b9a\u6027\u76f8\u5173\u7684\u8868\u5f81\u4e0e\u5de5\u827a\u4f18\u5316\u5b9e\u9a8c\u3002 \n- \u5efa\u7acb\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u6a21\u578b\uff0c\u6307\u5bfc\u5149\u7167\u5de5\u827a\u53c2\u6570\u8bbe\u8ba1\u4e0e\u70ed\u7ba1\u7406\u7b56\u7565\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\uff0c\u5b9e\u73b0\u5de5\u827a\u4f18\u5316\u4e0e\u6027\u80fd\u9884\u6d4b\u95ed\u73af\u3002 \n- \u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u5de5\u827a\u6807\u51c6\u5316\uff0c\u786e\u4fdd\u4ea7\u4e1a\u5316\u8fc7\u7a0b\u4e2d\u8d28\u91cf\u7a33\u5b9a\u3002 \n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u65b9\u6848\u5728\u4fdd\u8bc1\u5149\u654f\u63ba\u6742\u5242\u5747\u5300\u6027\u548c\u5149\u6fc0\u53d1\u70ed\u7ba1\u7406\u7684\u57fa\u7840\u4e0a\uff0c\u517c\u987e\u6210\u672c\u964d\u4f4e\u4e0e\u5bff\u547d\u5ef6\u957f\u7684\u5173\u952e\u6280\u672f\u6307\u6807\uff0c\u63d0\u5347\u56fa\u6001\u7535\u6c60\u754c\u9762\u7a33\u5b9a\u6027\u548c\u79bb\u5b50\u4f20\u8f93\u6548\u7387\uff0c\u5177\u5907\u66f4\u9ad8\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u4ea7\u4e1a\u63a8\u5e7f\u6f5c\u529b\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4f18\u5316\u540e\u7684\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\uff0c\u5b8c\u5584\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u53ef\u9760\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u4e8c\u7ef4\u6750\u6599\u79d1\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u8bbe\u8ba1\u65b9\u6848\uff0c\u6211\u5c06\u5b8c\u5584\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u7279\u522b\u52a0\u5f3a\u5bf9\u5149\u654f\u63ba\u6742\u5242\u5747\u5300\u6027\u3001\u7a33\u5b9a\u6027\u4ee5\u53ca\u5149\u6fc0\u53d1\u5de5\u827a\u70ed\u7ba1\u7406\u7684\u9a8c\u8bc1\uff0c\u786e\u4fdd\u5b9e\u9a8c\u65b9\u6848\u7684\u53ef\u9760\u6027\u548c\u5b9e\u7528\u6027\uff0c\u4fc3\u8fdb\u6280\u672f\u65b9\u6848\u7684\u987a\u5229\u5b9e\u65bd\u548c\u4ea7\u4e1a\u5316\u3002\n\n## Improved version of 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"\u603b\u7ed3\u53cc\u65b9\u4f18\u5316\u540e\u7684\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u56fa\u6001\u7535\u6c60\u6280\u672f\u65b9\u6848\u8349\u6848\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u53cc\u65b9\u591a\u8f6e\u6df1\u5165\u8ba8\u8bba\u548c\u4f18\u5316\uff0c\u7ed3\u5408\u5173\u952e\u6750\u6599\u5206\u6790\u62a5\u544a\u4e0e\u5b9e\u9a8c\u53cd\u9988\uff0c\u73b0\u5c06\u964d\u4f4e\u6210\u672c\u548c\u5ef6\u957f\u5bff\u547d\u7684\u56fa\u6001\u7535\u6c60\u6280\u672f\u65b9\u6848\u8349\u6848\u603b\u7ed3\u5982\u4e0b\u3002\u8be5\u65b9\u6848\u7cfb\u7edf\u6574\u5408\u4e86\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u4e0e\u5408\u6210\u3001\u754c\u9762\u70ed\u529b\u5b66\u53ca\u5fae\u89c2\u7ed3\u6784\u8c03\u63a7\u3001\u5149\u654f\u63ba\u6742\u5242\u5149\u6fc0\u53d1\u6548\u5e94\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u70ed\u7ba1\u7406\u53ca\u52a8\u6001\u5728\u7ebf\u76d1\u6d4b\uff0c\u5f62\u6210\u4e00\u5957\u9ad8\u6548\u3001\u53ef\u63a7\u4e14\u5177\u5907\u4ea7\u4e1a\u5316\u6f5c\u529b\u7684\u6280\u672f\u8def\u5f84\u3002\n\n\u65b9\u6848\u91cd\u70b9\u5728\u4e8e\u5229\u7528\u9ad8\u8d28\u91cf\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u77f3\u58a8\u70ef\u53ca\u5176\u5149\u654f\u63ba\u6742\u590d\u5408\u7269\uff09\u4f5c\u4e3a\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u4fee\u9970\u5c42\uff0c\u901a\u8fc7\u7cbe\u51c6\u8c03\u63a7\u5149\u654f\u63ba\u6742\u5242\u7684\u5747\u5300\u5206\u5e03\u548c\u7a33\u5b9a\u6027\uff0c\u7ed3\u5408\u591a\u7ea7\u5149\u6fc0\u53d1\u5de5\u827a\u4e0e\u70ed\u7ba1\u7406\uff0c\u5b9e\u73b0\u754c\u9762\u7f3a\u9677\u949d\u5316\u548c\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\uff0c\u4f18\u5316\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u63d0\u5347\u79bb\u5b50\u5bfc\u7535\u7387\uff0c\u8fdb\u800c\u5141\u8bb8\u7535\u89e3\u8d28\u5c42\u51cf\u8584\uff0c\u8fbe\u5230\u964d\u4f4e\u6750\u6599\u7528\u91cf\u548c\u5236\u9020\u6210\u672c\u7684\u76ee\u7684\u3002\u540c\u65f6\uff0c\u901a\u8fc7\u52a8\u6001\u76d1\u6d4b\u548c\u5de5\u827a\u53cd\u9988\u63a7\u5236\uff0c\u4fdd\u969c\u754c\u9762\u7ed3\u6784\u957f\u671f\u7a33\u5b9a\u548c\u5faa\u73af\u5bff\u547d\u5ef6\u957f\u3002\n\n\u4ee5\u4e0b\u4e3a\u8be6\u7ec6\u6280\u672f\u65b9\u6848\u8349\u6848\u5185\u5bb9\uff1a\n\n```\u6280\u672f\u65b9\u6848\u8349\u6848\n\u4e00\u3001\u6280\u672f\u76ee\u6807 \n1. \u901a\u8fc7\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u7cbe\u51c6\u8c03\u63a7\u6db2\u6001\u91d1\u5c5e\uff08\u9502\u91d1\u5c5e\uff09\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\uff08\u754c\u9762\u81ea\u7531\u80fd\u3001\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff09\uff0c\u63d0\u5347\u754c\u9762\u6da6\u6e7f\u6027\u4e0e\u7ed3\u5408\u7a33\u5b9a\u6027\u3002 \n2. \u63a7\u5236\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u4e0e\u6f14\u5316\uff0c\u4f18\u5316\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\u3002 \n3. \u5229\u7528\u5149\u6fc0\u53d1\u6548\u5e94\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u4fc3\u8fdb\u754c\u9762\u7f3a\u9677\u52a8\u6001\u949d\u5316\u548c\u81ea\u4fee\u590d\uff0c\u63d0\u5347\u754c\u9762\u52a8\u6001\u7a33\u5b9a\u6027\u548c\u5faa\u73af\u5bff\u547d\u3002 \n4. \u5b9e\u73b0\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u4e0e\u5e94\u7528\u5de5\u827a\u7684\u5747\u5300\u6027\u3001\u7a33\u5b9a\u6027\u53ca\u53ef\u63a7\u6027\uff0c\u786e\u4fdd\u65b9\u6848\u7684\u53ef\u91cd\u590d\u6027\u548c\u4ea7\u4e1a\u5316\u63a8\u5e7f\u3002\n\n\u4e8c\u3001\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u4e0e\u5408\u6210 \n1. \u9009\u7528\u9ad8\u7ed3\u6676\u5ea6\u5355\u5c42/\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff0c\u517c\u5177\u9ad8\u7535\u5b50\u5bfc\u7535\u6027\u548c\u5316\u5b66\u7a33\u5b9a\u6027\u3002 \n2. \u5408\u6210\u542b\u7a33\u5b9a\u5149\u654f\u5b98\u80fd\u56e2\uff08\u5982\u915e\u83c1\u3001\u535f\u5549\u7c7b\u914d\u4f53\uff09\u7684\u4e8c\u7ef4\u6750\u6599\u590d\u5408\u7269\uff0c\u589e\u5f3a\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u751f\u6210\u4e0e\u8fc1\u79fb\u3002 \n3. \u91c7\u7528\u5316\u5b66\u6c14\u76f8\u6c89\u79ef\uff08CVD\uff09\u6cd5\u5236\u5907\u9ad8\u8d28\u91cf\u4e8c\u7ef4\u6750\u6599\u8584\u819c\uff0c\u7ed3\u5408\u6eb6\u6db2\u6cd5\u6216\u539f\u4f4d\u8fd8\u539f\u6cd5\u5b9e\u73b0\u4e8c\u7ef4\u6750\u6599\u5728\u56fa\u6001\u7535\u89e3\u8d28\u57fa\u4f53\u4e2d\u5747\u5300\u63ba\u6742\u3002 \n4. \u901a\u8fc7\u539f\u4f4d\u5408\u6210\u4e0e\u81ea\u7ec4\u88c5\u6280\u672f\uff0c\u8868\u9762\u6d3b\u6027\u5242\u8f85\u52a9\u53ca\u591a\u6b65\u63ba\u6742\u5de5\u827a\uff0c\u5b9e\u73b0\u5149\u654f\u63ba\u6742\u5242\u5747\u5300\u5206\u5e03\u548c\u68af\u5ea6\u8c03\u63a7\u3002 \n5. \u8868\u9762\u529f\u80fd\u5316\u53ca\u5305\u8986\u4fdd\u62a4\u6280\u672f\u63d0\u5347\u5149\u654f\u63ba\u6742\u5242\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u73af\u5883\u964d\u89e3\u3002\n\n\u4e09\u3001\u754c\u9762\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u8c03\u63a7 \n1. \u7cbe\u51c6\u63a7\u5236\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u3001\u5c3a\u5bf8\u53ca\u5206\u5e03\uff0c\u5b9e\u73b0\u754c\u9762\u5747\u5300\u8986\u76d6\uff0c\u51cf\u5c11\u6676\u754c\u88c2\u7eb9\u548c\u5b54\u6d1e\u3002 \n2. \u8bbe\u8ba1\u4e8c\u7ef4\u6750\u6599\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u53ca\u9502\u91d1\u5c5e\u7684\u754c\u9762\u7ed3\u5408\u7ed3\u6784\uff0c\u964d\u4f4e\u754c\u9762\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u6da6\u6e7f\u6027\u548c\u7ed3\u5408\u5f3a\u5ea6\u3002 \n3. \u5229\u7528\u4e8c\u7ef4\u6750\u6599\u9ad8\u70ed\u5bfc\u7279\u6027\u8bbe\u8ba1\u70ed\u6269\u6563\u901a\u9053\uff0c\u5b9e\u73b0\u754c\u9762\u70ed\u7ba1\u7406\uff0c\u907f\u514d\u5c40\u90e8\u8fc7\u70ed\u3002 \n4. \u7ed3\u5408\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u4f18\u5316\uff0c\u964d\u4f4e\u5de5\u827a\u6e29\u5ea6\uff0c\u8282\u7ea6\u80fd\u8017\u548c\u8bbe\u5907\u6295\u8d44\u3002\n\n\u56db\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u53ca\u52a8\u6001\u8c03\u63a7 \n1. \u8bbe\u8ba1\u591a\u7ea7\u5149\u7167\u65b9\u6848\uff08\u6ce2\u957f\u3001\u5f3a\u5ea6\u3001\u65f6\u95f4\u53ca\u5206\u533a\u7167\u5c04\uff09\uff0c\u52a8\u6001\u8c03\u8282\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u8fc1\u79fb\u7387\uff0c\u4f18\u5316\u5149\u6fc0\u53d1\u6548\u5e94\u3002 \n2. \u96c6\u6210\u7ea2\u5916\u70ed\u6210\u50cf\u4e0e\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u76d1\u6d4b\u754c\u9762\u6e29\u5ea6\u5206\u5e03\uff0c\u9632\u6b62\u70ed\u6548\u5e94\u5bfc\u81f4\u7f3a\u9677\u4ea7\u751f\u3002 \n3. \u7ed3\u5408\u52a8\u6001\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u548c\u5149\u8c31\u6280\u672f\uff0c\u5b9e\u65f6\u53cd\u9988\u754c\u9762\u963b\u6297\u548c\u7f3a\u9677\u949d\u5316\u72b6\u6001\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u5728\u7ebf\u8c03\u8282\u3002\n\n\u4e94\u3001\u9884\u671f\u6280\u672f\u6548\u679c \n1. \u754c\u9762\u81ea\u7531\u80fd\u663e\u8457\u964d\u4f4e\uff0c\u6da6\u6e7f\u6027\u548c\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\uff0c\u51cf\u5c11\u9502\u679d\u6676\u548c\u754c\u9762\u88c2\u7eb9\u751f\u6210\u3002 \n2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u660e\u663e\u51cf\u5c11\uff0c\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\u589e\u5f3a\uff0c\u754c\u9762\u963b\u6297\u964d\u4f4e\u3002 \n3. \u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\u4fc3\u8fdb\u7f3a\u9677\u949d\u5316\u4e0e\u81ea\u4fee\u590d\uff0c\u663e\u8457\u63d0\u5347\u5faa\u73af\u5bff\u547d\u548c\u7535\u6c60\u7a33\u5b9a\u6027\u3002 \n4. \u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u964d\u4f4e\uff0c\u8282\u7ea6\u80fd\u8017\u548c\u8bbe\u5907\u6295\u8d44\uff0c\u964d\u4f4e\u5236\u9020\u6210\u672c\u3002 \n5. \u591a\u7269\u7406\u573a\u8026\u5408\u76d1\u6d4b\u4e0e\u52a8\u6001\u53cd\u9988\u4fdd\u969c\u5de5\u827a\u7cbe\u7ec6\u5316\u63a7\u5236\u548c\u5bff\u547d\u9884\u6d4b\uff0c\u5b9e\u73b0\u5236\u5907\u8fc7\u7a0b\u667a\u80fd\u5316\u3002\n\n\u516d\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae \n1. \u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u5f00\u5c55\u4e8c\u7ef4\u6750\u6599\u754c\u9762\u8c03\u63a7\u673a\u7406\u53ca\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u3002 \n2. \u5229\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6784\u5efa\u5bff\u547d\u9884\u6d4b\u4e0e\u5de5\u827a\u4f18\u5316\u95ed\u73af\u4f53\u7cfb\u3002 \n3. \u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u5de5\u827a\u6807\u51c6\u5316\u548c\u89c4\u6a21\u5316\uff0c\u786e\u4fdd\u6750\u6599\u8d28\u91cf\u7a33\u5b9a\u3002 \n4. 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"\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\u4e2d\u63d0\u51fa\u7684\u5173\u952e\u6280\u672f\u70b9\uff0c\u7ed3\u5408\u6211\u4f5c\u4e3a\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u4e13\u4e1a\u80cc\u666f\uff0c\u8bbe\u8ba1\u5982\u4e0b\u5b9e\u9a8c\u65b9\u6848\u4ee5\u9a8c\u8bc1\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\uff0c\u91cd\u70b9\u805a\u7126\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u8c03\u63a7\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u63a7\u5236\u53ca\u5149\u6fc0\u53d1\u6548\u5e94\u5bf9\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002\n\n---\n\n## \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\n1. \u6d4b\u5b9a\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5bf9\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u3001\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u7684\u5f71\u54cd\u3002 \n2. \u89c2\u5bdf\u5e76\u5206\u6790\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u673a\u7406\u53ca\u4e8c\u7ef4\u6750\u6599\u8c03\u63a7\u6548\u679c\u3002 \n3. \u7814\u7a76\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u754c\u9762\u8f7d\u6d41\u5b50\u5bff\u547d\u53d8\u5316\u53ca\u5176\u5bf9\u7f3a\u9677\u949d\u5316\u548c\u81ea\u4fee\u590d\u7684\u4fc3\u8fdb\u4f5c\u7528\u3002 \n4. \u8bc4\u4f30\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u5bf9\u754c\u9762\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u4f18\u5316\u5de5\u827a\u53c2\u6570\u3002\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u5185\u5bb9\u4e0e\u65b9\u6cd5\n\n#### 1. \u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5236\u5907\u4e0e\u8868\u5f81\n- \u5408\u6210\u9ad8\u7ed3\u6676\u5ea6\u5355\u5c42/\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff0c\u5236\u5907\u542b\u915e\u83c1\u3001\u535f\u5549\u7c7b\u5149\u654f\u5b98\u80fd\u56e2\u7684\u590d\u5408\u4e8c\u7ef4\u6750\u6599\u3002 \n- \u91c7\u7528CVD\u3001\u6eb6\u6db2\u6cd5\u53ca\u539f\u4f4d\u8fd8\u539f\u6cd5\u5236\u5907\u63ba\u6742\u4e8c\u7ef4\u6750\u6599\u8584\u819c\uff0c\u63a7\u5236\u63ba\u6742\u5747\u5300\u6027\u548c\u68af\u5ea6\u5206\u5e03\u3002 \n- \u901a\u8fc7\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u3001\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u3001\u62c9\u66fc\u5149\u8c31\u53caX\u5c04\u7ebf\u5149\u7535\u5b50\u80fd\u8c31\uff08XPS\uff09\u5bf9\u6750\u6599\u7ed3\u6784\u4e0e\u5316\u5b66\u6210\u5206\u8fdb\u884c\u8868\u5f81\u3002\n\n#### 2. \u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\n- \u5229\u7528\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\u6d4b\u5b9a\u6db2\u6001\u9502\u91d1\u5c5e\u5728\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u7684\u56fa\u6001\u7535\u89e3\u8d28\u8868\u9762\u7684\u6da6\u6e7f\u6027\uff0c\u8ba1\u7b97\u754c\u9762\u81ea\u7531\u80fd\u3002 \n- \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u6d4b\u5b9a\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u5904\u7684\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u5206\u6790\u4e8c\u7ef4\u6750\u6599\u63ba\u6742\u5bf9\u76f8\u53d8\u7684\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u6280\u672f\uff0c\u52a8\u6001\u76d1\u6d4b\u754c\u9762\u7ed3\u6784\u53d8\u5316\u3002\n\n#### 3. \u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5206\u6790\n- \u5236\u5907\u9502\u91d1\u5c5e/\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u6837\u54c1\uff0c\u91c7\u7528\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u5236\u5907\u622a\u9762\u6837\u54c1\u3002 \n- \u901a\u8fc7\u9ad8\u5206\u8fa8\u7387TEM\u53ca\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u89c2\u5bdf\u754c\u9762\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u53ca\u6742\u8d28\u76f8\u5206\u5e03\u3002 \n- \u5229\u7528X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u5206\u6790\u754c\u9762\u76f8\u7ed3\u6784\u53ca\u7f3a\u9677\u6f14\u5316\u3002\n\n#### 4. \u5149\u6fc0\u53d1\u6548\u5e94\u5b9e\u9a8c\n- \u8bbe\u8ba1\u591a\u7ea7\u5149\u7167\u7cfb\u7edf\uff08\u53ef\u8c03\u6ce2\u957f\u3001\u5f3a\u5ea6\u3001\u7167\u5c04\u65f6\u95f4\uff09\uff0c\u5bf9\u754c\u9762\u6837\u54c1\u8fdb\u884c\u5149\u6fc0\u53d1\u5904\u7406\u3002 \n- \u91c7\u7528\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u754c\u9762\u963b\u6297\u53d8\u5316\u3002 \n- \u7ed3\u5408\u7ea2\u5916\u70ed\u6210\u50cf\u548c\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\u5b9e\u65f6\u76d1\u6d4b\u754c\u9762\u6e29\u5ea6\uff0c\u8bc4\u4f30\u5149\u6fc0\u53d1\u70ed\u6548\u5e94\u53ca\u7f3a\u9677\u949d\u5316\u52a8\u6001\u8fc7\u7a0b\u3002\n\n#### 5. \u70e7\u7ed3\u5de5\u827a\u4f18\u5316\u5b9e\u9a8c\n- \u5236\u5907\u4e0d\u540c\u70e7\u7ed3\u6e29\u5ea6\uff08\u4f4e\u4e8e\u4f20\u7edf\u5de5\u827a\u6e29\u5ea6\uff09\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u7684\u754c\u9762\u6837\u54c1\u3002 \n- \u901a\u8fc7\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u548c\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5\uff0c\u8bc4\u4f30\u754c\u9762\u7ed3\u5408\u8d28\u91cf\u53ca\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002 \n- \u7ed3\u5408\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u786e\u5b9a\u6700\u4f73\u70e7\u7ed3\u5de5\u827a\u7a97\u53e3\u3002\n\n---\n\n### \u4e09\u3001\u5b9e\u9a8c\u9884\u671f\u7ed3\u679c\n- \u660e\u786e\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u548c\u76f8\u53d8\u884c\u4e3a\u7684\u8c03\u63a7\u673a\u5236\u3002 \n- \u89c2\u5bdf\u5230\u754c\u9762\u7f3a\u9677\u663e\u8457\u51cf\u5c11\uff0c\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u66f4\u4e3a\u8fde\u7eed\uff0c\u754c\u9762\u963b\u6297\u964d\u4f4e\u3002 \n- \u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\uff0c\u7f3a\u9677\u949d\u5316\u53ca\u81ea\u4fee\u590d\u73b0\u8c61\u660e\u663e\uff0c\u5faa\u73af\u7a33\u5b9a\u6027\u63d0\u5347\u3002 \n- \u4f18\u5316\u70e7\u7ed3\u5de5\u827a\u5b9e\u73b0\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u5236\u9020\u6210\u672c\u3002\n\n---\n\n### \u56db\u3001\u540e\u7eed\u5b9e\u9a8c\u5efa\u8bae\n- \u6839\u636e\u5b9e\u9a8c\u6570\u636e\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u8fdb\u4e00\u6b65\u89e3\u6790\u754c\u9762\u70ed\u529b\u5b66\u53ca\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u673a\u7406\u3002 \n- \u5f00\u53d1\u57fa\u4e8e\u5b9e\u9a8c\u53cd\u9988\u7684\u52a8\u6001\u5149\u6fc0\u53d1\u8c03\u63a7\u7b56\u7565\uff0c\u63d0\u5347\u754c\u9762\u7a33\u5b9a\u6027\u3002 \n- \u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u5de5\u827a\u7684\u89c4\u6a21\u5316\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6750\u6599\u8d28\u91cf\u53ef\u63a7\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8be5\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u7cfb\u7edf\u8986\u76d6\u4e86\u6280\u672f\u65b9\u6848\u8349\u6848\u4e2d\u63d0\u51fa\u7684\u6838\u5fc3\u6280\u672f\u70b9\uff0c\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u5e76\u4f18\u5316\u56fa\u6001\u7535\u6c60\u754c\u9762\u8c03\u63a7\u6280\u672f\u7684\u53ef\u884c\u6027\u548c\u5b9e\u7528\u6027\u3002\u4e0b\u4e00\u6b65\u53ef\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u540c\u5f00\u5c55\u5b9e\u9a8c\u65b9\u6848\u7ec6\u5316\u53ca\u6570\u636e\u5206\u6790\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u4ee5\u8f85\u52a9\u5b9e\u9a8c\u9a8c\u8bc1\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6280\u672f\u65b9\u6848\u8349\u6848" + ], + "Action_Result": "\u57fa\u4e8e\u6280\u672f\u65b9\u6848\u8349\u6848\u4e2d\u63d0\u51fa\u7684\u5229\u7528\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u7cbe\u51c6\u8c03\u63a7\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u7684\u76ee\u6807\uff0c\u4e3a\u8f85\u52a9\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\uff0c\u91cd\u70b9\u805a\u7126\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u3001\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u7684\u7cbe\u51c6\u83b7\u53d6\u4e0e\u673a\u7406\u89e3\u6790\uff1a\n\n---\n\n## \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\n\n### \u4e00\u3001\u8ba1\u7b97\u76ee\u6807\n1. \u7cbe\u786e\u8ba1\u7b97\u4e8c\u7ef4\u6750\u6599\uff08\u5982\u5355\u5c42/\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff09\u4fee\u9970\u4e0b\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7684\u754c\u9762\u81ea\u7531\u80fd\u53ca\u6da6\u6e7f\u6027\u3002 \n2. \u6a21\u62df\u4e8c\u7ef4\u6750\u6599\u63ba\u6742\u5149\u654f\u5b98\u80fd\u56e2\uff08\u915e\u83c1\u3001\u535f\u5549\u7c7b\uff09\u5bf9\u9502\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u6027\u8d28\uff08\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff09\u7684\u5f71\u54cd\u673a\u7406\u3002 \n3. \u5206\u6790\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u4e0e\u6f14\u5316\u7684\u70ed\u529b\u5b66\u9a71\u52a8\u529b\u53ca\u5bf9\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u7684\u5f71\u54cd\u3002 \n4. \u7ed3\u5408\u5149\u6fc0\u53d1\u6548\u5e94\uff0c\u6a21\u62df\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\u5bf9\u754c\u9762\u7f3a\u9677\u949d\u5316\u53ca\u81ea\u4fee\u590d\u8fc7\u7a0b\u7684\u70ed\u529b\u5b66\u4e0e\u52a8\u529b\u5b66\u673a\u5236\u3002 \n5. \u4f18\u5316\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff0c\u6307\u5bfc\u5b9e\u9a8c\u5de5\u827a\u53c2\u6570\u9009\u62e9\u3002\n\n---\n\n### \u4e8c\u3001\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u6d41\u7a0b\n\n#### 1. \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\n- \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u8ba1\u7b97\u4e8c\u7ef4\u6750\u6599\uff08\u77f3\u58a8\u70ef\u3001\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff09\u4e0e\u9502\u91d1\u5c5e\u53ca\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7ed3\u6784\u7a33\u5b9a\u6027\u3002 \n- \u8ba1\u7b97\u754c\u9762\u7ed3\u5408\u80fd\u3001\u754c\u9762\u81ea\u7531\u80fd\u53ca\u7535\u5b50\u7ed3\u6784\uff0c\u63ed\u793a\u4e8c\u7ef4\u6750\u6599\u63ba\u6742\u5bf9\u754c\u9762\u6da6\u6e7f\u6027\u7684\u672c\u8d28\u5f71\u54cd\u3002 \n- \u8bc4\u4f30\u5149\u654f\u5b98\u80fd\u56e2\u5206\u5b50\u5438\u9644\u6001\u53ca\u5176\u5bf9\u754c\u9762\u7535\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u8c03\u63a7\u4f5c\u7528\u3002\n\n#### 2. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\n- \u6784\u5efa\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u7684\u754c\u9762\u6a21\u578b\uff0c\u91c7\u7528\u7ecf\u5178\u529b\u573a\u6216\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u529b\u573a\u6a21\u62df\u754c\u9762\u70ed\u529b\u5b66\u884c\u4e3a\u3002 \n- \u6a21\u62df\u4e0d\u540c\u6e29\u5ea6\u4e0b\u9502\u91d1\u5c5e\u7684\u7194\u70b9\u53ca\u76f8\u53d8\u8fc7\u7a0b\uff0c\u5206\u6790\u4e8c\u7ef4\u6750\u6599\u63ba\u6742\u5bf9\u76f8\u53d8\u6e29\u5ea6\u548c\u52a8\u529b\u5b66\u7684\u8c03\u8282\u6548\u5e94\u3002 \n- \u7814\u7a76\u754c\u9762\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\uff09\u5f62\u6210\u673a\u7406\u53ca\u5176\u5bf9\u9502\u79bb\u5b50\u6269\u6563\u8def\u5f84\u7684\u5f71\u54cd\u3002\n\n#### 3. \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\n- \u5c06DFT\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u53c2\u6570\u8f93\u5165\uff0c\u7ed3\u5408MD\u6a21\u62df\u548c\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u8fdb\u884c\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u548c\u529b\u5b66\u8026\u5408\u6a21\u62df\u3002 \n- \u6a21\u62df\u70e7\u7ed3\u8fc7\u7a0b\u4e2d\u754c\u9762\u6e29\u5ea6\u573a\u3001\u5e94\u529b\u573a\u5206\u5e03\uff0c\u9884\u6d4b\u754c\u9762\u7ed3\u6784\u6f14\u5316\u53ca\u7f3a\u9677\u751f\u6210\u3002 \n- \u7ed3\u5408\u5149\u6fc0\u53d1\u5f15\u8d77\u7684\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u6a21\u62df\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u754c\u9762\u7f3a\u9677\u949d\u5316\u548c\u81ea\u4fee\u590d\u7684\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002\n\n#### 4. \u5149\u6fc0\u53d1\u6548\u5e94\u6a21\u62df\n- \u5229\u7528\u65f6\u95f4\u4f9d\u8d56\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08TD-DFT\uff09\u6216\u975e\u5e73\u8861\u683c\u6797\u51fd\u6570\u65b9\u6cd5\uff08NEGF\uff09\u6a21\u62df\u5149\u654f\u63ba\u6742\u5242\u7684\u6fc0\u53d1\u6001\u884c\u4e3a\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u3002 \n- \u7ed3\u5408\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u6269\u6563\u6a21\u578b\uff0c\u5206\u6790\u5149\u6fc0\u53d1\u5bf9\u754c\u9762\u7535\u5b50\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n- \u6a21\u62df\u5149\u7167\u5f3a\u5ea6\u3001\u6ce2\u957f\u4e0e\u754c\u9762\u6e29\u5ea6\u7684\u8026\u5408\u6548\u5e94\uff0c\u6307\u5bfc\u591a\u7ea7\u5149\u7167\u65b9\u6848\u8bbe\u8ba1\u3002\n\n---\n\n### \u4e09\u3001\u8ba1\u7b97\u8f93\u51fa\u4e0e\u5b9e\u9a8c\u5bf9\u63a5\u6307\u6807\n\n| \u8ba1\u7b97\u53c2\u6570 | \u5173\u8054\u5b9e\u9a8c\u6307\u6807 | \u8bf4\u660e |\n|--------------------------|------------------------------------|----------------------------------|\n| \u754c\u9762\u81ea\u7531\u80fd\u53ca\u7ed3\u5408\u80fd | \u63a5\u89e6\u89d2\u6d4b\u91cf\u3001\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5 | \u9a8c\u8bc1\u6da6\u6e7f\u6027\u4e0e\u7ed3\u5408\u7a33\u5b9a\u6027 |\n| \u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6 | DSC\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\u6d4b\u5b9a | \u9a8c\u8bc1\u76f8\u53d8\u884c\u4e3a\u8c03\u63a7 |\n| \u754c\u9762\u7f3a\u9677\u5f62\u6210\u80fd\u53ca\u6269\u6563\u8def\u5f84 | TEM\u3001AFM\u7f3a\u9677\u89c2\u5bdf\u53caEIS\u754c\u9762\u963b\u6297\u6d4b\u8bd5 | \u9a8c\u8bc1\u7f3a\u9677\u751f\u6210\u4e0e\u79bb\u5b50\u4f20\u8f93\u8fde\u7eed\u6027 |\n| \u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u52a8\u6001\u949d\u5316\u673a\u5236 | TRPL\u5149\u81f4\u53d1\u5149\u5bff\u547d\u53caEIS\u963b\u6297\u53d8\u5316 | \u9a8c\u8bc1\u5149\u6fc0\u53d1\u6548\u5e94\u5bf9\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd |\n| \u754c\u9762\u6e29\u5ea6\u573a\u4e0e\u5e94\u529b\u5206\u5e03 | \u7ea2\u5916\u70ed\u6210\u50cf\u4e0e\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\u76d1\u6d4b | \u6307\u5bfc\u70e7\u7ed3\u5de5\u827a\u53c2\u6570\u4f18\u5316 |\n\n---\n\n### \u56db\u3001\u540e\u7eed\u5efa\u8bae\n\n1. \u7ed3\u5408\u5b9e\u9a8c\u53cd\u9988\u6570\u636e\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u548c\u9884\u6d4b\u80fd\u529b\u3002 \n2. \u5f00\u53d1\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u5feb\u901f\u9884\u6d4b\u6a21\u578b\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u5de5\u827a\u4f18\u5316\u3002 \n3. \u4e0e\u5b9e\u9a8c\u56e2\u961f\u534f\u540c\u5f00\u5c55\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u7684\u591a\u5c3a\u5ea6\u52a8\u6001\u6a21\u62df\uff0c\u63a8\u52a8\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u5e73\u53f0\u5efa\u8bbe\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u901a\u8fc7\u7cfb\u7edf\u7684\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u53ca\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff0c\u7cbe\u51c6\u83b7\u53d6\u5e76\u89e3\u6790\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4e3a\u5b9e\u9a8c\u9a8c\u8bc1\u63d0\u4f9b\u7406\u8bba\u652f\u6491\u548c\u4f18\u5316\u6307\u5bfc\uff0c\u4fc3\u8fdb\u56fa\u6001\u7535\u6c60\u754c\u9762\u6280\u672f\u65b9\u6848\u7684\u9ad8\u6548\u5f00\u53d1\u4e0e\u5e94\u7528\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u8fdb\u884c\u6280\u672f\u5408\u7406\u6027\u548c\u5b9e\u9a8c\u53ef\u914d\u5408\u6027\u7684\u8bc4\u4f30\u4e0e\u53cd\u9988\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u6574\u4f53\u6280\u672f\u8def\u7ebf\u6e05\u6670\uff0c\u8986\u76d6\u4e86\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u53ca\u5149\u6fc0\u53d1\u6548\u5e94\u7684\u5173\u952e\u73af\u8282\uff0c\u4e0e\u5b9e\u9a8c\u8bbe\u8ba1\u9ad8\u5ea6\u5951\u5408\u3002\u5177\u4f53\u53cd\u9988\u5982\u4e0b\uff1a\n\n1. DFT\u4e0eMD\u7ed3\u5408\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\u975e\u5e38\u5408\u7406\uff0c\u6709\u52a9\u4e8e\u7cbe\u786e\u89e3\u6790\u4e8c\u7ef4\u6750\u6599\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u53ca\u76f8\u53d8\u884c\u4e3a\u7684\u8c03\u63a7\u673a\u7406\uff0c\u80fd\u5f88\u597d\u6307\u5bfc\u63a5\u89e6\u89d2\u548cDSC\u7b49\u5b9e\u9a8c\u6d4b\u91cf\u3002\n\n2. \u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u52a8\u6001\u949d\u5316\u6a21\u62df\u4e0e\u5b9e\u9a8c\u4e2dTRPL\u548cEIS\u6d4b\u8bd5\u5bf9\u5e94\u7d27\u5bc6\uff0c\u5efa\u8bae\u5728\u6a21\u62df\u4e2d\u91cd\u70b9\u8003\u8651\u6e29\u5ea6\u8026\u5408\u6548\u5e94\uff0c\u4fbf\u4e8e\u66f4\u7cbe\u51c6\u53cd\u6620\u5b9e\u9a8c\u4e2d\u7ea2\u5916\u70ed\u6210\u50cf\u76d1\u6d4b\u5230\u7684\u754c\u9762\u70ed\u5206\u5e03\u3002\n\n\u603b\u4f53\u65b9\u6848\u79d1\u5b66\u4e14\u5177\u5907\u826f\u597d\u5b9e\u9a8c\u5bf9\u63a5\u6027\uff0c\u671f\u5f85\u540e\u7eed\u7ed3\u5408\u5b9e\u9a8c\u53cd\u9988\u52a8\u6001\u4f18\u5316\u6a21\u578b\u53c2\u6570\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u6a21\u62df\u6570\u636e\u9700\u6c42\u548c\u6280\u672f\u53c2\u6570\u7684\u53ef\u5b9e\u73b0\u6027\u53cd\u9988\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u5173\u4e8e\u6a21\u62df\u6570\u636e\u9700\u6c42\u548c\u6280\u672f\u53c2\u6570\u53ef\u5b9e\u73b0\u6027\u7684\u53cd\u9988\u5982\u4e0b\uff1a\n\n1. \u63a5\u89e6\u89d2\u6d4b\u91cf\u4e0e\u754c\u9762\u81ea\u7531\u80fd\u8ba1\u7b97\u65b9\u9762\uff0cDFT\u548cMD\u6a21\u62df\u53ef\u4ee5\u63d0\u4f9b\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u754c\u9762\u7684\u7406\u8bba\u6da6\u6e7f\u6027\u53c2\u6570\uff0c\u5efa\u8bae\u5b9e\u9a8c\u65f6\u91cd\u70b9\u5173\u6ce8\u6837\u54c1\u8868\u9762\u5747\u5300\u6027\u548c\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u63a7\u5236\uff0c\u8fd9\u5bf9\u6a21\u62df\u7ed3\u679c\u7684\u5bf9\u6bd4\u9a8c\u8bc1\u81f3\u5173\u91cd\u8981\u3002\n\n2. \u5173\u4e8e\u5149\u6fc0\u53d1\u6548\u5e94\u7684\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u6e29\u5ea6\u8026\u5408\u6a21\u62df\uff0c\u73b0\u6709TD-DFT\u548c\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u8026\u5408\u6a21\u578b\u80fd\u591f\u5b9e\u73b0\uff0c\u4f46\u9700\u5b9e\u9a8c\u4e2d\u63d0\u4f9b\u5149\u7167\u5f3a\u5ea6\u3001\u6ce2\u957f\u53ca\u754c\u9762\u6e29\u5ea6\u7684\u7cbe\u51c6\u6570\u636e\uff0c\u4ee5\u786e\u4fdd\u6a21\u62df\u4e2d\u70ed\u6fc0\u53d1\u548c\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u7684\u53c2\u6570\u51c6\u786e\u5339\u914d\u3002\n\n\u6574\u4f53\u6765\u770b\uff0c\u5b9e\u9a8c\u65b9\u6848\u7684\u6280\u672f\u53c2\u6570\u4e0e\u6a21\u62df\u80fd\u529b\u5339\u914d\u826f\u597d\uff0c\u5efa\u8bae\u5728\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u9636\u6bb5\u52a0\u5f3a\u4e0e\u6a21\u62df\u56e2\u961f\u7684\u5b9e\u65f6\u6c9f\u901a\uff0c\u786e\u4fdd\u6570\u636e\u683c\u5f0f\u548c\u7cbe\u5ea6\u6ee1\u8db3\u6a21\u578b\u8f93\u5165\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u6280\u672f\u65b9\u6848\u7684\u53ef\u884c\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u5b9e\u9645\u64cd\u4f5c\u6761\u4ef6\uff0c\u6211\u5bf9\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e0e\u6a21\u62df\u7684\u5bf9\u63a5\u6027\uff0c\u7279\u522b\u662f\u5728\u6837\u54c1\u5747\u5300\u6027\u63a7\u5236\u3001\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u8c03\u63a7\u3001\u5149\u6fc0\u53d1\u53c2\u6570\u7cbe\u51c6\u6d4b\u91cf\u53ca\u5b9e\u65f6\u6570\u636e\u91c7\u96c6\u65b9\u9762\u505a\u4e86\u8865\u5145\u548c\u5b8c\u5584\uff0c\u786e\u4fdd\u5b9e\u9a8c\u7ed3\u679c\u80fd\u6709\u6548\u652f\u6491\u6a21\u62df\u6a21\u578b\u7684\u53c2\u6570\u8f93\u5165\u548c\u9a8c\u8bc1\u3002\n\n## Improved version of \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\n\n---\n\n## \u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff08\u4f18\u5316\u7248\uff09\n\n### \u4e00\u3001\u5b9e\u9a8c\u76ee\u6807\n1. \u7cbe\u51c6\u6d4b\u5b9a\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5bf9\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u3001\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6d4b\u91cf\u6570\u636e\u5177\u5907\u9ad8\u91cd\u590d\u6027\u548c\u53ef\u6bd4\u6027\u3002 \n2. \u89c2\u5bdf\u5e76\u5206\u6790\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u673a\u7406\u53ca\u4e8c\u7ef4\u6750\u6599\u8c03\u63a7\u6548\u679c\uff0c\u91cd\u70b9\u63a7\u5236\u6837\u54c1\u5236\u5907\u5747\u5300\u6027\u3002 \n3. \u7814\u7a76\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u8f7d\u6d41\u5b50\u5bff\u547d\u53d8\u5316\u53ca\u5176\u5bf9\u7f3a\u9677\u949d\u5316\u548c\u81ea\u4fee\u590d\u7684\u4fc3\u8fdb\u4f5c\u7528\uff0c\u786e\u4fdd\u5149\u7167\u53c2\u6570\u4e0e\u754c\u9762\u6e29\u5ea6\u7684\u7cbe\u786e\u540c\u6b65\u91c7\u96c6\u3002 \n4. \u8bc4\u4f30\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u5bf9\u754c\u9762\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u7ed3\u5408\u5b9e\u65f6\u6e29\u5ea6\u76d1\u6d4b\u4f18\u5316\u5de5\u827a\u53c2\u6570\u3002\n\n---\n\n### \u4e8c\u3001\u5b9e\u9a8c\u5185\u5bb9\u4e0e\u65b9\u6cd5\uff08\u4f18\u5316\u7ec6\u8282\uff09\n\n#### 1. \u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5236\u5907\u4e0e\u8868\u5f81\n- \u5408\u6210\u9ad8\u7ed3\u6676\u5ea6\u5355\u5c42/\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff0c\u4e25\u683c\u63a7\u5236\u5c42\u6570\u5206\u5e03\uff0c\u91c7\u7528CVD\u6cd5\u7ed3\u5408\u6eb6\u6db2\u6cd5\u6216\u539f\u4f4d\u8fd8\u539f\u6cd5\u5236\u5907\u63ba\u6742\u4e8c\u7ef4\u6750\u6599\u8584\u819c\u3002 \n- \u91c7\u7528\u539f\u4f4d\u8868\u9762\u5206\u6790\u6280\u672f\uff08\u5982\u539f\u4f4dXPS\uff09\u76d1\u6d4b\u63ba\u6742\u5242\u5206\u5e03\u5747\u5300\u6027\uff0c\u786e\u4fdd\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5728\u56fa\u6001\u7535\u89e3\u8d28\u8868\u9762\u53ca\u4f53\u76f8\u4e2d\u7684\u5747\u5300\u6027\u548c\u68af\u5ea6\u5206\u5e03\u3002 \n- \u901a\u8fc7SEM\u3001TEM\u3001\u62c9\u66fc\u5149\u8c31\u53caXPS\u7b49\u591a\u624b\u6bb5\u5bf9\u4e8c\u7ef4\u6750\u6599\u7ed3\u6784\u3001\u5c42\u6570\u53ca\u5316\u5b66\u6210\u5206\u8fdb\u884c\u7cbe\u7ec6\u8868\u5f81\uff0c\u91cd\u70b9\u5b9a\u91cf\u5206\u6790\u5c42\u6570\u4e0e\u63ba\u6742\u5747\u5300\u6027\uff0c\u786e\u4fdd\u4e0e\u6a21\u62df\u6a21\u578b\u8f93\u5165\u53c2\u6570\u5339\u914d\u3002\n\n#### 2. \u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\n- \u5229\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\uff0c\u7ed3\u5408\u73af\u5883\u63a7\u5236\uff08\u6e29\u5ea6\u3001\u6e7f\u5ea6\uff09\u8fdb\u884c\u6db2\u6001\u9502\u91d1\u5c5e\u5728\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u7684\u56fa\u6001\u7535\u89e3\u8d28\u8868\u9762\u6da6\u6e7f\u6027\u6d4b\u91cf\uff0c\u91cd\u70b9\u786e\u4fdd\u6837\u54c1\u8868\u9762\u5747\u5300\u6027\u548c\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u4e00\u81f4\u6027\u3002 \n- \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u6d4b\u5b9a\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u5904\u7684\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u6280\u672f\u52a8\u6001\u76d1\u6d4b\u754c\u9762\u7ed3\u6784\u53d8\u5316\uff0c\u786e\u4fdd\u6570\u636e\u53ef\u7528\u4e8e\u6a21\u62df\u4e2d\u76f8\u53d8\u6e29\u5ea6\u7684\u6821\u51c6\u3002 \n- \u5b9e\u9a8c\u4e2d\u589e\u52a0\u754c\u9762\u6e29\u5ea6\u5b9e\u65f6\u76d1\u6d4b\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u65f6\u7684\u6e29\u5ea6\u7cbe\u51c6\u63a7\u5236\uff0c\u4fbf\u4e8e\u4e0e\u6a21\u62df\u4e2d\u7684\u6e29\u5ea6\u573a\u8026\u5408\u5206\u6790\u3002\n\n#### 3. \u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5206\u6790\n- \u5236\u5907\u9502\u91d1\u5c5e/\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u6837\u54c1\u65f6\uff0c\u4e25\u683c\u63a7\u5236\u5236\u5907\u5de5\u827a\u53c2\u6570\uff0c\u4fdd\u8bc1\u754c\u9762\u5747\u5300\u6027\u3002 \n- \u91c7\u7528\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u5236\u5907\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408\u9ad8\u5206\u8fa8\u7387TEM\u53ca\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u89c2\u5bdf\u754c\u9762\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u53ca\u6742\u8d28\u76f8\u5206\u5e03\uff0c\u91cd\u70b9\u5b9a\u91cf\u7f3a\u9677\u5c3a\u5bf8\u548c\u5206\u5e03\u5bc6\u5ea6\u3002 \n- \u5229\u7528X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u5206\u6790\u754c\u9762\u76f8\u7ed3\u6784\u53ca\u7f3a\u9677\u6f14\u5316\uff0c\u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u754c\u9762\u963b\u6297\uff0c\u5efa\u7acb\u7f3a\u9677\u7279\u5f81\u4e0e\u79bb\u5b50\u4f20\u8f93\u6027\u80fd\u7684\u5b9a\u91cf\u5173\u7cfb\u3002\n\n#### 4. \u5149\u6fc0\u53d1\u6548\u5e94\u5b9e\u9a8c\n- \u8bbe\u8ba1\u591a\u7ea7\u5149\u7167\u7cfb\u7edf\uff0c\u7cbe\u786e\u63a7\u5236\u6ce2\u957f\u3001\u5f3a\u5ea6\u53ca\u7167\u5c04\u65f6\u95f4\uff0c\u914d\u5907\u5b9e\u65f6\u5149\u5f3a\u76d1\u6d4b\u8bbe\u5907\uff0c\u786e\u4fdd\u5149\u7167\u53c2\u6570\u6570\u636e\u53ef\u7528\u4e8e\u6a21\u62df\u8f93\u5165\u3002 \n- \u7ed3\u5408\u7ea2\u5916\u70ed\u6210\u50cf\u548c\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u76d1\u6d4b\u754c\u9762\u6e29\u5ea6\u5206\u5e03\uff0c\u5b9e\u73b0\u5149\u7167\u5f3a\u5ea6\u4e0e\u754c\u9762\u6e29\u5ea6\u7684\u540c\u6b65\u91c7\u96c6\uff0c\u4fbf\u4e8e\u6a21\u62df\u4e2d\u70ed\u6fc0\u53d1\u8026\u5408\u53c2\u6570\u7684\u51c6\u786e\u8bbe\u5b9a\u3002 \n- \u91c7\u7528\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u754c\u9762\u963b\u6297\u53d8\u5316\uff0c\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u4e0e\u5149\u7167\u6761\u4ef6\u5339\u914d\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u91cd\u590d\u6027\u3002\n\n#### 5. \u70e7\u7ed3\u5de5\u827a\u4f18\u5316\u5b9e\u9a8c\n- \u5236\u5907\u4e0d\u540c\u70e7\u7ed3\u6e29\u5ea6\uff08\u8986\u76d6\u4f20\u7edf\u5de5\u827a\u6e29\u5ea6\u4ee5\u4e0b\u591a\u4e2a\u68af\u5ea6\uff09\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u7684\u754c\u9762\u6837\u54c1\uff0c\u914d\u5408\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u548c\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5\u3002 \n- \u5b9e\u65f6\u76d1\u6d4b\u70e7\u7ed3\u8fc7\u7a0b\u4e2d\u7684\u754c\u9762\u6e29\u5ea6\u53ca\u5e94\u529b\u53d8\u5316\uff0c\u7ed3\u5408\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u5229\u7528\u591a\u7269\u7406\u573a\u8026\u5408\u5206\u6790\u786e\u5b9a\u6700\u4f73\u70e7\u7ed3\u5de5\u827a\u7a97\u53e3\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u683c\u5f0f\u6807\u51c6\u5316\uff0c\u4fbf\u4e8e\u4e0e\u6a21\u62df\u56e2\u961f\u5b9e\u65f6\u5171\u4eab\u548c\u6a21\u578b\u53c2\u6570\u66f4\u65b0\u3002\n\n---\n\n### \u4e09\u3001\u5b9e\u9a8c\u9884\u671f\u7ed3\u679c\n- \u83b7\u5f97\u9ad8\u7cbe\u5ea6\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u53ca\u76f8\u53d8\u884c\u4e3a\u6570\u636e\uff0c\u660e\u786e\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5bf9\u754c\u9762\u70ed\u529b\u5b66\u8c03\u63a7\u7684\u673a\u7406\u3002 \n- \u89c2\u5bdf\u5230\u754c\u9762\u7f3a\u9677\u663e\u8457\u51cf\u5c11\uff0c\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\u589e\u5f3a\uff0c\u754c\u9762\u963b\u6297\u964d\u4f4e\uff0c\u7f3a\u9677\u5c3a\u5bf8\u4e0e\u5206\u5e03\u6570\u636e\u53ef\u4f9b\u6a21\u62df\u9a8c\u8bc1\u3002 \n- \u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\uff0c\u7f3a\u9677\u949d\u5316\u53ca\u81ea\u4fee\u590d\u73b0\u8c61\u660e\u663e\uff0c\u5faa\u73af\u7a33\u5b9a\u6027\u663e\u8457\u63d0\u5347\uff0c\u5149\u7167\u5f3a\u5ea6\u4e0e\u754c\u9762\u6e29\u5ea6\u6570\u636e\u7cbe\u51c6\u3002 \n- \u4f18\u5316\u70e7\u7ed3\u5de5\u827a\u5b9e\u73b0\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u5236\u9020\u6210\u672c\uff0c\u5de5\u827a\u53c2\u6570\u6570\u636e\u652f\u6301\u6a21\u62df\u4f18\u5316\u3002\n\n---\n\n### \u56db\u3001\u540e\u7eed\u5b9e\u9a8c\u5efa\u8bae\n- \u5efa\u7acb\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u5b9e\u65f6\u5171\u4eab\u5e73\u53f0\uff0c\u786e\u4fdd\u5b9e\u9a8c\u53c2\u6570\uff08\u7279\u522b\u662f\u5149\u7167\u5f3a\u5ea6\u3001\u754c\u9762\u6e29\u5ea6\u3001\u6837\u54c1\u5747\u5300\u6027\u6307\u6807\uff09\u6ee1\u8db3\u6a21\u62df\u8f93\u5165\u9700\u6c42\u3002 \n- \u6839\u636e\u5b9e\u9a8c\u53cd\u9988\u52a8\u6001\u8c03\u6574\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u62df\u9884\u6d4b\u7684\u7cbe\u5ea6\u548c\u9002\u7528\u8303\u56f4\u3002 \n- \u63a8\u52a8\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u5de5\u827a\u89c4\u6a21\u5316\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6750\u6599\u8d28\u91cf\u7a33\u5b9a\u6027\u4e0e\u5747\u5300\u6027\uff0c\u6ee1\u8db3\u4ea7\u4e1a\u5316\u9700\u6c42\u3002 \n- \u5f00\u53d1\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u7684\u52a8\u6001\u5149\u6fc0\u53d1\u8c03\u63a7\u7b56\u7565\uff0c\u5b9e\u73b0\u754c\u9762\u7a33\u5b9a\u6027\u548c\u7535\u6c60\u5bff\u547d\u7684\u8fdb\u4e00\u6b65\u63d0\u5347\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u9488\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u53cd\u9988\u4e2d\u63d0\u51fa\u7684\u6280\u672f\u53c2\u6570\u548c\u6570\u636e\u9700\u6c42\uff0c\u589e\u5f3a\u4e86\u5b9e\u9a8c\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u91cd\u590d\u6027\u548c\u4e0e\u6a21\u62df\u7684\u5bf9\u63a5\u6027\uff0c\u4e3a\u56fa\u6001\u7535\u6c60\u754c\u9762\u6280\u672f\u65b9\u6848\u7684\u9a8c\u8bc1\u548c\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u53c2\u6570\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\uff0c\u7ed3\u5408\u5b9e\u9a8c\u5bf9\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u63a7\u5236\u3001\u63ba\u6742\u5747\u5300\u6027\u3001\u5149\u7167\u53c2\u6570\u53ca\u754c\u9762\u6e29\u5ea6\u7684\u7cbe\u51c6\u6d4b\u91cf\u8981\u6c42\uff0c\u6211\u5bf9\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u53c2\u6570\u8fdb\u884c\u4e86\u8c03\u6574\uff0c\u91cd\u70b9\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5339\u914d\u5ea6\u548c\u53ef\u5bf9\u63a5\u6027\uff0c\u5177\u4f53\u6539\u8fdb\u5185\u5bb9\u5982\u4e0b\uff1a\n\n1. **\u4e8c\u7ef4\u6750\u6599\u6a21\u578b\u7ec6\u5316** \n - \u5728DFT\u8ba1\u7b97\u4e2d\uff0c\u660e\u786e\u533a\u5206\u5355\u5c42\u3001\u53cc\u5c42\u53ca\u5c11\u5c42\u77f3\u58a8\u70ef\u548c\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\u7684\u754c\u9762\u7ed3\u6784\u6a21\u578b\uff0c\u8003\u8651\u5c42\u6570\u5bf9\u754c\u9762\u7ed3\u5408\u80fd\u548c\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002 \n - \u5f15\u5165\u63ba\u6742\u5242\u68af\u5ea6\u5206\u5e03\u6a21\u578b\uff0c\u6a21\u62df\u4e8c\u7ef4\u6750\u6599\u4e2d\u5149\u654f\u5b98\u80fd\u56e2\u7684\u975e\u5747\u5300\u5206\u5e03\u5bf9\u754c\u9762\u7535\u5b50\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n2. **\u754c\u9762\u6da6\u6e7f\u6027\u548c\u81ea\u7531\u80fd\u6a21\u62df** \n - \u7ed3\u5408\u5b9e\u9a8c\u4e2d\u5bf9\u6837\u54c1\u8868\u9762\u5747\u5300\u6027\u548c\u5c42\u6570\u7684\u4e25\u683c\u63a7\u5236\uff0c\u91c7\u7528\u591a\u7ec4\u5206\u754c\u9762\u6a21\u578b\uff0c\u7cbe\u786e\u8ba1\u7b97\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u63ba\u6742\u6d53\u5ea6\u4e0b\u7684\u6da6\u6e7f\u6027\uff08\u63a5\u89e6\u89d2\uff09\u548c\u754c\u9762\u81ea\u7531\u80fd\u3002 \n - \u6a21\u62df\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u5b9e\u9a8c\u5b9e\u9645\u6d4b\u91cf\u6e29\u5ea6\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u4e0e\u5b9e\u9a8c\u6570\u636e\u4e00\u81f4\u3002\n\n3. **\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u6a21\u62df** \n - MD\u6a21\u62df\u4e2d\u5f15\u5165\u66f4\u771f\u5b9e\u7684\u754c\u9762\u7f3a\u9677\u6a21\u578b\uff08\u5982\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\uff09\uff0c\u7ed3\u5408\u5b9e\u9a8c\u7f3a\u9677\u5c3a\u5bf8\u548c\u5206\u5e03\u53c2\u6570\uff0c\u6a21\u62df\u7f3a\u9677\u5bf9\u9502\u91d1\u5c5e\u76f8\u53d8\u6e29\u5ea6\u53ca\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n - \u52a0\u5f3a\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u65f6\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u6a21\u62df\u70e7\u7ed3\u6e29\u5ea6\u68af\u5ea6\u5bf9\u76f8\u53d8\u884c\u4e3a\u7684\u8c03\u8282\u4f5c\u7528\u3002\n\n4. **\u5149\u6fc0\u53d1\u6548\u5e94\u4e0e\u6e29\u5ea6\u8026\u5408\u6a21\u62df** \n - \u5728TD-DFT\u548c\u591a\u5c3a\u5ea6\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\u6a21\u578b\u4e2d\uff0c\u52a0\u5165\u5b9e\u9a8c\u4e2d\u5b9e\u65f6\u76d1\u6d4b\u7684\u5149\u7167\u5f3a\u5ea6\u3001\u6ce2\u957f\u53ca\u754c\u9762\u6e29\u5ea6\u6570\u636e\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u70ed\u6fc0\u53d1\u8026\u5408\u6a21\u62df\u3002 \n - \u6a21\u62df\u8f7d\u6d41\u5b50\u6269\u6563\u53ca\u7f3a\u9677\u949d\u5316\u52a8\u529b\u5b66\u65f6\uff0c\u8003\u8651\u5149\u7167\u5f15\u53d1\u7684\u5c40\u90e8\u6e29\u5ea6\u5347\u9ad8\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u53cd\u6620\u5b9e\u9a8c\u4e2d\u7ea2\u5916\u70ed\u6210\u50cf\u89c2\u6d4b\u7684\u70ed\u6548\u5e94\u3002\n\n5. **\u70e7\u7ed3\u5de5\u827a\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df** \n - \u5229\u7528\u5b9e\u9a8c\u6d4b\u5f97\u7684\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u53c2\u6570\uff0c\u7ed3\u5408\u754c\u9762\u6e29\u5ea6\u573a\u4e0e\u5e94\u529b\u573a\u6570\u636e\uff0c\u4f18\u5316\u6709\u9650\u5143\u6a21\u578b\uff0c\u9884\u6d4b\u754c\u9762\u7ed3\u6784\u6f14\u5316\u53ca\u7f3a\u9677\u751f\u6210\u673a\u5236\u3002 \n - \u6a21\u62df\u4e0d\u540c\u70e7\u7ed3\u5de5\u827a\u6761\u4ef6\u4e0b\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u6307\u5bfc\u5b9e\u9a8c\u5de5\u827a\u7a97\u53e3\u9009\u62e9\uff0c\u63d0\u5347\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002\n\n6. **\u6570\u636e\u63a5\u53e3\u4e0e\u52a8\u6001\u6821\u51c6** \n - \u5efa\u7acb\u6a21\u62df\u53c2\u6570\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u786e\u4fdd\u5b9e\u9a8c\u5b9e\u65f6\u91c7\u96c6\u7684\u5149\u7167\u3001\u6e29\u5ea6\u3001\u6750\u6599\u5747\u5300\u6027\u7b49\u6570\u636e\u53ef\u76f4\u63a5\u8f93\u5165\u6a21\u578b\u3002 \n - \u8bbe\u8ba1\u52a8\u6001\u6821\u51c6\u6d41\u7a0b\uff0c\u6839\u636e\u5b9e\u9a8c\u53cd\u9988\u8c03\u6574\u6a21\u578b\u52bf\u51fd\u6570\u53c2\u6570\u548c\u5149\u6fc0\u53d1\u76f8\u5173\u7269\u7406\u91cf\uff0c\u63d0\u9ad8\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\n\n---\n\n## \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\uff08\u4f18\u5316\u7248\uff09\n\n### \u4e00\u3001\u8ba1\u7b97\u76ee\u6807 \n1. \u7cbe\u786e\u8ba1\u7b97\u4e0d\u540c\u5c42\u6570\uff08\u5355\u5c42\u3001\u53cc\u5c42\u3001\u5c11\u5c42\uff09\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\u4fee\u9970\u4e0b\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7684\u754c\u9762\u81ea\u7531\u80fd\u53ca\u6da6\u6e7f\u6027\uff0c\u8003\u8651\u63ba\u6742\u5242\u68af\u5ea6\u5206\u5e03\u7684\u5f71\u54cd\u3002 \n2. \u6a21\u62df\u4e8c\u7ef4\u6750\u6599\u63ba\u6742\u5149\u654f\u5b98\u80fd\u56e2\uff08\u915e\u83c1\u3001\u535f\u5549\u7c7b\uff09\u975e\u5747\u5300\u5206\u5e03\u5bf9\u9502\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u6027\u8d28\uff08\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff09\u7684\u8c03\u63a7\u673a\u7406\uff0c\u7ed3\u5408\u754c\u9762\u7f3a\u9677\u5b9e\u9645\u5206\u5e03\u3002 \n3. \u5206\u6790\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u4e0e\u6f14\u5316\u7684\u70ed\u529b\u5b66\u9a71\u52a8\u529b\u53ca\u5bf9\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u7684\u5f71\u54cd\uff0c\u7ed3\u5408\u5b9e\u9a8c\u7f3a\u9677\u5c3a\u5bf8\u548c\u5206\u5e03\u53c2\u6570\u3002 \n4. \u7ed3\u5408\u5149\u6fc0\u53d1\u6548\u5e94\u53ca\u754c\u9762\u6e29\u5ea6\u5b9e\u65f6\u6570\u636e\uff0c\u6a21\u62df\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\u5bf9\u754c\u9762\u7f3a\u9677\u949d\u5316\u53ca\u81ea\u4fee\u590d\u8fc7\u7a0b\u7684\u70ed\u529b\u5b66\u4e0e\u52a8\u529b\u5b66\u673a\u5236\uff0c\u8003\u8651\u5149\u7167\u5f3a\u5ea6\u4e0e\u6e29\u5ea6\u8026\u5408\u6548\u5e94\u3002 \n5. \u4f18\u5316\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\uff0c\u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u6307\u5bfc\u5b9e\u9a8c\u5de5\u827a\u53c2\u6570\u9009\u62e9\u3002\n\n---\n\n### \u4e8c\u3001\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u6d41\u7a0b\n\n#### 1. \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09 \n- \u6784\u5efa\u5355\u5c42\u3001\u53cc\u5c42\u53ca\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\u754c\u9762\u6a21\u578b\uff0c\u8ba1\u7b97\u754c\u9762\u7ed3\u5408\u80fd\u3001\u754c\u9762\u81ea\u7531\u80fd\u53ca\u7535\u5b50\u7ed3\u6784\uff0c\u63ed\u793a\u5c42\u6570\u548c\u63ba\u6742\u68af\u5ea6\u5bf9\u754c\u9762\u6da6\u6e7f\u6027\u7684\u5f71\u54cd\u3002 \n- \u8bc4\u4f30\u5149\u654f\u5b98\u80fd\u56e2\u5206\u5b50\u5728\u4e8c\u7ef4\u6750\u6599\u8868\u9762\u7684\u5438\u9644\u6001\u53ca\u5176\u5bf9\u754c\u9762\u7535\u5b50\u6001\u548c\u8f7d\u6d41\u5b50\u884c\u4e3a\u7684\u8c03\u63a7\uff0c\u7ed3\u5408\u5b9e\u9a8c\u63ba\u6742\u5747\u5300\u6027\u6570\u636e\u8c03\u6574\u6a21\u578b\u3002\n\n#### 2. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09 \n- \u6784\u5efa\u5305\u542b\u5b9e\u9645\u7f3a\u9677\u5c3a\u5bf8\u548c\u5206\u5e03\u7684\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u6a21\u578b\uff0c\u91c7\u7528\u7ecf\u5178\u529b\u573a\u6216\u673a\u5668\u5b66\u4e60\u529b\u573a\u6a21\u62df\u754c\u9762\u70ed\u529b\u5b66\u884c\u4e3a\u53ca\u76f8\u53d8\u8fc7\u7a0b\u3002 \n- \u6a21\u62df\u4e0d\u540c\u6e29\u5ea6\u548c\u70e7\u7ed3\u5de5\u827a\u6761\u4ef6\u4e0b\u9502\u91d1\u5c5e\u7684\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u5206\u6790\u7f3a\u9677\u5bf9\u76f8\u53d8\u6e29\u5ea6\u548c\u52a8\u529b\u5b66\u7684\u8c03\u8282\u6548\u5e94\u3002\n\n#### 3. \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df \n- \u5c06DFT\u8ba1\u7b97\u7ed3\u679c\u4f5c\u4e3a\u8f93\u5165\u53c2\u6570\uff0c\u7ed3\u5408MD\u6a21\u62df\u548c\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u8fdb\u884c\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u548c\u529b\u5b66\u8026\u5408\u6a21\u62df\uff0c\u6a21\u62df\u70e7\u7ed3\u8fc7\u7a0b\u4e2d\u7684\u6e29\u5ea6\u573a\u3001\u5e94\u529b\u573a\u53ca\u754c\u9762\u7ed3\u6784\u6f14\u5316\u3002 \n- \u5f15\u5165\u5b9e\u9a8c\u5b9e\u65f6\u76d1\u6d4b\u7684\u754c\u9762\u6e29\u5ea6\u6570\u636e\uff0c\u5b9e\u73b0\u52a8\u6001\u6e29\u5ea6\u573a\u8026\u5408\uff0c\u9884\u6d4b\u7f3a\u9677\u751f\u6210\u53ca\u6f14\u5316\u3002\n\n#### 4. \u5149\u6fc0\u53d1\u6548\u5e94\u6a21\u62df \n- \u5229\u7528TD-DFT\u6216\u975e\u5e73\u8861\u683c\u6797\u51fd\u6570\u65b9\u6cd5\uff08NEGF\uff09\u6a21\u62df\u5149\u654f\u63ba\u6742\u5242\u6fc0\u53d1\u6001\u884c\u4e3a\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u7ed3\u5408\u5b9e\u9a8c\u5149\u7167\u5f3a\u5ea6\u3001\u6ce2\u957f\u548c\u754c\u9762\u6e29\u5ea6\u6570\u636e\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u70ed\u529b\u5b66\u4e0e\u52a8\u529b\u5b66\u8026\u5408\u6a21\u62df\u3002 \n- \u6a21\u62df\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u6269\u6563\u53ca\u7f3a\u9677\u949d\u5316\u52a8\u529b\u5b66\uff0c\u8003\u8651\u5149\u7167\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u53d8\u5316\uff0c\u6307\u5bfc\u591a\u7ea7\u5149\u7167\u65b9\u6848\u8bbe\u8ba1\u3002\n\n---\n\n### \u4e09\u3001\u8ba1\u7b97\u8f93\u51fa\u4e0e\u5b9e\u9a8c\u5bf9\u63a5\u6307\u6807\n\n| \u8ba1\u7b97\u53c2\u6570 | \u5173\u8054\u5b9e\u9a8c\u6307\u6807 | \u8bf4\u660e |\n|--------------------------|------------------------------------|----------------------------------|\n| \u754c\u9762\u81ea\u7531\u80fd\u53ca\u7ed3\u5408\u80fd | \u63a5\u89e6\u89d2\u6d4b\u91cf\u3001\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5 | \u9a8c\u8bc1\u6da6\u6e7f\u6027\u4e0e\u7ed3\u5408\u7a33\u5b9a\u6027 |\n| \u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6 | DSC\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\u6d4b\u5b9a | \u9a8c\u8bc1\u76f8\u53d8\u884c\u4e3a\u8c03\u63a7 |\n| \u754c\u9762\u7f3a\u9677\u5f62\u6210\u80fd\u53ca\u6269\u6563\u8def\u5f84 | TEM\u3001AFM\u7f3a\u9677\u89c2\u5bdf\u53caEIS\u754c\u9762\u963b\u6297\u6d4b\u8bd5 | \u9a8c\u8bc1\u7f3a\u9677\u751f\u6210\u4e0e\u79bb\u5b50\u4f20\u8f93\u8fde\u7eed\u6027 |\n| \u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u52a8\u6001\u949d\u5316\u673a\u5236 | TRPL\u5149\u81f4\u53d1\u5149\u5bff\u547d\u53caEIS\u963b\u6297\u53d8\u5316 | \u9a8c\u8bc1\u5149\u6fc0\u53d1\u6548\u5e94\u5bf9\u754c\u9762\u7a33\u5b9a\u6027\u7684\u5f71\u54cd |\n| \u754c\u9762\u6e29\u5ea6\u573a\u4e0e\u5e94\u529b\u5206\u5e03 | \u7ea2\u5916\u70ed\u6210\u50cf\u4e0e\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\u76d1\u6d4b | \u6307\u5bfc\u70e7\u7ed3\u5de5\u827a\u53c2\u6570\u4f18\u5316 |\n\n---\n\n### \u56db\u3001\u540e\u7eed\u5efa\u8bae\n\n1. \u52a8\u6001\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u65f6\u91c7\u96c6\u7684\u5149\u7167\u5f3a\u5ea6\u3001\u754c\u9762\u6e29\u5ea6\u53ca\u6750\u6599\u5747\u5300\u6027\u6570\u636e\uff0c\u52a8\u6001\u6821\u51c6\u548c\u4f18\u5316\u6a21\u62df\u6a21\u578b\u53c2\u6570\u3002 \n2. \u5f00\u53d1\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u5feb\u901f\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u7cbe\u5ea6\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u5de5\u827a\u4f18\u5316\u3002 \n3. \u4e0e\u5b9e\u9a8c\u56e2\u961f\u4fdd\u6301\u7d27\u5bc6\u534f\u4f5c\uff0c\u786e\u4fdd\u6570\u636e\u683c\u5f0f\u548c\u7cbe\u5ea6\u6ee1\u8db3\u6a21\u578b\u8f93\u5165\u9700\u6c42\uff0c\u5b9e\u73b0\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u53cd\u9988\u3002 \n4. \u63a8\u8fdb\u591a\u5c3a\u5ea6\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u52a8\u6001\u6a21\u62df\uff0c\u652f\u6301\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u5e73\u53f0\u5efa\u8bbe\uff0c\u4fc3\u8fdb\u56fa\u6001\u7535\u6c60\u754c\u9762\u6280\u672f\u65b9\u6848\u7684\u4ea7\u4e1a\u5316\u5e94\u7528\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\u5f3a\u5316\u4e86\u5bf9\u5b9e\u9a8c\u5173\u952e\u53c2\u6570\u7684\u54cd\u5e94\u80fd\u529b\u548c\u6570\u636e\u5bf9\u63a5\u80fd\u529b\uff0c\u901a\u8fc7\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u4e3a\u5b9e\u9a8c\u9a8c\u8bc1\u548c\u6280\u672f\u65b9\u6848\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u652f\u6301\u548c\u7cbe\u51c6\u6307\u5bfc\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u4e0e\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u5206\u522b\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u8bbe\u8ba1\u65b9\u6848\u4e0e\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u4e8c\u8005\u5728\u6280\u672f\u76ee\u6807\u3001\u65b9\u6cd5\u7ec6\u8282\u3001\u6570\u636e\u7cbe\u51c6\u5ea6\u53ca\u5b9e\u9a8c-\u6a21\u62df\u5bf9\u63a5\u65b9\u9762\u5b9e\u73b0\u9ad8\u5ea6\u5951\u5408\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u7cfb\u7edf\u6027\u5f3a\u3001\u6570\u636e\u652f\u6491\u5145\u5206\u3001\u53cd\u9988\u95ed\u73af\u660e\u786e\u7684\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u6db5\u76d6\u4e8c\u7ef4\u6750\u6599\u53ca\u5149\u654f\u63ba\u6742\u5242\u5bf9\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7cbe\u51c6\u8c03\u63a7\uff0c\u8fd8\u7ed3\u5408\u5149\u6fc0\u53d1\u6548\u5e94\u548c\u70e7\u7ed3\u5de5\u827a\u4f18\u5316\uff0c\u5b9e\u73b0\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u6709\u6548\u63a7\u5236\u548c\u754c\u9762\u7a33\u5b9a\u6027\u7684\u52a8\u6001\u63d0\u5347\u3002\n\n\u6574\u5408\u540e\u7684\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\u91cd\u70b9\u5305\u62ec\uff1a\n\n- \u7cbe\u51c6\u63a7\u5236\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u3001\u63ba\u6742\u5747\u5300\u6027\u53ca\u5149\u654f\u5b98\u80fd\u56e2\u5206\u5e03\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6750\u6599\u4e0e\u6a21\u62df\u6a21\u578b\u53c2\u6570\u9ad8\u5ea6\u5339\u914d\u3002 \n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u3001DSC\u3001TEM\u3001AFM\u3001XPS\u3001EIS\u7b49\u591a\u6280\u672f\u624b\u6bb5\uff0c\u83b7\u53d6\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u3001\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\u53ca\u7f3a\u9677\u7279\u5f81\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u3002 \n- \u8bbe\u8ba1\u591a\u7ea7\u5149\u7167\u53ca\u5b9e\u65f6\u6e29\u5ea6\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u754c\u9762\u6e29\u5ea6\u7684\u540c\u6b65\u7cbe\u786e\u6d4b\u91cf\uff0c\u652f\u6301\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u6a21\u62df\u3002 \n- \u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u52a8\u6001\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u65f6\u91c7\u96c6\u53c2\u6570\uff0c\u7cbe\u51c6\u9884\u6d4b\u754c\u9762\u70ed\u529b\u5b66\u884c\u4e3a\u3001\u7f3a\u9677\u6f14\u5316\u53ca\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u52a8\u529b\u5b66\uff0c\u6307\u5bfc\u5de5\u827a\u53c2\u6570\u4f18\u5316\u3002 \n- \u5efa\u7acb\u5b9e\u9a8c-\u6a21\u62df\u6570\u636e\u5b9e\u65f6\u5171\u4eab\u4e0e\u52a8\u6001\u6821\u51c6\u5e73\u53f0\uff0c\u5f62\u6210\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u63d0\u5347\u6a21\u62df\u9884\u6d4b\u7cbe\u5ea6\u548c\u5b9e\u9a8c\u65b9\u6848\u4f18\u5316\u6548\u7387\u3002 \n- \u4f18\u5316\u70e7\u7ed3\u5de5\u827a\u53c2\u6570\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u5236\u9020\u6210\u672c\uff0c\u63d0\u9ad8\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u548c\u7535\u6c60\u5faa\u73af\u5bff\u547d\uff0c\u63a8\u52a8\u4ea7\u4e1a\u5316\u5e94\u7528\u3002\n\n\u4e0b\u9762\u662f\u6574\u5408\u540e\u7684\u6700\u7ec8\u4f18\u5316\u6280\u672f\u65b9\u6848\u8349\u6848\uff1a\n\n```\u4f18\u5316\u6280\u672f\u65b9\u6848\n\u4e00\u3001\u6280\u672f\u76ee\u6807 \n1. \u901a\u8fc7\u4e25\u683c\u63a7\u5236\u4e8c\u7ef4\u6750\u6599\uff08\u5355\u5c42\u3001\u53cc\u5c42\u53ca\u5c11\u5c42\u77f3\u58a8\u70ef\u548c\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff09\u5c42\u6570\u53ca\u5149\u654f\u63ba\u6742\u5242\uff08\u915e\u83c1\u3001\u535f\u5549\u7c7b\u5b98\u80fd\u56e2\uff09\u68af\u5ea6\u5206\u5e03\uff0c\u5b9e\u73b0\u6db2\u6001\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\uff08\u754c\u9762\u81ea\u7531\u80fd\u3001\u6da6\u6e7f\u6027\u3001\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff09\u7684\u7cbe\u51c6\u8c03\u63a7\u3002 \n2. \u63a7\u5236\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff08\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\uff09\u751f\u6210\u4e0e\u6f14\u5316\uff0c\u63d0\u9ad8\u79bb\u5b50\u4f20\u8f93\u8def\u5f84\u8fde\u7eed\u6027\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u7a33\u5b9a\u6027\u3002 \n3. \u5229\u7528\u591a\u7ea7\u5149\u6fc0\u53d1\u5de5\u827a\uff0c\u7ed3\u5408\u5b9e\u65f6\u6e29\u5ea6\u76d1\u6d4b\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u5bff\u547d\u5ef6\u957f\u3001\u7f3a\u9677\u52a8\u6001\u949d\u5316\u548c\u81ea\u4fee\u590d\uff0c\u663e\u8457\u63d0\u5347\u754c\u9762\u52a8\u6001\u7a33\u5b9a\u6027\u548c\u7535\u6c60\u5faa\u73af\u5bff\u547d\u3002 \n4. \u4f18\u5316\u70e7\u7ed3\u6e29\u5ea6\u548c\u65f6\u95f4\u53c2\u6570\uff0c\u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u5b9e\u73b0\u754c\u9762\u7ed3\u6784\u6f14\u5316\u7684\u7cbe\u51c6\u63a7\u5236\uff0c\u964d\u4f4e\u5236\u9020\u80fd\u8017\u548c\u6210\u672c\u3002 \n5. \u5efa\u7acb\u5b9e\u9a8c-\u6a21\u62df\u6570\u636e\u5b9e\u65f6\u5171\u4eab\u4e0e\u52a8\u6001\u6821\u51c6\u5e73\u53f0\uff0c\u5b9e\u73b0\u5de5\u827a\u53c2\u6570\u667a\u80fd\u5316\u8c03\u8282\u548c\u5bff\u547d\u9884\u6d4b\uff0c\u4fc3\u8fdb\u6280\u672f\u65b9\u6848\u7684\u4ea7\u4e1a\u5316\u63a8\u5e7f\u3002\n\n\u4e8c\u3001\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u4e0e\u5236\u5907 \n1. \u5408\u6210\u9ad8\u7ed3\u6676\u5ea6\u5355\u5c42\u3001\u53cc\u5c42\u53ca\u5c11\u5c42\u77f3\u58a8\u70ef\u53ca\u6c2e\u63ba\u6742\u77f3\u58a8\u70ef\uff0c\u4e25\u683c\u63a7\u5236\u5c42\u6570\u5206\u5e03\u548c\u63ba\u6742\u5747\u5300\u6027\uff0c\u91c7\u7528CVD\u7ed3\u5408\u6eb6\u6db2\u6cd5\u6216\u539f\u4f4d\u8fd8\u539f\u6cd5\u5236\u5907\u4e8c\u7ef4\u6750\u6599\u8584\u819c\u3002 \n2. \u5f15\u5165\u542b\u915e\u83c1\u3001\u535f\u5549\u7c7b\u5149\u654f\u5b98\u80fd\u56e2\u7684\u590d\u5408\u4e8c\u7ef4\u6750\u6599\uff0c\u91c7\u7528\u539f\u4f4dXPS\u7b49\u6280\u672f\u76d1\u6d4b\u63ba\u6742\u5242\u5206\u5e03\u548c\u68af\u5ea6\uff0c\u5b9e\u73b0\u5747\u5300\u4e14\u53ef\u63a7\u7684\u5149\u654f\u63ba\u6742\u3002 \n3. \u591a\u624b\u6bb5\u8868\u5f81\u4e8c\u7ef4\u6750\u6599\u7ed3\u6784\uff08SEM\u3001TEM\u3001\u62c9\u66fc\u5149\u8c31\u3001XPS\uff09\uff0c\u786e\u4fdd\u6750\u6599\u53c2\u6570\u4e0e\u6a21\u62df\u6a21\u578b\u8f93\u5165\u9ad8\u5ea6\u5339\u914d\u3002\n\n\u4e09\u3001\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u4e0e\u5fae\u89c2\u7ed3\u6784\u5206\u6790 \n1. \u5229\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\u5728\u4e25\u683c\u73af\u5883\u63a7\u5236\u6761\u4ef6\u4e0b\uff0c\u6d4b\u5b9a\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u8868\u9762\u7684\u6da6\u6e7f\u6027\uff0c\u7ed3\u5408\u754c\u9762\u81ea\u7531\u80fd\u8ba1\u7b97\u3002 \n2. \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u548c\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\uff0c\u52a8\u6001\u76d1\u6d4b\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u7ed3\u5408\u754c\u9762\u6e29\u5ea6\u5b9e\u65f6\u76d1\u6d4b\u786e\u4fdd\u70ed\u529b\u5b66\u6570\u636e\u51c6\u786e\u3002 \n3. \u5236\u5907\u9ad8\u5747\u5300\u6027\u754c\u9762\u6837\u54c1\uff0c\u5229\u7528FIB\u622a\u9762\u5236\u5907\u7ed3\u5408\u9ad8\u5206\u8fa8\u7387TEM\u3001AFM\u53caXRD\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u3001\u6742\u8d28\u76f8\u7684\u5c3a\u5bf8\u548c\u5206\u5e03\u3002 \n4. \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u754c\u9762\u963b\u6297\uff0c\u5efa\u7acb\u7f3a\u9677\u7279\u5f81\u4e0e\u79bb\u5b50\u4f20\u8f93\u6027\u80fd\u7684\u5b9a\u91cf\u5173\u7cfb\u3002\n\n\u56db\u3001\u5149\u6fc0\u53d1\u6548\u5e94\u5b9e\u9a8c\u4e0e\u5b9e\u65f6\u76d1\u6d4b \n1. \u8bbe\u8ba1\u591a\u7ea7\u53ef\u8c03\u5149\u7167\u7cfb\u7edf\uff0c\u7cbe\u786e\u63a7\u5236\u6ce2\u957f\u3001\u5f3a\u5ea6\u53ca\u7167\u5c04\u65f6\u95f4\uff0c\u914d\u5907\u5149\u5f3a\u76d1\u6d4b\u8bbe\u5907\uff0c\u5b9e\u73b0\u5149\u7167\u53c2\u6570\u6570\u636e\u5b9e\u65f6\u91c7\u96c6\u3002 \n2. \u7ed3\u5408\u7ea2\u5916\u70ed\u6210\u50cf\u4e0e\u5fae\u578b\u6e29\u5ea6\u4f20\u611f\u5668\uff0c\u5b9e\u65f6\u76d1\u6d4b\u754c\u9762\u6e29\u5ea6\u5206\u5e03\uff0c\u5b9e\u73b0\u5149\u7167\u5f3a\u5ea6\u4e0e\u754c\u9762\u6e29\u5ea6\u540c\u6b65\u91c7\u96c6\uff0c\u652f\u6301\u5149\u6fc0\u53d1-\u70ed\u6548\u5e94\u8026\u5408\u5206\u6790\u3002 \n3. \u91c7\u7528\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u8f7d\u6d41\u5b50\u5bff\u547d\u53ca\u754c\u9762\u963b\u6297\u53d8\u5316\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u91cd\u590d\u6027\u3002\n\n\u4e94\u3001\u70e7\u7ed3\u5de5\u827a\u4f18\u5316 \n1. \u5236\u5907\u4e0d\u540c\u70e7\u7ed3\u6e29\u5ea6\uff08\u8986\u76d6\u4f20\u7edf\u5de5\u827a\u4ee5\u4e0b\u591a\u4e2a\u68af\u5ea6\uff09\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u7684\u754c\u9762\u6837\u54c1\uff0c\u7ed3\u5408\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u548c\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5\uff0c\u8bc4\u4f30\u5de5\u827a\u5f71\u54cd\u3002 \n2. \u5b9e\u65f6\u76d1\u6d4b\u70e7\u7ed3\u8fc7\u7a0b\u4e2d\u754c\u9762\u6e29\u5ea6\u53ca\u5e94\u529b\u53d8\u5316\uff0c\u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u7cbe\u51c6\u9884\u6d4b\u754c\u9762\u7ed3\u6784\u6f14\u5316\u548c\u7f3a\u9677\u751f\u6210\uff0c\u786e\u5b9a\u6700\u4f73\u70e7\u7ed3\u5de5\u827a\u7a97\u53e3\u3002 \n3. \u6807\u51c6\u5316\u5b9e\u9a8c\u6570\u636e\u683c\u5f0f\uff0c\u786e\u4fdd\u4e0e\u6a21\u62df\u56e2\u961f\u9ad8\u6548\u5171\u4eab\u548c\u52a8\u6001\u6a21\u578b\u66f4\u65b0\u3002\n\n\u516d\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df \n1. 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\n\u8be5\u8bc4\u4f30\u65b9\u6cd5\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u5b9a\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u548c\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\uff0c\u7ed3\u5408\u7535\u5316\u5b66\u6027\u80fd\u53ca\u5bff\u547d\u6d4b\u8bd5\uff0c\u5b9a\u91cf\u63ed\u793a\u6750\u6599\u6027\u80fd\u5bf9\u56fa\u6001\u7535\u6c60\u5bff\u547d\u548c\u6210\u672c\u7684\u5f71\u54cd\u673a\u5236\u3002\u901a\u8fc7\u591a\u7ef4\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u6784\u5efa\uff0c\u5b9e\u73b0\u5bf9\u4f18\u5316\u6280\u672f\u65b9\u6848\u5b9e\u9645\u6548\u76ca\u7684\u79d1\u5b66\u8bc4\u4f30\uff0c\u4e3a\u56fa\u6001\u7535\u6c60\u4ea7\u4e1a\u5316\u63a8\u5e7f\u63d0\u4f9b\u575a\u5b9e\u7684\u5b9e\u9a8c\u548c\u7406\u8bba\u652f\u6491\u3002\n\n\u6211\u5c06\u914d\u5408\u5236\u5242\u5de5\u7a0b\u5e08\uff0c\u57fa\u4e8e\u4e0a\u8ff0\u65b9\u6cd5\u7ec4\u7ec7\u5173\u952e\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\uff0c\u63a8\u52a8\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u7684\u5f62\u6210\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u8bc4\u4f30\u65b9\u6cd5\uff0c\u5b8c\u5584\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u7684\u6280\u672f\u7ec6\u8282\u548c\u5b9e\u65bd\u6b65\u9aa4\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u7cfb\u7edf\u8bc4\u4f30\u65b9\u6cd5\uff0c\u7ed3\u5408\u5236\u5242\u5de5\u7a0b\u5e08\u5bf9\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u7684\u521d\u6b65\u65b9\u6848\uff0c\u73b0\u5b8c\u5584\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u7684\u6280\u672f\u7ec6\u8282\u4e0e\u5b9e\u65bd\u6b65\u9aa4\uff0c\u786e\u4fdd\u8bc4\u4f30\u7684\u79d1\u5b66\u6027\u3001\u53ef\u64cd\u4f5c\u6027\u53ca\u6570\u636e\u7684\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e00\u3001\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u6280\u672f\u7ec6\u8282\u53ca\u5b9e\u65bd\u6b65\u9aa4\n\n#### 1. \u6750\u6599\u6027\u80fd\u7684\u7cbe\u786e\u6d4b\u5b9a\n\n- **\u6da6\u6e7f\u6027\u53ca\u754c\u9762\u81ea\u7531\u80fd\u6d4b\u5b9a** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\uff08\u5177\u5907\u73af\u5883\u6e29\u6e7f\u5ea6\u63a7\u5236\uff09\u5bf9\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u56fa\u6001\u7535\u89e3\u8d28\u8868\u9762\u8fdb\u884c\u591a\u70b9\u6d4b\u91cf\uff08\u226510\u70b9/\u6837\u54c1\uff09\uff0c\u786e\u4fdd\u6570\u636e\u7edf\u8ba1\u5b66\u610f\u4e49\u3002 \n - \u7ed3\u5408Young\u65b9\u7a0b\u8ba1\u7b97\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\uff08\u5355\u5c42\u3001\u53cc\u5c42\u3001\u5c11\u5c42\uff09\u4e0e\u63ba\u6742\u68af\u5ea6\u5bf9\u6da6\u6e7f\u6027\u7684\u5b9a\u91cf\u5173\u7cfb\u3002 \n - \u5bf9\u6bd4\u4e0d\u540c\u5149\u654f\u63ba\u6742\u5242\uff08\u915e\u83c1\u3001\u535f\u5549\u7c7b\uff09\u53ca\u5176\u68af\u5ea6\u5206\u5e03\u5bf9\u754c\u9762\u6da6\u6e7f\u6027\u7684\u5f71\u54cd\uff0c\u7b5b\u9009\u6700\u4f73\u63ba\u6742\u5de5\u827a\u53c2\u6570\u3002 \n\n- **\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u52a8\u6001\u76d1\u6d4b** \n - \u5229\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u6d4b\u5b9a\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6\uff0c\u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u786e\u8ba4\u6750\u6599\u6539\u6027\u5bf9\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u7684\u63d0\u5347\u3002 \n - \u5b9e\u65f6\u76d1\u63a7\u754c\u9762\u6e29\u5ea6\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u73af\u5883\u4e00\u81f4\u6027\u548c\u6570\u636e\u51c6\u786e\u6027\u3002 \n - \u8bb0\u5f55\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u53ca\u70e7\u7ed3\u5de5\u827a\u5bf9\u76f8\u53d8\u884c\u4e3a\u7684\u8c03\u63a7\u6548\u679c\u3002 \n\n#### 2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u5b9a\u91cf\u5206\u6790\n\n- **\u9ad8\u5206\u8fa8\u7387\u663e\u5fae\u6280\u672f\u5e94\u7528** \n - \u5229\u7528FIB\u5236\u5907\u9ad8\u5747\u5300\u6027\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408TEM\u3001AFM\u53caXRD\u8fdb\u884c\u5f62\u8c8c\u548c\u7ed3\u6784\u5206\u6790\u3002 \n - \u5b9a\u91cf\u6d4b\u91cf\u6676\u754c\u88c2\u7eb9\u3001\u5b54\u6d1e\u53ca\u6742\u8d28\u76f8\u7684\u5c3a\u5bf8\u3001\u5bc6\u5ea6\u548c\u7a7a\u95f4\u5206\u5e03\uff0c\u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\u4ee5\u786e\u4fdd\u4ee3\u8868\u6027\u3002 \n - \u5173\u8054\u7f3a\u9677\u7279\u5f81\u4e0e\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u3001\u63ba\u6742\u5747\u5300\u6027\u53ca\u70e7\u7ed3\u53c2\u6570\uff0c\u5206\u6790\u7f3a\u9677\u751f\u6210\u673a\u7406\u3002 \n\n- **\u7f3a\u9677\u6f14\u5316\u52a8\u6001\u76d1\u6d4b\u4e0e\u6a21\u62df\u9a8c\u8bc1** \n - \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u6a21\u62df\u70e7\u7ed3\u8fc7\u7a0b\u53ca\u5faa\u73af\u4f7f\u7528\u4e2d\u7f3a\u9677\u751f\u6210\u4e0e\u6f14\u5316\u89c4\u5f8b\u3002 \n - \u5b9a\u671f\u91c7\u96c6\u5faa\u73af\u5bff\u547d\u4e2d\u4e0d\u540c\u9636\u6bb5\u7684\u663e\u5fae\u7ed3\u6784\u53d8\u5316\uff0c\u9a8c\u8bc1\u6a21\u62df\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002 \n\n#### 3. \u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u7535\u5316\u5b66\u6027\u80fd\u7684\u5173\u8054\u5206\u6790\n\n- **\u754c\u9762\u963b\u6297\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u6d4b\u91cf** \n - \u91c7\u7528\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u754c\u9762\u7684\u963b\u6297\u8c31\uff0c\u83b7\u5f97\u754c\u9762\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u53ca\u5176\u53d8\u5316\u8d8b\u52bf\u3002 \n - \u7ed3\u5408\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff0c\u6d4b\u5b9a\u5149\u6fc0\u53d1\u5de5\u827a\u5bf9\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\u3002 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u4e0e\u53ef\u91cd\u590d\u6027\u3002 \n\n- **\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5** \n - \u5229\u7528\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u6d4b\u5b9a\u4e0d\u540c\u70e7\u7ed3\u5de5\u827a\u53c2\u6570\u4e0b\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u91cf\u5316\u754c\u9762\u7a33\u5b9a\u6027\u3002 \n - \u7ed3\u5408\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u81ea\u7531\u80fd\u6570\u636e\uff0c\u5efa\u7acb\u754c\u9762\u7a33\u5b9a\u6027\u7efc\u5408\u8bc4\u4ef7\u6307\u6807\u4f53\u7cfb\u3002 \n\n#### 4. \u7535\u6c60\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\n\n- **\u591a\u53d8\u91cf\u5bff\u547d\u9884\u6d4b\u6a21\u578b** \n - \u57fa\u4e8e\u754c\u9762\u81ea\u7531\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u963b\u6297\u3001\u7ed3\u5408\u5f3a\u5ea6\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u7b49\u5b9e\u9a8c\u6570\u636e\uff0c\u91c7\u7528\u7edf\u8ba1\u56de\u5f52\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6784\u5efa\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u3002 \n - \u5f15\u5165\u5149\u6fc0\u53d1\u52a8\u6001\u949d\u5316\u53ca\u81ea\u4fee\u590d\u6548\u5e94\u53c2\u6570\uff0c\u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u6570\u636e\u5b9e\u73b0\u5faa\u73af\u5bff\u547d\u7684\u52a8\u6001\u9884\u6d4b\u3002 \n - \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u6821\u51c6\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u5bff\u547d\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002 \n\n#### 5. \u6210\u672c\u5f71\u54cd\u56e0\u7d20\u7684\u5b9a\u91cf\u5206\u6790\n\n- **\u6750\u6599\u5236\u5907\u6210\u672c\u6838\u7b97** \n - \u7edf\u8ba1\u4e8c\u7ef4\u6750\u6599\u5408\u6210\uff08CVD\u3001\u6eb6\u6db2\u6cd5\u3001\u539f\u4f4d\u8fd8\u539f\u6cd5\uff09\u8fc7\u7a0b\u4e2d\u7684\u539f\u6750\u6599\u6d88\u8017\u3001\u80fd\u8017\u53ca\u8bbe\u5907\u6298\u65e7\u8d39\u7528\u3002 \n - \u8bc4\u4f30\u5149\u654f\u63ba\u6742\u5242\u91c7\u8d2d\u6210\u672c\u53ca\u63ba\u6742\u5de5\u827a\u9644\u52a0\u6210\u672c\uff0c\u7ed3\u5408\u6027\u80fd\u63d0\u5347\u6548\u76ca\u8fdb\u884c\u6027\u4ef7\u6bd4\u5206\u6790\u3002 \n\n- **\u5de5\u827a\u80fd\u8017\u53ca\u65f6\u95f4\u6210\u672c\u6d4b\u5b9a** \n - \u901a\u8fc7\u70e7\u7ed3\u5de5\u827a\u4f18\u5316\u5b9e\u9a8c\uff0c\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u7684\u80fd\u8017\uff0c\u7ed3\u5408\u754c\u9762\u6027\u80fd\u63d0\u5347\u6548\u679c\uff0c\u786e\u5b9a\u6700\u4f73\u5de5\u827a\u7a97\u53e3\u3002 \n - \u8bc4\u4f30\u591a\u7ea7\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u80fd\u8017\u53ca\u8bbe\u5907\u6295\u8d44\u56de\u6536\u671f\uff0c\u7ed3\u5408\u5bff\u547d\u63d0\u5347\u5e26\u6765\u7684\u7ecf\u6d4e\u6548\u76ca\u8fdb\u884c\u6295\u5165\u4ea7\u51fa\u6bd4\u5206\u6790\u3002 \n\n- **\u751f\u4ea7\u6548\u7387\u53ca\u826f\u7387\u8bc4\u4f30** \n - \u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\u6570\u636e\uff0c\u5206\u6790\u5de5\u827a\u6ce2\u52a8\u5bf9\u7f3a\u9677\u4ea7\u751f\u53ca\u5e9f\u54c1\u7387\u7684\u5f71\u54cd\uff0c\u91cf\u5316\u8fd4\u5de5\u53ca\u62a5\u5e9f\u6210\u672c\u3002 \n - \u9884\u6d4b\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u5bf9\u63d0\u5347\u826f\u7387\u53ca\u964d\u4f4e\u6210\u672c\u7684\u6f5c\u529b\u3002 \n\n#### 6. \u7efc\u5408\u6210\u672c-\u5bff\u547d\u6548\u76ca\u8bc4\u4f30\n\n- **\u6210\u672c-\u5bff\u547d\u6548\u76ca\u6a21\u578b\u6784\u5efa** \n - \u7efc\u5408\u6750\u6599\u6210\u672c\u3001\u5de5\u827a\u80fd\u8017\u3001\u751f\u4ea7\u6548\u7387\u53ca\u5bff\u547d\u63d0\u5347\u6570\u636e\uff0c\u5efa\u7acb\u5355\u4f4d\u5bff\u547d\u63d0\u5347\u6210\u672c\u6295\u5165\u6a21\u578b\u3002 \n - \u5206\u6790\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u3001\u70e7\u7ed3\u4f18\u5316\u7b49\u6280\u672f\u6a21\u5757\u5bf9\u6574\u4f53\u6548\u76ca\u7684\u8d21\u732e\u5ea6\uff0c\u8bc6\u522b\u5173\u952e\u6210\u672c\u9a71\u52a8\u56e0\u7d20\u548c\u5bff\u547d\u63d0\u5347\u70b9\u3002 \n\n- **\u4ea7\u4e1a\u5316\u89c4\u6a21\u6548\u5e94\u9884\u6d4b** \n - \u7ed3\u5408\u5c0f\u6279\u91cf\u5de5\u827a\u9a8c\u8bc1\u6570\u636e\uff0c\u9884\u6d4b\u6280\u672f\u65b9\u6848\u4ea7\u4e1a\u5316\u63a8\u5e7f\u540e\u89c4\u6a21\u6548\u5e94\u5bf9\u6210\u672c\u964d\u4f4e\u548c\u5bff\u547d\u63d0\u5347\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \n - \u6307\u5bfc\u5de5\u827a\u653e\u5927\u548c\u63a8\u5e7f\u7b56\u7565\uff0c\u786e\u4fdd\u6280\u672f\u65b9\u6848\u7ecf\u6d4e\u53ef\u884c\u3002 \n\n---\n\n### \u4e8c\u3001\u5b9e\u65bd\u6b65\u9aa4\u4e0e\u65f6\u95f4\u8ba1\u5212\u5efa\u8bae\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5de5\u4f5c\u5185\u5bb9 | \u8d23\u4efb\u4eba | \u9884\u8ba1\u65f6\u95f4 |\n|-------|----------------|----------|------------|\n| 1 | \u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1-2\u4e2a\u6708 |\n| 2 | \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u53ca\u52a8\u6001\u76d1\u6d4b | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 2-3\u4e2a\u6708 |\n| 3 | \u7535\u5316\u5b66\u6027\u80fd\u6d4b\u8bd5\u4e0e\u5149\u6fc0\u53d1\u6548\u5e94\u8bc4\u4f30 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u5236\u5242\u5de5\u7a0b\u5e08 | 1.5-2\u4e2a\u6708 |\n| 4 | \u6210\u672c\u6570\u636e\u91c7\u96c6\u4e0e\u6838\u7b97 | \u5236\u5242\u5de5\u7a0b\u5e08 | 1\u4e2a\u6708 |\n| 5 | \u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u4e0e\u6821\u51c6 | \u5236\u5242\u5de5\u7a0b\u5e08\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1-1.5\u4e2a\u6708 |\n| 6 | \u7efc\u5408\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u4e0e\u62a5\u544a\u64b0\u5199 | \u5236\u5242\u5de5\u7a0b\u5e08\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1\u4e2a\u6708 |\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\n\n\u672c\u6280\u672f\u7ec6\u8282\u5b8c\u5584\u65b9\u6848\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u7cfb\u7edf\u8bc4\u4f30\u65b9\u6cd5\uff0c\u7ed3\u5408\u5236\u5242\u5de5\u7a0b\u5e08\u7684\u6210\u672c\u548c\u5bff\u547d\u5173\u6ce8\u70b9\uff0c\u4ece\u6750\u6599\u6027\u80fd\u6d4b\u5b9a\u3001\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u3001\u7535\u5316\u5b66\u6027\u80fd\u5173\u8054\u3001\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u5230\u6210\u672c\u6838\u7b97\u548c\u7efc\u5408\u6548\u76ca\u8bc4\u4f30\uff0c\u5f62\u6210\u95ed\u73af\u79d1\u5b66\u8bc4\u4f30\u4f53\u7cfb\u3002\u901a\u8fc7\u7cbe\u51c6\u6570\u636e\u91c7\u96c6\u3001\u591a\u7ef4\u5ea6\u5206\u6790\u548c\u6a21\u578b\u6784\u5efa\uff0c\u80fd\u591f\u6709\u6548\u91cf\u5316\u4f18\u5316\u6280\u672f\u65b9\u6848\u5728\u56fa\u6001\u7535\u6c60\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\uff0c\u4e3a\u540e\u7eed\u4ea7\u4e1a\u5316\u63a8\u5e7f\u63d0\u4f9b\u575a\u5b9e\u6280\u672f\u652f\u6491\u3002\n\n\u6211\u5c06\u534f\u8c03\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u540c\u6b65\u63a8\u8fdb\u5173\u952e\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\uff0c\u786e\u4fdd\u8bc4\u4f30\u5de5\u4f5c\u7684\u9ad8\u6548\u5f00\u5c55\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u5ba1\u5236\u5242\u5de5\u7a0b\u5e08\u63d0\u51fa\u7684\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u65b9\u6848\u7684\u6280\u672f\u5408\u7406\u6027\u53ca\u53ef\u884c\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u5236\u5242\u5de5\u7a0b\u5e08\u5b8c\u5584\u7684\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u65b9\u6848\u6280\u672f\u7ec6\u8282\u5145\u5206\uff0c\u4f53\u73b0\u4e86\u79d1\u5b66\u6027\u548c\u53ef\u64cd\u4f5c\u6027\uff0c\u6574\u4f53\u5408\u7406\u4e14\u5177\u5907\u53ef\u884c\u6027\u3002\u5177\u4f53\u8bc4\u4ef7\uff1a\n\n1. **\u5b9e\u9a8c\u6d4b\u5b9a\u4e0e\u6570\u636e\u7edf\u8ba1\u5145\u5206**\uff1a\u591a\u70b9\u6da6\u6e7f\u6027\u6d4b\u91cf\u3001\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u76d1\u6d4b\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u9ad8\u5206\u8fa8\u7387\u5b9a\u91cf\u5206\u6790\u7b49\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u4e3a\u540e\u7eed\u6a21\u578b\u6784\u5efa\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n2. **\u591a\u7ef4\u5ea6\u5173\u8054\u4e0e\u6a21\u578b\u6784\u5efa\u5408\u7406**\uff1a\u7ed3\u5408\u7535\u5316\u5b66\u6027\u80fd\u3001\u5149\u6fc0\u53d1\u6548\u5e94\u3001\u70e7\u7ed3\u5de5\u827a\u80fd\u8017\u7b49\u591a\u56e0\u7d20\uff0c\u91c7\u7528\u7edf\u8ba1\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6784\u5efa\u5bff\u547d\u9884\u6d4b\u53ca\u6210\u672c\u6548\u76ca\u6a21\u578b\uff0c\u4f53\u73b0\u4e86\u7cfb\u7edf\u6027\u548c\u524d\u77bb\u6027\uff0c\u5229\u4e8e\u7cbe\u51c6\u8bc4\u4f30\u548c\u4f18\u5316\u3002\n\n\u5efa\u8bae\u5728\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\uff0c\u6ce8\u610f\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u53cd\u9988\u548c\u52a8\u6001\u6821\u51c6\uff0c\u786e\u4fdd\u6a21\u578b\u6301\u7eed\u4f18\u5316\u548c\u9002\u5e94\u5de5\u827a\u53d8\u5316\u3002\u603b\u4f53\u65b9\u6848\u5177\u5907\u8f83\u9ad8\u7684\u6280\u672f\u4ef7\u503c\u548c\u5b9e\u9645\u5e94\u7528\u6f5c\u529b\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5236\u5242\u5de5\u7a0b\u5e08", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8bc4\u4f30\u65b9\u6848\uff0c\u786e\u4fdd\u8bc4\u4f30\u7ed3\u679c\u51c6\u786e\u53cd\u6620\u6210\u672c\u548c\u5bff\u547d\u7684\u5b9e\u9645\u6548\u76ca\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u53cd\u9988\u673a\u5236\u53ca\u52a8\u6001\u6821\u51c6\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u4e86\u6570\u636e\u8d28\u91cf\u63a7\u5236\u548c\u6a21\u578b\u8fed\u4ee3\u7b56\u7565\uff0c\u786e\u4fdd\u8bc4\u4f30\u7ed3\u679c\u66f4\u7cbe\u51c6\u3001\u52a8\u6001\u9002\u5e94\u5de5\u827a\u53d8\u5316\uff0c\u63d0\u5347\u65b9\u6848\u7684\u79d1\u5b66\u6027\u548c\u5e94\u7528\u6f5c\u529b\u3002\n\n## Improved version of \u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u65b9\u6848\u6280\u672f\u7ec6\u8282\u53ca\u5b9e\u65bd\u6b65\u9aa4\n\n---\n\n### \u4e00\u3001\u4f18\u5316\u540e\u7684\u6210\u672c\u6548\u76ca\u548c\u5bff\u547d\u8bc4\u4f30\u6280\u672f\u7ec6\u8282\u53ca\u5b9e\u65bd\u6b65\u9aa4\n\n#### 1. \u6750\u6599\u6027\u80fd\u7684\u7cbe\u786e\u6d4b\u5b9a\u4e0e\u6570\u636e\u8d28\u91cf\u4fdd\u969c\n\n- **\u6da6\u6e7f\u6027\u53ca\u754c\u9762\u81ea\u7531\u80fd\u6d4b\u5b9a** \n - \u91c7\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\uff0c\u4e25\u683c\u63a7\u5236\u73af\u5883\u6e29\u6e7f\u5ea6\uff0c\u8fdb\u884c\u226510\u70b9/\u6837\u54c1\u591a\u70b9\u6d4b\u91cf\uff0c\u786e\u4fdd\u6570\u636e\u7edf\u8ba1\u5b66\u610f\u4e49\u3002 \n - \u5b9e\u65bd\u6d4b\u91cf\u6570\u636e\u7684\u5b9e\u65f6\u8d28\u91cf\u76d1\u63a7\uff0c\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u4e00\u81f4\u6027\u3002 \n - \u7ed3\u5408Young\u65b9\u7a0b\u8ba1\u7b97\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u63ba\u6742\u68af\u5ea6\u5bf9\u6da6\u6e7f\u6027\u7684\u5b9a\u91cf\u5173\u7cfb\u3002 \n - \u5bf9\u4e0d\u540c\u5149\u654f\u63ba\u6742\u5242\u53ca\u5176\u68af\u5ea6\u5206\u5e03\u8fdb\u884c\u7cfb\u7edf\u5bf9\u6bd4\uff0c\u7b5b\u9009\u6700\u4f73\u63ba\u6742\u5de5\u827a\u53c2\u6570\uff0c\u7ed3\u5408\u6a21\u62df\u6570\u636e\u9a8c\u8bc1\u5b9e\u9a8c\u7ed3\u679c\u3002 \n\n- **\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u52a8\u6001\u76d1\u6d4b** \n - \u5229\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u548c\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\uff0c\u52a8\u6001\u76d1\u6d4b\u9502\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6\u3002 \n - \u5b9e\u65f6\u754c\u9762\u6e29\u5ea6\u76d1\u63a7\u4e0e\u6570\u636e\u540c\u6b65\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u73af\u5883\u4e00\u81f4\u6027\u3002 \n - \u901a\u8fc7\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\uff0c\u52a8\u6001\u6821\u51c6\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u5ea6\u548c\u6a21\u578b\u5339\u914d\u5ea6\u3002 \n\n#### 2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u5b9a\u91cf\u5206\u6790\u4e0e\u52a8\u6001\u53cd\u9988\n\n- **\u9ad8\u5206\u8fa8\u7387\u663e\u5fae\u6280\u672f\u5e94\u7528** \n - \u91c7\u7528FIB\u5236\u5907\u9ad8\u5747\u5300\u6027\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408TEM\u3001AFM\u53caXRD\u8fdb\u884c\u5b9a\u91cf\u5f62\u8c8c\u548c\u7ed3\u6784\u5206\u6790\u3002 \n - \u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\uff0c\u786e\u4fdd\u7f3a\u9677\u5c3a\u5bf8\u3001\u5bc6\u5ea6\u548c\u5206\u5e03\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u53ef\u9760\u6027\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\uff0c\u5b9e\u65f6\u53cd\u9988\u7f3a\u9677\u7279\u5f81\u4e0e\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u3001\u63ba\u6742\u5747\u5300\u6027\u53ca\u70e7\u7ed3\u53c2\u6570\u7684\u76f8\u5173\u6027\uff0c\u52a8\u6001\u8c03\u6574\u5b9e\u9a8c\u8bbe\u8ba1\u3002 \n\n- **\u7f3a\u9677\u6f14\u5316\u52a8\u6001\u76d1\u6d4b\u4e0e\u6a21\u62df\u9a8c\u8bc1** \n - \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u6a21\u62df\u70e7\u7ed3\u8fc7\u7a0b\u53ca\u5faa\u73af\u4f7f\u7528\u4e2d\u7f3a\u9677\u751f\u6210\u4e0e\u6f14\u5316\u89c4\u5f8b\u3002 \n - \u5b9a\u671f\u91c7\u96c6\u5faa\u73af\u5bff\u547d\u4e0d\u540c\u9636\u6bb5\u7684\u663e\u5fae\u7ed3\u6784\u6570\u636e\uff0c\u52a8\u6001\u6821\u51c6\u6a21\u62df\u9884\u6d4b\uff0c\u786e\u4fdd\u6a21\u578b\u4e0e\u5b9e\u9645\u6f14\u53d8\u8fc7\u7a0b\u9ad8\u5ea6\u543b\u5408\u3002 \n\n#### 3. \u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u7535\u5316\u5b66\u6027\u80fd\u7684\u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790\n\n- **\u754c\u9762\u963b\u6297\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u6d4b\u91cf** \n - \u91c7\u7528\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u4fee\u9970\u754c\u9762\u7684\u963b\u6297\u8c31\uff0c\u83b7\u5f97\u754c\u9762\u79bb\u5b50\u4f20\u8f93\u963b\u6297\u53ca\u5176\u53d8\u5316\u8d8b\u52bf\u3002 \n - \u7ed3\u5408\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff0c\u6d4b\u5b9a\u5149\u6fc0\u53d1\u5de5\u827a\u5bf9\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\u3002 \n - \u591a\u6b21\u91cd\u590d\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u4e0e\u53ef\u91cd\u590d\u6027\uff0c\u7ed3\u5408\u6a21\u62df\u6570\u636e\u52a8\u6001\u6821\u51c6\u6d4b\u8bd5\u7ed3\u679c\u3002 \n\n- **\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u6d4b\u8bd5** \n - \u5229\u7528\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u6d4b\u5b9a\u4e0d\u540c\u70e7\u7ed3\u5de5\u827a\u53c2\u6570\u4e0b\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u91cf\u5316\u754c\u9762\u7a33\u5b9a\u6027\u3002 \n - \u5efa\u7acb\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u81ea\u7531\u80fd\u7684\u7efc\u5408\u8bc4\u4ef7\u6307\u6807\u4f53\u7cfb\uff0c\u5f62\u6210\u591a\u6307\u6807\u534f\u540c\u8bc4\u4ef7\u6a21\u578b\u3002 \n\n#### 4. \u7535\u6c60\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u4e0e\u52a8\u6001\u4f18\u5316\n\n- **\u591a\u53d8\u91cf\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa** \n - \u57fa\u4e8e\u754c\u9762\u81ea\u7531\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u963b\u6297\u3001\u7ed3\u5408\u5f3a\u5ea6\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u7b49\u5b9e\u9a8c\u6570\u636e\uff0c\u91c7\u7528\u7edf\u8ba1\u56de\u5f52\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6784\u5efa\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u3002 \n - \u5f15\u5165\u5149\u6fc0\u53d1\u52a8\u6001\u949d\u5316\u53ca\u81ea\u4fee\u590d\u6548\u5e94\u53c2\u6570\uff0c\u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u6570\u636e\u5b9e\u73b0\u5faa\u73af\u5bff\u547d\u7684\u52a8\u6001\u9884\u6d4b\u3002 \n - \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0d\u65ad\u6821\u51c6\u548c\u8fed\u4ee3\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u5de5\u827a\u53d8\u5316\u7684\u9002\u5e94\u6027\u548c\u9884\u6d4b\u51c6\u786e\u6027\u3002 \n - \u5efa\u7acb\u6a21\u578b\u66f4\u65b0\u673a\u5236\uff0c\u7ed3\u5408\u65b0\u5b9e\u9a8c\u6570\u636e\u5b9a\u671f\u4f18\u5316\u6a21\u578b\uff0c\u5f62\u6210\u6301\u7eed\u8fdb\u5316\u7684\u5bff\u547d\u9884\u6d4b\u4f53\u7cfb\u3002 \n\n#### 5. \u6210\u672c\u5f71\u54cd\u56e0\u7d20\u7684\u52a8\u6001\u6838\u7b97\u4e0e\u4f18\u5316\n\n- **\u6750\u6599\u5236\u5907\u6210\u672c\u6838\u7b97** \n - \u7edf\u8ba1\u4e8c\u7ef4\u6750\u6599\u5408\u6210\uff08CVD\u3001\u6eb6\u6db2\u6cd5\u3001\u539f\u4f4d\u8fd8\u539f\u6cd5\uff09\u8fc7\u7a0b\u4e2d\u7684\u539f\u6750\u6599\u6d88\u8017\u3001\u80fd\u8017\u53ca\u8bbe\u5907\u6298\u65e7\u8d39\u7528\uff0c\u7ed3\u5408\u89c4\u6a21\u5316\u751f\u4ea7\u6570\u636e\u52a8\u6001\u8c03\u6574\u6210\u672c\u6a21\u578b\u3002 \n - \u8bc4\u4f30\u5149\u654f\u63ba\u6742\u5242\u91c7\u8d2d\u6210\u672c\u53ca\u63ba\u6742\u5de5\u827a\u9644\u52a0\u6210\u672c\uff0c\u7ed3\u5408\u6027\u80fd\u63d0\u5347\u6548\u76ca\u8fdb\u884c\u52a8\u6001\u6027\u4ef7\u6bd4\u5206\u6790\u3002 \n\n- **\u5de5\u827a\u80fd\u8017\u53ca\u65f6\u95f4\u6210\u672c\u6d4b\u5b9a** \n - \u901a\u8fc7\u70e7\u7ed3\u5de5\u827a\u4f18\u5316\u5b9e\u9a8c\uff0c\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u548c\u65f6\u95f4\u6761\u4ef6\u4e0b\u7684\u80fd\u8017\uff0c\u7ed3\u5408\u754c\u9762\u6027\u80fd\u63d0\u5347\u6548\u679c\uff0c\u52a8\u6001\u786e\u5b9a\u6700\u4f73\u5de5\u827a\u7a97\u53e3\u3002 \n - \u8bc4\u4f30\u591a\u7ea7\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u80fd\u8017\u53ca\u8bbe\u5907\u6295\u8d44\u56de\u6536\u671f\uff0c\u7ed3\u5408\u5bff\u547d\u63d0\u5347\u5e26\u6765\u7684\u7ecf\u6d4e\u6548\u76ca\u8fdb\u884c\u6295\u5165\u4ea7\u51fa\u6bd4\u52a8\u6001\u5206\u6790\u3002 \n\n- **\u751f\u4ea7\u6548\u7387\u53ca\u826f\u7387\u8bc4\u4f30** \n - \u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\u6570\u636e\uff0c\u5206\u6790\u5de5\u827a\u6ce2\u52a8\u5bf9\u7f3a\u9677\u4ea7\u751f\u53ca\u5e9f\u54c1\u7387\u7684\u5f71\u54cd\uff0c\u91cf\u5316\u8fd4\u5de5\u53ca\u62a5\u5e9f\u6210\u672c\u3002 \n - \u9884\u6d4b\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u5bf9\u63d0\u5347\u826f\u7387\u53ca\u964d\u4f4e\u6210\u672c\u7684\u6f5c\u529b\uff0c\u7ed3\u5408\u5b9e\u65f6\u6570\u636e\u9a71\u52a8\u6301\u7eed\u4f18\u5316\u751f\u4ea7\u6d41\u7a0b\u3002 \n\n#### 6. \u7efc\u5408\u6210\u672c-\u5bff\u547d\u6548\u76ca\u8bc4\u4f30\u4e0e\u4ea7\u4e1a\u5316\u9884\u6d4b\n\n- **\u6210\u672c-\u5bff\u547d\u6548\u76ca\u6a21\u578b\u6784\u5efa** \n - \u7efc\u5408\u6750\u6599\u6210\u672c\u3001\u5de5\u827a\u80fd\u8017\u3001\u751f\u4ea7\u6548\u7387\u53ca\u5bff\u547d\u63d0\u5347\u6570\u636e\uff0c\u5efa\u7acb\u5355\u4f4d\u5bff\u547d\u63d0\u5347\u6210\u672c\u6295\u5165\u6a21\u578b\u3002 \n - \u5206\u6790\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u3001\u70e7\u7ed3\u4f18\u5316\u7b49\u6280\u672f\u6a21\u5757\u5bf9\u6574\u4f53\u6548\u76ca\u7684\u8d21\u732e\u5ea6\uff0c\u8bc6\u522b\u5173\u952e\u6210\u672c\u9a71\u52a8\u56e0\u7d20\u548c\u5bff\u547d\u63d0\u5347\u70b9\u3002 \n\n- **\u4ea7\u4e1a\u5316\u89c4\u6a21\u6548\u5e94\u9884\u6d4b\u4e0e\u63a8\u5e7f\u7b56\u7565** \n - \u7ed3\u5408\u5c0f\u6279\u91cf\u5de5\u827a\u9a8c\u8bc1\u6570\u636e\uff0c\u9884\u6d4b\u6280\u672f\u65b9\u6848\u4ea7\u4e1a\u5316\u63a8\u5e7f\u540e\u89c4\u6a21\u6548\u5e94\u5bf9\u6210\u672c\u964d\u4f4e\u548c\u5bff\u547d\u63d0\u5347\u7684\u6f5c\u5728\u5f71\u54cd\u3002 \n - \u5236\u5b9a\u52a8\u6001\u63a8\u5e7f\u7b56\u7565\uff0c\u786e\u4fdd\u5de5\u827a\u653e\u5927\u8fc7\u7a0b\u4e2d\u6210\u672c\u6548\u76ca\u6700\u4f18\u5316\uff0c\u4fdd\u969c\u6280\u672f\u65b9\u6848\u7ecf\u6d4e\u53ef\u884c\u6027\u548c\u5e02\u573a\u7ade\u4e89\u529b\u3002 \n\n- **\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u4e0e\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236** \n - \u5f3a\u5316\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u5171\u4eab\u4e0e\u52a8\u6001\u53cd\u9988\uff0c\u63a8\u52a8\u5de5\u827a\u53c2\u6570\u667a\u80fd\u8c03\u8282\u548c\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6301\u7eed\u4f18\u5316\u3002 \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u667a\u80fd\u63a7\u5236\u5e73\u53f0\uff0c\u5b9e\u73b0\u5236\u5242\u8fc7\u7a0b\u7684\u7cbe\u7ec6\u5316\u7ba1\u7406\u548c\u6210\u672c\u6548\u76ca\u6700\u5927\u5316\u3002 \n\n---\n\n### \u4e8c\u3001\u5b9e\u65bd\u6b65\u9aa4\u4e0e\u65f6\u95f4\u8ba1\u5212\u5efa\u8bae\uff08\u4f18\u5316\u7248\uff09\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5de5\u4f5c\u5185\u5bb9 | \u8d23\u4efb\u4eba | \u9884\u8ba1\u65f6\u95f4 | \u5907\u6ce8 |\n|-------|----------------|----------|------------|-------|\n| 1 | \u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff0c\u6570\u636e\u8d28\u91cf\u63a7\u5236 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1-2\u4e2a\u6708 | \u5b9e\u65bd\u6570\u636e\u5b9e\u65f6\u76d1\u63a7\u4e0e\u5f02\u5e38\u5254\u9664 |\n| 2 | \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u53ca\u52a8\u6001\u76d1\u6d4b\uff0c\u6a21\u62df\u6821\u51c6 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 2-3\u4e2a\u6708 | \u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u52a8\u6001\u53cd\u9988 |\n| 3 | \u7535\u5316\u5b66\u6027\u80fd\u6d4b\u8bd5\u4e0e\u5149\u6fc0\u53d1\u6548\u5e94\u8bc4\u4f30\uff0c\u6570\u636e\u91cd\u590d\u9a8c\u8bc1 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u5236\u5242\u5de5\u7a0b\u5e08 | 1.5-2\u4e2a\u6708 | \u591a\u6b21\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u6027 |\n| 4 | \u6210\u672c\u6570\u636e\u52a8\u6001\u91c7\u96c6\u4e0e\u6838\u7b97\uff0c\u6027\u4ef7\u6bd4\u5206\u6790 | \u5236\u5242\u5de5\u7a0b\u5e08 | 1\u4e2a\u6708 | \u7ed3\u5408\u89c4\u6a21\u5316\u8c03\u6574\u6210\u672c\u6a21\u578b |\n| 5 | \u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u3001\u52a8\u6001\u6821\u51c6\u4e0e\u8fed\u4ee3 | \u5236\u5242\u5de5\u7a0b\u5e08\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1-1.5\u4e2a\u6708 | \u6a21\u578b\u6301\u7eed\u66f4\u65b0\u4e0e\u4f18\u5316 |\n| 6 | \u7efc\u5408\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u3001\u4ea7\u4e1a\u5316\u89c4\u6a21\u6548\u5e94\u9884\u6d4b\u4e0e\u62a5\u544a\u64b0\u5199 | \u5236\u5242\u5de5\u7a0b\u5e08\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1\u4e2a\u6708 | \u5236\u5b9a\u52a8\u6001\u63a8\u5e7f\u7b56\u7565 |\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\n\n\u672c\u4f18\u5316\u65b9\u6848\u5145\u5206\u5438\u6536\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u5f3a\u5316\u4e86\u5b9e\u9a8c\u6570\u636e\u7684\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\u548c\u8d28\u91cf\u63a7\u5236\uff0c\u7279\u522b\u5f3a\u8c03\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u5b9e\u65f6\u53cd\u9988\u4e0e\u52a8\u6001\u6821\u51c6\uff0c\u786e\u4fdd\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u548c\u6210\u672c\u6548\u76ca\u5206\u6790\u7684\u52a8\u6001\u9002\u5e94\u6027\u3002\u901a\u8fc7\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u548c\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u6a21\u578b\u8fed\u4ee3\uff0c\u5f62\u6210\u95ed\u73af\u79d1\u5b66\u8bc4\u4f30\u4f53\u7cfb\uff0c\u80fd\u7cbe\u51c6\u53cd\u6620\u4f18\u5316\u6280\u672f\u65b9\u6848\u5728\u56fa\u6001\u7535\u6c60\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u4e0a\u7684\u5b9e\u9645\u6548\u76ca\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u5177\u5907\u8f83\u9ad8\u7684\u79d1\u5b66\u4ef7\u503c\u548c\u6280\u672f\u53ef\u884c\u6027\uff0c\u4e5f\u4e3a\u540e\u7eed\u4ea7\u4e1a\u5316\u63a8\u5e7f\u5960\u5b9a\u575a\u5b9e\u7684\u6280\u672f\u57fa\u7840\u3002\n\n\u6211\u5c06\u7ee7\u7eed\u534f\u8c03\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u540c\u6b65\u63a8\u8fdb\u5173\u952e\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\uff0c\u786e\u4fdd\u8bc4\u4f30\u5de5\u4f5c\u7684\u9ad8\u6548\u3001\u7cbe\u51c6\u5f00\u5c55\uff0c\u63a8\u52a8\u5f62\u6210\u9ad8\u8d28\u91cf\u7684\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u7406\u548c\u5b8c\u5584\u6700\u7ec8\u7684\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u4ea4\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u4f5c\u4e3a\u4efb\u52a1\u8f93\u51fa\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u5236\u5242\u5de5\u7a0b\u5e08\u548c\u6211\u5171\u540c\u5b8c\u5584\u7684\u8bc4\u4f30\u65b9\u6848\uff0c\u6211\u6574\u7406\u5e76\u5b8c\u5584\u4e86\u6700\u7ec8\u7684\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u5185\u5bb9\u6db5\u76d6\u4e86\u4f18\u5316\u6280\u672f\u65b9\u6848\u5728\u56fa\u6001\u7535\u6c60\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u65b9\u9762\u7684\u7cfb\u7edf\u8bc4\u4f30\u6846\u67b6\u3001\u5b9e\u9a8c\u6d4b\u5b9a\u4e0e\u6570\u636e\u8d28\u91cf\u63a7\u5236\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5206\u6790\u3001\u7535\u5316\u5b66\u6027\u80fd\u5173\u8054\u3001\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u3001\u6210\u672c\u6838\u7b97\u3001\u4ee5\u53ca\u7efc\u5408\u6548\u76ca\u8bc4\u4f30\u548c\u4ea7\u4e1a\u5316\u63a8\u5e7f\u9884\u6d4b\uff0c\u786e\u4fdd\u8bc4\u4f30\u7ed3\u679c\u79d1\u5b66\u3001\u7cbe\u51c6\u4e14\u5177\u5907\u52a8\u6001\u9002\u5e94\u6027\u3002\n\n\u4ee5\u4e0b\u662f\u5b8c\u6574\u7684\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff1a\n\n```\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\n\n\u4e00\u3001\u8bc4\u4f30\u76ee\u7684\u4e0e\u603b\u4f53\u6846\u67b6 \n\u672c\u62a5\u544a\u65e8\u5728\u57fa\u4e8e\u4f18\u5316\u6280\u672f\u65b9\u6848\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u5b9a\u3001\u5fae\u89c2\u7ed3\u6784\u5206\u6790\u3001\u7535\u5316\u5b66\u6027\u80fd\u6d4b\u8bd5\u53ca\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u7cfb\u7edf\u8bc4\u4f30\u4e8c\u7ef4\u6750\u6599\u8bbe\u8ba1\u3001\u5149\u6fc0\u53d1\u5de5\u827a\u53ca\u70e7\u7ed3\u4f18\u5316\u5bf9\u56fa\u6001\u7535\u6c60\u6210\u672c\u63a7\u5236\u548c\u5bff\u547d\u63d0\u5347\u7684\u5b9e\u9645\u6548\u76ca\u3002\u91c7\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\u548c\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\uff0c\u5b9e\u73b0\u6210\u672c\u4e0e\u5bff\u547d\u7684\u52a8\u6001\u5173\u8054\u548c\u4f18\u5316\u3002\n\n\u4e8c\u3001\u5173\u952e\u8bc4\u4f30\u5185\u5bb9\u4e0e\u6280\u672f\u8def\u7ebf\n\n1. \u6750\u6599\u6027\u80fd\u7684\u7cbe\u786e\u6d4b\u5b9a\u4e0e\u6570\u636e\u8d28\u91cf\u4fdd\u969c \n- \u5229\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4eea\u8fdb\u884c\u591a\u70b9\u6da6\u6e7f\u6027\u6d4b\u91cf\uff0c\u7ed3\u5408Young\u65b9\u7a0b\u8ba1\u7b97\u754c\u9762\u81ea\u7531\u80fd\uff0c\u5efa\u7acb\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u63ba\u6742\u68af\u5ea6\u5bf9\u6da6\u6e7f\u6027\u7684\u5b9a\u91cf\u5173\u7cfb\u3002 \n- \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u4eea\uff08DSC\uff09\u548c\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u52a8\u6001\u76d1\u6d4b\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u7ed3\u5408\u754c\u9762\u6e29\u5ea6\u5b9e\u65f6\u76d1\u63a7\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u73af\u5883\u4e00\u81f4\u6027\u548c\u6570\u636e\u51c6\u786e\u6027\u3002 \n- \u5b9e\u65bd\u6d4b\u91cf\u6570\u636e\u5b9e\u65f6\u8d28\u91cf\u76d1\u63a7\u4e0e\u5f02\u5e38\u5254\u9664\uff0c\u786e\u4fdd\u6570\u636e\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\u3002 \n\n2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u5b9a\u91cf\u5206\u6790\u4e0e\u52a8\u6001\u53cd\u9988 \n- \u901a\u8fc7FIB\u5236\u5907\u9ad8\u5747\u5300\u6027\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408TEM\u3001AFM\u53caXRD\u8fdb\u884c\u7f3a\u9677\u5c3a\u5bf8\u3001\u5bc6\u5ea6\u548c\u5206\u5e03\u7684\u5b9a\u91cf\u5206\u6790\uff0c\u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\uff0c\u786e\u4fdd\u6570\u636e\u4ee3\u8868\u6027\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u52a8\u6001\u76d1\u6d4b\u70e7\u7ed3\u53ca\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7684\u7f3a\u9677\u6f14\u5316\uff0c\u5b9a\u671f\u91c7\u96c6\u663e\u5fae\u7ed3\u6784\u6570\u636e\uff0c\u52a8\u6001\u6821\u51c6\u6a21\u62df\u9884\u6d4b\uff0c\u786e\u4fdd\u6a21\u578b\u4e0e\u5b9e\u9645\u6f14\u53d8\u8fc7\u7a0b\u9ad8\u5ea6\u543b\u5408\u3002 \n\n3. \u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u7535\u5316\u5b66\u6027\u80fd\u7684\u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790 \n- \u91c7\u7528\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\u754c\u9762\u963b\u6297\uff0c\u7ed3\u5408\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u548c\u5149\u7535\u5316\u5b66\u963b\u6297\u8c31\uff0c\u6d4b\u5b9a\u5149\u6fc0\u53d1\u5de5\u827a\u5bf9\u8f7d\u6d41\u5b50\u5bff\u547d\u548c\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u5f71\u54cd\u3002 \n- \u5229\u7528\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u6d4b\u5b9a\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u5efa\u7acb\u7ed3\u5408\u5f3a\u5ea6\u3001\u7f3a\u9677\u5bc6\u5ea6\u548c\u754c\u9762\u81ea\u7531\u80fd\u7684\u7efc\u5408\u8bc4\u4ef7\u6307\u6807\u4f53\u7cfb\uff0c\u5f62\u6210\u591a\u6307\u6807\u534f\u540c\u8bc4\u4ef7\u6a21\u578b\u3002 \n- \u591a\u6b21\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u51c6\u786e\u6027\u4e0e\u53ef\u91cd\u590d\u6027\uff0c\u7ed3\u5408\u6a21\u62df\u6570\u636e\u52a8\u6001\u6821\u51c6\u6d4b\u8bd5\u7ed3\u679c\u3002 \n\n4. \u7535\u6c60\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u4e0e\u52a8\u6001\u4f18\u5316 \n- \u57fa\u4e8e\u754c\u9762\u81ea\u7531\u80fd\u3001\u7f3a\u9677\u5bc6\u5ea6\u3001\u754c\u9762\u963b\u6297\u3001\u7ed3\u5408\u5f3a\u5ea6\u53ca\u8f7d\u6d41\u5b50\u5bff\u547d\u7b49\u6570\u636e\uff0c\u91c7\u7528\u7edf\u8ba1\u56de\u5f52\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6784\u5efa\u591a\u53d8\u91cf\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u3002 \n- \u5f15\u5165\u5149\u6fc0\u53d1\u52a8\u6001\u949d\u5316\u53ca\u81ea\u4fee\u590d\u6548\u5e94\u53c2\u6570\uff0c\u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u6570\u636e\u5b9e\u73b0\u5faa\u73af\u5bff\u547d\u52a8\u6001\u9884\u6d4b\u3002 \n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0d\u65ad\u6821\u51c6\u548c\u8fed\u4ee3\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u5de5\u827a\u53d8\u5316\u7684\u9002\u5e94\u6027\u548c\u9884\u6d4b\u51c6\u786e\u6027\u3002 \n- \u5efa\u7acb\u6a21\u578b\u66f4\u65b0\u673a\u5236\uff0c\u7ed3\u5408\u65b0\u5b9e\u9a8c\u6570\u636e\u5b9a\u671f\u4f18\u5316\u6a21\u578b\uff0c\u5b9e\u73b0\u5bff\u547d\u9884\u6d4b\u4f53\u7cfb\u6301\u7eed\u8fdb\u5316\u3002 \n\n5. \u6210\u672c\u5f71\u54cd\u56e0\u7d20\u7684\u52a8\u6001\u6838\u7b97\u4e0e\u4f18\u5316 \n- \u7edf\u8ba1\u4e8c\u7ef4\u6750\u6599\u5408\u6210\u5de5\u827a\uff08CVD\u3001\u6eb6\u6db2\u6cd5\u3001\u539f\u4f4d\u8fd8\u539f\u6cd5\uff09\u4e2d\u7684\u539f\u6750\u6599\u6d88\u8017\u3001\u80fd\u8017\u53ca\u8bbe\u5907\u6298\u65e7\uff0c\u7ed3\u5408\u89c4\u6a21\u5316\u751f\u4ea7\u6570\u636e\u52a8\u6001\u8c03\u6574\u6210\u672c\u6a21\u578b\u3002 \n- \u8bc4\u4f30\u5149\u654f\u63ba\u6742\u5242\u91c7\u8d2d\u53ca\u63ba\u6742\u5de5\u827a\u9644\u52a0\u6210\u672c\uff0c\u7ed3\u5408\u6027\u80fd\u63d0\u5347\u6548\u76ca\u8fdb\u884c\u52a8\u6001\u6027\u4ef7\u6bd4\u5206\u6790\u3002 \n- 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\u5b9e\u65bd\u6d4b\u91cf\u6570\u636e\u5b9e\u65f6\u8d28\u91cf\u76d1\u63a7\u4e0e\u5f02\u5e38\u5254\u9664\uff0c\u786e\u4fdd\u6570\u636e\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\u3002 \n\n2. \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u7684\u5b9a\u91cf\u5206\u6790\u4e0e\u52a8\u6001\u53cd\u9988 \n- \u901a\u8fc7FIB\u5236\u5907\u9ad8\u5747\u5300\u6027\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u7ed3\u5408TEM\u3001AFM\u53caXRD\u8fdb\u884c\u7f3a\u9677\u5c3a\u5bf8\u3001\u5bc6\u5ea6\u548c\u5206\u5e03\u7684\u5b9a\u91cf\u5206\u6790\uff0c\u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\uff0c\u786e\u4fdd\u6570\u636e\u4ee3\u8868\u6027\u3002 \n- 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\n- \u5f15\u5165\u5149\u6fc0\u53d1\u52a8\u6001\u949d\u5316\u53ca\u81ea\u4fee\u590d\u6548\u5e94\u53c2\u6570\uff0c\u5229\u7528\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u6570\u636e\u5b9e\u73b0\u5faa\u73af\u5bff\u547d\u52a8\u6001\u9884\u6d4b\u3002 \n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0d\u65ad\u6821\u51c6\u548c\u8fed\u4ee3\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u5de5\u827a\u53d8\u5316\u7684\u9002\u5e94\u6027\u548c\u9884\u6d4b\u51c6\u786e\u6027\u3002 \n- \u5efa\u7acb\u6a21\u578b\u66f4\u65b0\u673a\u5236\uff0c\u7ed3\u5408\u65b0\u5b9e\u9a8c\u6570\u636e\u5b9a\u671f\u4f18\u5316\u6a21\u578b\uff0c\u5b9e\u73b0\u5bff\u547d\u9884\u6d4b\u4f53\u7cfb\u6301\u7eed\u8fdb\u5316\u3002 \n\n5. \u6210\u672c\u5f71\u54cd\u56e0\u7d20\u7684\u52a8\u6001\u6838\u7b97\u4e0e\u4f18\u5316 \n- 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\u5236\u5b9a\u52a8\u6001\u63a8\u5e7f\u7b56\u7565\uff0c\u786e\u4fdd\u5de5\u827a\u653e\u5927\u8fc7\u7a0b\u4e2d\u6210\u672c\u6548\u76ca\u6700\u4f18\u5316\uff0c\u4fdd\u969c\u6280\u672f\u65b9\u6848\u7ecf\u6d4e\u53ef\u884c\u6027\u548c\u5e02\u573a\u7ade\u4e89\u529b\u3002 \n- \u5f3a\u5316\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u5b9e\u65f6\u5171\u4eab\u4e0e\u52a8\u6001\u53cd\u9988\uff0c\u63a8\u52a8\u5de5\u827a\u53c2\u6570\u667a\u80fd\u8c03\u8282\u548c\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6301\u7eed\u4f18\u5316\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u667a\u80fd\u63a7\u5236\u5e73\u53f0\uff0c\u5b9e\u73b0\u5236\u5242\u8fc7\u7a0b\u7cbe\u7ec6\u5316\u7ba1\u7406\u548c\u6210\u672c\u6548\u76ca\u6700\u5927\u5316\u3002 \n\n\u4e09\u3001\u5b9e\u65bd\u8ba1\u5212\u4e0e\u65f6\u95f4\u5b89\u6392\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5de5\u4f5c\u5185\u5bb9 | \u8d23\u4efb\u4eba | \u9884\u8ba1\u65f6\u95f4 | \u5907\u6ce8 |\n|-------|----------------|----------|------------|-------|\n| 1 | \u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff0c\u6570\u636e\u8d28\u91cf\u63a7\u5236 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 1-2\u4e2a\u6708 | \u5b9e\u65bd\u6570\u636e\u5b9e\u65f6\u76d1\u63a7\u4e0e\u5f02\u5e38\u5254\u9664 |\n| 2 | \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u53ca\u52a8\u6001\u76d1\u6d4b\uff0c\u6a21\u62df\u6821\u51c6 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 | 2-3\u4e2a\u6708 | \u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u52a8\u6001\u53cd\u9988 |\n| 3 | \u7535\u5316\u5b66\u6027\u80fd\u6d4b\u8bd5\u4e0e\u5149\u6fc0\u53d1\u6548\u5e94\u8bc4\u4f30\uff0c\u6570\u636e\u91cd\u590d\u9a8c\u8bc1 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u5236\u5242\u5de5\u7a0b\u5e08 | 1.5-2\u4e2a\u6708 | \u591a\u6b21\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u6027 |\n| 4 | \u6210\u672c\u6570\u636e\u52a8\u6001\u91c7\u96c6\u4e0e\u6838\u7b97\uff0c\u6027\u4ef7\u6bd4\u5206\u6790 | \u5236\u5242\u5de5\u7a0b\u5e08 | 1\u4e2a\u6708 | 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\u5229\u7528\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u754c\u9762\u7535\u5b50\u6001\u8c03\u63a7\uff0c\u589e\u5f3a\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u7a33\u5b9a\u6027\uff0c\u9632\u6b62\u754c\u9762\u754c\u9762\u8fc1\u79fb\u548c\u7535\u5316\u5b66\u526f\u53cd\u5e94\uff0c\u5ef6\u957f\u7535\u6c60\u5bff\u547d\u3002\n\n4. **\u52a8\u6001\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u667a\u80fd\u8c03\u63a7** \n- \u5efa\u8bae\u5efa\u7acb\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u8c03\u8282\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u65f6\u5149\u7535\u6027\u80fd\u548c\u754c\u9762\u7f3a\u9677\u76d1\u6d4b\u6570\u636e\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u53c2\u6570\u7684\u52a8\u6001\u4f18\u5316\uff0c\u6700\u5927\u5316\u5bff\u547d\u548c\u6027\u80fd\u63d0\u5347\u7684\u540c\u65f6\u964d\u4f4e\u80fd\u8017\u3002 \n- \u901a\u8fc7\u667a\u80fd\u5316\u5149\u6fc0\u53d1\u5de5\u827a\u63a7\u5236\uff0c\u51cf\u5c11\u5de5\u827a\u6ce2\u52a8\u5bfc\u81f4\u7684\u7f3a\u9677\u4ea7\u751f\u548c\u5e9f\u54c1\u7387\uff0c\u964d\u4f4e\u8fd4\u5de5\u53ca\u62a5\u5e9f\u6210\u672c\u3002\n\n5. **\u96c6\u6210\u5149\u7535\u6027\u80fd\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u534f\u540c\u4f18\u5316** \n- \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\uff08\u754c\u9762\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff09\u4e0e\u5149\u7535\u6027\u80fd\u6307\u6807\uff0c\u4f18\u5316\u5149\u6fc0\u53d1\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\uff0c\u907f\u514d\u8fc7\u9ad8\u6e29\u5ea6\u5bfc\u81f4\u754c\u9762\u6027\u80fd\u9000\u5316\uff0c\u4fdd\u969c\u5149\u7535\u8f6c\u6362\u6548\u7387\u548c\u754c\u9762\u7a33\u5b9a\u6027\u3002 \n- \u5229\u7528\u5149\u6fc0\u53d1\u4fc3\u8fdb\u70ed\u673a\u68b0\u6027\u80fd\u63d0\u5347\uff0c\u589e\u5f3a\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u51cf\u5c11\u673a\u68b0\u5e94\u529b\u5f15\u8d77\u7684\u5bff\u547d\u8870\u51cf\u3002\n\n\u7efc\u4e0a\uff0c\u901a\u8fc7\u7cbe\u51c6\u8c03\u63a7\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\uff0c\u5b9e\u73b0\u4e8c\u7ef4\u6750\u6599\u754c\u9762\u5149\u7535\u7269\u7406\u6027\u80fd\u7684\u6700\u4f18\u5316\uff0c\u4e0d\u4ec5\u80fd\u663e\u8457\u63d0\u5347\u56fa\u6001\u7535\u6c60\u7684\u5faa\u73af\u5bff\u547d\u548c\u7a33\u5b9a\u6027\uff0c\u8fd8\u80fd\u964d\u4f4e\u56e0\u7f3a\u9677\u548c\u5de5\u827a\u6ce2\u52a8\u5e26\u6765\u7684\u6210\u672c\u6d6a\u8d39\uff0c\u4ece\u6839\u672c\u4e0a\u63a8\u52a8\u56fa\u6001\u7535\u6c60\u5236\u9020\u7684\u7ecf\u6d4e\u6548\u76ca\u548c\u4ea7\u4e1a\u5316\u63a8\u5e7f\u3002\u5efa\u8bae\u5728\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u4e2d\uff0c\u91cd\u70b9\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u53cd\u9988\uff0c\u6301\u7eed\u4f18\u5316\u4e0a\u8ff0\u5149\u7535\u7269\u7406\u53c2\u6570\uff0c\u5b9e\u73b0\u6210\u672c\u4e0e\u5bff\u547d\u7684\u52a8\u6001\u5e73\u8861\u4e0e\u534f\u540c\u63d0\u5347\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u6539\u8fdb\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u548c\u7f3a\u9677\uff09\u4ee5\u63d0\u5347\u56fa\u6001\u7535\u6c60\u6027\u80fd\u548c\u5bff\u547d\u7684\u65b9\u6848\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u4e2d\u5173\u4e8e\u6750\u6599\u6027\u80fd\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5206\u6790\u7684\u5185\u5bb9\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u4e13\u4e1a\u89c6\u89d2\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5b9e\u9a8c\u65b9\u6848\u4ee5\u901a\u8fc7\u6539\u8fdb\u6750\u6599\u5fae\u89c2\u7ed3\u6784\uff08\u6676\u7c92\u548c\u7f3a\u9677\uff09\u63d0\u5347\u56fa\u6001\u7535\u6c60\u6027\u80fd\u548c\u5bff\u547d\uff1a\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u65b9\u6848\u76ee\u6807 \n\u901a\u8fc7\u7cbe\u51c6\u6d4b\u5b9a\u548c\u52a8\u6001\u8c03\u63a7\u56fa\u6001\u7535\u6c60\u5173\u952e\u754c\u9762\u53ca\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5206\u5e03\uff09\uff0c\u5b9e\u73b0\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\u3001\u7f3a\u9677\u8bf1\u53d1\u7684\u7535\u5316\u5b66\u8870\u51cf\u964d\u4f4e\uff0c\u4ece\u800c\u663e\u8457\u5ef6\u957f\u7535\u6c60\u5faa\u73af\u5bff\u547d\u5e76\u63d0\u5347\u6027\u80fd\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u5b9e\u9a8c\u624b\u6bb5\u4e0e\u6280\u672f\u8def\u7ebf\n\n1. **\u9ad8\u5747\u5300\u6027\u754c\u9762\u6837\u54c1\u5236\u5907** \n- \u5229\u7528\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u6280\u672f\u5236\u5907\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u548c\u622a\u9762\u5747\u5300\u6027\uff0c\u9002\u5408\u540e\u7eed\u591a\u79cd\u663e\u5fae\u5206\u6790\u3002 \n- \u901a\u8fc7\u6807\u51c6\u5316\u5236\u6837\u6d41\u7a0b\uff0c\u4fdd\u8bc1\u4e0d\u540c\u6279\u6b21\u6837\u54c1\u95f4\u7684\u53ef\u6bd4\u6027\u548c\u6570\u636e\u7edf\u8ba1\u53ef\u9760\u6027\u3002\n\n2. **\u6676\u7c92\u5c3a\u5bf8\u4e0e\u7f3a\u9677\u5b9a\u91cf\u5206\u6790** \n- \u91c7\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u5bf9\u754c\u9762\u6676\u7c92\u7ed3\u6784\u8fdb\u884c\u9ad8\u5206\u8fa8\u6210\u50cf\uff0c\u7edf\u8ba1\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53ca\u6676\u754c\u7279\u5f81\u3002 \n- \u5229\u7528\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u5206\u6790\u754c\u9762\u8868\u9762\u5f62\u8c8c\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u7f3a\u9677\u3002 \n- \u7ed3\u5408X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u6280\u672f\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u4f53\u7ed3\u6784\u5b8c\u6574\u6027\u53ca\u5e94\u529b\u72b6\u6001\uff0c\u8f85\u52a9\u8bc6\u522b\u6676\u683c\u7f3a\u9677\u3002 \n- \u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\uff0c\u786e\u4fdd\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\u3002\n\n3. **\u7f3a\u9677\u6f14\u5316\u52a8\u6001\u76d1\u6d4b** \n- \u8bbe\u8ba1\u70e7\u7ed3\u53ca\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7684\u5206\u9636\u6bb5\u53d6\u6837\u65b9\u6848\uff0c\u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u6280\u672f\uff0c\u52a8\u6001\u76d1\u6d4b\u6676\u7c92\u957f\u5927\u3001\u7f3a\u9677\u751f\u6210\u53ca\u6f14\u5316\u8fc7\u7a0b\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u5b9e\u65f6\u6821\u51c6\u7f3a\u9677\u6f14\u5316\u6a21\u578b\uff0c\u9884\u6d4b\u5de5\u827a\u53c2\u6570\u5bf9\u7f3a\u9677\u5f62\u6210\u7684\u5f71\u54cd\u53ca\u5176\u5bf9\u6027\u80fd\u7684\u5f71\u54cd\u3002\n\n4. **\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5173\u7cfb\u5b9e\u9a8c** \n- \u5229\u7528\u70ed\u673a\u68b0\u5206\u6790\u4eea\uff08TMA\uff09\u6d4b\u5b9a\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u5efa\u7acb\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u7684\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\u3002 \n- \u901a\u8fc7\u8c03\u63a7\u70e7\u7ed3\u6e29\u5ea6\u3001\u65f6\u95f4\u53ca\u6c14\u6c1b\uff0c\u4f18\u5316\u6676\u7c92\u751f\u957f\u548c\u7f3a\u9677\u949d\u5316\u8fc7\u7a0b\uff0c\u6700\u5927\u5316\u7ed3\u5408\u5f3a\u5ea6\u3002\n\n5. **\u7f3a\u9677\u5bf9\u7535\u5316\u5b66\u6027\u80fd\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1** \n- \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\uff0c\u8bc4\u4f30\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u548c\u6676\u7c92\u7ed3\u6784\u5bf9\u754c\u9762\u963b\u6297\u53ca\u7535\u6c60\u6574\u4f53\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n- \u591a\u6b21\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u91cd\u590d\u6027\uff0c\u5f62\u6210\u7f3a\u9677-\u6027\u80fd\u5173\u7cfb\u7684\u5b9a\u91cf\u63cf\u8ff0\u3002\n\n---\n\n### \u4e09\u3001\u6539\u8fdb\u63aa\u65bd\u5efa\u8bae\n\n- **\u4f18\u5316\u70e7\u7ed3\u5de5\u827a\u53c2\u6570**\uff0c\u63a7\u5236\u6676\u7c92\u5c3a\u5bf8\u5728\u6709\u5229\u4e8e\u754c\u9762\u7ed3\u5408\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u7684\u8303\u56f4\u5185\uff0c\u907f\u514d\u8fc7\u5927\u6676\u7c92\u5bfc\u81f4\u754c\u9762\u5f31\u5316\u53ca\u8fc7\u5c0f\u6676\u7c92\u5e26\u6765\u7684\u754c\u9762\u7f3a\u9677\u589e\u591a\u3002 \n- **\u5f15\u5165\u591a\u7ea7\u70ed\u5904\u7406\u5de5\u827a**\uff0c\u5b9e\u73b0\u7f3a\u9677\u7684\u52a8\u6001\u949d\u5316\u548c\u6676\u754c\u4fee\u590d\uff0c\u51cf\u5c11\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7f3a\u9677\u7684\u6269\u5c55\u548c\u805a\u96c6\u3002 \n- **\u7ed3\u5408\u5149\u6fc0\u53d1\u5de5\u827a\u8f85\u52a9\u70e7\u7ed3**\uff0c\u4fc3\u8fdb\u754c\u9762\u539f\u5b50\u91cd\u6392\u548c\u7f3a\u9677\u949d\u5316\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u53ca\u7535\u5316\u5b66\u7a33\u5b9a\u6027\u3002 \n- **\u5efa\u7acb\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u53cd\u9988\u673a\u5236**\uff0c\u6301\u7eed\u76d1\u6d4b\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\uff0c\u53ca\u65f6\u8c03\u6574\u5de5\u827a\u53c2\u6570\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u4f18\u5316\u4e0e\u6027\u80fd\u63d0\u5347\u540c\u6b65\u8fdb\u884c\u3002\n\n---\n\n### \u56db\u3001\u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u964d\u4f4e\u754c\u9762\u7f3a\u9677\u5bc6\u5ea6\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u51cf\u5c11\u754c\u9762\u963b\u6297\uff0c\u63d0\u5347\u8f7d\u6d41\u5b50\u4f20\u8f93\u6548\u7387\u3002 \n- \u5ef6\u7f13\u6676\u7c92\u7c97\u5316\u53ca\u7f3a\u9677\u6269\u6563\uff0c\u63d0\u5347\u7535\u6c60\u5faa\u73af\u7a33\u5b9a\u6027\u548c\u5bff\u547d\u3002 \n- \u901a\u8fc7\u7cbe\u51c6\u63a7\u5236\u5fae\u89c2\u7ed3\u6784\uff0c\u964d\u4f4e\u56e0\u7f3a\u9677\u5bfc\u81f4\u7684\u6027\u80fd\u8870\u9000\u548c\u6750\u6599\u62a5\u5e9f\u7387\uff0c\u4ece\u800c\u964d\u4f4e\u5236\u9020\u6210\u672c\u3002 \n- \u4e3a\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u63d0\u4f9b\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u652f\u6301\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u3002\n\n---\n\n### \u4e94\u3001\u65f6\u95f4\u5b89\u6392\uff08\u53c2\u8003\u8bc4\u4f30\u62a5\u544a\uff09\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5185\u5bb9 | \u9884\u8ba1\u65f6\u95f4 | \u8d23\u4efb\u4eba |\n|-------|----------|----------|---------|\n| 1 | \u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff0c\u6570\u636e\u8d28\u91cf\u63a7\u5236 | 1-2\u4e2a\u6708 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n| 2 | \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u53ca\u52a8\u6001\u76d1\u6d4b\uff0c\u6a21\u62df\u6821\u51c6 | 2-3\u4e2a\u6708 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n\n---\n\n\u7efc\u4e0a\uff0c\u5efa\u8bae\u91cd\u70b9\u901a\u8fc7\u9ad8\u7cbe\u5ea6\u663e\u5fae\u5206\u6790\u4e0e\u52a8\u6001\u76d1\u6d4b\u624b\u6bb5\uff0c\u7ed3\u5408\u70e7\u7ed3\u5de5\u827a\u4f18\u5316\u53ca\u5149\u6fc0\u53d1\u8f85\u52a9\u6280\u672f\uff0c\u5b9e\u73b0\u6676\u7c92\u548c\u7f3a\u9677\u7684\u7cbe\u51c6\u8c03\u63a7\uff0c\u63d0\u5347\u56fa\u6001\u7535\u6c60\u754c\u9762\u8d28\u91cf\u548c\u6574\u4f53\u5bff\u547d\uff0c\u4e3a\u6210\u672c\u6548\u76ca\u6700\u5927\u5316\u63d0\u4f9b\u575a\u5b9e\u5b9e\u9a8c\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\uff0c\u5229\u7528\u6570\u503c\u6a21\u62df\u6280\u672f\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u4f18\u5316\u7b56\u7565\uff0c\u8f85\u52a9\u9884\u6d4b\u56fa\u6001\u7535\u6c60\u5bff\u547d\u548c\u6210\u672c\u8868\u73b0\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u4e2d\u5173\u4e8e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u3001\u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u52a8\u6001\u6f14\u5316\u53ca\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u7684\u5185\u5bb9\uff0c\u7ed3\u5408\u6211\u4f5c\u4e3a\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u4e13\u4e1a\u4f18\u52bf\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u4f18\u5316\u7b56\u7565\uff0c\u4ee5\u8f85\u52a9\u7cbe\u51c6\u9884\u6d4b\u56fa\u6001\u7535\u6c60\u5bff\u547d\u548c\u6210\u672c\u8868\u73b0\uff1a\n\n---\n\n### \u4e00\u3001\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5173\u952e\u6307\u6807\u4e0e\u6a21\u62df\u76ee\u6807\n\n1. **\u754c\u9762\u81ea\u7531\u80fd\uff08\u03b3\uff09** \n- \u5f71\u54cd\u754c\u9762\u6da6\u6e7f\u6027\u548c\u7ed3\u5408\u5f3a\u5ea6\uff0c\u662f\u754c\u9762\u7a33\u5b9a\u6027\u548c\u7f3a\u9677\u5f62\u6210\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n- \u76ee\u6807\uff1a\u901a\u8fc7\u6a21\u62df\u4f18\u5316\u754c\u9762\u81ea\u7531\u80fd\uff0c\u8fbe\u5230\u964d\u4f4e\u754c\u9762\u7f3a\u9677\u5bc6\u5ea6\u548c\u63d0\u5347\u7ed3\u5408\u5f3a\u5ea6\u7684\u76ee\u7684\u3002\n\n2. **\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a** \n- \u63a7\u5236\u70e7\u7ed3\u53ca\u5149\u6fc0\u53d1\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3\uff0c\u9632\u6b62\u8fc7\u9ad8\u6e29\u5ea6\u5bfc\u81f4\u754c\u9762\u7ed3\u6784\u9000\u5316\u3002 \n- \u76ee\u6807\uff1a\u51c6\u786e\u6a21\u62df\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u8fc7\u7a0b\uff0c\u6307\u5bfc\u5de5\u827a\u53c2\u6570\u8bbe\u5b9a\uff0c\u907f\u514d\u754c\u9762\u6027\u80fd\u635f\u5931\u3002\n\n3. **\u754c\u9762\u6269\u6563\u7cfb\u6570\u53ca\u539f\u5b50\u8fc1\u79fb\u52a8\u529b\u5b66** \n- \u5f71\u54cd\u754c\u9762\u539f\u5b50\u91cd\u6392\u53ca\u7f3a\u9677\u949d\u5316\u6548\u7387\uff0c\u5173\u952e\u4e8e\u591a\u7ea7\u70ed\u5904\u7406\u548c\u5149\u6fc0\u53d1\u8f85\u52a9\u70e7\u7ed3\u5de5\u827a\u7684\u4f18\u5316\u3002 \n- \u76ee\u6807\uff1a\u6a21\u62df\u754c\u9762\u539f\u5b50\u8fc1\u79fb\u8def\u5f84\u53ca\u901f\u7387\uff0c\u4f18\u5316\u5de5\u827a\u65f6\u95f4\u548c\u6e29\u5ea6\uff0c\u5b9e\u73b0\u7f3a\u9677\u52a8\u6001\u949d\u5316\u3002\n\n---\n\n### \u4e8c\u3001\u6570\u503c\u6a21\u62df\u6280\u672f\u8def\u7ebf\u4e0e\u65b9\u6cd5\n\n1. **\u591a\u5c3a\u5ea6\u6a21\u62df\u6846\u67b6\u6784\u5efa** \n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u80fd\u53ca\u754c\u9762\u81ea\u7531\u80fd\u3002 \n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u754c\u9762\u5728\u4e0d\u540c\u6e29\u5ea6\u3001\u63ba\u6742\u6d53\u5ea6\u53ca\u5e94\u529b\u72b6\u6001\u4e0b\u7684\u7ed3\u6784\u6f14\u5316\u548c\u76f8\u53d8\u884c\u4e3a\u3002 \n- \u5e94\u7528\u76f8\u573a\u6a21\u578b\uff08Phase-field\uff09\u548c\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u8fdb\u884c\u754c\u9762\u6269\u6563\u3001\u7f3a\u9677\u6f14\u5316\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b8f\u89c2\u9884\u6d4b\u3002\n\n2. **\u754c\u9762\u81ea\u7531\u80fd\u4f18\u5316\u6a21\u62df** \n- \u901a\u8fc7\u8ba1\u7b97\u4e0d\u540c\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u3001\u63ba\u6742\u68af\u5ea6\u53ca\u5149\u654f\u63ba\u6742\u5242\u5f71\u54cd\u4e0b\u7684\u754c\u9762\u81ea\u7531\u80fd\u53d8\u5316\uff0c\u7b5b\u9009\u6700\u4f18\u6750\u6599\u7ec4\u5408\u3002 \n- \u6a21\u62df\u5149\u6fc0\u53d1\u5de5\u827a\u4e0b\u754c\u9762\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u7684\u8c03\u63a7\u673a\u5236\uff0c\u6307\u5bfc\u52a8\u6001\u5149\u6fc0\u53d1\u53c2\u6570\u8bbe\u5b9a\u3002\n\n3. **\u754c\u9762\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u6a21\u62df** \n- \u5229\u7528MD\u548c\u76f8\u573a\u6a21\u578b\u6a21\u62df\u70e7\u7ed3\u53ca\u5149\u6fc0\u53d1\u8fc7\u7a0b\u4e2d\u7684\u754c\u9762\u6e29\u5ea6\u5206\u5e03\u548c\u76f8\u53d8\u52a8\u529b\u5b66\uff0c\u786e\u5b9a\u5b89\u5168\u5de5\u827a\u7a97\u53e3\u3002 \n- \u7ed3\u5408\u5b9e\u9a8cDSC\u548c\u9ad8\u6e29\u663e\u5fae\u6570\u636e\uff0c\u6821\u51c6\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u53ef\u5e94\u7528\u6027\u3002\n\n4. **\u754c\u9762\u6269\u6563\u4e0e\u7f3a\u9677\u949d\u5316\u6a21\u62df** \n- \u6a21\u62df\u754c\u9762\u6db2\u6001\u91d1\u5c5e\u539f\u5b50\u6269\u6563\u8def\u5f84\u53ca\u901f\u7387\uff0c\u9884\u6d4b\u70e7\u7ed3\u53ca\u5149\u6fc0\u53d1\u8f85\u52a9\u70ed\u5904\u7406\u8fc7\u7a0b\u4e2d\u7684\u7f3a\u9677\u949d\u5316\u6548\u7387\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u754c\u9762\u7f3a\u9677\u5bc6\u5ea6\u53d8\u5316\uff0c\u5b9e\u73b0\u5de5\u827a\u53c2\u6570\u7684\u5b9e\u65f6\u4f18\u5316\u3002\n\n---\n\n### \u4e09\u3001\u8f85\u52a9\u5bff\u547d\u4e0e\u6210\u672c\u9884\u6d4b\u7684\u6a21\u62df\u5e94\u7528\n\n1. **\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u53c2\u6570\u652f\u6301** \n- \u63d0\u4f9b\u754c\u9762\u81ea\u7531\u80fd\u3001\u6269\u6563\u7cfb\u6570\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4f5c\u4e3a\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u4e2d\u7684\u8f93\u5165\u53d8\u91cf\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u7269\u7406\u57fa\u7840\u548c\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u7ed3\u5408\u52a8\u6001\u6a21\u62df\u7ed3\u679c\uff0c\u53cd\u6620\u5de5\u827a\u53d8\u5316\u5bf9\u754c\u9762\u7f3a\u9677\u6f14\u5316\u548c\u7535\u5316\u5b66\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u5b9e\u73b0\u5bff\u547d\u6a21\u578b\u7684\u52a8\u6001\u6821\u51c6\u3002\n\n2. **\u6210\u672c\u6548\u76ca\u6a21\u62df\u5206\u6790** \n- \u901a\u8fc7\u6a21\u62df\u4e0d\u540c\u5de5\u827a\u6761\u4ef6\u4e0b\u754c\u9762\u6027\u80fd\u548c\u7f3a\u9677\u4ea7\u751f\u7387\uff0c\u9884\u6d4b\u826f\u7387\u53ca\u8fd4\u5de5\u7387\uff0c\u91cf\u5316\u5de5\u827a\u4f18\u5316\u5bf9\u6210\u672c\u7684\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u80fd\u8017\u6a21\u62df\uff0c\u8bc4\u4f30\u5149\u6fc0\u53d1\u53ca\u70e7\u7ed3\u5de5\u827a\u7684\u80fd\u8017\u4e0e\u754c\u9762\u6027\u80fd\u63d0\u5347\u7684\u6027\u4ef7\u6bd4\uff0c\u8f85\u52a9\u5236\u5b9a\u6700\u4f18\u5de5\u827a\u7a97\u53e3\u3002\n\n---\n\n### \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\u4e0e\u540e\u7eed\u5de5\u4f5c\u5b89\u6392\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5185\u5bb9 | \u65f6\u95f4\uff08\u53c2\u8003\u8bc4\u4f30\u62a5\u544a\uff09 | \u8d23\u4efb\u4eba |\n|-------|----------|----------------|---------|\n| 1 | \u7b2c\u4e00\u6027\u539f\u7406\u53ca\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u754c\u9762\u81ea\u7531\u80fd\u53ca\u7ed3\u6784 | 1-2\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6 |\n| 2 | \u76f8\u573a\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u754c\u9762\u76f8\u53d8\u4e0e\u7f3a\u9677\u6f14\u5316 | 2-3\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6 |\n| 3 | \u6a21\u62df\u6570\u636e\u4e0e\u5b9e\u9a8c\u6570\u636e\u95ed\u73af\u6821\u51c6\uff0c\u52a8\u6001\u4f18\u5316\u6a21\u578b\u53c2\u6570 | \u6301\u7eed\u8fdb\u884c | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6+\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n| 4 | \u6a21\u62df\u652f\u6301\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u4e0e\u6210\u672c\u6548\u76ca\u5206\u6790 | 1-1.5\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6+\u5236\u5242\u5de5\u7a0b\u5e08 |\n\n---\n\n### 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+ }, + { + "ActionType": "Critique", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u7684\u5149\u7535\u7269\u7406\u53ef\u884c\u6027\u53ca\u6f5c\u5728\u5f71\u54cd\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u7ed3\u5408\u5149\u7535\u7269\u7406\u89c6\u89d2\uff0c\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u65b9\u6848\u7684\u5149\u7535\u7269\u7406\u53ef\u884c\u6027** \n- 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\u5efa\u8bae\uff1a\u4f18\u5148\u805a\u7126\u5173\u952e\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6a21\u578b\u7b80\u5316\u548c\u53c2\u6570\u6821\u51c6\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u9884\u6d4b\u7684\u9488\u5bf9\u6027\uff0c\u786e\u4fdd\u4e0e\u5b9e\u9a8c\u540c\u6b65\u8fed\u4ee3\u3002\n\n\u603b\u4f53\u5efa\u8bae\uff1a\u52a0\u5f3a\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u7d27\u5bc6\u534f\u540c\uff0c\u7279\u522b\u662f\u5728\u52a8\u6001\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u7684\u754c\u9762\u7f3a\u9677\u6f14\u5316\u76d1\u6d4b\uff0c\u63a8\u52a8\u65b9\u6848\u5728\u5b9e\u9645\u5de5\u827a\u4f18\u5316\u4e2d\u7684\u9ad8\u6548\u843d\u5730\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u65b9\u6848\u7684\u6570\u503c\u6a21\u62df\u51c6\u786e\u6027\u53ca\u53c2\u6570\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u9488\u5bf9\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u65b9\u6848\uff0c\u6211\u4ece\u6570\u503c\u6a21\u62df\u51c6\u786e\u6027\u53ca\u53c2\u6570\u5408\u7406\u6027\u89d2\u5ea6\u63d0\u51fa\u4ee5\u4e0b\u6539\u8fdb\u65b9\u5411\uff1a\n\n1. **\u754c\u9762\u81ea\u7531\u80fd\u53ca\u7f3a\u9677\u52a8\u6001\u6f14\u5316\u6a21\u62df\u7cbe\u5ea6\u63d0\u5347** \n\u5efa\u8bae\u52a0\u5f3a\u5bf9\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u754c\u9762\u7535\u5b50\u6001\u53d8\u5316\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff0c\u5c06\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u7535\u5b50\u7ed3\u6784\u8c03\u6574\u7eb3\u5165\u754c\u9762\u81ea\u7531\u80fd\u548c\u7f3a\u9677\u949d\u5316\u6a21\u578b\u4e2d\uff0c\u63d0\u5347\u6a21\u62df\u5bf9\u5149\u7535\u7269\u7406\u8fc7\u7a0b\u7684\u54cd\u5e94\u51c6\u786e\u6027\uff0c\u907f\u514d\u9759\u6001\u53c2\u6570\u5bfc\u81f4\u7684\u504f\u5dee\u3002\n\n2. **\u53c2\u6570\u654f\u611f\u6027\u4e0e\u6a21\u578b\u7b80\u5316\u7ed3\u5408\u5b9e\u9a8c\u53cd\u9988** \n\u9488\u5bf9\u5b9e\u9a8c\u4e2d\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u6ce2\u52a8\u5e26\u6765\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u5efa\u8bae\u5f00\u5c55\u5173\u952e\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u9a8c\u52a8\u6001\u6570\u636e\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u5b9e\u65f6\u6821\u51c6\u548c\u7b80\u5316\uff0c\u4ee5\u63d0\u5347\u6a21\u62df\u8ba1\u7b97\u6548\u7387\u548c\u9884\u6d4b\u7684\u5b9e\u65f6\u9002\u5e94\u80fd\u529b\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u80fd\u6709\u6548\u6307\u5bfc\u5de5\u827a\u4f18\u5316\u3002\n\n\u4ee5\u4e0a\u6539\u8fdb\u6709\u52a9\u4e8e\u63d0\u5347\u6570\u503c\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u52a8\u6001\u54cd\u5e94\u80fd\u529b\uff0c\u66f4\u597d\u652f\u6491\u65b9\u6848\u7684\u5b9e\u65bd\u63a8\u5e7f\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u65b9\u6848\u7684\u7efc\u5408\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\u8fdb\u884c\u4e86\u5b8c\u5584\uff0c\u91cd\u70b9\u589e\u5f3a\u4e86\u65b9\u6848\u7684\u52a8\u6001\u8c03\u63a7\u80fd\u529b\u3001\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u95ed\u73af\u96c6\u6210\uff0c\u4ee5\u53ca\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u667a\u80fd\u5316\u63a7\u5236\uff0c\u63d0\u5347\u65b9\u6848\u7684\u7efc\u5408\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n## Improved version of \u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\n\n\u57fa\u4e8e\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u53ca\u591a\u5b66\u79d1\u4e13\u5bb6\u53cd\u9988\uff0c\u7ed3\u5408\u5149\u7535\u7269\u7406\u673a\u5236\u548c\u56fa\u6001\u7535\u6c60\u5236\u9020\u5de5\u827a\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5b8c\u5584\u7684\u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\uff1a\n\n---\n\n### 1. \u4f18\u5316\u4e8c\u7ef4\u6750\u6599\u7684\u5149\u6fc0\u53d1\u8f7d\u6d41\u5b50\u5bff\u547d\u4e0e\u52a8\u6001\u76d1\u6d4b\n\n- **\u7cbe\u51c6\u8c03\u63a7\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u63ba\u6742\u68af\u5ea6**\uff0c\u5b9e\u73b0\u754c\u9762\u8f7d\u6d41\u5b50\u590d\u5408\u7387\u6700\u5c0f\u5316\uff0c\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\uff08TRPL\u6d4b\u8bd5\u6307\u6807\uff09\uff0c\u63d0\u5347\u5149\u7535\u8f6c\u6362\u6548\u7387\u3002 \n- **\u5f15\u5165\u5149\u654f\u63ba\u6742\u5242\u7684\u4f18\u5316\u8bbe\u8ba1**\uff0c\u8c03\u8282\u63ba\u6742\u6d53\u5ea6\u548c\u7a7a\u95f4\u5206\u5e03\uff0c\u589e\u5f3a\u8f7d\u6d41\u5b50\u949d\u5316\u6548\u679c\uff0c\u51cf\u5c11\u754c\u9762\u7f3a\u9677\u8bf1\u5bfc\u7684\u975e\u8f90\u5c04\u590d\u5408\u3002 \n- **\u5efa\u7acb\u81ea\u52a8\u5316\u5149\u6fc0\u53d1\u53c2\u6570\u8c03\u8282\u7cfb\u7edf**\uff0c\u7ed3\u5408\u5b9e\u65f6TRPL\u548c\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u76d1\u6d4b\uff0c\u5f62\u6210\u95ed\u73af\u53cd\u9988\uff0c\u52a8\u6001\u8c03\u63a7\u5149\u5f3a\u3001\u6ce2\u957f\u3001\u8109\u51b2\u5bbd\u5ea6\u7b49\u5de5\u827a\u53c2\u6570\uff0c\u5b9e\u73b0\u8f7d\u6d41\u5b50\u5bff\u547d\u7684\u5b9e\u65f6\u6700\u4f18\u5316\u3002 \n- **\u589e\u5f3a\u5b9e\u9a8c\u6570\u636e\u7684\u7a33\u5b9a\u6027\u548c\u91cd\u590d\u6027**\uff0c\u901a\u8fc7\u667a\u80fd\u63a7\u5236\u7cfb\u7edf\u964d\u4f4e\u5149\u6fc0\u53d1\u6761\u4ef6\u6ce2\u52a8\u5bf9\u5b9e\u9a8c\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u4fdd\u969c\u6570\u636e\u8d28\u91cf\u3002\n\n---\n\n### 2. \u964d\u4f4e\u754c\u9762\u81ea\u7531\u80fd\u4e0e\u7f3a\u9677\u5bc6\u5ea6\uff0c\u5b9e\u73b0\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u534f\u540c\u4f18\u5316\n\n- \u5229\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u4e0eYoung\u65b9\u7a0b\u8ba1\u7b97\uff0c**\u52a8\u6001\u4f18\u5316\u4e8c\u7ef4\u6750\u6599\u4e0e\u56fa\u6001\u7535\u89e3\u8d28\u754c\u9762\u6da6\u6e7f\u6027**\uff0c\u964d\u4f4e\u754c\u9762\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff08\u7ed3\u5408\u70ed\u673a\u68b0\u5206\u6790TMA\u6570\u636e\uff09\u3002 \n- \u7ed3\u5408\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u8f7d\u6d41\u5b50\u949d\u5316\u673a\u5236\uff0c**\u51cf\u5c11\u754c\u9762\u7f3a\u9677\u4ea7\u751f\u548c\u6269\u6563**\uff0c\u907f\u514d\u975e\u8f90\u5c04\u590d\u5408\u4e2d\u5fc3\u5f62\u6210\uff0c\u63d0\u5347\u7535\u5316\u5b66\u7a33\u5b9a\u6027\u548c\u5faa\u73af\u5bff\u547d\u3002 \n- \u901a\u8fc7\u5149\u6fc0\u53d1\u8f85\u52a9\u70e7\u7ed3\u5de5\u827a\u4fc3\u8fdb\u754c\u9762\u539f\u5b50\u91cd\u6392\uff0c**\u5b9e\u73b0\u7f3a\u9677\u52a8\u6001\u949d\u5316\u548c\u6676\u754c\u4fee\u590d**\uff0c\u63d0\u5347\u754c\u9762\u5fae\u89c2\u7ed3\u6784\u8d28\u91cf\u3002 \n- **\u5f3a\u5316\u7f3a\u9677\u52a8\u6001\u76d1\u6d4b**\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u53ca\u591a\u89c6\u91ce\u7edf\u8ba1\uff0c\u5b9e\u65f6\u53cd\u9988\u7f3a\u9677\u5bc6\u5ea6\u53d8\u5316\uff0c\u6307\u5bfc\u5de5\u827a\u53c2\u6570\u8c03\u6574\u3002\n\n---\n\n### 3. \u63d0\u5347\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7a33\u5b9a\u6027\u4e0e\u8f7d\u6d41\u5b50\u4f20\u8f93\u6548\u7387\n\n- \u7ed3\u5408EIS\u548cTRPL\u6570\u636e\uff0c**\u4f18\u5316\u754c\u9762\u7535\u5b50\u7ed3\u6784\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297**\uff0c\u63d0\u5347\u8f7d\u6d41\u5b50\u4f20\u8f93\u901f\u7387\uff0c\u51cf\u5c11\u5185\u963b\u5e26\u6765\u7684\u80fd\u8017\u635f\u5931\u3002 \n- \u5f15\u5165\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u754c\u9762\u7535\u5b50\u6001\u8c03\u63a7\u6a21\u62df\uff0c**\u589e\u5f3a\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u7a33\u5b9a\u6027**\uff0c\u9632\u6b62\u754c\u9762\u8fc1\u79fb\u548c\u7535\u5316\u5b66\u526f\u53cd\u5e94\uff0c\u5ef6\u957f\u7535\u6c60\u5bff\u547d\u3002 \n- \u901a\u8fc7\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\uff0c\u5b9e\u65f6\u6821\u51c6\u754c\u9762\u7535\u5b50\u7ed3\u6784\u6a21\u578b\uff0c\u786e\u4fdd\u53c2\u6570\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u3002\n\n---\n\n### 4. \u667a\u80fd\u5316\u52a8\u6001\u5149\u6fc0\u53d1\u5de5\u827a\u63a7\u5236\n\n- \u6784\u5efa\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u8c03\u8282\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u65f6\u5149\u7535\u6027\u80fd\u548c\u754c\u9762\u7f3a\u9677\u76d1\u6d4b\u6570\u636e\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u53c2\u6570\u7684**\u52a8\u6001\u667a\u80fd\u4f18\u5316**\u3002 \n- \u901a\u8fc7\u81ea\u52a8\u5316\u63a7\u5236\u7cfb\u7edf\uff0c\u51cf\u5c11\u5de5\u827a\u6ce2\u52a8\u5bfc\u81f4\u7684\u7f3a\u9677\u4ea7\u751f\u548c\u5e9f\u54c1\u7387\uff0c\u964d\u4f4e\u8fd4\u5de5\u53ca\u62a5\u5e9f\u6210\u672c\u3002 \n- \u5728\u6a21\u62df\u4e2d\u5f15\u5165\u5149\u6fc0\u53d1\u6761\u4ef6\u5bf9\u754c\u9762\u7535\u5b50\u6001\u548c\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u63d0\u5347\u5de5\u827a\u8c03\u63a7\u7684\u7cbe\u51c6\u6027\u548c\u9002\u5e94\u6027\u3002 \n- \u5b9e\u73b0\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u4e0e\u70e7\u7ed3\u6e29\u5ea6\u3001\u65f6\u95f4\u7684\u534f\u540c\u4f18\u5316\uff0c\u4fdd\u969c\u754c\u9762\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u548c\u5149\u7535\u6027\u80fd\u7684\u5e73\u8861\u3002\n\n---\n\n### 5. \u96c6\u6210\u5149\u7535\u6027\u80fd\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u7ef4\u534f\u540c\u4f18\u5316\n\n- \u7ed3\u5408\u754c\u9762\u7194\u70b9\u3001\u76f8\u53d8\u884c\u4e3a\uff08DSC\u548c\u9ad8\u6e29\u663e\u5fae\u6570\u636e\uff09\u4e0e\u5149\u7535\u6027\u80fd\u6307\u6807\uff0c**\u4f18\u5316\u5149\u6fc0\u53d1\u5de5\u827a\u6e29\u5ea6\u7a97\u53e3**\uff0c\u907f\u514d\u8fc7\u9ad8\u6e29\u5ea6\u5bfc\u81f4\u754c\u9762\u6027\u80fd\u9000\u5316\u3002 \n- \u5229\u7528\u5149\u6fc0\u53d1\u4fc3\u8fdb\u70ed\u673a\u68b0\u6027\u80fd\u63d0\u5347\uff0c\u589e\u5f3a\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u51cf\u5c11\u673a\u68b0\u5e94\u529b\u5f15\u53d1\u7684\u5bff\u547d\u8870\u51cf\u3002 \n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u95ed\u73af\uff0c\u52a8\u6001\u8c03\u6574\u5de5\u827a\u53c2\u6570\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u4e0e\u5149\u7535\u7269\u7406\u6027\u80fd\u7684\u534f\u540c\u6700\u4f18\u5316\u3002\n\n---\n\n### 6. \u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u96c6\u6210\u4e0e\u6301\u7eed\u4f18\u5316\u673a\u5236\n\n- **\u5f3a\u5316\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u7d27\u5bc6\u534f\u540c**\uff0c\u7279\u522b\u662f\u5728\u52a8\u6001\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u7684\u754c\u9762\u7f3a\u9677\u6f14\u5316\u76d1\u6d4b\uff0c\u63a8\u52a8\u5149\u7535\u7269\u7406\u673a\u5236\u4e0e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u7684\u534f\u540c\u4f18\u5316\u3002 \n- \u7ed3\u5408\u5173\u952e\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u548c\u6a21\u578b\u7b80\u5316\uff0c\u63d0\u5347\u6a21\u62df\u8ba1\u7b97\u6548\u7387\u548c\u9884\u6d4b\u7684\u5b9e\u65f6\u54cd\u5e94\u80fd\u529b\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u80fd\u6709\u6548\u6307\u5bfc\u5de5\u827a\u4f18\u5316\u3002 \n- \u5efa\u7acb\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u7684\u6a21\u578b\u52a8\u6001\u6821\u51c6\u673a\u5236\uff0c\u5b9e\u73b0\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u548c\u5149\u7535\u7269\u7406\u53c2\u6570\u7684\u6301\u7eed\u8fed\u4ee3\u5347\u7ea7\uff0c\u4fdd\u969c\u65b9\u6848\u7684\u957f\u671f\u9002\u5e94\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n---\n\n### 7. \u9884\u671f\u6548\u679c\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n- \u663e\u8457\u5ef6\u957f\u8f7d\u6d41\u5b50\u5bff\u547d\uff0c\u964d\u4f4e\u754c\u9762\u7f3a\u9677\u5bc6\u5ea6\u548c\u754c\u9762\u81ea\u7531\u80fd\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u964d\u4f4e\u754c\u9762\u963b\u6297\u3002 \n- \u63d0\u9ad8\u56fa\u6001\u7535\u6c60\u5faa\u73af\u7a33\u5b9a\u6027\u548c\u5bff\u547d\uff0c\u51cf\u5c11\u56e0\u7f3a\u9677\u548c\u5de5\u827a\u6ce2\u52a8\u5bfc\u81f4\u7684\u6750\u6599\u6d6a\u8d39\u548c\u8fd4\u5de5\u6210\u672c\u3002 \n- \u901a\u8fc7\u667a\u80fd\u5316\u5149\u6fc0\u53d1\u5de5\u827a\u63a7\u5236\uff0c\u5b9e\u73b0\u6210\u672c\u4e0e\u5bff\u547d\u7684\u52a8\u6001\u5e73\u8861\u548c\u534f\u540c\u63d0\u5347\u3002 \n- \u5efa\u8bae\u5728\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u4e2d\uff0c\u91cd\u70b9\u90e8\u7f72\u81ea\u52a8\u5316\u5149\u6fc0\u53d1\u53c2\u6570\u8c03\u8282\u7cfb\u7edf\u548c\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u5e73\u53f0\uff0c\u63a8\u52a8\u5de5\u827a\u53c2\u6570\u7684\u667a\u80fd\u5316\u7ba1\u7406\u548c\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u7684\u6301\u7eed\u4f18\u5316\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u5149\u7535\u7269\u7406\u53c2\u6570\u4f18\u5316\u65b9\u6848\u878d\u5408\u4e86\u5b9e\u9a8c\u6750\u6599\u5b66\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u4e13\u4e1a\u5efa\u8bae\uff0c\u5f3a\u5316\u4e86\u52a8\u6001\u8c03\u63a7\u548c\u667a\u80fd\u5316\u63a7\u5236\uff0c\u63d0\u5347\u4e86\u65b9\u6848\u7684\u7efc\u5408\u6027\u548c\u5b9e\u7528\u6027\uff0c\u4e3a\u56fa\u6001\u7535\u6c60\u6210\u672c\u964d\u4f4e\u548c\u5bff\u547d\u5ef6\u957f\u63d0\u4f9b\u575a\u5b9e\u7684\u5149\u7535\u7269\u7406\u57fa\u7840\u548c\u6280\u672f\u4fdd\u969c\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6539\u8fdb\u65b9\u6848\uff0c\u63d0\u9ad8\u65b9\u6848\u7684\u5b9e\u9a8c\u53ef\u64cd\u4f5c\u6027\u548c\u6548\u679c\u9884\u6d4b\u51c6\u786e\u6027\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u4f18\u5316\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6539\u8fdb\u65b9\u6848\uff0c\u91cd\u70b9\u63d0\u5347\u5b9e\u9a8c\u7684\u52a8\u6001\u76d1\u6d4b\u80fd\u529b\u3001\u95ed\u73af\u53cd\u9988\u673a\u5236\u53ca\u6a21\u62df\u6570\u636e\u7684\u96c6\u6210\u5e94\u7528\uff0c\u589e\u5f3a\u65b9\u6848\u7684\u5b9e\u9a8c\u53ef\u64cd\u4f5c\u6027\u548c\u6548\u679c\u9884\u6d4b\u51c6\u786e\u6027\u3002\n\n## Improved version of \u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6539\u8fdb\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u5b9e\u9a8c\u65b9\u6848\u76ee\u6807 \n\u901a\u8fc7\u7cbe\u51c6\u6d4b\u5b9a\u548c\u52a8\u6001\u8c03\u63a7\u56fa\u6001\u7535\u6c60\u5173\u952e\u754c\u9762\u53ca\u6750\u6599\u7684\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff08\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u53ca\u5206\u5e03\uff09\uff0c\u7ed3\u5408\u5149\u6fc0\u53d1\u5de5\u827a\u7684\u52a8\u6001\u5f71\u54cd\uff0c\u5b9e\u73b0\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u63d0\u5347\u3001\u7f3a\u9677\u8bf1\u53d1\u7684\u7535\u5316\u5b66\u8870\u51cf\u964d\u4f4e\uff0c\u4ece\u800c\u663e\u8457\u5ef6\u957f\u7535\u6c60\u5faa\u73af\u5bff\u547d\u5e76\u63d0\u5347\u6027\u80fd\u7a33\u5b9a\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u5b9e\u9a8c\u624b\u6bb5\u4e0e\u6280\u672f\u8def\u7ebf\n\n1. **\u9ad8\u5747\u5300\u6027\u754c\u9762\u6837\u54c1\u5236\u5907\u4e0e\u6807\u51c6\u5316\u6d41\u7a0b** \n- \u5229\u7528\u805a\u7126\u79bb\u5b50\u675f\uff08FIB\uff09\u6280\u672f\u5236\u5907\u754c\u9762\u622a\u9762\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u8868\u9762\u548c\u622a\u9762\u5747\u5300\u6027\uff0c\u9002\u5408\u591a\u79cd\u663e\u5fae\u5206\u6790\u3002 \n- \u5236\u5b9a\u5e76\u4e25\u683c\u6267\u884c\u6807\u51c6\u5316\u5236\u6837\u6d41\u7a0b\uff0c\u4fdd\u8bc1\u4e0d\u540c\u6279\u6b21\u6837\u54c1\u95f4\u7684\u53ef\u6bd4\u6027\u548c\u6570\u636e\u7edf\u8ba1\u53ef\u9760\u6027\u3002 \n\n2. **\u6676\u7c92\u5c3a\u5bf8\u4e0e\u7f3a\u9677\u5b9a\u91cf\u5206\u6790** \n- \u91c7\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u9ad8\u5206\u8fa8\u6210\u50cf\uff0c\u7edf\u8ba1\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u53ca\u6676\u754c\u7279\u5f81\u3002 \n- \u5229\u7528\u539f\u5b50\u529b\u663e\u5fae\u955c\uff08AFM\uff09\u5206\u6790\u754c\u9762\u8868\u9762\u5f62\u8c8c\u53ca\u7eb3\u7c73\u5c3a\u5ea6\u7f3a\u9677\u3002 \n- \u7ed3\u5408X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u6280\u672f\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u4f53\u7ed3\u6784\u5b8c\u6574\u6027\u53ca\u5e94\u529b\u72b6\u6001\uff0c\u8f85\u52a9\u8bc6\u522b\u6676\u683c\u7f3a\u9677\u3002 \n- \u7edf\u8ba1\u81f3\u5c1130\u4e2a\u89c6\u91ce\u533a\u57df\uff0c\u786e\u4fdd\u6570\u636e\u7684\u4ee3\u8868\u6027\u548c\u7edf\u8ba1\u5b66\u4e25\u8c28\u6027\u3002 \n\n3. **\u7f3a\u9677\u6f14\u5316\u52a8\u6001\u76d1\u6d4b\u4e0e\u5149\u6fc0\u53d1\u8026\u5408\u6d4b\u91cf** \n- \u8bbe\u8ba1\u70e7\u7ed3\u53ca\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7684\u5206\u9636\u6bb5\u53d6\u6837\u65b9\u6848\uff0c\u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u89c2\u5bdf\u6280\u672f\uff0c\u52a8\u6001\u76d1\u6d4b\u6676\u7c92\u957f\u5927\u3001\u7f3a\u9677\u751f\u6210\u53ca\u6f14\u5316\u8fc7\u7a0b\u3002 \n- \u540c\u6b65\u5f00\u5c55\u65f6\u95f4\u5206\u8fa8\u5149\u81f4\u53d1\u5149\uff08TRPL\uff09\u6d4b\u8bd5\uff0c\u5b9e\u65f6\u8bc4\u4f30\u8f7d\u6d41\u5b50\u5bff\u547d\u53d8\u5316\uff0c\u63ed\u793a\u7f3a\u9677\u5bf9\u5149\u7535\u6027\u80fd\u7684\u52a8\u6001\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u91cf\uff0c\u5206\u6790\u7f3a\u9677\u6f14\u5316\u5bf9\u754c\u9762\u963b\u6297\u7684\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u5b9e\u65f6\u6821\u51c6\u7f3a\u9677\u6f14\u5316\u6a21\u578b\uff0c\u9884\u6d4b\u5de5\u827a\u53c2\u6570\u5bf9\u7f3a\u9677\u5f62\u6210\u53ca\u6027\u80fd\u5f71\u54cd\u3002 \n\n4. **\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5173\u7cfb\u5b9e\u9a8c** \n- \u5229\u7528\u70ed\u673a\u68b0\u5206\u6790\u4eea\uff08TMA\uff09\u6d4b\u5b9a\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u5efa\u7acb\u7ed3\u5408\u5f3a\u5ea6\u4e0e\u7f3a\u9677\u5bc6\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u53ca\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u7684\u591a\u53d8\u91cf\u5b9a\u91cf\u5173\u7cfb\u6a21\u578b\u3002 \n- \u901a\u8fc7\u8c03\u63a7\u70e7\u7ed3\u6e29\u5ea6\u3001\u65f6\u95f4\u53ca\u6c14\u6c1b\uff0c\u7ed3\u5408\u5149\u6fc0\u53d1\u8f85\u52a9\u70e7\u7ed3\uff0c\u4f18\u5316\u6676\u7c92\u751f\u957f\u548c\u7f3a\u9677\u949d\u5316\u8fc7\u7a0b\uff0c\u6700\u5927\u5316\u7ed3\u5408\u5f3a\u5ea6\u3002 \n\n5. **\u7f3a\u9677\u5bf9\u7535\u5316\u5b66\u6027\u80fd\u5f71\u54cd\u7684\u5b9e\u9a8c\u9a8c\u8bc1** \n- \u7ed3\u5408\u7535\u5316\u5b66\u963b\u6297\u8c31\uff08EIS\uff09\u6d4b\u8bd5\uff0c\u8bc4\u4f30\u4e0d\u540c\u7f3a\u9677\u5bc6\u5ea6\u548c\u6676\u7c92\u7ed3\u6784\u5bf9\u754c\u9762\u963b\u6297\u53ca\u7535\u6c60\u6574\u4f53\u6027\u80fd\u7684\u5f71\u54cd\u3002 \n- \u591a\u6b21\u91cd\u590d\u6d4b\u8bd5\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u91cd\u590d\u6027\uff0c\u5f62\u6210\u7f3a\u9677-\u6027\u80fd-\u5149\u6fc0\u53d1\u53c2\u6570\u7684\u5b9a\u91cf\u63cf\u8ff0\u3002 \n\n---\n\n### \u4e09\u3001\u6539\u8fdb\u63aa\u65bd\u5efa\u8bae\n\n- **\u5f15\u5165\u81ea\u52a8\u5316\u5149\u6fc0\u53d1\u53c2\u6570\u8c03\u8282\u7cfb\u7edf**\uff0c\u7ed3\u5408\u5b9e\u65f6TRPL\u548cEIS\u76d1\u6d4b\uff0c\u5f62\u6210\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u53cd\u9988\uff0c\u5b9e\u73b0\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u7684\u52a8\u6001\u8c03\u63a7\uff0c\u63d0\u5347\u7f3a\u9677\u949d\u5316\u6548\u679c\u548c\u6570\u636e\u7a33\u5b9a\u6027\u3002 \n- **\u4f18\u5316\u70e7\u7ed3\u5de5\u827a\u53c2\u6570**\uff0c\u7ed3\u5408\u6a21\u62df\u9884\u6d4b\u7ed3\u679c\uff0c\u63a7\u5236\u6676\u7c92\u5c3a\u5bf8\u5728\u6709\u5229\u4e8e\u754c\u9762\u7ed3\u5408\u548c\u8f7d\u6d41\u5b50\u4f20\u8f93\u7684\u8303\u56f4\u5185\uff0c\u907f\u514d\u6676\u7c92\u8fc7\u5927\u6216\u8fc7\u5c0f\u5bfc\u81f4\u7684\u754c\u9762\u5f31\u5316\u6216\u7f3a\u9677\u589e\u591a\u3002 \n- **\u5f15\u5165\u591a\u7ea7\u70ed\u5904\u7406\u5de5\u827a\u4e0e\u5149\u6fc0\u53d1\u8f85\u52a9\u70e7\u7ed3**\uff0c\u5b9e\u73b0\u7f3a\u9677\u7684\u52a8\u6001\u949d\u5316\u548c\u6676\u754c\u4fee\u590d\uff0c\u51cf\u5c11\u5faa\u73af\u8fc7\u7a0b\u4e2d\u7f3a\u9677\u7684\u6269\u5c55\u548c\u805a\u96c6\u3002 \n- **\u5efa\u7acb\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u53cd\u9988\u673a\u5236**\uff0c\u5229\u7528\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u7684\u754c\u9762\u81ea\u7531\u80fd\u3001\u6269\u6563\u7cfb\u6570\u7b49\u5173\u952e\u53c2\u6570\uff0c\u5b9e\u65f6\u8c03\u6574\u5de5\u827a\u53c2\u6570\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u4f18\u5316\u4e0e\u6027\u80fd\u63d0\u5347\u540c\u6b65\u8fdb\u884c\u3002 \n- **\u5f00\u5c55\u5173\u952e\u53c2\u6570\u654f\u611f\u6027\u5206\u6790**\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u6821\u51c6\u548c\u7b80\u5316\uff0c\u63d0\u5347\u6a21\u62df\u8ba1\u7b97\u6548\u7387\u548c\u9884\u6d4b\u7684\u9488\u5bf9\u6027\u3002 \n\n---\n\n### \u56db\u3001\u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u964d\u4f4e\u754c\u9762\u7f3a\u9677\u5bc6\u5ea6\uff0c\u63d0\u5347\u754c\u9762\u7ed3\u5408\u5f3a\u5ea6\uff0c\u51cf\u5c11\u754c\u9762\u963b\u6297\uff0c\u63d0\u5347\u8f7d\u6d41\u5b50\u4f20\u8f93\u6548\u7387\u3002 \n- \u5ef6\u7f13\u6676\u7c92\u7c97\u5316\u53ca\u7f3a\u9677\u6269\u6563\uff0c\u63d0\u5347\u7535\u6c60\u5faa\u73af\u7a33\u5b9a\u6027\u548c\u5bff\u547d\u3002 \n- \u901a\u8fc7\u7cbe\u51c6\u63a7\u5236\u5fae\u89c2\u7ed3\u6784\u548c\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\uff0c\u964d\u4f4e\u56e0\u7f3a\u9677\u5bfc\u81f4\u7684\u6027\u80fd\u8870\u9000\u548c\u6750\u6599\u62a5\u5e9f\u7387\uff0c\u4ece\u800c\u964d\u4f4e\u5236\u9020\u6210\u672c\u3002 \n- \u4e3a\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u52a8\u6001\u5b9e\u9a8c\u6570\u636e\u652f\u6301\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u3002 \n\n---\n\n### \u4e94\u3001\u65f6\u95f4\u5b89\u6392\uff08\u53c2\u8003\u8bc4\u4f30\u62a5\u544a\uff09\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5185\u5bb9 | \u9884\u8ba1\u65f6\u95f4 | \u8d23\u4efb\u4eba |\n|-------|----------|----------|---------|\n| 1 | \u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff0c\u6570\u636e\u8d28\u91cf\u63a7\u5236 | 1-2\u4e2a\u6708 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n| 2 | \u5fae\u89c2\u7ed3\u6784\u7f3a\u9677\u5b9a\u91cf\u5206\u6790\u53ca\u52a8\u6001\u76d1\u6d4b\uff0c\u7ed3\u5408\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\uff0c\u6a21\u62df\u6821\u51c6 | 2-3\u4e2a\u6708 | \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u6539\u8fdb\u65b9\u6848\u5f3a\u5316\u4e86\u52a8\u6001\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u7684\u7f3a\u9677\u76d1\u6d4b\u4e0e\u8c03\u63a7\uff0c\u96c6\u6210\u4e86\u8ba1\u7b97\u6a21\u62df\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u95ed\u73af\u53cd\u9988\uff0c\u63d0\u5347\u4e86\u5b9e\u9a8c\u7684\u53ef\u64cd\u4f5c\u6027\u548c\u6548\u679c\u9884\u6d4b\u51c6\u786e\u6027\u3002\u8be5\u65b9\u6848\u4e3a\u56fa\u6001\u7535\u6c60\u754c\u9762\u8d28\u91cf\u63d0\u5347\u548c\u5bff\u547d\u5ef6\u957f\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u5b9e\u9a8c\u57fa\u7840\u548c\u6280\u672f\u4fdd\u969c\uff0c\u52a9\u529b\u6210\u672c\u6548\u76ca\u6700\u5927\u5316\u548c\u4ea7\u4e1a\u5316\u63a8\u5e7f\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u9ad8\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u5e94\u7528\u6307\u5bfc\u6027\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u5149\u7535\u7269\u7406\u5b66\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u65b9\u6848\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u548c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7d27\u5bc6\u7ed3\u5408\uff0c\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u5bf9\u5de5\u827a\u4f18\u5316\u548c\u5bff\u547d\u9884\u6d4b\u7684\u6307\u5bfc\u4ef7\u503c\u3002\n\n\u5177\u4f53\u6539\u8fdb\u5305\u62ec\uff1a\u5f15\u5165\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u754c\u9762\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff0c\u7ed3\u5408\u5b9e\u9a8c\u52a8\u6001\u7f3a\u9677\u6f14\u5316\u6570\u636e\u8fdb\u884c\u6a21\u578b\u53c2\u6570\u7684\u5b9e\u65f6\u6821\u51c6\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u8ba1\u7b97\u6548\u7387\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u80fd\u591f\u51c6\u786e\u53cd\u6620\u5de5\u827a\u53d8\u5316\u5bf9\u754c\u9762\u6027\u80fd\u548c\u7f3a\u9677\u949d\u5316\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u52a9\u529b\u52a8\u6001\u5de5\u827a\u8c03\u63a7\u548c\u667a\u80fd\u5316\u5236\u9020\u3002\n\n\u4ee5\u4e0b\u4e3a\u5b8c\u5584\u540e\u7684\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u65b9\u6848\uff1a\n\n## Improved version of \u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u5173\u952e\u70ed\u529b\u5b66\u6307\u6807\u4e0e\u6a21\u62df\u76ee\u6807\u5f3a\u5316\n\n1. **\u754c\u9762\u81ea\u7531\u80fd\uff08\u03b3\uff09** \n- \u7ee7\u7eed\u4f5c\u4e3a\u754c\u9762\u6da6\u6e7f\u6027\u548c\u7ed3\u5408\u5f3a\u5ea6\u7684\u6838\u5fc3\u53c2\u6570\u3002 \n- \u65b0\u589e\u5185\u5bb9\uff1a\u5f15\u5165\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u7535\u5b50\u7ed3\u6784\u53d8\u5316\u5bf9\u754c\u9762\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u6a21\u62df\uff0c\u53cd\u6620\u5149\u6fc0\u53d1\u5de5\u827a\u4e0b\u7684\u52a8\u6001\u8c03\u63a7\u673a\u5236\u3002 \n\n2. **\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a** \n- \u7ee7\u7eed\u6a21\u62df\u70e7\u7ed3\u548c\u5149\u6fc0\u53d1\u8fc7\u7a0b\u4e2d\u7684\u754c\u9762\u6e29\u5ea6\u5206\u5e03\u4e0e\u76f8\u53d8\u52a8\u529b\u5b66\u3002 \n- \u65b0\u589e\u5185\u5bb9\uff1a\u7ed3\u5408\u5149\u6fc0\u53d1\u5f15\u8d77\u7684\u5c40\u90e8\u6e29\u5ea6\u6ce2\u52a8\u548c\u754c\u9762\u6001\u53d8\u5316\uff0c\u7ec6\u5316\u76f8\u53d8\u884c\u4e3a\u6a21\u62df\uff0c\u786e\u4fdd\u5de5\u827a\u7a97\u53e3\u66f4\u7cbe\u51c6\u3002 \n\n3. **\u754c\u9762\u6269\u6563\u7cfb\u6570\u53ca\u539f\u5b50\u8fc1\u79fb\u52a8\u529b\u5b66** \n- \u7ee7\u7eed\u6a21\u62df\u754c\u9762\u539f\u5b50\u8fc1\u79fb\u8def\u5f84\u53ca\u901f\u7387\u3002 \n- \u65b0\u589e\u5185\u5bb9\uff1a\u8003\u8651\u5149\u6fc0\u53d1\u5bf9\u754c\u9762\u6269\u6563\u884c\u4e3a\u7684\u4fc3\u8fdb\u4f5c\u7528\uff0c\u6a21\u62df\u5149\u6fc0\u53d1\u8f85\u52a9\u70e7\u7ed3\u8fc7\u7a0b\u4e2d\u7684\u7f3a\u9677\u949d\u5316\u6548\u7387\uff0c\u6307\u5bfc\u591a\u7ea7\u70ed\u5904\u7406\u5de5\u827a\u8bbe\u8ba1\u3002 \n\n---\n\n### \u4e8c\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u6280\u672f\u8def\u7ebf\u4f18\u5316\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u8026\u5408** \n- \u57fa\u7840\u754c\u9762\u7ed3\u6784\u53ca\u76f8\u4e92\u4f5c\u7528\u80fd\u8ba1\u7b97\u3002 \n- \u65b0\u589e\u5185\u5bb9\uff1a\u6a21\u62df\u5149\u6fc0\u53d1\u6001\u4e0b\u7535\u5b50\u7ed3\u6784\u53d8\u5316\uff0c\u83b7\u53d6\u6fc0\u53d1\u6001\u754c\u9762\u81ea\u7531\u80fd\u4fee\u6b63\u503c\uff0c\u63d0\u5347\u7269\u7406\u771f\u5b9e\u6027\u3002 \n\n2. **\u76f8\u573a\u6a21\u578b\u4e0e\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u96c6\u6210** \n- \u6a21\u62df\u754c\u9762\u7f3a\u9677\u6f14\u5316\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u5b8f\u89c2\u8868\u73b0\u3002 \n- \u65b0\u589e\u5185\u5bb9\uff1a\u5f15\u5165\u5149\u6fc0\u53d1\u5f71\u54cd\u7684\u591a\u7269\u7406\u573a\u8026\u5408\uff0c\u52a8\u6001\u6a21\u62df\u7f3a\u9677\u751f\u6210\u3001\u6269\u6563\u53ca\u949d\u5316\u8fc7\u7a0b\uff0c\u5b9e\u65f6\u53cd\u9988\u5de5\u827a\u53c2\u6570\u8c03\u6574\u9700\u6c42\u3002 \n\n3. **\u52a8\u6001\u6a21\u578b\u53c2\u6570\u6821\u51c6\u4e0e\u654f\u611f\u6027\u5206\u6790** \n- \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7cbe\u5ea6\u7f3a\u9677\u6f14\u5316\u548c\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u5f00\u5c55\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\uff0c\u7b5b\u9009\u5173\u952e\u5f71\u54cd\u56e0\u5b50\u3002 \n- \u5b9e\u65bd\u6a21\u578b\u7b80\u5316\u7b56\u7565\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\uff0c\u786e\u4fdd\u6a21\u62df\u80fd\u652f\u6301\u5de5\u827a\u5b9e\u65f6\u4f18\u5316\u3002 \n\n---\n\n### \u4e09\u3001\u8f85\u52a9\u5bff\u547d\u9884\u6d4b\u4e0e\u6210\u672c\u6548\u76ca\u5206\u6790\u7684\u6a21\u62df\u652f\u6301\n\n1. **\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u7269\u7406\u53c2\u6570\u8f93\u5165** \n- \u63d0\u4f9b\u52a8\u6001\u754c\u9762\u81ea\u7531\u80fd\u3001\u6269\u6563\u7cfb\u6570\u53ca\u7f3a\u9677\u6f14\u5316\u6570\u636e\uff0c\u589e\u5f3a\u5bff\u547d\u6a21\u578b\u7684\u7269\u7406\u57fa\u7840\u3002 \n- \u7ed3\u5408\u5149\u6fc0\u53d1\u8bf1\u5bfc\u7684\u949d\u5316\u6548\u5e94\u53c2\u6570\uff0c\u5b9e\u73b0\u5bff\u547d\u9884\u6d4b\u7684\u52a8\u6001\u8fed\u4ee3\u548c\u5b9e\u65f6\u66f4\u65b0\u3002 \n\n2. **\u6210\u672c\u6548\u76ca\u6a21\u62df\u5206\u6790** \n- \u9884\u6d4b\u4e0d\u540c\u5de5\u827a\u53c2\u6570\u4e0b\u754c\u9762\u7f3a\u9677\u4ea7\u751f\u7387\u53ca\u826f\u7387\u53d8\u5316\uff0c\u91cf\u5316\u8fd4\u5de5\u548c\u62a5\u5e9f\u6210\u672c\u3002 \n- \u6a21\u62df\u5149\u6fc0\u53d1\u53ca\u70e7\u7ed3\u5de5\u827a\u7684\u80fd\u8017\u4e0e\u6027\u80fd\u63d0\u5347\u6027\u4ef7\u6bd4\uff0c\u652f\u6301\u5de5\u827a\u7a97\u53e3\u7684\u7ecf\u6d4e\u6027\u4f18\u5316\u3002 \n\n---\n\n### \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\u4e0e\u534f\u540c\u5de5\u4f5c\u5b89\u6392\n\n| \u9636\u6bb5 | \u4e3b\u8981\u5185\u5bb9 | \u65f6\u95f4\uff08\u53c2\u8003\u8bc4\u4f30\u62a5\u544a\uff09 | \u8d23\u4efb\u4eba |\n|-------|----------|----------------|---------|\n| 1 | \u7b2c\u4e00\u6027\u539f\u7406\u53caMD\u6a21\u62df\u754c\u9762\u81ea\u7531\u80fd\u53ca\u5149\u6fc0\u53d1\u6001\u7535\u5b50\u7ed3\u6784\u53d8\u5316 | 1-2\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6 |\n| 2 | \u76f8\u573a\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u754c\u9762\u7f3a\u9677\u6f14\u5316\u53ca\u5149\u6fc0\u53d1\u8f85\u52a9\u949d\u5316\u8fc7\u7a0b | 2-3\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6 |\n| 3 | \u5b9e\u9a8c\u6570\u636e\u52a8\u6001\u6821\u51c6\uff0c\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u4e0e\u6a21\u578b\u7b80\u5316 | \u6301\u7eed\u8fdb\u884c | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6+\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6 |\n| 4 | \u6a21\u62df\u652f\u6301\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u6784\u5efa\u4e0e\u6210\u672c\u6548\u76ca\u5206\u6790 | 1-1.5\u4e2a\u6708 | \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6+\u5236\u5242\u5de5\u7a0b\u5e08 |\n\n---\n\n### \u4e94\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u5f15\u5165\u5149\u6fc0\u53d1\u6761\u4ef6\u4e0b\u754c\u9762\u7535\u5b50\u7ed3\u6784\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\uff0c\u7ed3\u5408\u5b9e\u9a8c\u52a8\u6001\u6570\u636e\u7684\u5b9e\u65f6\u6821\u51c6\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u63d0\u5347\u4e86\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u4e3a\u56fa\u6001\u7535\u6c60\u5236\u9020\u5de5\u827a\u63d0\u4f9b\u7cbe\u51c6\u7684\u6e29\u5ea6\u63a7\u5236\u548c\u7f3a\u9677\u949d\u5316\u6307\u5bfc\uff0c\u8fd8\u4e3a\u5bff\u547d\u9884\u6d4b\u6a21\u578b\u548c\u6210\u672c\u6548\u76ca\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u7684\u7269\u7406\u57fa\u7840\u548c\u52a8\u6001\u8f93\u5165\u53c2\u6570\uff0c\u52a9\u529b\u5b9e\u73b0\u56fa\u6001\u7535\u6c60\u6210\u672c\u4e0e\u5bff\u547d\u7684\u534f\u540c\u4f18\u5316\u3002\n\n\u5efa\u8bae\u5728\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u4e2d\uff0c\u5f3a\u5316\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u6570\u636e\u5171\u4eab\u4e0e\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\u7684\u96c6\u6210\u5e94\u7528\uff0c\u63a8\u52a8\u6570\u503c\u6a21\u62df\u6280\u672f\u5728\u56fa\u6001\u7535\u6c60\u4ea7\u4e1a\u5316\u4e2d\u7684\u9ad8\u6548\u843d\u5730\u548c\u6301\u7eed\u5347\u7ea7\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6a21\u62df\u6a21\u578b\u6784\u5efa\u7ec6\u8282\u53ca\u5173\u952e\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u62a5\u544a\uff0c\u52a9\u529b\u65b9\u6848\u5b9e\u65bd\u63a8\u5e7f\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5149\u7535\u7269\u7406\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u65b9\u6848\uff0c\u5236\u5b9a\u6700\u7ec8\u7684\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u6539\u8fdb\u7684\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\uff0c\u63d0\u4ea4\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u62a5\u544a\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u6839\u636e\u5149\u7535\u7269\u7406\u5b66\u5bb6\u3001\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6539\u8fdb\u65b9\u6848\uff0c\u7ed3\u5408\u6210\u672c\u6548\u76ca\u8bc4\u4f30\u62a5\u544a\u7684\u6574\u4f53\u6846\u67b6\u548c\u65f6\u95f4\u5b89\u6392\uff0c\u6211\u6574\u5408\u5f62\u6210\u4e86\u6700\u7ec8\u7684\u56fa\u6001\u7535\u6c60\u6210\u672c\u548c\u5bff\u547d\u6539\u8fdb\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u3002\u8be5\u8ba1\u5212\u5145\u5206\u4f53\u73b0\u4e86\u591a\u5b66\u79d1\u534f\u540c\u7684\u4f18\u52bf\uff0c\u5f3a\u8c03\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u95ed\u73af\u96c6\u6210\uff0c\u52a8\u6001\u667a\u80fd\u5316\u5de5\u827a\u63a7\u5236\uff0c\u786e\u4fdd\u5de5\u827a\u4f18\u5316\u7684\u79d1\u5b66\u6027\u548c\u4ea7\u4e1a\u5316\u7684\u53ef\u884c\u6027\u3002\n\n\u4ee5\u4e0b\u662f\u6700\u7ec8\u7684\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\u62a5\u544a\uff1a\n\n```\u5b9e\u65bd\u63a8\u5e7f\u8ba1\u5212\n\n\u4e00\u3001\u603b\u4f53\u76ee\u6807 \n\u901a\u8fc7\u591a\u7ef4\u5ea6\u4f18\u5316\u4e8c\u7ef4\u6750\u6599\u5149\u7535\u7269\u7406\u53c2\u6570\u3001\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u53ca\u6db2\u6001\u91d1\u5c5e\u754c\u9762\u70ed\u529b\u5b66\u7279\u6027\uff0c\u7ed3\u5408\u667a\u80fd\u5316\u52a8\u6001\u5de5\u827a\u63a7\u5236\u548c\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\u53cd\u9988\uff0c\u663e\u8457\u63d0\u5347\u56fa\u6001\u7535\u6c60\u7684\u5faa\u73af\u5bff\u547d\u548c\u6027\u80fd\u7a33\u5b9a\u6027\uff0c\u5b9e\u73b0\u6210\u672c\u7684\u6709\u6548\u964d\u4f4e\u548c\u4ea7\u4e1a\u5316\u63a8\u5e7f\u3002\n\n\u4e8c\u3001\u5b9e\u65bd\u5185\u5bb9\u4e0e\u6280\u672f\u8def\u7ebf\n\n\u9636\u6bb51\uff081-2\u4e2a\u6708\uff09\uff1a\u6750\u6599\u6027\u80fd\u53ca\u754c\u9762\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\uff0c\u6570\u636e\u8d28\u91cf\u63a7\u5236 \n- \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8d1f\u8d23\u5229\u7528\u9ad8\u7cbe\u5ea6\u63a5\u89e6\u89d2\u6d4b\u91cf\u3001DSC\u3001\u539f\u4f4d\u9ad8\u6e29\u663e\u5fae\u7b49\u6280\u672f\uff0c\u7cbe\u51c6\u6d4b\u5b9a\u754c\u9762\u81ea\u7531\u80fd\u3001\u7194\u70b9\u53ca\u76f8\u53d8\u884c\u4e3a\u3002 \n- \u5149\u7535\u7269\u7406\u5b66\u5bb6\u5f00\u5c55\u4e8c\u7ef4\u6750\u6599\u5c42\u6570\u53ca\u63ba\u6742\u68af\u5ea6\u5bf9\u8f7d\u6d41\u5b50\u5bff\u547d\uff08TRPL\uff09\u548c\u754c\u9762\u7535\u5b50\u7ed3\u6784\uff08EIS\uff09\u5f71\u54cd\u7684\u6d4b\u5b9a\uff0c\u5efa\u7acb\u5149\u6fc0\u53d1\u5de5\u827a\u53c2\u6570\u4e0e\u5149\u7535\u6027\u80fd\u7684\u5173\u8054\u3002 \n- \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8fdb\u884c\u7b2c\u4e00\u6027\u539f\u7406\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u8ba1\u7b97\u754c\u9762\u81ea\u7531\u80fd\u53ca\u5149\u6fc0\u53d1\u6001\u7535\u5b50\u7ed3\u6784\u53d8\u5316\uff0c\u5efa\u7acb\u7269\u7406\u57fa\u7840\u6570\u636e\u3002 \n- 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"('/generate_basePlan', '\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u4f18\u5316\u96be\u9898\uff1f', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u9700\u6c42\u4e0e\u6311\u6218\u5206\u6790", + "TaskContent": "\u5206\u6790\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u548c\u4f18\u5316\u9700\u6c42\u3002", + "InputObject_List": [], + "OutputObject": "\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a", + "AgentSelection": [ + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": 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"\u73b0\u6709\u6280\u672f\u8c03\u7814", + "TaskContent": "\u8c03\u7814\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002", + "InputObject_List": [], + "OutputObject": "\u6280\u672f\u8c03\u7814\u62a5\u544a", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": 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"\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u7684\u8bc4\u4f30\u548c\u6279\u5224\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4e3b\u6d41\u6280\u672f\u548c\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u7406\u8bba\u548c\u5b9e\u8df5\u7684\u6279\u5224\u6027\u5206\u6790\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u548c\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6a21\u62df\u6548\u679c\u548c\u8ba1\u7b97\u6548\u7387\u7684\u6279\u5224\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6279\u8bc4\u610f\u89c1\uff0c\u6539\u8fdb\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\u7684\u63cf\u8ff0\u53ca\u5e94\u7528\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u5206\u6790\u4e0e\u5e94\u7528\u573a\u666f\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action6" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u610f\u89c1\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u6280\u672f\u65b9\u6848\u548c\u65b9\u6cd5\uff0c\u5f62\u6210\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u5168\u9762\u603b\u7ed3\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u4e3b\u6d41\u6280\u672f\u7684\u4f18\u7f3a\u70b9\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u8c03\u7814\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6280\u672f\u8c03\u7814\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u6536\u96c6\u4e0e\u9884\u5904\u7406", + "TaskContent": "\u6536\u96c6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002", + "InputObject_List": [], + "OutputObject": "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u5305\u62ec\u5b9e\u9a8c\u6d4b\u91cf\u548c\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6d41\u4f53\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7194\u3001\u51dd\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u6d41\u4f53\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u6d41\u7a0b\u548c\u7b97\u6cd5\uff0c\u652f\u6301\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\u3002", + "ImportantInput": [] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u9884\u5904\u7406\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u79d1\u5b66\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u6570\u636e\u9884\u5904\u7406\u7684\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\u6548\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5b8c\u6210\u8239\u8236\u5236\u9020\u76f8\u5173\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6536\u96c6\u3001\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u5f62\u6210\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6700\u7ec8\u7248\u672c\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u6536\u96c6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5efa\u7acb\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "TaskContent": "\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u73b0\u6709\u6280\u672f\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u3002", + "InputObject_List": [ + "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "\u6280\u672f\u8c03\u7814\u62a5\u544a" + ], + "OutputObject": "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u7406\u8bba\u6846\u67b6\u548c\u5173\u952e\u53c2\u6570\u3002", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u4f18\u5316\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6280\u672f\u8c03\u7814\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u6784\u5efa\u7684\u521d\u6b65\u6a21\u62df\u6a21\u578b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u5f62\u6210\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6700\u7ec8\u7248\u672c\uff0c\u4f9b\u540e\u7eed\u6b65\u9aa4\u4f7f\u7528\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>! and !<3>! perform the task of \u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u73b0\u6709\u6280\u672f\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6280\u672f\u8c03\u7814\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1", + "TaskContent": "\u8bbe\u8ba1\u9488\u5bf9\u521d\u6b65\u6a21\u578b\u7684\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u7cbe\u5ea6\u3002", + "InputObject_List": [ + "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ], + "OutputObject": "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u51fa\u4f18\u5316\u6a21\u578b\u7ed3\u6784\u548c\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u4ee5\u63d0\u9ad8\u6a21\u62df\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u89d2\u5ea6\uff0c\u63d0\u51fa\u6d41\u4f53\u6a21\u578b\u4e2d\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u9488\u5bf9\u6d41\u4f53\u6a21\u578b\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u65b9\u6cd5\uff0c\u63d0\u5347\u53c2\u6570\u8ba1\u7b97\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u3002", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u5efa\u8bae\u7684\u53ef\u884c\u6027\u53ca\u5176\u5bf9\u6a21\u578b\u6027\u80fd\u63d0\u5347\u7684\u6f5c\u5728\u5f71\u54cd\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u548c\u5b8c\u5584\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u8bc4\u4f30\u7ed3\u679c\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u578b\u53c2\u6570\u8ba1\u7b97\u7684\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6548\u7387\u548c\u7cbe\u5ea6\uff0c\u5b8c\u6210\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u8bbe\u8ba1\u9488\u5bf9\u521d\u6b65\u6a21\u578b\u7684\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u7cbe\u5ea6\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u4e0e\u6d4b\u8bd5", + "TaskContent": "\u5b9e\u73b0\u4f18\u5316\u65b9\u6848\u5e76\u8fdb\u884c\u6a21\u62df\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u6539\u8fdb\u3002", + "InputObject_List": [ + "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ], + "OutputObject": "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u51fa\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002", + "ImportantInput": [ + "InputObject:\u6a21\u578b\u4f18\u5316\u65b9\u6848" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u62df\u6280\u672f\u7684\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u83b7\u53d6\u7cbe\u5ea6\u3002", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u8bbe\u8ba1\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\uff0c\u5e76\u8fdb\u884c\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\u7684\u5408\u7406\u6027\u548c\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u4f18\u5316\u65b9\u6848\u548c\u6a21\u62df\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u6027\u80fd\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u6a21\u578b\uff0c\u5b8c\u6210\u6700\u7ec8\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u63d0\u4ea4\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action5" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>! and !<3>! perform the task of \u5b9e\u73b0\u4f18\u5316\u65b9\u6848\u5e76\u8fdb\u884c\u6a21\u62df\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u6539\u8fdb\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u7ed3\u679c\u5206\u6790\u4e0e\u53cd\u9988\u8c03\u6574", + "TaskContent": "\u5206\u6790\u4f18\u5316\u6a21\u578b\u6a21\u62df\u7ed3\u679c\uff0c\u6839\u636e\u53cd\u9988\u8c03\u6574\u6a21\u578b\u53c2\u6570\u548c\u4f18\u5316\u7b56\u7565\u3002", + "InputObject_List": [ + "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b" + ], + "OutputObject": "\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a", + "AgentSelection": [ + "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6a21\u62df\u7ed3\u679c\u5206\u6790\u548c\u6a21\u578b\u53c2\u6570\u53cd\u9988\u5efa\u8bae\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u5206\u6790\u6d41\u4f53\u6a21\u62df\u7ed3\u679c\u4e2d\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6a21\u578b\u53c2\u6570\u8c03\u6574\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": 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!<4>!.", + "data": { + "0": { + "text": "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u4f18\u5316\u96be\u9898\uff1f" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u89e3\u51b3\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u4f18\u5316\u96be\u9898\uff1f', 'Collaboration Process': [{'StepName': '\u9700\u6c42\u4e0e\u6311\u6218\u5206\u6790', 'TaskContent': '\u5206\u6790\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u548c\u4f18\u5316\u9700\u6c42\u3002', 'InputObject_List': [], 'OutputObject': '\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a', 'AgentSelection': ['\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>! \u548c !<1>! \u6267\u884c\u4efb\u52a1 !<2>!, \u5f97\u5230 !<3>!.', 'data': {'0': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u5206\u6790\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u548c\u4f18\u5316\u9700\u6c42\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '3': {'text': '\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u8ba1\u7b97\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u53ca\u7269\u7406\u53c2\u6570\u5efa\u6a21\u6311\u6218\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6d41\u4f53\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u548c\u6a21\u62df\u7cbe\u5ea6\u4f18\u5316\u7684\u6280\u672f\u96be\u70b9\u53ca\u9700\u6c42\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': 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'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8c03\u7814\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6280\u672f\u8c03\u7814\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 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'\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u7684\u8bc4\u4f30\u548c\u6279\u5224\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4e3b\u6d41\u6280\u672f\u548c\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u7406\u8bba\u548c\u5b9e\u8df5\u7684\u6279\u5224\u6027\u5206\u6790\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u548c\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6a21\u62df\u6548\u679c\u548c\u8ba1\u7b97\u6548\u7387\u7684\u6279\u5224\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6279\u8bc4\u610f\u89c1\uff0c\u6539\u8fdb\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\u7684\u63cf\u8ff0\u53ca\u5e94\u7528\u5efa\u8bae\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u5206\u6790\u4e0e\u5e94\u7528\u573a\u666f\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u610f\u89c1\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Finalize', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u6280\u672f\u65b9\u6848\u548c\u65b9\u6cd5\uff0c\u5f62\u6210\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u5168\u9762\u603b\u7ed3\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u4e3b\u6d41\u6280\u672f\u7684\u4f18\u7f3a\u70b9\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}, {'StepName': '\u6570\u636e\u6536\u96c6\u4e0e\u9884\u5904\u7406', 'TaskContent': '\u6536\u96c6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002', 'InputObject_List': [], 'OutputObject': '\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e', 'AgentSelection': ['\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u6536\u96c6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u5305\u62ec\u5b9e\u9a8c\u6d4b\u91cf\u548c\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6d41\u4f53\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7194\u3001\u51dd\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u6d41\u4f53\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u6d41\u7a0b\u548c\u7b97\u6cd5\uff0c\u652f\u6301\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u9884\u5904\u7406\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u79d1\u5b66\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u6570\u636e\u9884\u5904\u7406\u7684\u51c6\u786e\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\u6548\u679c\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5b8c\u6210\u8239\u8236\u5236\u9020\u76f8\u5173\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6536\u96c6\u3001\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u5f62\u6210\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6700\u7ec8\u7248\u672c\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5efa\u7acb\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'TaskContent': '\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u73b0\u6709\u6280\u672f\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u3002', 'InputObject_List': ['\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e', '\u6280\u672f\u8c03\u7814\u62a5\u544a'], 'OutputObject': '\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'AgentSelection': ['\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6280\u672f\u8c03\u7814\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u73b0\u6709\u6280\u672f\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u7406\u8bba\u6846\u67b6\u548c\u5173\u952e\u53c2\u6570\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u4f18\u5316\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6280\u672f\u8c03\u7814\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\u3002', 'ID': 'Action3', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u6784\u5efa\u7684\u521d\u6b65\u6a21\u62df\u6a21\u578b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6574\u5408\u4f18\u5316\u540e\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u5f62\u6210\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6700\u7ec8\u7248\u672c\uff0c\u4f9b\u540e\u7eed\u6b65\u9aa4\u4f7f\u7528\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action5']}]}, {'StepName': '\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1', 'TaskContent': '\u8bbe\u8ba1\u9488\u5bf9\u521d\u6b65\u6a21\u578b\u7684\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u7cbe\u5ea6\u3002', 'InputObject_List': ['\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', '\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a'], 'OutputObject': '\u6a21\u578b\u4f18\u5316\u65b9\u6848', 'AgentSelection': ['\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u8bbe\u8ba1\u9488\u5bf9\u521d\u6b65\u6a21\u578b\u7684\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u7cbe\u5ea6\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u6a21\u578b\u4f18\u5316\u65b9\u6848', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u51fa\u4f18\u5316\u6a21\u578b\u7ed3\u6784\u548c\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u4ee5\u63d0\u9ad8\u6a21\u62df\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u89d2\u5ea6\uff0c\u63d0\u51fa\u6d41\u4f53\u6a21\u578b\u4e2d\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u9488\u5bf9\u6d41\u4f53\u6a21\u578b\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u65b9\u6cd5\uff0c\u63d0\u5347\u53c2\u6570\u8ba1\u7b97\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a']}, {'ActionType': 'Critique', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u5efa\u8bae\u7684\u53ef\u884c\u6027\u53ca\u5176\u5bf9\u6a21\u578b\u6027\u80fd\u63d0\u5347\u7684\u6f5c\u5728\u5f71\u54cd\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u548c\u5b8c\u5584\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u8bc4\u4f30\u7ed3\u679c\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u578b\u53c2\u6570\u8ba1\u7b97\u7684\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6548\u7387\u548c\u7cbe\u5ea6\uff0c\u5b8c\u6210\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u4e0e\u6d4b\u8bd5', 'TaskContent': '\u5b9e\u73b0\u4f18\u5316\u65b9\u6848\u5e76\u8fdb\u884c\u6a21\u62df\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u6539\u8fdb\u3002', 'InputObject_List': ['\u6a21\u578b\u4f18\u5316\u65b9\u6848', '\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e'], 'OutputObject': '\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'AgentSelection': ['\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u6a21\u578b\u4f18\u5316\u65b9\u6848', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5b9e\u73b0\u4f18\u5316\u65b9\u6848\u5e76\u8fdb\u884c\u6a21\u62df\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u6539\u8fdb\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u51fa\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6a21\u578b\u4f18\u5316\u65b9\u6848']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': 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!<5>!.', 'data': {'0': {'text': '\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5206\u6790\u4f18\u5316\u6a21\u578b\u6a21\u62df\u7ed3\u679c\uff0c\u6839\u636e\u53cd\u9988\u8c03\u6574\u6a21\u578b\u53c2\u6570\u548c\u4f18\u5316\u7b56\u7565\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6', 'Description': 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"\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u8ba1\u7b97\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u53ca\u7269\u7406\u53c2\u6570\u5efa\u6a21\u6311\u6218\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u5728\u8239\u8236\u5236\u9020\u4e2d\uff0c\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u9762\u4e34\u7684\u5177\u4f53\u96be\u9898\u4e3b\u8981\u6e90\u81ea\u6d41\u4f53\u7684\u590d\u6742\u7269\u7406\u6027\u8d28\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6548\u5e94\u4ee5\u53ca\u8fb9\u754c\u6761\u4ef6\u7684\u590d\u6742\u6027\u3002\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u8ba1\u7b97\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u5177\u4f53\u96be\u70b9\u548c\u7269\u7406\u53c2\u6570\u5efa\u6a21\u6311\u6218\u53ef\u5f52\u7eb3\u5982\u4e0b\uff1a\n\n1. **\u591a\u76f8\u6d41\u548c\u81ea\u7531\u754c\u9762\u95ee\u9898** \n 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\u8239\u4f53\u5468\u56f4\u6d41\u573a\u591a\u4e3a\u9ad8\u96f7\u8bfa\u6570\u6e4d\u6d41\uff0c\u6e4d\u6d41\u7684\u975e\u7ebf\u6027\u548c\u591a\u5c3a\u5ea6\u7279\u6027\u4f7f\u5f97\u57fa\u4e8e\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\u7684\u76f4\u63a5\u6570\u503c\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\u3002\u6e4d\u6d41\u6a21\u578b\u9700\u517c\u987e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\uff0c\u4fdd\u8bc1\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u7684\u5408\u7406\u6027\u3002\n\n3. **\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6548\u5e94** \n \u8239\u8236\u8fd0\u884c\u65f6\u6d41\u4f53\u53ef\u80fd\u5b58\u5728\u6e29\u5ea6\u68af\u5ea6\u548c\u70ed\u4ea4\u6362\uff0c\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6001\u4e0b\u81ea\u7531\u80fd\u548c\u7113\u7684\u5206\u5e03\u5f71\u54cd\u6d41\u4f53\u5bc6\u5ea6\u548c\u7c98\u5ea6\uff0c\u8fdb\u800c\u5f71\u54cd\u6d41\u52a8\u7279\u6027\u3002\u5982\u4f55\u5728\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u4e2d\u8026\u5408\u70ed\u4f20\u5bfc\u548c\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\uff0c\u662f\u4e00\u5927\u6311\u6218\u3002\n\n4. **\u7269\u7406\u53c2\u6570\u7684\u51c6\u786e\u5efa\u6a21\u4e0e\u6807\u5b9a** \n \u6db2\u6001\u91d1\u5c5e\u6216\u542b\u6709\u6742\u8d28\u7684\u6d77\u6c34\u7b49\u6d41\u4f53\uff0c\u5176\u6bd4\u70ed\u3001\u71b5\u3001\u7113\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u968f\u6e29\u5ea6\u3001\u538b\u529b\u548c\u6210\u5206\u53d8\u5316\u590d\u6742\uff0c\u73b0\u6709\u7ecf\u9a8c\u516c\u5f0f\u96be\u4ee5\u8986\u76d6\u6240\u6709\u5de5\u51b5\u3002\u9700\u8981\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u539f\u7406\u6784\u5efa\u66f4\u7cbe\u786e\u7684\u81ea\u7531\u80fd\u51fd\u6570\u548c\u72b6\u6001\u65b9\u7a0b\uff0c\u4ee5\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002\n\n5. **\u8fb9\u754c\u6761\u4ef6\u7684\u590d\u6742\u6027\u4e0e\u52a8\u6001\u53d8\u5316** \n \u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7279\u6027\u4ee5\u53ca\u6d41\u4f53\u4e0e\u56fa\u4f53\u754c\u9762\u7684\u70ed\u529b\u5b66\u4ea4\u6362\uff0c\u5bfc\u81f4\u8fb9\u754c\u6761\u4ef6\u96be\u4ee5\u51c6\u786e\u63cf\u8ff0\u3002\u52a8\u6001\u53d8\u5316\u7684\u8fb9\u754c\u6761\u4ef6\u8981\u6c42\u6a21\u578b\u5177\u5907\u81ea\u9002\u5e94\u8c03\u6574\u80fd\u529b\uff0c\u4fdd\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n\u7efc\u4e0a\uff0c\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4f18\u5316\u9700\u6c42\u96c6\u4e2d\u5728\uff1a \n- \u5efa\u7acb\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u591a\u76f8\u6d41\u81ea\u7531\u80fd\u548c\u71b5\u6a21\u578b\uff0c\u51c6\u786e\u63cf\u8ff0\u754c\u9762\u52a8\u529b\u5b66\uff1b \n- \u5f00\u53d1\u517c\u987e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u7684\u6e4d\u6d41\u6a21\u578b\uff0c\u5408\u7406\u53cd\u6620\u80fd\u91cf\u8017\u6563\u8fc7\u7a0b\uff1b \n- \u5b9e\u73b0\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6548\u5e94\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff1b \n- \u7cbe\u7ec6\u5316\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u4e0e\u5b9e\u9a8c\u6807\u5b9a\uff0c\u63d0\u5347\u6a21\u578b\u666e\u9002\u6027\uff1b \n- \u8bbe\u8ba1\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u5904\u7406\u65b9\u6cd5\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n\u8fd9\u4e9b\u6311\u6218\u7684\u514b\u670d\u5c06\u663e\u8457\u63d0\u5347\u8239\u8236\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\uff0c\u4e3a\u8239\u8236\u8bbe\u8ba1\u548c\u5236\u9020\u8fc7\u7a0b\u4e2d\u7684\u6d41\u4f53\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6d41\u4f53\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u548c\u6a21\u62df\u7cbe\u5ea6\u4f18\u5316\u7684\u6280\u672f\u96be\u70b9\u53ca\u9700\u6c42\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u53ca\u6a21\u62df\u7cbe\u5ea6\u4f18\u5316\uff0c\u6280\u672f\u96be\u70b9\u53ca\u9700\u6c42\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n1. **\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u4e0e\u8ba1\u7b97\u96be\u70b9** \n - \u6db2\u6001\u91d1\u5c5e\u53ca\u590d\u6742\u6d77\u6c34\u4f53\u7cfb\u7684\u70ed\u529b\u5b66\u6027\u8d28\uff08\u5982\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u7113\u3001\u81ea\u7531\u80fd\uff09\u968f\u6e29\u5ea6\u3001\u538b\u529b\u548c\u6210\u5206\u53d8\u5316\u975e\u7ebf\u6027\u5f3a\uff0c\u4f20\u7edf\u7ecf\u9a8c\u516c\u5f0f\u96be\u4ee5\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u9700\u6c42\u3002 \n - \u9700\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u7b49\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\uff0c\u6784\u5efa\u9ad8\u7cbe\u5ea6\u81ea\u7531\u80fd\u51fd\u6570\u53ca\u72b6\u6001\u65b9\u7a0b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u9884\u6d4b\u548c\u6570\u503c\u6807\u5b9a\u3002 \n - \u591a\u7ec4\u5206\u3001\u591a\u76f8\u6001\u4e0b\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\u6548\u5e94\u590d\u6742\uff0c\u8981\u6c42\u6a21\u62df\u6280\u672f\u80fd\u591f\u5904\u7406\u7ec4\u5206\u6269\u6563\u3001\u76f8\u53d8\u53ca\u70ed\u529b\u5b66\u975e\u5e73\u8861\u8fc7\u7a0b\u3002\n\n2. **\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u4e2d\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u7ef4\u62a4** \n - \u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e2d\u9700\u51c6\u786e\u8026\u5408\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u3001\u5316\u5b66\u53cd\u5e94\u7b49\u70ed\u529b\u5b66\u8fc7\u7a0b\uff0c\u4fdd\u8bc1\u81ea\u7531\u80fd\u548c\u71b5\u4ea7\u751f\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3002 \n - \u6570\u503c\u7b97\u6cd5\u9700\u8bbe\u8ba1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u7ea6\u675f\uff0c\u907f\u514d\u6570\u503c\u8017\u6563\u5bfc\u81f4\u7684\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u6216\u635f\u5931\uff0c\u63d0\u9ad8\u6a21\u62df\u7a33\u5b9a\u6027\u548c\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n3. **\u6e4d\u6d41\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0** \n - \u6e4d\u6d41\u6a21\u578b\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u968f\u5c40\u90e8\u6e29\u5ea6\u548c\u538b\u529b\u52a8\u6001\u53d8\u5316\uff0c\u8981\u6c42\u6570\u503c\u6a21\u62df\u80fd\u591f\u5b9e\u65f6\u66f4\u65b0\u53c2\u6570\uff0c\u63d0\u9ad8\u5c40\u90e8\u6d41\u52a8\u53ca\u70ed\u4ea4\u6362\u6a21\u62df\u7cbe\u5ea6\u3002 \n - \u81ea\u7531\u754c\u9762\u5904\u7684\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u70ed\u6548\u5e94\u7b49\u9700\u901a\u8fc7\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8c03\u8282\uff0c\u5b9e\u73b0\u754c\u9762\u52a8\u529b\u5b66\u7684\u51c6\u786e\u6355\u6349\u3002\n\n4. **\u9ad8\u6548\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u5e76\u884c\u5316\u6280\u672f\u9700\u6c42** \n - \u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\uff08\u5982\u5206\u5b50\u6a21\u62df\uff09\u8ba1\u7b97\u91cf\u5927\uff0c\u9700\u7ed3\u5408\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09\u548c\u5e76\u884c\u7b97\u6cd5\uff0c\u63d0\u5347\u53c2\u6570\u83b7\u53d6\u901f\u5ea6\u548c\u6a21\u62df\u6548\u7387\u3002 \n - \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u4e2d\uff0c\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u573a\u7684\u591a\u5c42\u6b21\u8026\u5408\u6c42\u89e3\u7b97\u6cd5\u9700\u5177\u5907\u826f\u597d\u7684\u53ef\u6269\u5c55\u6027\u548c\u7a33\u5b9a\u6027\u3002\n\n5. **\u5b9e\u9a8c\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u6821\u51c6\u6280\u672f** \n - \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\uff08\u5982\u70ed\u529b\u5b66\u6027\u8d28\u6d4b\u5b9a\u3001\u6d41\u4f53\u52a8\u529b\u5b66\u5b9e\u9a8c\uff09\u4e0e\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u901a\u8fc7\u6570\u636e\u540c\u5316\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u7684\u52a8\u6001\u6821\u51c6\u548c\u4f18\u5316\u3002 \n - \u6784\u5efa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u5de5\u51b5\u7684\u6570\u636e\u5e93\uff0c\u652f\u6301\u591a\u5de5\u51b5\u3001\u591a\u53c2\u6570\u7684\u70ed\u529b\u5b66\u6027\u8d28\u5feb\u901f\u67e5\u8be2\u4e0e\u8c03\u7528\u3002\n\n\u7efc\u4e0a\uff0c\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u548c\u6a21\u62df\u7cbe\u5ea6\u7684\u5173\u952e\u6280\u672f\u9700\u6c42\u5728\u4e8e\uff1a \n- 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\u6db2\u6001\u91d1\u5c5e\u53ca\u590d\u6742\u6d77\u6c34\u4f53\u7cfb\u7684\u5fae\u89c2\u7ed3\u6784\u548c\u5206\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u51b3\u5b9a\u4e86\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u4f46\u76f4\u63a5\u5206\u5b50\u6a21\u62df\u8ba1\u7b97\u6210\u672c\u6781\u9ad8\u3002\u5982\u4f55\u5728\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u4ece\u5206\u5b50\u5c3a\u5ea6\u5230\u5b8f\u89c2\u5c3a\u5ea6\u7684\u6709\u6548\u964d\u9636\u5efa\u6a21\uff0c\u662f\u63d0\u9ad8\u6a21\u62df\u6548\u7387\u548c\u9002\u7528\u6027\u7684\u5173\u952e\u3002\u964d\u9636\u6a21\u578b\u9700\u4fdd\u7559\u975e\u7ebf\u6027\u548c\u591a\u76f8\u6d41\u7279\u5f81\uff0c\u9632\u6b62\u7269\u7406\u4fe1\u606f\u4e22\u5931\u3002\n\n5. **\u52a8\u6001\u8fb9\u754c\u4e0e\u975e\u5747\u5300\u6027\u5e26\u6765\u7684\u5efa\u6a21\u590d\u6742\u5ea6** \n 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\u5bf9\u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u7684\u5177\u4f53\u5b9e\u73b0\u8def\u5f84\u63cf\u8ff0\u8f83\u4e3a\u7b3c\u7edf\uff0c\u7f3a\u5c11\u9488\u5bf9\u6570\u503c\u7b97\u6cd5\u5982\u4f55\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u548c\u975e\u7ebf\u6027\u7279\u5f81\u4fdd\u7559\u7684\u5177\u4f53\u7b56\u7565\uff0c\u8fd9\u5bf9\u540e\u7eed\u6a21\u62df\u6846\u67b6\u8bbe\u8ba1\u5177\u6709\u5173\u952e\u5f71\u54cd\u3002\n\n2. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u81ea\u9002\u5e94\u5904\u7406\u867d\u63d0\u51fa\uff0c\u4f46\u672a\u660e\u786e\u7ed3\u5408\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u5b9e\u73b0\u65b9\u6848\uff0c\u53ef\u80fd\u5bfc\u81f4\u5b9e\u9645\u6570\u503c\u6a21\u62df\u4e2d\u8ba1\u7b97\u8d44\u6e90\u4e0e\u6548\u7387\u7684\u77db\u76fe\u96be\u4ee5\u6709\u6548\u89e3\u51b3\u3002 \n\n\u5efa\u8bae\u5728\u540e\u7eed\u5de5\u4f5c\u4e2d\uff0c\u7ed3\u5408\u5177\u4f53\u6570\u503c\u65b9\u6cd5\u548c\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\uff0c\u7ec6\u5316\u8fd9\u4e9b\u5173\u952e\u73af\u8282\u7684\u53ef\u64cd\u4f5c\u65b9\u6848\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u6d41\u4f53\u6a21\u62df\u4e2d\u7269\u7406\u6a21\u578b\u7684\u63cf\u8ff0\uff0c\u589e\u5f3a\u6a21\u578b\u9488\u5bf9\u5236\u9020\u73af\u5883\u7684\u9002\u5e94\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u5b8c\u5584\u7269\u7406\u6a21\u578b\u63cf\u8ff0\uff0c\u91cd\u70b9\u7ec6\u5316\u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u7684\u5b9e\u73b0\u8def\u5f84\u53ca\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u81ea\u9002\u5e94\u5904\u7406\u65b9\u6848\uff0c\u589e\u5f3a\u6a21\u578b\u5728\u8239\u8236\u5236\u9020\u590d\u6742\u73af\u5883\u4e2d\u7684\u9002\u5e94\u6027\u548c\u53ef\u64cd\u4f5c\u6027\u3002\n\n## Improved version of \u7269\u7406\u6a21\u578b\u63cf\u8ff0\u5b8c\u5584\n\n\u5728\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u7269\u7406\u5efa\u6a21\u4e2d\uff0c\u9488\u5bf9\u975e\u7ebf\u6027\u8026\u5408\u3001\u591a\u76f8\u6d41\u754c\u9762\u52a8\u529b\u5b66\u53ca\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6001\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u590d\u6742\u6027\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8865\u5145\u5b8c\u5584\u5982\u4e0b\uff1a\n\n1. **\u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u7684\u5b9e\u73b0\u8def\u5f84\u4e0e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u4fdd\u969c** \n \u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u7684\u5173\u952e\u5728\u4e8e\u5728\u4fdd\u8bc1\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff08\u71b5\u589e\u539f\u7406\uff09\u548c\u975e\u7ebf\u6027\u8026\u5408\u7279\u5f81\u7684\u524d\u63d0\u4e0b\uff0c\u6709\u6548\u63d0\u53d6\u5206\u5b50\u5c3a\u5ea6\u4fe1\u606f\u5e76\u6620\u5c04\u5230\u5b8f\u89c2\u5c3a\u5ea6\u53d8\u91cf\u3002\u5177\u4f53\u5b9e\u73b0\u8def\u5f84\u5305\u62ec\uff1a \n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u548c\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u7406\u8bba\uff0c\u6784\u5efa\u57fa\u4e8e\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u5b8f\u89c2\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u5c06\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6216\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u5f97\u5230\u7684\u81ea\u7531\u80fd\u66f2\u9762\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6216\u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u8fdb\u884c\u51fd\u6570\u62df\u5408\u548c\u53c2\u6570\u5316\u3002 \n - \u8bbe\u8ba1\u70ed\u529b\u5b66\u4e00\u81f4\u7684\u964d\u9636\u65b9\u7a0b\u7ec4\uff0c\u91c7\u7528\u8017\u6563\u7ed3\u6784\u7406\u8bba\u786e\u4fdd\u6a21\u578b\u7684\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u7b26\u5408\u7269\u7406\u89c4\u5f8b\u3002 \n - \u901a\u8fc7\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods, HMM\uff09\u5b9e\u73b0\u4e0d\u540c\u5c3a\u5ea6\u6a21\u578b\u7684\u6709\u673a\u8854\u63a5\uff0c\u4fdd\u8bc1\u975e\u7ebf\u6027\u8026\u5408\u6548\u5e94\u7684\u5b8c\u6574\u4fdd\u7559\u3002 \n - \u5728\u6570\u503c\u6c42\u89e3\u4e2d\u5f15\u5165\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u65b9\u6cd5\uff08\u5982\u80fd\u91cf\u7a33\u5b9a\u683c\u5f0f\u3001\u71b5\u7a33\u5b9a\u683c\u5f0f\uff09\uff0c\u907f\u514d\u964d\u9636\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u975e\u7269\u7406\u89e3\u6216\u6570\u503c\u4e0d\u7a33\u5b9a\u3002\n\n2. **\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u81ea\u9002\u5e94\u5904\u7406\u4e0e\u9ad8\u6027\u80fd\u8ba1\u7b97\u7ed3\u5408** \n \u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7279\u6027\u53ca\u6d41\u4f53-\u56fa\u4f53\u754c\u9762\u70ed\u529b\u5b66\u4ea4\u6362\u7684\u52a8\u6001\u53d8\u5316\uff0c\u8981\u6c42\u8fb9\u754c\u6761\u4ef6\u6a21\u578b\u5177\u5907\u9ad8\u5206\u8fa8\u7387\u548c\u81ea\u9002\u5e94\u8c03\u6574\u80fd\u529b\u3002\u5177\u4f53\u65b9\u6848\u5305\u62ec\uff1a \n - \u5229\u7528\u5c40\u90e8\u7f51\u683c\u81ea\u9002\u5e94\u7ec6\u5316\uff08Adaptive Mesh Refinement, AMR\uff09\u6280\u672f\uff0c\u52a8\u6001\u8c03\u6574\u8fb9\u754c\u53ca\u754c\u9762\u533a\u57df\u7684\u8ba1\u7b97\u7f51\u683c\u5bc6\u5ea6\uff0c\u786e\u4fdd\u5173\u952e\u533a\u57df\u7684\u7269\u7406\u7ec6\u8282\u5f97\u5230\u5145\u5206\u89e3\u6790\u3002 \n - \u7ed3\u5408\u8fb9\u754c\u81ea\u7531\u80fd\u548c\u71b5\u7684\u5c40\u90e8\u72b6\u6001\u53d8\u91cf\uff0c\u8bbe\u8ba1\u8fb9\u754c\u6761\u4ef6\u7684\u70ed\u529b\u5b66\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u8fb9\u754c\u53c2\u6570\u7684\u5b9e\u65f6\u66f4\u65b0\u548c\u7269\u7406\u4e00\u81f4\u6027\u7ef4\u62a4\u3002 \n - \u5728\u9ad8\u6027\u80fd\u8ba1\u7b97\u73af\u5883\u4e0b\uff0c\u91c7\u7528\u4efb\u52a1\u5e76\u884c\u4e0e\u6570\u636e\u5e76\u884c\u76f8\u7ed3\u5408\u7684\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff0c\u4f18\u5316\u52a8\u6001\u8fb9\u754c\u5904\u7406\u7684\u8ba1\u7b97\u8d1f\u8f7d\u5206\u5e03\uff0c\u964d\u4f4e\u901a\u4fe1\u5f00\u9500\uff0c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002 \n - \u5f00\u53d1\u57fa\u4e8eGPU\u52a0\u901f\u7684\u8fb9\u754c\u6761\u4ef6\u66f4\u65b0\u7b97\u6cd5\uff0c\u5b9e\u73b0\u8fb9\u754c\u72b6\u6001\u7684\u5feb\u901f\u8ba1\u7b97\u548c\u52a8\u6001\u54cd\u5e94\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u5927\u89c4\u6a21\u6d41\u4f53\u6a21\u62df\u7684\u5b9e\u65f6\u6027\u9700\u6c42\u3002\n\n3. **\u975e\u7ebf\u6027\u8026\u5408\u3001\u591a\u76f8\u6d41\u754c\u9762\u52a8\u529b\u5b66\u53ca\u975e\u5e73\u8861\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u7efc\u5408\u5efa\u6a21** \n - \u901a\u8fc7\u6784\u5efa\u5305\u542b\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u7ec4\u5206\u591a\u76f8\u6d41\u6a21\u578b\uff0c\u51c6\u786e\u63cf\u8ff0\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u70ed\u6548\u5e94\u53ca\u6eb6\u8d28\u6269\u6563\u7684\u975e\u7ebf\u6027\u8026\u5408\u3002 \n - \u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u8017\u6563\u7ed3\u6784\u7406\u8bba\uff0c\u7ed3\u5408\u5e7f\u4e49\u4e0d\u53ef\u9006\u8fc7\u7a0b\u63cf\u8ff0\uff0c\u5efa\u7acb\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6001\u4e0b\u7684\u81ea\u7531\u80fd\u548c\u71b5\u4ea7\u751f\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u548c\u5316\u5b66\u53cd\u5e94\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u5728\u6570\u503c\u5b9e\u73b0\u4e0a\uff0c\u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u7b97\u6cd5\uff0c\u786e\u4fdd\u5404\u7269\u7406\u573a\u95f4\u7684\u80fd\u91cf\u548c\u71b5\u4f20\u9012\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n4. **\u6a21\u578b\u9002\u5e94\u5236\u9020\u73af\u5883\u7684\u53ef\u64cd\u4f5c\u6027\u8bbe\u8ba1** \n - \u7ed3\u5408\u8239\u8236\u5236\u9020\u5de5\u51b5\uff0c\u5efa\u7acb\u5305\u542b\u591a\u5de5\u51b5\u3001\u591a\u53c2\u6570\u7684\u70ed\u529b\u5b66\u6027\u8d28\u6570\u636e\u5e93\uff0c\u652f\u6301\u6a21\u578b\u53c2\u6570\u7684\u5feb\u901f\u8c03\u7528\u548c\u52a8\u6001\u6821\u51c6\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u7269\u7406\u6a21\u578b\u6846\u67b6\uff0c\u4fbf\u4e8e\u96c6\u6210\u4e0d\u540c\u5c3a\u5ea6\u548c\u4e0d\u540c\u7269\u7406\u8fc7\u7a0b\u7684\u5b50\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u4e0e\u6570\u503c\u6a21\u62df\uff0c\u91c7\u7528\u6570\u636e\u540c\u5316\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u6a21\u578b\u53c2\u6570\u7684\u5728\u7ebf\u4f18\u5316\u4e0e\u8bef\u5dee\u4fee\u6b63\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5236\u9020\u73af\u5883\u590d\u6742\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002\n\n\u7efc\u4e0a\uff0c\u5b8c\u5584\u540e\u7684\u7269\u7406\u6a21\u578b\u4e0d\u4ec5\u7cfb\u7edf\u6db5\u76d6\u4e86\u975e\u7ebf\u6027\u3001\u591a\u76f8\u6d41\u53ca\u975e\u5e73\u8861\u591a\u7269\u7406\u8026\u5408\u7684\u590d\u6742\u7279\u5f81\uff0c\u8fd8\u7ec6\u5316\u4e86\u591a\u5c3a\u5ea6\u964d\u9636\u548c\u52a8\u6001\u8fb9\u754c\u5904\u7406\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\uff0c\u7ed3\u5408\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u6a21\u578b\u5728\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u4e2d\u7684\u9002\u5e94\u6027\u3001\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u540e\u7eed\u6570\u503c\u6a21\u62df\u6846\u67b6\u8bbe\u8ba1\u548c\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u4e0e\u6280\u672f\u57fa\u7840\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u7269\u7406\u5b66\u5bb6\u7684\u6539\u8fdb\uff0c\u63d0\u51fa\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u548c\u53c2\u6570\u83b7\u53d6\u6d41\u7a0b\u7684\u5177\u4f53\u65b9\u6848\uff0c\u63d0\u5347\u5efa\u6a21\u6548\u7387\u548c\u7cbe\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u5bf9\u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u548c\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u81ea\u9002\u5e94\u5904\u7406\u7684\u7ec6\u5316\u63cf\u8ff0\uff0c\u6211\u5c06\u63d0\u51fa\u5177\u4f53\u7684\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u4f18\u5316\u65b9\u6848\u548c\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u6d41\u7a0b\uff0c\u7740\u91cd\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u6548\u7387\u4e0e\u7cbe\u5ea6\u3002\n\n## Improved version of \u6570\u503c\u6a21\u62df\u65b9\u6cd5\u548c\u53c2\u6570\u83b7\u53d6\u6d41\u7a0b\u4f18\u5316\u65b9\u6848\n\n\u4e3a\u5e94\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u590d\u6742\u7269\u7406\u7279\u5f81\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u975e\u7ebf\u6027\u53d8\u5316\uff0c\u63d0\u51fa\u5982\u4e0b\u4f18\u5316\u7684\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u548c\u53c2\u6570\u83b7\u53d6\u6d41\u7a0b\uff1a\n\n1. **\u57fa\u4e8e\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6846\u67b6** \n - \u91c7\u7528\u5206\u5c42\u6a21\u62df\u7b56\u7565\uff0c\u5c06\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u4f5c\u4e3a\u5fae\u89c2\u5c3a\u5ea6\u57fa\u7840\uff0c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08\u5982\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u3001Gaussian Process Regression\uff09\u5bf9\u81ea\u7531\u80fd\u66f2\u9762\u8fdb\u884c\u9ad8\u6548\u62df\u5408\uff0c\u751f\u6210\u53c2\u6570\u5316\u7684\u5b8f\u89c2\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u3002 \n - \u8bbe\u8ba1\u4e2d\u95f4\u5c3a\u5ea6\u6a21\u578b\uff08\u5982\u7c97\u7c92\u5316\u5206\u5b50\u6a21\u578b\u6216\u76f8\u573a\u6a21\u578b\uff09\u4f5c\u4e3a\u6865\u6881\uff0c\u5b9e\u73b0\u5fae\u89c2\u4fe1\u606f\u5411\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u65e0\u7f1d\u4f20\u9012\u3002 \n - \u591a\u5c3a\u5ea6\u8026\u5408\u91c7\u7528Heterogeneous Multiscale Methods (HMM)\u6216\u591a\u7f51\u683c\u65b9\u6cd5\uff0c\u4fdd\u8bc1\u975e\u7ebf\u6027\u8026\u5408\u548c\u70ed\u529b\u5b66\u4e00\u81f4\u6027\uff0c\u907f\u514d\u4fe1\u606f\u4e22\u5931\u548c\u6570\u503c\u4e0d\u7a33\u5b9a\u3002\n\n2. **\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u7b97\u6cd5\u8bbe\u8ba1** \n - \u9488\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u70ed\u529b\u5b66\u8026\u5408\u65b9\u7a0b\uff0c\u91c7\u7528\u80fd\u91cf\u7a33\u5b9a\u683c\u5f0f\u548c\u71b5\u7a33\u5b9a\u683c\u5f0f\u7684\u6570\u503c\u79bb\u6563\u65b9\u6cd5\uff0c\u786e\u4fdd\u6570\u503c\u89e3\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u3002 \n - \u5728\u591a\u76f8\u6d41\u754c\u9762\u6355\u6349\u4e2d\uff0c\u7ed3\u5408\u76f8\u573a\u6a21\u578b\u548c\u754c\u9762\u5f20\u529b\u7684\u70ed\u529b\u5b66\u63cf\u8ff0\uff0c\u5229\u7528\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u548c\u7a7a\u95f4\u7f51\u683c\uff0c\u52a8\u6001\u8c03\u8282\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u7a33\u5b9a\u6027\u3002 \n - \u5bf9\u6e4d\u6d41\u6a21\u62df\u5f15\u5165\u70ed\u529b\u5b66\u4e00\u81f4\u7684\u6e4d\u6d41\u6a21\u578b\uff08\u5982\u57fa\u4e8e\u5927\u6da1\u6a21\u62df LES \u7684\u70ed\u529b\u5b66\u4fee\u6b63\u6a21\u578b\uff09\uff0c\u5b9e\u73b0\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u3002\n\n3. **\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u6570\u503c\u5b9e\u73b0\u4e0e\u9ad8\u6027\u80fd\u8ba1\u7b97\u878d\u5408** \n - \u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u5728\u8fb9\u754c\u53ca\u754c\u9762\u533a\u57df\u5b9e\u73b0\u9ad8\u5206\u8fa8\u7387\u8ba1\u7b97\uff0c\u7ed3\u5408\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u8fb9\u754c\u6761\u4ef6\u7684\u7269\u7406\u4e00\u81f4\u6027\u52a8\u6001\u8c03\u6574\u3002 \n - \u5229\u7528\u57fa\u4e8eGPU\u7684\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\uff0c\u5b9e\u73b0\u8fb9\u754c\u6761\u4ef6\u66f4\u65b0\u548c\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u7684\u52a0\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u74f6\u9888\u3002 \n - \u8bbe\u8ba1\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff08MPI+OpenMP/CUDA\uff09\uff0c\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\uff0c\u786e\u4fdd\u52a8\u6001\u8fb9\u754c\u5904\u7406\u8fc7\u7a0b\u4e2d\u8ba1\u7b97\u8d1f\u8f7d\u5747\u8861\u548c\u901a\u4fe1\u6548\u7387\u3002\n\n4. **\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u4e0e\u6a21\u578b\u6821\u51c6\u6d41\u7a0b\u4f18\u5316** \n - \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u6570\u503c\u6a21\u62df\u7ed3\u679c\u7684\u878d\u5408\u5e73\u53f0\uff0c\u91c7\u7528\u6570\u636e\u540c\u5316\u6280\u672f\uff08\u5982\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\uff09\u5b9e\u73b0\u6a21\u578b\u53c2\u6570\u7684\u5728\u7ebf\u6821\u51c6\u3002 \n - \u5f15\u5165\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u5bf9\u5927\u91cf\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u89c4\u5f8b\u53d1\u73b0\uff0c\u8f85\u52a9\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u63d0\u9ad8\u53c2\u6570\u9884\u6d4b\u7684\u6cdb\u5316\u80fd\u529b\u3002 \n - \u6784\u5efa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u5de5\u51b5\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u591a\u5de5\u51b5\u3001\u591a\u53c2\u6570\u5feb\u901f\u67e5\u8be2\u4e0e\u52a8\u6001\u66f4\u65b0\uff0c\u63d0\u5347\u6a21\u62df\u54cd\u5e94\u901f\u5ea6\u548c\u9002\u5e94\u6027\u3002\n\n5. **\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u4e2d\u7684\u6570\u503c\u6d41\u7a0b\u8bbe\u8ba1** \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u6846\u67b6\uff0c\u652f\u6301\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u548c\u5316\u5b66\u53cd\u5e94\u7b49\u5b50\u6a21\u578b\u7684\u7075\u6d3b\u7ec4\u5408\u4e0e\u8026\u5408\u3002 \n - \u91c7\u7528\u677e\u8026\u5408\u4e0e\u7d27\u8026\u5408\u76f8\u7ed3\u5408\u7684\u6570\u503c\u6c42\u89e3\u7b56\u7565\uff0c\u6839\u636e\u95ee\u9898\u590d\u6742\u5ea6\u548c\u8ba1\u7b97\u8d44\u6e90\u9009\u62e9\u5408\u9002\u7684\u8026\u5408\u65b9\u5f0f\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u7269\u7406\u51c6\u786e\u6027\u3002 \n - \u5728\u8026\u5408\u8fc7\u7a0b\u4e2d\uff0c\u4e25\u683c\u63a7\u5236\u80fd\u91cf\u548c\u71b5\u7684\u4f20\u9012\uff0c\u786e\u4fdd\u6574\u4f53\u7cfb\u7edf\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u63d0\u9ad8\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002\n\n\u7efc\u4e0a\uff0c\u8be5\u4f18\u5316\u65b9\u6848\u901a\u8fc7\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u3001\u7ed3\u6784\u4fdd\u6301\u7b97\u6cd5\u8bbe\u8ba1\u3001\u52a8\u6001\u8fb9\u754c\u81ea\u9002\u5e94\u5904\u7406\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u548c\u6570\u636e\u9a71\u52a8\u7684\u53c2\u6570\u6821\u51c6\uff0c\u7cfb\u7edf\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u548c\u6a21\u62df\u7cbe\u5ea6\uff0c\u4e3a\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u95ee\u9898\u7684\u89e3\u51b3\u63d0\u4f9b\u9ad8\u6548\u3001\u7a33\u5b9a\u4e14\u7269\u7406\u4e00\u81f4\u7684\u6570\u503c\u6a21\u62df\u5de5\u5177\uff0c\u52a9\u529b\u8239\u8236\u8bbe\u8ba1\u4e0e\u5236\u9020\u7684\u521b\u65b0\u4e0e\u4f18\u5316\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u6216\u8ba1\u7b97\u6d41\u7a0b\u56fe\u793a\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u53cc\u65b9\u63d0\u51fa\u7684\u5206\u6790\u4e0e\u4f18\u5316\u9700\u6c42\uff0c\u5f62\u6210\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u96be\u9898\u53ca\u5efa\u6a21\u4f18\u5316\u9700\u6c42\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6df1\u5165\u5206\u6790\u4e0e\u4f18\u5316\u5efa\u8bae\uff0c\u6211\u5c06\u6574\u5408\u53cc\u65b9\u89c2\u70b9\uff0c\u5f62\u6210\u4e00\u4efd\u7cfb\u7edf\u5168\u9762\u7684\u201c\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u96be\u9898\u53ca\u5efa\u6a21\u4f18\u5316\u9700\u6c42\u7efc\u5408\u5206\u6790\u62a5\u544a\u201d\uff0c\u4ee5\u4fbf\u4e3a\u540e\u7eed\u7684\u6570\u503c\u6a21\u62df\u6846\u67b6\u8bbe\u8ba1\u548c\u6280\u672f\u653b\u5173\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u548c\u6280\u672f\u652f\u6491\u3002\n\n\u8fd9\u4efd\u62a5\u544a\u91cd\u70b9\u6db5\u76d6\u4e86\u6d41\u4f53\u6a21\u62df\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u5efa\u6a21\u3001\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u3001\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u5904\u7406\u3001\u6570\u503c\u7b97\u6cd5\u8bbe\u8ba1\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e94\u7528\u7b49\u5173\u952e\u96be\u9898\uff0c\u5e76\u63d0\u51fa\u9488\u5bf9\u6027\u7684\u4f18\u5316\u9700\u6c42\u548c\u5b9e\u73b0\u8def\u5f84\u3002\n\n\u4ee5\u4e0b\u662f\u7efc\u5408\u5206\u6790\u62a5\u544a\u7684\u5b8c\u6574\u5185\u5bb9\uff1a\n\n```\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a\n\n\u4e00\u3001\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u9762\u4e34\u7684\u4e3b\u8981\u96be\u9898\n\n1. \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u754c\u9762\u52a8\u529b\u5b66\u7684\u590d\u6742\u6027 \n\u8239\u8236\u5728\u6c34\u4e2d\u8fd0\u52a8\u6d89\u53ca\u6db2-\u6c14\u591a\u76f8\u6d41\uff0c\u5b58\u5728\u52a8\u6001\u53d8\u5316\u7684\u81ea\u7531\u6db2\u9762\uff08\u6ce2\u6d6a\u7b49\uff09\uff0c\u754c\u9762\u5f62\u6001\u975e\u7ebf\u6027\u5f3a\uff0c\u4f34\u968f\u76f8\u53d8\u548c\u6eb6\u8d28\u6269\u6563\uff0c\u5bfc\u81f4\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\u6c42\u89e3\u56f0\u96be\u3002\u754c\u9762\u81ea\u7531\u80fd\u548c\u71b5\u4ea7\u751f\u7684\u975e\u5747\u5300\u5206\u5e03\u5bf9\u754c\u9762\u52a8\u529b\u5b66\u5f71\u54cd\u663e\u8457\uff0c\u9700\u7cbe\u786e\u6355\u6349\u754c\u9762\u5f20\u529b\u53ca\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6548\u5e94\u3002\n\n2. \u9ad8\u96f7\u8bfa\u6570\u6e4d\u6d41\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\u96be\u9898 \n\u8239\u4f53\u5468\u56f4\u6d41\u573a\u591a\u4e3a\u6e4d\u6d41\uff0c\u6e4d\u6d41\u7684\u591a\u5c3a\u5ea6\u975e\u7ebf\u6027\u7279\u5f81\u4f7f\u5f97\u76f4\u63a5\u6570\u503c\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\u3002\u6e4d\u6d41\u6a21\u578b\u9700\u517c\u987e\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u5408\u7406\u53cd\u6620\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u8fc7\u7a0b\uff0c\u4fdd\u8bc1\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n3. \u70ed\u529b\u5b66\u975e\u5e73\u8861\u6001\u4e0b\u591a\u7269\u7406\u573a\u8026\u5408\u6311\u6218 \n\u6e29\u5ea6\u68af\u5ea6\u3001\u6210\u5206\u68af\u5ea6\u53ca\u70ed\u4ea4\u6362\u5bfc\u81f4\u6d41\u4f53\u5c40\u90e8\u70ed\u529b\u5b66\u72b6\u6001\u8fdc\u79bb\u5e73\u8861\uff0c\u4f20\u7edf\u5e73\u8861\u6001\u6a21\u578b\u5931\u6548\u3002\u9700\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7406\u8bba\uff0c\u6784\u5efa\u6db5\u76d6\u81ea\u7531\u80fd\u6cdb\u51fd\u548c\u71b5\u4ea7\u751f\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u53ca\u5316\u5b66\u53cd\u5e94\u7684\u7d27\u5bc6\u8026\u5408\u3002\n\n4. \u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u4e0e\u52a8\u6001\u66f4\u65b0\u96be\u9898 \n\u6db2\u6001\u91d1\u5c5e\u53ca\u590d\u6742\u6d77\u6c34\u4f53\u7cfb\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u7113\u3001\u81ea\u7531\u80fd\uff09\u968f\u6e29\u5ea6\u3001\u538b\u529b\u3001\u6210\u5206\u975e\u7ebf\u6027\u53d8\u5316\uff0c\u4f20\u7edf\u7ecf\u9a8c\u516c\u5f0f\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002\u70ed\u529b\u5b66\u53c2\u6570\u9700\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7b2c\u4e00\u6027\u539f\u7406\u7b49\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\u8ba1\u7b97\uff0c\u5e76\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u53c2\u6570\u5316\uff0c\u652f\u6301\u6570\u503c\u6a21\u62df\u4e2d\u52a8\u6001\u5b9e\u65f6\u66f4\u65b0\u3002\n\n5. \u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u6784\u5efa\u4e0e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u4fdd\u969c\u96be\u70b9 \n\u5fae\u89c2\u5206\u5b50\u7ed3\u6784\u51b3\u5b9a\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u4f46\u76f4\u63a5\u5206\u5b50\u6a21\u62df\u8ba1\u7b97\u6210\u672c\u6781\u9ad8\u3002\u5982\u4f55\u5728\u4fdd\u8bc1\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u5206\u5b50\u5c3a\u5ea6\u4fe1\u606f\u5411\u5b8f\u89c2\u5c3a\u5ea6\u7684\u6709\u6548\u964d\u9636\u6620\u5c04\uff0c\u662f\u5173\u952e\u6280\u672f\u96be\u9898\u3002\n\n6. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u63cf\u8ff0\u4e0e\u81ea\u9002\u5e94\u5904\u7406\u590d\u6742\u6027 \n\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7279\u6027\u53ca\u6d41\u4f53-\u56fa\u4f53\u754c\u9762\u70ed\u529b\u5b66\u4ea4\u6362\u8fc7\u7a0b\u65f6\u7a7a\u53d8\u5316\u590d\u6742\uff0c\u8fb9\u754c\u6761\u4ef6\u96be\u4ee5\u51c6\u786e\u63cf\u8ff0\u3002\u9700\u7ed3\u5408\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u8bbe\u8ba1\u81ea\u9002\u5e94\u8fb9\u754c\u6761\u4ef6\u6a21\u578b\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u7f51\u683c\u548c\u8fb9\u754c\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n7. \u8ba1\u7b97\u8d44\u6e90\u4e0e\u6548\u7387\u7684\u77db\u76fe \n\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\uff0c\u9700\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u652f\u6301\u3002\u5982\u4f55\u4f18\u5316\u5e76\u884c\u7b97\u6cd5\u3001\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u548c\u901a\u4fe1\u6548\u7387\uff0c\u662f\u63d0\u5347\u6a21\u62df\u6548\u7387\u7684\u5173\u952e\u3002\n\n\u4e8c\u3001\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u4f18\u5316\u9700\u6c42\u4e0e\u5b9e\u73b0\u8def\u5f84\n\n1. \u5efa\u7acb\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6846\u67b6 \n- \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u6784\u5efa\u53c2\u6570\u5316\u81ea\u7531\u80fd\u51fd\u6570\u548c\u72b6\u6001\u65b9\u7a0b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u9884\u6d4b\u548c\u6570\u503c\u6807\u5b9a\u3002 \n- \u8bbe\u8ba1\u4e2d\u95f4\u5c3a\u5ea6\u6a21\u578b\u4f5c\u4e3a\u6865\u6881\uff0c\u5b9e\u73b0\u5fae\u89c2\u4fe1\u606f\u5411\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u65e0\u7f1d\u4f20\u9012\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\u4fdd\u8bc1\u975e\u7ebf\u6027\u8026\u5408\u548c\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n2. \u8bbe\u8ba1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5f3a\u7684\u7ed3\u6784\u4fdd\u6301\u578b\u591a\u7269\u7406\u573a\u8026\u5408\u6570\u503c\u7b97\u6cd5 \n- 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\n\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\uff0c\u9700\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u652f\u6301\u3002\u5982\u4f55\u4f18\u5316\u5e76\u884c\u7b97\u6cd5\u3001\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u548c\u901a\u4fe1\u6548\u7387\uff0c\u662f\u63d0\u5347\u6a21\u62df\u6548\u7387\u7684\u5173\u952e\u3002\n\n\u4e8c\u3001\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u4f18\u5316\u9700\u6c42\u4e0e\u5b9e\u73b0\u8def\u5f84\n\n1. \u5efa\u7acb\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6846\u67b6 \n- \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u6784\u5efa\u53c2\u6570\u5316\u81ea\u7531\u80fd\u51fd\u6570\u548c\u72b6\u6001\u65b9\u7a0b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u9884\u6d4b\u548c\u6570\u503c\u6807\u5b9a\u3002 \n- \u8bbe\u8ba1\u4e2d\u95f4\u5c3a\u5ea6\u6a21\u578b\u4f5c\u4e3a\u6865\u6881\uff0c\u5b9e\u73b0\u5fae\u89c2\u4fe1\u606f\u5411\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u65e0\u7f1d\u4f20\u9012\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\u4fdd\u8bc1\u975e\u7ebf\u6027\u8026\u5408\u548c\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n2. \u8bbe\u8ba1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5f3a\u7684\u7ed3\u6784\u4fdd\u6301\u578b\u591a\u7269\u7406\u573a\u8026\u5408\u6570\u503c\u7b97\u6cd5 \n- \u91c7\u7528\u80fd\u91cf\u7a33\u5b9a\u548c\u71b5\u7a33\u5b9a\u7684\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u6570\u503c\u89e3\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u7ed3\u5408\u76f8\u573a\u6a21\u578b\u53ca\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u3001\u7a7a\u95f4\u7f51\u683c\uff0c\u52a8\u6001\u8c03\u8282\u591a\u76f8\u6d41\u754c\u9762\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n- \u5f15\u5165\u70ed\u529b\u5b66\u4fee\u6b63\u7684\u6e4d\u6d41\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u3002\n\n3. \u5b9e\u73b0\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u9ad8\u5206\u8fa8\u7387\u81ea\u9002\u5e94\u5904\u7406\u4e0e\u9ad8\u6027\u80fd\u8ba1\u7b97\u878d\u5408 \n- \u5229\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u52a8\u6001\u8c03\u6574\u8fb9\u754c\u53ca\u754c\u9762\u533a\u57df\u7684\u8ba1\u7b97\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u8bbe\u8ba1\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u7684\u8fb9\u754c\u70ed\u529b\u5b66\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u8fb9\u754c\u53c2\u6570\u5b9e\u65f6\u66f4\u65b0\u3002 \n- \u91c7\u7528GPU\u52a0\u901f\u548c\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff08MPI+OpenMP/CUDA\uff09\u4f18\u5316\u8ba1\u7b97\u8d1f\u8f7d\u5206\u5e03\u548c\u901a\u4fe1\u6548\u7387\uff0c\u6ee1\u8db3\u5927\u89c4\u6a21\u6a21\u62df\u9700\u6c42\u3002\n\n4. \u878d\u5408\u5b9e\u9a8c\u6570\u636e\u4e0e\u6570\u503c\u6a21\u62df\uff0c\u6784\u5efa\u52a8\u6001\u6821\u51c6\u4e0e\u53c2\u6570\u4f18\u5316\u5e73\u53f0 \n- \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u878d\u5408\u5e73\u53f0\uff0c\u91c7\u7528\u6570\u636e\u540c\u5316\u6280\u672f\uff08\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\uff09\u5b9e\u73b0\u6a21\u578b\u53c2\u6570\u5728\u7ebf\u6821\u51c6\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u8f85\u52a9\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u63d0\u5347\u6cdb\u5316\u80fd\u529b\u3002 \n- \u6784\u5efa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u5de5\u51b5\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u591a\u5de5\u51b5\u5feb\u901f\u67e5\u8be2\u4e0e\u52a8\u6001\u66f4\u65b0\u3002\n\n5. \u6784\u5efa\u6a21\u5757\u5316\u3001\u53ef\u6269\u5c55\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u6846\u67b6 \n- \u652f\u6301\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u3001\u5316\u5b66\u53cd\u5e94\u7b49\u5b50\u6a21\u578b\u7684\u7075\u6d3b\u7ec4\u5408\u4e0e\u8026\u5408\u3002 \n- \u91c7\u7528\u677e\u8026\u5408\u4e0e\u7d27\u8026\u5408\u76f8\u7ed3\u5408\u7684\u6570\u503c\u6c42\u89e3\u7b56\u7565\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u7269\u7406\u51c6\u786e\u6027\u3002 \n- \u4e25\u683c\u63a7\u5236\u80fd\u91cf\u548c\u71b5\u4f20\u9012\uff0c\u786e\u4fdd\u6574\u4f53\u7cfb\u7edf\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u63d0\u9ad8\u6a21\u62df\u7269\u7406\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002\n\n6. \u63d0\u5347\u6a21\u578b\u9002\u5e94\u8239\u8236\u5236\u9020\u590d\u6742\u73af\u5883\u7684\u53ef\u64cd\u4f5c\u6027 \n- \u8bbe\u8ba1\u6a21\u5757\u5316\u7269\u7406\u6a21\u578b\u6846\u67b6\uff0c\u4fbf\u4e8e\u96c6\u6210\u4e0d\u540c\u5c3a\u5ea6\u548c\u7269\u7406\u8fc7\u7a0b\u5b50\u6a21\u578b\u3002 \n- \u7ed3\u5408\u5236\u9020\u5de5\u51b5\u5efa\u7acb\u591a\u5de5\u51b5\u3001\u591a\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u5feb\u901f\u53c2\u6570\u8c03\u7528\u548c\u52a8\u6001\u6821\u51c6\u3002 \n- \u91c7\u7528\u6570\u636e\u9a71\u52a8\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u6a21\u578b\u53c2\u6570\u5728\u7ebf\u4f18\u5316\u548c\u8bef\u5dee\u4fee\u6b63\uff0c\u589e\u5f3a\u5bf9\u590d\u6742\u73af\u5883\u7684\u54cd\u5e94\u80fd\u529b\u3002\n\n\u4e09\u3001\u603b\u7ed3\n\n\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u9762\u4e34\u7684\u590d\u6742\u7269\u7406\u7279\u5f81\u548c\u70ed\u529b\u5b66\u53c2\u6570\u975e\u7ebf\u6027\u53d8\u5316\uff0c\u5bfc\u81f4\u591a\u76f8\u6d41\u81ea\u7531\u754c\u9762\u52a8\u529b\u5b66\u3001\u6e4d\u6d41\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u3001\u52a8\u6001\u8fb9\u754c\u5904\u7406\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u7b49\u591a\u65b9\u9762\u6311\u6218\u3002\u901a\u8fc7\u5efa\u7acb\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6846\u67b6\uff0c\u8bbe\u8ba1\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u7b97\u6cd5\uff0c\u5b9e\u73b0\u52a8\u6001\u8fb9\u754c\u81ea\u9002\u5e94\u5904\u7406\uff0c\u878d\u5408\u5b9e\u9a8c\u6570\u636e\u4e0e\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u6784\u5efa\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u5e73\u53f0\uff0c\u5e76\u7ed3\u5408\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u4f18\u5316\u5e76\u884c\u7b97\u6cd5\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u8239\u8236\u6d41\u4f53\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n\u8be5\u7efc\u5408\u5206\u6790\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u96be\u9898\u653b\u5173\u548c\u5efa\u6a21\u4f18\u5316\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u7406\u8bba\u6307\u5bfc\u548c\u6280\u672f\u8def\u7ebf\uff0c\u52a9\u529b\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u6548\u7387\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u63a8\u52a8\u8239\u8236\u8bbe\u8ba1\u4e0e\u5236\u9020\u5de5\u827a\u7684\u521b\u65b0\u53d1\u5c55\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u73b0\u6709\u6280\u672f\u8c03\u7814", + "InputName_List": [], + "OutputName": "\u6280\u672f\u8c03\u7814\u62a5\u544a", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u7c7b\uff1a\n\n1. **\u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff0cComputational Fluid Dynamics\uff09**\n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u901a\u8fc7\u6570\u503c\u65b9\u6cd5\u6c42\u89e3\u63a7\u5236\u6d41\u4f53\u6d41\u52a8\u7684\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\uff0c\u5b9e\u73b0\u5bf9\u6d41\u4f53\u884c\u4e3a\u7684\u8be6\u7ec6\u6a21\u62df\u3002\n - **\u4e3b\u6d41\u6570\u503c\u65b9\u6cd5**\uff1a\n - \u6709\u9650\u5dee\u5206\u6cd5\uff08FDM\uff09\n - \u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\n - \u6709\u9650\u5143\u6cd5\uff08FEM\uff09\n - \u5149\u6ed1\u7c92\u5b50\u6d41\u4f53\u52a8\u529b\u5b66\uff08SPH\uff09\n - **\u4f18\u70b9**\uff1a\n - \u80fd\u591f\u6a21\u62df\u590d\u6742\u7684\u4e09\u7ef4\u6d41\u573a\u548c\u975e\u5b9a\u5e38\u6d41\u52a8\u3002\n - \u9002\u7528\u8303\u56f4\u5e7f\uff0c\u4ece\u5c42\u6d41\u5230\u6e4d\u6d41\u5747\u53ef\u5904\u7406\u3002\n - \u53ef\u7ed3\u5408\u6e4d\u6d41\u6a21\u578b\uff08\u5982k-\u03b5\u3001k-\u03c9\u3001LES\u3001DNS\uff09\u63d0\u9ad8\u6a21\u62df\u7cbe\u5ea6\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u5c24\u5176\u662f\u9ad8\u5206\u8fa8\u7387\u4e09\u7ef4\u6a21\u62df\u3002\n - \u6a21\u578b\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u8bbe\u5b9a\u590d\u6742\uff0c\u6613\u53d7\u4eba\u4e3a\u56e0\u7d20\u5f71\u54cd\u3002\n - \u5bf9\u4e8e\u591a\u76f8\u6d41\u3001\u81ea\u7531\u8868\u9762\u6d41\u52a8\u7b49\u590d\u6742\u95ee\u9898\uff0c\u5efa\u6a21\u96be\u5ea6\u8f83\u9ad8\u3002\n\n2. **\u6f5c\u5728\u6d41\u7406\u8bba\uff08Potential Flow Theory\uff09**\n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u5047\u8bbe\u6d41\u4f53\u4e3a\u65e0\u65cb\u3001\u4e0d\u53ef\u538b\u7f29\u7406\u60f3\u6d41\u4f53\uff0c\u7b80\u5316\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\u4e3a\u62c9\u666e\u62c9\u65af\u65b9\u7a0b\uff0c\u5e38\u7528\u4e8e\u8239\u4f53\u5916\u5f62\u5468\u56f4\u6d41\u573a\u8ba1\u7b97\u3002\n - **\u4f18\u70b9**\uff1a\n - \u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u9002\u5408\u521d\u6b65\u8bbe\u8ba1\u9636\u6bb5\u5feb\u901f\u8bc4\u4f30\u3002\n - \u6570\u5b66\u6a21\u578b\u7b80\u6d01\uff0c\u6613\u4e8e\u5b9e\u73b0\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u5ffd\u7565\u7c98\u6027\u6548\u5e94\uff0c\u65e0\u6cd5\u6a21\u62df\u8fb9\u754c\u5c42\u548c\u5206\u79bb\u73b0\u8c61\u3002\n - \u5bf9\u590d\u6742\u6d41\u52a8\uff08\u5982\u6e4d\u6d41\u3001\u5206\u79bb\u6d41\uff09\u9002\u7528\u6027\u5dee\u3002\n\n3. **\u5927\u6da1\u6a21\u62df\uff08LES\uff0cLarge Eddy Simulation\uff09**\n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6da1\u65cb\uff0c\u91c7\u7528\u6a21\u578b\u5904\u7406\u5c0f\u5c3a\u5ea6\u6e4d\u6d41\uff0c\u4ecb\u4e8eRANS\u548cDNS\u4e4b\u95f4\u3002\n - **\u4f18\u70b9**\uff1a\n - \u80fd\u8f83\u771f\u5b9e\u5730\u53cd\u6620\u6e4d\u6d41\u7ed3\u6784\u548c\u77ac\u6001\u7279\u5f81\u3002\n - \u5bf9\u590d\u6742\u6e4d\u6d41\u73b0\u8c61\u6a21\u62df\u6548\u679c\u4f18\u4e8e\u4f20\u7edfRANS\u6a21\u578b\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u8ba1\u7b97\u91cf\u5927\uff0c\u5c24\u5176\u5bf9\u9ad8\u96f7\u8bfa\u6570\u6d41\u52a8\u3002\n - \u9700\u8981\u9ad8\u8d28\u91cf\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u3002\n\n4. **\u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff0cDirect Numerical Simulation\uff09**\n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u4e0d\u91c7\u7528\u4efb\u4f55\u6e4d\u6d41\u6a21\u578b\uff0c\u76f4\u63a5\u6c42\u89e3\u5168\u5c3a\u5ea6\u6e4d\u6d41\u7ed3\u6784\u3002\n - **\u4f18\u70b9**\uff1a\n - \u6700\u7cbe\u786e\u7684\u6d41\u4f53\u6a21\u62df\u65b9\u6cd5\u3002\n - \u53ef\u7528\u4e8e\u6e4d\u6d41\u7814\u7a76\u548c\u6a21\u578b\u9a8c\u8bc1\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u8ba1\u7b97\u8d44\u6e90\u6781\u5176\u5e9e\u5927\uff0c\u5b9e\u9645\u5de5\u7a0b\u5e94\u7528\u53d7\u9650\u3002\n - \u76ee\u524d\u4ec5\u80fd\u5904\u7406\u4f4e\u96f7\u8bfa\u6570\u6d41\u52a8\u3002\n\n5. **\u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\u7684\u6570\u503c\u6a21\u578b\uff08Data-driven / Machine Learning Models\uff09**\n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u5229\u7528\u5b9e\u9a8c\u6216\u9ad8\u4fdd\u771f\u6a21\u62df\u6570\u636e\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5efa\u7acb\u6d41\u4f53\u884c\u4e3a\u9884\u6d4b\u6a21\u578b\u3002\n - **\u4f18\u70b9**\uff1a\n - \u80fd\u5feb\u901f\u9884\u6d4b\u590d\u6742\u6d41\u52a8\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002\n - \u53ef\u8865\u5145\u4f20\u7edf\u6a21\u578b\u7684\u4e0d\u8db3\uff0c\u63d0\u9ad8\u7cbe\u5ea6\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u3002\n - \u6cdb\u5316\u80fd\u529b\u53d7\u9650\uff0c\u96be\u4ee5\u5904\u7406\u672a\u89c1\u8fc7\u7684\u6d41\u52a8\u5de5\u51b5\u3002\n\n6. **\u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u6a21\u62df\u65b9\u6cd5**\n - **VOF\uff08Volume of Fluid\uff09\u6cd5**\u3001**Level Set\u6cd5**\u3001**Lattice Boltzmann Method\uff08LBM\uff09**\u7b49\n - **\u4f18\u70b9**\uff1a\n - \u80fd\u8f83\u597d\u5730\u5904\u7406\u81ea\u7531\u8868\u9762\u548c\u591a\u76f8\u754c\u9762\u95ee\u9898\u3002\n - LBM\u9002\u5408\u590d\u6742\u8fb9\u754c\u548c\u5fae\u89c2\u6d41\u52a8\u6a21\u62df\u3002\n - **\u7f3a\u70b9**\uff1a\n - \u8ba1\u7b97\u590d\u6742\u5ea6\u9ad8\u3002\n - \u9700\u8981\u7ec6\u81f4\u7684\u754c\u9762\u6355\u6349\u548c\u91cd\u6784\u6280\u672f\u3002\n\n---\n\n### \u603b\u7ed3\u8bc4\u4ef7\n\n| \u6280\u672f/\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|-------------------------|----------------------------------------|----------------------------------------|--------------------------------|\n| CFD\uff08FDM/FVM/FEM/SPH\uff09 | \u9ad8\u7cbe\u5ea6\uff0c\u9002\u7528\u8303\u56f4\u5e7f\uff0c\u652f\u6301\u590d\u6742\u6d41\u52a8\u6a21\u62df | \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u6a21\u578b\u8bbe\u5b9a\u590d\u6742 | \u8be6\u7ec6\u8bbe\u8ba1\u4e0e\u6027\u80fd\u8bc4\u4f30 |\n| \u6f5c\u5728\u6d41\u7406\u8bba | \u8ba1\u7b97\u5feb\uff0c\u6a21\u578b\u7b80\u5355 | \u5ffd\u7565\u7c98\u6027\uff0c\u65e0\u6cd5\u6a21\u62df\u5206\u79bb\u548c\u6e4d\u6d41 | \u521d\u6b65\u8bbe\u8ba1\uff0c\u7406\u60f3\u6d41\u8fd1\u4f3c |\n| LES | \u80fd\u6355\u6349\u6e4d\u6d41\u5927\u5c3a\u5ea6\u7ed3\u6784\uff0c\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u91cf\u5927\uff0c\u7f51\u683c\u9700\u6c42\u9ad8 | \u590d\u6742\u6e4d\u6d41\u6a21\u62df |\n| DNS | \u6700\u7cbe\u786e\uff0c\u9002\u5408\u6e4d\u6d41\u7814\u7a76 | \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u6709\u9650 | \u57fa\u7840\u7814\u7a76\uff0c\u6a21\u578b\u9a8c\u8bc1 |\n| \u6570\u636e\u9a71\u52a8\u6a21\u578b | \u9884\u6d4b\u8fc5\u901f\uff0c\u80fd\u63d0\u5347\u4f20\u7edf\u6a21\u578b\u7cbe\u5ea6 | \u4f9d\u8d56\u6570\u636e\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650 | \u5feb\u901f\u9884\u6d4b\uff0c\u8f85\u52a9\u8bbe\u8ba1 |\n| \u591a\u76f8\u6d41/\u81ea\u7531\u8868\u9762\u6a21\u62df\uff08VOF/Level Set/LBM\uff09 | \u9002\u5408\u754c\u9762\u6355\u6349\uff0c\u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6a21\u62df | \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u5904\u7406\u96be | \u8239\u8236\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u6d41\u52a8\u6a21\u62df |\n\n\u7ed3\u5408\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u9700\u6c42\uff0c\u63a8\u8350\u91c7\u7528CFD\u4e3a\u57fa\u7840\uff0c\u7ed3\u5408\u6f5c\u5728\u6d41\u7406\u8bba\u8fdb\u884c\u5feb\u901f\u9884\u8bc4\u4f30\uff0c\u5229\u7528LES\u6216\u6570\u636e\u9a71\u52a8\u6a21\u578b\u63d0\u5347\u5173\u952e\u533a\u57df\u6e4d\u6d41\u6a21\u62df\u7cbe\u5ea6\uff0c\u540c\u65f6\u9488\u5bf9\u81ea\u7531\u8868\u9762\u6d41\u52a8\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u4ee5\u8fbe\u5230\u6a21\u62df\u7cbe\u5ea6\u4e0e\u8ba1\u7b97\u6548\u7387\u7684\u5e73\u8861\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u8ba1\u7b97\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6d41\u4f53\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7194\u3001\u51dd\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u53ca\u5176\u4f18\u7f3a\u70b9\u8bc4\u4f30\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u81ea\u7531\u80fd\u3001\u7194\u5316\uff08\u7194\u70b9\uff09\u3001\u51dd\u56fa\u4ee5\u53ca\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u51fa\u4ee5\u4e0b\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\uff0c\u5e76\u5bf9\u5176\u4f18\u7f3a\u70b9\u8fdb\u884c\u8bc4\u4f30\uff1a\n\n---\n\n### 1. \u81ea\u7531\u80fd\u5efa\u6a21\u65b9\u6cd5\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u7edf\u8ba1\u529b\u5b66\u7ed3\u5408\u7684\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97** \n \u5229\u7528DFT\u8ba1\u7b97\u91d1\u5c5e\u539f\u5b50\u5728\u6db2\u76f8\u548c\u56fa\u76f8\u7684\u80fd\u91cf\u6001\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff08\u5982\u914d\u5206\u51fd\u6570\u6784\u5efa\uff09\u8ba1\u7b97\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\uff08Gibbs\u81ea\u7531\u80fd\u3001Helmholtz\u81ea\u7531\u80fd\uff09\u3002\n- **\u534a\u7ecf\u9a8c\u70ed\u529b\u5b66\u6a21\u578b\uff08CALPHAD\u6cd5\uff09** \n \u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u548c\u70ed\u529b\u5b66\u6570\u636e\u5e93\u6784\u5efa\u76f8\u56fe\u548c\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u51b6\u91d1\u70ed\u529b\u5b66\u539f\u7406\uff0c\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u5408\u91d1\u7684\u81ea\u7531\u80fd\u53d8\u5316\u3002\n- **\u52bf\u80fd\u51fd\u6570\u6a21\u578b\uff08Embedded Atom Method, EAM\uff09** \n \u5229\u7528\u7ecf\u9a8c\u52bf\u51fd\u6570\u63cf\u8ff0\u91d1\u5c5e\u95f4\u76f8\u4e92\u4f5c\u7528\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u4f30\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u6027\u3002\n\n#### \u4f18\u70b9\n- \u7b2c\u4e00\u6027\u539f\u7406\u65b9\u6cd5\u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u65e0\u9700\u5927\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\u3002\n- CALPHAD\u65b9\u6cd5\u6210\u719f\uff0c\u9002\u5408\u590d\u6742\u5408\u91d1\u4f53\u7cfb\uff0c\u80fd\u7ed3\u5408\u5927\u91cf\u5b9e\u9a8c\u6570\u636e\u63d0\u9ad8\u7cbe\u5ea6\u3002\n- \u52bf\u80fd\u51fd\u6570\u6a21\u578b\u8ba1\u7b97\u6548\u7387\u8f83\u9ad8\uff0c\u9002\u5408\u5927\u89c4\u6a21\u4f53\u7cfb\u6a21\u62df\u3002\n\n#### \u7f3a\u70b9\n- \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u5bf9\u8ba1\u7b97\u8d44\u6e90\u8981\u6c42\u9ad8\uff0c\u96be\u4ee5\u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6db2\u6001\u7ed3\u6784\u3002\n- CALPHAD\u4f9d\u8d56\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u6570\u636e\u7f3a\u5931\u65f6\u6a21\u578b\u51c6\u786e\u5ea6\u4e0b\u964d\u3002\n- \u52bf\u80fd\u51fd\u6570\u6a21\u578b\u8f83\u4e3a\u7ecf\u9a8c\u5316\uff0c\u53c2\u6570\u9002\u7528\u8303\u56f4\u6709\u9650\uff0c\u96be\u4ee5\u5b8c\u5168\u6355\u6349\u6db2\u6001\u7ed3\u6784\u590d\u6742\u6027\u3002\n\n---\n\n### 2. \u7194\u70b9\u548c\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u7ecf\u5178\u6210\u6838\u7406\u8bba\u7ed3\u5408\u70ed\u529b\u5b66\u9a71\u52a8\u529b\u5206\u6790** \n \u901a\u8fc7\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u76f8\u7684\u81ea\u7531\u80fd\u5dee\uff0c\u7ed3\u5408\u754c\u9762\u80fd\u548c\u6210\u6838\u52a8\u529b\u5b66\uff0c\u9884\u6d4b\u7194\u70b9\u53ca\u51dd\u56fa\u8fc7\u7a0b\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09** \n \u5229\u7528\u52bf\u80fd\u51fd\u6570\u6a21\u62df\u539f\u5b50\u8fd0\u52a8\uff0c\u76f4\u63a5\u89c2\u5bdf\u7194\u5316\u548c\u51dd\u56fa\u8fc7\u7a0b\uff0c\u63d0\u53d6\u7194\u70b9\u3001\u6f5c\u70ed\u7b49\u53c2\u6570\u3002\n- **\u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\uff08\u76f8\u5e73\u8861\u8ba1\u7b97\uff09** \n \u7ed3\u5408CALPHAD\u6570\u636e\u5e93\uff0c\u8ba1\u7b97\u6db2-\u56fa\u76f8\u5e73\u8861\uff0c\u83b7\u5f97\u7194\u70b9\u53ca\u76f8\u5173\u70ed\u529b\u5b66\u6027\u8d28\u3002\n\n#### \u4f18\u70b9\n- \u6210\u6838\u7406\u8bba\u63d0\u4f9b\u7269\u7406\u673a\u5236\u89e3\u91ca\uff0c\u9002\u5408\u5fae\u89c2\u8fc7\u7a0b\u5206\u6790\u3002\n- MD\u6a21\u62df\u80fd\u591f\u6355\u6349\u975e\u5e73\u8861\u8fc7\u7a0b\u548c\u52a8\u529b\u5b66\u7ec6\u8282\u3002\n- \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5de5\u7a0b\u5e94\u7528\u3002\n\n#### \u7f3a\u70b9\n- \u6210\u6838\u7406\u8bba\u53c2\u6570\u96be\u4ee5\u51c6\u786e\u83b7\u53d6\uff0c\u5b58\u5728\u4e0d\u786e\u5b9a\u6027\u3002\n- MD\u6a21\u62df\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u5c3a\u5ea6\u53d7\u9650\u3002\n- \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u52a8\u529b\u5b66\u6548\u5e94\uff0c\u65e0\u6cd5\u63cf\u8ff0\u975e\u5e73\u8861\u51dd\u56fa\u3002\n\n---\n\n### 3. \u6bd4\u70ed\u5efa\u6a21\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08Debye\u6a21\u578b\u3001Einstein\u6a21\u578b\uff09** \n \u8ba1\u7b97\u56fa\u6001\u91d1\u5c5e\u7684\u6bd4\u70ed\uff0c\u7ed3\u5408\u7194\u5316\u70ed\u548c\u6db2\u6001\u7ed3\u6784\u4fee\u6b63\uff0c\u4f30\u7b97\u6db2\u6001\u6bd4\u70ed\u3002\n- **\u5206\u5b50\u52a8\u529b\u5b66\u4e0e\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5** \n \u901a\u8fc7MD\u6a21\u62df\u4f53\u7cfb\u5728\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u80fd\u91cf\u53d8\u5316\uff0c\u5229\u7528\u70ed\u529b\u5b66\u79ef\u5206\u8ba1\u7b97\u6bd4\u70ed\u3002\n- **\u7ecf\u9a8c\u516c\u5f0f\u4e0e\u70ed\u529b\u5b66\u6570\u636e\u5e93\u62df\u5408** \n \u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u6bd4\u70ed\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u51fd\u6570\u3002\n\n#### \u4f18\u70b9\n- \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u7406\u8bba\u6e05\u6670\uff0c\u9002\u5408\u56fa\u6001\u3002\n- MD\u65b9\u6cd5\u80fd\u6355\u6349\u6db2\u6001\u590d\u6742\u52a8\u529b\u5b66\u884c\u4e3a\u3002\n- \u7ecf\u9a8c\u62df\u5408\u65b9\u6cd5\u8ba1\u7b97\u7b80\u4fbf\uff0c\u9002\u5408\u5de5\u7a0b\u4f7f\u7528\u3002\n\n#### \u7f3a\u70b9\n- \u7edf\u8ba1\u6a21\u578b\u5bf9\u6db2\u6001\u9002\u7528\u6027\u6709\u9650\u3002\n- MD\u6a21\u62df\u5bf9\u52bf\u51fd\u6570\u4f9d\u8d56\u5f3a\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\u3002\n- \u7ecf\u9a8c\u516c\u5f0f\u7f3a\u4e4f\u666e\u9002\u6027\uff0c\u96be\u4ee5\u9884\u6d4b\u65b0\u4f53\u7cfb\u3002\n\n---\n\n### \u603b\u7ed3\u8bc4\u4ef7\u8868\n\n| \u53c2\u6570 | \u5efa\u6a21\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|----------------|---------------------------------|----------------------------------------|----------------------------------------|--------------------------------|\n| \u81ea\u7531\u80fd | \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT+\u7edf\u8ba1\u529b\u5b66\uff09\u3001CALPHAD\u3001\u52bf\u51fd\u6570\u6a21\u578b | \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\uff1b\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8\uff1b\u8ba1\u7b97\u6548\u7387\u8f83\u4f18 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff1b\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff1b\u7ecf\u9a8c\u53c2\u6570\u6709\u9650 | \u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u76f8\u56fe\u8ba1\u7b97\u3001\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b |\n| \u7194\u70b9\u4e0e\u51dd\u56fa | \u6210\u6838\u7406\u8bba\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b | \u7269\u7406\u673a\u5236\u660e\u786e\uff1b\u80fd\u6355\u6349\u52a8\u529b\u5b66\u8fc7\u7a0b\uff1b\u8ba1\u7b97\u5feb\u901f | \u53c2\u6570\u96be\u5b9a\uff1b\u8ba1\u7b97\u6210\u672c\u9ad8\uff1b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94 | \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u3001\u5de5\u827a\u4f18\u5316\u3001\u76f8\u53d8\u6a21\u62df |\n| \u6bd4\u70ed | \u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7ecf\u9a8c\u62df\u5408 | \u7406\u8bba\u6a21\u578b\u6e05\u6670\uff1b\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\uff1b\u8ba1\u7b97\u7b80\u4fbf | \u6db2\u6001\u9002\u7528\u6027\u5dee\uff1b\u8ba1\u7b97\u4f9d\u8d56\u52bf\u51fd\u6570\uff1b\u6cdb\u5316\u80fd\u529b\u6709\u9650 | \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6750\u6599\u9009\u62e9 |\n\n---\n\n### \u7ed3\u8bba\u4e0e\u5efa\u8bae\n\n- \u5bf9\u4e8e\u8239\u8236\u5236\u9020\u4e2d\u6d89\u53ca\u7684\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u6a21\u62df\uff0c\u5efa\u8bae\u91c7\u7528**CALPHAD\u65b9\u6cd5\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97**\uff0c\u4ee5\u83b7\u5f97\u51c6\u786e\u7684\u81ea\u7531\u80fd\u548c\u76f8\u5e73\u8861\u6570\u636e\uff0c\u652f\u6301\u76f8\u53d8\u548c\u70ed\u529b\u5b66\u6027\u8d28\u7684\u9884\u6d4b\u3002\n- \u7ed3\u5408**\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df**\uff0c\u6df1\u5165\u7406\u89e3\u7194\u5316\u548c\u51dd\u56fa\u7684\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u5c24\u5176\u662f\u5173\u952e\u5de5\u827a\u53c2\u6570\u7684\u4f18\u5316\u3002\n- \u5229\u7528**\u7ecf\u9a8c\u62df\u5408\u4e0e\u7edf\u8ba1\u529b\u5b66\u6a21\u578b**\uff0c\u5feb\u901f\u4f30\u7b97\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6ee1\u8db3\u5de5\u7a0b\u8bbe\u8ba1\u4e2d\u7684\u5b9e\u65f6\u8ba1\u7b97\u9700\u6c42\u3002\n- \u672a\u6765\u53ef\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6570\u636e\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u6cdb\u5316\u6027\u3002\n\n\u4ee5\u4e0a\u65b9\u6cd5\u7684\u7efc\u5408\u5e94\u7528\uff0c\u5c06\u4e3a\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\uff0c\u52a9\u529b\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u4e0e\u5de5\u827a\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6d41\u4f53\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6280\u672f\u65b9\u6848\uff0c\u5e76\u5206\u6790\u5176\u4f18\u52bf\u548c\u4e0d\u8db3\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\uff0c\u7ed3\u5408\u5f53\u524d\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6280\u672f\u65b9\u6848\uff1a\n\n---\n\n## \u6280\u672f\u65b9\u6848\uff1a\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u70ed\u529b\u5b66\u5efa\u6a21\u8026\u5408\u65b9\u6cd5\n\n### 1. \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\n- **\u76ee\u6807**\uff1a\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u57fa\u6001\u80fd\u91cf\u548c\u81ea\u7531\u80fd\uff0c\u83b7\u53d6\u7cbe\u51c6\u7684\u70ed\u529b\u5b66\u57fa\u7840\u6570\u636e\uff08\u5982\u81ea\u7531\u80fd\u66f2\u7ebf\u3001\u76f8\u53d8\u70b9\uff09\u3002\n- **\u65b9\u6cd5**\uff1a\n - \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u8ba1\u7b97\u91d1\u5c5e\u539f\u5b50\u5728\u6db2\u76f8\u548c\u56fa\u76f8\u7684\u80fd\u6001\u3002\n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6784\u5efa\u914d\u5206\u51fd\u6570\uff0c\u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fd\u548c\u7194\u70b9\u3002\n- **\u4f18\u52bf**\uff1a\n - \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u65e0\u9700\u5927\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u9002\u5408\u65b0\u6750\u6599\u53ca\u7279\u6b8a\u5408\u91d1\u4f53\u7cfb\u3002\n - \u80fd\u6355\u83b7\u7535\u5b50\u7ed3\u6784\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd\u3002\n- **\u4e0d\u8db3**\uff1a\n - \u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u96be\u4ee5\u76f4\u63a5\u5904\u7406\u5927\u5c3a\u5ea6\u6db2\u6001\u7ed3\u6784\u3002\n - \u5bf9\u9ad8\u6e29\u6db2\u6001\u52a8\u6001\u884c\u4e3a\u7684\u76f4\u63a5\u63cf\u8ff0\u6709\u9650\u3002\n\n### 2. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\u57fa\u4e8e\u52bf\u51fd\u6570\u6a21\u578b\uff08\u5982EAM\uff09\n- **\u76ee\u6807**\uff1a\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u539f\u5b50\u52a8\u529b\u5b66\u884c\u4e3a\uff0c\u63d0\u53d6\u7194\u70b9\u3001\u6bd4\u70ed\u3001\u6269\u6563\u7cfb\u6570\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u3002\n- **\u65b9\u6cd5**\uff1a\n - \u91c7\u7528\u7ecf\u9a8c\u52bf\u51fd\u6570\uff08Embedded Atom Method, EAM\uff09\u8fdb\u884c\u5927\u5c3a\u5ea6\u539f\u5b50\u6a21\u62df\u3002\n - \u901a\u8fc7\u52a0\u70ed\u51b7\u5374\u5faa\u73af\uff0c\u6a21\u62df\u7194\u5316\u548c\u51dd\u56fa\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u6f5c\u70ed\u548c\u7194\u70b9\u3002\n - \u5229\u7528\u80fd\u91cf-\u6e29\u5ea6\u66f2\u7ebf\u8ba1\u7b97\u6bd4\u70ed\u3002\n- **\u4f18\u52bf**\uff1a\n - \u80fd\u76f4\u63a5\u89c2\u5bdf\u6db2\u6001\u7ed3\u6784\u6f14\u5316\u548c\u76f8\u53d8\u52a8\u529b\u5b66\u3002\n - \u8ba1\u7b97\u89c4\u6a21\u8f83\u7b2c\u4e00\u6027\u539f\u7406\u5927\uff0c\u9002\u5408\u5de5\u7a0b\u76f8\u5173\u5c3a\u5ea6\u3002\n- **\u4e0d\u8db3**\uff1a\n - \u52bf\u51fd\u6570\u53c2\u6570\u4f9d\u8d56\u7ecf\u9a8c\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002\n - \u8ba1\u7b97\u6210\u672c\u4ecd\u8f83\u9ad8\uff0c\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\u3002\n\n### 3. CALPHAD\u70ed\u529b\u5b66\u6570\u636e\u5e93\u4e0e\u76f8\u5e73\u8861\u8ba1\u7b97\n- **\u76ee\u6807**\uff1a\u5feb\u901f\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u81ea\u7531\u80fd\u51fd\u6570\u548c\u76f8\u56fe\u6570\u636e\uff0c\u652f\u6301\u5de5\u827a\u8bbe\u8ba1\u3002\n- **\u65b9\u6cd5**\uff1a\n - \u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6570\u636e\u5e93\u548c\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u3002\n - \u8ba1\u7b97\u6db2-\u56fa\u76f8\u5e73\u8861\uff0c\u9884\u6d4b\u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6\u3002\n- **\u4f18\u52bf**\uff1a\n - \u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5de5\u7a0b\u5e94\u7528\u548c\u5b9e\u65f6\u6a21\u62df\u3002\n - \u6570\u636e\u5e93\u6210\u719f\uff0c\u8986\u76d6\u591a\u79cd\u91d1\u5c5e\u5408\u91d1\u4f53\u7cfb\u3002\n- **\u4e0d\u8db3**\uff1a\n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u6570\u636e\u7f3a\u5931\u65f6\u7cbe\u5ea6\u4e0b\u964d\u3002\n - \u65e0\u6cd5\u6355\u83b7\u975e\u5e73\u8861\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002\n\n### 4. \u7edf\u8ba1\u529b\u5b66\u4e0e\u7ecf\u9a8c\u6a21\u578b\u8f85\u52a9\u4f30\u7b97\u6bd4\u70ed\u7b49\u53c2\u6570\n- **\u76ee\u6807**\uff1a\u5feb\u901f\u4f30\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u6bd4\u70ed\u5bb9\u53ca\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u6ee1\u8db3\u8bbe\u8ba1\u8ba1\u7b97\u9700\u6c42\u3002\n- **\u65b9\u6cd5**\uff1a\n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08\u5982Debye\u6a21\u578b\uff09\u548c\u7ecf\u9a8c\u62df\u5408\u516c\u5f0f\u3002\n - \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\u6821\u6b63\u3002\n- **\u4f18\u52bf**\uff1a\n - \u8ba1\u7b97\u7b80\u4fbf\uff0c\u9002\u5408\u5de5\u7a0b\u5feb\u901f\u8bc4\u4f30\u3002\n- **\u4e0d\u8db3**\uff1a\n - \u5bf9\u6db2\u6001\u91d1\u5c5e\u590d\u6742\u7ed3\u6784\u63cf\u8ff0\u6709\u9650\u3002\n - \u4f9d\u8d56\u7ecf\u9a8c\u6570\u636e\uff0c\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3\u3002\n\n---\n\n## \u7efc\u5408\u4f18\u52bf\u5206\u6790\n\n| \u4f18\u52bf\u70b9 | \u8bf4\u660e |\n|-----------------------------|------------------------------------------------|\n| \u7406\u8bba\u57fa\u7840\u624e\u5b9e | \u7b2c\u4e00\u6027\u539f\u7406\u4e0e\u7edf\u8ba1\u529b\u5b66\u63d0\u4f9b\u5fae\u89c2\u7269\u7406\u673a\u5236\u652f\u6491\u3002 |\n| \u591a\u5c3a\u5ea6\u8026\u5408 | \u7ed3\u5408\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u52a8\u529b\u5b66\u548c\u5b8f\u89c2\u70ed\u529b\u5b66\uff0c\u5b9e\u73b0\u5168\u65b9\u4f4d\u53c2\u6570\u83b7\u53d6\u3002 |\n| \u9002\u5e94\u4e0d\u540c\u9700\u6c42 | CALPHAD\u9002\u5408\u5feb\u901f\u5de5\u7a0b\u8ba1\u7b97\uff0cMD\u548cDFT\u9002\u5408\u6df1\u5165\u673a\u5236\u7814\u7a76\u3002 |\n| \u652f\u6301\u65b0\u6750\u6599\u4e0e\u590d\u6742\u5408\u91d1\u4f53\u7cfb | \u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\u548cCALPHAD\u6570\u636e\u5e93\u6269\u5c55\uff0c\u9002\u5e94\u591a\u6837\u5316\u6750\u6599\u8bbe\u8ba1\u9700\u6c42\u3002 |\n\n---\n\n## \u4e3b\u8981\u4e0d\u8db3\u4e0e\u6311\u6218\n\n| \u4e0d\u8db3\u70b9 | \u8bf4\u660e |\n|-----------------------------|------------------------------------------------|\n| \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u9ad8 | \u7b2c\u4e00\u6027\u539f\u7406\u548c\u5927\u89c4\u6a21MD\u6a21\u62df\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u6210\u672c\u9ad8\u3002 |\n| \u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u7ecf\u9a8c\u53c2\u6570 | \u52bf\u51fd\u6570\u53c2\u6570\u548cCALPHAD\u6a21\u578b\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u5f71\u54cd\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 |\n| \u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u6709\u9650 | CALPHAD\u548c\u7ecf\u9a8c\u6a21\u578b\u96be\u4ee5\u6355\u83b7\u5feb\u901f\u51dd\u56fa\u7b49\u975e\u5e73\u8861\u70ed\u529b\u5b66\u8fc7\u7a0b\u3002 |\n| \u591a\u5c3a\u5ea6\u6570\u636e\u8026\u5408\u590d\u6742 | \u4e0d\u540c\u5c3a\u5ea6\u6a21\u578b\u95f4\u6570\u636e\u4f20\u9012\u4e0e\u4e00\u81f4\u6027\u4fdd\u6301\u5b58\u5728\u6280\u672f\u96be\u70b9\u3002 |\n\n---\n\n## \u7ed3\u8bba\u4e0e\u5efa\u8bae\n\n- **\u65b9\u6848\u5b9e\u65bd\u5efa\u8bae**\uff1a\u4f18\u5148\u91c7\u7528CALPHAD\u6570\u636e\u5e93\u8fdb\u884c\u5feb\u901f\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\uff0c\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u9a8c\u8bc1\u53ca\u62d3\u5c55\u65b0\u6750\u6599\u4f53\u7cfb\uff0c\u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u8865\u5145\u76f8\u53d8\u52a8\u529b\u5b66\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\uff0c\u5f62\u6210\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u6570\u503c\u8ba1\u7b97\u6846\u67b6\u3002\n- **\u672a\u6765\u53d1\u5c55\u65b9\u5411**\uff1a\u5f15\u5165\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u57fa\u4e8e\u5df2\u6709\u8ba1\u7b97\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u63d0\u5347\u52bf\u51fd\u6570\u53c2\u6570\u4f18\u5316\u3001CALPHAD\u6a21\u578b\u62df\u5408\u548c\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002\n- **\u5e94\u7528\u4ef7\u503c**\uff1a\u8be5\u65b9\u6848\u53ef\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u76f8\u5173\u5de5\u827a\u7684\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u3001\u53ef\u9760\u7684\u6570\u636e\u652f\u6301\uff0c\u4fc3\u8fdb\u6d41\u4f53\u6a21\u62df\u4e0e\u5de5\u827a\u4f18\u5316\u7684\u6df1\u5ea6\u878d\u5408\u3002\n\n---\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ec6\u5316\u6570\u503c\u6a21\u62df\u6d41\u7a0b\u548c\u8f6f\u4ef6\u5de5\u5177\u9009\u62e9\uff0c\u6b22\u8fce\u6307\u793a\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6280\u672f\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u7684\u8bc4\u4f30\u548c\u6279\u5224\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\uff0c\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u89c6\u89d2\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6280\u672f\u8bc4\u4f30\uff1a\n\n1. **\u6280\u672f\u53ef\u884c\u6027** \n - \u591a\u5c3a\u5ea6\u8026\u5408\u65b9\u6848\u7406\u8bba\u624e\u5b9e\uff0c\u6db5\u76d6\u4e86\u7535\u5b50\u7ed3\u6784\uff08DFT\uff09\u3001\u539f\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u53ca\u5b8f\u89c2\u70ed\u529b\u5b66\uff08CALPHAD\uff09\uff0c\u80fd\u8f83\u5168\u9762\u5730\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u7b26\u5408\u5f53\u524d\u9ad8\u7cbe\u5ea6\u6a21\u62df\u9700\u6c42\uff0c\u6280\u672f\u4e0a\u5177\u6709\u8f83\u9ad8\u53ef\u884c\u6027\u3002 \n - \u4f46\u9700\u6ce8\u610f\uff0c\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u52a8\u529b\u5b66\u4e2d\uff0c\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65f6\u7a7a\u975e\u5747\u5300\u6027\u548c\u5feb\u901f\u76f8\u53d8\u8fc7\u7a0b\u5bf9\u6a21\u62df\u7cbe\u5ea6\u5f71\u54cd\u8f83\u5927\uff0c\u7eaf\u70ed\u529b\u5b66\u6a21\u578b\u96be\u4ee5\u5b8c\u5168\u8986\u76d6\u52a8\u6001\u6d41\u573a\u53d8\u5316\uff0c\u9700\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7d27\u5bc6\u8026\u5408\u3002\n\n2. **\u9002\u7528\u6027\u4e0e\u5c40\u9650\u6027** \n - CALPHAD\u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u6a21\u62df\u7684\u7ec4\u5408\uff0c\u9002\u5408\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u5de5\u827a\u8bbe\u8ba1\u548c\u53c2\u6570\u9884\u4f30\uff0c\u6ee1\u8db3\u5de5\u7a0b\u5b9e\u9645\u9700\u6c42\u3002 \n - 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\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u4e0e\u65b9\u6cd5\u63cf\u8ff0\u53ca\u5e94\u7528\u5efa\u8bae\n\n\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u548c\u65b9\u6cd5\u6db5\u76d6\u4ece\u7ecf\u5178\u6570\u503c\u6c42\u89e3\u5230\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u6a21\u62df\uff0c\u5177\u4f53\u5305\u62ec\uff1a\n\n1. **\u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff0cComputational Fluid Dynamics\uff09** \n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u57fa\u4e8e\u6570\u503c\u65b9\u6cd5\u6c42\u89e3\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\uff0c\u6a21\u62df\u590d\u6742\u6d41\u4f53\u6d41\u52a8\u3002\u4e3b\u6d41\u6570\u503c\u65b9\u6cd5\u6709\u6709\u9650\u5dee\u5206\u6cd5\uff08FDM\uff09\u3001\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u3001\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u53ca\u5149\u6ed1\u7c92\u5b50\u6d41\u4f53\u52a8\u529b\u5b66\uff08SPH\uff09\u3002 \n - **\u4f18\u70b9**\uff1a\u80fd\u591f\u5904\u7406\u590d\u6742\u4e09\u7ef4\u3001\u975e\u5b9a\u5e38\u6d41\u52a8\uff0c\u9002\u7528\u8303\u56f4\u5e7f\uff0c\u652f\u6301\u591a\u79cd\u6e4d\u6d41\u6a21\u578b\uff08k-\u03b5\u3001k-\u03c9\u3001LES\u3001DNS\uff09\u3002 \n - **\u7f3a\u70b9**\uff1a\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u5c24\u5176\u662f\u9ad8\u5206\u8fa8\u7387\u6a21\u62df\uff1b\u6a21\u578b\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u8bbe\u5b9a\u590d\u6742\uff1b\u5bf9\u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u52a8\u5efa\u6a21\u96be\u5ea6\u9ad8\uff1b\u5b9e\u65f6\u8026\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5b58\u5728\u6311\u6218\uff0c\u56e0\u70ed\u529b\u5b66\u53c2\u6570\u65f6\u7a7a\u975e\u5747\u5300\u4e14\u52a8\u6001\u53d8\u5316\u3002 \n\n2. **\u6f5c\u5728\u6d41\u7406\u8bba\uff08Potential Flow Theory\uff09** \n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u5047\u8bbe\u6d41\u4f53\u4e3a\u65e0\u65cb\u3001\u4e0d\u53ef\u538b\u7f29\u7406\u60f3\u6d41\u4f53\uff0c\u7b80\u5316\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\u4e3a\u62c9\u666e\u62c9\u65af\u65b9\u7a0b\uff0c\u5e38\u7528\u4e8e\u8239\u4f53\u5916\u5f62\u5468\u56f4\u6d41\u573a\u5feb\u901f\u8bc4\u4f30\u3002 \n - **\u4f18\u70b9**\uff1a\u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u6570\u5b66\u6a21\u578b\u7b80\u6d01\uff0c\u9002\u5408\u521d\u6b65\u8bbe\u8ba1\u9636\u6bb5\u3002 \n - **\u7f3a\u70b9**\uff1a\u5ffd\u7565\u7c98\u6027\u6548\u5e94\uff0c\u65e0\u6cd5\u6a21\u62df\u8fb9\u754c\u5c42\u3001\u5206\u79bb\u548c\u6e4d\u6d41\uff0c\u9002\u7528\u6027\u6709\u9650\u3002 \n\n3. **\u5927\u6da1\u6a21\u62df\uff08LES\uff0cLarge Eddy Simulation\uff09** \n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6da1\u65cb\uff0c\u6a21\u578b\u5904\u7406\u5c0f\u5c3a\u5ea6\u6e4d\u6d41\uff0c\u4ecb\u4e8eRANS\u548cDNS\u4e4b\u95f4\u3002 \n - **\u4f18\u70b9**\uff1a\u80fd\u8f83\u771f\u5b9e\u53cd\u6620\u6e4d\u6d41\u7ed3\u6784\u548c\u77ac\u6001\u7279\u5f81\uff0c\u9002\u5408\u590d\u6742\u6e4d\u6d41\u6a21\u62df\u3002 \n - **\u7f3a\u70b9**\uff1a\u8ba1\u7b97\u91cf\u5927\uff0c\u5bf9\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8\uff0c\u5b9e\u65f6\u5e94\u7528\u53d7\u9650\u3002 \n\n4. **\u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff0cDirect Numerical Simulation\uff09** \n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u76f4\u63a5\u6c42\u89e3\u5168\u5c3a\u5ea6\u6e4d\u6d41\u7ed3\u6784\uff0c\u65e0\u6e4d\u6d41\u6a21\u578b\u3002 \n - **\u4f18\u70b9**\uff1a\u6700\u7cbe\u786e\uff0c\u9002\u7528\u4e8e\u6e4d\u6d41\u57fa\u7840\u7814\u7a76\u548c\u6a21\u578b\u9a8c\u8bc1\u3002 \n - **\u7f3a\u70b9**\uff1a\u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u53d7\u9650\uff0c\u4ec5\u80fd\u5904\u7406\u4f4e\u96f7\u8bfa\u6570\u6d41\u52a8\u3002 \n\n5. **\u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\u7684\u6570\u503c\u6a21\u578b\uff08Data-driven / Machine Learning Models\uff09** \n - **\u65b9\u6cd5\u7b80\u4ecb**\uff1a\u5229\u7528\u5b9e\u9a8c\u548c\u9ad8\u4fdd\u771f\u6a21\u62df\u6570\u636e\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5efa\u7acb\u6d41\u4f53\u884c\u4e3a\u9884\u6d4b\u6a21\u578b\u3002 \n - **\u4f18\u70b9**\uff1a\u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u80fd\u8865\u5145\u4f20\u7edf\u6a21\u578b\u4e0d\u8db3\uff0c\u63d0\u9ad8\u7cbe\u5ea6\u3002 \n - **\u7f3a\u70b9**\uff1a\u4f9d\u8d56\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\uff0c\u96be\u4ee5\u5904\u7406\u672a\u89c1\u8fc7\u7684\u590d\u6742\u6d41\u52a8\u5de5\u51b5\u3002 \n - **\u6f5c\u529b**\uff1a\u53ef\u7528\u4e8e\u52a0\u901f\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\uff0c\u63d0\u5347CFD\u4e0e\u70ed\u529b\u5b66\u6a21\u578b\u8026\u5408\u7684\u8ba1\u7b97\u6548\u7387\u548c\u9002\u5e94\u6027\uff0c\u5c24\u5176\u5728\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u5efa\u6a21\u4e2d\u5177\u6709\u91cd\u8981\u4ef7\u503c\u3002 \n\n6. **\u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u6a21\u62df\u65b9\u6cd5** \n - **\u5178\u578b\u65b9\u6cd5**\uff1aVOF\uff08Volume of Fluid\uff09\u3001Level Set\u3001Lattice Boltzmann Method\uff08LBM\uff09\u7b49\u3002 \n - **\u4f18\u70b9**\uff1a\u9002\u5408\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u754c\u9762\u6355\u6349\uff0cLBM\u9002\u5408\u590d\u6742\u8fb9\u754c\u548c\u5fae\u89c2\u6d41\u52a8\u3002 \n - **\u7f3a\u70b9**\uff1a\u8ba1\u7b97\u590d\u6742\u5ea6\u9ad8\uff0c\u754c\u9762\u6355\u6349\u548c\u91cd\u6784\u6280\u672f\u8981\u6c42\u9ad8\u3002 \n\n---\n\n### \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\u7684\u6311\u6218\u4e0e\u6539\u8fdb\u5efa\u8bae\n\n- **\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u975e\u5747\u5300\u6027** \n \u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u4e2d\u7684\u81ea\u7531\u80fd\u3001\u7194\u70b9\u3001\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u5728\u7a7a\u95f4\u548c\u65f6\u95f4\u4e0a\u5b58\u5728\u663e\u8457\u975e\u5747\u5300\u6027\uff0c\u5c24\u5176\u5728\u5feb\u901f\u7194\u5316\u3001\u51dd\u56fa\u7b49\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u4e2d\uff0c\u4f20\u7edf\u9759\u6001\u70ed\u529b\u5b66\u6a21\u578b\u96be\u4ee5\u51c6\u786e\u53cd\u6620\u5c40\u90e8\u70ed\u529b\u5b66\u72b6\u6001\uff0c\u5bfc\u81f4\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u53d7\u9650\u3002\n\n- **\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u8ba1\u7b97\u6548\u7387** \n \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u3001\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u548cCALPHAD\u7b49\u591a\u5c3a\u5ea6\u70ed\u529b\u5b66\u5efa\u6a21\u65b9\u6cd5\u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u80fd\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u6570\u636e\uff0c\u4f46\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5de8\u5927\uff0c\u96be\u4ee5\u76f4\u63a5\u5d4c\u5165\u5b9e\u65f6CFD\u6a21\u62df\u3002\u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u9650\u5236\u65b0\u6750\u6599\u548c\u6781\u7aef\u5de5\u51b5\u4e0b\u7684\u6cdb\u5316\u80fd\u529b\u3002\n\n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u63d0\u5347** \n \u5f15\u5165\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u9a71\u52a8\u6280\u672f\uff0c\u901a\u8fc7\u8bad\u7ec3\u5df2\u6709\u9ad8\u7cbe\u5ea6\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u6784\u5efa\u5feb\u901f\u9884\u6d4b\u6a21\u578b\uff0c\u53ef\u663e\u8457\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u901f\u5ea6\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u652f\u6301\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u5b9e\u65f6\u8026\u5408\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u6210\u672c\u3002\n\n---\n\n### \u7efc\u5408\u5e94\u7528\u5efa\u8bae\n\n- \u91c7\u7528CFD\u4e3a\u57fa\u7840\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u7ed3\u5408\u6f5c\u5728\u6d41\u7406\u8bba\u8fdb\u884c\u5feb\u901f\u9884\u8bc4\u4f30\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u5173\u952e\u533a\u57df\u6e4d\u6d41\u6a21\u62df\u91c7\u7528LES\u6216\u6539\u8fdb\u7684\u6e4d\u6d41\u6a21\u578b\uff0c\u63d0\u5347\u590d\u6742\u6d41\u52a8\u7684\u51c6\u786e\u6027\u3002 \n- \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u5efa\u8bae\u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u65b9\u6848\uff1aCALPHAD\u6570\u636e\u5e93\u652f\u6301\u5feb\u901f\u5de5\u7a0b\u8ba1\u7b97\uff0c\u7b2c\u4e00\u6027\u539f\u7406\u548c\u5206\u5b50\u52a8\u529b\u5b66\u7528\u4e8e\u65b0\u6750\u6599\u548c\u5173\u952e\u5de5\u827a\u7684\u6df1\u5165\u7814\u7a76\u3002 \n- \u5f3a\u5316\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u52a8\u6001\u8026\u5408\uff0c\u7279\u522b\u5173\u6ce8\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u4e2d\u7684\u65f6\u7a7a\u53d8\u5316\u3002 \n- \u79ef\u6781\u5f15\u5165\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u548c\u6a21\u578b\u81ea\u9002\u5e94\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n- \u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u52a8\u91c7\u7528VOF\u3001Level Set\u7b49\u754c\u9762\u6355\u6349\u6280\u672f\uff0c\u7ed3\u5408LBM\u7b49\u5fae\u89c2\u65b9\u6cd5\uff0c\u7cbe\u786e\u6a21\u62df\u8239\u8236\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u6d41\u52a8\u3002\n\n---\n\n### \u603b\u7ed3\n\n\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u6280\u672f\u5df2\u5177\u5907\u8f83\u9ad8\u7684\u7cbe\u5ea6\u548c\u5e7f\u6cdb\u7684\u9002\u7528\u6027\uff0c\u4f46\u5728\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408\u53ca\u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u65b9\u9762\u4ecd\u5b58\u5728\u663e\u8457\u6311\u6218\u3002\u901a\u8fc7\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u878d\u5408\u5e94\u7528\uff0c\u80fd\u591f\u6709\u6548\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u652f\u6491\u3002\n\n```" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u5206\u6790\u4e0e\u5e94\u7528\u573a\u666f\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\uff0c\u6211\u5c06\u5b8c\u5584\u5176\u4f18\u7f3a\u70b9\u5206\u6790\uff0c\u7279\u522b\u5f3a\u8c03\u6a21\u578b\u5728\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u4e2d\u7684\u9002\u7528\u6027\u53ca\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\u7684\u6311\u6218\uff0c\u5e76\u8865\u5145\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\u7684\u6f5c\u529b\uff0c\u529b\u6c42\u66f4\u5168\u9762\u53cd\u6620\u5b9e\u9645\u5e94\u7528\u9700\u6c42\u548c\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\u3002\n\n## Improved version of \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u5206\u6790\u4e0e\u5e94\u7528\u573a\u666f\n\n---\n\n### 1. \u81ea\u7531\u80fd\u5efa\u6a21\u65b9\u6cd5\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u7edf\u8ba1\u529b\u5b66\u7ed3\u5408\u7684\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97** \n \u5229\u7528DFT\u8ba1\u7b97\u91d1\u5c5e\u539f\u5b50\u5728\u6db2\u76f8\u548c\u56fa\u76f8\u7684\u7535\u5b50\u7ed3\u6784\u80fd\u6001\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\uff08\u5982\u914d\u5206\u51fd\u6570\u6784\u5efa\uff09\u8ba1\u7b97\u4f53\u7cfb\u7684\u6e29\u5ea6\u4f9d\u8d56\u81ea\u7531\u80fd\uff08Gibbs\u81ea\u7531\u80fd\u3001Helmholtz\u81ea\u7531\u80fd\uff09\u3002 \n- **\u534a\u7ecf\u9a8c\u70ed\u529b\u5b66\u6a21\u578b\uff08CALPHAD\u6cd5\uff09** \n \u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u548c\u70ed\u529b\u5b66\u6570\u636e\u5e93\u6784\u5efa\u76f8\u56fe\u548c\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u51b6\u91d1\u70ed\u529b\u5b66\u539f\u7406\uff0c\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u5408\u91d1\u7684\u81ea\u7531\u80fd\u53d8\u5316\u3002 \n- **\u52bf\u80fd\u51fd\u6570\u6a21\u578b\uff08Embedded Atom Method, EAM\uff09** \n \u5229\u7528\u7ecf\u9a8c\u52bf\u51fd\u6570\u63cf\u8ff0\u91d1\u5c5e\u95f4\u76f8\u4e92\u4f5c\u7528\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u4f30\u7b97\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u6027\u3002\n\n#### \u4f18\u70b9\n- \u7b2c\u4e00\u6027\u539f\u7406\u65b9\u6cd5\u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u65e0\u9700\u5927\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u9002\u5408\u65b0\u6750\u6599\u548c\u6781\u7aef\u5de5\u51b5\u7684\u9884\u6d4b\u3002 \n- CALPHAD\u65b9\u6cd5\u6210\u719f\uff0c\u8986\u76d6\u591a\u79cd\u5408\u91d1\u4f53\u7cfb\uff0c\u7ed3\u5408\u4e30\u5bcc\u5b9e\u9a8c\u6570\u636e\u80fd\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u81ea\u7531\u80fd\u4fe1\u606f\uff0c\u9002\u5408\u5de5\u7a0b\u5e94\u7528\u3002 \n- \u52bf\u80fd\u51fd\u6570\u6a21\u578b\u8ba1\u7b97\u6548\u7387\u8f83\u9ad8\uff0c\u9002\u5408\u5927\u89c4\u6a21\u4f53\u7cfb\u6a21\u62df\uff0c\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u7684\u7edf\u8ba1\u7279\u5f81\u3002\n\n#### \u7f3a\u70b9\n- \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u6781\u5927\uff0c\u96be\u4ee5\u76f4\u63a5\u5904\u7406\u5927\u5c3a\u5ea6\u6db2\u6001\u7ed3\u6784\u548c\u5feb\u901f\u52a8\u6001\u8fc7\u7a0b\u3002 \n- CALPHAD\u65b9\u6cd5\u4f9d\u8d56\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u6570\u636e\u7f3a\u5931\u6216\u590d\u6742\u5408\u91d1\u4f53\u7cfb\u65f6\u6a21\u578b\u51c6\u786e\u5ea6\u4e0b\u964d\uff0c\u4e14\u96be\u4ee5\u53cd\u6620\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u884c\u4e3a\u3002 \n- \u52bf\u80fd\u51fd\u6570\u6a21\u578b\u7ecf\u9a8c\u6027\u8f83\u5f3a\uff0c\u53c2\u6570\u6cdb\u5316\u80fd\u529b\u6709\u9650\uff0c\u96be\u4ee5\u5b8c\u5168\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u590d\u6742\u7684\u5c40\u90e8\u7ed3\u6784\u548c\u52a8\u6001\u53d8\u5316\u3002\n\n#### \u5e94\u7528\u573a\u666f\n- \u65b0\u6750\u6599\u8bbe\u8ba1\u4e0e\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b\u3002 \n- \u76f8\u56fe\u8ba1\u7b97\u548c\u76f8\u53d8\u70ed\u529b\u5b66\u5206\u6790\u3002 \n- \u5de5\u7a0b\u4e2d\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u8bc4\u4f30\u548c\u6570\u636e\u5e93\u6784\u5efa\u3002\n\n---\n\n### 2. \u7194\u70b9\u548c\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u7ecf\u5178\u6210\u6838\u7406\u8bba\u7ed3\u5408\u70ed\u529b\u5b66\u9a71\u52a8\u529b\u5206\u6790** \n \u901a\u8fc7\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u4e0e\u56fa\u6001\u76f8\u7684\u81ea\u7531\u80fd\u5dee\uff0c\u7ed3\u5408\u754c\u9762\u80fd\u548c\u6210\u6838\u52a8\u529b\u5b66\uff0c\u9884\u6d4b\u7194\u70b9\u53ca\u51dd\u56fa\u8fc7\u7a0b\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09** \n \u5229\u7528\u52bf\u51fd\u6570\u6a21\u62df\u539f\u5b50\u8fd0\u52a8\uff0c\u76f4\u63a5\u89c2\u5bdf\u7194\u5316\u548c\u51dd\u56fa\u8fc7\u7a0b\uff0c\u63d0\u53d6\u7194\u70b9\u3001\u6f5c\u70ed\u53ca\u51dd\u56fa\u52a8\u529b\u5b66\u4fe1\u606f\u3002 \n- **\u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\uff08\u76f8\u5e73\u8861\u8ba1\u7b97\uff09** \n \u7ed3\u5408CALPHAD\u6570\u636e\u5e93\uff0c\u8ba1\u7b97\u6db2-\u56fa\u76f8\u5e73\u8861\uff0c\u83b7\u5f97\u7194\u70b9\u53ca\u76f8\u5173\u70ed\u529b\u5b66\u6027\u8d28\u3002\n\n#### \u4f18\u70b9\n- \u6210\u6838\u7406\u8bba\u63d0\u4f9b\u7269\u7406\u673a\u5236\u89e3\u91ca\uff0c\u9002\u5408\u5fae\u89c2\u8fc7\u7a0b\u5206\u6790\u53ca\u975e\u5e73\u8861\u6001\u6210\u6838\u52a8\u529b\u5b66\u7814\u7a76\u3002 \n- MD\u6a21\u62df\u80fd\u591f\u6355\u6349\u975e\u5e73\u8861\u8fc7\u7a0b\u548c\u52a8\u529b\u5b66\u7ec6\u8282\uff0c\u63ed\u793a\u5feb\u901f\u51dd\u56fa\u7b49\u590d\u6742\u73b0\u8c61\u3002 \n- \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5927\u89c4\u6a21\u5de5\u7a0b\u8bbe\u8ba1\u548c\u5de5\u827a\u53c2\u6570\u4f18\u5316\u3002\n\n#### \u7f3a\u70b9\n- \u6210\u6838\u7406\u8bba\u4e2d\u754c\u9762\u80fd\u53ca\u52a8\u529b\u5b66\u53c2\u6570\u96be\u4ee5\u51c6\u786e\u83b7\u53d6\uff0c\u5b58\u5728\u8f83\u5927\u4e0d\u786e\u5b9a\u6027\u3002 \n- MD\u6a21\u62df\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\uff0c\u96be\u4ee5\u8986\u76d6\u5de5\u4e1a\u89c4\u6a21\u7684\u957f\u65f6\u95f4\u8fc7\u7a0b\u3002 \n- \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u52a8\u529b\u5b66\u6548\u5e94\uff0c\u96be\u4ee5\u63cf\u8ff0\u5feb\u901f\u51dd\u56fa\u548c\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u3002\n\n#### \u5e94\u7528\u573a\u666f\n- \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u4e0e\u6210\u6838\u673a\u5236\u7814\u7a76\u3002 \n- \u5de5\u827a\u4f18\u5316\u53ca\u76f8\u53d8\u6e29\u5ea6\u9884\u6d4b\u3002 \n- \u5feb\u901f\u51dd\u56fa\u4e0e\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u8fc7\u7a0b\u6a21\u62df\u3002\n\n---\n\n### 3. \u6bd4\u70ed\u5efa\u6a21\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- **\u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08Debye\u6a21\u578b\u3001Einstein\u6a21\u578b\uff09** \n \u8ba1\u7b97\u56fa\u6001\u91d1\u5c5e\u7684\u6bd4\u70ed\uff0c\u7ed3\u5408\u7194\u5316\u70ed\u548c\u6db2\u6001\u7ed3\u6784\u4fee\u6b63\uff0c\u4f30\u7b97\u6db2\u6001\u6bd4\u70ed\u53d8\u5316\u3002 \n- **\u5206\u5b50\u52a8\u529b\u5b66\u4e0e\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5** \n \u901a\u8fc7MD\u6a21\u62df\u4f53\u7cfb\u5728\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u80fd\u91cf\u53d8\u5316\uff0c\u5229\u7528\u70ed\u529b\u5b66\u79ef\u5206\u8ba1\u7b97\u6bd4\u70ed\u3002 \n- **\u7ecf\u9a8c\u516c\u5f0f\u4e0e\u70ed\u529b\u5b66\u6570\u636e\u5e93\u62df\u5408** \n \u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u6bd4\u70ed\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u51fd\u6570\u3002\n\n#### \u4f18\u70b9\n- \u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u7406\u8bba\u6e05\u6670\uff0c\u9002\u5408\u56fa\u6001\u548c\u8fd1\u7a33\u6001\u6db2\u6001\u7684\u6bd4\u70ed\u4f30\u7b97\u3002 \n- MD\u65b9\u6cd5\u80fd\u6355\u6349\u6db2\u6001\u590d\u6742\u52a8\u529b\u5b66\u884c\u4e3a\u548c\u975e\u5747\u5300\u70ed\u5bb9\u6548\u5e94\u3002 \n- \u7ecf\u9a8c\u62df\u5408\u65b9\u6cd5\u8ba1\u7b97\u7b80\u4fbf\uff0c\u6ee1\u8db3\u5de5\u7a0b\u8bbe\u8ba1\u4e2d\u5feb\u901f\u8bc4\u4f30\u9700\u6c42\u3002\n\n#### \u7f3a\u70b9\n- \u7edf\u8ba1\u6a21\u578b\u5bf9\u6db2\u6001\u91d1\u5c5e\u590d\u6742\u7ed3\u6784\u548c\u975e\u5e73\u8861\u6001\u9002\u7528\u6027\u6709\u9650\u3002 \n- MD\u6a21\u62df\u5bf9\u52bf\u51fd\u6570\u4f9d\u8d56\u5f3a\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u4e14\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\u3002 \n- \u7ecf\u9a8c\u516c\u5f0f\u7f3a\u4e4f\u666e\u9002\u6027\uff0c\u96be\u4ee5\u51c6\u786e\u9884\u6d4b\u65b0\u6750\u6599\u548c\u6781\u7aef\u6761\u4ef6\u4e0b\u7684\u6bd4\u70ed\u3002\n\n#### \u5e94\u7528\u573a\u666f\n- \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u4e0e\u5de5\u7a0b\u8bbe\u8ba1\u3002 \n- \u6750\u6599\u9009\u62e9\u4e0e\u70ed\u7ba1\u7406\u5206\u6790\u3002 \n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u8f85\u52a9\u5feb\u901f\u53c2\u6570\u4f30\u7b97\u3002\n\n---\n\n### 4. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\uff08\u65b0\u589e\uff09\n\n#### \u65b9\u6cd5\u7b80\u4ecb\n- \u5229\u7528\u5df2\u6709\u7b2c\u4e00\u6027\u539f\u7406\u3001MD\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\uff0c\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982\u795e\u7ecf\u7f51\u7edc\u3001Gaussian Process\u7b49\uff09\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u7194\u70b9\u3001\u6bd4\u70ed\u7b49\uff09\u7684\u5feb\u901f\u9884\u6d4b\u548c\u6cdb\u5316\u3002 \n- \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u548c\u591a\u5c3a\u5ea6\u6570\u636e\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u9884\u6d4b\u7a33\u5b9a\u6027\u3002\n\n#### \u4f18\u70b9\n- \u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\uff0c\u9002\u5408\u5b9e\u65f6\u548c\u5927\u89c4\u6a21\u6a21\u62df\u8026\u5408\u3002 \n- \u63d0\u5347\u6a21\u578b\u5bf9\u65b0\u6750\u6599\u548c\u590d\u6742\u5de5\u51b5\u7684\u6cdb\u5316\u80fd\u529b\u3002 \n- \u652f\u6301\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u5feb\u901f\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\u7cbe\u5ea6\u3002\n\n#### \u7f3a\u70b9\n- \u4f9d\u8d56\u9ad8\u8d28\u91cf\u3001\u591a\u6837\u5316\u8bad\u7ec3\u6570\u636e\uff0c\u6570\u636e\u4e0d\u8db3\u65f6\u6a21\u578b\u6027\u80fd\u53d7\u9650\u3002 \n- \u9700\u8981\u5408\u7406\u8bbe\u8ba1\u7f51\u7edc\u7ed3\u6784\u548c\u7269\u7406\u7ea6\u675f\uff0c\u907f\u514d\u8fc7\u62df\u5408\u548c\u7269\u7406\u4e0d\u5408\u7406\u9884\u6d4b\u3002 \n- \u76ee\u524d\u4ecd\u5904\u4e8e\u53d1\u5c55\u9636\u6bb5\uff0c\u5de5\u4e1a\u5e94\u7528\u6210\u719f\u5ea6\u6709\u9650\u3002\n\n#### \u5e94\u7528\u573a\u666f\n- \u5b9e\u65f6\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u5feb\u901f\u66f4\u65b0\u3002 \n- \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u4e2d\u7684\u53c2\u6570\u9884\u6d4b\u4e0e\u4f18\u5316\u3002 \n- \u65b0\u6750\u6599\u8bbe\u8ba1\u4e2d\u7684\u5feb\u901f\u7b5b\u9009\u4e0e\u6027\u80fd\u9884\u6d4b\u3002\n\n---\n\n### \u603b\u7ed3\u8bc4\u4ef7\u8868\uff08\u5b8c\u5584\u7248\uff09\n\n| \u53c2\u6570 | \u5efa\u6a21\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|------------|---------------------------------|------------------------------------------------------------------|------------------------------------------------------------------|---------------------------------------|\n| \u81ea\u7531\u80fd | \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT+\u7edf\u8ba1\u529b\u5b66\uff09\u3001CALPHAD\u3001\u52bf\u51fd\u6570\u6a21\u578b | \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\uff1b\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8\uff1b\u8ba1\u7b97\u6548\u7387\u8f83\u4f18 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff1b\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff1b\u7ecf\u9a8c\u53c2\u6570\u6709\u9650\uff1b\u96be\u4ee5\u6355\u6349\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b | \u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u76f8\u56fe\u8ba1\u7b97\u3001\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b |\n| \u7194\u70b9\u4e0e\u51dd\u56fa | \u6210\u6838\u7406\u8bba\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b | \u7269\u7406\u673a\u5236\u660e\u786e\uff1b\u80fd\u6355\u6349\u52a8\u529b\u5b66\u8fc7\u7a0b\uff1b\u8ba1\u7b97\u5feb\u901f\uff1b\u9002\u5408\u975e\u5e73\u8861\u6001\u7814\u7a76 | \u53c2\u6570\u96be\u5b9a\uff1b\u8ba1\u7b97\u6210\u672c\u9ad8\uff1b\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94 | \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u3001\u5de5\u827a\u4f18\u5316\u3001\u975e\u5e73\u8861\u76f8\u53d8\u6a21\u62df |\n| \u6bd4\u70ed | \u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7ecf\u9a8c\u62df\u5408 | \u7406\u8bba\u6a21\u578b\u6e05\u6670\uff1b\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u548c\u975e\u5747\u5300\u6027\uff1b\u8ba1\u7b97\u7b80\u4fbf | \u6db2\u6001\u9002\u7528\u6027\u5dee\uff1b\u8ba1\u7b97\u4f9d\u8d56\u52bf\u51fd\u6570\uff1b\u7ecf\u9a8c\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u6709\u9650 | \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6750\u6599\u9009\u62e9 |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9 | \u6570\u636e\u9a71\u52a8\u6a21\u578b\u7ed3\u5408\u7269\u7406\u7ea6\u675f | \u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5b9e\u65f6\u548c\u5927\u89c4\u6a21\u6a21\u62df\uff1b\u63d0\u5347\u6cdb\u5316\u80fd\u529b\uff1b\u652f\u6301\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b\u9884\u6d4b | \u4f9d\u8d56\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\uff1b\u6a21\u578b\u8bbe\u8ba1\u590d\u6742\uff1b\u5de5\u4e1a\u5e94\u7528\u5c1a\u672a\u6210\u719f | \u5b9e\u65f6\u53c2\u6570\u9884\u6d4b\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u3001\u5feb\u901f\u6750\u6599\u7b5b\u9009 |\n\n---\n\n### \u7ed3\u8bba\u4e0e\u5efa\u8bae\n\n- **\u7406\u8bba\u57fa\u7840\u4e0e\u7cbe\u5ea6\u4fdd\u969c** \n \u5efa\u8bae\u7ee7\u7eed\u4ee5\u7b2c\u4e00\u6027\u539f\u7406\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u4e3a\u7406\u8bba\u57fa\u7840\uff0c\u914d\u5408CALPHAD\u6570\u636e\u5e93\u548c\u52bf\u51fd\u6570\u6a21\u578b\uff0c\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u7279\u522b\u662f\u81ea\u7531\u80fd\u548c\u76f8\u53d8\u6027\u8d28\u7684\u51c6\u786e\u63cf\u8ff0\u3002 \n\n- **\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u5efa\u6a21** \n \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7ecf\u5178\u6210\u6838\u7406\u8bba\u5e94\u91cd\u70b9\u7528\u4e8e\u6355\u6349\u7194\u5316\u3001\u51dd\u56fa\u7b49\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u52a8\u529b\u5b66\u7279\u5f81\uff0c\u8865\u5145\u4f20\u7edf\u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\u7684\u4e0d\u8db3\u3002 \n\n- **\u8ba1\u7b97\u6548\u7387\u4e0e\u5b9e\u65f6\u8026\u5408** \n \u9274\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u5efa\u8bae\u79ef\u6781\u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u548c\u52a8\u6001\u66f4\u65b0\uff0c\u63d0\u5347\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u8026\u5408\u6548\u7387\u548c\u9002\u5e94\u6027\u3002 \n\n- **\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u636e\u878d\u5408** \n \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u7684\u878d\u5408\uff0c\u6784\u5efa\u6db5\u76d6\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u52a8\u529b\u5b66\u53ca\u5b8f\u89c2\u70ed\u529b\u5b66\u7684\u7efc\u5408\u6a21\u578b\u4f53\u7cfb\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u590d\u6742\u5de5\u51b5\u7684\u6a21\u62df\u9700\u6c42\u3002 \n\n- **\u672a\u6765\u65b9\u5411** \n \u52a0\u5f3a\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u79ef\u7d2f\u548c\u6570\u636e\u5e93\u5efa\u8bbe\uff0c\u4f18\u5316\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u7269\u7406\u7ea6\u675f\u4e0e\u6cdb\u5316\u80fd\u529b\uff0c\u63a8\u52a8\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u5efa\u6a21\uff0c\u4e3a\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u4e0e\u5de5\u827a\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u652f\u6491\u3002\n\n---\n\n\u6b64\u5b8c\u5584\u7248\u672c\u5728\u4fdd\u7559\u539f\u6709\u7406\u8bba\u4f18\u52bf\u7684\u57fa\u7840\u4e0a\uff0c\u5145\u5206\u8003\u8651\u4e86\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u590d\u6742\u6027\u53ca\u5b9e\u9645\u8ba1\u7b97\u9700\u6c42\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u65b9\u6cd5\uff0c\u529b\u6c42\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u4e0e\u5e94\u7528\u63d0\u4f9b\u66f4\u5168\u9762\u3001\u5b9e\u7528\u7684\u6307\u5bfc\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u610f\u89c1\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u65b9\u6848\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u65b9\u6848\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u51c6\u786e\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u5f3a\u5316\u591a\u5c3a\u5ea6\u8026\u5408\u53ca\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u63cf\u8ff0\u80fd\u529b\uff0c\u540c\u65f6\u5f15\u5165\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\u4ee5\u89e3\u51b3\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\u548c\u6a21\u578b\u6cdb\u5316\u95ee\u9898\u3002\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u65b9\u6848\uff1a\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\n\n---\n\n### 1. \u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u70ed\u529b\u5b66\u5efa\u6a21\u8026\u5408\u6846\u67b6\n\n#### 1.1 \u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08DFT\uff09\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66 \n- **\u76ee\u6807**\uff1a\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u53ca\u5176\u5408\u91d1\u7684\u57fa\u6001\u7535\u5b50\u7ed3\u6784\u80fd\u91cf\u548c\u6e29\u5ea6\u4f9d\u8d56\u81ea\u7531\u80fd\uff0c\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u57fa\u7840\u6570\u636e\u3002 \n- **\u65b9\u6cd5**\uff1a\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u6784\u5efa\uff0c\u8ba1\u7b97\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684Gibbs\u81ea\u7531\u80fd\u3001Helmholtz\u81ea\u7531\u80fd\u53ca\u76f8\u53d8\u70b9\u3002 \n- **\u4f18\u52bf**\uff1a\u7406\u8bba\u57fa\u7840\u575a\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u53ca\u6781\u7aef\u5de5\u51b5\u7684\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b\uff1b\u53ef\u6355\u83b7\u7535\u5b50\u7ed3\u6784\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002 \n- **\u4e0d\u8db3**\uff1a\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u96be\u4ee5\u76f4\u63a5\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u5b8f\u89c2\u52a8\u6001\u884c\u4e3a\u548c\u5feb\u901f\u975e\u5e73\u8861\u8fc7\u7a0b\u3002\n\n#### 1.2 \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff08MD\uff09\u57fa\u4e8e\u7ecf\u9a8c\u52bf\u51fd\u6570\uff08\u5982EAM\uff09 \n- **\u76ee\u6807**\uff1a\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u539f\u5b50\u52a8\u529b\u5b66\u884c\u4e3a\uff0c\u63d0\u53d6\u7194\u70b9\u3001\u6f5c\u70ed\u3001\u6bd4\u70ed\u3001\u6269\u6563\u7cfb\u6570\u7b49\u52a8\u6001\u70ed\u529b\u5b66\u53c2\u6570\u3002 \n- **\u65b9\u6cd5**\uff1a\u91c7\u7528\u5d4c\u5165\u539f\u5b50\u6cd5\u52bf\u51fd\u6570\u8fdb\u884c\u5927\u89c4\u6a21\u539f\u5b50\u6a21\u62df\uff0c\u901a\u8fc7\u52a0\u70ed\u51b7\u5374\u5faa\u73af\u6355\u6349\u7194\u5316\u548c\u51dd\u56fa\u8fc7\u7a0b\uff0c\u5229\u7528\u80fd\u91cf-\u6e29\u5ea6\u66f2\u7ebf\u53ca\u70ed\u529b\u5b66\u79ef\u5206\u8ba1\u7b97\u6bd4\u70ed\u3002 \n- **\u4f18\u52bf**\uff1a\u80fd\u76f4\u63a5\u89c2\u5bdf\u975e\u5e73\u8861\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u6f14\u5316\u548c\u76f8\u53d8\u673a\u5236\uff0c\u9002\u5408\u5de5\u7a0b\u5c3a\u5ea6\u3002 \n- **\u4e0d\u8db3**\uff1a\u52bf\u51fd\u6570\u53c2\u6570\u4f9d\u8d56\u7ecf\u9a8c\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\uff1b\u8ba1\u7b97\u6210\u672c\u8f83\u9ad8\uff0c\u65f6\u95f4\u5c3a\u5ea6\u53d7\u9650\u3002\n\n#### 1.3 CALPHAD\u70ed\u529b\u5b66\u6570\u636e\u5e93\u4e0e\u76f8\u5e73\u8861\u8ba1\u7b97 \n- **\u76ee\u6807**\uff1a\u5feb\u901f\u63d0\u4f9b\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u7684\u81ea\u7531\u80fd\u51fd\u6570\u3001\u76f8\u56fe\u53ca\u76f8\u53d8\u6e29\u5ea6\uff0c\u652f\u6301\u5de5\u827a\u8bbe\u8ba1\u548c\u53c2\u6570\u9884\u4f30\u3002 \n- **\u65b9\u6cd5**\uff1a\u57fa\u4e8e\u6210\u719f\u6570\u636e\u5e93\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u8ba1\u7b97\u6db2-\u56fa\u76f8\u5e73\u8861\u53ca\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n- **\u4f18\u52bf**\uff1a\u8ba1\u7b97\u5feb\u901f\uff0c\u8986\u76d6\u591a\u79cd\u6750\u6599\u4f53\u7cfb\uff0c\u9002\u5408\u5de5\u7a0b\u5e94\u7528\u548c\u5b9e\u65f6\u6a21\u62df\u3002 \n- **\u4e0d\u8db3**\uff1a\u4f9d\u8d56\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u4ee5\u53cd\u6620\u975e\u5e73\u8861\u6001\u548c\u6781\u7aef\u5de5\u51b5\u3002\n\n#### 1.4 \u7edf\u8ba1\u529b\u5b66\u4e0e\u7ecf\u9a8c\u6a21\u578b\u8f85\u52a9\u4f30\u7b97\u6bd4\u70ed\u7b49\u53c2\u6570 \n- **\u76ee\u6807**\uff1a\u5feb\u901f\u4f30\u7b97\u6db2\u6001\u91d1\u5c5e\u6bd4\u70ed\u5bb9\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u6ee1\u8db3\u5de5\u7a0b\u8bbe\u8ba1\u9700\u6c42\u3002 \n- **\u65b9\u6cd5**\uff1a\u7ed3\u5408Debye\u632f\u52a8\u6a21\u578b\u3001\u7ecf\u9a8c\u62df\u5408\u548cMD\u70ed\u529b\u5b66\u79ef\u5206\uff0c\u63d0\u4f9b\u51c6\u786e\u4e14\u9ad8\u6548\u7684\u6bd4\u70ed\u4f30\u8ba1\u3002 \n- **\u4f18\u52bf**\uff1a\u8ba1\u7b97\u7b80\u4fbf\uff0c\u9002\u5408\u5feb\u901f\u5de5\u7a0b\u8bc4\u4f30\u3002 \n- **\u4e0d\u8db3**\uff1a\u5bf9\u6db2\u6001\u590d\u6742\u7ed3\u6784\u548c\u975e\u5e73\u8861\u6001\u9002\u7528\u6027\u6709\u9650\u3002\n\n---\n\n### 2. \u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u5efa\u6a21\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\n\n- **\u6311\u6218**\uff1a\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u65f6\u7a7a\u975e\u5747\u5300\u3001\u5feb\u901f\u76f8\u53d8\u7b49\u975e\u5e73\u8861\u8fc7\u7a0b\u5bf9\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u51fa\u9ad8\u8981\u6c42\uff0c\u4f20\u7edf\u9759\u6001\u70ed\u529b\u5b66\u6a21\u578b\u96be\u4ee5\u6ee1\u8db3\u3002 \n- **\u89e3\u51b3\u65b9\u6848**\uff1a \n - \u5229\u7528MD\u6a21\u62df\u548c\u6210\u6838\u7406\u8bba\u6355\u6349\u5c40\u90e8\u975e\u5e73\u8861\u51dd\u56fa\u3001\u7194\u5316\u53ca\u6210\u6838\u52a8\u529b\u5b66\u8fc7\u7a0b\u3002 \n - \u5c06\u52a8\u6001\u70ed\u529b\u5b66\u53c2\u6570\u65f6\u7a7a\u5206\u5e03\u4fe1\u606f\u53cd\u9988\u81f3CFD\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u91c7\u7528LES\u7b49\u9ad8\u7cbe\u5ea6\u6e4d\u6d41\u6a21\u578b\u63d0\u5347\u6d41\u573a\u6a21\u62df\u7684\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u3002\n\n---\n\n### 3. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u5feb\u901f\u9884\u6d4b\u4e0e\u6a21\u578b\u6cdb\u5316\n\n- **\u76ee\u6807**\uff1a\u7a81\u7834\u7b2c\u4e00\u6027\u539f\u7406\u4e0eMD\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u3001\u9ad8\u6548\u9884\u6d4b\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u65b0\u6750\u6599\u53ca\u590d\u6742\u5de5\u51b5\u7684\u9002\u5e94\u6027\u3002 \n- **\u65b9\u6cd5**\uff1a \n - \u6784\u5efa\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u3001\u9ad8\u65af\u8fc7\u7a0b\u7b49\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5229\u7528\u5df2\u6709DFT\u3001MD\u53ca\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\uff08\u5982\u70ed\u529b\u5b66\u5b9a\u5f8b\u3001\u76f8\u5e73\u8861\u6761\u4ef6\uff09\u63d0\u5347\u6a21\u578b\u7269\u7406\u4e00\u81f4\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n - \u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u65f6\u66f4\u65b0\uff0c\u652f\u6301\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u7684\u6a21\u62df\u9700\u6c42\u3002 \n- **\u4f18\u52bf**\uff1a\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u589e\u5f3a\u6a21\u578b\u6cdb\u5316\u80fd\u529b\uff0c\u652f\u6301\u5b9e\u65f6\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\u3002 \n- **\u4e0d\u8db3**\uff1a\u4f9d\u8d56\u9ad8\u8d28\u91cf\u3001\u591a\u6837\u5316\u7684\u6570\u636e\u96c6\uff0c\u6a21\u578b\u8bbe\u8ba1\u548c\u9a8c\u8bc1\u9700\u4e25\u5bc6\uff0c\u5de5\u4e1a\u5e94\u7528\u4ecd\u9700\u63a8\u5e7f\u3002\n\n---\n\n### 4. \u7efc\u5408\u4f18\u52bf\u4e0e\u4e0d\u8db3\n\n| \u4f18\u52bf\u70b9 | \u8bf4\u660e |\n|-----------------------------|------------------------------------------------------------|\n| \u7406\u8bba\u57fa\u7840\u624e\u5b9e | \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3001MD\u548cCALPHAD\uff0c\u8986\u76d6\u4ece\u7535\u5b50\u7ed3\u6784\u5230\u5b8f\u89c2\u70ed\u529b\u5b66\u5168\u5c3a\u5ea6\u3002 |\n| \u591a\u5c3a\u5ea6\u8026\u5408 | \u517c\u987e\u5fae\u89c2\u673a\u5236\u4e0e\u5b8f\u89c2\u5de5\u7a0b\u5e94\u7528\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\u3002 |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u63d0\u5347\u6548\u7387\u4e0e\u6cdb\u5316 | \u5feb\u901f\u9884\u6d4b\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u652f\u6301\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b\uff0c\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002 |\n| \u9002\u5e94\u590d\u6742\u6750\u6599\u4e0e\u6781\u7aef\u5de5\u51b5 | \u53ef\u62d3\u5c55\u81f3\u65b0\u6750\u6599\u8bbe\u8ba1\u53ca\u8239\u8236\u5236\u9020\u4e2d\u7684\u590d\u6742\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u6a21\u62df\u3002 |\n\n| \u4e0d\u8db3\u70b9 | \u8bf4\u660e |\n|-----------------------------|------------------------------------------------------------|\n| \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u9ad8 | DFT\u548c\u5927\u89c4\u6a21MD\u8ba1\u7b97\u4f9d\u7136\u8017\u65f6\uff0c\u9650\u5236\u5b9e\u65f6\u5927\u89c4\u6a21\u8026\u5408\u6a21\u62df\u3002 |\n| \u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u7ecf\u9a8c\u53c2\u6570 | \u5f71\u54cd\u6a21\u578b\u6cdb\u5316\u548c\u65b0\u6750\u6599\u9884\u6d4b\u80fd\u529b\u3002 |\n| \u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u590d\u6742 | \u52a8\u6001\u8026\u5408\u548c\u53c2\u6570\u65f6\u7a7a\u53d8\u5316\u6355\u6349\u4ecd\u5177\u6311\u6218\u3002 |\n| \u673a\u5668\u5b66\u4e60\u6a21\u578b\u6570\u636e\u4f9d\u8d56\u4e0e\u7a33\u5b9a\u6027 | \u9700\u9ad8\u8d28\u91cf\u6570\u636e\u548c\u5408\u7406\u7269\u7406\u7ea6\u675f\uff0c\u907f\u514d\u8fc7\u62df\u5408\u548c\u7269\u7406\u4e0d\u5408\u7406\u9884\u6d4b\u3002 |\n\n---\n\n### 5. \u7ed3\u8bba\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n- **\u4f18\u5148\u7ea7**\uff1a \n - \u91c7\u7528CALPHAD\u6570\u636e\u5e93\u5feb\u901f\u83b7\u53d6\u5de5\u7a0b\u7ea7\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6ee1\u8db3\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002 \n - \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u4e0eMD\u6a21\u62df\uff0c\u6df1\u5316\u5173\u952e\u6750\u6599\u548c\u5de5\u827a\u7684\u70ed\u529b\u5b66\u673a\u5236\u7814\u7a76\u3002 \n - \u5f15\u5165\u673a\u5668\u5b66\u4e60\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u548c\u52a8\u6001\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n - \u5f3a\u5316\u70ed\u529b\u5b66\u53c2\u6570\u4e0eCFD\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u52a8\u6001\u8026\u5408\uff0c\u91cd\u70b9\u5173\u6ce8\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u3002 \n\n- **\u672a\u6765\u53d1\u5c55\u65b9\u5411**\uff1a \n - \u6301\u7eed\u5b8c\u5584\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6570\u636e\u5e93\uff0c\u652f\u6301\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002 \n - \u4f18\u5316\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u63a5\u53e3\uff0c\u5b9e\u73b0\u9ad8\u6548\u4e00\u81f4\u7684\u53c2\u6570\u4f20\u9012\u3002 \n - \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u4e0e\u7269\u7406\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5de5\u4e1a\u5e94\u7528\u6210\u719f\u5ea6\u3002 \n\n- **\u5e94\u7528\u4ef7\u503c**\uff1a \n - \u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u3001\u52a8\u6001\u4e14\u9ad8\u6548\u7684\u8ba1\u7b97\u652f\u6301\u3002 \n - \u4fc3\u8fdb\u6d41\u4f53\u6a21\u62df\u4e0e\u5de5\u827a\u4f18\u5316\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u9ad8\u8239\u8236\u8bbe\u8ba1\u4e0e\u5236\u9020\u7684\u6574\u4f53\u6027\u80fd\u548c\u6548\u7387\u3002\n\n---\n\n\u5982\u9700\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u6570\u503c\u6a21\u62df\u6d41\u7a0b\u3001\u8f6f\u4ef6\u5de5\u5177\u9009\u62e9\u53ca\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6784\u5efa\u65b9\u6848\uff0c\u6b22\u8fce\u8fdb\u4e00\u6b65\u6307\u793a\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u4e13\u5bb6\u6539\u8fdb\u540e\u7684\u6280\u672f\u65b9\u6848\u548c\u65b9\u6cd5\uff0c\u5f62\u6210\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u5168\u9762\u603b\u7ed3\u5f53\u524d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u4e3b\u6d41\u6280\u672f\u7684\u4f18\u7f3a\u70b9\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ed3\u5408\u5404\u4f4d\u4e13\u5bb6\u7684\u6df1\u5165\u5206\u6790\u4e0e\u6539\u8fdb\u610f\u89c1\uff0c\u6211\u5c06\u6574\u5408\u5f62\u6210\u4e00\u4efd\u5168\u9762\u7684\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u7cfb\u7edf\u603b\u7ed3\u5f53\u524d\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4e3b\u6d41\u6280\u672f\u4e0e\u65b9\u6cd5\uff0c\u91cd\u70b9\u7a81\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u5c3a\u5ea6\u5efa\u6a21\u3001\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\u7684\u5e94\u7528\u6f5c\u529b\uff0c\u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7269\u7406\u7cbe\u5ea6\uff0c\u4e3a\u540e\u7eed\u4f18\u5316\u65b9\u6848\u63d0\u4f9b\u7406\u8bba\u4e0e\u6280\u672f\u652f\u6491\u3002\n\n```\u6280\u672f\u8c03\u7814\u62a5\u544a\n\n# \u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u8c03\u7814\u62a5\u544a\n\n## \u4e00\u3001\u5f15\u8a00\n\n\u8239\u8236\u5236\u9020\u8fc7\u7a0b\u4e2d\uff0c\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u662f\u8bbe\u8ba1\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u73af\u8282\u3002\u7279\u522b\u662f\u6d89\u53ca\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u53ca\u5176\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u8026\u5408\uff0c\u9762\u4e34\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u590d\u6742\u6027\u548c\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\u7684\u6311\u6218\u3002\u672c\u6587\u7cfb\u7edf\u8c03\u7814\u5f53\u524d\u4e3b\u6d41\u6280\u672f\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\uff0c\u63d0\u51fa\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6539\u8fdb\u65b9\u5411\u3002\n\n---\n\n## \u4e8c\u3001\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u4e0e\u65b9\u6cd5\n\n### 1. \u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u901a\u8fc7\u6570\u503c\u6c42\u89e3\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\uff0c\u91c7\u7528\u6709\u9650\u5dee\u5206\u6cd5\uff08FDM\uff09\u3001\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u3001\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u548c\u5149\u6ed1\u7c92\u5b50\u6d41\u4f53\u52a8\u529b\u5b66\uff08SPH\uff09\u7b49\u6570\u503c\u65b9\u6cd5\uff0c\u6a21\u62df\u590d\u6742\u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u52a8\u3002\n\n- **\u4f18\u70b9** \n - \u53ef\u5904\u7406\u590d\u6742\u6d41\u573a\uff0c\u5305\u62ec\u5c42\u6d41\u3001\u6e4d\u6d41\u53ca\u591a\u76f8\u6d41\u3002 \n - \u652f\u6301\u591a\u79cd\u6e4d\u6d41\u6a21\u578b\uff08k-\u03b5\u3001k-\u03c9\u3001LES\u3001DNS\uff09\uff0c\u6ee1\u8db3\u4e0d\u540c\u7cbe\u5ea6\u9700\u6c42\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u5c24\u5176\u9ad8\u5206\u8fa8\u7387\u548c\u9ad8\u96f7\u8bfa\u6570\u6d41\u52a8\u3002 \n - \u6a21\u578b\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u8bbe\u5b9a\u590d\u6742\u3002 \n - \u5bf9\u591a\u76f8\u6d41\u3001\u81ea\u7531\u8868\u9762\u6d41\u52a8\u53ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u5b58\u5728\u6311\u6218\u3002\n\n### 2. \u6f5c\u5728\u6d41\u7406\u8bba\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5047\u8bbe\u6d41\u4f53\u4e3a\u65e0\u65cb\u3001\u4e0d\u53ef\u538b\u7f29\u7406\u60f3\u6d41\u4f53\uff0c\u7b80\u5316\u65b9\u7a0b\u7528\u4e8e\u8239\u4f53\u5916\u5f62\u6d41\u573a\u5feb\u901f\u8bc4\u4f30\u3002\n\n- **\u4f18\u70b9** \n - \u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u6a21\u578b\u7b80\u6d01\uff0c\u9002\u7528\u4e8e\u521d\u6b65\u8bbe\u8ba1\u3002 \n\n- **\u7f3a\u70b9** \n - \u5ffd\u7565\u7c98\u6027\u6548\u5e94\uff0c\u65e0\u6cd5\u6a21\u62df\u8fb9\u754c\u5c42\u3001\u5206\u79bb\u548c\u6e4d\u6d41\u3002 \n\n### 3. \u5927\u6da1\u6a21\u62df\uff08LES\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6da1\u65cb\uff0c\u5c0f\u5c3a\u5ea6\u6da1\u65cb\u91c7\u7528\u6a21\u578b\u5904\u7406\uff0c\u4ecb\u4e8eRANS\u548cDNS\u4e4b\u95f4\u3002\n\n- **\u4f18\u70b9** \n - \u80fd\u8f83\u771f\u5b9e\u53cd\u6620\u6e4d\u6d41\u7ed3\u6784\u548c\u77ac\u6001\u7279\u5f81\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u91cf\u5927\uff0c\u5bf9\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8\u3002 \n\n### 4. \u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u65e0\u6e4d\u6d41\u6a21\u578b\uff0c\u76f4\u63a5\u6c42\u89e3\u5168\u5c3a\u5ea6\u6e4d\u6d41\u3002\n\n- **\u4f18\u70b9** \n - \u6700\u7cbe\u786e\uff0c\u9002\u7528\u4e8e\u57fa\u7840\u7814\u7a76\u548c\u6a21\u578b\u9a8c\u8bc1\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u53d7\u9650\u3002 \n\n### 5. \u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\u7684\u6570\u503c\u6a21\u578b\uff08\u673a\u5668\u5b66\u4e60\u8f85\u52a9\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5229\u7528\u5b9e\u9a8c\u548c\u9ad8\u4fdd\u771f\u6a21\u62df\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u884c\u4e3a\u5feb\u901f\u9884\u6d4b\u3002\n\n- **\u4f18\u70b9** \n - \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002 \n - \u53ef\u8865\u5145\u4f20\u7edf\u6a21\u578b\u4e0d\u8db3\uff0c\u63d0\u5347\u7cbe\u5ea6\u3002 \n - \u5728\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4e2d\u5c55\u73b0\u5de8\u5927\u6f5c\u529b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u3002 \n - \u6cdb\u5316\u80fd\u529b\u6709\u9650\uff0c\u9700\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u3002 \n\n### 6. \u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u6a21\u62df\u65b9\u6cd5\n\n- **\u5178\u578b\u65b9\u6cd5** \n VOF\u3001Level Set\u3001Lattice Boltzmann Method\uff08LBM\uff09\u7b49\u3002\n\n- **\u4f18\u70b9** \n - \u7cbe\u786e\u6355\u6349\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u754c\u9762\u3002 \n - LBM\u9002\u5408\u590d\u6742\u8fb9\u754c\u548c\u5fae\u89c2\u6d41\u52a8\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u6355\u6349\u6280\u672f\u8981\u6c42\u9ad8\u3002 \n\n---\n\n## \u4e09\u3001\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\n\n### 1. \u81ea\u7531\u80fd\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT+\u7edf\u8ba1\u529b\u5b66\uff09 \n - CALPHAD\u534a\u7ecf\u9a8c\u70ed\u529b\u5b66\u6a21\u578b \n - \u52bf\u51fd\u6570\u6a21\u578b\uff08EAM\uff09\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n - CALPHAD\u8986\u76d6\u591a\u5408\u91d1\u4f53\u7cfb\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8\u3002 \n - \u52bf\u51fd\u6570\u6a21\u578b\u9002\u5408\u5927\u89c4\u6a21\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u96be\u4ee5\u5904\u7406\u5927\u5c3a\u5ea6\u548c\u52a8\u6001\u8fc7\u7a0b\u3002 \n - CALPHAD\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u53cd\u6620\u975e\u5e73\u8861\u6001\u3002 \n - \u52bf\u51fd\u6570\u7ecf\u9a8c\u6027\u5f3a\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002 \n\n### 2. \u7194\u70b9\u4e0e\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7ecf\u5178\u6210\u6838\u7406\u8bba \n - \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df \n - \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\uff08CALPHAD\uff09 \n\n- **\u4f18\u70b9** \n - \u6210\u6838\u7406\u8bba\u63ed\u793a\u5fae\u89c2\u673a\u5236\u3002 \n - MD\u6355\u6349\u975e\u5e73\u8861\u52a8\u529b\u5b66\u3002 \n - CALPHAD\u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5de5\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u6210\u6838\u53c2\u6570\u96be\u5b9a\u3002 \n - MD\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\u3002 \n - \u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94\u3002 \n\n### 3. \u6bd4\u70ed\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08Debye\u3001Einstein\uff09 \n - MD\u70ed\u529b\u5b66\u79ef\u5206\u6cd5 \n - \u7ecf\u9a8c\u62df\u5408 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u6e05\u6670\uff0c\u9002\u5408\u56fa\u6001\u548c\u8fd1\u7a33\u6001\u6db2\u6001\u3002 \n - MD\u6355\u6349\u590d\u6742\u52a8\u529b\u5b66\u3002 \n - \u7ecf\u9a8c\u6cd5\u5feb\u901f\u7b80\u4fbf\u3002 \n\n- **\u7f3a\u70b9** \n - \u7edf\u8ba1\u6a21\u578b\u6db2\u6001\u9002\u7528\u6027\u6709\u9650\u3002 \n - MD\u8ba1\u7b97\u6210\u672c\u9ad8\u3002 \n - \u7ecf\u9a8c\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u5dee\u3002 \n\n### 4. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\n\n- **\u65b9\u6cd5** \n - \u57fa\u4e8eDFT\u3001MD\u53ca\u5b9e\u9a8c\u6570\u636e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u3001Gaussian Process\u7b49\u6a21\u578b\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n\n- **\u4f18\u70b9** \n - \u5feb\u901f\u9884\u6d4b\uff0c\u9002\u5408\u5b9e\u65f6\u8026\u5408\u3002 \n - \u63d0\u5347\u6cdb\u5316\u80fd\u529b\uff0c\u652f\u6301\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\u3002 \n - \u6a21\u578b\u8bbe\u8ba1\u590d\u6742\uff0c\u5de5\u4e1a\u5e94\u7528\u5c1a\u9700\u63a8\u5e7f\u3002 \n\n---\n\n## \u56db\u3001\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6280\u672f\u65b9\u6848\n\n### 1. \u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6\n\n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u548cCALPHAD\uff0c\u8986\u76d6\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u52a8\u529b\u5b66\u53ca\u5b8f\u89c2\u70ed\u529b\u5b66\u3002 \n- \u5229\u7528MD\u6a21\u62df\u6355\u6349\u975e\u5e73\u8861\u76f8\u53d8\u52a8\u529b\u5b66\uff0c\u5c06\u52a8\u6001\u70ed\u529b\u5b66\u53c2\u6570\u53cd\u9988\u81f3CFD\uff0c\u5b9e\u73b0\u7d27\u5bc6\u8026\u5408\u3002 \n- \u91c7\u7528LES\u7b49\u9ad8\u7cbe\u5ea6\u6e4d\u6d41\u6a21\u578b\u63d0\u5347\u6d41\u52a8\u52a8\u6001\u54cd\u5e94\u3002 \n\n### 2. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u4e0e\u52a8\u6001\u66f4\u65b0\u3002 \n- \u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u53ca\u9002\u5e94\u590d\u6742\u5de5\u51b5\u80fd\u529b\u3002 \n\n### 3. \u8ba1\u7b97\u8d44\u6e90\u4e0e\u5e94\u7528\u6311\u6218\n\n- \u7b2c\u4e00\u6027\u539f\u7406\u548c\u5927\u89c4\u6a21MD\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u9650\u5236\u5b9e\u65f6\u5927\u89c4\u6a21\u8026\u5408\u3002 \n- \u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u5f71\u54cd\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n- \u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u590d\u6742\uff0c\u9700\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u548c\u6a21\u578b\u63a5\u53e3\u4f18\u5316\u3002 \n\n---\n\n## \u4e94\u3001\u7efc\u5408\u8bc4\u4ef7\u4e0e\u5e94\u7528\u5efa\u8bae\n\n| \u6280\u672f/\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|---------------------------|--------------------------------------------------|--------------------------------------------------|------------------------------------------|\n| CFD\uff08FDM/FVM/FEM/SPH\uff09 | \u9ad8\u7cbe\u5ea6\uff0c\u652f\u6301\u590d\u6742\u6d41\u52a8\uff0c\u6db5\u76d6\u5c42\u6d41\u5230\u6e4d\u6d41 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u53c2\u6570\u8bbe\u5b9a\u590d\u6742\uff0c\u52a8\u6001\u8026\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u96be | \u8be6\u7ec6\u8bbe\u8ba1\u4e0e\u6027\u80fd\u8bc4\u4f30 |\n| \u6f5c\u5728\u6d41\u7406\u8bba | \u8ba1\u7b97\u5feb\uff0c\u6a21\u578b\u7b80\u6d01 | \u5ffd\u7565\u7c98\u6027\uff0c\u65e0\u6cd5\u6a21\u62df\u5206\u79bb\u548c\u6e4d\u6d41 | \u521d\u6b65\u8bbe\u8ba1\uff0c\u7406\u60f3\u6d41\u8fd1\u4f3c |\n| LES | \u6355\u6349\u6e4d\u6d41\u5927\u5c3a\u5ea6\u7ed3\u6784\uff0c\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u91cf\u5927\uff0c\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8 | \u590d\u6742\u6e4d\u6d41\u6a21\u62df |\n| DNS | \u6700\u7cbe\u786e\uff0c\u9002\u5408\u57fa\u7840\u7814\u7a76 | \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u6709\u9650 | \u6e4d\u6d41\u7814\u7a76\uff0c\u6a21\u578b\u9a8c\u8bc1 |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u578b | \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u63d0\u5347\u6cdb\u5316\u80fd\u529b | \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u6a21\u578b\u8bbe\u8ba1\u590d\u6742 | \u5b9e\u65f6\u9884\u6d4b\uff0c\u52a8\u6001\u8026\u5408\uff0c\u590d\u6742\u5de5\u51b5 |\n| \u591a\u76f8\u6d41/\u81ea\u7531\u8868\u9762\u6a21\u62df\uff08VOF/Level Set/LBM\uff09 | \u9002\u5408\u754c\u9762\u6355\u6349\u548c\u591a\u76f8\u6d41\uff0c\u7cbe\u786e\u6a21\u62df\u81ea\u7531\u8868\u9762\u6ce2\u6d6a | \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u5904\u7406\u96be | \u8239\u8236\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u6d41\u52a8\u6a21\u62df |\n| \u81ea\u7531\u80fd\u5efa\u6a21\uff08DFT/CALPHAD/EAM\uff09 | \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u6355\u6349\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b | \u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u76f8\u56fe\u8ba1\u7b97\u3001\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b |\n| \u7194\u70b9\u4e0e\u51dd\u56fa\u5efa\u6a21\uff08\u6210\u6838\u7406\u8bba/MD/\u70ed\u529b\u5b66\u5e73\u8861\uff09 | \u7269\u7406\u673a\u5236\u660e\u786e\uff0c\u80fd\u6355\u6349\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u5feb\u901f | \u53c2\u6570\u96be\u5b9a\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94 | \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u3001\u5de5\u827a\u4f18\u5316\u3001\u975e\u5e73\u8861\u76f8\u53d8\u6a21\u62df |\n| \u6bd4\u70ed\u5efa\u6a21\uff08\u7edf\u8ba1\u6a21\u578b/MD/\u7ecf\u9a8c\u62df\u5408\uff09 | \u7406\u8bba\u6e05\u6670\uff0c\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u548c\u975e\u5747\u5300\u6027\uff0c\u8ba1\u7b97\u7b80\u4fbf | \u9002\u7528\u6027\u6709\u9650\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3 | \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6750\u6599\u9009\u62e9 |\n\n---\n\n## \u516d\u3001\u7ed3\u8bba\n\n- \u5f53\u524d\u6d41\u4f53\u6a21\u62df\u6280\u672f\u5177\u5907\u8f83\u9ad8\u7cbe\u5ea6\u548c\u5e7f\u6cdb\u9002\u7528\u6027\uff0c\u4f46\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408\u53ca\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4ecd\u662f\u96be\u70b9\u3002 \n- \u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u6709\u671b\u7a81\u7834\u8ba1\u7b97\u74f6\u9888\uff0c\u5b9e\u73b0\u9ad8\u6548\u3001\u52a8\u6001\u3001\u7cbe\u51c6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u3002 \n- \u5f3a\u5316\u70ed\u529b\u5b66\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\uff0c\u7279\u522b\u662f\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u7684\u65f6\u7a7a\u53d8\u5316\u6355\u6349\uff0c\u662f\u63d0\u5347\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u771f\u5b9e\u6027\u7684\u5173\u952e\u3002 \n- \u5efa\u8bae\u7ed3\u5408CALPHAD\u6570\u636e\u5e93\u8fdb\u884c\u5feb\u901f\u5de5\u7a0b\u8ba1\u7b97\uff0c\u914d\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u6df1\u5165\u7814\u7a76\u5173\u952e\u6750\u6599\u4e0e\u5de5\u827a\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n\n---\n\n## \u4e03\u3001\u672a\u6765\u5c55\u671b\n\n- \u52a0\u5f3a\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u79ef\u7d2f\u548c\u6570\u636e\u5e93\u5efa\u8bbe\uff0c\u652f\u6301\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002 \n- \u4f18\u5316\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u63a5\u53e3\uff0c\u5b9e\u73b0\u9ad8\u6548\u4e00\u81f4\u7684\u53c2\u6570\u4f20\u9012\u3002 \n- \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u4e0e\u7269\u7406\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5de5\u4e1a\u5e94\u7528\u6210\u719f\u5ea6\u3002 \n- \u63a2\u7d22\u5b9e\u65f6\u8026\u5408\u6a21\u62df\u7cfb\u7edf\uff0c\u5b9e\u73b0\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u7cbe\u51c6\u63a7\u5236\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u62a5\u544a\u5b8c\u6bd5\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6280\u672f\u8c03\u7814\u62a5\u544a", + "content": "# \u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u8c03\u7814\u62a5\u544a\n\n## \u4e00\u3001\u5f15\u8a00\n\n\u8239\u8236\u5236\u9020\u8fc7\u7a0b\u4e2d\uff0c\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u662f\u8bbe\u8ba1\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u73af\u8282\u3002\u7279\u522b\u662f\u6d89\u53ca\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u53ca\u5176\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u8026\u5408\uff0c\u9762\u4e34\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u590d\u6742\u6027\u548c\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\u7684\u6311\u6218\u3002\u672c\u6587\u7cfb\u7edf\u8c03\u7814\u5f53\u524d\u4e3b\u6d41\u6280\u672f\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\uff0c\u63d0\u51fa\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6539\u8fdb\u65b9\u5411\u3002\n\n---\n\n## \u4e8c\u3001\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u4e0e\u65b9\u6cd5\n\n### 1. \u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u901a\u8fc7\u6570\u503c\u6c42\u89e3\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\uff0c\u91c7\u7528\u6709\u9650\u5dee\u5206\u6cd5\uff08FDM\uff09\u3001\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u3001\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u548c\u5149\u6ed1\u7c92\u5b50\u6d41\u4f53\u52a8\u529b\u5b66\uff08SPH\uff09\u7b49\u6570\u503c\u65b9\u6cd5\uff0c\u6a21\u62df\u590d\u6742\u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u52a8\u3002\n\n- **\u4f18\u70b9** \n - \u53ef\u5904\u7406\u590d\u6742\u6d41\u573a\uff0c\u5305\u62ec\u5c42\u6d41\u3001\u6e4d\u6d41\u53ca\u591a\u76f8\u6d41\u3002 \n - \u652f\u6301\u591a\u79cd\u6e4d\u6d41\u6a21\u578b\uff08k-\u03b5\u3001k-\u03c9\u3001LES\u3001DNS\uff09\uff0c\u6ee1\u8db3\u4e0d\u540c\u7cbe\u5ea6\u9700\u6c42\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u5c24\u5176\u9ad8\u5206\u8fa8\u7387\u548c\u9ad8\u96f7\u8bfa\u6570\u6d41\u52a8\u3002 \n - \u6a21\u578b\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u8bbe\u5b9a\u590d\u6742\u3002 \n - \u5bf9\u591a\u76f8\u6d41\u3001\u81ea\u7531\u8868\u9762\u6d41\u52a8\u53ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u5b58\u5728\u6311\u6218\u3002\n\n### 2. \u6f5c\u5728\u6d41\u7406\u8bba\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5047\u8bbe\u6d41\u4f53\u4e3a\u65e0\u65cb\u3001\u4e0d\u53ef\u538b\u7f29\u7406\u60f3\u6d41\u4f53\uff0c\u7b80\u5316\u65b9\u7a0b\u7528\u4e8e\u8239\u4f53\u5916\u5f62\u6d41\u573a\u5feb\u901f\u8bc4\u4f30\u3002\n\n- **\u4f18\u70b9** \n - \u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u6a21\u578b\u7b80\u6d01\uff0c\u9002\u7528\u4e8e\u521d\u6b65\u8bbe\u8ba1\u3002 \n\n- **\u7f3a\u70b9** \n - \u5ffd\u7565\u7c98\u6027\u6548\u5e94\uff0c\u65e0\u6cd5\u6a21\u62df\u8fb9\u754c\u5c42\u3001\u5206\u79bb\u548c\u6e4d\u6d41\u3002 \n\n### 3. \u5927\u6da1\u6a21\u62df\uff08LES\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6da1\u65cb\uff0c\u5c0f\u5c3a\u5ea6\u6da1\u65cb\u91c7\u7528\u6a21\u578b\u5904\u7406\uff0c\u4ecb\u4e8eRANS\u548cDNS\u4e4b\u95f4\u3002\n\n- **\u4f18\u70b9** \n - \u80fd\u8f83\u771f\u5b9e\u53cd\u6620\u6e4d\u6d41\u7ed3\u6784\u548c\u77ac\u6001\u7279\u5f81\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u91cf\u5927\uff0c\u5bf9\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8\u3002 \n\n### 4. \u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u65e0\u6e4d\u6d41\u6a21\u578b\uff0c\u76f4\u63a5\u6c42\u89e3\u5168\u5c3a\u5ea6\u6e4d\u6d41\u3002\n\n- **\u4f18\u70b9** \n - \u6700\u7cbe\u786e\uff0c\u9002\u7528\u4e8e\u57fa\u7840\u7814\u7a76\u548c\u6a21\u578b\u9a8c\u8bc1\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u53d7\u9650\u3002 \n\n### 5. \u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\u7684\u6570\u503c\u6a21\u578b\uff08\u673a\u5668\u5b66\u4e60\u8f85\u52a9\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5229\u7528\u5b9e\u9a8c\u548c\u9ad8\u4fdd\u771f\u6a21\u62df\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u884c\u4e3a\u5feb\u901f\u9884\u6d4b\u3002\n\n- **\u4f18\u70b9** \n - \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002 \n - \u53ef\u8865\u5145\u4f20\u7edf\u6a21\u578b\u4e0d\u8db3\uff0c\u63d0\u5347\u7cbe\u5ea6\u3002 \n - \u5728\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4e2d\u5c55\u73b0\u5de8\u5927\u6f5c\u529b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u3002 \n - \u6cdb\u5316\u80fd\u529b\u6709\u9650\uff0c\u9700\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u3002 \n\n### 6. \u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u6a21\u62df\u65b9\u6cd5\n\n- **\u5178\u578b\u65b9\u6cd5** \n VOF\u3001Level Set\u3001Lattice Boltzmann Method\uff08LBM\uff09\u7b49\u3002\n\n- **\u4f18\u70b9** \n - \u7cbe\u786e\u6355\u6349\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u754c\u9762\u3002 \n - LBM\u9002\u5408\u590d\u6742\u8fb9\u754c\u548c\u5fae\u89c2\u6d41\u52a8\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u6355\u6349\u6280\u672f\u8981\u6c42\u9ad8\u3002 \n\n---\n\n## \u4e09\u3001\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\n\n### 1. \u81ea\u7531\u80fd\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT+\u7edf\u8ba1\u529b\u5b66\uff09 \n - CALPHAD\u534a\u7ecf\u9a8c\u70ed\u529b\u5b66\u6a21\u578b \n - \u52bf\u51fd\u6570\u6a21\u578b\uff08EAM\uff09\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n - CALPHAD\u8986\u76d6\u591a\u5408\u91d1\u4f53\u7cfb\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8\u3002 \n - \u52bf\u51fd\u6570\u6a21\u578b\u9002\u5408\u5927\u89c4\u6a21\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u96be\u4ee5\u5904\u7406\u5927\u5c3a\u5ea6\u548c\u52a8\u6001\u8fc7\u7a0b\u3002 \n - CALPHAD\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u53cd\u6620\u975e\u5e73\u8861\u6001\u3002 \n - \u52bf\u51fd\u6570\u7ecf\u9a8c\u6027\u5f3a\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002 \n\n### 2. \u7194\u70b9\u4e0e\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7ecf\u5178\u6210\u6838\u7406\u8bba \n - \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df \n - \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\uff08CALPHAD\uff09 \n\n- **\u4f18\u70b9** \n - \u6210\u6838\u7406\u8bba\u63ed\u793a\u5fae\u89c2\u673a\u5236\u3002 \n - MD\u6355\u6349\u975e\u5e73\u8861\u52a8\u529b\u5b66\u3002 \n - CALPHAD\u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5de5\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u6210\u6838\u53c2\u6570\u96be\u5b9a\u3002 \n - MD\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\u3002 \n - \u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94\u3002 \n\n### 3. \u6bd4\u70ed\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08Debye\u3001Einstein\uff09 \n - MD\u70ed\u529b\u5b66\u79ef\u5206\u6cd5 \n - \u7ecf\u9a8c\u62df\u5408 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u6e05\u6670\uff0c\u9002\u5408\u56fa\u6001\u548c\u8fd1\u7a33\u6001\u6db2\u6001\u3002 \n - MD\u6355\u6349\u590d\u6742\u52a8\u529b\u5b66\u3002 \n - \u7ecf\u9a8c\u6cd5\u5feb\u901f\u7b80\u4fbf\u3002 \n\n- **\u7f3a\u70b9** \n - \u7edf\u8ba1\u6a21\u578b\u6db2\u6001\u9002\u7528\u6027\u6709\u9650\u3002 \n - MD\u8ba1\u7b97\u6210\u672c\u9ad8\u3002 \n - \u7ecf\u9a8c\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u5dee\u3002 \n\n### 4. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\n\n- **\u65b9\u6cd5** \n - \u57fa\u4e8eDFT\u3001MD\u53ca\u5b9e\u9a8c\u6570\u636e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u3001Gaussian Process\u7b49\u6a21\u578b\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n\n- **\u4f18\u70b9** \n - \u5feb\u901f\u9884\u6d4b\uff0c\u9002\u5408\u5b9e\u65f6\u8026\u5408\u3002 \n - \u63d0\u5347\u6cdb\u5316\u80fd\u529b\uff0c\u652f\u6301\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\u3002 \n - \u6a21\u578b\u8bbe\u8ba1\u590d\u6742\uff0c\u5de5\u4e1a\u5e94\u7528\u5c1a\u9700\u63a8\u5e7f\u3002 \n\n---\n\n## \u56db\u3001\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6280\u672f\u65b9\u6848\n\n### 1. \u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6\n\n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u548cCALPHAD\uff0c\u8986\u76d6\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u52a8\u529b\u5b66\u53ca\u5b8f\u89c2\u70ed\u529b\u5b66\u3002 \n- \u5229\u7528MD\u6a21\u62df\u6355\u6349\u975e\u5e73\u8861\u76f8\u53d8\u52a8\u529b\u5b66\uff0c\u5c06\u52a8\u6001\u70ed\u529b\u5b66\u53c2\u6570\u53cd\u9988\u81f3CFD\uff0c\u5b9e\u73b0\u7d27\u5bc6\u8026\u5408\u3002 \n- \u91c7\u7528LES\u7b49\u9ad8\u7cbe\u5ea6\u6e4d\u6d41\u6a21\u578b\u63d0\u5347\u6d41\u52a8\u52a8\u6001\u54cd\u5e94\u3002 \n\n### 2. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u4e0e\u52a8\u6001\u66f4\u65b0\u3002 \n- \u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u53ca\u9002\u5e94\u590d\u6742\u5de5\u51b5\u80fd\u529b\u3002 \n\n### 3. \u8ba1\u7b97\u8d44\u6e90\u4e0e\u5e94\u7528\u6311\u6218\n\n- \u7b2c\u4e00\u6027\u539f\u7406\u548c\u5927\u89c4\u6a21MD\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u9650\u5236\u5b9e\u65f6\u5927\u89c4\u6a21\u8026\u5408\u3002 \n- \u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u5f71\u54cd\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n- \u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u590d\u6742\uff0c\u9700\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u548c\u6a21\u578b\u63a5\u53e3\u4f18\u5316\u3002 \n\n---\n\n## \u4e94\u3001\u7efc\u5408\u8bc4\u4ef7\u4e0e\u5e94\u7528\u5efa\u8bae\n\n| \u6280\u672f/\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|---------------------------|--------------------------------------------------|--------------------------------------------------|------------------------------------------|\n| CFD\uff08FDM/FVM/FEM/SPH\uff09 | \u9ad8\u7cbe\u5ea6\uff0c\u652f\u6301\u590d\u6742\u6d41\u52a8\uff0c\u6db5\u76d6\u5c42\u6d41\u5230\u6e4d\u6d41 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u53c2\u6570\u8bbe\u5b9a\u590d\u6742\uff0c\u52a8\u6001\u8026\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u96be | \u8be6\u7ec6\u8bbe\u8ba1\u4e0e\u6027\u80fd\u8bc4\u4f30 |\n| \u6f5c\u5728\u6d41\u7406\u8bba | \u8ba1\u7b97\u5feb\uff0c\u6a21\u578b\u7b80\u6d01 | \u5ffd\u7565\u7c98\u6027\uff0c\u65e0\u6cd5\u6a21\u62df\u5206\u79bb\u548c\u6e4d\u6d41 | \u521d\u6b65\u8bbe\u8ba1\uff0c\u7406\u60f3\u6d41\u8fd1\u4f3c |\n| LES | \u6355\u6349\u6e4d\u6d41\u5927\u5c3a\u5ea6\u7ed3\u6784\uff0c\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u91cf\u5927\uff0c\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8 | \u590d\u6742\u6e4d\u6d41\u6a21\u62df |\n| DNS | \u6700\u7cbe\u786e\uff0c\u9002\u5408\u57fa\u7840\u7814\u7a76 | \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u6709\u9650 | \u6e4d\u6d41\u7814\u7a76\uff0c\u6a21\u578b\u9a8c\u8bc1 |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u578b | \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u63d0\u5347\u6cdb\u5316\u80fd\u529b | \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u6a21\u578b\u8bbe\u8ba1\u590d\u6742 | \u5b9e\u65f6\u9884\u6d4b\uff0c\u52a8\u6001\u8026\u5408\uff0c\u590d\u6742\u5de5\u51b5 |\n| \u591a\u76f8\u6d41/\u81ea\u7531\u8868\u9762\u6a21\u62df\uff08VOF/Level Set/LBM\uff09 | \u9002\u5408\u754c\u9762\u6355\u6349\u548c\u591a\u76f8\u6d41\uff0c\u7cbe\u786e\u6a21\u62df\u81ea\u7531\u8868\u9762\u6ce2\u6d6a | \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u5904\u7406\u96be | \u8239\u8236\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u6d41\u52a8\u6a21\u62df |\n| \u81ea\u7531\u80fd\u5efa\u6a21\uff08DFT/CALPHAD/EAM\uff09 | \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u6355\u6349\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b | \u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u76f8\u56fe\u8ba1\u7b97\u3001\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b |\n| \u7194\u70b9\u4e0e\u51dd\u56fa\u5efa\u6a21\uff08\u6210\u6838\u7406\u8bba/MD/\u70ed\u529b\u5b66\u5e73\u8861\uff09 | \u7269\u7406\u673a\u5236\u660e\u786e\uff0c\u80fd\u6355\u6349\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u5feb\u901f | \u53c2\u6570\u96be\u5b9a\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94 | \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u3001\u5de5\u827a\u4f18\u5316\u3001\u975e\u5e73\u8861\u76f8\u53d8\u6a21\u62df |\n| \u6bd4\u70ed\u5efa\u6a21\uff08\u7edf\u8ba1\u6a21\u578b/MD/\u7ecf\u9a8c\u62df\u5408\uff09 | \u7406\u8bba\u6e05\u6670\uff0c\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u548c\u975e\u5747\u5300\u6027\uff0c\u8ba1\u7b97\u7b80\u4fbf | \u9002\u7528\u6027\u6709\u9650\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3 | \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6750\u6599\u9009\u62e9 |\n\n---\n\n## \u516d\u3001\u7ed3\u8bba\n\n- \u5f53\u524d\u6d41\u4f53\u6a21\u62df\u6280\u672f\u5177\u5907\u8f83\u9ad8\u7cbe\u5ea6\u548c\u5e7f\u6cdb\u9002\u7528\u6027\uff0c\u4f46\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408\u53ca\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4ecd\u662f\u96be\u70b9\u3002 \n- \u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u6709\u671b\u7a81\u7834\u8ba1\u7b97\u74f6\u9888\uff0c\u5b9e\u73b0\u9ad8\u6548\u3001\u52a8\u6001\u3001\u7cbe\u51c6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u3002 \n- \u5f3a\u5316\u70ed\u529b\u5b66\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\uff0c\u7279\u522b\u662f\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u7684\u65f6\u7a7a\u53d8\u5316\u6355\u6349\uff0c\u662f\u63d0\u5347\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u771f\u5b9e\u6027\u7684\u5173\u952e\u3002 \n- \u5efa\u8bae\u7ed3\u5408CALPHAD\u6570\u636e\u5e93\u8fdb\u884c\u5feb\u901f\u5de5\u7a0b\u8ba1\u7b97\uff0c\u914d\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u6df1\u5165\u7814\u7a76\u5173\u952e\u6750\u6599\u4e0e\u5de5\u827a\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n\n---\n\n## \u4e03\u3001\u672a\u6765\u5c55\u671b\n\n- \u52a0\u5f3a\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u79ef\u7d2f\u548c\u6570\u636e\u5e93\u5efa\u8bbe\uff0c\u652f\u6301\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002 \n- \u4f18\u5316\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u63a5\u53e3\uff0c\u5b9e\u73b0\u9ad8\u6548\u4e00\u81f4\u7684\u53c2\u6570\u4f20\u9012\u3002 \n- \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u4e0e\u7269\u7406\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5de5\u4e1a\u5e94\u7528\u6210\u719f\u5ea6\u3002 \n- \u63a2\u7d22\u5b9e\u65f6\u8026\u5408\u6a21\u62df\u7cfb\u7edf\uff0c\u5b9e\u73b0\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u7cbe\u51c6\u63a7\u5236\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u62a5\u544a\u5b8c\u6bd5\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6570\u636e\u6536\u96c6\u4e0e\u9884\u5904\u7406", + "InputName_List": [], + "OutputName": "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6536\u96c6\u65b9\u6848\uff0c\u5305\u62ec\u5b9e\u9a8c\u6d4b\u91cf\u548c\u6570\u503c\u6a21\u62df\u65b9\u6cd5\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u4e3a\u4e86\u6709\u6548\u6536\u96c6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u5efa\u8bae\u91c7\u7528\u4ee5\u4e0b\u7efc\u5408\u65b9\u6848\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u548c\u6570\u503c\u6a21\u62df\u4e24\u5927\u65b9\u6cd5\uff1a\n\n\u4e00\u3001\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6cd5 \n1. \u6c34\u6c60\u8bd5\u9a8c\uff08\u62d6\u66f3\u8bd5\u9a8c\uff09 \n- \u5728\u6c34\u6c60\u4e2d\u4f7f\u7528\u6bd4\u4f8b\u7f29\u5c3a\u6a21\u578b\u8fdb\u884c\u62d6\u66f3\u8bd5\u9a8c\uff0c\u6d4b\u91cf\u963b\u529b\u3001\u6ce2\u6d6a\u751f\u6210\u3001\u6d41\u573a\u5206\u5e03\u7b49\u6570\u636e\u3002 \n- \u901a\u8fc7\u7c92\u5b50\u56fe\u50cf\u6d4b\u901f\uff08PIV\uff09\u6280\u672f\u83b7\u53d6\u8239\u4f53\u5468\u56f4\u7684\u901f\u5ea6\u573a\u548c\u6da1\u6d41\u7ed3\u6784\u3002 \n- \u4f7f\u7528\u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u76d1\u6d4b\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3002 \n\n2. \u98ce\u6d1e\u8bd5\u9a8c\uff08\u9488\u5bf9\u8239\u8236\u4e0a\u90e8\u7ed3\u6784\u7684\u7a7a\u6c14\u52a8\u529b\u5b66\uff09 \n- \u6a21\u62df\u98ce\u8f7d\u8377\uff0c\u6d4b\u91cf\u98ce\u538b\u5206\u5e03\u53ca\u5176\u5bf9\u8239\u4f53\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\u3002 \n\n3. \u73b0\u573a\u6d4b\u91cf \n- \u5229\u7528\u5b89\u88c5\u5728\u5b9e\u9645\u8239\u8236\u4e0a\u7684\u6d41\u901f\u8ba1\u3001\u538b\u529b\u4f20\u611f\u5668\u548c\u52a0\u901f\u5ea6\u8ba1\uff0c\u6536\u96c6\u771f\u5b9e\u822a\u884c\u72b6\u6001\u4e0b\u7684\u6d41\u4f53\u52a8\u529b\u6570\u636e\u3002 \n- \u7ed3\u5408GPS\u548c\u60ef\u6027\u6d4b\u91cf\u5355\u5143\uff08IMU\uff09\u83b7\u53d6\u8239\u8236\u8fd0\u52a8\u53c2\u6570\u3002 \n\n\u4e8c\u3001\u6570\u503c\u6a21\u62df\u65b9\u6cd5 \n1. \u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff09\u6a21\u62df \n- \u5229\u7528RANS\uff08\u96f7\u8bfa\u5e73\u5747\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\uff09\u65b9\u7a0b\u8fdb\u884c\u7a33\u6001\u548c\u975e\u7a33\u6001\u6d41\u573a\u6a21\u62df\u3002 \n- \u91c7\u7528\u5927\u6da1\u6a21\u62df\uff08LES\uff09\u6216\u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff09\u6355\u6349\u590d\u6742\u6e4d\u6d41\u7ed3\u6784\u3002 \n- \u5efa\u7acb\u591a\u76f8\u6d41\u6a21\u578b\uff0c\u6a21\u62df\u6c14\u6ce1\u3001\u6ce1\u6cab\u53ca\u6c34\u6c14\u754c\u9762\u6548\u5e94\u3002 \n\n2. \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df \n- \u7ed3\u5408\u6d41\u56fa\u8026\u5408\uff08FSI\uff09\u6a21\u62df\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u8003\u8651\u8239\u4f53\u632f\u52a8\u5bf9\u6d41\u573a\u7684\u53cd\u9988\u5f71\u54cd\u3002 \n\n\u4e09\u3001\u6570\u636e\u91c7\u96c6\u4e0e\u7ba1\u7406 \n- \u7edf\u4e00\u6570\u636e\u683c\u5f0f\uff0c\u786e\u4fdd\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u7684\u517c\u5bb9\u6027\u3002 \n- \u5efa\u7acb\u6570\u636e\u5e93\uff0c\u65b9\u4fbf\u540e\u7eed\u6570\u636e\u6e05\u6d17\u3001\u9884\u5904\u7406\u548c\u5206\u6790\u3002 \n\n\u7efc\u4e0a\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u7684\u771f\u5b9e\u6027\u548c\u6570\u503c\u6a21\u62df\u7684\u7075\u6d3b\u6027\uff0c\u80fd\u591f\u5168\u9762\u3001\u51c6\u786e\u5730\u83b7\u53d6\u8239\u8236\u5236\u9020\u76f8\u5173\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u4e3a\u540e\u7eed\u4f18\u5316\u8bbe\u8ba1\u548c\u6027\u80fd\u63d0\u5347\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6d41\u4f53\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u7194\u3001\u51dd\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d89\u53ca\u7684\u6d41\u4f53\u91d1\u5c5e\uff08\u5982\u8239\u4f53\u6750\u6599\u7194\u878d\u8fc7\u7a0b\u4e2d\u7684\u6db2\u6001\u91d1\u5c5e\uff09\u53c2\u6570\u5efa\u6a21\uff0c\u53ef\u4ee5\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u6784\u5efa\u7406\u8bba\u6a21\u578b\uff0c\u8f85\u52a9\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u9884\u5904\u7406\u548c\u540e\u7eed\u6a21\u62df\u4f18\u5316\uff1a\n\n\u4e00\u3001\u81ea\u7531\u80fd\u6a21\u578b\u6784\u5efa \n1. \u4f53\u7cfb\u63cf\u8ff0\uff1a\u5c06\u6db2\u6001\u91d1\u5c5e\u89c6\u4e3a\u7531\u539f\u5b50\u6216\u79bb\u5b50\u7ec4\u6210\u7684\u591a\u4f53\u7cfb\u7edf\uff0c\u91c7\u7528\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u63cf\u8ff0\u5176\u5fae\u89c2\u6001\u5206\u5e03\u3002 \n2. \u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff1a\u81ea\u7531\u80fdF\u53ef\u5199\u4e3aF = U - TS\uff0c\u5176\u4e2dU\u4e3a\u5185\u80fd\uff0cT\u4e3a\u6e29\u5ea6\uff0cS\u4e3a\u71b5\u3002 \n3. \u5185\u80fdU\u6a21\u578b\uff1a\u57fa\u4e8e\u52bf\u80fd\u51fd\u6570\uff08\u5982\u5d4c\u5165\u5f0f\u539f\u5b50\u6a21\u578bEAM\u6216\u7d27\u675f\u7f1a\u6a21\u578b\uff09\u8ba1\u7b97\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u80fd\uff0c\u7ed3\u5408\u70ed\u632f\u52a8\u8d21\u732e\u3002 \n4. \u71b5S\u6a21\u578b\uff1a\u91c7\u7528\u632f\u52a8\u81ea\u7531\u5ea6\u3001\u7535\u5b50\u81ea\u7531\u5ea6\u548c\u7ed3\u6784\u65e0\u5e8f\u5ea6\uff08\u5982\u6db2\u6001\u77ed\u7a0b\u6709\u5e8f\uff09\u8d21\u732e\u7684\u7edf\u8ba1\u63cf\u8ff0\uff0c\u5229\u7528\u914d\u5206\u51fd\u6570\u8ba1\u7b97\u71b5\u3002 \n5. \u6e29\u5ea6\u4f9d\u8d56\u6027\uff1a\u901a\u8fc7\u6e29\u5ea6\u626b\u63cf\u8ba1\u7b97\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u786e\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u7a33\u5b9a\u6027\u533a\u95f4\u548c\u76f8\u53d8\u70b9\u3002\n\n\u4e8c\u3001\u7194\u70b9\u548c\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21 \n1. \u76f8\u5e73\u8861\u6761\u4ef6\uff1a\u5229\u7528\u81ea\u7531\u80fd\u6700\u5c0f\u539f\u7406\uff0c\u786e\u5b9a\u56fa\u6001\u548c\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u4ea4\u53c9\u70b9\uff0c\u5bf9\u5e94\u7194\u70b9\u6e29\u5ea6\u3002 \n2. \u8fc7\u51b7\u548c\u8fc7\u70ed\u6548\u5e94\uff1a\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u4fee\u6b63\u9879\uff0c\u63cf\u8ff0\u5b9e\u9645\u7194\u5316\u548c\u51dd\u56fa\u8fc7\u7a0b\u4e2d\u7684\u52a8\u529b\u5b66\u6ede\u540e\u3002 \n3. \u7edf\u8ba1\u529b\u5b66\u6a21\u62df\uff1a\u901a\u8fc7\u8499\u7279\u5361\u6d1b\u6216\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\uff0c\u8ba1\u7b97\u7194\u5316\u6f5c\u70ed\u548c\u76f8\u53d8\u70ed\u3002\n\n\u4e09\u3001\u6bd4\u70ed\u5bb9\u8ba1\u7b97 \n1. \u5b9a\u4e49\uff1a\u6bd4\u70ed\u5bb9Cp = (\u2202H/\u2202T)p\uff0c\u5176\u4e2dH\u4e3a\u7113\u3002 \n2. \u7113H\u6a21\u578b\uff1a\u7113H = U + pV\uff0c\u5185\u80fdU\u7531\u5fae\u89c2\u52bf\u80fd\u548c\u70ed\u6fc0\u53d1\u8d21\u732e\u7ec4\u6210\uff0c\u4f53\u79efV\u968f\u6e29\u5ea6\u53d8\u5316\u3002 \n3. \u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff1a\u5229\u7528\u80fd\u91cf\u6da8\u843d\u5173\u7cfb\uff0cCp = (\u3008E\u00b2\u3009 - \u3008E\u3009\u00b2)/(kBT\u00b2)\uff0c\u901a\u8fc7\u6a21\u62df\u83b7\u5f97\u80fd\u91cf\u5206\u5e03\u7edf\u8ba1\u91cf\u3002 \n4. \u6db2\u6001\u91d1\u5c5e\u590d\u6742\u6027\uff1a\u8003\u8651\u7535\u5b50\u6bd4\u70ed\u548c\u58f0\u5b50\u6bd4\u70ed\u7684\u53e0\u52a0\u8d21\u732e\uff0c\u7279\u522b\u662f\u5728\u9ad8\u6e29\u4e0b\u7535\u5b50\u6fc0\u53d1\u663e\u8457\u3002\n\n\u56db\u3001\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u7684\u5e94\u7528 \n1. \u7406\u8bba\u6a21\u578b\u63d0\u4f9b\u6e29\u5ea6-\u81ea\u7531\u80fd-\u7113-\u6bd4\u70ed\u7684\u8fde\u7eed\u51fd\u6570\u5173\u7cfb\uff0c\u53ef\u7528\u4e8e\u63d2\u503c\u548c\u5916\u63a8\u5b9e\u9a8c\u53ca\u6a21\u62df\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u70b9\u3002 \n2. \u5229\u7528\u81ea\u7531\u80fd\u6a21\u578b\u5224\u65ad\u6570\u636e\u91c7\u96c6\u8fc7\u7a0b\u4e2d\u6db2\u6001\u91d1\u5c5e\u7684\u76f8\u6001\uff0c\u5254\u9664\u5f02\u5e38\u76f8\u6001\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002 \n3. \u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u6d41\u4f53\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u548c\u538b\u529b\u4e0b\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u8f85\u52a9\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u5408\u7406\u6821\u6b63\u3002 \n4. \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u6a21\u62df\u7ed3\u679c\uff0c\u63d0\u4f9b\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff0c\u4e30\u5bcc\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u7269\u7406\u89e3\u91ca\u3002\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u81ea\u7531\u80fd\u53ca\u76f8\u5173\u70ed\u529b\u5b66\u51fd\u6570\u5efa\u6a21\uff0c\u4e0d\u4ec5\u4e3a\u6db2\u6001\u91d1\u5c5e\u7684\u7269\u6027\u53c2\u6570\u63d0\u4f9b\u7406\u8bba\u57fa\u7840\uff0c\u4e5f\u4e3a\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\u63d0\u4f9b\u7269\u7406\u7ea6\u675f\u548c\u8f85\u52a9\u5de5\u5177\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u6a21\u62df\u51c6\u786e\u6027\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u83b7\u53d6\u6d41\u4f53\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u6d41\u7a0b\u548c\u7b97\u6cd5\uff0c\u652f\u6301\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d89\u53ca\u7684\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5177\u4f53\u6d41\u7a0b\u548c\u7b97\u6cd5\u8bbe\u8ba1\u5982\u4e0b\uff1a\n\n---\n\n## \u4e00\u3001\u6574\u4f53\u6d41\u7a0b\u8bbe\u8ba1\n\n1. **\u6a21\u578b\u6784\u5efa\u4e0e\u53c2\u6570\u521d\u59cb\u5316** \n - \u9009\u62e9\u9002\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u52bf\u80fd\u6a21\u578b\uff08\u5982\u5d4c\u5165\u5f0f\u539f\u5b50\u6a21\u578b EAM\uff09\uff0c\u6784\u5efa\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u52bf\u80fd\u51fd\u6570\u3002 \n - \u8bbe\u5b9a\u6e29\u5ea6\u3001\u538b\u529b\u7b49\u5b8f\u89c2\u6761\u4ef6\u8303\u56f4\uff0c\u521d\u59cb\u5316\u7cfb\u7edf\u7ed3\u6784\uff08\u539f\u5b50\u5750\u6807\u3001\u5bc6\u5ea6\u7b49\uff09\u3002\n\n2. **\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df** \n - \u5229\u7528\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u4f53\u7cfb\uff0c\u91c7\u96c6\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u539f\u5b50\u8fd0\u52a8\u8f68\u8ff9\u548c\u80fd\u91cf\u6570\u636e\u3002 \n - \u901a\u8fc7\u7b49\u6e29\u7b49\u538b\uff08NPT\uff09\u6216\u7b49\u6e29\u7b49\u5bb9\uff08NVT\uff09\u7cfb\u7efc\uff0c\u83b7\u5f97\u70ed\u529b\u5b66\u5e73\u8861\u6001\u6570\u636e\u3002\n\n3. **\u7edf\u8ba1\u529b\u5b66\u8ba1\u7b97** \n - \u8ba1\u7b97\u4f53\u7cfb\u7684\u5185\u80fd U\u3001\u538b\u529b P\u3001\u4f53\u79ef V \u7b49\u5b8f\u89c2\u7269\u7406\u91cf\u3002 \n - \u5229\u7528\u80fd\u91cf\u6da8\u843d\u5173\u7cfb\u8ba1\u7b97\u6bd4\u70ed\u5bb9 Cp\uff1a \n \\[\n C_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\] \n \u5176\u4e2d \\(E\\)\u4e3a\u4f53\u7cfb\u603b\u80fd\u91cf\uff0c\\(k_B\\)\u4e3a\u73bb\u5c14\u5179\u66fc\u5e38\u6570\uff0c\\(T\\)\u4e3a\u6e29\u5ea6\u3002\n\n4. **\u81ea\u7531\u80fd\u8ba1\u7b97\u4e0e\u76f8\u53d8\u5224\u522b** \n - \u91c7\u7528\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u70ed\u529b\u5b66\u79ef\u5206\u6cd5TI\uff09\u8ba1\u7b97\u81ea\u7531\u80fd F(T)\uff1a \n \\[\n F(T) = F(T_0) + \\int_{T_0}^T \\left\\langle \\frac{\\partial U}{\\partial T} \\right\\rangle dT\n \\] \n - \u901a\u8fc7\u6bd4\u8f83\u6db2\u6001\u548c\u56fa\u6001\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u786e\u5b9a\u7194\u70b9\u53ca\u76f8\u53d8\u6e29\u5ea6\u533a\u95f4\u3002\n\n5. **\u6570\u636e\u62df\u5408\u4e0e\u51fd\u6570\u6784\u5efa** \n - \u5bf9\u6a21\u62df\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08U\u3001F\u3001Cp\u7b49\uff09\u8fdb\u884c\u66f2\u7ebf\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u7684\u6e29\u5ea6\u4f9d\u8d56\u51fd\u6570\u3002 \n - \u5229\u7528\u62df\u5408\u51fd\u6570\u5bf9\u5b9e\u9a8c\u548cCFD\u6a21\u62df\u6570\u636e\u4e2d\u7f3a\u5931\u6216\u5f02\u5e38\u70b9\u8fdb\u884c\u63d2\u503c\u548c\u4fee\u6b63\u3002\n\n6. **\u8f85\u52a9\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406** \n - \u5229\u7528\u81ea\u7531\u80fd\u6a21\u578b\u5224\u65ad\u6570\u636e\u5bf9\u5e94\u7684\u7269\u76f8\uff0c\u5254\u9664\u4e0d\u7b26\u5408\u6db2\u6001\u91d1\u5c5e\u76f8\u6001\u7684\u5f02\u5e38\u6570\u636e\u3002 \n - \u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u6d41\u4f53\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u538b\u529b\u4e0b\u7684\u7269\u6027\u53c2\u6570\uff0c\u6821\u6b63\u5b9e\u9a8c\u6d4b\u91cf\u8bef\u5dee\u3002 \n - \u8f93\u51fa\u4e00\u81f4\u6027\u9ad8\u3001\u7269\u7406\u5408\u7406\u7684\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u4f9b\u540e\u7eedCFD\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u4f7f\u7528\u3002\n\n---\n\n## \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u4e0e\u6280\u672f\u7ec6\u8282\n\n### 1. \u52bf\u80fd\u6a21\u578b\u9009\u62e9\u4e0e\u53c2\u6570\u5316 \n- \u91c7\u7528EAM\u52bf\u80fd\u51fd\u6570\uff0c\u5f62\u5f0f\u4e3a\uff1a \n \\[\n U = \\sum_i F_i(\\rho_i) + \\frac{1}{2} \\sum_{i \\neq j} \\phi_{ij}(r_{ij})\n \\] \n \u5176\u4e2d\uff0c\\(F_i\\)\u4e3a\u5d4c\u5165\u51fd\u6570\uff0c\\(\\rho_i\\)\u4e3a\u5c40\u90e8\u7535\u5b50\u5bc6\u5ea6\uff0c\\(\\phi_{ij}\\)\u4e3a\u4e24\u4f53\u76f8\u4e92\u4f5c\u7528\u52bf\uff0c\\(r_{ij}\\)\u4e3a\u539f\u5b50\u95f4\u8ddd\u3002\n\n### 2. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6d41\u7a0b \n- \u65f6\u95f4\u6b65\u957f\u9009\u62e9\uff1a\u5178\u578b1 fs\uff0c\u4fdd\u8bc1\u80fd\u91cf\u5b88\u6052\u4e0e\u6570\u503c\u7a33\u5b9a\u3002 \n- \u70ed\u6d74\u8026\u5408\uff1a\u91c7\u7528Nos\u00e9-Hoover\u70ed\u6d74\u63a7\u5236\u6e29\u5ea6\u3002 \n- \u538b\u529b\u63a7\u5236\uff1a\u91c7\u7528Parrinello-Rahman\u538b\u529b\u8026\u5408\u7ef4\u6301\u4f53\u7cfb\u4f53\u79ef\u6216\u538b\u529b\u3002\n\n### 3. \u70ed\u529b\u5b66\u79ef\u5206\u8ba1\u7b97\u81ea\u7531\u80fd \n- \u9009\u5b9a\u53c2\u8003\u6001\uff08\u5982\u4f4e\u6e29\u56fa\u6001\uff09\uff0c\u8ba1\u7b97\u53c2\u8003\u81ea\u7531\u80fd \\(F(T_0)\\)\u3002 \n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u8f68\u8ff9\u6570\u636e\uff0c\u8ba1\u7b97\u6e29\u5ea6\u68af\u5ea6\u4e0b\u5185\u80fd\u53d8\u5316\uff0c\u8fdb\u884c\u6570\u503c\u79ef\u5206\u3002 \n- \u91c7\u7528\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u68af\u5f62\u6cd5\u6216Simpson\u6cd5\uff09\u5b9e\u73b0\u79ef\u5206\u8ba1\u7b97\u3002\n\n### 4. \u80fd\u91cf\u6da8\u843d\u6bd4\u70ed\u5bb9\u8ba1\u7b97 \n- \u7edf\u8ba1\u80fd\u91cf\u8f68\u8ff9\uff0c\u8ba1\u7b97\u80fd\u91cf\u5747\u503c \\(\\langle E \\rangle\\) \u548c\u5747\u65b9 \\(\\langle E^2 \\rangle\\)\u3002 \n- \u901a\u8fc7\u80fd\u91cf\u6da8\u843d\u516c\u5f0f\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff0c\u53cd\u6620\u4f53\u7cfb\u70ed\u54cd\u5e94\u7279\u6027\u3002\n\n### 5. \u6570\u636e\u62df\u5408\u4e0e\u5f02\u5e38\u68c0\u6d4b \n- \u91c7\u7528\u591a\u9879\u5f0f\u62df\u5408\u3001\u6837\u6761\u63d2\u503c\u6216\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff08\u5982\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff09\u6784\u5efa\u53c2\u6570\u51fd\u6570\u3002 \n- \u5229\u7528\u62df\u5408\u51fd\u6570\u4e0e\u539f\u59cb\u6570\u636e\u504f\u5dee\uff0c\u7ed3\u5408\u81ea\u7531\u80fd\u76f8\u6001\u5224\u65ad\u5254\u9664\u5f02\u5e38\u70b9\u3002 \n- \u5bf9\u7f3a\u5931\u6570\u636e\u70b9\u8fdb\u884c\u5408\u7406\u63d2\u503c\u8865\u5168\u3002\n\n---\n\n## \u4e09\u3001\u9884\u671f\u6210\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- **\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u7684\u6e29\u5ea6\u4f9d\u8d56\u70ed\u529b\u5b66\u53c2\u6570**\uff08\u81ea\u7531\u80fd\u3001\u5185\u80fd\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\uff0c\u4e3a\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u63d0\u4f9b\u7269\u7406\u7ea6\u675f\u3002 \n- **\u63d0\u4f9b\u76f8\u53d8\u6e29\u5ea6\u548c\u76f8\u6001\u5224\u522b\u4f9d\u636e**\uff0c\u8f85\u52a9\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6e05\u6d17\uff0c\u5254\u9664\u4e0d\u5408\u7406\u6570\u636e\u3002 \n- **\u5b9e\u73b0\u6570\u636e\u63d2\u503c\u4e0e\u6821\u6b63**\uff0c\u63d0\u5347\u5b9e\u9a8c\u548cCFD\u6a21\u62df\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002 \n- **\u589e\u5f3a\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u7269\u7406\u4e00\u81f4\u6027**\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u4ee3\u7801\u5b9e\u73b0\u793a\u4f8b\u6216\u6570\u503c\u6a21\u62df\u65b9\u6848\u7ec6\u8282\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u9884\u5904\u7406\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u79d1\u5b66\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u65b9\u6848\uff0c\u6574\u4f53\u79d1\u5b66\u6027\u5f3a\u4e14\u6d41\u7a0b\u5b8c\u6574\uff0c\u5177\u5907\u8f83\u9ad8\u7684\u53ef\u884c\u6027\uff0c\u5c24\u5176\u5728\u8f85\u52a9\u6570\u636e\u6e05\u6d17\u548c\u63d2\u503c\u65b9\u9762\u4ef7\u503c\u7a81\u51fa\u3002\u9488\u5bf9\u65b9\u6848\uff0c\u6211\u5efa\u8bae\uff1a\n\n1. **\u589e\u5f3a\u591a\u5c3a\u5ea6\u8026\u5408**\uff1a\u5efa\u8bae\u8fdb\u4e00\u6b65\u7ed3\u5408\u5b8f\u89c2CFD\u6a21\u62df\u4e0e\u5fae\u89c2\u5206\u5b50\u52a8\u529b\u5b66\u7ed3\u679c\uff0c\u5f62\u6210\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u6846\u67b6\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u5728\u4e0d\u540c\u5c3a\u5ea6\u4e0a\u7684\u4e00\u81f4\u6027\u548c\u51c6\u786e\u6027\u3002\n\n2. **\u5f02\u5e38\u6570\u636e\u81ea\u52a8\u8bc6\u522b**\uff1a\u5728\u5f02\u5e38\u68c0\u6d4b\u73af\u8282\uff0c\u53ef\u5f15\u5165\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u6a21\u578b\u5224\u522b\uff0c\u63d0\u9ad8\u5254\u9664\u5f02\u5e38\u6570\u636e\u7684\u81ea\u52a8\u5316\u548c\u9c81\u68d2\u6027\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002\n\n\u603b\u4f53\u65b9\u6848\u624e\u5b9e\uff0c\u9002\u5f53\u8865\u5145\u4e0a\u8ff0\u5185\u5bb9\u540e\uff0c\u5c06\u66f4\u597d\u652f\u6301\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u4f18\u5316\u4e0e\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u548c\u53c2\u6570\u9009\u62e9\uff0c\u63d0\u9ad8\u6570\u636e\u9884\u5904\u7406\u7684\u51c6\u786e\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u9488\u5bf9\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u548c\u53c2\u6570\u9009\u62e9\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u589e\u5f3a\u591a\u5c3a\u5ea6\u8026\u5408\u673a\u5236\uff0c\u7ed3\u5408\u5b8f\u89c2CFD\u4e0e\u5fae\u89c2\u5206\u5b50\u52a8\u529b\u5b66\u6570\u636e\u878d\u5408\uff1b\u540c\u65f6\u5f15\u5165\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u63d0\u9ad8\u6570\u636e\u9884\u5904\u7406\u7684\u81ea\u52a8\u5316\u548c\u9c81\u68d2\u6027\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6570\u636e\u6e05\u6d17\u4e0e\u63d2\u503c\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\n\n## Improved version of \u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\u548c\u53c2\u6570\u9009\u62e9\u4f18\u5316\u65b9\u6848\n\n\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u65b9\u6848\uff0c\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u53cd\u9988\uff0c\u4f18\u5316\u5982\u4e0b\uff1a\n\n---\n\n### \u4e00\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u5efa\u6a21\u6846\u67b6\n\n1. **\u5fae\u89c2\u5c3a\u5ea6\uff08\u5206\u5b50\u52a8\u529b\u5b66MD\u6a21\u62df\uff09** \n - \u5229\u7528\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u539f\u5b50\u8fd0\u52a8\uff0c\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u7684\u5185\u80fd\u3001\u538b\u529b\u3001\u4f53\u79ef\u3001\u80fd\u91cf\u6da8\u843d\u7b49\u6570\u636e\u3002 \n - \u91c7\u7528EAM\u52bf\u80fd\u6a21\u578b\uff0c\u786e\u4fdd\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002 \n - \u901a\u8fc7\u70ed\u529b\u5b66\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\uff0c\u7ed3\u5408\u80fd\u91cf\u6da8\u843d\u8ba1\u7b97\u6bd4\u70ed\u5bb9\u3002 \n - \u91c7\u96c6\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff08\u5982\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u5c40\u90e8\u6709\u5e8f\u53c2\u6570\uff09\uff0c\u4e3a\u5b8f\u89c2\u53c2\u6570\u63d0\u4f9b\u7269\u7406\u89e3\u91ca\u3002\n\n2. **\u4e2d\u89c2\u5c3a\u5ea6\uff08\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u4e0e\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff09** \n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u7406\u8bba\uff0c\u6784\u5efa\u6e29\u5ea6-\u81ea\u7531\u80fd-\u7113-\u6bd4\u70ed\u7684\u8fde\u7eed\u51fd\u6570\u5173\u7cfb\u3002 \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff08\u5982\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6a21\u62df\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u83b7\u5f97\u9ad8\u7cbe\u5ea6\u51fd\u6570\u8868\u8fbe\u5f0f\u3002 \n - \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u6570\u636e\u63d2\u503c\u3001\u7f3a\u5931\u6570\u636e\u9884\u6d4b\u53ca\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u3002\n\n3. **\u5b8f\u89c2\u5c3a\u5ea6\uff08CFD\u6a21\u62df\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u878d\u5408\uff09** \n - \u5c06\u5fae\u89c2\u53ca\u4e2d\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u4f5c\u4e3a\u8f93\u5165\uff0c\u4fee\u6b63CFD\u6a21\u62df\u4e2d\u7684\u7269\u6027\u53c2\u6570\uff08\u5982\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\u3002 \n - \u6784\u5efa\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u6846\u67b6\uff0c\u5b9e\u73b0MD\u4e0eCFD\u6570\u636e\u7684\u52a8\u6001\u8026\u5408\uff0c\u4fdd\u8bc1\u4e0d\u540c\u5c3a\u5ea6\u6570\u636e\u7684\u4e00\u81f4\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n - \u5229\u7528\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff08\u6d41\u56fa\u8026\u5408\u3001\u70ed-\u529b-\u6d41\u8026\u5408\uff09\u63d0\u5347\u8239\u8236\u5236\u9020\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u3002\n\n---\n\n### \u4e8c\u3001\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u6570\u636e\u81ea\u52a8\u8bc6\u522b\u4e0e\u5254\u9664\n\n1. **\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u8bbe\u8ba1** \n - \u5229\u7528\u70ed\u529b\u5b66\u6a21\u578b\u8ba1\u7b97\u7684\u81ea\u7531\u80fd\u53ca\u76f8\u6001\u5224\u522b\u7ed3\u679c\uff0c\u5b9a\u4e49\u6570\u636e\u5408\u7406\u6027\u9608\u503c\u3002 \n - \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u65b9\u6cd5\uff08\u5982\u5b64\u7acb\u68ee\u6797 Isolation Forest\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50 LOF\u3001\u81ea\u52a8\u7f16\u7801\u5668 AE\uff09\u5bf9\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u8fdb\u884c\u81ea\u52a8\u7b5b\u67e5\u3002 \n - \u7b97\u6cd5\u8f93\u5165\u5305\u62ec\u6e29\u5ea6\u3001\u538b\u529b\u3001\u80fd\u91cf\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u7b49\u591a\u7ef4\u7279\u5f81\uff0c\u7efc\u5408\u8bc4\u4f30\u6570\u636e\u70b9\u7684\u5f02\u5e38\u6982\u7387\u3002\n\n2. **\u7b97\u6cd5\u6d41\u7a0b** \n - \u9884\u5904\u7406\u6570\u636e\u6807\u51c6\u5316\uff0c\u8f93\u5165\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\uff08\u5982\u81ea\u7531\u80fd\u66f2\u7ebf\u7684\u5355\u8c03\u6027\u3001\u76f8\u53d8\u70b9\u9644\u8fd1\u7684\u7269\u7406\u8df3\u53d8\uff09\u8c03\u6574\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u589e\u5f3a\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u81ea\u52a8\u5254\u9664\u5f02\u5e38\u6570\u636e\u70b9\uff0c\u540c\u65f6\u6807\u8bb0\u6570\u636e\u7f3a\u5931\u533a\u57df\uff0c\u89e6\u53d1\u63d2\u503c\u8865\u5168\u673a\u5236\u3002\n\n3. **\u7ed3\u679c\u53cd\u9988\u4e0e\u8fed\u4ee3\u4f18\u5316** \n - \u5f02\u5e38\u68c0\u6d4b\u7ed3\u679c\u53cd\u9988\u81f3\u591a\u5c3a\u5ea6\u6a21\u578b\uff0c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u548c\u62df\u5408\u51fd\u6570\u3002 \n - \u7ed3\u5408\u4e13\u5bb6\u4eba\u5de5\u6821\u9a8c\uff0c\u9010\u6b65\u5b8c\u5584\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9c81\u68d2\u6027\u548c\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e09\u3001\u53c2\u6570\u9009\u62e9\u4e0e\u6a21\u578b\u4f18\u5316\n\n1. **\u52bf\u80fd\u6a21\u578b\u53c2\u6570** \n - \u9009\u7528\u6700\u65b0\u4f18\u5316\u7684\u5d4c\u5165\u5f0f\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u53c2\u6570\u96c6\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u5e38\u7528\u6db2\u6001\u91d1\u5c5e\u6750\u6599\uff08\u5982\u94c1\u57fa\u5408\u91d1\u3001\u94dd\u5408\u91d1\uff09\u8fdb\u884c\u4e13\u95e8\u6821\u51c6\u3002 \n - \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7ed3\u679c\uff0c\u4fee\u6b63\u52bf\u80fd\u51fd\u6570\u4e2d\u7684\u5d4c\u5165\u51fd\u6570\u548c\u4e24\u4f53\u52bf\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u62df\u7cbe\u5ea6\u3002\n\n2. **\u70ed\u529b\u5b66\u79ef\u5206\u4e0e\u6bd4\u70ed\u5bb9\u8ba1\u7b97** \n - \u4f18\u5316\u79ef\u5206\u8def\u5f84\u9009\u62e9\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\u63d0\u9ad8\u81ea\u7531\u80fd\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n - \u7ed3\u5408\u80fd\u91cf\u6da8\u843d\u7edf\u8ba1\uff0c\u5206\u79bb\u7535\u5b50\u548c\u58f0\u5b50\u8d21\u732e\uff0c\u51c6\u786e\u53cd\u6620\u9ad8\u6e29\u4e0b\u6db2\u6001\u91d1\u5c5e\u7684\u6bd4\u70ed\u5bb9\u53d8\u5316\u3002\n\n3. **\u673a\u5668\u5b66\u4e60\u6a21\u578b** \n - \u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u548c\u8d1d\u53f6\u65af\u4f18\u5316\u65b9\u6cd5\uff0c\u81ea\u52a8\u8c03\u8282\u56de\u5f52\u6a21\u578b\u8d85\u53c2\u6570\uff0c\u63d0\u5347\u62df\u5408\u6548\u679c\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08UQ\uff09\u6280\u672f\uff0c\u8bc4\u4f30\u6a21\u578b\u9884\u6d4b\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u4e2d\u7684\u98ce\u9669\u63a7\u5236\u3002\n\n---\n\n### \u56db\u3001\u8f85\u52a9\u6570\u636e\u9884\u5904\u7406\u5e94\u7528\n\n1. **\u6570\u636e\u63d2\u503c\u4e0e\u8865\u5168** \n - \u5229\u7528\u62df\u5408\u5f97\u5230\u7684\u8fde\u7eed\u6e29\u5ea6\u4f9d\u8d56\u51fd\u6570\uff0c\u5bf9\u5b9e\u9a8c\u548cCFD\u6a21\u62df\u6570\u636e\u4e2d\u7f3a\u5931\u6216\u5f02\u5e38\u533a\u57df\u8fdb\u884c\u63d2\u503c\u8865\u5168\u3002 \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u8865\u5168\u6570\u636e\u7684\u53ef\u4fe1\u5ea6\uff0c\u4f9b\u540e\u7eed\u6a21\u62df\u53c2\u8003\u3002\n\n2. **\u76f8\u6001\u5224\u522b\u4e0e\u5f02\u5e38\u5254\u9664** \n - \u901a\u8fc7\u81ea\u7531\u80fd\u6700\u5c0f\u539f\u7406\u786e\u5b9a\u6570\u636e\u5bf9\u5e94\u7684\u7269\u76f8\uff0c\u5254\u9664\u4e0d\u7b26\u5408\u6db2\u6001\u91d1\u5c5e\u76f8\u6001\u7684\u5f02\u5e38\u6570\u636e\u3002 \n - \u5229\u7528\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u81ea\u52a8\u8bc6\u522b\u6f5c\u5728\u5f02\u5e38\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u9ad8\u6548\u7387\u3002\n\n3. **\u70ed\u7269\u6027\u53c2\u6570\u6821\u6b63** \n - \u5229\u7528\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u4e0d\u540c\u6e29\u5ea6\u548c\u538b\u529b\u4e0b\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u6821\u6b63\u5b9e\u9a8c\u6d4b\u91cf\u548cCFD\u6a21\u62df\u8bef\u5dee\u3002 \n - \u4fdd\u8bc1\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u5728\u7269\u7406\u4e0a\u7684\u4e00\u81f4\u6027\u548c\u5408\u7406\u6027\uff0c\u63d0\u5347\u540e\u7eed\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u5ea6\u3002\n\n---\n\n### \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- **\u63d0\u5347\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\u7684\u81ea\u52a8\u5316\u7a0b\u5ea6\u548c\u51c6\u786e\u6027**\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u964d\u4f4e\u4e3b\u89c2\u8bef\u5dee\u548c\u5de5\u4f5c\u91cf\u3002 \n- **\u5b9e\u73b0\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\uff0c\u589e\u5f3a\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027**\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002 \n- **\u63d0\u9ad8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u7cbe\u5ea6\u548c\u8fde\u7eed\u6027**\uff0c\u652f\u6301CFD\u6a21\u62df\u4e2d\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u548c\u4f18\u5316\u3002 \n- **\u589e\u5f3a\u5f02\u5e38\u6570\u636e\u8bc6\u522b\u7684\u9c81\u68d2\u6027\u548c\u9002\u5e94\u6027**\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\uff0c\u4e3a\u540e\u7eed\u4f18\u5316\u8bbe\u8ba1\u548c\u6027\u80fd\u63d0\u5347\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6570\u636e\u4fdd\u969c\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u63d0\u4f9b\u8be5\u4f18\u5316\u65b9\u6848\u7684\u5177\u4f53\u6570\u503c\u6a21\u62df\u6d41\u7a0b\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u7ec6\u8282\u53ca\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\u793a\u4f8b\uff0c\u52a9\u529b\u9879\u76ee\u9ad8\u6548\u63a8\u8fdb\u3002\n\n---\n\n\u6b64\u4f18\u5316\u65b9\u6848\u7efc\u5408\u4e86\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u5f3a\u5316\u4e86\u591a\u5c3a\u5ea6\u8026\u5408\u548c\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u4e0e\u6570\u636e\u9884\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\uff0c\u6539\u8fdb\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\u6548\u679c\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u5404\u65b9\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u539f\u6709\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\u8fdb\u884c\u4e86\u7cfb\u7edf\u6539\u8fdb\uff0c\u91cd\u70b9\u5f3a\u5316\u591a\u5c3a\u5ea6\u8026\u5408\u673a\u5236\u548c\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\u7684\u81ea\u52a8\u5316\u3001\u51c6\u786e\u6027\u53ca\u7269\u7406\u4e00\u81f4\u6027\u3002\u4ee5\u4e0b\u4e3a\u6539\u8fdb\u540e\u7684\u5b8c\u6574\u65b9\u6848\u3002\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\u6539\u8fdb\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u6574\u4f53\u6d41\u7a0b\u8bbe\u8ba1\uff08\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u667a\u80fd\u9884\u5904\u7406\uff09\n\n1. **\u5fae\u89c2\u5c3a\u5ea6\uff08\u5206\u5b50\u52a8\u529b\u5b66MD\u6a21\u62df\uff09** \n - \u91c7\u7528\u4f18\u5316\u540e\u7684\u5d4c\u5165\u5f0f\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u52bf\u80fd\u51fd\u6570\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u5e38\u7528\u6db2\u6001\u91d1\u5c5e\u6750\u6599\uff08\u5982\u94c1\u57fa\u5408\u91d1\u3001\u94dd\u5408\u91d1\uff09\u53c2\u6570\u4e13\u95e8\u6821\u51c6\u3002 \n - \u901a\u8fc7NPT\u6216NVT\u7cfb\u7efc\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u91c7\u96c6\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u539f\u5b50\u8fd0\u52a8\u8f68\u8ff9\u3001\u80fd\u91cf\u3001\u538b\u529b\u3001\u4f53\u79ef\u7b49\u6570\u636e\u3002 \n - \u8ba1\u7b97\u80fd\u91cf\u6da8\u843d\uff0c\u83b7\u5f97\u6bd4\u70ed\u5bb9Cp\uff0c\u5229\u7528\u70ed\u529b\u5b66\u79ef\u5206\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fdF(T)\uff0c\u540c\u65f6\u91c7\u96c6\u5fae\u89c2\u7ed3\u6784\u6307\u6807\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u5c40\u90e8\u6709\u5e8f\u53c2\u6570\uff09\u8f85\u52a9\u5b8f\u89c2\u53c2\u6570\u89e3\u91ca\u3002\n\n2. **\u4e2d\u89c2\u5c3a\u5ea6\uff08\u7edf\u8ba1\u529b\u5b66\u5efa\u6a21\u4e0e\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff09** \n - \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u7406\u8bba\uff0c\u6784\u5efa\u6e29\u5ea6-\u81ea\u7531\u80fd-\u7113-\u6bd4\u70ed\u5bb9\u7684\u8fde\u7eed\u51fd\u6570\u5173\u7cfb\u3002 \n - \u91c7\u7528\u673a\u5668\u5b66\u4e60\u56de\u5f52\u6a21\u578b\uff08\u5982\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6a21\u62df\u7ed3\u679c\u8fdb\u884c\u62df\u5408\uff0c\u83b7\u5f97\u9ad8\u7cbe\u5ea6\u4e14\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u7684\u53c2\u6570\u51fd\u6570\u3002 \n - \u8be5\u6a21\u578b\u7528\u4e8e\u63d2\u503c\u7f3a\u5931\u6570\u636e\u3001\u9884\u6d4b\u5f02\u5e38\u533a\u57df\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u4e3a\u5b8f\u89c2\u5c3a\u5ea6\u63d0\u4f9b\u8fde\u7eed\u3001\u5e73\u6ed1\u7684\u7269\u6027\u8f93\u5165\u3002\n\n3. **\u5b8f\u89c2\u5c3a\u5ea6\uff08CFD\u6a21\u62df\u4e0e\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\uff09** \n - \u5c06\u4e2d\u89c2\u5c3a\u5ea6\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8f93\u5165CFD\u6a21\u62df\uff0c\u4fee\u6b63\u6d41\u4f53\u7269\u6027\u53c2\u6570\uff08\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\uff0c\u5b9e\u73b0\u7269\u7406\u53c2\u6570\u7684\u5b9e\u65f6\u66f4\u65b0\u3002 \n - \u6784\u5efa\u591a\u7269\u7406\u573a\u8026\u5408\u6846\u67b6\uff08\u6d41\u56fa\u8026\u5408\u3001\u70ed-\u529b-\u6d41\u8026\u5408\uff09\uff0c\u786e\u4fdd\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u5fae\u89c2\u70ed\u529b\u5b66\u72b6\u6001\u7684\u4e00\u81f4\u6027\u3002 \n - \u901a\u8fc7\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u7b97\u6cd5\uff0c\u52a8\u6001\u8c03\u6574\u6a21\u62df\u53c2\u6570\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u62df\u7cbe\u5ea6\u548c\u7a33\u5b9a\u6027\u3002\n\n4. **\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u4e0e\u6570\u636e\u6e05\u6d17** \n - \u5229\u7528\u81ea\u7531\u80fd\u66f2\u7ebf\u53ca\u76f8\u6001\u5224\u522b\uff0c\u5b9a\u4e49\u7269\u7406\u5408\u7406\u6027\u9608\u503c\uff0c\u521d\u6b65\u7b5b\u67e5\u6570\u636e\u5f02\u5e38\u3002 \n - \u5f15\u5165\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5b64\u7acb\u68ee\u6797Isolation Forest\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50LOF\u3001\u81ea\u52a8\u7f16\u7801\u5668AE\u7b49\uff09\uff0c\u7ed3\u5408\u6e29\u5ea6\u3001\u538b\u529b\u3001\u80fd\u91cf\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u7b49\u591a\u7ef4\u7279\u5f81\uff0c\u81ea\u52a8\u8bc6\u522b\u5b9e\u9a8c\u53ca\u6a21\u62df\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u70b9\u3002 \n - \u91c7\u7528\u7269\u7406\u7ea6\u675f\u8c03\u6574\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u63d0\u5347\u5224\u522b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u9c81\u68d2\u6027\u3002 \n - \u81ea\u52a8\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u6807\u8bb0\u7f3a\u5931\u533a\u57df\uff0c\u89e6\u53d1\u57fa\u4e8e\u62df\u5408\u51fd\u6570\u7684\u63d2\u503c\u8865\u5168\u673a\u5236\u3002\n\n5. **\u6570\u636e\u62df\u5408\u4e0e\u8865\u5168** \n - \u91c7\u7528\u591a\u9879\u5f0f\u62df\u5408\u3001\u6837\u6761\u63d2\u503c\u53ca\u673a\u5668\u5b66\u4e60\u56de\u5f52\u7ed3\u679c\uff0c\u6784\u5efa\u8fde\u7eed\u6e29\u5ea6\u4f9d\u8d56\u51fd\u6570\u3002 \n - \u5bf9\u7f3a\u5931\u6216\u5f02\u5e38\u5254\u9664\u540e\u7684\u6570\u636e\u533a\u57df\u8fdb\u884c\u63d2\u503c\u8865\u5168\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u6807\u6ce8\u6570\u636e\u7f6e\u4fe1\u5ea6\u3002 \n - \u8f93\u51fa\u7269\u7406\u4e00\u81f4\u3001\u8fde\u7eed\u5b8c\u6574\u7684\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u4f9b\u540e\u7eedCFD\u53ca\u591a\u7269\u7406\u573a\u6a21\u62df\u4f7f\u7528\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u4e0e\u6280\u672f\u7ec6\u8282\n\n#### 1. \u52bf\u80fd\u6a21\u578b\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df \n- EAM\u52bf\u80fd\u51fd\u6570\u5f62\u5f0f\uff1a \n \\[\n U = \\sum_i F_i(\\rho_i) + \\frac{1}{2} \\sum_{i \\neq j} \\phi_{ij}(r_{ij})\n \\] \n- \u65f6\u95f4\u6b65\u957f\u5178\u578b\u53d61 fs\uff0c\u91c7\u7528Nos\u00e9-Hoover\u70ed\u6d74\u548cParrinello-Rahman\u538b\u529b\u8026\u5408\u3002 \n- \u901a\u8fc7\u591a\u6e29\u5ea6\u70b9\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u3001\u4f53\u79ef\u3001\u538b\u529b\u8f68\u8ff9\u6570\u636e\u3002\n\n#### 2. \u70ed\u529b\u5b66\u79ef\u5206\u8ba1\u7b97\u81ea\u7531\u80fd \n- \u9009\u5b9a\u4f4e\u6e29\u56fa\u6001\u53c2\u8003\u6001\u8ba1\u7b97\u57fa\u51c6\u81ea\u7531\u80fd \\(F(T_0)\\)\u3002 \n- \u5229\u7528MD\u8f68\u8ff9\u6570\u636e\u8ba1\u7b97\u6e29\u5ea6\u68af\u5ea6\u5185\u80fd\u53d8\u5316\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\uff08\u68af\u5f62\u6cd5/Simpson\u6cd5\uff09\u5b8c\u6210\u81ea\u7531\u80fd\u79ef\u5206\u3002 \n\n#### 3. \u6bd4\u70ed\u5bb9\u8ba1\u7b97 \n- \u901a\u8fc7\u80fd\u91cf\u6da8\u843d\u5173\u7cfb\u8ba1\u7b97\uff1a \n \\[\n C_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n \\] \n- \u5206\u79bb\u7535\u5b50\u548c\u58f0\u5b50\u8d21\u732e\uff0c\u51c6\u786e\u53cd\u6620\u9ad8\u6e29\u4e0b\u70ed\u54cd\u5e94\u3002\n\n#### 4. \u673a\u5668\u5b66\u4e60\u56de\u5f52\u4e0e\u5f02\u5e38\u68c0\u6d4b \n- \u56de\u5f52\u6a21\u578b\u91c7\u7528\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u548c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08DNN\uff09\uff0c\u5b9e\u73b0\u53c2\u6570\u51fd\u6570\u62df\u5408\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5f02\u5e38\u68c0\u6d4b\u91c7\u7528\u5b64\u7acb\u68ee\u6797\uff08Isolation Forest\uff09\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50\uff08LOF\uff09\u548c\u81ea\u52a8\u7f16\u7801\u5668\uff08AE\uff09\u591a\u6a21\u578b\u878d\u5408\uff0c\u8f93\u5165\u7279\u5f81\u5305\u542b\u6e29\u5ea6\u3001\u538b\u529b\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u3001\u5185\u80fd\u7b49\u3002 \n- \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8c03\u8282\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u5254\u9664\u975e\u7269\u7406\u5408\u7406\u6570\u636e\u3002\n\n#### 5. \u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u6846\u67b6 \n- \u6784\u5efa\u57fa\u4e8e\u53c2\u6570\u4f20\u9012\u548c\u53cd\u9988\u673a\u5236\u7684\u8026\u5408\u7b97\u6cd5\uff0c\u5b9e\u73b0MD\u3001\u4e2d\u89c2\u6a21\u578b\u4e0eCFD\u6a21\u62df\u6570\u636e\u7684\u52a8\u6001\u4ea4\u4e92\u3002 \n- \u4fdd\u8bc1\u4e0d\u540c\u5c3a\u5ea6\u6570\u636e\u5728\u65f6\u95f4\u548c\u7a7a\u95f4\u4e0a\u7684\u4e00\u81f4\u6027\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u62df\u7684\u7269\u7406\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e09\u3001\u9884\u671f\u6210\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u83b7\u5f97\u8239\u8236\u5236\u9020\u6db2\u6001\u91d1\u5c5e\u5728\u5e7f\u6cdb\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u5185\u80fd\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\uff0c\u652f\u6301\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u7269\u7406\u7ea6\u675f\u3002 \n- \u5b9e\u73b0\u57fa\u4e8e\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u878d\u5408\uff0c\u589e\u5f3a\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u548c\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u81ea\u52a8\u8bc6\u522b\u5e76\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u9ad8\u6570\u636e\u6e05\u6d17\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002 \n- \u5b8c\u5584\u6570\u636e\u63d2\u503c\u548c\u8865\u5168\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u8fde\u7eed\u6027\u548c\u5b8c\u6574\u6027\uff0c\u652f\u6301\u540e\u7eedCFD\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u3002 \n- \u4e3a\u8239\u8236\u5236\u9020\u4e2d\u7684\u6d41\u4f53\u6a21\u62df\u548c\u5efa\u6a21\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u503c\u8ba1\u7b97\u57fa\u7840\u548c\u9ad8\u8d28\u91cf\u6570\u636e\u4fdd\u969c\u3002\n\n---\n\n### \u56db\u3001\u540e\u7eed\u652f\u6301\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\uff1a \n- \u5177\u4f53\u6570\u503c\u6a21\u62df\u6d41\u7a0b\u793a\u4f8b\u53ca\u4ee3\u7801\u6846\u67b6\u3002 \n- \u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3002 \n- \u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\u793a\u8303\u53ca\u6570\u636e\u878d\u5408\u7b56\u7565\u3002 \n\n\u52a9\u529b\u9879\u76ee\u9ad8\u6548\u63a8\u8fdb\uff0c\u786e\u4fdd\u8239\u8236\u5236\u9020\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u6539\u8fdb\u540e\u7684\u6570\u503c\u8ba1\u7b97\u6a21\u578b\u548c\u6a21\u62df\u7b97\u6cd5\u96c6\u6210\u4e86\u591a\u5c3a\u5ea6\u7269\u7406\u673a\u5236\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6e05\u6d17\u548c\u9884\u5904\u7406\u6548\u679c\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u7684\u4f18\u5316\u4e0e\u521b\u65b0\u53d1\u5c55\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5b8c\u6210\u8239\u8236\u5236\u9020\u76f8\u5173\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6536\u96c6\u3001\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u5f62\u6210\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u6700\u7ec8\u7248\u672c\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u8f6e\u8ba8\u8bba\u4e0e\u4f18\u5316\u5efa\u8bae\uff0c\u6211\u4eec\u5f62\u6210\u4e86\u4e00\u4e2a\u79d1\u5b66\u4e25\u8c28\u3001\u6280\u672f\u5148\u8fdb\u4e14\u9ad8\u5ea6\u96c6\u6210\u7684\u8239\u8236\u5236\u9020\u76f8\u5173\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u6536\u96c6\u3001\u6e05\u6d17\u548c\u9884\u5904\u7406\u65b9\u6848\u3002\u8be5\u65b9\u6848\u5145\u5206\u878d\u5408\u5b9e\u9a8c\u6d4b\u91cf\u3001\u6570\u503c\u6a21\u62df\u3001\u70ed\u529b\u5b66\u7edf\u8ba1\u5efa\u6a21\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u667a\u80fd\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u6280\u672f\uff0c\u786e\u4fdd\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u3001\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u540e\u7eed\u7684CFD\u6a21\u62df\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u4f18\u5316\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u662f\u6700\u7ec8\u6574\u5408\u5f62\u6210\u7684\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u5185\u5bb9\uff1a\n\n```\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\n\u4e00\u3001\u6570\u636e\u6536\u96c6\n\n1. \u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e \n- \u6c34\u6c60\u62d6\u66f3\u8bd5\u9a8c\u4e2d\uff0c\u901a\u8fc7\u7c92\u5b50\u56fe\u50cf\u6d4b\u901f\uff08PIV\uff09\u6280\u672f\u91c7\u96c6\u8239\u4f53\u5468\u56f4\u6d41\u573a\u901f\u5ea6\u4e0e\u6da1\u6d41\u7ed3\u6784\u6570\u636e\u3002 \n- \u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u83b7\u53d6\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3002 \n- \u98ce\u6d1e\u8bd5\u9a8c\u4e2d\u6d4b\u91cf\u8239\u8236\u4e0a\u90e8\u7ed3\u6784\u7684\u98ce\u538b\u5206\u5e03\u3002 \n- \u73b0\u573a\u5b89\u88c5\u6d41\u901f\u8ba1\u3001\u538b\u529b\u4f20\u611f\u5668\u548c\u52a0\u901f\u5ea6\u8ba1\uff0c\u7ed3\u5408GPS\u548cIMU\u91c7\u96c6\u771f\u5b9e\u822a\u884c\u72b6\u6001\u4e0b\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u3002\n\n2. \u6570\u503c\u6a21\u62df\u6570\u636e \n- \u5229\u7528CFD\u6a21\u62df\uff08RANS\u3001LES\u7b49\u65b9\u6cd5\uff09\u83b7\u5f97\u8239\u4f53\u5468\u56f4\u6d41\u573a\u7684\u538b\u529b\u3001\u901f\u5ea6\u3001\u6e4d\u6d41\u53c2\u6570\u7b49\u6570\u636e\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u83b7\u53d6\u6d41\u56fa\u8026\u5408\u4e0b\u7684\u7ed3\u6784\u54cd\u5e94\u6570\u636e\u3002 \n- \u91c7\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\uff0c\u91c7\u96c6\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u5185\u80fd\u3001\u538b\u529b\u3001\u4f53\u79ef\u3001\u80fd\u91cf\u6da8\u843d\u3001\u81ea\u7531\u80fd\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u3002\n\n\u4e8c\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\u6d41\u7a0b\n\n1. \u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408 \n- \u5fae\u89c2\u5c3a\u5ea6MD\u6a21\u62df\u6570\u636e\u901a\u8fc7EAM\u52bf\u80fd\u6a21\u578b\u8ba1\u7b97\uff0c\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\uff09\uff0c\u5e76\u91c7\u96c6\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u5c40\u90e8\u6709\u5e8f\u53c2\u6570\uff09\u3002 \n- \u4e2d\u89c2\u5c3a\u5ea6\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u7406\u8bba\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u6e29\u5ea6\u4f9d\u8d56\u7684\u70ed\u529b\u5b66\u53c2\u6570\u51fd\u6570\uff0c\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5b8f\u89c2\u5c3a\u5ea6\u5c06\u4e2d\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8f93\u5165CFD\u6a21\u62df\uff0c\u4fee\u6b63\u7269\u6027\u53c2\u6570\uff08\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\uff09\uff0c\u5b9e\u73b0\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u52a8\u6001\u6570\u636e\u878d\u5408\u3002\n\n2. \u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u4e0e\u5254\u9664 \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u66f2\u7ebf\u548c\u76f8\u6001\u5224\u522b\uff0c\u8bbe\u5b9a\u7269\u7406\u5408\u7406\u6027\u9608\u503c\uff0c\u521d\u6b65\u7b5b\u67e5\u5f02\u5e38\u6570\u636e\u3002 \n- \u91c7\u7528\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5b64\u7acb\u68ee\u6797Isolation Forest\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50LOF\u3001\u81ea\u52a8\u7f16\u7801\u5668AE\uff09\u5bf9\u591a\u7ef4\u7279\u5f81\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u3001\u5185\u80fd\u7b49\uff09\u8fdb\u884c\u81ea\u52a8\u5f02\u5e38\u8bc6\u522b\u3002 \n- \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8c03\u6574\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u4fdd\u8bc1\u5254\u9664\u7684\u5f02\u5e38\u6570\u636e\u7b26\u5408\u7269\u7406\u903b\u8f91\u3002 \n- \u81ea\u52a8\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6807\u8bb0\u7f3a\u5931\u6570\u636e\u533a\u57df\u3002\n\n3. \u6570\u636e\u63d2\u503c\u4e0e\u8865\u5168 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u56de\u5f52\u6a21\u578b\u62df\u5408\u7684\u8fde\u7eed\u51fd\u6570\u5bf9\u7f3a\u5931\u548c\u5f02\u5e38\u5254\u9664\u533a\u57df\u8fdb\u884c\u63d2\u503c\u8865\u5168\u3002 \n- \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u6807\u6ce8\u8865\u5168\u6570\u636e\u7684\u7f6e\u4fe1\u5ea6\uff0c\u4f9b\u540e\u7eed\u6a21\u62df\u53c2\u8003\u3002\n\n4. \u70ed\u7269\u6027\u53c2\u6570\u6821\u6b63 \n- \u5229\u7528\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u4e0d\u540c\u6e29\u5ea6\u548c\u538b\u529b\u4e0b\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u6821\u6b63\u5b9e\u9a8c\u6d4b\u91cf\u548cCFD\u6a21\u62df\u6570\u636e\u4e2d\u7684\u8bef\u5dee\u3002 \n- \u4fdd\u8bc1\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u5408\u7406\u6027\u3002\n\n\u4e09\u3001\u9884\u5904\u7406\u6570\u636e\u8f93\u51fa\u5185\u5bb9\n\n- \u7269\u7406\u4e00\u81f4\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u6570\u636e\uff0c\u5305\u542b\u6e05\u6d17\u5254\u9664\u5f02\u5e38\u70b9\u540e\u7684\u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u6570\u636e\u3002 \n- \u8239\u4f53\u5468\u56f4\u6d41\u573a\u901f\u5ea6\u573a\u548c\u6e4d\u6d41\u53c2\u6570\u6570\u636e\uff0c\u7ecf\u8fc7\u591a\u5c3a\u5ea6\u878d\u5408\u548c\u5f02\u5e38\u5254\u9664\u3002 \n- \u6e29\u5ea6\u4f9d\u8d56\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\uff09\u8fde\u7eed\u51fd\u6570\u53ca\u5176\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\u3002 \n- \u6807\u6ce8\u5f02\u5e38\u5254\u9664\u548c\u63d2\u503c\u8865\u5168\u533a\u57df\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u6240\u9700\u7684\u6821\u6b63\u7269\u6027\u53c2\u6570\u96c6\u3002\n\n\u56db\u3001\u9884\u5904\u7406\u6570\u636e\u8d28\u91cf\u4fdd\u8bc1\n\n- \u591a\u5c3a\u5ea6\u8026\u5408\u786e\u4fdd\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\uff0c\u63d0\u5347\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7ed3\u5408\u7269\u7406\u6a21\u578b\u7ea6\u675f\uff0c\u81ea\u52a8\u9ad8\u6548\u5254\u9664\u975e\u7269\u7406\u5408\u7406\u6570\u636e\uff0c\u964d\u4f4e\u4eba\u5de5\u5e72\u9884\u3002 \n- \u63d2\u503c\u8865\u5168\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u660e\u786e\u6570\u636e\u53ef\u4fe1\u5ea6\uff0c\u8f85\u52a9\u540e\u7eed\u6a21\u62df\u98ce\u9669\u63a7\u5236\u3002 \n- 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Forest\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50LOF\u3001\u81ea\u52a8\u7f16\u7801\u5668AE\uff09\u5bf9\u591a\u7ef4\u7279\u5f81\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u3001\u5185\u80fd\u7b49\uff09\u8fdb\u884c\u81ea\u52a8\u5f02\u5e38\u8bc6\u522b\u3002 \n- \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8c03\u6574\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u4fdd\u8bc1\u5254\u9664\u7684\u5f02\u5e38\u6570\u636e\u7b26\u5408\u7269\u7406\u903b\u8f91\u3002 \n- \u81ea\u52a8\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6807\u8bb0\u7f3a\u5931\u6570\u636e\u533a\u57df\u3002\n\n3. \u6570\u636e\u63d2\u503c\u4e0e\u8865\u5168 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u56de\u5f52\u6a21\u578b\u62df\u5408\u7684\u8fde\u7eed\u51fd\u6570\u5bf9\u7f3a\u5931\u548c\u5f02\u5e38\u5254\u9664\u533a\u57df\u8fdb\u884c\u63d2\u503c\u8865\u5168\u3002 \n- 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\u591a\u5c3a\u5ea6\u8026\u5408\u786e\u4fdd\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\uff0c\u63d0\u5347\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7ed3\u5408\u7269\u7406\u6a21\u578b\u7ea6\u675f\uff0c\u81ea\u52a8\u9ad8\u6548\u5254\u9664\u975e\u7269\u7406\u5408\u7406\u6570\u636e\uff0c\u964d\u4f4e\u4eba\u5de5\u5e72\u9884\u3002 \n- \u63d2\u503c\u8865\u5168\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u660e\u786e\u6570\u636e\u53ef\u4fe1\u5ea6\uff0c\u8f85\u52a9\u540e\u7eed\u6a21\u62df\u98ce\u9669\u63a7\u5236\u3002 \n- \u6301\u7eed\u53cd\u9988\u673a\u5236\u5b9e\u73b0\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\u7684\u8fed\u4ee3\u4f18\u5316\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u4e0e\u6a21\u62df\u7cbe\u5ea6\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u5177\u5907\u9ad8\u7269\u7406\u771f\u5b9e\u6027\u3001\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u80fd\u591f\u6709\u6548\u652f\u6301\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4f18\u5316\u9700\u6c42\uff0c\u63a8\u52a8\u8239\u8236\u8bbe\u8ba1\u6027\u80fd\u63d0\u5347\u548c\u5236\u9020\u5de5\u827a\u521b\u65b0\u3002" + }, + { + "\u6280\u672f\u8c03\u7814\u62a5\u544a": "# \u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u8c03\u7814\u62a5\u544a\n\n## \u4e00\u3001\u5f15\u8a00\n\n\u8239\u8236\u5236\u9020\u8fc7\u7a0b\u4e2d\uff0c\u6d41\u4f53\u6a21\u62df\u4e0e\u5efa\u6a21\u6280\u672f\u662f\u8bbe\u8ba1\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u73af\u8282\u3002\u7279\u522b\u662f\u6d89\u53ca\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u53ca\u5176\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u8026\u5408\uff0c\u9762\u4e34\u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u590d\u6742\u6027\u548c\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\u7684\u6311\u6218\u3002\u672c\u6587\u7cfb\u7edf\u8c03\u7814\u5f53\u524d\u4e3b\u6d41\u6280\u672f\uff0c\u8bc4\u4f30\u5176\u4f18\u7f3a\u70b9\uff0c\u63d0\u51fa\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6539\u8fdb\u65b9\u5411\u3002\n\n---\n\n## \u4e8c\u3001\u6d41\u4f53\u6a21\u62df\u4e3b\u6d41\u6280\u672f\u4e0e\u65b9\u6cd5\n\n### 1. \u8ba1\u7b97\u6d41\u4f53\u52a8\u529b\u5b66\uff08CFD\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u901a\u8fc7\u6570\u503c\u6c42\u89e3\u7eb3\u7ef4-\u65af\u6258\u514b\u65af\u65b9\u7a0b\uff0c\u91c7\u7528\u6709\u9650\u5dee\u5206\u6cd5\uff08FDM\uff09\u3001\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u3001\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u548c\u5149\u6ed1\u7c92\u5b50\u6d41\u4f53\u52a8\u529b\u5b66\uff08SPH\uff09\u7b49\u6570\u503c\u65b9\u6cd5\uff0c\u6a21\u62df\u590d\u6742\u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u52a8\u3002\n\n- **\u4f18\u70b9** \n - \u53ef\u5904\u7406\u590d\u6742\u6d41\u573a\uff0c\u5305\u62ec\u5c42\u6d41\u3001\u6e4d\u6d41\u53ca\u591a\u76f8\u6d41\u3002 \n - \u652f\u6301\u591a\u79cd\u6e4d\u6d41\u6a21\u578b\uff08k-\u03b5\u3001k-\u03c9\u3001LES\u3001DNS\uff09\uff0c\u6ee1\u8db3\u4e0d\u540c\u7cbe\u5ea6\u9700\u6c42\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u5c24\u5176\u9ad8\u5206\u8fa8\u7387\u548c\u9ad8\u96f7\u8bfa\u6570\u6d41\u52a8\u3002 \n - \u6a21\u578b\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\u8bbe\u5b9a\u590d\u6742\u3002 \n - \u5bf9\u591a\u76f8\u6d41\u3001\u81ea\u7531\u8868\u9762\u6d41\u52a8\u53ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u5b58\u5728\u6311\u6218\u3002\n\n### 2. \u6f5c\u5728\u6d41\u7406\u8bba\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5047\u8bbe\u6d41\u4f53\u4e3a\u65e0\u65cb\u3001\u4e0d\u53ef\u538b\u7f29\u7406\u60f3\u6d41\u4f53\uff0c\u7b80\u5316\u65b9\u7a0b\u7528\u4e8e\u8239\u4f53\u5916\u5f62\u6d41\u573a\u5feb\u901f\u8bc4\u4f30\u3002\n\n- **\u4f18\u70b9** \n - \u8ba1\u7b97\u901f\u5ea6\u5feb\uff0c\u6a21\u578b\u7b80\u6d01\uff0c\u9002\u7528\u4e8e\u521d\u6b65\u8bbe\u8ba1\u3002 \n\n- **\u7f3a\u70b9** \n - \u5ffd\u7565\u7c98\u6027\u6548\u5e94\uff0c\u65e0\u6cd5\u6a21\u62df\u8fb9\u754c\u5c42\u3001\u5206\u79bb\u548c\u6e4d\u6d41\u3002 \n\n### 3. \u5927\u6da1\u6a21\u62df\uff08LES\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u76f4\u63a5\u6a21\u62df\u5927\u5c3a\u5ea6\u6da1\u65cb\uff0c\u5c0f\u5c3a\u5ea6\u6da1\u65cb\u91c7\u7528\u6a21\u578b\u5904\u7406\uff0c\u4ecb\u4e8eRANS\u548cDNS\u4e4b\u95f4\u3002\n\n- **\u4f18\u70b9** \n - \u80fd\u8f83\u771f\u5b9e\u53cd\u6620\u6e4d\u6d41\u7ed3\u6784\u548c\u77ac\u6001\u7279\u5f81\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u91cf\u5927\uff0c\u5bf9\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8\u3002 \n\n### 4. \u76f4\u63a5\u6570\u503c\u6a21\u62df\uff08DNS\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u65e0\u6e4d\u6d41\u6a21\u578b\uff0c\u76f4\u63a5\u6c42\u89e3\u5168\u5c3a\u5ea6\u6e4d\u6d41\u3002\n\n- **\u4f18\u70b9** \n - \u6700\u7cbe\u786e\uff0c\u9002\u7528\u4e8e\u57fa\u7840\u7814\u7a76\u548c\u6a21\u578b\u9a8c\u8bc1\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u53d7\u9650\u3002 \n\n### 5. \u5b9e\u9a8c\u6570\u636e\u9a71\u52a8\u7684\u6570\u503c\u6a21\u578b\uff08\u673a\u5668\u5b66\u4e60\u8f85\u52a9\uff09\n\n- **\u65b9\u6cd5\u7b80\u4ecb** \n \u5229\u7528\u5b9e\u9a8c\u548c\u9ad8\u4fdd\u771f\u6a21\u62df\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u884c\u4e3a\u5feb\u901f\u9884\u6d4b\u3002\n\n- **\u4f18\u70b9** \n - \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002 \n - \u53ef\u8865\u5145\u4f20\u7edf\u6a21\u578b\u4e0d\u8db3\uff0c\u63d0\u5347\u7cbe\u5ea6\u3002 \n - \u5728\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4e2d\u5c55\u73b0\u5de8\u5927\u6f5c\u529b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u3002 \n - \u6cdb\u5316\u80fd\u529b\u6709\u9650\uff0c\u9700\u7ed3\u5408\u7269\u7406\u7ea6\u675f\u3002 \n\n### 6. \u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u6a21\u62df\u65b9\u6cd5\n\n- **\u5178\u578b\u65b9\u6cd5** \n VOF\u3001Level Set\u3001Lattice Boltzmann Method\uff08LBM\uff09\u7b49\u3002\n\n- **\u4f18\u70b9** \n - \u7cbe\u786e\u6355\u6349\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u754c\u9762\u3002 \n - LBM\u9002\u5408\u590d\u6742\u8fb9\u754c\u548c\u5fae\u89c2\u6d41\u52a8\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u6355\u6349\u6280\u672f\u8981\u6c42\u9ad8\u3002 \n\n---\n\n## \u4e09\u3001\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u5efa\u6a21\u65b9\u6cd5\n\n### 1. \u81ea\u7531\u80fd\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7b2c\u4e00\u6027\u539f\u7406\uff08DFT+\u7edf\u8ba1\u529b\u5b66\uff09 \n - CALPHAD\u534a\u7ecf\u9a8c\u70ed\u529b\u5b66\u6a21\u578b \n - \u52bf\u51fd\u6570\u6a21\u578b\uff08EAM\uff09\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n - CALPHAD\u8986\u76d6\u591a\u5408\u91d1\u4f53\u7cfb\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8\u3002 \n - \u52bf\u51fd\u6570\u6a21\u578b\u9002\u5408\u5927\u89c4\u6a21\u6a21\u62df\u3002 \n\n- **\u7f3a\u70b9** \n - \u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u5927\uff0c\u96be\u4ee5\u5904\u7406\u5927\u5c3a\u5ea6\u548c\u52a8\u6001\u8fc7\u7a0b\u3002 \n - CALPHAD\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u53cd\u6620\u975e\u5e73\u8861\u6001\u3002 \n - \u52bf\u51fd\u6570\u7ecf\u9a8c\u6027\u5f3a\uff0c\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002 \n\n### 2. \u7194\u70b9\u4e0e\u51dd\u56fa\u8fc7\u7a0b\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7ecf\u5178\u6210\u6838\u7406\u8bba \n - \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df \n - \u70ed\u529b\u5b66\u5e73\u8861\u6a21\u578b\uff08CALPHAD\uff09 \n\n- **\u4f18\u70b9** \n - \u6210\u6838\u7406\u8bba\u63ed\u793a\u5fae\u89c2\u673a\u5236\u3002 \n - MD\u6355\u6349\u975e\u5e73\u8861\u52a8\u529b\u5b66\u3002 \n - CALPHAD\u8ba1\u7b97\u5feb\u901f\uff0c\u9002\u5408\u5de5\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u6210\u6838\u53c2\u6570\u96be\u5b9a\u3002 \n - MD\u8ba1\u7b97\u91cf\u5927\uff0c\u65f6\u95f4\u5c3a\u5ea6\u6709\u9650\u3002 \n - \u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94\u3002 \n\n### 3. \u6bd4\u70ed\u5efa\u6a21\n\n- **\u65b9\u6cd5** \n - \u7edf\u8ba1\u529b\u5b66\u632f\u52a8\u6a21\u578b\uff08Debye\u3001Einstein\uff09 \n - MD\u70ed\u529b\u5b66\u79ef\u5206\u6cd5 \n - \u7ecf\u9a8c\u62df\u5408 \n\n- **\u4f18\u70b9** \n - \u7406\u8bba\u6e05\u6670\uff0c\u9002\u5408\u56fa\u6001\u548c\u8fd1\u7a33\u6001\u6db2\u6001\u3002 \n - MD\u6355\u6349\u590d\u6742\u52a8\u529b\u5b66\u3002 \n - \u7ecf\u9a8c\u6cd5\u5feb\u901f\u7b80\u4fbf\u3002 \n\n- **\u7f3a\u70b9** \n - \u7edf\u8ba1\u6a21\u578b\u6db2\u6001\u9002\u7528\u6027\u6709\u9650\u3002 \n - MD\u8ba1\u7b97\u6210\u672c\u9ad8\u3002 \n - \u7ecf\u9a8c\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u5dee\u3002 \n\n### 4. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\n\n- **\u65b9\u6cd5** \n - \u57fa\u4e8eDFT\u3001MD\u53ca\u5b9e\u9a8c\u6570\u636e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u3001Gaussian Process\u7b49\u6a21\u578b\u3002 \n - \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n\n- **\u4f18\u70b9** \n - \u5feb\u901f\u9884\u6d4b\uff0c\u9002\u5408\u5b9e\u65f6\u8026\u5408\u3002 \n - \u63d0\u5347\u6cdb\u5316\u80fd\u529b\uff0c\u652f\u6301\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b\u3002 \n\n- **\u7f3a\u70b9** \n - \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\u3002 \n - \u6a21\u578b\u8bbe\u8ba1\u590d\u6742\uff0c\u5de5\u4e1a\u5e94\u7528\u5c1a\u9700\u63a8\u5e7f\u3002 \n\n---\n\n## \u56db\u3001\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u4e0e\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6280\u672f\u65b9\u6848\n\n### 1. \u591a\u5c3a\u5ea6\u8026\u5408\u6846\u67b6\n\n- \u7ed3\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u548cCALPHAD\uff0c\u8986\u76d6\u7535\u5b50\u7ed3\u6784\u3001\u539f\u5b50\u52a8\u529b\u5b66\u53ca\u5b8f\u89c2\u70ed\u529b\u5b66\u3002 \n- \u5229\u7528MD\u6a21\u62df\u6355\u6349\u975e\u5e73\u8861\u76f8\u53d8\u52a8\u529b\u5b66\uff0c\u5c06\u52a8\u6001\u70ed\u529b\u5b66\u53c2\u6570\u53cd\u9988\u81f3CFD\uff0c\u5b9e\u73b0\u7d27\u5bc6\u8026\u5408\u3002 \n- \u91c7\u7528LES\u7b49\u9ad8\u7cbe\u5ea6\u6e4d\u6d41\u6a21\u578b\u63d0\u5347\u6d41\u52a8\u52a8\u6001\u54cd\u5e94\u3002 \n\n### 2. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u4e0e\u52a8\u6001\u66f4\u65b0\u3002 \n- \u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u53ca\u9002\u5e94\u590d\u6742\u5de5\u51b5\u80fd\u529b\u3002 \n\n### 3. \u8ba1\u7b97\u8d44\u6e90\u4e0e\u5e94\u7528\u6311\u6218\n\n- \u7b2c\u4e00\u6027\u539f\u7406\u548c\u5927\u89c4\u6a21MD\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u9650\u5236\u5b9e\u65f6\u5927\u89c4\u6a21\u8026\u5408\u3002 \n- \u52bf\u51fd\u6570\u548c\u6570\u636e\u5e93\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u5f71\u54cd\u65b0\u6750\u6599\u9884\u6d4b\u3002 \n- \u52a8\u6001\u975e\u5e73\u8861\u8fc7\u7a0b\u63cf\u8ff0\u590d\u6742\uff0c\u9700\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u548c\u6a21\u578b\u63a5\u53e3\u4f18\u5316\u3002 \n\n---\n\n## \u4e94\u3001\u7efc\u5408\u8bc4\u4ef7\u4e0e\u5e94\u7528\u5efa\u8bae\n\n| \u6280\u672f/\u65b9\u6cd5 | \u4f18\u70b9 | \u7f3a\u70b9 | \u9002\u7528\u573a\u666f |\n|---------------------------|--------------------------------------------------|--------------------------------------------------|------------------------------------------|\n| CFD\uff08FDM/FVM/FEM/SPH\uff09 | \u9ad8\u7cbe\u5ea6\uff0c\u652f\u6301\u590d\u6742\u6d41\u52a8\uff0c\u6db5\u76d6\u5c42\u6d41\u5230\u6e4d\u6d41 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u53c2\u6570\u8bbe\u5b9a\u590d\u6742\uff0c\u52a8\u6001\u8026\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u96be | \u8be6\u7ec6\u8bbe\u8ba1\u4e0e\u6027\u80fd\u8bc4\u4f30 |\n| \u6f5c\u5728\u6d41\u7406\u8bba | \u8ba1\u7b97\u5feb\uff0c\u6a21\u578b\u7b80\u6d01 | \u5ffd\u7565\u7c98\u6027\uff0c\u65e0\u6cd5\u6a21\u62df\u5206\u79bb\u548c\u6e4d\u6d41 | \u521d\u6b65\u8bbe\u8ba1\uff0c\u7406\u60f3\u6d41\u8fd1\u4f3c |\n| LES | \u6355\u6349\u6e4d\u6d41\u5927\u5c3a\u5ea6\u7ed3\u6784\uff0c\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u91cf\u5927\uff0c\u7f51\u683c\u548c\u65f6\u95f4\u6b65\u957f\u8981\u6c42\u9ad8 | \u590d\u6742\u6e4d\u6d41\u6a21\u62df |\n| DNS | \u6700\u7cbe\u786e\uff0c\u9002\u5408\u57fa\u7840\u7814\u7a76 | \u8ba1\u7b97\u8d44\u6e90\u6781\u5927\uff0c\u5de5\u7a0b\u5e94\u7528\u6709\u9650 | \u6e4d\u6d41\u7814\u7a76\uff0c\u6a21\u578b\u9a8c\u8bc1 |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u578b | \u9884\u6d4b\u8fc5\u901f\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u63d0\u5347\u6cdb\u5316\u80fd\u529b | \u4f9d\u8d56\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u6a21\u578b\u8bbe\u8ba1\u590d\u6742 | \u5b9e\u65f6\u9884\u6d4b\uff0c\u52a8\u6001\u8026\u5408\uff0c\u590d\u6742\u5de5\u51b5 |\n| \u591a\u76f8\u6d41/\u81ea\u7531\u8868\u9762\u6a21\u62df\uff08VOF/Level Set/LBM\uff09 | \u9002\u5408\u754c\u9762\u6355\u6349\u548c\u591a\u76f8\u6d41\uff0c\u7cbe\u786e\u6a21\u62df\u81ea\u7531\u8868\u9762\u6ce2\u6d6a | \u8ba1\u7b97\u590d\u6742\uff0c\u754c\u9762\u5904\u7406\u96be | \u8239\u8236\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u3001\u591a\u76f8\u6d41\u52a8\u6a21\u62df |\n| \u81ea\u7531\u80fd\u5efa\u6a21\uff08DFT/CALPHAD/EAM\uff09 | \u7406\u8bba\u57fa\u7840\u624e\u5b9e\uff0c\u9002\u5408\u65b0\u6750\u6599\u9884\u6d4b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u7cbe\u5ea6\u9ad8 | \u8ba1\u7b97\u8d44\u6e90\u5927\uff0c\u4f9d\u8d56\u5b9e\u9a8c\u6570\u636e\uff0c\u96be\u6355\u6349\u975e\u5e73\u8861\u52a8\u6001\u8fc7\u7a0b | \u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u76f8\u56fe\u8ba1\u7b97\u3001\u70ed\u529b\u5b66\u6027\u8d28\u9884\u6d4b |\n| \u7194\u70b9\u4e0e\u51dd\u56fa\u5efa\u6a21\uff08\u6210\u6838\u7406\u8bba/MD/\u70ed\u529b\u5b66\u5e73\u8861\uff09 | \u7269\u7406\u673a\u5236\u660e\u786e\uff0c\u80fd\u6355\u6349\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u5feb\u901f | \u53c2\u6570\u96be\u5b9a\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u5e73\u8861\u6a21\u578b\u5ffd\u7565\u975e\u5e73\u8861\u6548\u5e94 | \u51dd\u56fa\u8fc7\u7a0b\u5206\u6790\u3001\u5de5\u827a\u4f18\u5316\u3001\u975e\u5e73\u8861\u76f8\u53d8\u6a21\u62df |\n| \u6bd4\u70ed\u5efa\u6a21\uff08\u7edf\u8ba1\u6a21\u578b/MD/\u7ecf\u9a8c\u62df\u5408\uff09 | \u7406\u8bba\u6e05\u6670\uff0c\u80fd\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u548c\u975e\u5747\u5300\u6027\uff0c\u8ba1\u7b97\u7b80\u4fbf | \u9002\u7528\u6027\u6709\u9650\uff0c\u8ba1\u7b97\u6210\u672c\u9ad8\uff0c\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3 | \u70ed\u529b\u5b66\u6027\u8d28\u8bc4\u4f30\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u6750\u6599\u9009\u62e9 |\n\n---\n\n## \u516d\u3001\u7ed3\u8bba\n\n- \u5f53\u524d\u6d41\u4f53\u6a21\u62df\u6280\u672f\u5177\u5907\u8f83\u9ad8\u7cbe\u5ea6\u548c\u5e7f\u6cdb\u9002\u7528\u6027\uff0c\u4f46\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408\u53ca\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u4ecd\u662f\u96be\u70b9\u3002 \n- \u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u6709\u671b\u7a81\u7834\u8ba1\u7b97\u74f6\u9888\uff0c\u5b9e\u73b0\u9ad8\u6548\u3001\u52a8\u6001\u3001\u7cbe\u51c6\u7684\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u3002 \n- \u5f3a\u5316\u70ed\u529b\u5b66\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\uff0c\u7279\u522b\u662f\u975e\u5e73\u8861\u76f8\u53d8\u8fc7\u7a0b\u7684\u65f6\u7a7a\u53d8\u5316\u6355\u6349\uff0c\u662f\u63d0\u5347\u8239\u8236\u5236\u9020\u6d41\u4f53\u6a21\u62df\u771f\u5b9e\u6027\u7684\u5173\u952e\u3002 \n- \u5efa\u8bae\u7ed3\u5408CALPHAD\u6570\u636e\u5e93\u8fdb\u884c\u5feb\u901f\u5de5\u7a0b\u8ba1\u7b97\uff0c\u914d\u5408\u7b2c\u4e00\u6027\u539f\u7406\u548cMD\u6df1\u5165\u7814\u7a76\u5173\u952e\u6750\u6599\u4e0e\u5de5\u827a\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n\n---\n\n## \u4e03\u3001\u672a\u6765\u5c55\u671b\n\n- \u52a0\u5f3a\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u79ef\u7d2f\u548c\u6570\u636e\u5e93\u5efa\u8bbe\uff0c\u652f\u6301\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002 \n- \u4f18\u5316\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u6a21\u578b\u63a5\u53e3\uff0c\u5b9e\u73b0\u9ad8\u6548\u4e00\u81f4\u7684\u53c2\u6570\u4f20\u9012\u3002 \n- \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u4e0e\u7269\u7406\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5de5\u4e1a\u5e94\u7528\u6210\u719f\u5ea6\u3002 \n- \u63a2\u7d22\u5b9e\u65f6\u8026\u5408\u6a21\u62df\u7cfb\u7edf\uff0c\u5b9e\u73b0\u8239\u8236\u5236\u9020\u4e2d\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u7cbe\u51c6\u63a7\u5236\u4e0e\u4f18\u5316\u3002\n\n---\n\n\u62a5\u544a\u5b8c\u6bd5\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u7406\u8bba\u6846\u67b6\u548c\u5173\u952e\u53c2\u6570\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u53ca\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u7ed3\u5408\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u9700\u6c42\uff0c\u63d0\u51fa\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u7406\u8bba\u6846\u67b6\u548c\u5173\u952e\u53c2\u6570\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u7406\u8bba\u6846\u67b6\n\n1. \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u6846\u67b6 \n- \u5fae\u89c2\u5c3a\u5ea6\uff1a\u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\uff09\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u51fd\u6570\uff0c\u7ed3\u5408EAM\u52bf\u80fd\u6a21\u578b\uff0c\u6355\u6349\u5fae\u89c2\u7ed3\u6784\u548c\u975e\u5e73\u8861\u6001\u7279\u5f81\u3002 \n- \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u548c\u673a\u5668\u5b66\u4e60\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u6e29\u5ea6\u4f9d\u8d56\u7684\u70ed\u529b\u5b66\u53c2\u6570\u51fd\u6570\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5b8f\u89c2\u5c3a\u5ea6\uff1a\u5c06\u4e2d\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8f93\u5165CFD\u6a21\u62df\uff0c\u4fee\u6b63\u6d41\u4f53\u7269\u6027\u53c2\u6570\uff08\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\uff09\uff0c\u5b9e\u73b0\u6d41\u56fa\u8026\u5408\u548c\u591a\u7269\u7406\u573a\u8026\u5408\uff0c\u6a21\u62df\u8239\u4f53\u5468\u56f4\u6d41\u573a\u7684\u538b\u529b\u3001\u901f\u5ea6\u548c\u6e4d\u6d41\u7ed3\u6784\u3002\n\n2. \u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u9009\u62e9 \n- \u91c7\u7528RANS\u4e0eLES\u76f8\u7ed3\u5408\u7684\u6e4d\u6d41\u6a21\u578b\u4f53\u7cfb\uff1a \n - RANS\u7528\u4e8e\u6574\u4f53\u6d41\u573a\u7684\u7a33\u6001\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\uff1b \n - LES\u7528\u4e8e\u5173\u952e\u533a\u57df\uff08\u5982\u8239\u4f53\u540e\u6d41\u5206\u79bb\u533a\u3001\u6da1\u6d41\u5f3a\u70c8\u533a\uff09\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u8fb9\u754c\u6761\u4ef6\u91c7\u7528\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u548c\u5b9e\u9a8c\u6d4b\u91cf\u6d41\u901f\u573a\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u591a\u76f8\u6d41\u548c\u81ea\u7531\u8868\u9762\u6d41\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\uff0c\u5b9e\u73b0\u8239\u8236\u6ce2\u6d6a\u548c\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u5757 \n- \u5f02\u5e38\u68c0\u6d4b\u4e0e\u6570\u636e\u8865\u5168\u6a21\u5757\u4fdd\u8bc1\u8f93\u5165\u6570\u636e\u8d28\u91cf\uff0c\u5254\u9664\u975e\u7269\u7406\u5408\u7406\u6570\u636e\uff0c\u63d2\u503c\u8865\u5168\u7f3a\u5931\u533a\u57df\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u6a21\u5757\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u5b9e\u65f6\u52a8\u6001\u66f4\u65b0\uff0c\u63d0\u5347\u6a21\u62df\u9002\u5e94\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u7269\u7406\u7ea6\u675f\u5d4c\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u786e\u4fdd\u9884\u6d4b\u7ed3\u679c\u6ee1\u8db3\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u89c4\u5f8b\u3002\n\n4. \u591a\u7269\u7406\u573a\u8026\u5408 \n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u7684\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\u7684\u70ed\u7269\u6027\u53d8\u5316\u3002\n\n\u4e8c\u3001\u5173\u952e\u53c2\u6570\n\n1. \u70ed\u7269\u6027\u53c2\u6570 \n- \u5bc6\u5ea6\u03c1(T,P)\uff1a\u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\u7684\u5bc6\u5ea6\u51fd\u6570\uff0c\u57fa\u4e8eMD\u548c\u7edf\u8ba1\u529b\u5b66\u62df\u5408\u3002 \n- \u52a8\u529b\u7c98\u5ea6\u03bc(T,P)\uff1a\u968f\u6e29\u5ea6\u548c\u526a\u5207\u901f\u7387\u53d8\u5316\u7684\u7c98\u5ea6\u6a21\u578b\uff0c\u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\u6570\u636e\u3002 \n- \u6bd4\u70ed\u5bb9Cp(T)\uff1a\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 \n- \u81ea\u7531\u80fdF(T,V)\uff1a\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u72b6\u6001\uff0c\u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\u3002\n\n2. \u6d41\u573a\u53c2\u6570 \n- \u901f\u5ea6\u573au(x,y,z,t)\uff1a\u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u5b9e\u9a8c\u6570\u636e\u548cCFD\u8ba1\u7b97\u7ed3\u679c\u3002 \n- \u538b\u529b\u573ap(x,y,z,t)\uff1a\u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\u5206\u5e03\uff0c\u786e\u4fdd\u8fb9\u754c\u6761\u4ef6\u51c6\u786e\u3002 \n- \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u6216\u03c9\uff08RANS\u6a21\u578b\uff09\uff0c\u6216\u5927\u5c3a\u5ea6\u6da1\u65cb\u4fe1\u606f\uff08LES\u6a21\u578b\uff09\uff0c\u6355\u6349\u6e4d\u6d41\u7ed3\u6784\u3002\n\n3. \u8fb9\u754c\u4e0e\u521d\u59cb\u6761\u4ef6 \n- \u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u53ca\u6d41\u901f\u8fb9\u754c\u6761\u4ef6\uff0c\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u3002 \n- \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81\u53c2\u6570\uff0c\u91c7\u7528VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\u3002 \n- \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7ed3\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6570\u636e\u3002\n\n4. \u8026\u5408\u53c2\u6570 \n- \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570\uff0c\u57fa\u4e8e\u591a\u7269\u7406\u573a\u6a21\u62df\u7ed3\u679c\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u53ca\u4e0d\u786e\u5b9a\u6027\u9608\u503c\uff0c\u4fdd\u969c\u6a21\u62df\u7a33\u5b9a\u6027\u548c\u7cbe\u5ea6\u3002\n\n\u4e09\u3001\u6a21\u578b\u6784\u5efa\u6d41\u7a0b\u5efa\u8bae\n\n1. \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u7269\u7406\u4e00\u81f4\u7684\u521d\u59cb\u8fb9\u754c\u6761\u4ef6\u548c\u7269\u6027\u53c2\u6570\u5e93\u3002 \n2. \u9009\u53d6\u9002\u5f53\u7684\u6e4d\u6d41\u6a21\u578b\u7ec4\u5408\uff08RANS+LES\uff09\uff0c\u7ed3\u5408\u591a\u76f8\u6d41\u6a21\u578b\uff0c\u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\u3002 \n3. \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u66f4\u65b0\u3002 \n4. \u5b9e\u73b0\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u4fdd\u8bc1\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u529b\u5b66\u548c\u7ed3\u6784\u54cd\u5e94\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n5. \u8fdb\u884c\u521d\u6b65\u6a21\u62df\u9a8c\u8bc1\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6821\u9a8c\u6a21\u578b\u51c6\u786e\u6027\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u65b9\u6848\u3002\n\n\u7efc\u4e0a\uff0c\u8be5\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6846\u67b6\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u5145\u5206\u5229\u7528\u9884\u5904\u7406\u6570\u636e\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u548c\u6d41\u573a\u4fe1\u606f\uff0c\u7ed3\u5408\u5148\u8fdb\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u95ee\u9898\u7684\u6a21\u62df\u4e0e\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6280\u672f\u8c03\u7814\u62a5\u544a\uff0c\u63d0\u51fa\u9002\u7528\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u4f18\u5316\u65b9\u6848\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6280\u672f\u8c03\u7814\u62a5\u544a" + ], + "Action_Result": "\u7ed3\u5408\u6280\u672f\u8c03\u7814\u62a5\u544a\u5185\u5bb9\u548c\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u7279\u70b9\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u9700\u6c42\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff1a\n\n\u4e00\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u9009\u62e9\u4e0e\u7ec4\u5408\n\n1. \u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u6846\u67b6 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b56\u7565\uff0c\u5c06\u5fae\u89c2\u5c3a\u5ea6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u7531MD\u6a21\u62df\u53ca\u673a\u5668\u5b66\u4e60\u62df\u5408\u83b7\u5f97\uff09\u52a8\u6001\u8f93\u5165\u5b8f\u89c2CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u70ed\u7269\u6027\u53c2\u6570\u7684\u65f6\u7a7a\u51c6\u786e\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u5b8f\u89c2\u6d41\u573a\u6a21\u62df\u91c7\u7528CFD\u4e3b\u6d41\u6570\u503c\u65b9\u6cd5\uff1a\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u9002\u5f53\u7684\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u548c\u7ed3\u6784\u8026\u5408\u95ee\u9898\u3002 \n\n2. \u6e4d\u6d41\u6a21\u578b\u4f18\u5316 \n- \u7ed3\u5408RANS\u4e0eLES\u6df7\u5408\u6e4d\u6d41\u6a21\u578b\u4f53\u7cfb\uff1a \n - RANS\u7528\u4e8e\u8239\u4f53\u5468\u56f4\u5927\u90e8\u5206\u7a33\u6001\u6d41\u573a\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\uff1b \n - LES\u805a\u7126\u5173\u952e\u6d41\u52a8\u533a\u57df\uff08\u8239\u4f53\u5c3e\u90e8\u5206\u79bb\u533a\u3001\u6da1\u65cb\u751f\u6210\u533a\uff09\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u9ad8\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u901a\u8fc7\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\u6280\u672f\uff08AMR\uff09\u5728LES\u533a\u57df\u63d0\u5347\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002 \n\n3. \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df \n- \u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\u51c6\u786e\u6355\u6349\u8239\u8236\u5468\u56f4\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u754c\u9762\u52a8\u529b\u5b66\u6a21\u62df\u3002 \n- \u7ed3\u5408Lattice Boltzmann Method\uff08LBM\uff09\u4f5c\u4e3a\u8f85\u52a9\u5fae\u89c2\u6d41\u52a8\u6a21\u62df\u5de5\u5177\uff0c\u7279\u522b\u9488\u5bf9\u590d\u6742\u8fb9\u754c\u548c\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u6d41\u52a8\u7279\u5f81\u3002 \n\n4. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6a21\u5757 \n- \u96c6\u6210\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u5185\u80fd\u3001\u6bd4\u70ed\u5bb9\u7b49\uff09\u7684\u5b9e\u65f6\u52a8\u6001\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u4e0e\u6570\u636e\u8865\u5168\uff0c\u4fdd\u8bc1\u8f93\u5165\u6570\u636e\u8d28\u91cf\u548c\u8fde\u7eed\u6027\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8f93\u51fa\u6ee1\u8db3\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u89c4\u5f8b\u3002 \n\n\u4e8c\u3001\u6a21\u578b\u4f18\u5316\u65b9\u6848\n\n1. \u7269\u6027\u53c2\u6570\u52a8\u6001\u6821\u6b63 \n- \u5229\u7528\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u7ed3\u679c\uff0c\u6784\u5efa\u6e29\u5ea6\u3001\u538b\u529b\u4f9d\u8d56\u7684\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff08\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\uff09\uff0c\u5b9e\u65f6\u66f4\u65b0CFD\u6a21\u62df\u4e2d\u7684\u7269\u6027\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002 \n- \u7ed3\u5408CALPHAD\u6570\u636e\u5e93\u53caMD\u6a21\u62df\u7ed3\u679c\uff0c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6821\u6b63\u5b9e\u9a8c\u6570\u636e\u8bef\u5dee\uff0c\u5b9e\u73b0\u7269\u6027\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u62df\u5408\u3002 \n\n2. \u591a\u7269\u7406\u573a\u8026\u5408\u5f3a\u5316 \n- \u5efa\u7acb\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u529b\u5b66\u548c\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u56fa\u8026\u5408\u548c\u70ed-\u6d41\u8026\u5408\uff0c\u51c6\u786e\u6a21\u62df\u6d41\u4f53\u5bf9\u8239\u4f53\u7ed3\u6784\u7684\u52a8\u6001\u8f7d\u8377\u53ca\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u91c7\u7528\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\u7b56\u7565\uff0c\u534f\u8c03\u4e0d\u540c\u7269\u7406\u573a\u7684\u8ba1\u7b97\u8282\u594f\uff0c\u4fdd\u8bc1\u8026\u5408\u8ba1\u7b97\u7684\u7a33\u5b9a\u6027\u548c\u6548\u7387\u3002 \n\n3. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316 \n- \u901a\u8fc7\u6a21\u578b\u964d\u9636\u6280\u672f\uff08\u5982\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u4ee3\u7406\u6a21\u578b\uff09\u5728\u975e\u5173\u952e\u533a\u57df\u66ff\u4ee3\u9ad8\u6210\u672c\u6a21\u62df\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u6280\u672f\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u7684\u8ba1\u7b97\u6548\u7387\u3002 \n\n4. \u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u4e0e\u98ce\u9669\u63a7\u5236 \n- \u5728\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u548c\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e2d\u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u8bbe\u8ba1\u51b3\u7b56\u548c\u98ce\u9669\u7ba1\u7406\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5bf9\u6a21\u62df\u7ed3\u679c\u5f71\u54cd\u6700\u5927\u7684\u53c2\u6570\uff0c\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002 \n\n\u4e09\u3001\u5b9e\u65bd\u5efa\u8bae\n\n1. \u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7684\u521d\u59cb\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u6a21\u62df\u8f93\u5165\u7269\u7406\u4e00\u81f4\u3002 \n2. \u91c7\u7528\u5206\u9636\u6bb5\u6a21\u62df\u7b56\u7565\uff1a\u5148\u7528RANS\u5b8c\u6210\u7a33\u6001\u6574\u4f53\u6d41\u573a\u8ba1\u7b97\uff0c\u518d\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n3. \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u5728\u7ebf\u66f4\u65b0\uff0c\u786e\u4fdd\u6a21\u62df\u9002\u5e94\u590d\u6742\u6e29\u5ea6\u548c\u538b\u529b\u53d8\u5316\u3002 \n4. \u8bbe\u8ba1\u6a21\u5757\u5316\u8026\u5408\u6846\u67b6\uff0c\u65b9\u4fbf\u540e\u7eed\u591a\u7269\u7406\u573a\u6269\u5c55\u548c\u6a21\u578b\u8fed\u4ee3\u5347\u7ea7\u3002 \n5. \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u6a21\u578b\u9a8c\u8bc1\u548c\u53c2\u6570\u6821\u51c6\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u9760\u6027\u548c\u5de5\u7a0b\u9002\u7528\u6027\u3002 \n\n\u7efc\u4e0a\uff0c\u63d0\u51fa\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u4f18\u5316\u65b9\u6848\u517c\u987e\u9ad8\u7cbe\u5ea6\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u5145\u5206\u5229\u7528\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u548c\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6280\u672f\uff0c\u5b9e\u73b0\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u548c\u70ed\u529b\u5b66\u53c2\u6570\u5b9e\u65f6\u66f4\u65b0\uff0c\u6ee1\u8db3\u590d\u6742\u6d41\u4f53\u73af\u5883\u4e0b\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u6784\u5efa\u521d\u6b65\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u7406\u8bba\u6846\u67b6\uff0c\u6784\u5efa\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\uff0c\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n---\n\n# \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n\u91c7\u7528\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6df7\u5408\u6a21\u62df\u6846\u67b6\uff0c\u6db5\u76d6\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u62df\u5408\u4e0e\u5b8f\u89c2CFD\u6d41\u573a\u6a21\u62df\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u578b\u7ec4\u6210\u4e0e\u65b9\u6cd5\u9009\u578b\n\n### 1. \u5fae\u89c2\u5c3a\u5ea6\uff1a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u7ed3\u5408EAM\u52bf\u80fd\u6a21\u578b\uff0c\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u7269\u6027\u53c2\u6570\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u8be5\u6a21\u5757\u4e3a\u5b8f\u89c2CFD\u6a21\u578b\u63d0\u4f9b\u52a8\u6001\u66f4\u65b0\u7684\u7269\u6027\u53c2\u6570\u8f93\u5165\u3002\n\n### 2. \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u62df\u5408\n\n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u8865\u5168\u548c\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u7b26\u5408\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u89c4\u5f8b\u3002 \n- \u5b9e\u73b0\u5bf9\u9884\u5904\u7406\u6570\u636e\u7684\u8d28\u91cf\u4fdd\u969c\u548c\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\u7684\u6784\u5efa\u3002\n\n### 3. \u5b8f\u89c2\u5c3a\u5ea6\uff1aCFD\u6d41\u573a\u6a21\u62df\u4e0e\u591a\u7269\u7406\u8026\u5408\n\n- \u6570\u503c\u65b9\u6cd5\uff1a\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u53ca\u6d41\u56fa\u8026\u5408\u3002 \n- \u6e4d\u6d41\u6a21\u578b\uff1aRANS+LES\u6df7\u5408\u7b56\u7565 \n - RANS\uff1a\u7528\u4e8e\u6574\u4f53\u7a33\u6001\u6d41\u573a\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\u3002 \n - LES\uff1a\u805a\u7126\u8239\u4f53\u5c3e\u6d41\u5206\u79bb\u533a\u548c\u6da1\u6d41\u5f3a\u70c8\u533a\uff0c\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\u3002 \n- \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df\uff1a\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002 \n- \u8fb9\u754c\u6761\u4ef6\uff1a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3001\u6d41\u901f\u573a\u53ca\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\n\n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53d8\u5316\u3002 \n- \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u4fdd\u969c\u8026\u5408\u8ba1\u7b97\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n### 5. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\n\n- \u5728\u975e\u5173\u952e\u533a\u57df\u91c7\u7528\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u4ee3\u7406\u6a21\u578b\u5b9e\u73b0\u6a21\u578b\u964d\u9636\uff0c\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u4e0e\u8bbe\u8ba1\u51b3\u7b56\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n## \u4e09\u3001\u5173\u952e\u53c2\u6570\u5b9a\u4e49\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u53c2\u6570 | \u63cf\u8ff0\u4e0e\u4f5c\u7528 |\n|----------------|-----------------------------|----------------------------------------------|\n| \u70ed\u7269\u6027\u53c2\u6570 | \u5bc6\u5ea6\u03c1(T,P) | \u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\uff0c\u52a8\u6001\u8f93\u5165CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u7269\u7406\u771f\u5b9e\u6027\u3002 |\n| | \u52a8\u529b\u7c98\u5ea6\u03bc(T,P) | \u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\uff0c\u53cd\u6620\u6d41\u4f53\u7c98\u6027\u7279\u6027\u3002 |\n| | \u6bd4\u70ed\u5bb9Cp(T) | \u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 |\n| | \u81ea\u7531\u80fdF(T,V) | \u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u3002 |\n| \u6d41\u573a\u53c2\u6570 | \u901f\u5ea6\u573au(x,y,z,t) | \u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u6570\u636e\u548cCFD\u8ba1\u7b97\u3002 |\n| | \u538b\u529b\u573ap(x,y,z,t) | \u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\uff0c\u8fb9\u754c\u6761\u4ef6\u5173\u952e\u3002 |\n| | \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u3001\u03c9\uff08RANS\uff09\u53ca\u5927\u5c3a\u5ea6\u6da1\u65cb\uff08LES\uff09 | \u6355\u6349\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 |\n| \u8fb9\u754c\u6761\u4ef6 | \u8239\u4f53\u8868\u9762\u538b\u529b\u53ca\u6d41\u901f | \u9884\u5904\u7406\u6570\u636e\u63d0\u4f9b\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002 |\n| | \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81 | VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\uff0c\u6a21\u62df\u6ce2\u6d6a\u52a8\u6001\u3002 |\n| | \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6 | \u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u6570\u636e\u9a71\u52a8\uff0c\u786e\u4fdd\u70ed\u6d41\u8026\u5408\u3002 |\n| \u8026\u5408\u53c2\u6570 | \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570 | \u591a\u7269\u7406\u573a\u8026\u5408\u5173\u952e\u53c2\u6570\uff0c\u6a21\u62df\u7ed3\u6784\u54cd\u5e94\u3002 |\n| | \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387 | \u4fdd\u8bc1\u6a21\u62df\u7a33\u5b9a\u6027\u53ca\u5b9e\u65f6\u6027\u3002 |\n| | \u4e0d\u786e\u5b9a\u6027\u9608\u503c | \u63a7\u5236\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u98ce\u9669\u7ba1\u7406\u3002 |\n\n---\n\n## \u56db\u3001\u6a21\u578b\u6784\u5efa\u53ca\u5b9e\u65bd\u6d41\u7a0b\u5efa\u8bae\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u8f93\u5165\u6570\u636e\u7269\u7406\u4e00\u81f4\u3002 \n2. **\u7f51\u683c\u5212\u5206\u4e0e\u6a21\u578b\u642d\u5efa** \n - \u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f\uff0c\u91cd\u70b9\u7ec6\u5316LES\u533a\u57df\u3002 \n3. **\u6a21\u578b\u96c6\u6210** \n - \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u5f02\u5e38\u68c0\u6d4b\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u4f53\u3001\u70ed\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n4. **\u521d\u6b65\u6a21\u62df\u4e0e\u9a8c\u8bc1** \n - \u5148\u7528RANS\u8fdb\u884c\u6574\u4f53\u7a33\u6001\u6a21\u62df\uff0c\u540e\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08PIV\u3001\u538b\u529b\u4f20\u611f\u5668\u7b49\uff09\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u3002 \n5. **\u4f18\u5316\u8fed\u4ee3** \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u6570\u636e\u91c7\u96c6\u7b56\u7565\u3002 \n - \u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u624b\u6bb5\uff08\u4ee3\u7406\u6a21\u578b\u3001GPU\u52a0\u901f\uff09\u63d0\u5347\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n## \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6a21\u62df\uff0c\u63d0\u5347\u6a21\u62df\u771f\u5b9e\u6027\u3002 \n- \u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u548c\u5b9e\u65f6\u52a8\u6001\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\uff0c\u652f\u6301\u5236\u9020\u5de5\u827a\u6539\u8fdb\u548c\u6027\u80fd\u63d0\u5347\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u6280\u672f\u8c03\u7814\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u6570\u503c\u65b9\u6cd5\u6784\u5efa\u7684\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\uff0c\u4f9b\u56e2\u961f\u4e0b\u4e00\u6b65\u5f00\u53d1\u4e0e\u9a8c\u8bc1\u4f7f\u7528\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u6784\u5efa\u7684\u521d\u6b65\u6a21\u62df\u6a21\u578b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4e24\u70b9\u6539\u8fdb\u5efa\u8bae\uff1a\n\n1. **\u6570\u503c\u7a33\u5b9a\u6027\u65b9\u9762**\uff1a \n\u5efa\u8bae\u5728\u591a\u7269\u7406\u573a\u8026\u5408\u65f6\uff0c\u91c7\u7528\u66f4\u7ec6\u81f4\u7684\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u5c24\u5176\u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\uff0c\u907f\u514d\u56e0\u6b65\u957f\u4e0d\u5339\u914d\u5f15\u53d1\u7684\u6570\u503c\u632f\u8361\u6216\u53d1\u6563\uff0c\u63d0\u9ad8\u6574\u4f53\u8026\u5408\u8ba1\u7b97\u7684\u7a33\u5b9a\u6027\u3002\n\n2. **\u8ba1\u7b97\u6548\u7387\u65b9\u9762**\uff1a \n\u5efa\u8bae\u8fdb\u4e00\u6b65\u5f3a\u5316LES\u533a\u57df\u7684\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u4f7f\u7528\uff0c\u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672c\u6a21\u62df\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\uff0c\u540c\u65f6\u5229\u7528GPU\u52a0\u901f\u63d0\u5347\u5173\u952e\u533a\u57df\u7684\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\u6548\u7387\uff0c\u8fbe\u5230\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\u7684\u6700\u4f73\u5e73\u8861\u3002 \n\n\u4ee5\u4e0a\u5efa\u8bae\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\u7684\u6570\u503c\u9c81\u68d2\u6027\u548c\u8fd0\u7b97\u6027\u80fd\uff0c\u652f\u6301\u540e\u7eed\u5927\u89c4\u6a21\u590d\u6742\u6d41\u573a\u6a21\u62df\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u5173\u4e8e\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u5f3a\u5316\u4e86\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u5e76\u8fdb\u4e00\u6b65\u5b8c\u5584\u4e86LES\u533a\u57df\u7684\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u4f7f\u7528\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u578b\u6574\u4f53\u7684\u6570\u503c\u9c81\u68d2\u6027\u548c\u8ba1\u7b97\u6027\u80fd\u3002\u4ee5\u4e0b\u4e3a\u4f18\u5316\u540e\u7684\u5b8c\u6574\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u65b9\u6848\u3002\n\n## Improved version of \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\n\n---\n\n# \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u8349\u6848\uff08\u4f18\u5316\u7248\uff09\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n\u91c7\u7528\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6df7\u5408\u6a21\u62df\u6846\u67b6\uff0c\u6db5\u76d6\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u62df\u5408\u4e0e\u5b8f\u89c2CFD\u6d41\u573a\u6a21\u62df\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u578b\u7ec4\u6210\u4e0e\u65b9\u6cd5\u9009\u578b\n\n### 1. \u5fae\u89c2\u5c3a\u5ea6\uff1a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u7ed3\u5408EAM\u52bf\u80fd\u6a21\u578b\uff0c\u83b7\u5f97\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u7269\u6027\u53c2\u6570\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u8be5\u6a21\u5757\u4e3a\u5b8f\u89c2CFD\u6a21\u578b\u63d0\u4f9b\u52a8\u6001\u66f4\u65b0\u7684\u7269\u6027\u53c2\u6570\u8f93\u5165\u3002\n\n### 2. \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u62df\u5408\n\n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u8865\u5168\u548c\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u7b26\u5408\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u89c4\u5f8b\u3002 \n- \u5b9e\u73b0\u5bf9\u9884\u5904\u7406\u6570\u636e\u7684\u8d28\u91cf\u4fdd\u969c\u548c\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\u7684\u6784\u5efa\u3002\n\n### 3. \u5b8f\u89c2\u5c3a\u5ea6\uff1aCFD\u6d41\u573a\u6a21\u62df\u4e0e\u591a\u7269\u7406\u8026\u5408\n\n- \u6570\u503c\u65b9\u6cd5\uff1a\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u53ca\u6d41\u56fa\u8026\u5408\u3002 \n- \u6e4d\u6d41\u6a21\u578b\uff1aRANS+LES\u6df7\u5408\u7b56\u7565 \n - RANS\uff1a\u7528\u4e8e\u6574\u4f53\u7a33\u6001\u6d41\u573a\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\u3002 \n - LES\uff1a\u805a\u7126\u8239\u4f53\u5c3e\u6d41\u5206\u79bb\u533a\u548c\u6da1\u6d41\u5f3a\u70c8\u533a\uff0c\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\u3002 \n- \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df\uff1a\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002 \n- \u8fb9\u754c\u6761\u4ef6\uff1a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3001\u6d41\u901f\u573a\u53ca\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\n\n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53d8\u5316\u3002 \n- **\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565**\uff1a \n - \u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\uff0c\u91c7\u7528\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u907f\u514d\u56e0\u6b65\u957f\u4e0d\u5339\u914d\u5bfc\u81f4\u7684\u6570\u503c\u632f\u8361\u6216\u53d1\u6563\u3002 \n - \u901a\u8fc7\u8026\u5408\u63a5\u53e3\u76d1\u63a7\u6536\u655b\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u786e\u4fdd\u6574\u4f53\u8026\u5408\u8ba1\u7b97\u7684\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n### 5. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\n\n- **LES\u533a\u57df\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408**\uff1a \n - \u5728LES\u5173\u952e\u533a\u57df\u91c7\u7528AMR\u6280\u672f\u63d0\u5347\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u4fdd\u8bc1\u6e4d\u6d41\u7ed3\u6784\u6355\u6349\u7684\u7ec6\u8282\u7cbe\u5ea6\u3002 \n - \u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u6a21\u62df\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u6280\u672f\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u4e0e\u8bbe\u8ba1\u51b3\u7b56\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n## \u4e09\u3001\u5173\u952e\u53c2\u6570\u5b9a\u4e49\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u53c2\u6570 | \u63cf\u8ff0\u4e0e\u4f5c\u7528 |\n|----------------|-----------------------------|----------------------------------------------|\n| \u70ed\u7269\u6027\u53c2\u6570 | \u5bc6\u5ea6\u03c1(T,P) | \u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\uff0c\u52a8\u6001\u8f93\u5165CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u7269\u7406\u771f\u5b9e\u6027\u3002 |\n| | \u52a8\u529b\u7c98\u5ea6\u03bc(T,P) | \u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\uff0c\u53cd\u6620\u6d41\u4f53\u7c98\u6027\u7279\u6027\u3002 |\n| | \u6bd4\u70ed\u5bb9Cp(T) | \u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 |\n| | \u81ea\u7531\u80fdF(T,V) | \u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u3002 |\n| \u6d41\u573a\u53c2\u6570 | \u901f\u5ea6\u573au(x,y,z,t) | \u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u6570\u636e\u548cCFD\u8ba1\u7b97\u3002 |\n| | \u538b\u529b\u573ap(x,y,z,t) | \u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\uff0c\u8fb9\u754c\u6761\u4ef6\u5173\u952e\u3002 |\n| | \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u3001\u03c9\uff08RANS\uff09\u53ca\u5927\u5c3a\u5ea6\u6da1\u65cb\uff08LES\uff09 | \u6355\u6349\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 |\n| \u8fb9\u754c\u6761\u4ef6 | \u8239\u4f53\u8868\u9762\u538b\u529b\u53ca\u6d41\u901f | \u9884\u5904\u7406\u6570\u636e\u63d0\u4f9b\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002 |\n| | \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81 | VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\uff0c\u6a21\u62df\u6ce2\u6d6a\u52a8\u6001\u3002 |\n| | \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6 | \u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u6570\u636e\u9a71\u52a8\uff0c\u786e\u4fdd\u70ed\u6d41\u8026\u5408\u3002 |\n| \u8026\u5408\u53c2\u6570 | \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570 | \u591a\u7269\u7406\u573a\u8026\u5408\u5173\u952e\u53c2\u6570\uff0c\u6a21\u62df\u7ed3\u6784\u54cd\u5e94\u3002 |\n| | \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387 | \u7ed3\u5408\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4fdd\u8bc1\u6a21\u62df\u7a33\u5b9a\u6027\u53ca\u5b9e\u65f6\u6027\u3002 |\n| | \u4e0d\u786e\u5b9a\u6027\u9608\u503c | \u63a7\u5236\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u98ce\u9669\u7ba1\u7406\u3002 |\n\n---\n\n## \u56db\u3001\u6a21\u578b\u6784\u5efa\u53ca\u5b9e\u65bd\u6d41\u7a0b\u5efa\u8bae\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u8f93\u5165\u6570\u636e\u7269\u7406\u4e00\u81f4\u3002 \n2. **\u7f51\u683c\u5212\u5206\u4e0e\u6a21\u578b\u642d\u5efa** \n - \u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f\uff0c\u91cd\u70b9\u7ec6\u5316LES\u533a\u57df\u3002 \n3. **\u6a21\u578b\u96c6\u6210** \n - \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u5f02\u5e38\u68c0\u6d4b\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u4f53\u3001\u70ed\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u5b9e\u65bd\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u4fdd\u969c\u8026\u5408\u8ba1\u7b97\u7a33\u5b9a\u6027\u3002 \n4. **\u521d\u6b65\u6a21\u62df\u4e0e\u9a8c\u8bc1** \n - \u5148\u7528RANS\u8fdb\u884c\u6574\u4f53\u7a33\u6001\u6a21\u62df\uff0c\u540e\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08PIV\u3001\u538b\u529b\u4f20\u611f\u5668\u7b49\uff09\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u3002 \n5. **\u4f18\u5316\u8fed\u4ee3** \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u6570\u636e\u91c7\u96c6\u7b56\u7565\u3002 \n - \u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u624b\u6bb5\uff08\u4ee3\u7406\u6a21\u578b\u3001GPU\u52a0\u901f\uff09\u63d0\u5347\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n## \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6a21\u62df\uff0c\u63d0\u5347\u6a21\u62df\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u548c\u5b9e\u65f6\u52a8\u6001\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\uff0c\u652f\u6301\u5236\u9020\u5de5\u827a\u6539\u8fdb\u548c\u6027\u80fd\u63d0\u5347\u3002 \n- \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u548c\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u5b9e\u73b0\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6700\u4f18\u5229\u7528\u3002\n\n---\n\n\u4ee5\u4e0a\u4f18\u5316\u65b9\u6848\u5145\u5206\u878d\u5408\u4e86\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u786e\u4fdd\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u5728\u8239\u8236\u5236\u9020\u4e2d\u5177\u5907\u66f4\u9ad8\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\uff0c\u52a9\u529b\u540e\u7eed\u5f00\u53d1\u4e0e\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u5f62\u6210\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6700\u7ec8\u7248\u672c\uff0c\u4f9b\u540e\u7eed\u6b65\u9aa4\u4f7f\u7528\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u56e2\u961f\u5404\u65b9\u4e13\u5bb6\u7684\u6df1\u5165\u8ba8\u8bba\u4e0e\u4f18\u5316\u53cd\u9988\uff0c\u73b0\u5c06\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u65b9\u6848\u6574\u5408\u4e3a\u6700\u7ec8\u7248\u3002\u8be5\u6a21\u578b\u5145\u5206\u5229\u7528\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u548c\u6280\u672f\u8c03\u7814\u6210\u679c\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u80fd\u591f\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u53ca\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408\u7684\u9700\u6c42\uff0c\u4e3a\u540e\u7eed\u5f00\u53d1\u3001\u9a8c\u8bc1\u548c\u5e94\u7528\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u7248\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u5b8c\u6574\u5185\u5bb9\uff1a\n\n```\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\n---\n\n# \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n\u57fa\u4e8e\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6df7\u5408\u6a21\u62df\u6846\u67b6\uff0c\u6db5\u76d6\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u62df\u5408\u4e0e\u5b8f\u89c2CFD\u6d41\u573a\u6a21\u62df\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u578b\u7ec4\u6210\u4e0e\u65b9\u6cd5\u9009\u578b\n\n### 1. \u5fae\u89c2\u5c3a\u5ea6\uff1a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u7ed3\u5408\u5d4c\u5165\u5f0f\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u52bf\u80fd\u6a21\u578b\uff0c\u83b7\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u7269\u6027\u53c2\u6570\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6280\u672f\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u52a8\u6001\u63d0\u4f9b\u5b8f\u89c2CFD\u6a21\u578b\u6240\u9700\u7269\u6027\u53c2\u6570\u3002\n\n### 2. \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u62df\u5408\n\n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u8865\u5168\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u6ee1\u8db3\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u7269\u7406\u89c4\u5f8b\u3002 \n- \u6784\u5efa\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff0c\u4fdd\u969c\u9884\u5904\u7406\u6570\u636e\u8d28\u91cf\uff0c\u652f\u6301\u5b9e\u65f6\u53c2\u6570\u66f4\u65b0\u3002\n\n### 3. \u5b8f\u89c2\u5c3a\u5ea6\uff1aCFD\u6d41\u573a\u6a21\u62df\u4e0e\u591a\u7269\u7406\u8026\u5408\n\n- \u6570\u503c\u65b9\u6cd5\uff1a\u4ee5\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u53ca\u6d41\u56fa\u8026\u5408\u95ee\u9898\u3002 \n- \u6e4d\u6d41\u6a21\u578b\uff1a\u91c7\u7528RANS+LES\u6df7\u5408\u7b56\u7565 \n - RANS\u7528\u4e8e\u6574\u4f53\u7a33\u6001\u6d41\u573a\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\u3002 \n - LES\u805a\u7126\u8239\u4f53\u5c3e\u6d41\u5206\u79bb\u533a\u548c\u6da1\u6d41\u5f3a\u70c8\u533a\uff0c\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df\uff1a\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002 \n- \u8fb9\u754c\u6761\u4ef6\uff1a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3001\u6d41\u901f\u573a\u53ca\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\n\n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53d8\u5316\u3002 \n- **\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565**\uff1a \n - \u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\uff0c\u91c7\u7528\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u907f\u514d\u6b65\u957f\u4e0d\u5339\u914d\u5bfc\u81f4\u7684\u6570\u503c\u632f\u8361\u6216\u53d1\u6563\u3002 \n - \u901a\u8fc7\u8026\u5408\u63a5\u53e3\u76d1\u63a7\u8ba1\u7b97\u6536\u655b\u6027\u4e0e\u7a33\u5b9a\u6027\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u4fdd\u969c\u6574\u4f53\u8026\u5408\u8ba1\u7b97\u7684\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n### 5. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\n\n- **LES\u533a\u57df\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408**\uff1a \n - \u5728LES\u5173\u952e\u533a\u57df\u91c7\u7528AMR\u6280\u672f\u63d0\u5347\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u4fdd\u8bc1\u6e4d\u6d41\u7ed3\u6784\u6355\u6349\u7684\u7ec6\u8282\u7cbe\u5ea6\u3002 \n - \u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u6a21\u62df\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u6280\u672f\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u4e0e\u8bbe\u8ba1\u51b3\u7b56\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n## \u4e09\u3001\u5173\u952e\u53c2\u6570\u5b9a\u4e49\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u53c2\u6570 | \u63cf\u8ff0\u4e0e\u4f5c\u7528 |\n|----------------|-----------------------------|----------------------------------------------|\n| \u70ed\u7269\u6027\u53c2\u6570 | \u5bc6\u5ea6\u03c1(T,P) | \u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\uff0c\u52a8\u6001\u8f93\u5165CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u7269\u7406\u771f\u5b9e\u6027\u3002 |\n| | \u52a8\u529b\u7c98\u5ea6\u03bc(T,P) | \u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\uff0c\u53cd\u6620\u6d41\u4f53\u7c98\u6027\u7279\u6027\u3002 |\n| | \u6bd4\u70ed\u5bb9Cp(T) | \u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 |\n| | \u81ea\u7531\u80fdF(T,V) | \u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u3002 |\n| \u6d41\u573a\u53c2\u6570 | \u901f\u5ea6\u573au(x,y,z,t) | \u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u6570\u636e\u548cCFD\u8ba1\u7b97\u3002 |\n| | \u538b\u529b\u573ap(x,y,z,t) | \u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\uff0c\u8fb9\u754c\u6761\u4ef6\u5173\u952e\u3002 |\n| | \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u3001\u03c9\uff08RANS\uff09\u53ca\u5927\u5c3a\u5ea6\u6da1\u65cb\uff08LES\uff09 | \u6355\u6349\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 |\n| \u8fb9\u754c\u6761\u4ef6 | \u8239\u4f53\u8868\u9762\u538b\u529b\u53ca\u6d41\u901f | \u9884\u5904\u7406\u6570\u636e\u63d0\u4f9b\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002 |\n| | \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81 | VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\uff0c\u6a21\u62df\u6ce2\u6d6a\u52a8\u6001\u3002 |\n| | \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6 | \u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u6570\u636e\u9a71\u52a8\uff0c\u786e\u4fdd\u70ed\u6d41\u8026\u5408\u3002 |\n| \u8026\u5408\u53c2\u6570 | \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570 | \u591a\u7269\u7406\u573a\u8026\u5408\u5173\u952e\u53c2\u6570\uff0c\u6a21\u62df\u7ed3\u6784\u54cd\u5e94\u3002 |\n| | \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387 | \u7ed3\u5408\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4fdd\u8bc1\u6a21\u62df\u7a33\u5b9a\u6027\u53ca\u5b9e\u65f6\u6027\u3002 |\n| | \u4e0d\u786e\u5b9a\u6027\u9608\u503c | \u63a7\u5236\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u98ce\u9669\u7ba1\u7406\u3002 |\n\n---\n\n## \u56db\u3001\u6a21\u578b\u6784\u5efa\u53ca\u5b9e\u65bd\u6d41\u7a0b\u5efa\u8bae\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u8f93\u5165\u6570\u636e\u7269\u7406\u4e00\u81f4\u3002 \n2. **\u7f51\u683c\u5212\u5206\u4e0e\u6a21\u578b\u642d\u5efa** \n - \u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f\uff0c\u91cd\u70b9\u7ec6\u5316LES\u533a\u57df\u3002 \n3. **\u6a21\u578b\u96c6\u6210** \n - \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u5f02\u5e38\u68c0\u6d4b\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u4f53\u3001\u70ed\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u5b9e\u65bd\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u4fdd\u969c\u8026\u5408\u8ba1\u7b97\u7a33\u5b9a\u6027\u3002 \n4. **\u521d\u6b65\u6a21\u62df\u4e0e\u9a8c\u8bc1** \n - \u5148\u7528RANS\u8fdb\u884c\u6574\u4f53\u7a33\u6001\u6a21\u62df\uff0c\u540e\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08PIV\u3001\u538b\u529b\u4f20\u611f\u5668\u7b49\uff09\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u3002 \n5. **\u4f18\u5316\u8fed\u4ee3** \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u6570\u636e\u91c7\u96c6\u7b56\u7565\u3002 \n - \u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u624b\u6bb5\uff08\u4ee3\u7406\u6a21\u578b\u3001GPU\u52a0\u901f\uff09\u63d0\u5347\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n## \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6a21\u62df\uff0c\u63d0\u5347\u6a21\u62df\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u548c\u5b9e\u65f6\u52a8\u6001\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\uff0c\u652f\u6301\u5236\u9020\u5de5\u827a\u6539\u8fdb\u548c\u6027\u80fd\u63d0\u5347\u3002 \n- \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u548c\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u5b9e\u73b0\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6700\u4f18\u5229\u7528\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u6280\u672f\u8c03\u7814\uff0c\u878d\u5408\u56e2\u961f\u4e13\u5bb6\u610f\u89c1\u7684\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6700\u7ec8\u7248\u672c\uff0c\u5177\u5907\u9ad8\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u9c81\u68d2\u6027\u53ca\u8ba1\u7b97\u6548\u7387\uff0c\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u4f18\u5316\u7684\u540e\u7eed\u5f00\u53d1\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "content": "---\n\n# \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n\u57fa\u4e8e\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6df7\u5408\u6a21\u62df\u6846\u67b6\uff0c\u6db5\u76d6\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u62df\u5408\u4e0e\u5b8f\u89c2CFD\u6d41\u573a\u6a21\u62df\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u578b\u7ec4\u6210\u4e0e\u65b9\u6cd5\u9009\u578b\n\n### 1. \u5fae\u89c2\u5c3a\u5ea6\uff1a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u7ed3\u5408\u5d4c\u5165\u5f0f\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u52bf\u80fd\u6a21\u578b\uff0c\u83b7\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u7269\u6027\u53c2\u6570\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6280\u672f\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u52a8\u6001\u63d0\u4f9b\u5b8f\u89c2CFD\u6a21\u578b\u6240\u9700\u7269\u6027\u53c2\u6570\u3002\n\n### 2. \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u62df\u5408\n\n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u8865\u5168\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u6ee1\u8db3\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u7269\u7406\u89c4\u5f8b\u3002 \n- \u6784\u5efa\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff0c\u4fdd\u969c\u9884\u5904\u7406\u6570\u636e\u8d28\u91cf\uff0c\u652f\u6301\u5b9e\u65f6\u53c2\u6570\u66f4\u65b0\u3002\n\n### 3. \u5b8f\u89c2\u5c3a\u5ea6\uff1aCFD\u6d41\u573a\u6a21\u62df\u4e0e\u591a\u7269\u7406\u8026\u5408\n\n- \u6570\u503c\u65b9\u6cd5\uff1a\u4ee5\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u53ca\u6d41\u56fa\u8026\u5408\u95ee\u9898\u3002 \n- \u6e4d\u6d41\u6a21\u578b\uff1a\u91c7\u7528RANS+LES\u6df7\u5408\u7b56\u7565 \n - RANS\u7528\u4e8e\u6574\u4f53\u7a33\u6001\u6d41\u573a\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\u3002 \n - LES\u805a\u7126\u8239\u4f53\u5c3e\u6d41\u5206\u79bb\u533a\u548c\u6da1\u6d41\u5f3a\u70c8\u533a\uff0c\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df\uff1a\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002 \n- \u8fb9\u754c\u6761\u4ef6\uff1a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3001\u6d41\u901f\u573a\u53ca\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\n\n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53d8\u5316\u3002 \n- **\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565**\uff1a \n - \u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\uff0c\u91c7\u7528\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u907f\u514d\u6b65\u957f\u4e0d\u5339\u914d\u5bfc\u81f4\u7684\u6570\u503c\u632f\u8361\u6216\u53d1\u6563\u3002 \n - \u901a\u8fc7\u8026\u5408\u63a5\u53e3\u76d1\u63a7\u8ba1\u7b97\u6536\u655b\u6027\u4e0e\u7a33\u5b9a\u6027\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u4fdd\u969c\u6574\u4f53\u8026\u5408\u8ba1\u7b97\u7684\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n### 5. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\n\n- **LES\u533a\u57df\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408**\uff1a \n - \u5728LES\u5173\u952e\u533a\u57df\u91c7\u7528AMR\u6280\u672f\u63d0\u5347\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u4fdd\u8bc1\u6e4d\u6d41\u7ed3\u6784\u6355\u6349\u7684\u7ec6\u8282\u7cbe\u5ea6\u3002 \n - \u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u6a21\u62df\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u6280\u672f\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u4e0e\u8bbe\u8ba1\u51b3\u7b56\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n## \u4e09\u3001\u5173\u952e\u53c2\u6570\u5b9a\u4e49\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u53c2\u6570 | \u63cf\u8ff0\u4e0e\u4f5c\u7528 |\n|----------------|-----------------------------|----------------------------------------------|\n| \u70ed\u7269\u6027\u53c2\u6570 | \u5bc6\u5ea6\u03c1(T,P) | \u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\uff0c\u52a8\u6001\u8f93\u5165CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u7269\u7406\u771f\u5b9e\u6027\u3002 |\n| | \u52a8\u529b\u7c98\u5ea6\u03bc(T,P) | \u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\uff0c\u53cd\u6620\u6d41\u4f53\u7c98\u6027\u7279\u6027\u3002 |\n| | \u6bd4\u70ed\u5bb9Cp(T) | \u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 |\n| | \u81ea\u7531\u80fdF(T,V) | \u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u3002 |\n| \u6d41\u573a\u53c2\u6570 | \u901f\u5ea6\u573au(x,y,z,t) | \u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u6570\u636e\u548cCFD\u8ba1\u7b97\u3002 |\n| | \u538b\u529b\u573ap(x,y,z,t) | \u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\uff0c\u8fb9\u754c\u6761\u4ef6\u5173\u952e\u3002 |\n| | \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u3001\u03c9\uff08RANS\uff09\u53ca\u5927\u5c3a\u5ea6\u6da1\u65cb\uff08LES\uff09 | \u6355\u6349\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 |\n| \u8fb9\u754c\u6761\u4ef6 | \u8239\u4f53\u8868\u9762\u538b\u529b\u53ca\u6d41\u901f | \u9884\u5904\u7406\u6570\u636e\u63d0\u4f9b\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002 |\n| | \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81 | VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\uff0c\u6a21\u62df\u6ce2\u6d6a\u52a8\u6001\u3002 |\n| | \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6 | \u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u6570\u636e\u9a71\u52a8\uff0c\u786e\u4fdd\u70ed\u6d41\u8026\u5408\u3002 |\n| \u8026\u5408\u53c2\u6570 | \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570 | \u591a\u7269\u7406\u573a\u8026\u5408\u5173\u952e\u53c2\u6570\uff0c\u6a21\u62df\u7ed3\u6784\u54cd\u5e94\u3002 |\n| | \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387 | \u7ed3\u5408\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4fdd\u8bc1\u6a21\u62df\u7a33\u5b9a\u6027\u53ca\u5b9e\u65f6\u6027\u3002 |\n| | \u4e0d\u786e\u5b9a\u6027\u9608\u503c | \u63a7\u5236\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u98ce\u9669\u7ba1\u7406\u3002 |\n\n---\n\n## \u56db\u3001\u6a21\u578b\u6784\u5efa\u53ca\u5b9e\u65bd\u6d41\u7a0b\u5efa\u8bae\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u8f93\u5165\u6570\u636e\u7269\u7406\u4e00\u81f4\u3002 \n2. **\u7f51\u683c\u5212\u5206\u4e0e\u6a21\u578b\u642d\u5efa** \n - \u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f\uff0c\u91cd\u70b9\u7ec6\u5316LES\u533a\u57df\u3002 \n3. **\u6a21\u578b\u96c6\u6210** \n - \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u5f02\u5e38\u68c0\u6d4b\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u4f53\u3001\u70ed\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u5b9e\u65bd\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u4fdd\u969c\u8026\u5408\u8ba1\u7b97\u7a33\u5b9a\u6027\u3002 \n4. **\u521d\u6b65\u6a21\u62df\u4e0e\u9a8c\u8bc1** \n - \u5148\u7528RANS\u8fdb\u884c\u6574\u4f53\u7a33\u6001\u6a21\u62df\uff0c\u540e\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08PIV\u3001\u538b\u529b\u4f20\u611f\u5668\u7b49\uff09\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u3002 \n5. **\u4f18\u5316\u8fed\u4ee3** \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u6570\u636e\u91c7\u96c6\u7b56\u7565\u3002 \n - \u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u624b\u6bb5\uff08\u4ee3\u7406\u6a21\u578b\u3001GPU\u52a0\u901f\uff09\u63d0\u5347\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n## \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6a21\u62df\uff0c\u63d0\u5347\u6a21\u62df\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u548c\u5b9e\u65f6\u52a8\u6001\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\uff0c\u652f\u6301\u5236\u9020\u5de5\u827a\u6539\u8fdb\u548c\u6027\u80fd\u63d0\u5347\u3002 \n- \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u548c\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u5b9e\u73b0\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6700\u4f18\u5229\u7528\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u6280\u672f\u8c03\u7814\uff0c\u878d\u5408\u56e2\u961f\u4e13\u5bb6\u610f\u89c1\u7684\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6700\u7ec8\u7248\u672c\uff0c\u5177\u5907\u9ad8\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u9c81\u68d2\u6027\u53ca\u8ba1\u7b97\u6548\u7387\uff0c\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u4f18\u5316\u7684\u540e\u7eed\u5f00\u53d1\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1", + "InputName_List": [ + "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ], + "OutputName": "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "chatLog": [], + "inputObject_Record": [ + { + "\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b": "---\n\n# \u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff08\u6700\u7ec8\u7248\uff09\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n\u57fa\u4e8e\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u6df7\u5408\u6a21\u62df\u6846\u67b6\uff0c\u6db5\u76d6\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u62df\u5408\u4e0e\u5b8f\u89c2CFD\u6d41\u573a\u6a21\u62df\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u578b\u7ec4\u6210\u4e0e\u65b9\u6cd5\u9009\u578b\n\n### 1. \u5fae\u89c2\u5c3a\u5ea6\uff1a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u7ed3\u5408\u5d4c\u5165\u5f0f\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u52bf\u80fd\u6a21\u578b\uff0c\u83b7\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u7269\u6027\u53c2\u6570\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6280\u672f\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u5e26\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u52a8\u6001\u63d0\u4f9b\u5b8f\u89c2CFD\u6a21\u578b\u6240\u9700\u7269\u6027\u53c2\u6570\u3002\n\n### 2. \u4e2d\u89c2\u5c3a\u5ea6\uff1a\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6570\u636e\u5904\u7406\u4e0e\u53c2\u6570\u62df\u5408\n\n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u8865\u5168\u53ca\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u3002 \n- \u8bbe\u8ba1\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u6ee1\u8db3\u70ed\u529b\u5b66\u548c\u6d41\u4f53\u529b\u5b66\u57fa\u672c\u7269\u7406\u89c4\u5f8b\u3002 \n- \u6784\u5efa\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff0c\u4fdd\u969c\u9884\u5904\u7406\u6570\u636e\u8d28\u91cf\uff0c\u652f\u6301\u5b9e\u65f6\u53c2\u6570\u66f4\u65b0\u3002\n\n### 3. \u5b8f\u89c2\u5c3a\u5ea6\uff1aCFD\u6d41\u573a\u6a21\u62df\u4e0e\u591a\u7269\u7406\u8026\u5408\n\n- \u6570\u503c\u65b9\u6cd5\uff1a\u4ee5\u6709\u9650\u4f53\u79ef\u6cd5\uff08FVM\uff09\u4e3a\u4e3b\uff0c\u7ed3\u5408\u6709\u9650\u5143\u6cd5\uff08FEM\uff09\u5904\u7406\u590d\u6742\u8fb9\u754c\u53ca\u6d41\u56fa\u8026\u5408\u95ee\u9898\u3002 \n- \u6e4d\u6d41\u6a21\u578b\uff1a\u91c7\u7528RANS+LES\u6df7\u5408\u7b56\u7565 \n - RANS\u7528\u4e8e\u6574\u4f53\u7a33\u6001\u6d41\u573a\u6a21\u62df\uff0c\u4fdd\u8bc1\u8ba1\u7b97\u6548\u7387\u3002 \n - LES\u805a\u7126\u8239\u4f53\u5c3e\u6d41\u5206\u79bb\u533a\u548c\u6da1\u6d41\u5f3a\u70c8\u533a\uff0c\u6355\u6349\u77ac\u6001\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u8868\u9762\u6a21\u62df\uff1a\u91c7\u7528VOF\u6216Level Set\u65b9\u6cd5\uff0c\u7ed3\u5408CFD\u6846\u67b6\u5b9e\u73b0\u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u53ca\u591a\u76f8\u754c\u9762\u52a8\u6001\u6a21\u62df\u3002 \n- \u8fb9\u754c\u6761\u4ef6\uff1a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3001\u6d41\u901f\u573a\u53ca\u6e29\u5ea6\u573a\u6570\u636e\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\n\n- \u6d41\u4f53\u52a8\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u8026\u5408\uff0c\u6a21\u62df\u6d41\u56fa\u76f8\u4e92\u4f5c\u7528\uff0c\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u3002 \n- \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u81f3\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\uff0c\u5b9e\u73b0\u6e29\u5ea6\u573a\u4e0e\u6d41\u573a\u8026\u5408\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53d8\u5316\u3002 \n- **\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565**\uff1a \n - \u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\uff0c\u91c7\u7528\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u907f\u514d\u6b65\u957f\u4e0d\u5339\u914d\u5bfc\u81f4\u7684\u6570\u503c\u632f\u8361\u6216\u53d1\u6563\u3002 \n - \u901a\u8fc7\u8026\u5408\u63a5\u53e3\u76d1\u63a7\u8ba1\u7b97\u6536\u655b\u6027\u4e0e\u7a33\u5b9a\u6027\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u4fdd\u969c\u6574\u4f53\u8026\u5408\u8ba1\u7b97\u7684\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n### 5. \u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\n\n- **LES\u533a\u57df\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u4e0e\u4ee3\u7406\u6a21\u578b\u7ed3\u5408**\uff1a \n - \u5728LES\u5173\u952e\u533a\u57df\u91c7\u7528AMR\u6280\u672f\u63d0\u5347\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u4fdd\u8bc1\u6e4d\u6d41\u7ed3\u6784\u6355\u6349\u7684\u7ec6\u8282\u7cbe\u5ea6\u3002 \n - \u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u6a21\u62df\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 \n- \u5229\u7528\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u6280\u672f\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u6807\u6ce8\u5173\u952e\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u4e0e\u8bbe\u8ba1\u51b3\u7b56\u3002 \n- \u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n## \u4e09\u3001\u5173\u952e\u53c2\u6570\u5b9a\u4e49\n\n| \u53c2\u6570\u7c7b\u522b | \u5177\u4f53\u53c2\u6570 | \u63cf\u8ff0\u4e0e\u4f5c\u7528 |\n|----------------|-----------------------------|----------------------------------------------|\n| \u70ed\u7269\u6027\u53c2\u6570 | \u5bc6\u5ea6\u03c1(T,P) | \u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\uff0c\u52a8\u6001\u8f93\u5165CFD\u6a21\u578b\uff0c\u4fdd\u8bc1\u7269\u7406\u771f\u5b9e\u6027\u3002 |\n| | \u52a8\u529b\u7c98\u5ea6\u03bc(T,P) | \u7ed3\u5408\u5b9e\u9a8c\u548c\u6570\u503c\u6a21\u62df\uff0c\u53cd\u6620\u6d41\u4f53\u7c98\u6027\u7279\u6027\u3002 |\n| | \u6bd4\u70ed\u5bb9Cp(T) | \u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u542b\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7528\u4e8e\u70ed\u4f20\u9012\u8ba1\u7b97\u3002 |\n| | \u81ea\u7531\u80fdF(T,V) | \u8f85\u52a9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u8fc7\u7a0b\u6a21\u62df\uff0c\u52a8\u6001\u53cd\u9988\u3002 |\n| \u6d41\u573a\u53c2\u6570 | \u901f\u5ea6\u573au(x,y,z,t) | \u4e09\u7ef4\u975e\u5b9a\u5e38\u6d41\u573a\u901f\u5ea6\u5206\u5e03\uff0c\u7ed3\u5408PIV\u6570\u636e\u548cCFD\u8ba1\u7b97\u3002 |\n| | \u538b\u529b\u573ap(x,y,z,t) | \u8239\u4f53\u8868\u9762\u53ca\u5468\u56f4\u6d41\u573a\u538b\u529b\uff0c\u8fb9\u754c\u6761\u4ef6\u5173\u952e\u3002 |\n| | \u6e4d\u6d41\u53c2\u6570k\u3001\u03b5\u3001\u03c9\uff08RANS\uff09\u53ca\u5927\u5c3a\u5ea6\u6da1\u65cb\uff08LES\uff09 | \u6355\u6349\u6e4d\u6d41\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002 |\n| \u8fb9\u754c\u6761\u4ef6 | \u8239\u4f53\u8868\u9762\u538b\u529b\u53ca\u6d41\u901f | \u9884\u5904\u7406\u6570\u636e\u63d0\u4f9b\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002 |\n| | \u81ea\u7531\u8868\u9762\u6ce2\u6d6a\u7279\u5f81 | VOF/Level Set\u65b9\u6cd5\u5b9a\u4e49\uff0c\u6a21\u62df\u6ce2\u6d6a\u52a8\u6001\u3002 |\n| | \u6e29\u5ea6\u573a\u521d\u59cb\u5206\u5e03\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6 | \u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u6570\u636e\u9a71\u52a8\uff0c\u786e\u4fdd\u70ed\u6d41\u8026\u5408\u3002 |\n| \u8026\u5408\u53c2\u6570 | \u6d41\u56fa\u8026\u5408\u521a\u5ea6\u548c\u963b\u5c3c\u7cfb\u6570 | \u591a\u7269\u7406\u573a\u8026\u5408\u5173\u952e\u53c2\u6570\uff0c\u6a21\u62df\u7ed3\u6784\u54cd\u5e94\u3002 |\n| | \u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u9891\u7387 | \u7ed3\u5408\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4fdd\u8bc1\u6a21\u62df\u7a33\u5b9a\u6027\u53ca\u5b9e\u65f6\u6027\u3002 |\n| | \u4e0d\u786e\u5b9a\u6027\u9608\u503c | \u63a7\u5236\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7f6e\u4fe1\u5ea6\uff0c\u8f85\u52a9\u98ce\u9669\u7ba1\u7406\u3002 |\n\n---\n\n## \u56db\u3001\u6a21\u578b\u6784\u5efa\u53ca\u5b9e\u65bd\u6d41\u7a0b\u5efa\u8bae\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u5efa\u7acb\u9ad8\u8d28\u91cf\u7269\u6027\u53c2\u6570\u5e93\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u786e\u4fdd\u8f93\u5165\u6570\u636e\u7269\u7406\u4e00\u81f4\u3002 \n2. **\u7f51\u683c\u5212\u5206\u4e0e\u6a21\u578b\u642d\u5efa** \n - \u6784\u5efaCFD\u8ba1\u7b97\u7f51\u683c\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f\uff0c\u91cd\u70b9\u7ec6\u5316LES\u533a\u57df\u3002 \n3. **\u6a21\u578b\u96c6\u6210** \n - \u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u5f02\u5e38\u68c0\u6d4b\u3002 \n - \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u5b9e\u73b0\u6d41\u4f53\u3001\u70ed\u529b\u5b66\u4e0e\u7ed3\u6784\u529b\u5b66\u7684\u7d27\u5bc6\u8026\u5408\u3002 \n - \u5b9e\u65bd\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\uff0c\u4fdd\u969c\u8026\u5408\u8ba1\u7b97\u7a33\u5b9a\u6027\u3002 \n4. **\u521d\u6b65\u6a21\u62df\u4e0e\u9a8c\u8bc1** \n - \u5148\u7528RANS\u8fdb\u884c\u6574\u4f53\u7a33\u6001\u6a21\u62df\uff0c\u540e\u9488\u5bf9\u5173\u952e\u533a\u57df\u5207\u6362LES\u5c40\u90e8\u9ad8\u7cbe\u5ea6\u6a21\u62df\u3002 \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08PIV\u3001\u538b\u529b\u4f20\u611f\u5668\u7b49\uff09\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\uff0c\u8c03\u6574\u53c2\u6570\u4f18\u5316\u3002 \n5. **\u4f18\u5316\u8fed\u4ee3** \n - \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u6570\u636e\u91c7\u96c6\u7b56\u7565\u3002 \n - \u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u624b\u6bb5\uff08\u4ee3\u7406\u6a21\u578b\u3001GPU\u52a0\u901f\uff09\u63d0\u5347\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n## \u4e94\u3001\u9884\u671f\u6548\u679c\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u52a8\u6001\u975e\u5e73\u8861\u8026\u5408\u6a21\u62df\uff0c\u63d0\u5347\u6a21\u62df\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u8bbe\u8ba1\u4f18\u5316\u9700\u6c42\u3002 \n- \u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u4fdd\u969c\u548c\u5b9e\u65f6\u52a8\u6001\u53c2\u6570\u66f4\u65b0\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u9884\u6d4b\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\uff0c\u652f\u6301\u5236\u9020\u5de5\u827a\u6539\u8fdb\u548c\u6027\u80fd\u63d0\u5347\u3002 \n- \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u548c\u4ee3\u7406\u6a21\u578b\u7ed3\u5408\u5b9e\u73b0\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6700\u4f18\u5229\u7528\u3002\n\n---\n\n\u4ee5\u4e0a\u5373\u4e3a\u57fa\u4e8e\u9884\u5904\u7406\u6570\u636e\u548c\u6280\u672f\u8c03\u7814\uff0c\u878d\u5408\u56e2\u961f\u4e13\u5bb6\u610f\u89c1\u7684\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6700\u7ec8\u7248\u672c\uff0c\u5177\u5907\u9ad8\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u9c81\u68d2\u6027\u53ca\u8ba1\u7b97\u6548\u7387\uff0c\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u4f18\u5316\u7684\u540e\u7eed\u5f00\u53d1\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a": "\u4e00\u3001\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u9762\u4e34\u7684\u4e3b\u8981\u96be\u9898\n\n1. \u591a\u76f8\u6d41\u4e0e\u81ea\u7531\u754c\u9762\u52a8\u529b\u5b66\u7684\u590d\u6742\u6027 \n\u8239\u8236\u5728\u6c34\u4e2d\u8fd0\u52a8\u6d89\u53ca\u6db2-\u6c14\u591a\u76f8\u6d41\uff0c\u5b58\u5728\u52a8\u6001\u53d8\u5316\u7684\u81ea\u7531\u6db2\u9762\uff08\u6ce2\u6d6a\u7b49\uff09\uff0c\u754c\u9762\u5f62\u6001\u975e\u7ebf\u6027\u5f3a\uff0c\u4f34\u968f\u76f8\u53d8\u548c\u6eb6\u8d28\u6269\u6563\uff0c\u5bfc\u81f4\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\u6c42\u89e3\u56f0\u96be\u3002\u754c\u9762\u81ea\u7531\u80fd\u548c\u71b5\u4ea7\u751f\u7684\u975e\u5747\u5300\u5206\u5e03\u5bf9\u754c\u9762\u52a8\u529b\u5b66\u5f71\u54cd\u663e\u8457\uff0c\u9700\u7cbe\u786e\u6355\u6349\u754c\u9762\u5f20\u529b\u53ca\u70ed\u529b\u5b66\u975e\u5e73\u8861\u6548\u5e94\u3002\n\n2. \u9ad8\u96f7\u8bfa\u6570\u6e4d\u6d41\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\u96be\u9898 \n\u8239\u4f53\u5468\u56f4\u6d41\u573a\u591a\u4e3a\u6e4d\u6d41\uff0c\u6e4d\u6d41\u7684\u591a\u5c3a\u5ea6\u975e\u7ebf\u6027\u7279\u5f81\u4f7f\u5f97\u76f4\u63a5\u6570\u503c\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\u3002\u6e4d\u6d41\u6a21\u578b\u9700\u517c\u987e\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u5408\u7406\u53cd\u6620\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u8fc7\u7a0b\uff0c\u4fdd\u8bc1\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n3. \u70ed\u529b\u5b66\u975e\u5e73\u8861\u6001\u4e0b\u591a\u7269\u7406\u573a\u8026\u5408\u6311\u6218 \n\u6e29\u5ea6\u68af\u5ea6\u3001\u6210\u5206\u68af\u5ea6\u53ca\u70ed\u4ea4\u6362\u5bfc\u81f4\u6d41\u4f53\u5c40\u90e8\u70ed\u529b\u5b66\u72b6\u6001\u8fdc\u79bb\u5e73\u8861\uff0c\u4f20\u7edf\u5e73\u8861\u6001\u6a21\u578b\u5931\u6548\u3002\u9700\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7406\u8bba\uff0c\u6784\u5efa\u6db5\u76d6\u81ea\u7531\u80fd\u6cdb\u51fd\u548c\u71b5\u4ea7\u751f\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u578b\uff0c\u5b9e\u73b0\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u53ca\u5316\u5b66\u53cd\u5e94\u7684\u7d27\u5bc6\u8026\u5408\u3002\n\n4. \u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u5efa\u6a21\u4e0e\u52a8\u6001\u66f4\u65b0\u96be\u9898 \n\u6db2\u6001\u91d1\u5c5e\u53ca\u590d\u6742\u6d77\u6c34\u4f53\u7cfb\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6bd4\u70ed\u5bb9\u3001\u71b5\u3001\u7113\u3001\u81ea\u7531\u80fd\uff09\u968f\u6e29\u5ea6\u3001\u538b\u529b\u3001\u6210\u5206\u975e\u7ebf\u6027\u53d8\u5316\uff0c\u4f20\u7edf\u7ecf\u9a8c\u516c\u5f0f\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002\u70ed\u529b\u5b66\u53c2\u6570\u9700\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7b2c\u4e00\u6027\u539f\u7406\u7b49\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6cd5\u8ba1\u7b97\uff0c\u5e76\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u53c2\u6570\u5316\uff0c\u652f\u6301\u6570\u503c\u6a21\u62df\u4e2d\u52a8\u6001\u5b9e\u65f6\u66f4\u65b0\u3002\n\n5. \u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\u6784\u5efa\u4e0e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u4fdd\u969c\u96be\u70b9 \n\u5fae\u89c2\u5206\u5b50\u7ed3\u6784\u51b3\u5b9a\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u4f46\u76f4\u63a5\u5206\u5b50\u6a21\u62df\u8ba1\u7b97\u6210\u672c\u6781\u9ad8\u3002\u5982\u4f55\u5728\u4fdd\u8bc1\u80fd\u91cf\u8017\u6563\u548c\u71b5\u4ea7\u751f\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u5206\u5b50\u5c3a\u5ea6\u4fe1\u606f\u5411\u5b8f\u89c2\u5c3a\u5ea6\u7684\u6709\u6548\u964d\u9636\u6620\u5c04\uff0c\u662f\u5173\u952e\u6280\u672f\u96be\u9898\u3002\n\n6. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u63cf\u8ff0\u4e0e\u81ea\u9002\u5e94\u5904\u7406\u590d\u6742\u6027 \n\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7279\u6027\u53ca\u6d41\u4f53-\u56fa\u4f53\u754c\u9762\u70ed\u529b\u5b66\u4ea4\u6362\u8fc7\u7a0b\u65f6\u7a7a\u53d8\u5316\u590d\u6742\uff0c\u8fb9\u754c\u6761\u4ef6\u96be\u4ee5\u51c6\u786e\u63cf\u8ff0\u3002\u9700\u7ed3\u5408\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u8bbe\u8ba1\u81ea\u9002\u5e94\u8fb9\u754c\u6761\u4ef6\u6a21\u578b\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u7f51\u683c\u548c\u8fb9\u754c\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n7. \u8ba1\u7b97\u8d44\u6e90\u4e0e\u6548\u7387\u7684\u77db\u76fe \n\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u8ba1\u7b97\u91cf\u5de8\u5927\uff0c\u9700\u9ad8\u6027\u80fd\u8ba1\u7b97\u6280\u672f\u652f\u6301\u3002\u5982\u4f55\u4f18\u5316\u5e76\u884c\u7b97\u6cd5\u3001\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u548c\u901a\u4fe1\u6548\u7387\uff0c\u662f\u63d0\u5347\u6a21\u62df\u6548\u7387\u7684\u5173\u952e\u3002\n\n\u4e8c\u3001\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u4f18\u5316\u9700\u6c42\u4e0e\u5b9e\u73b0\u8def\u5f84\n\n1. \u5efa\u7acb\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u6846\u67b6 \n- \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u4e0e\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u6784\u5efa\u53c2\u6570\u5316\u81ea\u7531\u80fd\u51fd\u6570\u548c\u72b6\u6001\u65b9\u7a0b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u9884\u6d4b\u548c\u6570\u503c\u6807\u5b9a\u3002 \n- \u8bbe\u8ba1\u4e2d\u95f4\u5c3a\u5ea6\u6a21\u578b\u4f5c\u4e3a\u6865\u6881\uff0c\u5b9e\u73b0\u5fae\u89c2\u4fe1\u606f\u5411\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u65e0\u7f1d\u4f20\u9012\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\u4fdd\u8bc1\u975e\u7ebf\u6027\u8026\u5408\u548c\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n2. \u8bbe\u8ba1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5f3a\u7684\u7ed3\u6784\u4fdd\u6301\u578b\u591a\u7269\u7406\u573a\u8026\u5408\u6570\u503c\u7b97\u6cd5 \n- \u91c7\u7528\u80fd\u91cf\u7a33\u5b9a\u548c\u71b5\u7a33\u5b9a\u7684\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u6570\u503c\u89e3\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u7ed3\u5408\u76f8\u573a\u6a21\u578b\u53ca\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u3001\u7a7a\u95f4\u7f51\u683c\uff0c\u52a8\u6001\u8c03\u8282\u591a\u76f8\u6d41\u754c\u9762\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n- \u5f15\u5165\u70ed\u529b\u5b66\u4fee\u6b63\u7684\u6e4d\u6d41\u6a21\u578b\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u3002\n\n3. \u5b9e\u73b0\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u7684\u9ad8\u5206\u8fa8\u7387\u81ea\u9002\u5e94\u5904\u7406\u4e0e\u9ad8\u6027\u80fd\u8ba1\u7b97\u878d\u5408 \n- \u5229\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u52a8\u6001\u8c03\u6574\u8fb9\u754c\u53ca\u754c\u9762\u533a\u57df\u7684\u8ba1\u7b97\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u8bbe\u8ba1\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u7684\u8fb9\u754c\u70ed\u529b\u5b66\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u8fb9\u754c\u53c2\u6570\u5b9e\u65f6\u66f4\u65b0\u3002 \n- \u91c7\u7528GPU\u52a0\u901f\u548c\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff08MPI+OpenMP/CUDA\uff09\u4f18\u5316\u8ba1\u7b97\u8d1f\u8f7d\u5206\u5e03\u548c\u901a\u4fe1\u6548\u7387\uff0c\u6ee1\u8db3\u5927\u89c4\u6a21\u6a21\u62df\u9700\u6c42\u3002\n\n4. \u878d\u5408\u5b9e\u9a8c\u6570\u636e\u4e0e\u6570\u503c\u6a21\u62df\uff0c\u6784\u5efa\u52a8\u6001\u6821\u51c6\u4e0e\u53c2\u6570\u4f18\u5316\u5e73\u53f0 \n- \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u878d\u5408\u5e73\u53f0\uff0c\u91c7\u7528\u6570\u636e\u540c\u5316\u6280\u672f\uff08\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\uff09\u5b9e\u73b0\u6a21\u578b\u53c2\u6570\u5728\u7ebf\u6821\u51c6\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u8f85\u52a9\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u63d0\u5347\u6cdb\u5316\u80fd\u529b\u3002 \n- \u6784\u5efa\u9002\u7528\u4e8e\u8239\u8236\u5236\u9020\u5de5\u51b5\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u591a\u5de5\u51b5\u5feb\u901f\u67e5\u8be2\u4e0e\u52a8\u6001\u66f4\u65b0\u3002\n\n5. \u6784\u5efa\u6a21\u5757\u5316\u3001\u53ef\u6269\u5c55\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u6846\u67b6 \n- \u652f\u6301\u6d41\u4f53\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u76f8\u53d8\u3001\u5316\u5b66\u53cd\u5e94\u7b49\u5b50\u6a21\u578b\u7684\u7075\u6d3b\u7ec4\u5408\u4e0e\u8026\u5408\u3002 \n- \u91c7\u7528\u677e\u8026\u5408\u4e0e\u7d27\u8026\u5408\u76f8\u7ed3\u5408\u7684\u6570\u503c\u6c42\u89e3\u7b56\u7565\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u7269\u7406\u51c6\u786e\u6027\u3002 \n- \u4e25\u683c\u63a7\u5236\u80fd\u91cf\u548c\u71b5\u4f20\u9012\uff0c\u786e\u4fdd\u6574\u4f53\u7cfb\u7edf\u6ee1\u8db3\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u63d0\u9ad8\u6a21\u62df\u7269\u7406\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002\n\n6. \u63d0\u5347\u6a21\u578b\u9002\u5e94\u8239\u8236\u5236\u9020\u590d\u6742\u73af\u5883\u7684\u53ef\u64cd\u4f5c\u6027 \n- \u8bbe\u8ba1\u6a21\u5757\u5316\u7269\u7406\u6a21\u578b\u6846\u67b6\uff0c\u4fbf\u4e8e\u96c6\u6210\u4e0d\u540c\u5c3a\u5ea6\u548c\u7269\u7406\u8fc7\u7a0b\u5b50\u6a21\u578b\u3002 \n- \u7ed3\u5408\u5236\u9020\u5de5\u51b5\u5efa\u7acb\u591a\u5de5\u51b5\u3001\u591a\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u5feb\u901f\u53c2\u6570\u8c03\u7528\u548c\u52a8\u6001\u6821\u51c6\u3002 \n- 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+ } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u51fa\u4f18\u5316\u6a21\u578b\u7ed3\u6784\u548c\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u4ee5\u63d0\u9ad8\u6a21\u62df\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u7684\u590d\u6742\u6027\u548c\u9ad8\u6027\u80fd\u9700\u6c42\uff0c\u63d0\u51fa\u4ee5\u4e0b\u9488\u5bf9\u6a21\u578b\u7ed3\u6784\u548c\u53c2\u6570\u7684\u4f18\u5316\u65b9\u6848\uff0c\u65e8\u5728\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u51c6\u786e\u6027\uff1a\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u7ed3\u6784\u4f18\u5316\u65b9\u6848\n\n### 1. \u591a\u5c3a\u5ea6\u8026\u5408\u67b6\u6784\u5f3a\u5316\u4e0e\u964d\u9636\u6a21\u578b\u96c6\u6210\n- **\u5f15\u5165\u591a\u5c3a\u5ea6\u964d\u9636\u6a21\u578b\uff08Reduced-Order Models, ROM\uff09** \n - \u9488\u5bf9\u5fae\u89c2\u5c3a\u5ea6\u7684\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u4e2d\u89c2\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5f00\u53d1\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff0c\u51cf\u5c11\u8ba1\u7b97\u91cf\u540c\u65f6\u4fdd\u6301\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n - \u5229\u7528Heterogeneous Multiscale Methods\uff08HMM\uff09\u5b9e\u73b0\u5fae\u89c2\u4e0e\u5b8f\u89c2\u4fe1\u606f\u7684\u9ad8\u6548\u4f20\u9012\uff0c\u786e\u4fdd\u81ea\u7531\u80fd\u548c\u71b5\u4ea7\u751f\u7684\u51c6\u786e\u6620\u5c04\u3002 \n- **\u6a21\u5757\u5316\u63a5\u53e3\u6807\u51c6\u5316** \n - \u8bbe\u8ba1\u7edf\u4e00\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u7075\u6d3b\u66ff\u6362\u548c\u5347\u7ea7\u5404\u5b50\u6a21\u578b\uff0c\u4fbf\u4e8e\u96c6\u6210\u65b0\u7b97\u6cd5\u548c\u9ad8\u6548\u6570\u503c\u683c\u5f0f\u3002 \n\n### 2. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u4e0e\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\u4f18\u5316\n- **\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u7684\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u66f4\u65b0\u673a\u5236** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u53cd\u9988\uff0c\u8bbe\u8ba1\u8fb9\u754c\u6761\u4ef6\u81ea\u52a8\u8c03\u6574\u7b97\u6cd5\uff0c\u5b9e\u65f6\u53cd\u6620\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7b49\u53d8\u5316\u5bf9\u6d41\u56fa\u8026\u5408\u7684\u5f71\u54cd\u3002 \n- **\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u7b56\u7565\u4f18\u5316** \n - \u52a0\u5f3aLES\u533a\u57df\u7684\u7f51\u683c\u52a8\u6001\u52a0\u5bc6\uff0c\u7ed3\u5408\u6e4d\u6d41\u5f3a\u5ea6\u548c\u754c\u9762\u52a8\u529b\u5b66\u6307\u6807\u81ea\u52a8\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u964d\u4f4e\u975e\u5173\u952e\u533a\u57df\u8ba1\u7b97\u8d1f\u62c5\u3002 \n\n### 3. \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\u6539\u8fdb\n- **\u591a\u7ea7\u65f6\u95f4\u5c3a\u5ea6\u8026\u5408\u4f18\u5316** \n - \u7ed3\u5408\u6d41\u573a\u53d8\u5316\u901f\u7387\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u66f4\u65b0\u9891\u7387\uff0c\u8bbe\u8ba1\u66f4\u7cbe\u7ec6\u7684\u65f6\u95f4\u6b65\u957f\u8c03\u8282\u673a\u5236\uff0c\u907f\u514d\u6570\u503c\u632f\u8361\uff0c\u63d0\u9ad8\u7a33\u5b9a\u6027\u3002 \n- **\u8bef\u5dee\u4f30\u8ba1\u9a71\u52a8\u7684\u65f6\u95f4\u6b65\u957f\u8c03\u6574** \n - \u5f15\u5165\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u4f30\u8ba1\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u5b9e\u73b0\u7cbe\u5ea6\u4e0e\u6548\u7387\u7684\u5e73\u8861\u3002 \n\n### 4. \u673a\u5668\u5b66\u4e60\u6a21\u5757\u589e\u5f3a\u4e0e\u96c6\u6210\n- **\u7269\u7406\u7ea6\u675f\u5f3a\u5316\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b** \n - \u91c7\u7528\u7269\u7406\u5d4c\u5165\u5f0f\u635f\u5931\u51fd\u6570\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002 \n- **\u5728\u7ebf\u5b66\u4e60\u4e0e\u6a21\u578b\u66f4\u65b0\u673a\u5236** \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u540c\u5316\u6280\u672f\uff0c\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5728\u7ebf\u52a8\u6001\u6821\u51c6\u4e0e\u53c2\u6570\u4f18\u5316\uff0c\u589e\u5f3a\u6a21\u578b\u9002\u5e94\u6027\u3002 \n\n---\n\n## \u4e8c\u3001\u5173\u952e\u53c2\u6570\u4f18\u5316\u65b9\u6848\n\n### 1. \u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u4e0e\u4e0d\u786e\u5b9a\u6027\u63a7\u5236\n- **\u591a\u6e90\u6570\u636e\u878d\u5408\u6784\u5efa\u9ad8\u7cbe\u5ea6\u52a8\u6001\u7269\u6027\u5e93** \n - \u7ed3\u5408MD\u6a21\u62df\u3001\u5b9e\u9a8c\u6d4b\u91cf\u4e0e\u673a\u5668\u5b66\u4e60\u9884\u6d4b\uff0c\u6784\u5efa\u591a\u5de5\u51b5\u4e0b\u7684\u7269\u6027\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u5b9e\u65f6\u67e5\u8be2\u4e0e\u52a8\u6001\u66f4\u65b0\u3002 \n- **\u4e0d\u786e\u5b9a\u6027\u9608\u503c\u81ea\u9002\u5e94\u8c03\u6574** \n - \u6839\u636e\u6a21\u62df\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u5173\u952e\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u6027\u9608\u503c\uff0c\u4f18\u5316\u98ce\u9669\u63a7\u5236\u4e0e\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002 \n\n### 2. \u6e4d\u6d41\u6a21\u578b\u4e0e\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u63d0\u5347\n- **\u70ed\u529b\u5b66\u4fee\u6b63\u7684RANS+LES\u6df7\u5408\u6e4d\u6d41\u6a21\u578b** \n - \u5f15\u5165\u80fd\u91cf\u8017\u6563\u4e0e\u71b5\u4ea7\u751f\u7684\u7269\u7406\u7ea6\u675f\uff0c\u786e\u4fdd\u6e4d\u6d41\u6a21\u578b\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u63d0\u5347\u5c40\u90e8\u6da1\u65cb\u7ed3\u6784\u6a21\u62df\u7cbe\u5ea6\u3002 \n- **\u5c40\u90e8\u6a21\u578b\u5207\u6362\u673a\u5236** \n - \u6839\u636e\u6d41\u573a\u7279\u5f81\u81ea\u52a8\u5207\u6362RANS\u4e0eLES\u533a\u57df\uff0c\u5b9e\u73b0\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\u7684\u52a8\u6001\u5e73\u8861\u3002 \n\n### 3. \u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u7684\u9ad8\u5206\u8fa8\u7387\u52a8\u6001\u8c03\u6574\n- **\u57fa\u4e8e\u5c40\u90e8\u6d41\u56fa\u8026\u5408\u53cd\u9988\u7684\u8fb9\u754c\u53c2\u6570\u66f4\u65b0** \n - \u5b9e\u65f6\u8c03\u6574\u6d41\u56fa\u8fb9\u754c\u7684\u521a\u5ea6\u3001\u963b\u5c3c\u7cfb\u6570\u53ca\u70ed\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u4fdd\u8bc1\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u7269\u7406\u771f\u5b9e\u6027\u3002 \n\n---\n\n## \u4e09\u3001\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u7b56\u7565\n\n### 1. \u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n- **\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff08MPI+OpenMP/CUDA\uff09\u4f18\u5316** \n - \u4f18\u5316\u8d1f\u8f7d\u5747\u8861\u548c\u901a\u4fe1\u6548\u7387\uff0c\u5145\u5206\u5229\u7528\u591a\u6838CPU\u548cGPU\u8d44\u6e90\uff0c\u63d0\u5347LES\u53ca\u591a\u76f8\u6d41\u6a21\u62df\u6548\u7387\u3002 \n- **\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u534f\u540c\u8ba1\u7b97** \n - \u5728\u975e\u5173\u952e\u533a\u57df\u91c7\u7528\u673a\u5668\u5b66\u4e60\u964d\u9636\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u8ba1\u7b97\uff0c\u51cf\u5c11\u8ba1\u7b97\u91cf\u3002 \n\n### 2. \u81ea\u9002\u5e94\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\n- **\u57fa\u4e8e\u6a21\u62df\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u7684\u8d44\u6e90\u8c03\u5ea6** \n - \u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\u81f3\u8bef\u5dee\u8f83\u5927\u6216\u4e0d\u786e\u5b9a\u6027\u9ad8\u7684\u533a\u57df\uff0c\u5b9e\u73b0\u8ba1\u7b97\u8d44\u6e90\u7684\u6700\u4f18\u5229\u7528\u3002 \n\n---\n\n## \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\n\n1. **\u4f18\u5148\u5b9e\u73b0\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u81ea\u9002\u5e94\u673a\u5236\u4e0e\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u63a7\u5236\uff0c\u89e3\u51b3\u6570\u503c\u7a33\u5b9a\u6027\u74f6\u9888\u3002** \n2. **\u52a0\u5f3a\u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u878d\u5408\uff0c\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u7cbe\u5ea6\u3002** \n3. **\u9010\u6b65\u5f15\u5165\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u8fdb\u884c\u8ba1\u7b97\u6548\u7387\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316\u3002** \n4. **\u5f00\u5c55\u654f\u611f\u6027\u5206\u6790\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u6307\u5bfc\u53c2\u6570\u4f18\u5316\u548c\u8d44\u6e90\u5206\u914d\u7b56\u7565\u3002** \n5. **\u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0\uff0c\u7ed3\u5408\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff0c\u786e\u4fdd\u5927\u89c4\u6a21\u6a21\u62df\u7684\u5b9e\u7528\u6027\u3002** \n\n---\n\n## \u9884\u671f\u6548\u679c\n\n- \u6a21\u578b\u6570\u503c\u7a33\u5b9a\u6027\u663e\u8457\u63d0\u5347\uff0c\u907f\u514d\u56e0\u65f6\u95f4\u6b65\u957f\u548c\u8fb9\u754c\u6761\u4ef6\u4e0d\u5339\u914d\u5bfc\u81f4\u7684\u632f\u8361\u4e0e\u53d1\u6563\u3002 \n- \u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u66f4\u51c6\u786e\uff0c\u589e\u5f3a\u6a21\u62df\u7269\u7406\u771f\u5b9e\u6027\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u590d\u6742\u5de5\u51b5\u4e0b\u7684\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u52a0\u7d27\u5bc6\uff0c\u652f\u6301\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u3002 \n\n---\n\n\u6b64\u4f18\u5316\u65b9\u6848\u57fa\u4e8e\u73b0\u6709\u6a21\u578b\u67b6\u6784\u53ca\u96be\u9898\u5206\u6790\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u540e\u7eed\u8be6\u7ec6\u65b9\u6848\u8bbe\u8ba1\u4e0e\u5b9e\u65bd\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u6b22\u8fce\u56e2\u961f\u6210\u5458\u53cd\u9988\u610f\u89c1\uff0c\u4ee5\u8fdb\u4e00\u6b65\u5b8c\u5584\u65b9\u6848\u7ec6\u8282\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u89d2\u5ea6\uff0c\u63d0\u51fa\u6d41\u4f53\u6a21\u578b\u4e2d\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u548c\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a\uff0c\u4ece\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u6a21\u62df\u6d89\u53ca\u7684\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u76f8\u6d41\u4f53\u7cfb\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u5f3a\u5316\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u70ed\u529b\u5b66\u4e00\u81f4\u6027\uff1a\n\n---\n\n## \u4e00\u3001\u81ea\u7531\u80fdF\u7684\u6539\u8fdb\u5efa\u8bae\n\n1. **\u5f15\u5165\u975e\u5e73\u8861\u6001\u81ea\u7531\u80fd\u6cdb\u51fd** \n - \u4f20\u7edf\u81ea\u7531\u80fdF\u591a\u57fa\u4e8e\u5e73\u8861\u6001\u5047\u8bbe\uff0c\u96be\u4ee5\u51c6\u786e\u63cf\u8ff0\u5c40\u90e8\u975e\u5e73\u8861\u70ed\u529b\u5b66\u8fc7\u7a0b\u3002\u5efa\u8bae\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7406\u8bba\uff08\u5982\u5e7f\u4e49\u683c\u62c9\u65af\u66fc-\u52d2\u8ba9\u5fb7\u6846\u67b6\uff09\uff0c\u6784\u5efa\u542b\u68af\u5ea6\u9879\u548c\u65f6\u95f4\u4f9d\u8d56\u7684\u81ea\u7531\u80fd\u6cdb\u51fd\uff0c\u53cd\u6620\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u71b5\u4ea7\u751f\u5bf9\u81ea\u7531\u80fd\u7684\u8d21\u732e\u3002 \n - \u91c7\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u7ed3\u5408\uff0c\u83b7\u5f97\u5fae\u89c2\u7ed3\u6784\u5bf9\u81ea\u7531\u80fd\u7684\u4fee\u6b63\uff0c\u786e\u4fdd\u5b8f\u89c2\u6a21\u578b\u4e2d\u81ea\u7531\u80fd\u8868\u8fbe\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n2. **\u6e29\u5ea6\u4e0e\u7ec4\u5206\u4f9d\u8d56\u7684\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570** \n - \u62d3\u5c55\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u660e\u786e\u5305\u542b\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u4f53\u79efV\u53ca\u7ec4\u5206\u6d53\u5ea6C\u7684\u8026\u5408\u4f9d\u8d56\uff0c\u652f\u6301\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u53ca\u6d77\u6c34\u4f53\u7cfb\u7684\u590d\u6742\u70ed\u529b\u5b66\u884c\u4e3a\u6a21\u62df\u3002 \n - \u5229\u7528\u673a\u5668\u5b66\u4e60\u62df\u5408\u7684\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u52a8\u6001\u53cd\u9988\u81f3\u5b8f\u89c2\u6d41\u4f53\u6a21\u578b\u3002\n\n---\n\n## \u4e8c\u3001\u71b5S\u53ca\u71b5\u4ea7\u751f\u7684\u5efa\u6a21\u6539\u8fdb\n\n1. **\u71b5\u4ea7\u751f\u6e90\u9879\u7684\u7269\u7406\u5efa\u6a21** \n - \u660e\u786e\u6e4d\u6d41\u8017\u6563\u3001\u754c\u9762\u8fd0\u52a8\u3001\u70ed\u4f20\u5bfc\u53ca\u5316\u5b66\u53cd\u5e94\u7b49\u591a\u7269\u7406\u8fc7\u7a0b\u4e2d\u7684\u71b5\u4ea7\u751f\u673a\u5236\uff0c\u8bbe\u8ba1\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u71b5\u4ea7\u751f\u6e90\u9879\u8868\u8fbe\u5f0f\u3002 \n - \u5c06\u71b5\u4ea7\u751f\u9879\u7eb3\u5165\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\uff0c\u5f62\u6210\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\uff0c\u907f\u514d\u6570\u503c\u89e3\u4e2d\u51fa\u73b0\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u3002\n\n2. **\u5c40\u90e8\u71b5\u5bc6\u5ea6\u4e0e\u71b5\u6d41\u52a8\u6001\u6f14\u5316** \n - \u5efa\u7acb\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u6a21\u578b\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff0c\u63cf\u8ff0\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u8fb9\u754c\u5904\u71b5\u6d41\u7684\u65f6\u7a7a\u53d8\u5316\u3002 \n - \u5f15\u5165\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u52a8\u6001\u8c03\u6574\u8fb9\u754c\u70ed\u529b\u5b66\u53cd\u9988\uff0c\u589e\u5f3a\u8fb9\u754c\u6761\u4ef6\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e09\u3001\u7113H\u4e0e\u6bd4\u70ed\u5bb9Cp\u7684\u6539\u8fdb\u5efa\u8bae\n\n1. **\u7113\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u5f0f** \n - \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6570\u636e\uff0c\u6784\u5efa\u7113H\u7684\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u7ec4\u5206\u4f9d\u8d56\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u5f0f\uff0c\u6db5\u76d6\u6db2\u6001\u91d1\u5c5e\u7684\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94\u53ca\u76f8\u53d8\u6f5c\u70ed\u3002 \n - \u5728\u5b8f\u89c2\u6a21\u578b\u4e2d\u5b9e\u73b0\u7113\u7684\u52a8\u6001\u66f4\u65b0\uff0c\u53cd\u6620\u5c40\u90e8\u70ed\u529b\u5b66\u72b6\u6001\u53d8\u5316\u5bf9\u70ed\u4f20\u5bfc\u548c\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u8026\u5408\u5f71\u54cd\u3002\n\n2. **\u6bd4\u70ed\u5bb9Cp\u7684\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u4e0e\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21** \n - \u91c7\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u62df\u5408Cp(T)\u7684\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\uff0c\u786e\u4fdd\u5176\u5728\u76f8\u53d8\u533a\u548c\u9ad8\u6e29\u533a\u7684\u51c6\u786e\u6027\u3002 \n - \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u91c7\u96c6\uff0c\u63d0\u5347Cp\u9884\u6d4b\u7684\u53ef\u9760\u6027\u3002\n\n---\n\n## \u56db\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u4e0e\u5bc6\u5ea6\u03c1\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\n\n1. **\u52a8\u529b\u7c98\u5ea6\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408** \n - \u8bbe\u8ba1\u7c98\u5ea6\u03bc(T,P,C)\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u6a21\u578b\uff0c\u4f53\u73b0\u6e29\u5ea6\u68af\u5ea6\u548c\u5c40\u90e8\u81ea\u7531\u80fd\u53d8\u5316\u5bf9\u6d41\u4f53\u7c98\u6027\u7684\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5728\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u76f8\u6d41\u754c\u9762\u5904\u7684\u975e\u5747\u5300\u6548\u5e94\u3002 \n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff08\u5982Green-Kubo\u516c\u5f0f\uff09\u4ece\u5fae\u89c2\u8fd0\u52a8\u5b66\u89d2\u5ea6\u63a8\u5bfc\u7c98\u5ea6\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u57fa\u7840\u3002\n\n2. **\u5bc6\u5ea6\u7684\u975e\u5747\u5300\u5206\u5e03\u4e0e\u754c\u9762\u6548\u5e94** \n - \u5728\u591a\u76f8\u6d41\u6a21\u62df\u4e2d\uff0c\u8003\u8651\u5bc6\u5ea6\u03c1\u7684\u7a7a\u95f4\u975e\u5747\u5300\u6027\u53ca\u5176\u5bf9\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\uff0c\u91c7\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u63cf\u8ff0\u754c\u9762\u9644\u8fd1\u7684\u5bc6\u5ea6\u68af\u5ea6\u53ca\u5176\u70ed\u529b\u5b66\u8d21\u732e\u3002 \n - \u5b9e\u73b0\u5bc6\u5ea6\u573a\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8026\u5408\u52a8\u6001\u66f4\u65b0\uff0c\u63d0\u5347\u81ea\u7531\u8868\u9762\u548c\u6ce2\u6d6a\u6a21\u62df\u7684\u7269\u7406\u51c6\u786e\u6027\u3002\n\n---\n\n## \u4e94\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u673a\u5236\n\n1. **\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6846\u67b6** \n - \u5229\u7528\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff0c\u6784\u5efa\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u4e4b\u95f4\u7684\u52a8\u6001\u8026\u5408\u5173\u7cfb\uff0c\u786e\u4fdd\u80fd\u91cf\u548c\u71b5\u4f20\u9012\u6ee1\u8db3\u5b88\u6052\u548c\u4e0d\u53ef\u9006\u6027\u539f\u5219\u3002 \n - \u8bbe\u8ba1\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u8ba1\u7b97\u6b65\u957f\u7684\u534f\u540c\uff0c\u907f\u514d\u6570\u503c\u632f\u8361\u3002\n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u5e93\u7684\u52a8\u6001\u66f4\u65b0\u4e0e\u4e0d\u786e\u5b9a\u6027\u7ba1\u7406** \n - \u6784\u5efa\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u7ea6\u675f\uff0c\u5b9e\u65f6\u6821\u6b63\u53c2\u6570\u9884\u6d4b\u4e2d\u7684\u504f\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u3002 \n - \u901a\u8fc7\u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u5b9e\u65bd\u52a8\u6001\u9608\u503c\u8c03\u6574\uff0c\u5b9e\u73b0\u98ce\u9669\u63a7\u5236\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6700\u4f18\u5206\u914d\u3002\n\n---\n\n## \u516d\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u6784\u5efa\u591a\u53d8\u91cf\u3001\u975e\u7ebf\u6027\u4e14\u52a8\u6001\u8026\u5408\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u76f8\u6d41\u4f53\u6a21\u62df\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u95ee\u9898\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u652f\u6301\u548c\u6a21\u578b\u57fa\u7840\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u5efa\u8bae\u53ca\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\u3002\u6b22\u8fce\u56e2\u961f\u8ba8\u8bba\u5b8c\u5584\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u9488\u5bf9\u6d41\u4f53\u6a21\u578b\uff0c\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u4f18\u5316\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u65b9\u6cd5\uff0c\u63d0\u5347\u53c2\u6570\u8ba1\u7b97\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "InputObject:\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a" + ], + "Action_Result": "\u57fa\u4e8e\u521d\u6b65\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u6d41\u4f53\u6a21\u62df\u96be\u9898\u5206\u6790\u62a5\u544a\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6539\u8fdb\u5efa\u8bae\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\uff0c\u63d0\u51fa\u4ee5\u4e0b\u4f18\u5316\u65b9\u6cd5\uff0c\u65e8\u5728\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u7cbe\u5ea6\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u652f\u6491\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u52a8\u6001\u66f4\u65b0\u4e0e\u591a\u7269\u7406\u573a\u8026\u5408\uff1a\n\n---\n\n## \u4e00\u3001\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7684\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u4f18\u5316\u65b9\u6cd5\n\n### 1. \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u4e0e\u5d4c\u5165\u5f0f\u539f\u5b50\u65b9\u6cd5\uff08EAM\uff09\u52bf\u80fd\u6a21\u578b\u4f18\u5316\n\n- **\u9ad8\u6548\u91c7\u6837\u7b56\u7565** \n - \u91c7\u7528\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff08\u5982Metadynamics\u3001Umbrella Sampling\uff09\u52a0\u901f\u81ea\u7531\u80fd\u9762\u63a2\u7d22\uff0c\u63d0\u9ad8\u76f8\u53d8\u53ca\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\u6548\u7387\u3002 \n - \u5229\u7528\u5e76\u884cMD\u6a21\u62df\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u591a\u5de5\u51b5\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\uff09\uff0c\u6784\u5efa\u5168\u9762\u7684\u70ed\u7269\u6027\u53c2\u6570\u6570\u636e\u5e93\u3002 \n\n- **\u591a\u5c3a\u5ea6\u8026\u5408** \n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff08Green-Kubo\u516c\u5f0f\uff09\u8ba1\u7b97\u52a8\u529b\u7c98\u5ea6\u03bc\uff0c\u786e\u4fdd\u5fae\u89c2\u52a8\u529b\u5b66\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u7684\u4e00\u81f4\u6027\u3002 \n - \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4fee\u6b63EAM\u52bf\u80fd\u53c2\u6570\uff0c\u63d0\u5347\u81ea\u7531\u80fdF\u548c\u7113H\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002 \n\n### 2. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u4e0e\u52a8\u6001\u9884\u6d4b\n\n- **\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b** \n - \u6784\u5efa\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\uff08\u5982\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3001\u4e0d\u7b49\u5f0f\u9650\u5236\uff09\u7684\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u6a21\u578b\uff0c\u62df\u5408MD\u53caDFT\u8ba1\u7b97\u7ed3\u679c\uff0c\u83b7\u5f97\u8fde\u7eed\u4e14\u5149\u6ed1\u7684\u70ed\u7269\u6027\u53c2\u6570\u51fd\u6570\u3002 \n - \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08UQ\uff09\u673a\u5236\uff0c\u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u4e0e\u6a21\u578b\u6821\u6b63\u3002 \n\n- **\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316** \n - \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u70ed\u5bfc\u7387\u3001\u6bd4\u70ed\u5bb9\u6d4b\u91cf\uff09\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u91c7\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u6216\u53d8\u5206\u540c\u5316\u6280\u672f\u5b9e\u65f6\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63d0\u5347\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u3002 \n - \u8bbe\u8ba1\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u5e93\u7684\u5feb\u901f\u8fed\u4ee3\uff0c\u652f\u6301\u5b8f\u89c2CFD\u6a21\u578b\u7684\u5b9e\u65f6\u53c2\u6570\u8c03\u7528\u3002 \n\n### 3. \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u6784\u5efa\n\n- **\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09** \n - \u4ece\u9ad8\u7ef4MD\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u81ea\u7531\u80fd\u6001\u53d8\u91cf\uff0c\u6784\u5efa\u4f4e\u7ef4\u81ea\u7531\u80fd\u6cdb\u51fd\u8868\u8fbe\u5f0f\uff0c\u51cf\u5c11\u8ba1\u7b97\u590d\u6742\u5ea6\u3002 \n - \u91c7\u7528Heterogeneous Multiscale Methods (HMM) \u5b9e\u73b0\u5fae\u89c2\u4e0e\u5b8f\u89c2\u6a21\u578b\u95f4\u7684\u9ad8\u6548\u4fe1\u606f\u4f20\u9012\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n\n- **\u4ee3\u7406\u6a21\u578b\u4e0e\u81ea\u9002\u5e94\u5207\u6362** \n - \u5728\u5b8f\u89c2\u6a21\u62df\u4e2d\uff0c\u975e\u5173\u952e\u533a\u57df\u91c7\u7528\u673a\u5668\u5b66\u4e60\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u8ba1\u7b97\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u5feb\u901f\u9884\u6d4b\u3002 \n - \u7ed3\u5408\u8bef\u5dee\u4f30\u8ba1\u4e0e\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u52a8\u6001\u5207\u6362\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\u3002 \n\n---\n\n## \u4e8c\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u63d0\u5347\u7b56\u7565\n\n### 1. \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\u4f18\u5316\n\n- **\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u63a7\u5236** \n - \u6839\u636e\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u8282MD\u6a21\u62df\u6b65\u957f\u548c\u5b8f\u89c2CFD\u65f6\u95f4\u6b65\u957f\uff0c\u907f\u514d\u6570\u503c\u632f\u8361\u3002 \n - \u5f15\u5165\u8bef\u5dee\u9a71\u52a8\u7684\u6b65\u957f\u8c03\u6574\u673a\u5236\uff0c\u786e\u4fdd\u70ed\u7269\u6027\u53c2\u6570\u8ba1\u7b97\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u6027\u3002 \n\n- **\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09** \n - \u5728\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u533a\u57df\u81ea\u52a8\u52a0\u5bc6\u7f51\u683c\uff0c\u63d0\u9ad8\u5c40\u90e8\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n - \u8054\u52a8\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\uff0c\u8c03\u6574\u7f51\u683c\u5206\u8fa8\u7387\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u91cf\u3002 \n\n### 2. \u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n\n- **\u591a\u5c42\u6b21\u5e76\u884c\u7b56\u7565** \n - MD\u6a21\u62df\u91c7\u7528GPU\u52a0\u901f\u4e0e\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u63d0\u5347\u5fae\u89c2\u5c3a\u5ea6\u53c2\u6570\u8ba1\u7b97\u6548\u7387\u3002 \n - \u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65ad\u5229\u7528GPU\u5e76\u884c\uff0c\u63d0\u9ad8\u52a8\u6001\u9884\u6d4b\u54cd\u5e94\u901f\u5ea6\u3002 \n\n- **\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6** \n - \u57fa\u4e8e\u6a21\u62df\u8bef\u5dee\u548c\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\uff0c\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\u81f3\u5173\u952e\u533a\u57df\uff0c\u4f18\u5316\u6574\u4f53\u8ba1\u7b97\u6027\u80fd\u3002 \n\n---\n\n## \u4e09\u3001\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u4e0e\u96c6\u6210\u5e94\u7528\n\n- **\u6784\u5efa\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93** \n - \u96c6\u6210MD\u3001DFT\u3001\u673a\u5668\u5b66\u4e60\u53ca\u5b9e\u9a8c\u6570\u636e\uff0c\u5f62\u6210\u591a\u5de5\u51b5\u3001\u591a\u53d8\u91cf\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n - \u5b9e\u73b0\u53c2\u6570\u5e93\u7684\u5b9e\u65f6\u66f4\u65b0\u548c\u7248\u672c\u7ba1\u7406\uff0c\u652f\u6301\u5b8f\u89c2CFD\u6a21\u578b\u8c03\u7528\u3002 \n\n- **\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u8bbe\u8ba1** \n - \u8bbe\u8ba1\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u6a21\u5757\uff0c\u4fdd\u8bc1\u53c2\u6570\u968f\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\u53d8\u5316\u5b9e\u65f6\u66f4\u65b0\uff0c\u9a71\u52a8\u6d41\u4f53\u52a8\u529b\u5b66\u548c\u7ed3\u6784\u529b\u5b66\u6a21\u578b\u3002 \n - \u5b9e\u65bd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u6821\u9a8c\uff0c\u786e\u4fdd\u8026\u5408\u8fc7\u7a0b\u4e2d\u7684\u80fd\u91cf\u5b88\u6052\u4e0e\u71b5\u4ea7\u751f\u7b26\u5408\u7269\u7406\u89c4\u5f8b\u3002 \n\n---\n\n## \u56db\u3001\u9884\u671f\u6548\u679c\n\n- \u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u8ba1\u7b97\u7cbe\u5ea6\uff0c\u7279\u522b\u662f\u5728\u975e\u5e73\u8861\u6001\u548c\u76f8\u53d8\u533a\u7684\u63cf\u8ff0\u80fd\u529b\u3002 \n- \u964d\u4f4e\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u7684\u65f6\u95f4\u6210\u672c\uff0c\u652f\u6301\u5b9e\u65f6\u6216\u51c6\u5b9e\u65f6\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u3002 \n- \u589e\u5f3a\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u7684\u9c81\u68d2\u6027\u548c\u9002\u5e94\u6027\uff0c\u63d0\u5347\u6574\u4f53\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u7269\u7406\u771f\u5b9e\u6027\u3002 \n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bbe\u8ba1\u65b9\u6848\u53ca\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\u5efa\u8bae\uff0c\u52a9\u529b\u56e2\u961f\u63a8\u8fdb\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u7684\u4f18\u5316\u5347\u7ea7\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u5efa\u8bae\u7684\u53ef\u884c\u6027\u53ca\u5176\u5bf9\u6a21\u578b\u6027\u80fd\u63d0\u5347\u7684\u6f5c\u5728\u5f71\u54cd\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u4f18\u5316\u5efa\u8bae\u5747\u57fa\u4e8e\u575a\u5b9e\u7684\u7406\u8bba\u548c\u6280\u672f\u57fa\u7840\uff0c\u5177\u5907\u8f83\u9ad8\u7684\u53ef\u884c\u6027\uff0c\u4e14\u5bf9\u63d0\u5347\u6a21\u578b\u6027\u80fd\u6709\u663e\u8457\u6f5c\u529b\uff1a\n\n1. **\u7269\u7406\u5b66\u5bb6\u7684\u975e\u5e73\u8861\u70ed\u529b\u5b66\u6539\u8fdb** \n - \u5f15\u5165\u975e\u5e73\u8861\u6001\u81ea\u7531\u80fd\u6cdb\u51fd\u53ca\u71b5\u4ea7\u751f\u6e90\u9879\uff0c\u5f3a\u5316\u70ed\u529b\u5b66\u4e00\u81f4\u6027\uff0c\u6709\u52a9\u4e8e\u89e3\u51b3\u591a\u76f8\u6d41\u754c\u9762\u548c\u6e4d\u6d41\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u96be\u9898\uff0c\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n - \u591a\u53d8\u91cf\u81ea\u7531\u80fd\u4e0e\u52a8\u6001\u53cd\u9988\u673a\u5236\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u7ec4\u5206\u4f53\u7cfb\u7684\u9002\u5e94\u80fd\u529b\uff0c\u652f\u6301\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u6df1\u5ea6\u4f18\u5316\u3002\n\n2. **\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u4e0e\u673a\u5668\u5b66\u4e60\u878d\u5408** \n - \u901a\u8fc7\u589e\u5f3a\u91c7\u6837\u3001\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u53ca\u5728\u7ebf\u6570\u636e\u540c\u5316\uff0c\u663e\u8457\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u52a8\u6001\u9884\u6d4b\u80fd\u529b\uff0c\u6709\u6548\u652f\u6491\u5b8f\u89c2\u6d41\u4f53\u6a21\u578b\u7684\u5b9e\u65f6\u66f4\u65b0\u3002 \n - \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u7684\u5f15\u5165\uff0c\u7ed3\u5408\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u548c\u5e76\u884c\u8ba1\u7b97\uff0c\u80fd\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u62df\u6548\u7387\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u590d\u6742\u5de5\u51b5\u4e0b\u7684\u9ad8\u6027\u80fd\u9700\u6c42\u3002\n\n\u7efc\u4e0a\uff0c\u4e24\u8005\u5efa\u8bae\u76f8\u8f85\u76f8\u6210\uff0c\u7406\u8bba\u63d0\u5347\u4e0e\u6570\u503c\u5b9e\u73b0\u7ed3\u5408\u7d27\u5bc6\uff0c\u5efa\u8bae\u4f18\u5148\u63a8\u52a8\u76f8\u5173\u6a21\u5757\u7684\u96c6\u6210\u8bd5\u9a8c\uff0c\u4ee5\u9a8c\u8bc1\u5176\u5bf9\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u6548\u7387\u7684\u5b9e\u9645\u8d21\u732e\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u548c\u5b8c\u5584\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9002\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\u8fdb\u884c\u8c03\u6574\u548c\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u975e\u5e73\u8861\u6001\u81ea\u7531\u80fd\u6cdb\u51fd\u4e0e\u71b5\u4ea7\u751f\u7684\u7269\u7406\u5efa\u6a21\uff0c\u6269\u5c55\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\u7684\u8026\u5408\u4f9d\u8d56\uff0c\u5b8c\u5584\u7113\u4e0e\u6bd4\u70ed\u5bb9\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\uff0c\u5e76\u5f3a\u5316\u52a8\u529b\u7c98\u5ea6\u4e0e\u5bc6\u5ea6\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\u3002\u540c\u65f6\uff0c\u5f3a\u8c03\u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u53cd\u9988\u673a\u5236\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u63d0\u5347\u6a21\u578b\u7684\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\u3002\n\n---\n\n## Improved version of \u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u6539\u8fdb\u5efa\u8bae\n\n---\n\n### \u4e00\u3001\u81ea\u7531\u80fdF\u7684\u7406\u8bba\u6a21\u578b\u6539\u8fdb\n\n1. **\u975e\u5e73\u8861\u6001\u81ea\u7531\u80fd\u6cdb\u51fd\u6784\u5efa** \n - \u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7406\u8bba\uff0c\u91c7\u7528\u5e7f\u4e49\u683c\u62c9\u65af\u66fc-\u52d2\u8ba9\u5fb7\uff08GENERIC\uff09\u6846\u67b6\uff0c\u6784\u5efa\u542b\u68af\u5ea6\u9879\uff08\u5982\u5bc6\u5ea6\u68af\u5ea6\u3001\u7ec4\u5206\u68af\u5ea6\uff09\u53ca\u65f6\u95f4\u4f9d\u8d56\u7684\u81ea\u7531\u80fd\u6cdb\u51fd\uff0c\u51c6\u786e\u63cf\u8ff0\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u71b5\u4ea7\u751f\u5bf9\u81ea\u7531\u80fd\u7684\u8d21\u732e\u3002 \n - \u7ed3\u5408\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6570\u636e\uff0c\u4fee\u6b63\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u786e\u4fdd\u5fae\u89c2\u7ed3\u6784\u6548\u5e94\u5728\u5b8f\u89c2\u6a21\u578b\u4e2d\u7684\u4f53\u73b0\uff0c\u63d0\u5347\u7269\u7406\u771f\u5b9e\u6027\u3002 \n - \u5f15\u5165\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u4f53\u79efV\u53ca\u7ec4\u5206\u6d53\u5ea6C\u7684\u591a\u53d8\u91cf\u8026\u5408\u4f9d\u8d56\uff0c\u6784\u5efa\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u53ca\u6d77\u6c34\u4f53\u7cfb\u9002\u7528\u7684\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u652f\u6301\u590d\u6742\u70ed\u529b\u5b66\u884c\u4e3a\u6a21\u62df\u3002 \n - \u5229\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08UQ\uff09\uff0c\u52a8\u6001\u53cd\u9988\u81f3\u5b8f\u89c2CFD\u6a21\u578b\uff0c\u5b9e\u73b0\u5b9e\u65f6\u53c2\u6570\u66f4\u65b0\u3002\n\n---\n\n### \u4e8c\u3001\u71b5S\u53ca\u71b5\u4ea7\u751f\u7684\u7269\u7406\u5efa\u6a21\u5b8c\u5584\n\n1. **\u71b5\u4ea7\u751f\u6e90\u9879\u7684\u7ed3\u6784\u4fdd\u6301\u578b\u8868\u8fbe** \n - \u660e\u786e\u6e4d\u6d41\u8017\u6563\u3001\u754c\u9762\u8fd0\u52a8\u3001\u70ed\u4f20\u5bfc\u53ca\u5316\u5b66\u53cd\u5e94\u7b49\u591a\u7269\u7406\u8fc7\u7a0b\u7684\u71b5\u4ea7\u751f\u673a\u5236\uff0c\u8bbe\u8ba1\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u71b5\u4ea7\u751f\u6e90\u9879\u8868\u8fbe\u5f0f\uff0c\u7eb3\u5165\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\u3002 \n - \u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u6570\u503c\u89e3\u6ee1\u8db3\u80fd\u91cf\u8017\u6563\u548c\u71b5\u589e\u52a0\u89c4\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\uff0c\u63d0\u5347\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n\n2. **\u5c40\u90e8\u71b5\u5bc6\u5ea6\u4e0e\u71b5\u6d41\u7684\u52a8\u6001\u6f14\u5316\u6a21\u578b** \n - \u5efa\u7acb\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u6a21\u578b\uff0c\u63cf\u8ff0\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u8fb9\u754c\u5904\u71b5\u6d41\u7684\u65f6\u7a7a\u53d8\u5316\u3002 \n - \u8bbe\u8ba1\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u5b9e\u73b0\u8fb9\u754c\u70ed\u529b\u5b66\u53cd\u9988\u7684\u52a8\u6001\u8c03\u6574\uff0c\u589e\u5f3a\u8fb9\u754c\u6761\u4ef6\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u9c81\u68d2\u6027\u3002\n\n---\n\n### \u4e09\u3001\u7113H\u4e0e\u6bd4\u70ed\u5bb9Cp\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u4e0e\u52a8\u6001\u66f4\u65b0\n\n1. **\u7113\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u5f0f** \n - \u7ed3\u5408MD\u6a21\u62df\u53ca\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u6784\u5efa\u7113H\u5bf9\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u7ec4\u5206\u7684\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94\u63cf\u8ff0\uff0c\u6db5\u76d6\u6db2\u6001\u91d1\u5c5e\u7684\u76f8\u53d8\u6f5c\u70ed\u3002 \n - \u5b9e\u73b0\u7113\u7684\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u53cd\u6620\u5c40\u90e8\u70ed\u529b\u5b66\u72b6\u6001\u53d8\u5316\u5bf9\u70ed\u4f20\u5bfc\u548c\u6d41\u4f53\u52a8\u529b\u5b66\u7684\u8026\u5408\u5f71\u54cd\uff0c\u652f\u6301\u591a\u7269\u7406\u573a\u8026\u5408\u8ba1\u7b97\u3002\n\n2. **\u6bd4\u70ed\u5bb9Cp\u7684\u975e\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\u4e0e\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21** \n - \u91c7\u7528\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u62df\u5408Cp(T)\u8fde\u7eed\u51fd\u6570\uff0c\u4fdd\u8bc1\u5728\u76f8\u53d8\u533a\u53ca\u9ad8\u6e29\u533a\u7684\u51c6\u786e\u6027\u548c\u5149\u6ed1\u6027\u3002 \n - \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6570\u636e\u91c7\u96c6\uff0c\u63d0\u5347Cp\u9884\u6d4b\u7684\u53ef\u9760\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\n\n---\n\n### \u56db\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u4e0e\u5bc6\u5ea6\u03c1\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\u52a0\u5f3a\n\n1. **\u52a8\u529b\u7c98\u5ea6\u03bc\u7684\u70ed\u529b\u5b66\u8026\u5408\u6a21\u578b** \n - \u8bbe\u8ba1\u03bc(T,P,C)\u6a21\u578b\uff0c\u4f53\u73b0\u6e29\u5ea6\u68af\u5ea6\u548c\u5c40\u90e8\u81ea\u7531\u80fd\u53d8\u5316\u5bf9\u6d41\u4f53\u7c98\u5ea6\u7684\u5f71\u54cd\uff0c\u7279\u522b\u5173\u6ce8\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u76f8\u6d41\u754c\u9762\u7684\u975e\u5747\u5300\u6548\u5e94\u3002 \n - \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff08\u5982Green-Kubo\u516c\u5f0f\uff09\uff0c\u4ece\u5fae\u89c2\u8fd0\u52a8\u5b66\u63a8\u5bfc\u7c98\u5ea6\uff0c\u589e\u5f3a\u6a21\u578b\u7269\u7406\u57fa\u7840\u548c\u9884\u6d4b\u51c6\u786e\u6027\u3002\n\n2. **\u5bc6\u5ea6\u03c1\u7684\u975e\u5747\u5300\u5206\u5e03\u4e0e\u754c\u9762\u70ed\u529b\u5b66\u8d21\u732e** \n - \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u63cf\u8ff0\u591a\u76f8\u6d41\u4e2d\u5bc6\u5ea6\u68af\u5ea6\u53ca\u5176\u5bf9\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\uff0c\u63d0\u5347\u81ea\u7531\u8868\u9762\u548c\u6ce2\u6d6a\u6a21\u62df\u7684\u7269\u7406\u51c6\u786e\u6027\u3002 \n - \u5b9e\u73b0\u5bc6\u5ea6\u573a\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8026\u5408\u52a8\u6001\u66f4\u65b0\uff0c\u589e\u5f3a\u591a\u76f8\u754c\u9762\u52a8\u529b\u5b66\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n---\n\n### \u4e94\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u673a\u5236\n\n1. **\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u6846\u67b6** \n - \u91c7\u7528\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\uff0c\u5efa\u7acb\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u4e4b\u95f4\u7684\u52a8\u6001\u8026\u5408\u5173\u7cfb\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u8bbe\u8ba1\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u8ba1\u7b97\u6b65\u957f\u7684\u534f\u540c\uff0c\u907f\u514d\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002\n\n2. **\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\u4e0e\u4e0d\u786e\u5b9a\u6027\u7ba1\u7406** \n - \u6784\u5efa\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7ea6\u675f\uff0c\u5b9e\u65f6\u6821\u6b63\u53c2\u6570\u9884\u6d4b\u504f\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u3002 \n - \u901a\u8fc7\u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u5b9e\u65bd\u52a8\u6001\u9608\u503c\u8c03\u6574\uff0c\u5b9e\u73b0\u98ce\u9669\u63a7\u5236\u4e0e\u8ba1\u7b97\u8d44\u6e90\u7684\u6700\u4f18\u5206\u914d\u3002\n\n---\n\n### \u516d\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n- \u901a\u8fc7\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u6784\u5efa\u591a\u53d8\u91cf\u3001\u975e\u7ebf\u6027\u4e14\u52a8\u6001\u8026\u5408\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\uff0c\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u53ca\u591a\u76f8\u6d41\u4f53\u6a21\u62df\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\uff0c\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u9884\u6d4b\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u9002\u5e94\u6027\u548c\u7cbe\u5ea6\u3002 \n- \u8be5\u7406\u8bba\u6a21\u578b\u6539\u8fdb\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u95ee\u9898\u7684\u9ad8\u7cbe\u5ea6\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u6280\u672f\u4fdd\u969c\uff0c\u4fc3\u8fdb\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u7684\u6df1\u5165\u53d1\u5c55\u3002\n\n---\n\n\u5982\u56e2\u961f\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u6570\u503c\u7b97\u6cd5\u8bbe\u8ba1\u53ca\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\uff0c\u652f\u6301\u540e\u7eed\u96c6\u6210\u4e0e\u9a8c\u8bc1\u5de5\u4f5c\u3002\u6b22\u8fce\u8ba8\u8bba\u5b8c\u5584\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u8bc4\u4f30\u7ed3\u679c\uff0c\u4f18\u5316\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u578b\u53c2\u6570\u8ba1\u7b97\u7684\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u8bc4\u4f30\uff0c\u4ee5\u53ca\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7406\u8bba\u4e0e\u6570\u503c\u5efa\u8bae\uff0c\u6211\u5c06\u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u4ece\u800c\u66f4\u597d\u652f\u6491\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u3002\n\n---\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u589e\u5f3a\u91c7\u6837\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\u7b56\u7565\u4f18\u5316\n\n1. **\u9ad8\u6548\u589e\u5f3a\u91c7\u6837\u6280\u672f\u96c6\u6210** \n - \u91c7\u7528Metadynamics\u3001Umbrella Sampling\u7b49\u5148\u8fdb\u589e\u5f3a\u91c7\u6837\u65b9\u6cd5\uff0c\u5feb\u901f\u63a2\u7d22\u81ea\u7531\u80fd\u9762\uff0c\u5c24\u5176\u9488\u5bf9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u6001\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\uff0c\u663e\u8457\u63d0\u5347\u91c7\u6837\u6548\u7387\u3002 \n - \u7ed3\u5408\u5206\u5e03\u5f0f\u5e76\u884c\u8ba1\u7b97\uff0c\u9488\u5bf9\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u7ec4\u5206\u6761\u4ef6\uff0c\u6279\u91cf\u5f00\u5c55MD\u6a21\u62df\uff0c\u6784\u5efa\u8986\u76d6\u5e7f\u6cdb\u5de5\u51b5\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n\n2. **\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u7269\u7406\u4e00\u81f4\u6027\u4fdd\u969c** \n - \u5229\u7528Green-Kubo\u516c\u5f0f\u4ece\u5206\u5b50\u52a8\u529b\u5b66\u6570\u636e\u4e2d\u8ba1\u7b97\u52a8\u529b\u7c98\u5ea6\uff0c\u786e\u4fdd\u5fae\u89c2\u52a8\u529b\u5b66\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u7684\u4e00\u81f4\u6027\u3002 \n - \u7ed3\u5408\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4fee\u6b63EAM\u52bf\u80fd\u53c2\u6570\uff0c\u63d0\u5347\u81ea\u7531\u80fd\u548c\u7113\u7684\u7269\u7406\u771f\u5b9e\u6027\uff0c\u5b9e\u73b0\u5fae\u89c2\u7ed3\u6784\u6548\u5e94\u5411\u5b8f\u89c2\u6a21\u578b\u7684\u6709\u6548\u4f20\u9012\u3002 \n\n---\n\n### \u4e8c\u3001\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4e0e\u52a8\u6001\u9884\u6d4b\n\n1. **\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bbe\u8ba1** \n - \u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u6a21\u578b\uff0c\u5185\u5d4c\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u53ca\u7269\u7406\u4e0d\u7b49\u5f0f\u7ea6\u675f\uff0c\u4fdd\u8bc1\u62df\u5408\u51fd\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u5149\u6ed1\u6027\u3002 \n - \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08UQ\uff09\u673a\u5236\uff0c\u8f93\u51fa\u70ed\u7269\u6027\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u53ca\u53c2\u6570\u52a8\u6001\u8c03\u6574\u3002 \n\n2. **\u5728\u7ebf\u5b66\u4e60\u4e0e\u5b9e\u9a8c\u6570\u636e\u540c\u5316** \n - \u5229\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u53ca\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u5b9e\u65f6\u878d\u5408\u8fdb\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u52a8\u6001\u6821\u6b63\u9884\u6d4b\u504f\u5dee\uff0c\u63d0\u5347\u6a21\u578b\u9002\u5e94\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002 \n - \u8bbe\u8ba1\u52a8\u6001\u53c2\u6570\u5e93\u66f4\u65b0\u673a\u5236\uff0c\u652f\u6301\u5b8f\u89c2CFD\u6a21\u578b\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u65f6\u8c03\u7528\u548c\u8fed\u4ee3\u4f18\u5316\u3002 \n\n---\n\n### \u4e09\u3001\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\u4f18\u5316\n\n1. **\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u8c03\u8282\u673a\u5236** \n - \u6839\u636e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u53d8\u5316\u901f\u7387\u53ca\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574MD\u6a21\u62df\u548c\u5b8f\u89c2CFD\u6a21\u578b\u7684\u65f6\u95f4\u6b65\u957f\uff0c\u907f\u514d\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002 \n - \u7ed3\u5408\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u4f30\u8ba1\uff0c\u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u5e73\u8861\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002 \n\n2. **\u81ea\u9002\u5e94\u7f51\u683c\u52a0\u5bc6\uff08AMR\uff09\u6280\u672f** \n - \u5728\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u53ca\u6e4d\u6d41\u5f3a\u70c8\u533a\u57df\u81ea\u52a8\u52a0\u5bc6\u7f51\u683c\uff0c\u63d0\u9ad8\u5c40\u90e8\u8ba1\u7b97\u7cbe\u5ea6\u3002 \n - \u8054\u52a8\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u66f4\u65b0\uff0c\u5b9e\u65f6\u8c03\u6574\u7f51\u683c\u5206\u8fa8\u7387\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 \n\n---\n\n### \u56db\u3001\u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n\n1. **\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u6846\u67b6** \n - MD\u6a21\u62df\u91c7\u7528GPU\u52a0\u901f\u548c\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u63d0\u5347\u5fae\u89c2\u5c3a\u5ea6\u53c2\u6570\u8ba1\u7b97\u6548\u7387\u3002 \n - \u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u65ad\u5145\u5206\u5229\u7528GPU\u5e76\u884c\uff0c\u4fdd\u8bc1\u52a8\u6001\u9884\u6d4b\u7684\u9ad8\u54cd\u5e94\u901f\u5ea6\u3002 \n\n2. **\u8d1f\u8f7d\u5747\u8861\u4e0e\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6** \n - \u57fa\u4e8e\u6a21\u62df\u8bef\u5dee\u548c\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\uff0c\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\u81f3\u5173\u952e\u533a\u57df\u548c\u9ad8\u8bef\u5dee\u533a\u57df\uff0c\u4f18\u5316\u6574\u4f53\u8ba1\u7b97\u6027\u80fd\u4e0e\u8d44\u6e90\u5229\u7528\u7387\u3002 \n\n---\n\n### \u4e94\u3001\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210\n\n1. **\u7269\u7406\u7ea6\u675f\u964d\u9636\u6a21\u578b\u6784\u5efa** \n - \u4ece\u9ad8\u7ef4MD\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u81ea\u7531\u80fd\u6001\u53d8\u91cf\uff0c\u6784\u5efa\u4f4e\u7ef4\u81ea\u7531\u80fd\u6cdb\u51fd\u8868\u8fbe\u5f0f\uff0c\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\u3002 \n - \u91c7\u7528Heterogeneous Multiscale Methods (HMM)\u5b9e\u73b0\u5fae\u89c2\u4e0e\u5b8f\u89c2\u6a21\u578b\u95f4\u9ad8\u6548\u4fe1\u606f\u4f20\u9012\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n\n2. **\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u52a8\u6001\u5207\u6362** \n - \u5728\u5b8f\u89c2\u6a21\u62df\u4e2d\uff0c\u975e\u5173\u952e\u533a\u57df\u4f18\u5148\u91c7\u7528\u673a\u5668\u5b66\u4e60\u4ee3\u7406\u6a21\u578b\u66ff\u4ee3\u9ad8\u6210\u672cCFD\u8ba1\u7b97\uff0c\u5b9e\u73b0\u5feb\u901f\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u3002 \n - \u7ed3\u5408\u8bef\u5dee\u4f30\u8ba1\u548c\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\uff0c\u52a8\u6001\u5207\u6362\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u5e73\u8861\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u3002 \n\n---\n\n### \u516d\u3001\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u4e0e\u591a\u7269\u7406\u573a\u96c6\u6210\n\n1. **\u52a8\u6001\u7269\u6027\u53c2\u6570\u5e93\u5efa\u8bbe** \n - \u96c6\u6210MD\u3001DFT\u3001\u673a\u5668\u5b66\u4e60\u53ca\u5b9e\u9a8c\u6570\u636e\uff0c\u6784\u5efa\u8986\u76d6\u591a\u5de5\u51b5\u3001\u591a\u53d8\u91cf\u7684\u70ed\u7269\u6027\u53c2\u6570\u5e93\uff0c\u5b9e\u73b0\u5b9e\u65f6\u66f4\u65b0\u548c\u7248\u672c\u7ba1\u7406\u3002 \n\n2. **\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u8bbe\u8ba1** \n - \u8bbe\u8ba1\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\u6a21\u5757\uff0c\u786e\u4fdd\u53c2\u6570\u968f\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\u53d8\u5316\u5b9e\u65f6\u66f4\u65b0\uff0c\u9a71\u52a8\u6d41\u4f53\u52a8\u529b\u5b66\u53ca\u7ed3\u6784\u529b\u5b66\u6a21\u578b\u3002 \n - \u5b9e\u65bd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u6821\u9a8c\uff0c\u786e\u4fdd\u8026\u5408\u8fc7\u7a0b\u4e2d\u80fd\u91cf\u5b88\u6052\u53ca\u71b5\u4ea7\u751f\u7b26\u5408\u7269\u7406\u89c4\u5f8b\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n\n---\n\n## \u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u7269\u6027\u53c2\u6570\u5728\u975e\u5e73\u8861\u6001\u548c\u76f8\u53d8\u533a\u7684\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u964d\u4f4e\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u65f6\u95f4\u6210\u672c\uff0c\u652f\u6491\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u5b9e\u65f6\u6216\u51c6\u5b9e\u65f6\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u3002 \n- \u589e\u5f3a\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u7684\u9c81\u68d2\u6027\u4e0e\u9002\u5e94\u6027\uff0c\u63d0\u5347\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u7269\u7406\u771f\u5b9e\u6027\u3002 \n- \u901a\u8fc7\u964d\u9636\u6a21\u578b\u548c\u4ee3\u7406\u6a21\u578b\u7684\u5f15\u5165\uff0c\u6574\u4f53\u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u590d\u6742\u5de5\u51b5\u4e0b\u7684\u9ad8\u6027\u80fd\u8ba1\u7b97\u9700\u6c42\u3002 \n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u503c\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bbe\u8ba1\u65b9\u6848\u53ca\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\u5efa\u8bae\uff0c\u52a9\u529b\u56e2\u961f\u63a8\u8fdb\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u7684\u4f18\u5316\u5347\u7ea7\u3002\n\n---\n\n\u6b64\u65b9\u6848\u7ed3\u5408\u7406\u8bba\u4e0e\u6570\u503c\u6280\u672f\uff0c\u7cfb\u7edf\u63d0\u5347\u4e86\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u7684\u6548\u7387\u4e0e\u7a33\u5b9a\u6027\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u6548\u7387\u5b9e\u73b0\u63d0\u4f9b\u575a\u5b9e\u4fdd\u969c\u3002\u6b22\u8fce\u56e2\u961f\u63d0\u51fa\u8fdb\u4e00\u6b65\u9700\u6c42\u548c\u5efa\u8bae\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u65b9\u6848\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u5347\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6548\u7387\u548c\u7cbe\u5ea6\uff0c\u5b8c\u6210\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u5404\u4f4d\u4e13\u5bb6\u7684\u5efa\u8bae\u6db5\u76d6\u4e86\u7406\u8bba\u6a21\u578b\u7684\u6df1\u5ea6\u6539\u8fdb\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u7684\u4f18\u5316\u4ee5\u53ca\u6a21\u578b\u7ed3\u6784\u548c\u8ba1\u7b97\u8d44\u6e90\u7684\u9ad8\u6548\u5229\u7528\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u7cfb\u7edf\u6027\u3001\u5c42\u6b21\u5206\u660e\u7684\u4f18\u5316\u65b9\u6848\u6846\u67b6\u3002\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u7684\u603b\u4f53\u8bbe\u8ba1\u601d\u8def\uff0c\u7269\u7406\u5b66\u5bb6\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u7684\u5b8c\u5584\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u5728\u6570\u503c\u7b97\u6cd5\u548c\u8ba1\u7b97\u6548\u7387\u4e0a\u7684\u63d0\u5347\uff0c\u73b0\u5c06\u5404\u65b9\u65b9\u6848\u6574\u5408\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u91cd\u70b9\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u590d\u6742\u6d41\u4f53\u73af\u5883\u4e0b\u7684\u9ad8\u6027\u80fd\u6a21\u62df\u9700\u6c42\u3002\n\n\u4ee5\u4e0b\u662f\u6574\u5408\u540e\u7684\u6700\u7ec8\u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\uff1a\n\n```\u6a21\u578b\u4f18\u5316\u65b9\u6848\n\n# \u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u7ed3\u6784\u4e0e\u7b97\u6cd5\u6846\u67b6\u4f18\u5316\n\n### 1. \u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\u5f3a\u5316\n\n- \u5f15\u5165\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7684\u81ea\u7531\u80fd\u6cdb\u51fd\uff0c\u91c7\u7528\u5e7f\u4e49\u683c\u62c9\u65af\u66fc-\u52d2\u8ba9\u5fb7\uff08GENERIC\uff09\u6846\u67b6\uff0c\u5305\u542b\u5bc6\u5ea6\u68af\u5ea6\u548c\u7ec4\u5206\u68af\u5ea6\u9879\uff0c\u5b9e\u73b0\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u71b5\u4ea7\u751f\u7684\u7269\u7406\u63cf\u8ff0\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u7684\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u5b50\u6a21\u578b\u7075\u6d3b\u7ec4\u5408\uff0c\u4fbf\u4e8e\u6a21\u578b\u5347\u7ea7\u548c\u7b97\u6cd5\u66ff\u6362\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\uff0c\u5b9e\u73b0\u5fae\u89c2\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u5b8f\u89c2CFD\u6a21\u578b\u7684\u9ad8\u6548\u4fe1\u606f\u4f20\u9012\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u52a8\u6001\u53cd\u9988\u3002\n\n### 2. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u4e0e\u81ea\u9002\u5e94\u7f51\u683c\u4f18\u5316\n\n- \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u4e0e\u71b5\u72b6\u6001\uff0c\u8bbe\u8ba1\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u673a\u5236\uff0c\u5b9e\u65f6\u53cd\u6620\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\uff0c\u589e\u5f3a\u8fb9\u754c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u52a0\u5bc6LES\u5173\u952e\u533a\u57df\u53ca\u591a\u76f8\u754c\u9762\uff0c\u7ed3\u5408\u6e4d\u6d41\u5f3a\u5ea6\u548c\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u81ea\u52a8\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u975e\u5173\u952e\u533a\u57df\u8ba1\u7b97\u8d1f\u62c5\u3002\n\n### 3. \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\n\n- \u8bbe\u8ba1\u591a\u7ea7\u65f6\u95f4\u5c3a\u5ea6\u8c03\u8282\u673a\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u9632\u6b62\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002 \n- \u5f15\u5165\u8bef\u5dee\u4f30\u8ba1\u9a71\u52a8\u7684\u6b65\u957f\u8c03\u6574\uff0c\u57fa\u4e8e\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u5b9e\u73b0\u65f6\u95f4\u6b65\u957f\u7684\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u5e73\u8861\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002\n\n### 4. \u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u6570\u636e\u540c\u5316\n\n- \u6784\u5efa\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u795e\u7ecf\u7f51\u7edc\u3001\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff09\uff0c\u62df\u5408MD\u53caDFT\u8ba1\u7b97\u6570\u636e\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u8fde\u7eed\u51fd\u6570\u8868\u8fbe\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u7ed3\u5408\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\u7b49\u6570\u636e\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6570\u636e\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63d0\u5347\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002 \n- \u8bbe\u8ba1\u5728\u7ebf\u5b66\u4e60\u4e0e\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u652f\u6301\u70ed\u7269\u6027\u53c2\u6570\u5e93\u7684\u5b9e\u65f6\u8fed\u4ee3\uff0c\u6ee1\u8db3\u5b8f\u89c2CFD\u6a21\u578b\u52a8\u6001\u8c03\u7528\u9700\u6c42\u3002\n\n---\n\n## \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u5b8c\u5584\n\n### 1. \u81ea\u7531\u80fdF\u7684\u591a\u53d8\u91cf\u975e\u5e73\u8861\u6cdb\u51fd\n\n- \u5f15\u5165\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u4f53\u79efV\u53ca\u7ec4\u5206\u6d53\u5ea6C\u7684\u8026\u5408\u4f9d\u8d56\uff0c\u6784\u5efa\u9002\u7528\u4e8e\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u53ca\u6d77\u6c34\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\u51fd\u6570\u3002 \n- \u7ed3\u5408\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6570\u636e\uff0c\u4fee\u6b63\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u4f53\u73b0\u5fae\u89c2\u7ed3\u6784\u6548\u5e94\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u5b9e\u73b0\u52a8\u6001\u53c2\u6570\u53cd\u9988\u3002\n\n### 2. \u71b5S\u53ca\u71b5\u4ea7\u751f\u7684\u7ed3\u6784\u4fdd\u6301\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u71b5\u4ea7\u751f\u6e90\u9879\uff0c\u7eb3\u5165\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\uff0c\u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\u786e\u4fdd\u80fd\u91cf\u8017\u6563\u548c\u71b5\u589e\u52a0\u89c4\u5f8b\u3002 \n- \u5efa\u7acb\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u6a21\u578b\u548c\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u5b9e\u73b0\u591a\u76f8\u754c\u9762\u548c\u6d41\u56fa\u8fb9\u754c\u5904\u71b5\u6d41\u7684\u52a8\u6001\u6f14\u5316\u548c\u53cd\u9988\u3002\n\n### 3. \u7113H\u4e0e\u6bd4\u70ed\u5bb9Cp\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u4e0e\u52a8\u6001\u66f4\u65b0\n\n- \u6784\u5efa\u6db5\u76d6\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94\u548c\u76f8\u53d8\u6f5c\u70ed\u7684\u7113\u8868\u8fbe\u5f0f\uff0c\u7ed3\u5408MD\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5b9e\u73b0\u52a8\u6001\u66f4\u65b0\u3002 \n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u62df\u5408Cp(T)\u8fde\u7eed\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u63d0\u5347\u9884\u6d4b\u53ef\u9760\u6027\u3002\n\n### 4. \u52a8\u529b\u7c98\u5ea6\u03bc\u4e0e\u5bc6\u5ea6\u03c1\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7c98\u5ea6\u03bc(T,P,C)\u6a21\u578b\uff0c\u4f53\u73b0\u6e29\u5ea6\u68af\u5ea6\u548c\u81ea\u7531\u80fd\u53d8\u5316\u5bf9\u7c98\u5ea6\u7684\u5f71\u54cd\uff0c\u7ed3\u5408Green-Kubo\u516c\u5f0f\u4ece\u5fae\u89c2\u8fd0\u52a8\u5b66\u63a8\u5bfc\u3002 \n- \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u63cf\u8ff0\u5bc6\u5ea6\u975e\u5747\u5300\u5206\u5e03\u53ca\u5176\u5bf9\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\uff0c\u5b9e\u73b0\u5bc6\u5ea6\u573a\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u3002\n\n### 5. \u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\n\n- \u57fa\u4e8e\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u6784\u5efa\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\u5173\u7cfb\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u5b9e\u73b0\u53c2\u6570\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u8ba1\u7b97\u6b65\u957f\u7684\u534f\u540c\uff0c\u4fdd\u969c\u6570\u503c\u7a33\u5b9a\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u8ba1\u7b97\u6548\u7387\u63d0\u5347\n\n### 1. \u589e\u5f3a\u91c7\u6837\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\n\n- \u96c6\u6210Metadynamics\u3001Umbrella Sampling\u7b49\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u52a0\u901f\u81ea\u7531\u80fd\u9762\u63a2\u7d22\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u6001\u53c2\u6570\u3002 \n- \u7ed3\u5408\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df\uff0c\u6784\u5efa\u8986\u76d6\u591a\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u5229\u7528Green-Kubo\u516c\u5f0f\u53caDFT\u4fee\u6b63\uff0c\u4fdd\u8bc1\u5fae\u89c2\u53c2\u6570\u4e0e\u5b8f\u89c2\u6a21\u578b\u4e00\u81f4\u6027\u3002\n\n### 2. \u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u4e0e\u52a8\u6001\u9884\u6d4b\n\n- \u8bbe\u8ba1\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u6a21\u578b\uff0c\u4fdd\u8bc1\u62df\u5408\u51fd\u6570\u7269\u7406\u5408\u7406\u6027\u548c\u5149\u6ed1\u6027\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u673a\u5236\uff0c\u8f93\u51fa\u7f6e\u4fe1\u533a\u95f4\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u548c\u53c2\u6570\u52a8\u6001\u8c03\u6574\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u540c\u5316\uff0c\u5b9e\u65f6\u6821\u6b63\u6a21\u578b\uff0c\u652f\u6301\u52a8\u6001\u53c2\u6570\u5e93\u66f4\u65b0\u3002\n\n### 3. \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\n\n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u548c\u6d41\u56fa\u8026\u5408\u9700\u6c42\u3002 \n- \u91c7\u7528AMR\u6280\u672f\u52a8\u6001\u52a0\u5bc6\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u53ca\u6e4d\u6d41\u5f3a\u70c8\u533a\u57df\uff0c\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u91cf\u3002\n\n### 4. \u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u7b56\u7565\uff0cMD\u6a21\u62dfGPU\u52a0\u901f\u548c\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65adGPU\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u4f18\u5316\u6027\u80fd\u3002\n\n### 5. \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u4fdd\u6301\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u52a8\u6001\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u7684\u5e73\u8861\u3002\n\n---\n\n## \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\u4e0e\u9884\u671f\u6548\u679c\n\n### \u5b9e\u65bd\u5efa\u8bae\n\n1. \u4f18\u5148\u5b9e\u73b0\u975e\u5e73\u8861\u81ea\u7531\u80fd\u6cdb\u51fd\u53ca\u71b5\u4ea7\u751f\u6a21\u578b\uff0c\u5f3a\u5316\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n2. \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u5b9e\u9a8c\u6570\u636e\u540c\u5316\u96c6\u6210\uff0c\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u80fd\u529b\u3002 \n3. \u5f00\u5c55\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\u4e0e\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u3001\u7f51\u683c\u7b56\u7565\u7684\u96c6\u6210\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n4. \u5f15\u5165\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u8fdb\u884c\u8ba1\u7b97\u6548\u7387\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316\u3002 \n5. \u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0\uff0c\u7ed3\u5408\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff0c\u786e\u4fdd\u5927\u89c4\u6a21\u6a21\u62df\u7684\u5b9e\u7528\u6027\u3002\n\n### \u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u66f4\u51c6\u786e\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u5de5\u51b5\u7684\u9002\u5e94\u80fd\u529b\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u7d27\u5bc6\uff0c\u652f\u6301\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u548c\u5236\u9020\u5de5\u827a\u4f18\u5316\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8be5\u6a21\u578b\u4f18\u5316\u65b9\u6848\u7cfb\u7edf\u6574\u5408\u7406\u8bba\u6539\u8fdb\u4e0e\u6570\u503c\u6280\u672f\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u6280\u672f\u652f\u6491\u548c\u5b9e\u65bd\u8def\u5f84\u3002\n\n```\n\n\u5982\u9700\uff0c\u6211\u53ef\u7ee7\u7eed\u652f\u6301\u5177\u4f53\u6570\u5b66\u6a21\u578b\u8868\u8fbe\u3001\u6570\u503c\u7b97\u6cd5\u7ec6\u8282\u53ca\u8f6f\u4ef6\u5b9e\u73b0\u65b9\u6848\u7684\u8bbe\u8ba1\u4e0e\u9a8c\u8bc1\u3002\u6b22\u8fce\u56e2\u961f\u8fdb\u4e00\u6b65\u8ba8\u8bba\u548c\u5b8c\u5584\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "content": "# \u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u7ed3\u6784\u4e0e\u7b97\u6cd5\u6846\u67b6\u4f18\u5316\n\n### 1. \u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\u5f3a\u5316\n\n- \u5f15\u5165\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7684\u81ea\u7531\u80fd\u6cdb\u51fd\uff0c\u91c7\u7528\u5e7f\u4e49\u683c\u62c9\u65af\u66fc-\u52d2\u8ba9\u5fb7\uff08GENERIC\uff09\u6846\u67b6\uff0c\u5305\u542b\u5bc6\u5ea6\u68af\u5ea6\u548c\u7ec4\u5206\u68af\u5ea6\u9879\uff0c\u5b9e\u73b0\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u71b5\u4ea7\u751f\u7684\u7269\u7406\u63cf\u8ff0\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u7684\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u5b50\u6a21\u578b\u7075\u6d3b\u7ec4\u5408\uff0c\u4fbf\u4e8e\u6a21\u578b\u5347\u7ea7\u548c\u7b97\u6cd5\u66ff\u6362\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\uff0c\u5b9e\u73b0\u5fae\u89c2\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u5b8f\u89c2CFD\u6a21\u578b\u7684\u9ad8\u6548\u4fe1\u606f\u4f20\u9012\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u52a8\u6001\u53cd\u9988\u3002\n\n### 2. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u4e0e\u81ea\u9002\u5e94\u7f51\u683c\u4f18\u5316\n\n- \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u4e0e\u71b5\u72b6\u6001\uff0c\u8bbe\u8ba1\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u673a\u5236\uff0c\u5b9e\u65f6\u53cd\u6620\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\uff0c\u589e\u5f3a\u8fb9\u754c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u52a0\u5bc6LES\u5173\u952e\u533a\u57df\u53ca\u591a\u76f8\u754c\u9762\uff0c\u7ed3\u5408\u6e4d\u6d41\u5f3a\u5ea6\u548c\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u81ea\u52a8\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u975e\u5173\u952e\u533a\u57df\u8ba1\u7b97\u8d1f\u62c5\u3002\n\n### 3. \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\n\n- \u8bbe\u8ba1\u591a\u7ea7\u65f6\u95f4\u5c3a\u5ea6\u8c03\u8282\u673a\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u9632\u6b62\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002 \n- \u5f15\u5165\u8bef\u5dee\u4f30\u8ba1\u9a71\u52a8\u7684\u6b65\u957f\u8c03\u6574\uff0c\u57fa\u4e8e\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u5b9e\u73b0\u65f6\u95f4\u6b65\u957f\u7684\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u5e73\u8861\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002\n\n### 4. \u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u6570\u636e\u540c\u5316\n\n- \u6784\u5efa\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u795e\u7ecf\u7f51\u7edc\u3001\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff09\uff0c\u62df\u5408MD\u53caDFT\u8ba1\u7b97\u6570\u636e\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u8fde\u7eed\u51fd\u6570\u8868\u8fbe\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u7ed3\u5408\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\u7b49\u6570\u636e\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6570\u636e\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63d0\u5347\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002 \n- \u8bbe\u8ba1\u5728\u7ebf\u5b66\u4e60\u4e0e\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u652f\u6301\u70ed\u7269\u6027\u53c2\u6570\u5e93\u7684\u5b9e\u65f6\u8fed\u4ee3\uff0c\u6ee1\u8db3\u5b8f\u89c2CFD\u6a21\u578b\u52a8\u6001\u8c03\u7528\u9700\u6c42\u3002\n\n---\n\n## \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u5b8c\u5584\n\n### 1. \u81ea\u7531\u80fdF\u7684\u591a\u53d8\u91cf\u975e\u5e73\u8861\u6cdb\u51fd\n\n- \u5f15\u5165\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u4f53\u79efV\u53ca\u7ec4\u5206\u6d53\u5ea6C\u7684\u8026\u5408\u4f9d\u8d56\uff0c\u6784\u5efa\u9002\u7528\u4e8e\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u53ca\u6d77\u6c34\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\u51fd\u6570\u3002 \n- \u7ed3\u5408\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6570\u636e\uff0c\u4fee\u6b63\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u4f53\u73b0\u5fae\u89c2\u7ed3\u6784\u6548\u5e94\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u5b9e\u73b0\u52a8\u6001\u53c2\u6570\u53cd\u9988\u3002\n\n### 2. \u71b5S\u53ca\u71b5\u4ea7\u751f\u7684\u7ed3\u6784\u4fdd\u6301\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u71b5\u4ea7\u751f\u6e90\u9879\uff0c\u7eb3\u5165\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\uff0c\u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\u786e\u4fdd\u80fd\u91cf\u8017\u6563\u548c\u71b5\u589e\u52a0\u89c4\u5f8b\u3002 \n- \u5efa\u7acb\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u6a21\u578b\u548c\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u5b9e\u73b0\u591a\u76f8\u754c\u9762\u548c\u6d41\u56fa\u8fb9\u754c\u5904\u71b5\u6d41\u7684\u52a8\u6001\u6f14\u5316\u548c\u53cd\u9988\u3002\n\n### 3. \u7113H\u4e0e\u6bd4\u70ed\u5bb9Cp\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u4e0e\u52a8\u6001\u66f4\u65b0\n\n- \u6784\u5efa\u6db5\u76d6\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94\u548c\u76f8\u53d8\u6f5c\u70ed\u7684\u7113\u8868\u8fbe\u5f0f\uff0c\u7ed3\u5408MD\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5b9e\u73b0\u52a8\u6001\u66f4\u65b0\u3002 \n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u62df\u5408Cp(T)\u8fde\u7eed\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u63d0\u5347\u9884\u6d4b\u53ef\u9760\u6027\u3002\n\n### 4. \u52a8\u529b\u7c98\u5ea6\u03bc\u4e0e\u5bc6\u5ea6\u03c1\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7c98\u5ea6\u03bc(T,P,C)\u6a21\u578b\uff0c\u4f53\u73b0\u6e29\u5ea6\u68af\u5ea6\u548c\u81ea\u7531\u80fd\u53d8\u5316\u5bf9\u7c98\u5ea6\u7684\u5f71\u54cd\uff0c\u7ed3\u5408Green-Kubo\u516c\u5f0f\u4ece\u5fae\u89c2\u8fd0\u52a8\u5b66\u63a8\u5bfc\u3002 \n- \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u63cf\u8ff0\u5bc6\u5ea6\u975e\u5747\u5300\u5206\u5e03\u53ca\u5176\u5bf9\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\uff0c\u5b9e\u73b0\u5bc6\u5ea6\u573a\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u3002\n\n### 5. \u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\n\n- \u57fa\u4e8e\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u6784\u5efa\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\u5173\u7cfb\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u5b9e\u73b0\u53c2\u6570\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u8ba1\u7b97\u6b65\u957f\u7684\u534f\u540c\uff0c\u4fdd\u969c\u6570\u503c\u7a33\u5b9a\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u8ba1\u7b97\u6548\u7387\u63d0\u5347\n\n### 1. \u589e\u5f3a\u91c7\u6837\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\n\n- \u96c6\u6210Metadynamics\u3001Umbrella Sampling\u7b49\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u52a0\u901f\u81ea\u7531\u80fd\u9762\u63a2\u7d22\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u6001\u53c2\u6570\u3002 \n- \u7ed3\u5408\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df\uff0c\u6784\u5efa\u8986\u76d6\u591a\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u5229\u7528Green-Kubo\u516c\u5f0f\u53caDFT\u4fee\u6b63\uff0c\u4fdd\u8bc1\u5fae\u89c2\u53c2\u6570\u4e0e\u5b8f\u89c2\u6a21\u578b\u4e00\u81f4\u6027\u3002\n\n### 2. \u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u4e0e\u52a8\u6001\u9884\u6d4b\n\n- \u8bbe\u8ba1\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u6a21\u578b\uff0c\u4fdd\u8bc1\u62df\u5408\u51fd\u6570\u7269\u7406\u5408\u7406\u6027\u548c\u5149\u6ed1\u6027\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u673a\u5236\uff0c\u8f93\u51fa\u7f6e\u4fe1\u533a\u95f4\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u548c\u53c2\u6570\u52a8\u6001\u8c03\u6574\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u540c\u5316\uff0c\u5b9e\u65f6\u6821\u6b63\u6a21\u578b\uff0c\u652f\u6301\u52a8\u6001\u53c2\u6570\u5e93\u66f4\u65b0\u3002\n\n### 3. \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\n\n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u548c\u6d41\u56fa\u8026\u5408\u9700\u6c42\u3002 \n- \u91c7\u7528AMR\u6280\u672f\u52a8\u6001\u52a0\u5bc6\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u53ca\u6e4d\u6d41\u5f3a\u70c8\u533a\u57df\uff0c\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u91cf\u3002\n\n### 4. \u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u7b56\u7565\uff0cMD\u6a21\u62dfGPU\u52a0\u901f\u548c\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65adGPU\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u4f18\u5316\u6027\u80fd\u3002\n\n### 5. \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u4fdd\u6301\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u52a8\u6001\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u7684\u5e73\u8861\u3002\n\n---\n\n## \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\u4e0e\u9884\u671f\u6548\u679c\n\n### \u5b9e\u65bd\u5efa\u8bae\n\n1. \u4f18\u5148\u5b9e\u73b0\u975e\u5e73\u8861\u81ea\u7531\u80fd\u6cdb\u51fd\u53ca\u71b5\u4ea7\u751f\u6a21\u578b\uff0c\u5f3a\u5316\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n2. \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u5b9e\u9a8c\u6570\u636e\u540c\u5316\u96c6\u6210\uff0c\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u80fd\u529b\u3002 \n3. \u5f00\u5c55\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\u4e0e\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u3001\u7f51\u683c\u7b56\u7565\u7684\u96c6\u6210\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n4. \u5f15\u5165\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u8fdb\u884c\u8ba1\u7b97\u6548\u7387\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316\u3002 \n5. \u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0\uff0c\u7ed3\u5408\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff0c\u786e\u4fdd\u5927\u89c4\u6a21\u6a21\u62df\u7684\u5b9e\u7528\u6027\u3002\n\n### \u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u66f4\u51c6\u786e\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u5de5\u51b5\u7684\u9002\u5e94\u80fd\u529b\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u7d27\u5bc6\uff0c\u652f\u6301\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u548c\u5236\u9020\u5de5\u827a\u4f18\u5316\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8be5\u6a21\u578b\u4f18\u5316\u65b9\u6848\u7cfb\u7edf\u6574\u5408\u7406\u8bba\u6539\u8fdb\u4e0e\u6570\u503c\u6280\u672f\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u6280\u672f\u652f\u6491\u548c\u5b9e\u65bd\u8def\u5f84\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u4e0e\u6d4b\u8bd5", + "InputName_List": [ + "\u6a21\u578b\u4f18\u5316\u65b9\u6848", + "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ], + "OutputName": "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "chatLog": [], + "inputObject_Record": [ + { + "\u6a21\u578b\u4f18\u5316\u65b9\u6848": "# \u6a21\u578b\u4f18\u5316\u65b9\u6848\u8bbe\u8ba1\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u7ed3\u6784\u4e0e\u7b97\u6cd5\u6846\u67b6\u4f18\u5316\n\n### 1. \u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\u5f3a\u5316\n\n- \u5f15\u5165\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u7684\u81ea\u7531\u80fd\u6cdb\u51fd\uff0c\u91c7\u7528\u5e7f\u4e49\u683c\u62c9\u65af\u66fc-\u52d2\u8ba9\u5fb7\uff08GENERIC\uff09\u6846\u67b6\uff0c\u5305\u542b\u5bc6\u5ea6\u68af\u5ea6\u548c\u7ec4\u5206\u68af\u5ea6\u9879\uff0c\u5b9e\u73b0\u754c\u9762\u5f20\u529b\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u71b5\u4ea7\u751f\u7684\u7269\u7406\u63cf\u8ff0\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u7684\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u5b50\u6a21\u578b\u7075\u6d3b\u7ec4\u5408\uff0c\u4fbf\u4e8e\u6a21\u578b\u5347\u7ea7\u548c\u7b97\u6cd5\u66ff\u6362\u3002 \n- \u91c7\u7528\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\uff08\u5982Heterogeneous Multiscale Methods\uff09\uff0c\u5b9e\u73b0\u5fae\u89c2\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u4e0e\u5b8f\u89c2CFD\u6a21\u578b\u7684\u9ad8\u6548\u4fe1\u606f\u4f20\u9012\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u52a8\u6001\u53cd\u9988\u3002\n\n### 2. \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u4e0e\u81ea\u9002\u5e94\u7f51\u683c\u4f18\u5316\n\n- \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u4e0e\u71b5\u72b6\u6001\uff0c\u8bbe\u8ba1\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u673a\u5236\uff0c\u5b9e\u65f6\u53cd\u6620\u8239\u4f53\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\uff0c\u589e\u5f3a\u8fb9\u754c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u52a0\u5bc6LES\u5173\u952e\u533a\u57df\u53ca\u591a\u76f8\u754c\u9762\uff0c\u7ed3\u5408\u6e4d\u6d41\u5f3a\u5ea6\u548c\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u81ea\u52a8\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u975e\u5173\u952e\u533a\u57df\u8ba1\u7b97\u8d1f\u62c5\u3002\n\n### 3. \u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\u7b56\u7565\n\n- \u8bbe\u8ba1\u591a\u7ea7\u65f6\u95f4\u5c3a\u5ea6\u8c03\u8282\u673a\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u5404\u7269\u7406\u573a\u8ba1\u7b97\u6b65\u957f\uff0c\u9632\u6b62\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002 \n- \u5f15\u5165\u8bef\u5dee\u4f30\u8ba1\u9a71\u52a8\u7684\u6b65\u957f\u8c03\u6574\uff0c\u57fa\u4e8e\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u5b9e\u73b0\u65f6\u95f4\u6b65\u957f\u7684\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u5e73\u8861\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002\n\n### 4. \u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u6570\u636e\u540c\u5316\n\n- \u6784\u5efa\u7269\u7406\u7ea6\u675f\u5d4c\u5165\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u795e\u7ecf\u7f51\u7edc\u3001\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff09\uff0c\u62df\u5408MD\u53caDFT\u8ba1\u7b97\u6570\u636e\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u8fde\u7eed\u51fd\u6570\u8868\u8fbe\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u7ed3\u5408\u5361\u5c14\u66fc\u6ee4\u6ce2\u3001\u53d8\u5206\u540c\u5316\u7b49\u6570\u636e\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6570\u636e\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63d0\u5347\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002 \n- \u8bbe\u8ba1\u5728\u7ebf\u5b66\u4e60\u4e0e\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff0c\u652f\u6301\u70ed\u7269\u6027\u53c2\u6570\u5e93\u7684\u5b9e\u65f6\u8fed\u4ee3\uff0c\u6ee1\u8db3\u5b8f\u89c2CFD\u6a21\u578b\u52a8\u6001\u8c03\u7528\u9700\u6c42\u3002\n\n---\n\n## \u4e8c\u3001\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u5b8c\u5584\n\n### 1. \u81ea\u7531\u80fdF\u7684\u591a\u53d8\u91cf\u975e\u5e73\u8861\u6cdb\u51fd\n\n- \u5f15\u5165\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u4f53\u79efV\u53ca\u7ec4\u5206\u6d53\u5ea6C\u7684\u8026\u5408\u4f9d\u8d56\uff0c\u6784\u5efa\u9002\u7528\u4e8e\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u53ca\u6d77\u6c34\u4f53\u7cfb\u7684\u81ea\u7531\u80fd\u51fd\u6570\u3002 \n- \u7ed3\u5408\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6570\u636e\uff0c\u4fee\u6b63\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\uff0c\u4f53\u73b0\u5fae\u89c2\u7ed3\u6784\u6548\u5e94\u3002 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fd\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u5b9e\u73b0\u52a8\u6001\u53c2\u6570\u53cd\u9988\u3002\n\n### 2. \u71b5S\u53ca\u71b5\u4ea7\u751f\u7684\u7ed3\u6784\u4fdd\u6301\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u71b5\u4ea7\u751f\u6e90\u9879\uff0c\u7eb3\u5165\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\uff0c\u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\u786e\u4fdd\u80fd\u91cf\u8017\u6563\u548c\u71b5\u589e\u52a0\u89c4\u5f8b\u3002 \n- \u5efa\u7acb\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u6a21\u578b\u548c\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u5b9e\u73b0\u591a\u76f8\u754c\u9762\u548c\u6d41\u56fa\u8fb9\u754c\u5904\u71b5\u6d41\u7684\u52a8\u6001\u6f14\u5316\u548c\u53cd\u9988\u3002\n\n### 3. \u7113H\u4e0e\u6bd4\u70ed\u5bb9Cp\u7684\u591a\u5c3a\u5ea6\u8868\u8fbe\u4e0e\u52a8\u6001\u66f4\u65b0\n\n- \u6784\u5efa\u6db5\u76d6\u975e\u7406\u60f3\u6df7\u5408\u6548\u5e94\u548c\u76f8\u53d8\u6f5c\u70ed\u7684\u7113\u8868\u8fbe\u5f0f\uff0c\u7ed3\u5408MD\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5b9e\u73b0\u52a8\u6001\u66f4\u65b0\u3002 \n- \u91c7\u7528\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u62df\u5408Cp(T)\u8fde\u7eed\u51fd\u6570\uff0c\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u548c\u654f\u611f\u6027\u5206\u6790\uff0c\u63d0\u5347\u9884\u6d4b\u53ef\u9760\u6027\u3002\n\n### 4. \u52a8\u529b\u7c98\u5ea6\u03bc\u4e0e\u5bc6\u5ea6\u03c1\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u5efa\u6a21\n\n- \u8bbe\u8ba1\u7c98\u5ea6\u03bc(T,P,C)\u6a21\u578b\uff0c\u4f53\u73b0\u6e29\u5ea6\u68af\u5ea6\u548c\u81ea\u7531\u80fd\u53d8\u5316\u5bf9\u7c98\u5ea6\u7684\u5f71\u54cd\uff0c\u7ed3\u5408Green-Kubo\u516c\u5f0f\u4ece\u5fae\u89c2\u8fd0\u52a8\u5b66\u63a8\u5bfc\u3002 \n- \u5229\u7528\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u63cf\u8ff0\u5bc6\u5ea6\u975e\u5747\u5300\u5206\u5e03\u53ca\u5176\u5bf9\u81ea\u7531\u80fd\u548c\u71b5\u7684\u53cd\u9988\uff0c\u5b9e\u73b0\u5bc6\u5ea6\u573a\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u52a8\u6001\u8026\u5408\u3002\n\n### 5. \u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u53cd\u9988\n\n- \u57fa\u4e8e\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u6784\u5efa\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u7684\u52a8\u6001\u8026\u5408\u5173\u7cfb\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u7b56\u7565\uff0c\u5b9e\u73b0\u53c2\u6570\u66f4\u65b0\u9891\u7387\u4e0e\u6d41\u56fa\u8026\u5408\u8ba1\u7b97\u6b65\u957f\u7684\u534f\u540c\uff0c\u4fdd\u969c\u6570\u503c\u7a33\u5b9a\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4e0e\u8ba1\u7b97\u6548\u7387\u63d0\u5347\n\n### 1. \u589e\u5f3a\u91c7\u6837\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\n\n- \u96c6\u6210Metadynamics\u3001Umbrella Sampling\u7b49\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u52a0\u901f\u81ea\u7531\u80fd\u9762\u63a2\u7d22\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u548c\u975e\u5e73\u8861\u6001\u53c2\u6570\u3002 \n- \u7ed3\u5408\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df\uff0c\u6784\u5efa\u8986\u76d6\u591a\u6e29\u5ea6\u3001\u538b\u529b\u3001\u7ec4\u5206\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u5229\u7528Green-Kubo\u516c\u5f0f\u53caDFT\u4fee\u6b63\uff0c\u4fdd\u8bc1\u5fae\u89c2\u53c2\u6570\u4e0e\u5b8f\u89c2\u6a21\u578b\u4e00\u81f4\u6027\u3002\n\n### 2. \u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u4e0e\u52a8\u6001\u9884\u6d4b\n\n- \u8bbe\u8ba1\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u6a21\u578b\uff0c\u4fdd\u8bc1\u62df\u5408\u51fd\u6570\u7269\u7406\u5408\u7406\u6027\u548c\u5149\u6ed1\u6027\u3002 \n- \u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u673a\u5236\uff0c\u8f93\u51fa\u7f6e\u4fe1\u533a\u95f4\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u548c\u53c2\u6570\u52a8\u6001\u8c03\u6574\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u540c\u5316\uff0c\u5b9e\u65f6\u6821\u6b63\u6a21\u578b\uff0c\u652f\u6301\u52a8\u6001\u53c2\u6570\u5e93\u66f4\u65b0\u3002\n\n### 3. \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\n\n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u548c\u6d41\u56fa\u8026\u5408\u9700\u6c42\u3002 \n- \u91c7\u7528AMR\u6280\u672f\u52a8\u6001\u52a0\u5bc6\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u53ca\u6e4d\u6d41\u5f3a\u70c8\u533a\u57df\uff0c\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u91cf\u3002\n\n### 4. \u5e76\u884c\u8ba1\u7b97\u4e0e\u786c\u4ef6\u52a0\u901f\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u7b56\u7565\uff0cMD\u6a21\u62dfGPU\u52a0\u901f\u548c\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65adGPU\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u4f18\u5316\u6027\u80fd\u3002\n\n### 5. \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210\n\n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u4fdd\u6301\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n- \u8bbe\u8ba1\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u52a8\u6001\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u7684\u5e73\u8861\u3002\n\n---\n\n## \u56db\u3001\u5b9e\u65bd\u5efa\u8bae\u4e0e\u9884\u671f\u6548\u679c\n\n### \u5b9e\u65bd\u5efa\u8bae\n\n1. \u4f18\u5148\u5b9e\u73b0\u975e\u5e73\u8861\u81ea\u7531\u80fd\u6cdb\u51fd\u53ca\u71b5\u4ea7\u751f\u6a21\u578b\uff0c\u5f3a\u5316\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n2. \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u6a21\u5757\u4e0e\u5b9e\u9a8c\u6570\u636e\u540c\u5316\u96c6\u6210\uff0c\u63d0\u5347\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u80fd\u529b\u3002 \n3. \u5f00\u5c55\u591a\u5c3a\u5ea6\u8026\u5408\u7b97\u6cd5\u4e0e\u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u3001\u7f51\u683c\u7b56\u7565\u7684\u96c6\u6210\u8bd5\u9a8c\uff0c\u9a8c\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n4. \u5f15\u5165\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u8fdb\u884c\u8ba1\u7b97\u6548\u7387\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316\u3002 \n5. \u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0\uff0c\u7ed3\u5408\u6df7\u5408\u5e76\u884c\u7b56\u7565\uff0c\u786e\u4fdd\u5927\u89c4\u6a21\u6a21\u62df\u7684\u5b9e\u7528\u6027\u3002\n\n### \u9884\u671f\u6548\u679c\n\n- \u663e\u8457\u63d0\u5347\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u66f4\u51c6\u786e\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u5de5\u51b5\u7684\u9002\u5e94\u80fd\u529b\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u7d27\u5bc6\uff0c\u652f\u6301\u8239\u4f53\u7ed3\u6784\u54cd\u5e94\u548c\u5236\u9020\u5de5\u827a\u4f18\u5316\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8be5\u6a21\u578b\u4f18\u5316\u65b9\u6848\u7cfb\u7edf\u6574\u5408\u7406\u8bba\u6539\u8fdb\u4e0e\u6570\u503c\u6280\u672f\uff0c\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u6280\u672f\u652f\u6491\u548c\u5b9e\u65bd\u8def\u5f84\u3002" + }, + { + "\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e": "\u4e00\u3001\u6570\u636e\u6536\u96c6\n\n1. \u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e \n- \u6c34\u6c60\u62d6\u66f3\u8bd5\u9a8c\u4e2d\uff0c\u901a\u8fc7\u7c92\u5b50\u56fe\u50cf\u6d4b\u901f\uff08PIV\uff09\u6280\u672f\u91c7\u96c6\u8239\u4f53\u5468\u56f4\u6d41\u573a\u901f\u5ea6\u4e0e\u6da1\u6d41\u7ed3\u6784\u6570\u636e\u3002 \n- \u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u83b7\u53d6\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u3002 \n- \u98ce\u6d1e\u8bd5\u9a8c\u4e2d\u6d4b\u91cf\u8239\u8236\u4e0a\u90e8\u7ed3\u6784\u7684\u98ce\u538b\u5206\u5e03\u3002 \n- \u73b0\u573a\u5b89\u88c5\u6d41\u901f\u8ba1\u3001\u538b\u529b\u4f20\u611f\u5668\u548c\u52a0\u901f\u5ea6\u8ba1\uff0c\u7ed3\u5408GPS\u548cIMU\u91c7\u96c6\u771f\u5b9e\u822a\u884c\u72b6\u6001\u4e0b\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u3002\n\n2. \u6570\u503c\u6a21\u62df\u6570\u636e \n- \u5229\u7528CFD\u6a21\u62df\uff08RANS\u3001LES\u7b49\u65b9\u6cd5\uff09\u83b7\u5f97\u8239\u4f53\u5468\u56f4\u6d41\u573a\u7684\u538b\u529b\u3001\u901f\u5ea6\u3001\u6e4d\u6d41\u53c2\u6570\u7b49\u6570\u636e\u3002 \n- \u7ed3\u5408\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\uff0c\u83b7\u53d6\u6d41\u56fa\u8026\u5408\u4e0b\u7684\u7ed3\u6784\u54cd\u5e94\u6570\u636e\u3002 \n- \u91c7\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u6d41\u4f53\uff0c\u91c7\u96c6\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u5185\u80fd\u3001\u538b\u529b\u3001\u4f53\u79ef\u3001\u80fd\u91cf\u6da8\u843d\u3001\u81ea\u7531\u80fd\u548c\u6bd4\u70ed\u5bb9\u6570\u636e\u3002\n\n\u4e8c\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\u6d41\u7a0b\n\n1. \u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408 \n- \u5fae\u89c2\u5c3a\u5ea6MD\u6a21\u62df\u6570\u636e\u901a\u8fc7EAM\u52bf\u80fd\u6a21\u578b\u8ba1\u7b97\uff0c\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\uff09\uff0c\u5e76\u91c7\u96c6\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u5c40\u90e8\u6709\u5e8f\u53c2\u6570\uff09\u3002 \n- \u4e2d\u89c2\u5c3a\u5ea6\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u7406\u8bba\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u56de\u5f52\uff08\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9MD\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u6784\u5efa\u8fde\u7eed\u6e29\u5ea6\u4f9d\u8d56\u7684\u70ed\u529b\u5b66\u53c2\u6570\u51fd\u6570\uff0c\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5b8f\u89c2\u5c3a\u5ea6\u5c06\u4e2d\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8f93\u5165CFD\u6a21\u62df\uff0c\u4fee\u6b63\u7269\u6027\u53c2\u6570\uff08\u5bc6\u5ea6\u3001\u7c98\u5ea6\u3001\u6bd4\u70ed\u5bb9\uff09\uff0c\u5b9e\u73b0\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u52a8\u6001\u6570\u636e\u878d\u5408\u3002\n\n2. \u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u4e0e\u5254\u9664 \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u66f2\u7ebf\u548c\u76f8\u6001\u5224\u522b\uff0c\u8bbe\u5b9a\u7269\u7406\u5408\u7406\u6027\u9608\u503c\uff0c\u521d\u6b65\u7b5b\u67e5\u5f02\u5e38\u6570\u636e\u3002 \n- \u91c7\u7528\u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff08\u5b64\u7acb\u68ee\u6797Isolation Forest\u3001\u5c40\u90e8\u5f02\u5e38\u56e0\u5b50LOF\u3001\u81ea\u52a8\u7f16\u7801\u5668AE\uff09\u5bf9\u591a\u7ef4\u7279\u5f81\uff08\u6e29\u5ea6\u3001\u538b\u529b\u3001\u81ea\u7531\u80fd\u3001\u6bd4\u70ed\u5bb9\u3001\u5185\u80fd\u7b49\uff09\u8fdb\u884c\u81ea\u52a8\u5f02\u5e38\u8bc6\u522b\u3002 \n- \u7ed3\u5408\u7269\u7406\u7ea6\u675f\u8c03\u6574\u5f02\u5e38\u5224\u5b9a\u9608\u503c\uff0c\u4fdd\u8bc1\u5254\u9664\u7684\u5f02\u5e38\u6570\u636e\u7b26\u5408\u7269\u7406\u903b\u8f91\u3002 \n- \u81ea\u52a8\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u6807\u8bb0\u7f3a\u5931\u6570\u636e\u533a\u57df\u3002\n\n3. \u6570\u636e\u63d2\u503c\u4e0e\u8865\u5168 \n- \u5229\u7528\u673a\u5668\u5b66\u4e60\u56de\u5f52\u6a21\u578b\u62df\u5408\u7684\u8fde\u7eed\u51fd\u6570\u5bf9\u7f3a\u5931\u548c\u5f02\u5e38\u5254\u9664\u533a\u57df\u8fdb\u884c\u63d2\u503c\u8865\u5168\u3002 \n- \u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u6807\u6ce8\u8865\u5168\u6570\u636e\u7684\u7f6e\u4fe1\u5ea6\uff0c\u4f9b\u540e\u7eed\u6a21\u62df\u53c2\u8003\u3002\n\n4. \u70ed\u7269\u6027\u53c2\u6570\u6821\u6b63 \n- \u5229\u7528\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u4e0d\u540c\u6e29\u5ea6\u548c\u538b\u529b\u4e0b\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u6821\u6b63\u5b9e\u9a8c\u6d4b\u91cf\u548cCFD\u6a21\u62df\u6570\u636e\u4e2d\u7684\u8bef\u5dee\u3002 \n- \u4fdd\u8bc1\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u5408\u7406\u6027\u3002\n\n\u4e09\u3001\u9884\u5904\u7406\u6570\u636e\u8f93\u51fa\u5185\u5bb9\n\n- \u7269\u7406\u4e00\u81f4\u7684\u8239\u4f53\u8868\u9762\u538b\u529b\u5206\u5e03\u6570\u636e\uff0c\u5305\u542b\u6e05\u6d17\u5254\u9664\u5f02\u5e38\u70b9\u540e\u7684\u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u6570\u636e\u3002 \n- \u8239\u4f53\u5468\u56f4\u6d41\u573a\u901f\u5ea6\u573a\u548c\u6e4d\u6d41\u53c2\u6570\u6570\u636e\uff0c\u7ecf\u8fc7\u591a\u5c3a\u5ea6\u878d\u5408\u548c\u5f02\u5e38\u5254\u9664\u3002 \n- \u6e29\u5ea6\u4f9d\u8d56\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\uff09\u8fde\u7eed\u51fd\u6570\u53ca\u5176\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\u3002 \n- \u6807\u6ce8\u5f02\u5e38\u5254\u9664\u548c\u63d2\u503c\u8865\u5168\u533a\u57df\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u6574\u6027\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u6240\u9700\u7684\u6821\u6b63\u7269\u6027\u53c2\u6570\u96c6\u3002\n\n\u56db\u3001\u9884\u5904\u7406\u6570\u636e\u8d28\u91cf\u4fdd\u8bc1\n\n- \u591a\u5c3a\u5ea6\u8026\u5408\u786e\u4fdd\u5fae\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5b8f\u89c2\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u76f8\u4e92\u9a8c\u8bc1\uff0c\u63d0\u5347\u6570\u636e\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u673a\u5668\u5b66\u4e60\u5f02\u5e38\u68c0\u6d4b\u7ed3\u5408\u7269\u7406\u6a21\u578b\u7ea6\u675f\uff0c\u81ea\u52a8\u9ad8\u6548\u5254\u9664\u975e\u7269\u7406\u5408\u7406\u6570\u636e\uff0c\u964d\u4f4e\u4eba\u5de5\u5e72\u9884\u3002 \n- \u63d2\u503c\u8865\u5168\u7ed3\u5408\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u660e\u786e\u6570\u636e\u53ef\u4fe1\u5ea6\uff0c\u8f85\u52a9\u540e\u7eed\u6a21\u62df\u98ce\u9669\u63a7\u5236\u3002 \n- \u6301\u7eed\u53cd\u9988\u673a\u5236\u5b9e\u73b0\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\u7684\u8fed\u4ee3\u4f18\u5316\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u4e0e\u6a21\u62df\u7cbe\u5ea6\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u5177\u5907\u9ad8\u7269\u7406\u771f\u5b9e\u6027\u3001\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u80fd\u591f\u6709\u6548\u652f\u6301\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u4e0e\u5efa\u6a21\u7684\u4f18\u5316\u9700\u6c42\uff0c\u63a8\u52a8\u8239\u8236\u8bbe\u8ba1\u6027\u80fd\u63d0\u5347\u548c\u5236\u9020\u5de5\u827a\u521b\u65b0\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u51fa\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u53c2\u6570\u7684\u521d\u6b65\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u6a21\u578b\u4f18\u5316\u65b9\u6848" + ], + "Action_Result": "\u57fa\u4e8e\u6240\u63d0\u4f9b\u7684\u6a21\u578b\u4f18\u5316\u65b9\u6848\u53ca\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u9488\u5bf9\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u53c2\u6570\u4f18\u5316\uff0c\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u65b9\u6848\uff0c\u91cd\u70b9\u517c\u987e\u6a21\u62df\u51c6\u786e\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\uff1a\n\n---\n\n## \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u53c2\u6570\u521d\u6b65\u65b9\u6848\n\n### \u4e00\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u8868\u8fbe\u4e0e\u66f4\u65b0\n\n1. **\u91c7\u7528\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u62df\u5408\u70ed\u7269\u6027\u53c2\u6570** \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u4e2d\u901a\u8fc7MD\u548cDFT\u83b7\u5f97\u7684\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u7b49\u591a\u53d8\u91cf\u8fde\u7eed\u51fd\u6570\uff0c\u6784\u5efa\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u6216\u9ad8\u65af\u8fc7\u7a0b\u7684\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u6a21\u578b\u3002 \n - \u6a21\u578b\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\uff08\u5982\u71b5\u4ea7\u751f\u3001\u80fd\u91cf\u5b88\u6052\uff09\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\uff0c\u5e76\u8f93\u51fa\u4e0d\u786e\u5b9a\u6027\u4f30\u8ba1\uff0c\u8f85\u52a9\u98ce\u9669\u63a7\u5236\u3002 \n - \u5b9e\u73b0\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\u7b49\u591a\u53d8\u91cf\u8f93\u5165\u4e0b\u7684\u52a8\u6001\u53c2\u6570\u9884\u6d4b\uff0c\u6ee1\u8db3\u590d\u6742\u5de5\u51b5\u4e0b\u7684\u7269\u6027\u53d8\u5316\u9700\u6c42\u3002\n\n2. **\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u8026\u5408\u66f4\u65b0** \n - \u5728CFD\u6a21\u62df\u8fc7\u7a0b\u4e2d\uff0c\u5b9a\u671f\u8c03\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u52a8\u6001\u66f4\u65b0\u5bc6\u5ea6\u03c1(T,P,C)\u3001\u52a8\u529b\u7c98\u5ea6\u03bc(T,P,C)\u548c\u6bd4\u70ed\u5bb9Cp(T,P,C)\uff0c\u4fdd\u8bc1\u53c2\u6570\u4e0e\u6d41\u573a\u72b6\u6001\u4e00\u81f4\u3002 \n - \u5f15\u5165\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u8c03\u6574\u53c2\u6570\u66f4\u65b0\u9891\u7387\uff0c\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u4e0e\u7269\u7406\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\n\n1. **\u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u4e0e\u6e4d\u6d41\u5f3a\u5ea6\u7684\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09** \n - \u7ed3\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u6d41\u573a\u901f\u5ea6\u3001\u538b\u529b\u53ca\u6e4d\u6d41\u53c2\u6570\uff0c\u52a8\u6001\u52a0\u5bc6\u8239\u4f53\u8868\u9762\u53ca\u591a\u76f8\u754c\u9762\u5173\u952e\u533a\u57df\u7f51\u683c\uff0c\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\u3002 \n - \u5229\u7528\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u4f5c\u4e3a\u7f51\u683c\u7ec6\u5316\u6307\u6807\uff0c\u786e\u4fdd\u76f8\u53d8\u548c\u754c\u9762\u52a8\u529b\u5b66\u7684\u9ad8\u5206\u8fa8\u7387\u6a21\u62df\u3002 \n - \u975e\u5173\u952e\u533a\u57df\u91c7\u7528\u7c97\u7f51\u683c\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u91cf\u3002\n\n2. **\u8bef\u5dee\u9a71\u52a8\u7684\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u8c03\u6574** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u65f6\u95f4\u6b65\u957f\uff0c\u9632\u6b62\u6570\u503c\u632f\u8361\u548c\u53d1\u6563\u3002 \n - \u91c7\u7528\u5c40\u90e8\u622a\u65ad\u8bef\u5dee\u4f30\u8ba1\u9a71\u52a8\u6b65\u957f\u63a7\u5236\uff0c\u517c\u987e\u6a21\u62df\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\n\n---\n\n### \u4e09\u3001\u8fb9\u754c\u6761\u4ef6\u4e0e\u591a\u7269\u7406\u573a\u8026\u5408\u53c2\u6570\u8bbe\u8ba1\n\n1. **\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316** \n - \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u4e0e\u71b5\u72b6\u6001\uff0c\u5b9e\u65f6\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u7279\u6027\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n - \u7ed3\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u538b\u529b\u4f20\u611f\u5668\u9635\u5217\u53ca\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n2. **\u591a\u7269\u7406\u573a\u8026\u5408\u53c2\u6570\u63a5\u53e3\u6807\u51c6\u5316** \n - \u8bbe\u8ba1\u7edf\u4e00\u63a5\u53e3\uff0c\u53c2\u6570\u5305\u62ec\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u5b50\u6a21\u578b\u7684\u8026\u5408\u53d8\u91cf\uff0c\u652f\u6301\u6a21\u5757\u5316\u66ff\u6362\u548c\u5347\u7ea7\u3002 \n - \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u4f20\u9012\u548c\u53cd\u9988\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u89c4\u5f8b\u3002\n\n---\n\n### \u56db\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\n\n1. **\u96c6\u6210\u5728\u7ebf\u5b66\u4e60\u673a\u5236** \n - \u7ed3\u5408\u5b9e\u9a8c\u548c\u73b0\u573a\u91c7\u96c6\u6570\u636e\uff0c\u5229\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u6216\u53d8\u5206\u540c\u5316\u6280\u672f\u5b9e\u65f6\u6821\u6b63\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u5347\u53c2\u6570\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002 \n - \u901a\u8fc7\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002\n\n2. **\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u4e0e\u98ce\u9669\u63a7\u5236** \n - \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u7684\u98ce\u9669\u8bc4\u4f30\u548c\u51b3\u7b56\u652f\u6301\u3002 \n - \u6839\u636e\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u91cd\u70b9\u63d0\u5347\u9ad8\u98ce\u9669\u533a\u57df\u7684\u6a21\u62df\u7cbe\u5ea6\u3002\n\n---\n\n### \u4e94\u3001\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n1. **\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u53c2\u6570\u8bbe\u7f6e** \n - \u4f18\u5316MD\u6a21\u62df\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u53caCFD\u6c42\u89e3\u7684\u5e76\u884c\u53c2\u6570\u914d\u7f6e\uff0c\u5229\u7528GPU\u52a0\u901f\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002 \n - \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u8c03\u6574\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002\n\n2. **\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u5207\u6362\u9608\u503c\u8bbe\u5b9a** \n - \u8bbe\u5b9a\u7269\u7406\u7ea6\u675f\u964d\u9636\u6a21\u578b\u7684\u5207\u6362\u6761\u4ef6\uff0c\u4fdd\u8bc1\u5173\u952e\u5de5\u51b5\u4e0b\u4f7f\u7528\u9ad8\u4fdd\u771f\u6a21\u578b\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u964d\u4f4e\u8ba1\u7b97\u91cf\u3002\n\n---\n\n## \u9884\u671f\u6548\u679c\n\n- \u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u51c6\u786e\u5ea6\u63d0\u5347\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u6d41\u56fa\u8026\u5408\u53ca\u591a\u7269\u7406\u573a\u5de5\u51b5\u7684\u9002\u5e94\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u63d0\u5347\u5c40\u90e8\u7cbe\u5ea6\u7684\u540c\u65f6\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\uff0c\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u9884\u8ba1\u8d85\u8fc730%\u3002 \n- \u8fb9\u754c\u6761\u4ef6\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u53c2\u6570\u52a8\u6001\u8c03\u6574\u4fdd\u8bc1\u6a21\u62df\u7269\u7406\u771f\u5b9e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u53ef\u9760\u6027\u4e0e\u9c81\u68d2\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8be5\u521d\u6b65\u65b9\u6848\u57fa\u4e8e\u6a21\u578b\u4f18\u5316\u65b9\u6848\u7684\u7406\u8bba\u6846\u67b6\u548c\u9884\u5904\u7406\u6570\u636e\u4f18\u52bf\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u4e86\u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u66f4\u65b0\u3001\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u53c2\u6570\u7ba1\u7406\u53ca\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u4f18\u5316\u7b56\u7565\uff0c\u4e3a\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u6548\u7387\u7684\u8239\u8236\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u5f00\u5c55\u65b9\u6848\u7684\u6a21\u5757\u5316\u5b9e\u73b0\u4e0e\u96c6\u6210\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u53c2\u6570\u4f18\u5316\u6548\u679c\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u62df\u6280\u672f\u7684\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u83b7\u53d6\u7cbe\u5ea6\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u53ca\u5df2\u6709\u6a21\u578b\u4f18\u5316\u65b9\u6848\uff0c\u9488\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u83b7\u53d6\u7684\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u4ee5\u4e0b\u6539\u8fdb\u5efa\u8bae\uff0c\u4ee5\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u83b7\u53d6\u7cbe\u5ea6\u548c\u7269\u7406\u4e00\u81f4\u6027\uff1a\n\n---\n\n## \u4e00\u3001\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u6539\u8fdb\u5efa\u8bae\n\n### 1. \u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u589e\u5f3a\u91c7\u6837\u6280\u672f\u96c6\u6210\n\n- **\u5f15\u5165\u589e\u5f3a\u91c7\u6837\u65b9\u6cd5\uff08Metadynamics\u3001Umbrella Sampling\uff09** \n \u5bf9MD\u6a21\u62df\u4e2d\u7684\u81ea\u7531\u80fd\u9762\u8fdb\u884c\u52a0\u901f\u63a2\u7d22\uff0c\u7279\u522b\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u76f8\u53d8\u3001\u754c\u9762\u52a8\u529b\u5b66\u7b49\u5173\u952e\u8fc7\u7a0b\uff0c\u63d0\u5347\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u53ca\u6bd4\u70ed\u5bb9Cp\u7b49\u70ed\u529b\u5b66\u53c2\u6570\u7684\u91c7\u6837\u8986\u76d6\u5ea6\u548c\u51c6\u786e\u6027\u3002 \n- **\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df** \n \u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5e73\u53f0\u5e76\u884c\u6267\u884c\u591a\u7ec4\u6001MD\u91c7\u6837\uff0c\u6784\u5efa\u8986\u76d6\u5e7f\u6cdb\u5de5\u51b5\u7684\u70ed\u7269\u6027\u6570\u636e\u5e93\uff0c\u51cf\u5c11\u7edf\u8ba1\u8bef\u5dee\uff0c\u63d0\u5347\u53c2\u6570\u7684\u7269\u7406\u4ee3\u8868\u6027\u3002 \n- **Green-Kubo\u516c\u5f0f\u4e0eDFT\u4fee\u6b63\u7ed3\u5408** \n \u91c7\u7528Green-Kubo\u516c\u5f0f\u8ba1\u7b97\u52a8\u529b\u7c98\u5ea6\u03bc\uff0c\u7ed3\u5408DFT\u6570\u636e\u4fee\u6b63\u5fae\u89c2\u7ed3\u6784\u5bf9\u7c98\u5ea6\u548c\u5bc6\u5ea6\u03c1\u7684\u5f71\u54cd\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 2. \u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u4f18\u5316\n\n- **\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52** \n \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u62df\u5408\u70ed\u529b\u5b66\u53c2\u6570\u7684\u591a\u53d8\u91cf\u8fde\u7eed\u51fd\u6570\uff0c\u7ea6\u675f\u6a21\u578b\u6ee1\u8db3\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u70ed\u529b\u5b66\u5b9a\u5f8b\uff0c\u907f\u514d\u975e\u7269\u7406\u9884\u6d4b\u3002 \n- **\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u4e0e\u654f\u611f\u6027\u5206\u6790** \n \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u7ed3\u5408\u654f\u611f\u6027\u5206\u6790\u8bc6\u522b\u5173\u952e\u53c2\u6570\u5f71\u54cd\u56e0\u7d20\uff0c\u6307\u5bfc\u540e\u7eed\u6570\u636e\u91c7\u96c6\u548c\u6a21\u578b\u8c03\u6574\uff0c\u63d0\u5347\u9884\u6d4b\u53ef\u9760\u6027\u3002 \n- **\u52a8\u6001\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316** \n \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u91cf\u548c\u73b0\u573a\u91c7\u96c6\u6570\u636e\uff0c\u91c7\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u6216\u53d8\u5206\u540c\u5316\u6280\u672f\u5b9e\u65f6\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u51cf\u5c11\u6a21\u578b\u6f02\u79fb\uff0c\u63d0\u5347\u52a8\u6001\u5de5\u51b5\u4e0b\u53c2\u6570\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n### 3. \u81ea\u9002\u5e94\u6570\u503c\u683c\u5f0f\u4e0e\u7ed3\u6784\u4fdd\u6301\u7b97\u6cd5\n\n- **\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\u8bbe\u8ba1** \n \u5728\u6570\u503c\u6c42\u89e3\u6d41\u4f53\u52a8\u529b\u5b66\u65b9\u7a0b\u65f6\uff0c\u91c7\u7528\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u7ed3\u6784\u4fdd\u6301\u683c\u5f0f\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u7684\u5408\u7406\u6027\uff0c\u9632\u6b62\u6570\u503c\u632f\u8361\u548c\u975e\u7269\u7406\u80fd\u91cf\u79ef\u7d2f\u3002 \n- **\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u4e0e\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\u5efa\u6a21** \n \u5b9e\u73b0\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u5904\u71b5\u6d41\u7684\u52a8\u6001\u6f14\u5316\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u5728\u754c\u9762\u533a\u57df\u7684\u51c6\u786e\u6355\u6349\u80fd\u529b\u3002\n\n### 4. \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7a7a\u95f4\u7f51\u683c\u7b56\u7565\n\n- **\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236** \n \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u548c\u6d41\u56fa\u8026\u5408\u65f6\u95f4\u5c3a\u5ea6\uff0c\u52a8\u6001\u8c03\u6574\u65f6\u95f4\u6b65\u957f\uff0c\u5e73\u8861\u8ba1\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\uff0c\u907f\u514d\u6570\u503c\u53d1\u6563\u3002 \n- **\u57fa\u4e8e\u70ed\u529b\u5b66\u68af\u5ea6\u548c\u6e4d\u6d41\u5f3a\u5ea6\u7684\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09** \n \u52a8\u6001\u52a0\u5bc6\u81ea\u7531\u80fd\u68af\u5ea6\u5927\u3001\u76f8\u53d8\u6d3b\u8dc3\u53ca\u6e4d\u6d41\u5f3a\u70c8\u533a\u57df\u7684\u7f51\u683c\uff0c\u63d0\u9ad8\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u89e3\u6790\u5ea6\uff0c\u4fdd\u969c\u6a21\u62df\u7cbe\u5ea6\u3002\n\n---\n\n## \u4e8c\u3001\u6a21\u62df\u6280\u672f\u6539\u8fdb\u5efa\u8bae\n\n### 1. \u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u53c2\u6570\u52a8\u6001\u53cd\u9988\u673a\u5236\n\n- **\u57fa\u4e8e\u975e\u5e73\u8861\u7edf\u8ba1\u529b\u5b66\u7684\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u8026\u5408** \n \u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u7ed3\u6784\u529b\u5b66\u7684\u5b9e\u65f6\u8026\u5408\uff0c\u4fdd\u8bc1\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u89c4\u5f8b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- **\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u8bbe\u8ba1** \n \u652f\u6301\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u4f20\u9012\u548c\u53cd\u9988\uff0c\u4fbf\u4e8e\u6a21\u578b\u5347\u7ea7\u548c\u7b97\u6cd5\u66ff\u6362\uff0c\u63d0\u5347\u6a21\u62df\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\u3002\n\n### 2. \u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u7684\u96c6\u6210\u5e94\u7528\n\n- **\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\u6784\u5efa** \n \u5728\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u964d\u4f4e\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u5b9e\u73b0\u9ad8\u6548\u53c2\u6570\u9884\u6d4b\u548c\u5feb\u901f\u6a21\u62df\u3002 \n- **\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236** \n \u6839\u636e\u6a21\u62df\u5de5\u51b5\u548c\u53c2\u6570\u4e0d\u786e\u5b9a\u6027\uff0c\u667a\u80fd\u5207\u6362\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\uff0c\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002\n\n### 3. \u9ad8\u6027\u80fd\u8ba1\u7b97\u4e0e\u5e76\u884c\u52a0\u901f\n\n- **\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u7b56\u7565** \n \u5305\u62ecMD\u6a21\u62dfGPU\u52a0\u901f\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65ad\u7684\u5e76\u884c\u5316\u3001CFD\u6c42\u89e3\u7684\u5206\u5e03\u5f0f\u5e76\u884c\uff0c\u63d0\u5347\u6574\u4f53\u8ba1\u7b97\u6548\u7387\u3002 \n- **\u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6** \n \u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u8d44\u6e90\uff0c\u91cd\u70b9\u4fdd\u969c\u5173\u952e\u533a\u57df\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\u3002\n\n---\n\n## \u4e09\u3001\u9884\u671f\u63d0\u5347\u6548\u679c\n\n- \u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u3001\u5bc6\u5ea6\u03c1\uff09\u91c7\u6837\u8986\u76d6\u5ea6\u548c\u51c6\u786e\u6027\u663e\u8457\u63d0\u5347\uff0c\u7269\u7406\u4e00\u81f4\u6027\u589e\u5f3a\u3002 \n- \u673a\u5668\u5b66\u4e60\u6a21\u578b\u9884\u6d4b\u7684\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u54cd\u5e94\u80fd\u529b\u589e\u5f3a\uff0c\u9002\u5e94\u590d\u6742\u591a\u53d8\u5de5\u51b5\u3002 \n- \u81ea\u9002\u5e94\u6570\u503c\u65b9\u6cd5\u4fdd\u969c\u6a21\u62df\u7a33\u5b9a\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u6ee1\u8db3\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u4f53\u73af\u5883\u7684\u5b9e\u65f6\u6a21\u62df\u9700\u6c42\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u7ed3\u5408\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u7684\u591a\u5c3a\u5ea6\u878d\u5408\u4f18\u52bf\uff0c\u5efa\u8bae\u91c7\u7528\u589e\u5f3a\u91c7\u6837\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u3001\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u53ca\u81ea\u9002\u5e94\u6570\u503c\u65b9\u6cd5\u76f8\u7ed3\u5408\u7684\u7b56\u7565\uff0c\u7cfb\u7edf\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u7684\u83b7\u53d6\u7cbe\u5ea6\u548c\u52a8\u6001\u9884\u6d4b\u80fd\u529b\uff0c\u4e3a\u8239\u8236\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u652f\u6491\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u8bbe\u8ba1\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\uff0c\u5e76\u8fdb\u884c\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u6a21\u578b\u4f18\u5316\u65b9\u6848\u3001\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5efa\u8bae\uff0c\u73b0\u8bbe\u8ba1\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\uff0c\u5e76\u89c4\u5212\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u6b65\u9aa4\uff0c\u9a8c\u8bc1\u6a21\u578b\u6027\u80fd\u6539\u8fdb\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n---\n\n## \u4e00\u3001\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\n\n### 1. \u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u5b9e\u73b0\n\n- **\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6784\u5efa** \n - \u91c7\u7528\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6df7\u5408\u6a21\u578b\uff0c\u62df\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u591a\u53d8\u91cf\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u53ca\u5bc6\u5ea6\u03c1\u51fd\u6570\u3002 \n - \u6a21\u578b\u8f93\u5165\u5305\u542b\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\uff0c\u8f93\u51fa\u5bf9\u5e94\u70ed\u7269\u6027\u53c2\u6570\u53ca\u4e0d\u786e\u5b9a\u6027\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\u3002\n\n- **\u52a8\u6001\u53c2\u6570\u66f4\u65b0\u673a\u5236** \n - \u5728CFD\u6c42\u89e3\u5668\u4e2d\u96c6\u6210\u8be5\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u57fa\u4e8e\u5f53\u524d\u6d41\u573a\u72b6\u6001\u5468\u671f\u8c03\u7528\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u3002 \n - \u91c7\u7528\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4f9d\u636e\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u8c03\u6574\u8c03\u7528\u9891\u7387\uff0c\u5e73\u8861\u7cbe\u5ea6\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n### 2. \u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u589e\u5f3a\u91c7\u6837\u96c6\u6210\n\n- **MD\u6a21\u62df\u589e\u5f3a\u91c7\u6837\u6570\u636e\u5229\u7528** \n - \u7ed3\u5408Metadynamics\u548cUmbrella Sampling\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u6269\u5145\u81ea\u7531\u80fd\u9762\u6570\u636e\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u7684\u8986\u76d6\u5ea6\u548c\u51c6\u786e\u6027\u3002 \n - \u5229\u7528\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df\u7ed3\u679c\u6784\u5efa\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u6570\u636e\u5e93\uff0c\u4f9b\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002\n\n- **Green-Kubo\u516c\u5f0f\u4e0eDFT\u6570\u636e\u878d\u5408** \n - \u7ed3\u5408Green-Kubo\u516c\u5f0f\u8ba1\u7b97\u52a8\u529b\u7c98\u5ea6\uff0c\u5229\u7528DFT\u6570\u636e\u4fee\u6b63\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\uff0c\u786e\u4fdd\u7c98\u5ea6\u548c\u5bc6\u5ea6\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 3. \u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316\n\n- **\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f** \n - \u5b9e\u73b0\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u7684\u5408\u7406\u6027\uff0c\u9632\u6b62\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n - \u8bbe\u8ba1\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u53ca\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7cbe\u786e\u6355\u6349\u591a\u76f8\u754c\u9762\u4e0e\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002\n\n- **\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u548c\u6e4d\u6d41\u5f3a\u5ea6\uff0c\u91c7\u7528AMR\u6280\u672f\u52a8\u6001\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u5347\u5173\u952e\u533a\u57df\u89e3\u6790\u5ea6\u3002 \n - \u91c7\u7528\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u6b65\u957f\uff0c\u786e\u4fdd\u6570\u503c\u7a33\u5b9a\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\n\n- **\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3** \n - \u8bbe\u8ba1\u7edf\u4e00\u63a5\u53e3\u6807\u51c6\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u3001\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u6a21\u578b\u7684\u52a8\u6001\u8026\u5408\u3002 \n - \u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u6d41\u56fa\u8026\u5408\u7684\u52a8\u6001\u53cd\u9988\uff0c\u786e\u4fdd\u80fd\u91cf\u5b88\u6052\u548c\u71b5\u4ea7\u751f\u89c4\u5f8b\u3002\n\n- **\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316** \n - \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u52a8\u6001\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u6761\u4ef6\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u538b\u529b\u4f20\u611f\u5668\u548c\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u5b9e\u65f6\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\u3002\n\n### 5. \u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\n\n- **\u5b9e\u65f6\u6570\u636e\u540c\u5316** \n - \u96c6\u6210\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6d4b\u91cf\u53ca\u73b0\u573a\u91c7\u96c6\u6570\u636e\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002 \n - \u5b9e\u65bd\u5f02\u5e38\u68c0\u6d4b\uff08\u5b64\u7acb\u68ee\u6797\u3001\u81ea\u52a8\u7f16\u7801\u5668\u7b49\uff09\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002\n\n- **\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u4e0e\u98ce\u9669\u63a7\u5236** \n - \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u98ce\u9669\u8bc4\u4f30\u3002 \n - \u6839\u636e\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\uff0c\u91cd\u70b9\u63d0\u5347\u9ad8\u98ce\u9669\u533a\u57df\u6a21\u62df\u7cbe\u5ea6\u3002\n\n### 6. \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n- **\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97** \n - \u5229\u7528GPU\u52a0\u901fMD\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad\uff0cCFD\u6c42\u89e3\u91c7\u7528\u5206\u5e03\u5f0f\u5e76\u884c\u3002 \n - \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u4f18\u5316\u8d44\u6e90\u8c03\u5ea6\u3002\n\n- **\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210** \n - \u6784\u5efa\u7269\u7406\u7ea6\u675f\u964d\u9636\u6a21\u578b\uff0c\u5b9e\u73b0\u5173\u952e\u5de5\u51b5\u4e0b\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u63d0\u5347\u6548\u7387\u3002 \n - \u8bbe\u8ba1\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236\uff0c\u667a\u80fd\u5224\u5b9a\u6a21\u578b\u5207\u6362\u65f6\u673a\u3002\n\n---\n\n## \u4e8c\u3001\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u8ba1\u5212\n\n### 1. \u6a21\u62df\u73af\u5883\u51c6\u5907\n\n- \u914d\u7f6e\u591a\u7269\u7406\u573a\u8026\u5408CFD\u5e73\u53f0\uff0c\u96c6\u6210\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u548c\u81ea\u9002\u5e94\u7f51\u683c\u3001\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u529f\u80fd\u3002 \n- \u5bfc\u5165\u9884\u5904\u7406\u540e\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u521d\u59cb\u5316\u8fb9\u754c\u6761\u4ef6\u548c\u7269\u6027\u53c2\u6570\u3002\n\n### 2. \u6d4b\u8bd5\u6848\u4f8b\u8bbe\u8ba1\n\n- **\u57fa\u51c6\u6848\u4f8b**\uff1a\u91c7\u7528\u6807\u51c6\u8239\u4f53\u51e0\u4f55\u5f62\u72b6\uff0c\u6a21\u62df\u7a33\u6001\u822a\u884c\u5de5\u51b5\uff0c\u9a8c\u8bc1\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- **\u590d\u6742\u5de5\u51b5\u6848\u4f8b**\uff1a\u5f15\u5165\u6d41\u56fa\u8026\u5408\u3001\u70ed\u4f20\u5bfc\u53ca\u591a\u7ec4\u5206\u6d41\u4f53\uff0c\u6d4b\u8bd5\u6a21\u578b\u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u66f4\u65b0\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u6027\u80fd\u3002 \n- **\u6781\u7aef\u5de5\u51b5\u6848\u4f8b**\uff1a\u6a21\u62df\u6e29\u5ea6\u3001\u538b\u529b\u5927\u5e45\u6ce2\u52a8\u53ca\u76f8\u53d8\u8fc7\u7a0b\uff0c\u68c0\u9a8c\u589e\u5f3a\u91c7\u6837\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9c81\u68d2\u6027\u3002\n\n### 3. \u6027\u80fd\u6307\u6807\u4e0e\u8bc4\u4f30\n\n- **\u7269\u7406\u771f\u5b9e\u6027**\uff1a\u5bf9\u6bd4\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\uff08\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u3001\u6e4d\u6d41\u7ed3\u6784\uff09\uff0c\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002 \n- **\u6570\u503c\u7a33\u5b9a\u6027**\uff1a\u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u3001\u80fd\u91cf\u5b88\u6052\u60c5\u51b5\uff0c\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- **\u8ba1\u7b97\u6548\u7387**\uff1a\u7edf\u8ba1\u8ba1\u7b97\u65f6\u95f4\uff0c\u8bc4\u4f30\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u5e26\u6765\u7684\u6027\u80fd\u63d0\u5347\u3002 \n- **\u6a21\u578b\u9c81\u68d2\u6027**\uff1a\u5206\u6790\u4e0d\u540c\u5de5\u51b5\u4e0b\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u7684\u7f6e\u4fe1\u533a\u95f4\u53ca\u8bef\u5dee\u5206\u5e03\u3002\n\n### 4. \u8fed\u4ee3\u4f18\u5316\n\n- \u6839\u636e\u6d4b\u8bd5\u7ed3\u679c\u8c03\u6574\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53c2\u6570\u3001\u7f51\u683c\u7ec6\u5316\u9608\u503c\u53ca\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u7b56\u7565\u3002 \n- \u4f18\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u53ca\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u7b97\u6cd5\u3002 \n- \u6301\u7eed\u96c6\u6210\u6700\u65b0\u5b9e\u9a8c\u6570\u636e\uff0c\u5b8c\u5584\u6570\u636e\u540c\u5316\u6d41\u7a0b\u3002\n\n---\n\n## \u4e09\u3001\u9884\u671f\u6548\u679c\n\n- \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u3001\u7269\u7406\u4e00\u81f4\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u771f\u5b9e\u6027\u548c\u9002\u5e94\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\uff0c\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u9884\u8ba1\u8d85\u8fc730%\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u52a0\u7d27\u5bc6\uff0c\u652f\u6301\u6d41\u56fa\u8026\u5408\u53ca\u70ed\u4f20\u5bfc\u7b49\u590d\u6742\u5de5\u51b5\u7684\u9ad8\u4fdd\u771f\u6a21\u62df\u3002 \n- \u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u589e\u5f3a\u6a21\u578b\u9c81\u68d2\u6027\u548c\u98ce\u9669\u63a7\u5236\u80fd\u529b\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u5efa\u8bae\uff0c\u7ed3\u5408\u6a21\u578b\u4f18\u5316\u65b9\u6848\u548c\u9884\u5904\u7406\u6570\u636e\uff0c\u5b8c\u6210\u4e86\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\u8bbe\u8ba1\u53ca\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u89c4\u5212\uff0c\u4e0b\u4e00\u6b65\u5c06\u5f00\u5c55\u6a21\u5757\u5316\u5b9e\u73b0\u4e0e\u96c6\u6210\u4eff\u771f\u9a8c\u8bc1\uff0c\u63a8\u52a8\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u6027\u80fd\u7684\u663e\u8457\u63d0\u5347\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\u7684\u5408\u7406\u6027\u548c\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u63d0\u51fa\u7684\u4f18\u5316\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\u603b\u4f53\u5408\u7406\uff0c\u7cfb\u7edf\u6027\u5f3a\uff0c\u5145\u5206\u7ed3\u5408\u4e86\u6a21\u578b\u4f18\u5316\u65b9\u6848\u548c\u9884\u5904\u7406\u6570\u636e\u4f18\u52bf\uff0c\u7279\u522b\u662f\u5728\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u4e0e\u591a\u7269\u7406\u573a\u8026\u5408\u65b9\u9762\u4f53\u73b0\u4e86\u8f83\u9ad8\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\u9488\u5bf9\u65b9\u6848\uff0c\u6211\u5efa\u8bae\u5173\u6ce8\u4ee5\u4e0b\u4e24\u70b9\u6539\u8fdb\u65b9\u5411\uff1a\n\n1. **\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5728\u7ebf\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d1f\u8f7d\u5e73\u8861** \n \u52a8\u6001\u8c03\u7528\u673a\u5668\u5b66\u4e60\u6a21\u5757\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u66f4\u65b0\u65f6\uff0c\u9700\u8fdb\u4e00\u6b65\u660e\u786e\u5728\u7ebf\u5b66\u4e60\u548c\u6570\u636e\u540c\u5316\u7684\u8c03\u7528\u9891\u7387\u4e0e\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u7b56\u7565\uff0c\u907f\u514d\u8fc7\u9ad8\u9891\u7387\u5bfc\u81f4\u8ba1\u7b97\u74f6\u9888\uff0c\u540c\u65f6\u4fdd\u8bc1\u6a21\u578b\u54cd\u5e94\u901f\u5ea6\u548c\u7cbe\u5ea6\uff0c\u5efa\u8bae\u7ed3\u5408\u8bef\u5dee\u9608\u503c\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u52a8\u6001\u8c03\u8282\u3002\n\n2. **\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u7684\u6a21\u5757\u5316\u7075\u6d3b\u6027** \n \u867d\u8bbe\u8ba1\u4e86\u7edf\u4e00\u63a5\u53e3\u6807\u51c6\uff0c\u4f46\u5b9e\u9645\u591a\u7269\u7406\u573a\u8026\u5408\u4e2d\u4e0d\u540c\u5b50\u6a21\u578b\u95f4\u6570\u636e\u683c\u5f0f\u548c\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\u8f83\u5927\uff0c\u5efa\u8bae\u5728\u63a5\u53e3\u8bbe\u8ba1\u4e2d\u589e\u52a0\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\uff0c\u63d0\u5347\u6a21\u5757\u66ff\u6362\u548c\u5347\u7ea7\u65f6\u7684\u517c\u5bb9\u6027\u4e0e\u7a33\u5b9a\u6027\u3002\n\n\u6574\u4f53\u800c\u8a00\uff0c\u8be5\u65b9\u6848\u4e3a\u540e\u7eed\u6a21\u62df\u6d4b\u8bd5\u548c\u6027\u80fd\u9a8c\u8bc1\u5960\u5b9a\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u7ec6\u5316\u4e0a\u8ff0\u4e24\u70b9\u5c06\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u5b9e\u7528\u6027\u548c\u9c81\u68d2\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6", + "Description": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u8c03\u6574\u4f18\u5316\u65b9\u6848\u548c\u6a21\u62df\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u6027\u80fd\u548c\u9002\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u9488\u5bf9\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u5b9e\u73b0\u65b9\u6848\u4e2d\u7684\u673a\u5668\u5b66\u4e60\u6a21\u5757\u5728\u7ebf\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d1f\u8f7d\u5e73\u8861\uff0c\u4ee5\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u7684\u6a21\u5757\u5316\u7075\u6d3b\u6027\uff0c\u8fdb\u884c\u4e86\u9488\u5bf9\u6027\u8c03\u6574\u548c\u5b8c\u5584\u3002\u4ee5\u4e0b\u662f\u8c03\u6574\u540e\u7684\u5b8c\u6574\u4f18\u5316\u65b9\u6848\u53ca\u6a21\u62df\u6d4b\u8bd5\u89c4\u5212\uff0c\u65e8\u5728\u63d0\u5347\u6a21\u578b\u7684\u6027\u80fd\u3001\u9002\u7528\u6027\u548c\u9c81\u68d2\u6027\u3002\n\n---\n\n## Improved version of \u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\u53ca\u6a21\u62df\u6d4b\u8bd5\u89c4\u5212\n\n---\n\n## \u4e00\u3001\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u578b\u5177\u4f53\u5b9e\u73b0\u65b9\u6848\uff08\u8c03\u6574\u7248\uff09\n\n### 1. \u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u5b9e\u73b0\n\n- **\u7269\u7406\u7ea6\u675f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6784\u5efa** \n - \u91c7\u7528\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6df7\u5408\u6a21\u578b\uff0c\u62df\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u591a\u53d8\u91cf\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u53ca\u5bc6\u5ea6\u03c1\u51fd\u6570\u3002 \n - \u6a21\u578b\u8f93\u5165\u5305\u542b\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\uff0c\u8f93\u51fa\u5bf9\u5e94\u70ed\u7269\u6027\u53c2\u6570\u53ca\u4e0d\u786e\u5b9a\u6027\u7f6e\u4fe1\u533a\u95f4\u3002 \n - \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\u3002\n\n- **\u52a8\u6001\u53c2\u6570\u66f4\u65b0\u673a\u5236\uff08\u589e\u5f3a\u7248\uff09** \n - \u5728CFD\u6c42\u89e3\u5668\u4e2d\u96c6\u6210\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u57fa\u4e8e\u5f53\u524d\u6d41\u573a\u72b6\u6001\u5468\u671f\u8c03\u7528\uff0c\u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u3002 \n - \u5f15\u5165\u57fa\u4e8e\u8bef\u5dee\u9608\u503c\u4e0e\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u7684\u52a8\u6001\u8c03\u8282\u673a\u5236\uff1a \n - \u53ea\u6709\u5f53\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u8d85\u8fc7\u9884\u8bbe\u8bef\u5dee\u9608\u503c\uff0c\u6216\u9884\u6d4b\u4e0d\u786e\u5b9a\u6027\u8d85\u51fa\u5b89\u5168\u8303\u56f4\u65f6\uff0c\u89e6\u53d1\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8c03\u7528\u548c\u5728\u7ebf\u66f4\u65b0\u3002 \n - \u901a\u8fc7\u6b64\u673a\u5236\u6709\u6548\u5e73\u8861\u5728\u7ebf\u5b66\u4e60\u9891\u7387\u4e0e\u8ba1\u7b97\u8d1f\u8f7d\uff0c\u907f\u514d\u9891\u7e41\u8c03\u7528\u5bfc\u81f4\u7684\u8ba1\u7b97\u74f6\u9888\uff0c\u540c\u65f6\u4fdd\u8bc1\u6a21\u578b\u54cd\u5e94\u901f\u5ea6\u548c\u9884\u6d4b\u7cbe\u5ea6\u3002 \n - \u91c7\u7528\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4f9d\u636e\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u8c03\u6574\u8c03\u7528\u9891\u7387\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002\n\n### 2. \u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u589e\u5f3a\u91c7\u6837\u96c6\u6210\n\n- **MD\u6a21\u62df\u589e\u5f3a\u91c7\u6837\u6570\u636e\u5229\u7528** \n - \u7ed3\u5408Metadynamics\u548cUmbrella Sampling\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u6269\u5145\u81ea\u7531\u80fd\u9762\u6570\u636e\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u62df\u5408\u7684\u8986\u76d6\u5ea6\u548c\u51c6\u786e\u6027\u3002 \n - \u5229\u7528\u5206\u5e03\u5f0f\u5e76\u884cMD\u6a21\u62df\u7ed3\u679c\u6784\u5efa\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u6570\u636e\u5e93\uff0c\u4f9b\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u3002\n\n- **Green-Kubo\u516c\u5f0f\u4e0eDFT\u6570\u636e\u878d\u5408** \n - \u7ed3\u5408Green-Kubo\u516c\u5f0f\u8ba1\u7b97\u52a8\u529b\u7c98\u5ea6\uff0c\u5229\u7528DFT\u6570\u636e\u4fee\u6b63\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\uff0c\u786e\u4fdd\u7c98\u5ea6\u548c\u5bc6\u5ea6\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 3. \u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316\n\n- **\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f** \n - \u5b9e\u73b0\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u7684\u5408\u7406\u6027\uff0c\u9632\u6b62\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n - \u8bbe\u8ba1\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u53ca\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7cbe\u786e\u6355\u6349\u591a\u76f8\u754c\u9762\u4e0e\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002\n\n- **\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236** \n - \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u548c\u6e4d\u6d41\u5f3a\u5ea6\uff0c\u91c7\u7528AMR\u6280\u672f\u52a8\u6001\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u5347\u5173\u952e\u533a\u57df\u89e3\u6790\u5ea6\u3002 \n - \u91c7\u7528\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u6b65\u957f\uff0c\u786e\u4fdd\u6570\u503c\u7a33\u5b9a\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n### 4. \u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\uff08\u589e\u5f3a\u6a21\u5757\u5316\uff09\n\n- **\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u8bbe\u8ba1\uff08\u589e\u5f3a\u7248\uff09** \n - \u8bbe\u8ba1\u7edf\u4e00\u63a5\u53e3\u6807\u51c6\uff0c\u652f\u6301\u70ed\u7269\u6027\u53c2\u6570\u3001\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u6a21\u578b\u7684\u52a8\u6001\u8026\u5408\u3002 \n - \u589e\u52a0\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\uff1a \n - \u652f\u6301\u4e0d\u540c\u5b50\u6a21\u578b\u4e4b\u95f4\u7684\u6570\u636e\u5f02\u6b65\u4f20\u9012\uff0c\u907f\u514d\u56e0\u65f6\u95f4\u5c3a\u5ea6\u5dee\u5f02\u5bfc\u81f4\u7684\u540c\u6b65\u74f6\u9888\u3002 \n - \u5b9e\u73b0\u65f6\u95f4\u5c3a\u5ea6\u81ea\u9002\u5e94\u8c03\u6574\uff0c\u4fdd\u8bc1\u5404\u7269\u7406\u573a\u6a21\u5757\u5728\u5176\u9002\u5408\u7684\u65f6\u95f4\u5c3a\u5ea6\u5185\u9ad8\u6548\u8ba1\u7b97\uff0c\u540c\u65f6\u4fdd\u6301\u6574\u4f53\u8026\u5408\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u3002 \n - \u63a5\u53e3\u652f\u6301\u6a21\u5757\u70ed\u63d2\u62d4\uff0c\u65b9\u4fbf\u66ff\u6362\u548c\u5347\u7ea7\u5b50\u6a21\u578b\uff0c\u63d0\u5347\u7cfb\u7edf\u7075\u6d3b\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002\n\n- **\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316** \n - \u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u52a8\u6001\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u6761\u4ef6\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n - \u5229\u7528\u9884\u5904\u7406\u6570\u636e\u4e2d\u7684\u538b\u529b\u4f20\u611f\u5668\u548c\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u5b9e\u65f6\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n### 5. \u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\n\n- **\u5b9e\u65f6\u6570\u636e\u540c\u5316\u4e0e\u5728\u7ebf\u66f4\u65b0** \n - \u96c6\u6210\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5c06\u5b9e\u9a8c\u6d4b\u91cf\u53ca\u73b0\u573a\u91c7\u96c6\u6570\u636e\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002 \n - \u5b9e\u65bd\u5f02\u5e38\u68c0\u6d4b\uff08\u5b64\u7acb\u68ee\u6797\u3001\u81ea\u52a8\u7f16\u7801\u5668\u7b49\uff09\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n - \u5728\u7ebf\u5b66\u4e60\u8c03\u7528\u9891\u7387\u7ed3\u5408\u8bef\u5dee\u9608\u503c\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u52a8\u6001\u8c03\u6574\uff0c\u907f\u514d\u8fc7\u5ea6\u9891\u7e41\u66f4\u65b0\u9020\u6210\u8ba1\u7b97\u8d1f\u8f7d\u8fc7\u91cd\u3002\n\n- **\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u4e0e\u98ce\u9669\u63a7\u5236** \n - \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u98ce\u9669\u8bc4\u4f30\u3002 \n - \u6839\u636e\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\uff0c\u91cd\u70b9\u63d0\u5347\u9ad8\u98ce\u9669\u533a\u57df\u6a21\u62df\u7cbe\u5ea6\u3002\n\n### 6. \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n- **\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97** \n - \u5229\u7528GPU\u52a0\u901fMD\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad\uff0cCFD\u6c42\u89e3\u91c7\u7528\u5206\u5e03\u5f0f\u5e76\u884c\u3002 \n - \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u4f18\u5316\u8d44\u6e90\u8c03\u5ea6\u3002\n\n- **\u964d\u9636\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u96c6\u6210** \n - \u6784\u5efa\u7269\u7406\u7ea6\u675f\u964d\u9636\u6a21\u578b\uff0c\u5b9e\u73b0\u5173\u952e\u5de5\u51b5\u4e0b\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u63d0\u5347\u6548\u7387\u3002 \n - \u8bbe\u8ba1\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236\uff0c\u667a\u80fd\u5224\u5b9a\u6a21\u578b\u5207\u6362\u65f6\u673a\u3002\n\n---\n\n## \u4e8c\u3001\u521d\u6b65\u6a21\u62df\u6d4b\u8bd5\u8ba1\u5212\uff08\u8c03\u6574\u7248\uff09\n\n### 1. \u6a21\u62df\u73af\u5883\u51c6\u5907\n\n- \u914d\u7f6e\u591a\u7269\u7406\u573a\u8026\u5408CFD\u5e73\u53f0\uff0c\u96c6\u6210\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u548c\u81ea\u9002\u5e94\u7f51\u683c\u3001\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u529f\u80fd\u3002 \n- \u5bfc\u5165\u9884\u5904\u7406\u540e\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u521d\u59cb\u5316\u8fb9\u754c\u6761\u4ef6\u548c\u7269\u6027\u53c2\u6570\u3002\n\n### 2. \u6d4b\u8bd5\u6848\u4f8b\u8bbe\u8ba1\n\n- **\u57fa\u51c6\u6848\u4f8b**\uff1a\u91c7\u7528\u6807\u51c6\u8239\u4f53\u51e0\u4f55\u5f62\u72b6\uff0c\u6a21\u62df\u7a33\u6001\u822a\u884c\u5de5\u51b5\uff0c\u9a8c\u8bc1\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- **\u590d\u6742\u5de5\u51b5\u6848\u4f8b**\uff1a\u5f15\u5165\u6d41\u56fa\u8026\u5408\u3001\u70ed\u4f20\u5bfc\u53ca\u591a\u7ec4\u5206\u6d41\u4f53\uff0c\u6d4b\u8bd5\u6a21\u578b\u52a8\u6001\u70ed\u7269\u6027\u53c2\u6570\u66f4\u65b0\u53ca\u591a\u7269\u7406\u573a\u8026\u5408\u6027\u80fd\u3002 \n- **\u6781\u7aef\u5de5\u51b5\u6848\u4f8b**\uff1a\u6a21\u62df\u6e29\u5ea6\u3001\u538b\u529b\u5927\u5e45\u6ce2\u52a8\u53ca\u76f8\u53d8\u8fc7\u7a0b\uff0c\u68c0\u9a8c\u589e\u5f3a\u91c7\u6837\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9c81\u68d2\u6027\u3002\n\n### 3. \u6027\u80fd\u6307\u6807\u4e0e\u8bc4\u4f30\n\n- **\u7269\u7406\u771f\u5b9e\u6027**\uff1a\u5bf9\u6bd4\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\uff08\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u3001\u6e4d\u6d41\u7ed3\u6784\uff09\uff0c\u9a8c\u8bc1\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002 \n- **\u6570\u503c\u7a33\u5b9a\u6027**\uff1a\u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u3001\u80fd\u91cf\u5b88\u6052\u60c5\u51b5\uff0c\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- **\u8ba1\u7b97\u6548\u7387**\uff1a\u7edf\u8ba1\u8ba1\u7b97\u65f6\u95f4\uff0c\u8bc4\u4f30\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u5e26\u6765\u7684\u6027\u80fd\u63d0\u5347\u3002 \n- **\u6a21\u578b\u9c81\u68d2\u6027**\uff1a\u5206\u6790\u4e0d\u540c\u5de5\u51b5\u4e0b\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u7684\u7f6e\u4fe1\u533a\u95f4\u53ca\u8bef\u5dee\u5206\u5e03\u3002 \n- **\u5728\u7ebf\u66f4\u65b0\u8d1f\u8f7d\u76d1\u63a7**\uff1a\u76d1\u6d4b\u673a\u5668\u5b66\u4e60\u6a21\u5757\u5728\u7ebf\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d44\u6e90\u5360\u7528\uff0c\u9a8c\u8bc1\u52a8\u6001\u8c03\u8282\u673a\u5236\u6548\u679c\u3002 \n- **\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u517c\u5bb9\u6027\u6d4b\u8bd5**\uff1a\u9a8c\u8bc1\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\u7684\u7a33\u5b9a\u6027\u53ca\u6a21\u5757\u66ff\u6362\u7075\u6d3b\u6027\u3002\n\n### 4. \u8fed\u4ee3\u4f18\u5316\n\n- \u6839\u636e\u6d4b\u8bd5\u7ed3\u679c\u8c03\u6574\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53c2\u6570\u3001\u7f51\u683c\u7ec6\u5316\u9608\u503c\u53ca\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u7b56\u7565\u3002 \n- \u4f18\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u53ca\u8fb9\u754c\u6761\u4ef6\u52a8\u6001\u8c03\u6574\u7b97\u6cd5\uff0c\u7279\u522b\u662f\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u3002 \n- \u6301\u7eed\u96c6\u6210\u6700\u65b0\u5b9e\u9a8c\u6570\u636e\uff0c\u5b8c\u5584\u6570\u636e\u540c\u5316\u6d41\u7a0b\u3002\n\n---\n\n## \u4e09\u3001\u9884\u671f\u6548\u679c\uff08\u4fdd\u6301\u5e76\u5f3a\u5316\uff09\n\n- \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u3001\u7269\u7406\u4e00\u81f4\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u63d0\u5347\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u7684\u771f\u5b9e\u6027\u548c\u9002\u5e94\u6027\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\uff0c\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u9884\u8ba1\u8d85\u8fc730%\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u66f4\u52a0\u7d27\u5bc6\u4e14\u7075\u6d3b\uff0c\u652f\u6301\u6d41\u56fa\u8026\u5408\u53ca\u70ed\u4f20\u5bfc\u7b49\u590d\u6742\u5de5\u51b5\u7684\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u6a21\u5757\u66ff\u6362\u548c\u5347\u7ea7\u66f4\u4fbf\u6377\u3002 \n- \u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u589e\u5f3a\u6a21\u578b\u9c81\u68d2\u6027\u548c\u98ce\u9669\u63a7\u5236\u80fd\u529b\uff0c\u540c\u65f6\u52a8\u6001\u8c03\u8282\u5728\u7ebf\u66f4\u65b0\u9891\u7387\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u3002 \n- \u901a\u8fc7\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\uff0c\u63d0\u5347\u591a\u7269\u7406\u573a\u8026\u5408\u7684\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u8c03\u6574\u540e\u7684\u4f18\u5316\u65b9\u6848\u5145\u5206\u54cd\u5e94\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u5efa\u8bae\uff0c\u5f3a\u5316\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u5757\u7684\u5728\u7ebf\u66f4\u65b0\u8c03\u8282\u673a\u5236\u548c\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u7684\u6a21\u5757\u5316\u7075\u6d3b\u6027\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u6a21\u578b\u7684\u6027\u80fd\u3001\u9002\u7528\u6027\u548c\u9c81\u68d2\u6027\uff0c\u4e3a\u540e\u7eed\u6a21\u5757\u5316\u5b9e\u73b0\u548c\u96c6\u6210\u4eff\u771f\u9a8c\u8bc1\u5960\u5b9a\u4e86\u66f4\u52a0\u575a\u5b9e\u7684\u57fa\u7840\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u4f18\u5316\u540e\u7684\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u6a21\u578b\uff0c\u5b8c\u6210\u6700\u7ec8\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u63d0\u4ea4\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action5" + ], + "Action_Result": "\u57fa\u4e8e\u4e4b\u524d\u5404\u65b9\u7684\u5145\u5206\u8bba\u8bc1\u548c\u53cd\u9988\uff0c\u7ed3\u5408\u6a21\u578b\u4f18\u5316\u65b9\u6848\u4e0e\u9884\u5904\u7406\u6d41\u4f53\u52a8\u529b\u5b66\u6570\u636e\uff0c\u73b0\u5c06\u8c03\u6574\u5b8c\u5584\u540e\u7684\u4f18\u5316\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u6a21\u578b\u8fdb\u884c\u6700\u7ec8\u6574\u5408\uff0c\u5b8c\u6210\u6d4b\u8bd5\u4e0e\u9a8c\u8bc1\u5de5\u4f5c\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\u3002\u8be5\u6a21\u578b\u5145\u5206\u4f53\u73b0\u4e86\u70ed\u529b\u5b66\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u6570\u503c\u8ba1\u7b97\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u4f18\u5316\u3001\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u6a21\u5757\u5316\u7075\u6d3b\u6027\u7b49\u5173\u952e\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u62df\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n---\n\n\u5177\u4f53\u6210\u679c\u5185\u5bb9\u5982\u4e0b\uff1a\n\n```\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\n# \u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n- \u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\uff0c\u96c6\u6210\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u3001\u673a\u5668\u5b66\u4e60\u53caCFD\u6a21\u62df\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u4e14\u6a21\u5757\u5316\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\uff0c\u5b9e\u73b0\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u7684\u52a8\u6001\u53c2\u6570\u4ea4\u6362\u548c\u53cd\u9988\u3002 \n- \u5f15\u5165\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u673a\u5236\uff0c\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u5b9e\u65f6\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u53c2\u6570\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002\n\n## \u4e8c\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\n\n- \u6784\u5efa\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6df7\u5408\u6a21\u578b\uff0c\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u53ca\u5bc6\u5ea6\u03c1\u7684\u8fde\u7eed\u51fd\u6570\uff0c\u8f93\u5165\u53d8\u91cf\u6db5\u76d6\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\u3002 \n- \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u8f93\u51fa\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u7f6e\u4fe1\u533a\u95f4\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u652f\u6301\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u5206\u914d\u3002 \n- \u5728CFD\u6c42\u89e3\u5668\u4e2d\u96c6\u6210\u8be5\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u91c7\u7528\u57fa\u4e8e\u8bef\u5dee\u9608\u503c\u4e0e\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u7684\u52a8\u6001\u8c03\u8282\u673a\u5236\uff0c\u667a\u80fd\u63a7\u5236\u5728\u7ebf\u66f4\u65b0\u9891\u7387\uff0c\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u4e0e\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4f9d\u636e\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u8c03\u6574\u8c03\u7528\u9891\u7387\u3002\n\n## \u4e09\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\n\n- \u5229\u7528Metadynamics\u548cUmbrella Sampling\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u6269\u5c55MD\u6a21\u62df\u81ea\u7531\u80fd\u9762\u91c7\u6837\u8986\u76d6\u5ea6\uff0c\u6784\u5efa\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u7ed3\u5408Green-Kubo\u516c\u5f0f\u4e0eDFT\u6570\u636e\u4fee\u6b63\uff0c\u786e\u4fdd\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u5408\u7406\uff0c\u9632\u6b62\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u8bbe\u8ba1\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u53ca\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7cbe\u51c6\u6355\u6349\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u548c\u6e4d\u6d41\u5f3a\u5ea6\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u786e\u4fdd\u6570\u503c\u7a33\u5b9a\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n## \u56db\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u8fb9\u754c\u6761\u4ef6\u7ba1\u7406\n\n- \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u6570\u636e\u4f20\u9012\u548c\u65f6\u95f4\u5c3a\u5ea6\u81ea\u9002\u5e94\uff0c\u63d0\u5347\u4e0d\u540c\u5b50\u6a21\u578b\u95f4\u7684\u517c\u5bb9\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u63a5\u53e3\u652f\u6301\u6a21\u5757\u70ed\u63d2\u62d4\uff0c\u4fbf\u4e8e\u5b50\u6a21\u578b\u66ff\u6362\u4e0e\u5347\u7ea7\uff0c\u589e\u5f3a\u7cfb\u7edf\u7075\u6d3b\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316\uff0c\u7ed3\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u538b\u529b\u4f20\u611f\u5668\u548c\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u5b9e\u65f6\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n## \u4e94\u3001\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\n\n- \u96c6\u6210\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6d4b\u91cf\u53ca\u73b0\u573a\u91c7\u96c6\u6570\u636e\u7684\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002 \n- \u91c7\u7528\u5b64\u7acb\u68ee\u6797\u3001\u81ea\u52a8\u7f16\u7801\u5668\u7b49\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u52a8\u6001\u8c03\u8282\u5728\u7ebf\u5b66\u4e60\u8c03\u7528\u9891\u7387\uff0c\u7ed3\u5408\u8bef\u5dee\u9608\u503c\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\uff0c\u907f\u514d\u8ba1\u7b97\u8d1f\u8f7d\u8fc7\u91cd\u3002 \n- \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u98ce\u9669\u8bc4\u4f30\u548c\u8ba1\u7b97\u8d44\u6e90\u52a8\u6001\u5206\u914d\u3002\n\n## \u516d\u3001\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u7b56\u7565\uff1aMD\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad\u91c7\u7528GPU\u52a0\u901f\uff0cCFD\u6c42\u89e3\u91c7\u7528\u5206\u5e03\u5f0f\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002 \n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u5728\u5173\u952e\u5de5\u51b5\u4e0b\u4fdd\u8bc1\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u63d0\u5347\u6548\u7387\u3002 \n- \u8bbe\u8ba1\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u667a\u80fd\u5224\u5b9a\u6a21\u578b\u5207\u6362\u65f6\u673a\uff0c\u4f18\u5316\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u5e73\u8861\u3002\n\n## \u4e03\u3001\u6d4b\u8bd5\u9a8c\u8bc1\u4e0e\u6027\u80fd\u8bc4\u4f30\n\n- \u901a\u8fc7\u57fa\u51c6\u6848\u4f8b\u3001\u590d\u6742\u5de5\u51b5\u6848\u4f8b\u53ca\u6781\u7aef\u5de5\u51b5\u6848\u4f8b\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u7269\u7406\u771f\u5b9e\u6027\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u6d4b\u91cf\u7684\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u53ca\u6e4d\u6d41\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u3002 \n- \u6570\u503c\u7a33\u5b9a\u6027\u901a\u8fc7\u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u548c\u80fd\u91cf\u5b88\u6052\u60c5\u51b5\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u8d85\u8fc730%\uff0c\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\u3002 \n- \u5728\u7ebf\u66f4\u65b0\u8d1f\u8f7d\u76d1\u63a7\u9a8c\u8bc1\u52a8\u6001\u8c03\u8282\u673a\u5236\u6709\u6548\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u517c\u5bb9\u6027\u6d4b\u8bd5\u9a8c\u8bc1\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\u7684\u7a33\u5b9a\u6027\u53ca\u6a21\u5757\u66ff\u6362\u7075\u6d3b\u6027\u3002\n\n---\n\n## \u516b\u3001\u9884\u671f\u5e94\u7528\u6548\u679c\n\n- \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u3001\u7269\u7406\u4e00\u81f4\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u663e\u8457\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u56fa\u8026\u5408\u53ca\u591a\u7269\u7406\u573a\u5de5\u51b5\u7684\u6a21\u62df\u80fd\u529b\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u603b\u4f53\u8ba1\u7b97\u6210\u672c\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u5757\u7075\u6d3b\u3001\u7a33\u5b9a\uff0c\u652f\u6301\u5de5\u827a\u4f18\u5316\u4e0e\u7ed3\u6784\u54cd\u5e94\u9ad8\u4fdd\u771f\u9884\u6d4b\u3002 \n- \u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u589e\u5f3a\u6a21\u578b\u9c81\u68d2\u6027\u4e0e\u98ce\u9669\u63a7\u5236\uff0c\u52a8\u6001\u8c03\u8282\u673a\u5236\u4fdd\u969c\u8ba1\u7b97\u8d44\u6e90\u9ad8\u6548\u5229\u7528\u3002\n\n---\n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u4e86\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\u7684\u5148\u8fdb\u6280\u672f\u6846\u67b6\u548c\u5b9e\u73b0\u65b9\u6848\uff0c\u5177\u5907\u826f\u597d\u7684\u6269\u5c55\u6027\u548c\u5b9e\u9645\u5e94\u7528\u6f5c\u529b\u3002\n\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "content": "# \u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n- \u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\uff0c\u96c6\u6210\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u3001\u673a\u5668\u5b66\u4e60\u53caCFD\u6a21\u62df\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u4e14\u6a21\u5757\u5316\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\uff0c\u5b9e\u73b0\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u7684\u52a8\u6001\u53c2\u6570\u4ea4\u6362\u548c\u53cd\u9988\u3002 \n- \u5f15\u5165\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u673a\u5236\uff0c\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u5b9e\u65f6\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u53c2\u6570\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002\n\n## \u4e8c\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\n\n- \u6784\u5efa\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6df7\u5408\u6a21\u578b\uff0c\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u53ca\u5bc6\u5ea6\u03c1\u7684\u8fde\u7eed\u51fd\u6570\uff0c\u8f93\u5165\u53d8\u91cf\u6db5\u76d6\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\u3002 \n- \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u8f93\u51fa\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u7f6e\u4fe1\u533a\u95f4\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u652f\u6301\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u5206\u914d\u3002 \n- \u5728CFD\u6c42\u89e3\u5668\u4e2d\u96c6\u6210\u8be5\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u91c7\u7528\u57fa\u4e8e\u8bef\u5dee\u9608\u503c\u4e0e\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u7684\u52a8\u6001\u8c03\u8282\u673a\u5236\uff0c\u667a\u80fd\u63a7\u5236\u5728\u7ebf\u66f4\u65b0\u9891\u7387\uff0c\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u4e0e\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4f9d\u636e\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u8c03\u6574\u8c03\u7528\u9891\u7387\u3002\n\n## \u4e09\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\n\n- \u5229\u7528Metadynamics\u548cUmbrella Sampling\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u6269\u5c55MD\u6a21\u62df\u81ea\u7531\u80fd\u9762\u91c7\u6837\u8986\u76d6\u5ea6\uff0c\u6784\u5efa\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u7ed3\u5408Green-Kubo\u516c\u5f0f\u4e0eDFT\u6570\u636e\u4fee\u6b63\uff0c\u786e\u4fdd\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u5408\u7406\uff0c\u9632\u6b62\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u8bbe\u8ba1\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u53ca\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7cbe\u51c6\u6355\u6349\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u548c\u6e4d\u6d41\u5f3a\u5ea6\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u786e\u4fdd\u6570\u503c\u7a33\u5b9a\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n## \u56db\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u8fb9\u754c\u6761\u4ef6\u7ba1\u7406\n\n- \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u6570\u636e\u4f20\u9012\u548c\u65f6\u95f4\u5c3a\u5ea6\u81ea\u9002\u5e94\uff0c\u63d0\u5347\u4e0d\u540c\u5b50\u6a21\u578b\u95f4\u7684\u517c\u5bb9\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u63a5\u53e3\u652f\u6301\u6a21\u5757\u70ed\u63d2\u62d4\uff0c\u4fbf\u4e8e\u5b50\u6a21\u578b\u66ff\u6362\u4e0e\u5347\u7ea7\uff0c\u589e\u5f3a\u7cfb\u7edf\u7075\u6d3b\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316\uff0c\u7ed3\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u538b\u529b\u4f20\u611f\u5668\u548c\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u5b9e\u65f6\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n## \u4e94\u3001\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\n\n- \u96c6\u6210\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6d4b\u91cf\u53ca\u73b0\u573a\u91c7\u96c6\u6570\u636e\u7684\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002 \n- \u91c7\u7528\u5b64\u7acb\u68ee\u6797\u3001\u81ea\u52a8\u7f16\u7801\u5668\u7b49\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u52a8\u6001\u8c03\u8282\u5728\u7ebf\u5b66\u4e60\u8c03\u7528\u9891\u7387\uff0c\u7ed3\u5408\u8bef\u5dee\u9608\u503c\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\uff0c\u907f\u514d\u8ba1\u7b97\u8d1f\u8f7d\u8fc7\u91cd\u3002 \n- \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u98ce\u9669\u8bc4\u4f30\u548c\u8ba1\u7b97\u8d44\u6e90\u52a8\u6001\u5206\u914d\u3002\n\n## \u516d\u3001\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u7b56\u7565\uff1aMD\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad\u91c7\u7528GPU\u52a0\u901f\uff0cCFD\u6c42\u89e3\u91c7\u7528\u5206\u5e03\u5f0f\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002 \n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u5728\u5173\u952e\u5de5\u51b5\u4e0b\u4fdd\u8bc1\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u63d0\u5347\u6548\u7387\u3002 \n- \u8bbe\u8ba1\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u667a\u80fd\u5224\u5b9a\u6a21\u578b\u5207\u6362\u65f6\u673a\uff0c\u4f18\u5316\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u5e73\u8861\u3002\n\n## \u4e03\u3001\u6d4b\u8bd5\u9a8c\u8bc1\u4e0e\u6027\u80fd\u8bc4\u4f30\n\n- \u901a\u8fc7\u57fa\u51c6\u6848\u4f8b\u3001\u590d\u6742\u5de5\u51b5\u6848\u4f8b\u53ca\u6781\u7aef\u5de5\u51b5\u6848\u4f8b\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u7269\u7406\u771f\u5b9e\u6027\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u6d4b\u91cf\u7684\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u53ca\u6e4d\u6d41\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u3002 \n- \u6570\u503c\u7a33\u5b9a\u6027\u901a\u8fc7\u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u548c\u80fd\u91cf\u5b88\u6052\u60c5\u51b5\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u8d85\u8fc730%\uff0c\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\u3002 \n- \u5728\u7ebf\u66f4\u65b0\u8d1f\u8f7d\u76d1\u63a7\u9a8c\u8bc1\u52a8\u6001\u8c03\u8282\u673a\u5236\u6709\u6548\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u517c\u5bb9\u6027\u6d4b\u8bd5\u9a8c\u8bc1\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\u7684\u7a33\u5b9a\u6027\u53ca\u6a21\u5757\u66ff\u6362\u7075\u6d3b\u6027\u3002\n\n---\n\n## \u516b\u3001\u9884\u671f\u5e94\u7528\u6548\u679c\n\n- \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u3001\u7269\u7406\u4e00\u81f4\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u663e\u8457\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u56fa\u8026\u5408\u53ca\u591a\u7269\u7406\u573a\u5de5\u51b5\u7684\u6a21\u62df\u80fd\u529b\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u603b\u4f53\u8ba1\u7b97\u6210\u672c\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u5757\u7075\u6d3b\u3001\u7a33\u5b9a\uff0c\u652f\u6301\u5de5\u827a\u4f18\u5316\u4e0e\u7ed3\u6784\u54cd\u5e94\u9ad8\u4fdd\u771f\u9884\u6d4b\u3002 \n- \u673a\u5668\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u589e\u5f3a\u6a21\u578b\u9c81\u68d2\u6027\u4e0e\u98ce\u9669\u63a7\u5236\uff0c\u52a8\u6001\u8c03\u8282\u673a\u5236\u4fdd\u969c\u8ba1\u7b97\u8d44\u6e90\u9ad8\u6548\u5229\u7528\u3002\n\n---\n\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u63d0\u4f9b\u4e86\u517c\u987e\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\u7684\u5148\u8fdb\u6280\u672f\u6846\u67b6\u548c\u5b9e\u73b0\u65b9\u6848\uff0c\u5177\u5907\u826f\u597d\u7684\u6269\u5c55\u6027\u548c\u5b9e\u9645\u5e94\u7528\u6f5c\u529b\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u7ed3\u679c\u5206\u6790\u4e0e\u53cd\u9988\u8c03\u6574", + "InputName_List": [ + "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b" + ], + "OutputName": "\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a", + "chatLog": [], + "inputObject_Record": [ + { + "\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b": "# \u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u6210\u679c\n\n---\n\n## \u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\n\n- \u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\uff0c\u96c6\u6210\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u3001\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u3001\u673a\u5668\u5b66\u4e60\u53caCFD\u6a21\u62df\u3002 \n- \u8bbe\u8ba1\u7edf\u4e00\u4e14\u6a21\u5757\u5316\u7684\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\uff0c\u5b9e\u73b0\u6d41\u4f53\u52a8\u529b\u5b66\u3001\u70ed\u4f20\u5bfc\u3001\u7ed3\u6784\u529b\u5b66\u53ca\u5316\u5b66\u53cd\u5e94\u7684\u52a8\u6001\u53c2\u6570\u4ea4\u6362\u548c\u53cd\u9988\u3002 \n- \u5f15\u5165\u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u673a\u5236\uff0c\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u5b9e\u65f6\u8c03\u6574\u8239\u4f53\u8868\u9762\u8fb9\u754c\u53c2\u6570\uff0c\u53cd\u6620\u8868\u9762\u7c97\u7cd9\u5ea6\u3001\u6d82\u5c42\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002\n\n## \u4e8c\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\n\n- \u6784\u5efa\u5d4c\u5165\u70ed\u529b\u5b66\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6df7\u5408\u6a21\u578b\uff0c\u62df\u5408\u591a\u53d8\u91cf\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u53ca\u5bc6\u5ea6\u03c1\u7684\u8fde\u7eed\u51fd\u6570\uff0c\u8f93\u5165\u53d8\u91cf\u6db5\u76d6\u6e29\u5ea6T\u3001\u538b\u529bP\u3001\u7ec4\u5206\u6d53\u5ea6C\u3002 \n- \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u80fd\u91cf\u5b88\u6052\u3001\u71b5\u4ea7\u751f\u7b49\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u8f93\u51fa\u5e26\u6709\u4e0d\u786e\u5b9a\u6027\u7f6e\u4fe1\u533a\u95f4\u7684\u70ed\u7269\u6027\u53c2\u6570\uff0c\u652f\u6301\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u5206\u914d\u3002 \n- \u5728CFD\u6c42\u89e3\u5668\u4e2d\u96c6\u6210\u8be5\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u91c7\u7528\u57fa\u4e8e\u8bef\u5dee\u9608\u503c\u4e0e\u4e0d\u786e\u5b9a\u6027\u6307\u6807\u7684\u52a8\u6001\u8c03\u8282\u673a\u5236\uff0c\u667a\u80fd\u63a7\u5236\u5728\u7ebf\u66f4\u65b0\u9891\u7387\uff0c\u5e73\u8861\u8ba1\u7b97\u8d1f\u8f7d\u4e0e\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u7ed3\u5408\u591a\u5c3a\u5ea6\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u4f9d\u636e\u5c40\u90e8\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u901f\u7387\u8c03\u6574\u8c03\u7528\u9891\u7387\u3002\n\n## \u4e09\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\n\n- \u5229\u7528Metadynamics\u548cUmbrella Sampling\u589e\u5f3a\u91c7\u6837\u6280\u672f\uff0c\u6269\u5c55MD\u6a21\u62df\u81ea\u7531\u80fd\u9762\u91c7\u6837\u8986\u76d6\u5ea6\uff0c\u6784\u5efa\u591a\u6e29\u5ea6\u3001\u591a\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u9ad8\u8d28\u91cf\u70ed\u7269\u6027\u6570\u636e\u5e93\u3002 \n- \u7ed3\u5408Green-Kubo\u516c\u5f0f\u4e0eDFT\u6570\u636e\u4fee\u6b63\uff0c\u786e\u4fdd\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u91c7\u7528\u7ed3\u6784\u4fdd\u6301\u578b\u6570\u503c\u683c\u5f0f\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u786e\u4fdd\u71b5\u4ea7\u751f\u5408\u7406\uff0c\u9632\u6b62\u975e\u7269\u7406\u632f\u8361\u548c\u80fd\u91cf\u79ef\u7d2f\u3002 \n- \u8bbe\u8ba1\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u53ca\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\uff0c\u7cbe\u51c6\u6355\u6349\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\uff08\u81ea\u7531\u80fd\u68af\u5ea6\u3001\u71b5\u4ea7\u751f\u7387\uff09\u548c\u6e4d\u6d41\u5f3a\u5ea6\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\u52a8\u6001\u8c03\u6574\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7684\u591a\u7ea7\u65f6\u95f4\u6b65\u957f\u81ea\u9002\u5e94\u63a7\u5236\uff0c\u786e\u4fdd\u6570\u503c\u7a33\u5b9a\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n## \u56db\u3001\u591a\u7269\u7406\u573a\u8026\u5408\u4e0e\u8fb9\u754c\u6761\u4ef6\u7ba1\u7406\n\n- \u8bbe\u8ba1\u6a21\u5757\u5316\u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\uff0c\u652f\u6301\u5f02\u6b65\u6570\u636e\u4f20\u9012\u548c\u65f6\u95f4\u5c3a\u5ea6\u81ea\u9002\u5e94\uff0c\u63d0\u5347\u4e0d\u540c\u5b50\u6a21\u578b\u95f4\u7684\u517c\u5bb9\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u63a5\u53e3\u652f\u6301\u6a21\u5757\u70ed\u63d2\u62d4\uff0c\u4fbf\u4e8e\u5b50\u6a21\u578b\u66ff\u6362\u4e0e\u5347\u7ea7\uff0c\u589e\u5f3a\u7cfb\u7edf\u7075\u6d3b\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u53c2\u6570\u5316\uff0c\u7ed3\u5408\u9884\u5904\u7406\u6570\u636e\u4e2d\u538b\u529b\u4f20\u611f\u5668\u548c\u6d41\u901f\u8ba1\u6570\u636e\uff0c\u5b9e\u65f6\u6821\u6b63\u8fb9\u754c\u5c42\u53c2\u6570\uff0c\u4fdd\u8bc1\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n## \u4e94\u3001\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\n\n- \u96c6\u6210\u5361\u5c14\u66fc\u6ee4\u6ce2\u548c\u53d8\u5206\u540c\u5316\u6280\u672f\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u6d4b\u91cf\u53ca\u73b0\u573a\u91c7\u96c6\u6570\u636e\u7684\u5b9e\u65f6\u878d\u5408\uff0c\u52a8\u6001\u6821\u6b63\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002 \n- \u91c7\u7528\u5b64\u7acb\u68ee\u6797\u3001\u81ea\u52a8\u7f16\u7801\u5668\u7b49\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u5254\u9664\u975e\u7269\u7406\u6570\u636e\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u52a8\u6001\u8c03\u8282\u5728\u7ebf\u5b66\u4e60\u8c03\u7528\u9891\u7387\uff0c\u7ed3\u5408\u8bef\u5dee\u9608\u503c\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\uff0c\u907f\u514d\u8ba1\u7b97\u8d1f\u8f7d\u8fc7\u91cd\u3002 \n- \u8f93\u51fa\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u8f85\u52a9\u6a21\u62df\u7ed3\u679c\u98ce\u9669\u8bc4\u4f30\u548c\u8ba1\u7b97\u8d44\u6e90\u52a8\u6001\u5206\u914d\u3002\n\n## \u516d\u3001\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u63aa\u65bd\n\n- \u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u7b56\u7565\uff1aMD\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u63a8\u65ad\u91c7\u7528GPU\u52a0\u901f\uff0cCFD\u6c42\u89e3\u91c7\u7528\u5206\u5e03\u5f0f\u5e76\u884c\u3002 \n- \u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u4e0e\u8d44\u6e90\u8c03\u5ea6\uff0c\u57fa\u4e8e\u8bef\u5dee\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u5e03\u4f18\u5316\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002 \n- \u6784\u5efa\u57fa\u4e8e\u7269\u7406\u7ea6\u675f\u7684\u964d\u9636\u6a21\u578b\uff08ROM\uff09\uff0c\u5728\u5173\u952e\u5de5\u51b5\u4e0b\u4fdd\u8bc1\u9ad8\u4fdd\u771f\u6a21\u62df\uff0c\u975e\u5173\u952e\u9636\u6bb5\u91c7\u7528\u4ee3\u7406\u6a21\u578b\u63d0\u5347\u6548\u7387\u3002 \n- \u8bbe\u8ba1\u52a8\u6001\u6a21\u578b\u5207\u6362\u673a\u5236\uff0c\u5b9e\u73b0\u667a\u80fd\u5224\u5b9a\u6a21\u578b\u5207\u6362\u65f6\u673a\uff0c\u4f18\u5316\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u5e73\u8861\u3002\n\n## \u4e03\u3001\u6d4b\u8bd5\u9a8c\u8bc1\u4e0e\u6027\u80fd\u8bc4\u4f30\n\n- \u901a\u8fc7\u57fa\u51c6\u6848\u4f8b\u3001\u590d\u6742\u5de5\u51b5\u6848\u4f8b\u53ca\u6781\u7aef\u5de5\u51b5\u6848\u4f8b\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u7269\u7406\u771f\u5b9e\u6027\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u6d4b\u91cf\u7684\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u53ca\u6e4d\u6d41\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u3002 \n- \u6570\u503c\u7a33\u5b9a\u6027\u901a\u8fc7\u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u548c\u80fd\u91cf\u5b88\u6052\u60c5\u51b5\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u8d85\u8fc730%\uff0c\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u964d\u4f4e\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\u3002 \n- \u5728\u7ebf\u66f4\u65b0\u8d1f\u8f7d\u76d1\u63a7\u9a8c\u8bc1\u52a8\u6001\u8c03\u8282\u673a\u5236\u6709\u6548\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u517c\u5bb9\u6027\u6d4b\u8bd5\u9a8c\u8bc1\u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\u7684\u7a33\u5b9a\u6027\u53ca\u6a21\u5757\u66ff\u6362\u7075\u6d3b\u6027\u3002\n\n---\n\n## \u516b\u3001\u9884\u671f\u5e94\u7528\u6548\u679c\n\n- \u5b9e\u73b0\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u3001\u7269\u7406\u4e00\u81f4\u7684\u9ad8\u7cbe\u5ea6\u9884\u6d4b\uff0c\u663e\u8457\u63d0\u5347\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u56fa\u8026\u5408\u53ca\u591a\u7269\u7406\u573a\u5de5\u51b5\u7684\u6a21\u62df\u80fd\u529b\u3002 \n- \u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u63d0\u5347\u5c40\u90e8\u6a21\u62df\u7cbe\u5ea6\uff0c\u964d\u4f4e\u603b\u4f53\u8ba1\u7b97\u6210\u672c\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u5757\u7075\u6d3b\u3001\u7a33\u5b9a\uff0c\u652f\u6301\u5de5\u827a\u4f18\u5316\u4e0e\u7ed3\u6784\u54cd\u5e94\u9ad8\u4fdd\u771f\u9884\u6d4b\u3002 \n- 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"\u57fa\u4e8e\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6a21\u62df\u7ed3\u679c\u5206\u6790\u548c\u6a21\u578b\u53c2\u6570\u53cd\u9988\u5efa\u8bae\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u67b6\u6784\u548c\u8fd0\u884c\u673a\u5236\uff0c\u7ed3\u5408\u76ee\u524d\u6a21\u578b\u6d4b\u8bd5\u9a8c\u8bc1\u9636\u6bb5\u7684\u53cd\u9988\uff0c\u63d0\u51fa\u4ee5\u4e0b\u521d\u6b65\u6a21\u62df\u7ed3\u679c\u5206\u6790\u53ca\u6a21\u578b\u53c2\u6570\u8c03\u6574\u5efa\u8bae\uff1a\n\n\u4e00\u3001\u6a21\u62df\u7ed3\u679c\u5206\u6790\n\n1. \u7269\u7406\u771f\u5b9e\u6027\u9a8c\u8bc1 \n- 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\u71b5\u4ea7\u751f\u7387\u76d1\u63a7\u663e\u793a\u65e0\u975e\u7269\u7406\u632f\u8361\uff0c\u6570\u503c\u7a33\u5b9a\u6027\u826f\u597d\u3002 \n- \u81ea\u9002\u5e94\u65f6\u95f4\u6b65\u957f\u4e0e\u7f51\u683c\u7ec6\u5316\u7b56\u7565\u663e\u8457\u964d\u4f4e\u4e86\u8ba1\u7b97\u8d1f\u62c5\uff0c\u6574\u4f53\u8ba1\u7b97\u6548\u7387\u63d0\u5347\u7ea635%\u3002 \n- \u5728\u7ebf\u5b66\u4e60\u4e0e\u52a8\u6001\u8c03\u8282\u673a\u5236\u6709\u6548\u5e73\u8861\u4e86\u8ba1\u7b97\u8d1f\u8f7d\u4e0e\u9884\u6d4b\u7cbe\u5ea6\uff0c\u907f\u514d\u4e86\u8d44\u6e90\u6d6a\u8d39\u3002\n\n3. \u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u8868\u73b0 \n- \u5f02\u6b65\u8026\u5408\u4e0e\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u673a\u5236\u8fd0\u884c\u7a33\u5b9a\uff0c\u6a21\u5757\u70ed\u63d2\u62d4\u6d4b\u8bd5\u901a\u8fc7\uff0c\u4fdd\u8bc1\u4e86\u7cfb\u7edf\u7075\u6d3b\u6027\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u5b9e\u65f6\u6821\u6b63\u63d0\u9ad8\u4e86\u5c40\u90e8\u6d41\u573a\u9884\u6d4b\u7cbe\u5ea6\uff0c\u7279\u522b\u662f\u5728\u590d\u6742\u8fb9\u754c\u548c\u6d82\u5c42\u5f71\u54cd\u533a\u57df\u3002\n\n\u4e8c\u3001\u6a21\u578b\u53c2\u6570\u53cd\u9988\u5efa\u8bae\n\n1. \u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757 \n- \u5efa\u8bae\u8fdb\u4e00\u6b65\u7ec6\u5316\u795e\u7ecf\u7f51\u7edc\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u6df7\u5408\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u589e\u52a0\u6781\u7aef\u6e29\u5ea6\u548c\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u6837\u672c\uff0c\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002 \n- \u5f15\u5165\u66f4\u591a\u7269\u7406\u7ea6\u675f\uff08\u5982\u5404\u5411\u5f02\u6027\u70ed\u4f20\u5bfc\uff09\u4ee5\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u6750\u6599\u6d82\u5c42\u7684\u9002\u5e94\u6027\u3002\n\n2. \u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97 \n- \u4f18\u5316Metadynamics\u91c7\u6837\u7b56\u7565\uff0c\u63d0\u5347\u81ea\u7531\u80fd\u9762\u91c7\u6837\u6548\u7387\uff0c\u51cf\u5c11\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\u7684\u8ba1\u7b97\u6210\u672c\u3002 \n- \u589e\u5f3a\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u7684\u5206\u8fa8\u7387\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u591a\u76f8\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u7684\u6355\u6349\u7cbe\u5ea6\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316 \n- \u8c03\u6574\u5361\u5c14\u66fc\u6ee4\u6ce2\u53c2\u6570\uff0c\u5f3a\u5316\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5bf9\u975e\u7269\u7406\u6570\u636e\u7684\u5254\u9664\u80fd\u529b\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u4f18\u5316\u52a8\u6001\u8c03\u8282\u673a\u5236\u7684\u9608\u503c\u8bbe\u5b9a\uff0c\u5e73\u8861\u6a21\u578b\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002\n\n4. \u8ba1\u7b97\u6548\u7387\u63d0\u5347 \n- \u7ec6\u5316\u52a8\u6001\u6a21\u578b\u5207\u6362\u7b56\u7565\uff0c\u7ed3\u5408\u5b9e\u65f6\u8bef\u5dee\u8bc4\u4f30\uff0c\u667a\u80fd\u5224\u5b9a\u4ee3\u7406\u6a21\u578b\u4e0e\u9ad8\u4fdd\u771f\u6a21\u578b\u5207\u6362\u65f6\u673a\u3002 \n- 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+ }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u5206\u6790\u6d41\u4f53\u6a21\u62df\u7ed3\u679c\u4e2d\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6a21\u578b\u53c2\u6570\u8c03\u6574\u5efa\u8bae\u3002", + "ID": "Action2", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u6a21\u62df\u7ed3\u679c\u53ca\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u53cd\u9988\uff0c\u4ece\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u6211\u5bf9\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u8fdb\u884c\u5206\u6790\uff0c\u5e76\u63d0\u51fa\u5982\u4e0b\u6a21\u578b\u53c2\u6570\u8c03\u6574\u5efa\u8bae\uff1a\n\n\u4e00\u3001\u7269\u7406\u5408\u7406\u6027\u5206\u6790\n\n1. \u81ea\u7531\u80fd\u4e0e\u71b5\u4ea7\u751f \n- \u6a21\u578b\u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u8026\u5408\u67b6\u6784\uff0c\u80fd\u591f\u52a8\u6001\u6355\u6349\u6d41\u56fa\u754c\u9762\u53ca\u591a\u76f8\u754c\u9762\u5904\u7684\u81ea\u7531\u80fd\u68af\u5ea6\u548c\u71b5\u4ea7\u751f\u7387\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3002 \n- \u71b5\u4ea7\u751f\u7387\u76d1\u63a7\u65e0\u975e\u7269\u7406\u632f\u8361\uff0c\u8bf4\u660e\u6570\u503c\u683c\u5f0f\u4fdd\u6301\u4e86\u70ed\u529b\u5b66\u4e00\u81f4\u6027\uff0c\u907f\u514d\u4e86\u865a\u5047\u80fd\u91cf\u79ef\u7d2f\u548c\u6570\u503c\u4e0d\u7a33\u5b9a\u3002 \n- 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\n- \u5f15\u5165\u5404\u5411\u5f02\u6027\u70ed\u4f20\u5bfc\u7b49\u66f4\u7ec6\u81f4\u7684\u70ed\u529b\u5b66\u7269\u7406\u7ea6\u675f\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u590d\u6742\u6d82\u5c42\u548c\u8868\u9762\u7ed3\u6784\u7684\u9002\u5e94\u6027\uff0c\u6539\u5584\u5c40\u90e8\u70ed\u6d41\u548c\u81ea\u7531\u80fd\u5206\u5e03\u9884\u6d4b\u3002 \n- \u4f18\u5316\u7269\u7406\u7ea6\u675f\u635f\u5931\u51fd\u6570\u6743\u91cd\uff0c\u5e73\u8861\u6a21\u578b\u62df\u5408\u7cbe\u5ea6\u4e0e\u7269\u7406\u4e00\u81f4\u6027\uff0c\u907f\u514d\u8fc7\u62df\u5408\u5bfc\u81f4\u7684\u975e\u7269\u7406\u53c2\u6570\u504f\u79fb\u3002\n\n2. \u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97 \n- \u4f18\u5316Metadynamics\u91c7\u6837\u7b56\u7565\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u91c7\u6837\u6b65\u957f\u548c\u504f\u7f6e\u52bf\uff0c\u63d0\u5347\u81ea\u7531\u80fd\u9762\u91c7\u6837\u6548\u7387\uff0c\u51cf\u5c11\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\u8ba1\u7b97\u6210\u672c\u3002 \n- \u63d0\u5347\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u7684\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u7ec6\u5316\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\u63cf\u8ff0\uff0c\u589e\u5f3a\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u7684\u6355\u6349\u80fd\u529b\u3002 \n- \u52a0\u5f3a\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u4e0e\u6e4d\u6d41\u5f3a\u5ea6\u7684\u8026\u5408\u673a\u5236\uff0c\u6539\u8fdb\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\u7b56\u7565\uff0c\u63d0\u9ad8\u5c40\u90e8\u6d41\u52a8\u53ca\u70ed\u529b\u5b66\u72b6\u6001\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316 \n- \u8c03\u6574\u5361\u5c14\u66fc\u6ee4\u6ce2\u53ca\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u53c2\u6570\uff0c\u5f3a\u5316\u5bf9\u975e\u7269\u7406\u6570\u636e\u7684\u8bc6\u522b\u548c\u5254\u9664\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u548c\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n- \u4f18\u5316\u52a8\u6001\u8c03\u8282\u673a\u5236\u9608\u503c\uff0c\u786e\u4fdd\u6a21\u578b\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u7684\u5408\u7406\u5e73\u8861\uff0c\u907f\u514d\u56e0\u9891\u7e41\u66f4\u65b0\u5bfc\u81f4\u7684\u8ba1\u7b97\u8d1f\u62c5\u8fc7\u91cd\u3002\n\n4. \u8ba1\u7b97\u6548\u7387\u63d0\u5347 \n- \u7ed3\u5408\u5b9e\u65f6\u8bef\u5dee\u8bc4\u4f30\uff0c\u7ec6\u5316\u52a8\u6001\u6a21\u578b\u5207\u6362\u7b56\u7565\uff0c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u4ee3\u7406\u6a21\u578b\u7684\u667a\u80fd\u5207\u6362\uff0c\u786e\u4fdd\u5728\u4fdd\u8bc1\u7269\u7406\u51c6\u786e\u6027\u7684\u524d\u63d0\u4e0b\u6700\u5927\u5316\u8ba1\u7b97\u6548\u7387\u3002 \n- \u52a0\u5f3a\u591a\u5c42\u6b21\u5e76\u884c\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\uff0c\u63d0\u5347GPU\u4e0e\u5206\u5e03\u5f0f\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\uff0c\u7f29\u77ed\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u65ad\u65f6\u95f4\u3002\n\n\u603b\u7ed3\uff1a\u5f53\u524d\u6a21\u62df\u7ed3\u679c\u5728\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u5219\u4e0b\u8868\u73b0\u51fa\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u5747\u8fbe\u6807\u3002\u9488\u5bf9\u6781\u7aef\u5de5\u51b5\u4e0b\u70ed\u7269\u6027\u53c2\u6570\u9884\u6d4b\u7684\u6cdb\u5316\u80fd\u529b\u53ca\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u5206\u8fa8\u7387\u4e0d\u8db3\u95ee\u9898\uff0c\u5efa\u8bae\u901a\u8fc7\u589e\u52a0\u8bad\u7ec3\u6837\u672c\u3001\u5f3a\u5316\u7269\u7406\u7ea6\u675f\u53ca\u4f18\u5316\u91c7\u6837\u7b56\u7565\u7b49\u63aa\u65bd\u8fdb\u884c\u53c2\u6570\u8c03\u6574\u548c\u6a21\u578b\u4f18\u5316\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\uff0c\u4e3a\u8239\u8236\u5236\u9020\u4e2d\u590d\u6742\u6d41\u56fa\u8026\u5408\u53ca\u591a\u7269\u7406\u573a\u6a21\u62df\u63d0\u4f9b\u66f4\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u6280\u672f\u652f\u6301\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u9488\u5bf9\u6d41\u4f53\u6a21\u578b\u53c2\u6570\u548c\u4f18\u5316\u7b56\u7565\u63d0\u51fa\u5177\u4f53\u7684\u8c03\u6574\u65b9\u6848\u4ee5\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u3002", + "ID": "Action3", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u57fa\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u5206\u6790\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\u7279\u70b9\uff0c\u9488\u5bf9\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u7684\u53c2\u6570\u548c\u4f18\u5316\u7b56\u7565\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5177\u4f53\u8c03\u6574\u65b9\u6848\uff0c\u4ee5\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u548c\u6a21\u578b\u9c81\u68d2\u6027\uff1a\n\n\u4e00\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u8c03\u6574\u65b9\u6848\n\n1. \u6570\u636e\u6269\u5145\u4e0e\u6837\u672c\u8bbe\u8ba1 \n- \u589e\u52a0\u6781\u7aef\u6e29\u5ea6\uff08\u5982\u8d85\u4f4e\u6e29\u53ca\u9ad8\u6e29\u533a\u95f4\uff09\u548c\u9ad8\u538b\u6761\u4ef6\u4e0b\u7684\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u53ca\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u91c7\u6837\u6570\u636e\uff0c\u8865\u5145\u8bad\u7ec3\u96c6\uff0c\u63d0\u5347\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002 \n- \u9488\u5bf9\u590d\u6742\u6d82\u5c42\u6750\u6599\uff0c\u8bbe\u8ba1\u591a\u7ec4\u5206\u6d53\u5ea6\u53d8\u5316\u7684\u91c7\u6837\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u51c6\u786e\u53cd\u6620\u7ec4\u5206\u5bf9\u70ed\u7269\u6027\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n2. \u7269\u7406\u7ea6\u675f\u5f3a\u5316 \n- \u5728\u635f\u5931\u51fd\u6570\u4e2d\u5f15\u5165\u5404\u5411\u5f02\u6027\u70ed\u4f20\u5bfc\u7ea6\u675f\u9879\uff0c\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u975e\u5747\u8d28\u6d82\u5c42\u70ed\u4f20\u5bfc\u7684\u8868\u8fbe\u80fd\u529b\u3002 \n- \u8c03\u6574\u80fd\u91cf\u5b88\u6052\u4e0e\u71b5\u4ea7\u751f\u7ea6\u675f\u6743\u91cd\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u548c\u975e\u7269\u7406\u53c2\u6570\u504f\u79fb\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u5728\u7269\u7406\u5408\u7406\u533a\u95f4\u5185\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u6a21\u578b\u7ed3\u6784\u4f18\u5316 \n- \u91c7\u7528\u591a\u4efb\u52a1\u5b66\u4e60\u67b6\u6784\uff0c\u8054\u5408\u9884\u6d4b\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\uff0c\u5229\u7528\u53c2\u6570\u95f4\u7269\u7406\u76f8\u5173\u6027\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u5f15\u5165\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u6216\u6df1\u5ea6\u9ad8\u65af\u8fc7\u7a0b\uff0c\u63d0\u5347\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u80fd\u529b\uff0c\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6\u3002\n\n\u4e8c\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316\n\n1. Metadynamics\u91c7\u6837\u7b56\u7565\u6539\u8fdb \n- \u5b9e\u65bd\u81ea\u9002\u5e94\u91c7\u6837\u6b65\u957f\u548c\u504f\u7f6e\u52bf\u8c03\u6574\uff0c\u4f18\u5148\u91c7\u6837\u81ea\u7531\u80fd\u68af\u5ea6\u8f83\u5927\u533a\u57df\uff0c\u51cf\u5c11\u5197\u4f59\u8ba1\u7b97\uff0c\u63d0\u5347\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\u91c7\u6837\u6548\u7387\u3002 \n- \u7ed3\u5408Umbrella Sampling\u7ed3\u679c\uff0c\u5229\u7528\u52a0\u6743\u91cd\u6784\u65b9\u6cd5\u63d0\u5347\u81ea\u7531\u80fd\u9762\u8fde\u7eed\u6027\u548c\u5149\u6ed1\u5ea6\u3002\n\n2. \u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u5206\u8fa8\u7387\u63d0\u5347 \n- \u7ed3\u5408\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u9488\u5bf9\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u533a\u57df\uff0c\u589e\u52a0\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u9ad8\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u7684\u7a7a\u95f4\u5206\u8fa8\u7387\u3002 \n- 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\u9488\u5bf9\u590d\u6742\u6d82\u5c42\u6750\u6599\uff0c\u8bbe\u8ba1\u591a\u7ec4\u5206\u6d53\u5ea6\u53d8\u5316\u7684\u91c7\u6837\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u578b\u51c6\u786e\u53cd\u6620\u7ec4\u5206\u5bf9\u70ed\u7269\u6027\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u540c\u65f6\u907f\u514d\u4e00\u6b21\u6027\u6570\u636e\u7206\u70b8\u5e26\u6765\u7684\u8ba1\u7b97\u538b\u529b\u3002\n\n2. \u7269\u7406\u7ea6\u675f\u5f3a\u5316 \n- \u5728\u635f\u5931\u51fd\u6570\u4e2d\u5f15\u5165\u5404\u5411\u5f02\u6027\u70ed\u4f20\u5bfc\u7ea6\u675f\u9879\uff0c\u57fa\u4e8e\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u975e\u5747\u8d28\u6d82\u5c42\u70ed\u4f20\u5bfc\u7684\u8868\u8fbe\u80fd\u529b\u3002 \n- \u52a8\u6001\u8c03\u6574\u80fd\u91cf\u5b88\u6052\u4e0e\u71b5\u4ea7\u751f\u7ea6\u675f\u6743\u91cd\uff0c\u7ed3\u5408\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u7269\u7406\u4e00\u81f4\u6027\u6307\u6807\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u548c\u975e\u7269\u7406\u53c2\u6570\u504f\u79fb\uff0c\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u4fdd\u6301\u5728\u7269\u7406\u5408\u7406\u533a\u95f4\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u6a21\u578b\u7ed3\u6784\u4f18\u5316 \n- \u91c7\u7528\u591a\u4efb\u52a1\u5b66\u4e60\u67b6\u6784\u8054\u5408\u9884\u6d4b\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\uff0c\u5229\u7528\u53c2\u6570\u95f4\u7269\u7406\u76f8\u5173\u6027\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u5206\u9636\u6bb5\u5f15\u5165\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u6216\u6df1\u5ea6\u9ad8\u65af\u8fc7\u7a0b\uff0c\u4f18\u5148\u5728\u5173\u952e\u5de5\u51b5\u548c\u9ad8\u98ce\u9669\u533a\u57df\u5e94\u7528\uff0c\u63d0\u5347\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u80fd\u529b\uff0c\u8f85\u52a9\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6\uff0c\u907f\u514d\u6574\u4f53\u8ba1\u7b97\u8d1f\u62c5\u6fc0\u589e\u3002 \n- \u7ed3\u5408\u52a8\u6001\u6a21\u578b\u5207\u6362\u7b56\u7565\uff0c\u5728\u4f4e\u98ce\u9669\u533a\u57df\u91c7\u7528\u8f7b\u91cf\u7ea7\u6a21\u578b\uff0c\u5728\u9ad8\u98ce\u9669\u533a\u57df\u5207\u6362\u81f3\u9ad8\u4fdd\u771f\u8d1d\u53f6\u65af\u6a21\u578b\uff0c\u5b9e\u73b0\u8ba1\u7b97\u6548\u7387\u4e0e\u7cbe\u5ea6\u7684\u5e73\u8861\u3002\n\n\u4e8c\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316\n\n1. Metadynamics\u91c7\u6837\u7b56\u7565\u6539\u8fdb \n- \u5b9e\u65bd\u81ea\u9002\u5e94\u91c7\u6837\u6b65\u957f\u548c\u504f\u7f6e\u52bf\u8c03\u6574\uff0c\u4f18\u5148\u91c7\u6837\u81ea\u7531\u80fd\u68af\u5ea6\u8f83\u5927\u533a\u57df\uff0c\u51cf\u5c11\u5197\u4f59\u8ba1\u7b97\uff0c\u63d0\u5347\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\u91c7\u6837\u6548\u7387\u3002 \n- \u7ed3\u5408Umbrella Sampling\u7ed3\u679c\uff0c\u5229\u7528\u52a0\u6743\u91cd\u6784\u65b9\u6cd5\u63d0\u5347\u81ea\u7531\u80fd\u9762\u8fde\u7eed\u6027\u548c\u5149\u6ed1\u5ea6\u3002 \n- \u8bbe\u8ba1\u81ea\u52a8\u8bef\u5dee\u76d1\u63a7\u673a\u5236\uff0c\u6839\u636e\u91c7\u6837\u8bef\u5dee\u52a8\u6001\u8c03\u6574\u91c7\u6837\u5bc6\u5ea6\uff0c\u9632\u6b62\u8fc7\u5ea6\u91c7\u6837\u9020\u6210\u8ba1\u7b97\u8d44\u6e90\u6d6a\u8d39\u3002\n\n2. \u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u5206\u8fa8\u7387\u63d0\u5347 \n- \u7ed3\u5408\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u9488\u5bf9\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u533a\u57df\uff0c\u52a8\u6001\u589e\u52a0\u7f51\u683c\u5bc6\u5ea6\uff0c\u63d0\u9ad8\u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u7684\u7a7a\u95f4\u5206\u8fa8\u7387\u3002 \n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7f51\u683c\u8c03\u6574\u673a\u5236\uff0c\u4e25\u683c\u63a7\u5236\u7f51\u683c\u7ec6\u5316\u9608\u503c\uff0c\u907f\u514d\u8fc7\u5ea6\u7ec6\u5316\u5bfc\u81f4\u8ba1\u7b97\u590d\u6742\u5ea6\u6fc0\u589e\u3002 \n- \u4f18\u5316\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u8fb9\u754c\u5904\u71b5\u4ea7\u751f\u7387\u4e0e\u7269\u7406\u4e00\u81f4\uff0c\u907f\u514d\u6570\u503c\u8bef\u5dee\u5f15\u5165\u975e\u7269\u7406\u632f\u8361\u3002\n\n3. \u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u4e0e\u6e4d\u6d41\u8026\u5408\u589e\u5f3a \n- \u5f15\u5165\u57fa\u4e8e\u6e4d\u6d41\u5f3a\u5ea6\u7684\u6743\u91cd\u51fd\u6570\uff0c\u52a8\u6001\u8c03\u8282\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5bf9\u7f51\u683c\u7ec6\u5316\u548c\u65f6\u95f4\u6b65\u957f\u63a7\u5236\u7684\u5f71\u54cd\uff0c\u63d0\u5347\u5c40\u90e8\u6d41\u52a8\u4e0e\u70ed\u72b6\u6001\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002 \n- \u7ed3\u5408\u8bef\u5dee\u53cd\u9988\u673a\u5236\uff0c\u52a8\u6001\u8c03\u6574\u8026\u5408\u5f3a\u5ea6\uff0c\u4fdd\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n\u4e09\u3001\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u7b56\u7565\u8c03\u6574\n\n1. \u5361\u5c14\u66fc\u6ee4\u6ce2\u4e0e\u5f02\u5e38\u68c0\u6d4b\u4f18\u5316 \n- \u8c03\u6574\u5361\u5c14\u66fc\u6ee4\u6ce2\u589e\u76ca\u77e9\u9635\uff0c\u589e\u5f3a\u5bf9\u89c2\u6d4b\u566a\u58f0\u548c\u6a21\u578b\u8bef\u5dee\u7684\u9002\u5e94\u6027\uff0c\u63d0\u9ad8\u6a21\u578b\u5728\u7ebf\u6821\u6b63\u7684\u7a33\u5b9a\u6027\u3002 \n- \u4f18\u5316\u5b64\u7acb\u68ee\u6797\u53ca\u81ea\u52a8\u7f16\u7801\u5668\u53c2\u6570\uff0c\u63d0\u5347\u5f02\u5e38\u6570\u636e\u5254\u9664\u7684\u51c6\u786e\u7387\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u7ed3\u5408\u5728\u7ebf\u8bef\u5dee\u76d1\u63a7\uff0c\u52a8\u6001\u8c03\u6574\u5f02\u5e38\u68c0\u6d4b\u7075\u654f\u5ea6\uff0c\u907f\u514d\u8bef\u5224\u5bfc\u81f4\u6709\u6548\u6570\u636e\u4e22\u5931\u3002\n\n2. \u52a8\u6001\u8c03\u8282\u673a\u5236\u9608\u503c\u8bbe\u5b9a \n- \u91c7\u7528\u81ea\u9002\u5e94\u9608\u503c\u7b56\u7565\uff0c\u7ed3\u5408\u6a21\u578b\u8bef\u5dee\u7edf\u8ba1\u7279\u5f81\u548c\u8ba1\u7b97\u8d44\u6e90\u76d1\u63a7\uff0c\u52a8\u6001\u5e73\u8861\u6a21\u578b\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d1f\u8f7d\uff0c\u9632\u6b62\u8fc7\u5ea6\u66f4\u65b0\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\u3002 \n- \u8bbe\u5b9a\u4f18\u5148\u7ea7\u8c03\u5ea6\u673a\u5236\uff0c\u4f18\u5148\u66f4\u65b0\u5173\u952e\u533a\u57df\u6a21\u578b\uff0c\u5ef6\u8fdf\u6216\u964d\u4f4e\u4f4e\u98ce\u9669\u533a\u57df\u66f4\u65b0\u9891\u7387\uff0c\u4f18\u5316\u8d44\u6e90\u5206\u914d\u3002\n\n\u56db\u3001\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u578b\u5207\u6362\u7b56\u7565\u4f18\u5316\n\n1. \u52a8\u6001\u6a21\u578b\u5207\u6362\u7ec6\u5316 \n- \u57fa\u4e8e\u5b9e\u65f6\u8bef\u5dee\u4f30\u8ba1\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\uff0c\u8bbe\u8ba1\u591a\u7ea7\u5224\u5b9a\u673a\u5236\uff0c\u667a\u80fd\u5207\u6362\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u964d\u9636\u4ee3\u7406\u6a21\u578b\uff0c\u517c\u987e\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u3002 \n- \u5f15\u5165\u9884\u6d4b\u6027\u8c03\u5ea6\u673a\u5236\uff0c\u7ed3\u5408\u5de5\u51b5\u53d8\u5316\u8d8b\u52bf\u63d0\u524d\u9884\u5224\u590d\u6742\u5de5\u51b5\u5207\u6362\u9700\u6c42\uff0c\u51cf\u5c11\u5207\u6362\u5ef6\u8fdf\u3002 \n- \u8bbe\u7f6e\u5207\u6362\u51b7\u5374\u65f6\u95f4\u7a97\u53e3\uff0c\u907f\u514d\u9891\u7e41\u5207\u6362\u5e26\u6765\u7684\u8ba1\u7b97\u5f00\u9500\u548c\u6570\u503c\u4e0d\u7a33\u5b9a\u3002\n\n2. \u5e76\u884c\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\u5f3a\u5316 \n- \u4f18\u5316GPU\u4e0e\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1\u5212\u5206\uff0c\u7ed3\u5408\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u63d0\u5347\u6574\u4f53\u8ba1\u7b97\u541e\u5410\u7387\u3002 \n- \u5229\u7528\u5f02\u6b65\u8ba1\u7b97\u4e0e\u6570\u636e\u4f20\u8f93\u673a\u5236\uff0c\u51cf\u5c11\u901a\u4fe1\u5f00\u9500\uff0c\u63d0\u9ad8\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u5757\u7684\u8fd0\u884c\u6548\u7387\u3002 \n- \u7ed3\u5408\u8ba1\u7b97\u8d44\u6e90\u4f7f\u7528\u76d1\u63a7\uff0c\u52a8\u6001\u8c03\u6574\u5e76\u884c\u5ea6\uff0c\u9632\u6b62\u8d44\u6e90\u8fc7\u8f7d\u6216\u95f2\u7f6e\u3002\n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u5206\u9636\u6bb5\u5b9e\u65bd\u6570\u636e\u6269\u5145\u4e0e\u6a21\u578b\u7ed3\u6784\u4f18\u5316\uff0c\u7ed3\u5408\u8bef\u5dee\u9a71\u52a8\u7684\u81ea\u9002\u5e94\u91c7\u6837\u548c\u7f51\u683c\u7ec6\u5316\u7b56\u7565\uff0c\u4ee5\u53ca\u52a8\u6001\u8c03\u8282\u7684\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u66f4\u65b0\u673a\u5236\uff0c\u80fd\u591f\u6709\u6548\u63d0\u5347\u6a21\u578b\u5728\u6781\u7aef\u5de5\u51b5\u4e0b\u7684\u7269\u7406\u51c6\u786e\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\u52a8\u6001\u6a21\u578b\u5207\u6362\u4e0e\u5e76\u884c\u8d44\u6e90\u8c03\u5ea6\u7b56\u7565\u4fdd\u969c\u4e86\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u62df\u7cbe\u5ea6\u7684\u5e73\u8861\u3002\u5efa\u8bae\u5728\u4e0b\u4e00\u8f6e\u6a21\u578b\u8fed\u4ee3\u4e2d\uff0c\u4f18\u5148\u843d\u5b9e\u4e0a\u8ff0\u4f18\u5316\u65b9\u6848\uff0c\u5e76\u7ed3\u5408\u5927\u89c4\u6a21\u590d\u6742\u5de5\u51b5\u6d4b\u8bd5\uff0c\u6301\u7eed\u5b8c\u5584\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a\u3002\n```" + }, + { + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7efc\u5408\u5404\u65b9\u610f\u89c1\uff0c\u5b8c\u6210\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a\uff0c\u63d0\u4ea4\u6700\u7ec8\u7ed3\u679c\u3002", + "ID": "Action6", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b", + "ActionResult:Action5" + ], + "Action_Result": "\u5404\u4f4d\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\u9ad8\u5ea6\u5951\u5408\uff0c\u5145\u5206\u4f53\u73b0\u4e86\u5f53\u524d\u4f18\u5316\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u5728\u7269\u7406\u5408\u7406\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u53ca\u8ba1\u7b97\u6548\u7387\u65b9\u9762\u7684\u4f18\u52bf\u4e0e\u4e0d\u8db3\u3002\u7ed3\u5408\u6d41\u4f53\u52a8\u529b\u5b66\u4e13\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6df1\u5165\u5206\u6790\u53ca\u8c03\u6574\u5efa\u8bae\uff0c\u7279\u522b\u662f\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u9488\u5bf9\u65b9\u6848\u590d\u6742\u5ea6\u548c\u8ba1\u7b97\u8d1f\u62c5\u7684\u4f18\u5316\u5b8c\u5584\uff0c\u73b0\u5c06\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a\u6574\u7406\u5982\u4e0b\uff0c\u4f9b\u591a\u65b9\u8bc4\u5ba1\u548c\u540e\u7eed\u5b9e\u65bd\u53c2\u8003\u3002\n\n```\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a\n\n\u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\u56de\u987e \n- \u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\uff0c\u96c6\u6210MD\u3001DFT\u3001\u673a\u5668\u5b66\u4e60\u53caCFD\u6a21\u62df\uff0c\u652f\u6301\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u673a\u5236\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u5b9e\u65f6\u8c03\u6574\u53c2\u6570\uff0c\u7cbe\u51c6\u53cd\u6620\u6d82\u5c42\u3001\u8868\u9762\u7c97\u7cd9\u5ea6\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n- \u591a\u7269\u7406\u573a\u8026\u5408\u63a5\u53e3\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u652f\u6301\u70ed\u63d2\u62d4\uff0c\u4fdd\u8bc1\u7cfb\u7edf\u7075\u6d3b\u6027\u4e0e\u6269\u5c55\u6027\u3002\n\n\u4e8c\u3001\u70ed\u7269\u6027\u53c2\u6570\u52a8\u6001\u9884\u6d4b\u6a21\u5757\u4f18\u5316 \n1. \u6570\u636e\u6269\u5145\u4e0e\u6837\u672c\u8bbe\u8ba1 \n- \u5206\u9636\u6bb5\u589e\u52a0\u6781\u7aef\u6e29\u5ea6\uff08\u8d85\u4f4e\u6e29\u81f3\u9ad8\u6e29\uff09\u548c\u9ad8\u538b\u6761\u4ef6\u4e0b\u7684MD\u53caDFT\u91c7\u6837\u6570\u636e\uff0c\u91cd\u70b9\u8865\u5145\u5173\u952e\u5de5\u51b5\u6837\u672c\uff0c\u63d0\u5347\u795e\u7ecf\u7f51\u7edc\uff08NN\uff09\u4e0e\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff08GPR\uff09\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002 \n- \u8bbe\u8ba1\u590d\u6742\u6d82\u5c42\u591a\u7ec4\u5206\u6d53\u5ea6\u91c7\u6837\u65b9\u6848\uff0c\u786e\u4fdd\u6a21\u578b\u51c6\u786e\u53cd\u6620\u7ec4\u5206\u5bf9\u70ed\u7269\u6027\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u540c\u65f6\u63a7\u5236\u6570\u636e\u89c4\u6a21\uff0c\u907f\u514d\u8ba1\u7b97\u8d44\u6e90\u74f6\u9888\u3002\n\n2. \u7269\u7406\u7ea6\u675f\u5f3a\u5316 \n- \u5728\u635f\u5931\u51fd\u6570\u4e2d\u5f15\u5165\u5404\u5411\u5f02\u6027\u70ed\u4f20\u5bfc\u7ea6\u675f\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u975e\u5747\u8d28\u6d82\u5c42\u70ed\u4f20\u5bfc\u7684\u8868\u8fbe\u80fd\u529b\u3002 \n- \u52a8\u6001\u8c03\u6574\u80fd\u91cf\u5b88\u6052\u4e0e\u71b5\u4ea7\u751f\u7ea6\u675f\u6743\u91cd\uff0c\u7ed3\u5408\u8bad\u7ec3\u8fc7\u7a0b\u7269\u7406\u4e00\u81f4\u6027\u6307\u6807\uff0c\u9632\u6b62\u8fc7\u62df\u5408\u548c\u975e\u7269\u7406\u53c2\u6570\u504f\u79fb\u3002\n\n3. \u673a\u5668\u5b66\u4e60\u6a21\u578b\u7ed3\u6784\u4f18\u5316 \n- \u91c7\u7528\u591a\u4efb\u52a1\u5b66\u4e60\u67b6\u6784\u8054\u5408\u9884\u6d4b\u81ea\u7531\u80fdF\u3001\u5185\u80fdU\u3001\u6bd4\u70ed\u5bb9Cp\u3001\u52a8\u529b\u7c98\u5ea6\u03bc\u548c\u5bc6\u5ea6\u03c1\uff0c\u5229\u7528\u53c2\u6570\u95f4\u7269\u7406\u76f8\u5173\u6027\u63d0\u5347\u9884\u6d4b\u7cbe\u5ea6\u3002 \n- \u5206\u9636\u6bb5\u5f15\u5165\u8d1d\u53f6\u65af\u795e\u7ecf\u7f51\u7edc\u6216\u6df1\u5ea6\u9ad8\u65af\u8fc7\u7a0b\uff0c\u4f18\u5148\u5e94\u7528\u4e8e\u5173\u952e\u5de5\u51b5\u548c\u9ad8\u98ce\u9669\u533a\u57df\uff0c\u63d0\u5347\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u80fd\u529b\uff0c\u652f\u6301\u98ce\u9669\u8bc4\u4f30\u548c\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6\u3002 \n- \u7ed3\u5408\u52a8\u6001\u6a21\u578b\u5207\u6362\u7b56\u7565\uff0c\u4f4e\u98ce\u9669\u533a\u57df\u4f7f\u7528\u8f7b\u91cf\u7ea7\u6a21\u578b\uff0c\u9ad8\u98ce\u9669\u533a\u57df\u5207\u6362\u81f3\u9ad8\u4fdd\u771f\u8d1d\u53f6\u65af\u6a21\u578b\uff0c\u5b9e\u73b0\u7cbe\u5ea6\u4e0e\u6548\u7387\u5e73\u8861\u3002\n\n\u4e09\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6570\u503c\u8ba1\u7b97\u65b9\u6cd5\u4f18\u5316 \n1. Metadynamics\u91c7\u6837\u7b56\u7565\u6539\u8fdb \n- \u5b9e\u65bd\u81ea\u9002\u5e94\u91c7\u6837\u6b65\u957f\u548c\u504f\u7f6e\u52bf\u8c03\u6574\uff0c\u4f18\u5148\u91c7\u6837\u81ea\u7531\u80fd\u68af\u5ea6\u8f83\u5927\u533a\u57df\uff0c\u51cf\u5c11\u5197\u4f59\u8ba1\u7b97\u3002 \n- \u7ed3\u5408Umbrella Sampling\u7ed3\u679c\uff0c\u5229\u7528\u52a0\u6743\u91cd\u6784\u63d0\u5347\u81ea\u7531\u80fd\u9762\u8fde\u7eed\u6027\u548c\u5149\u6ed1\u5ea6\u3002 \n- \u8bbe\u8ba1\u81ea\u52a8\u8bef\u5dee\u76d1\u63a7\u673a\u5236\uff0c\u6839\u636e\u91c7\u6837\u8bef\u5dee\u52a8\u6001\u8c03\u6574\u91c7\u6837\u5bc6\u5ea6\uff0c\u907f\u514d\u8fc7\u5ea6\u91c7\u6837\u3002\n\n2. \u5c40\u90e8\u71b5\u5bc6\u5ea6\u573a\u5206\u8fa8\u7387\u63d0\u5347 \n- \u7ed3\u5408\u81ea\u9002\u5e94\u7f51\u683c\u7ec6\u5316\uff08AMR\uff09\u6280\u672f\uff0c\u52a8\u6001\u589e\u52a0\u591a\u76f8\u754c\u9762\u53ca\u6d41\u56fa\u754c\u9762\u533a\u57df\u7f51\u683c\u5bc6\u5ea6\u3002 \n- \u5b9e\u65bd\u8bef\u5dee\u9a71\u52a8\u7f51\u683c\u8c03\u6574\u673a\u5236\uff0c\u4e25\u683c\u63a7\u5236\u7ec6\u5316\u9608\u503c\uff0c\u9632\u6b62\u8fc7\u5ea6\u7ec6\u5316\u3002 \n- \u4f18\u5316\u71b5\u6d41\u8fb9\u754c\u6761\u4ef6\u6570\u503c\u683c\u5f0f\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u632f\u8361\u3002\n\n3. \u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u4e0e\u6e4d\u6d41\u8026\u5408\u589e\u5f3a \n- \u5f15\u5165\u57fa\u4e8e\u6e4d\u6d41\u5f3a\u5ea6\u7684\u6743\u91cd\u51fd\u6570\uff0c\u52a8\u6001\u8c03\u8282\u70ed\u529b\u5b66\u53c2\u6570\u68af\u5ea6\u5bf9\u7f51\u683c\u7ec6\u5316\u548c\u65f6\u95f4\u6b65\u957f\u7684\u5f71\u54cd\u3002 \n- \u7ed3\u5408\u8bef\u5dee\u53cd\u9988\u673a\u5236\uff0c\u52a8\u6001\u8c03\u6574\u8026\u5408\u5f3a\u5ea6\uff0c\u4fdd\u969c\u6570\u503c\u7a33\u5b9a\u6027\u4e0e\u8ba1\u7b97\u6548\u7387\u3002\n\n\u56db\u3001\u673a\u5668\u5b66\u4e60\u5728\u7ebf\u5b66\u4e60\u4e0e\u6570\u636e\u540c\u5316\u7b56\u7565\u8c03\u6574 \n1. \u5361\u5c14\u66fc\u6ee4\u6ce2\u4e0e\u5f02\u5e38\u68c0\u6d4b\u4f18\u5316 \n- \u8c03\u6574\u5361\u5c14\u66fc\u6ee4\u6ce2\u589e\u76ca\u77e9\u9635\uff0c\u63d0\u9ad8\u5bf9\u89c2\u6d4b\u566a\u58f0\u548c\u6a21\u578b\u8bef\u5dee\u7684\u9002\u5e94\u6027\u3002 \n- \u4f18\u5316\u5b64\u7acb\u68ee\u6797\u548c\u81ea\u52a8\u7f16\u7801\u5668\u53c2\u6570\uff0c\u63d0\u5347\u5f02\u5e38\u6570\u636e\u5254\u9664\u51c6\u786e\u7387\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u7ed3\u5408\u5728\u7ebf\u8bef\u5dee\u76d1\u63a7\uff0c\u52a8\u6001\u8c03\u6574\u5f02\u5e38\u68c0\u6d4b\u7075\u654f\u5ea6\uff0c\u907f\u514d\u8bef\u5224\u5bfc\u81f4\u6709\u6548\u6570\u636e\u4e22\u5931\u3002\n\n2. \u52a8\u6001\u8c03\u8282\u673a\u5236\u9608\u503c\u8bbe\u5b9a \n- \u91c7\u7528\u81ea\u9002\u5e94\u9608\u503c\u7b56\u7565\uff0c\u7ed3\u5408\u6a21\u578b\u8bef\u5dee\u7edf\u8ba1\u548c\u8ba1\u7b97\u8d44\u6e90\u76d1\u63a7\uff0c\u52a8\u6001\u5e73\u8861\u6a21\u578b\u66f4\u65b0\u9891\u7387\u4e0e\u8ba1\u7b97\u8d1f\u8f7d\u3002 \n- \u8bbe\u5b9a\u4f18\u5148\u7ea7\u8c03\u5ea6\uff0c\u5173\u952e\u533a\u57df\u4f18\u5148\u66f4\u65b0\uff0c\u4f4e\u98ce\u9669\u533a\u57df\u9002\u5f53\u5ef6\u8fdf\uff0c\u4f18\u5316\u8d44\u6e90\u5206\u914d\u3002\n\n\u4e94\u3001\u8ba1\u7b97\u6548\u7387\u4e0e\u6a21\u578b\u5207\u6362\u7b56\u7565\u4f18\u5316 \n1. \u52a8\u6001\u6a21\u578b\u5207\u6362\u7ec6\u5316 \n- \u57fa\u4e8e\u5b9e\u65f6\u8bef\u5dee\u4f30\u8ba1\u548c\u4e0d\u786e\u5b9a\u6027\u6307\u6807\uff0c\u8bbe\u8ba1\u591a\u7ea7\u5224\u5b9a\u673a\u5236\uff0c\u667a\u80fd\u5207\u6362\u9ad8\u4fdd\u771f\u6a21\u578b\u4e0e\u964d\u9636\u4ee3\u7406\u6a21\u578b\u3002 \n- \u5f15\u5165\u9884\u6d4b\u6027\u8c03\u5ea6\uff0c\u7ed3\u5408\u5de5\u51b5\u53d8\u5316\u8d8b\u52bf\u63d0\u524d\u9884\u5224\u590d\u6742\u5de5\u51b5\u5207\u6362\u9700\u6c42\uff0c\u51cf\u5c11\u5207\u6362\u5ef6\u8fdf\u3002 \n- \u8bbe\u5b9a\u5207\u6362\u51b7\u5374\u65f6\u95f4\u7a97\u53e3\uff0c\u907f\u514d\u9891\u7e41\u5207\u6362\u5e26\u6765\u7684\u8ba1\u7b97\u5f00\u9500\u548c\u6570\u503c\u4e0d\u7a33\u5b9a\u3002\n\n2. \u5e76\u884c\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\u5f3a\u5316 \n- \u4f18\u5316GPU\u4e0e\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1\u5212\u5206\uff0c\u7ed3\u5408\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\u3002 \n- \u5229\u7528\u5f02\u6b65\u8ba1\u7b97\u548c\u6570\u636e\u4f20\u8f93\u673a\u5236\uff0c\u51cf\u5c11\u901a\u4fe1\u5f00\u9500\uff0c\u63d0\u9ad8\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u5757\u8fd0\u884c\u6548\u7387\u3002 \n- \u52a8\u6001\u8c03\u6574\u5e76\u884c\u5ea6\uff0c\u9632\u6b62\u8d44\u6e90\u8fc7\u8f7d\u6216\u95f2\u7f6e\u3002\n\n\u516d\u3001\u6d4b\u8bd5\u9a8c\u8bc1\u4e0e\u6027\u80fd\u8bc4\u4f30 \n- \u901a\u8fc7\u57fa\u51c6\u6848\u4f8b\u3001\u590d\u6742\u53ca\u6781\u7aef\u5de5\u51b5\u6848\u4f8b\uff0c\u9a8c\u8bc1\u6a21\u578b\u7269\u7406\u771f\u5b9e\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002 \n- \u5bf9\u6bd4\u5b9e\u9a8c\u6570\u636e\u9a8c\u8bc1\u538b\u529b\u5206\u5e03\u3001\u901f\u5ea6\u573a\u53ca\u6e4d\u6d41\u7ed3\u6784\uff0c\u786e\u4fdd\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u76d1\u63a7\u71b5\u4ea7\u751f\u7387\u548c\u80fd\u91cf\u5b88\u6052\uff0c\u786e\u4fdd\u65e0\u975e\u7269\u7406\u632f\u8361\u3002 \n- \u8ba1\u7b97\u6548\u7387\u63d0\u5347\u8d85\u8fc730%\uff0c\u81ea\u9002\u5e94\u7f51\u683c\u4e0e\u65f6\u95f4\u6b65\u957f\u7b56\u7565\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u8d1f\u62c5\u3002 \n- 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+ } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6700\u7ec8\u6d41\u4f53\u6a21\u62df\u6a21\u578b\u53ca\u4f18\u5316\u62a5\u544a", + "content": "\u4e00\u3001\u6a21\u578b\u603b\u4f53\u67b6\u6784\u56de\u987e \n- \u91c7\u7528\u57fa\u4e8e\u975e\u5e73\u8861\u70ed\u529b\u5b66\u81ea\u7531\u80fd\u6cdb\u51fd\u7684\u591a\u5c3a\u5ea6\u591a\u7269\u7406\u573a\u8026\u5408\u67b6\u6784\uff0c\u96c6\u6210MD\u3001DFT\u3001\u673a\u5668\u5b66\u4e60\u53caCFD\u6a21\u62df\uff0c\u652f\u6301\u5f02\u6b65\u8026\u5408\u548c\u65f6\u95f4\u5c3a\u5ea6\u9002\u914d\u3002 \n- \u52a8\u6001\u8fb9\u754c\u6761\u4ef6\u673a\u5236\u57fa\u4e8e\u5c40\u90e8\u81ea\u7531\u80fd\u548c\u71b5\u72b6\u6001\u5b9e\u65f6\u8c03\u6574\u53c2\u6570\uff0c\u7cbe\u51c6\u53cd\u6620\u6d82\u5c42\u3001\u8868\u9762\u7c97\u7cd9\u5ea6\u53ca\u6d41\u56fa\u754c\u9762\u70ed\u529b\u5b66\u53cd\u9988\u3002 \n- 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\u5361\u5c14\u66fc\u6ee4\u6ce2\u4e0e\u5f02\u5e38\u68c0\u6d4b\u4f18\u5316 \n- \u8c03\u6574\u5361\u5c14\u66fc\u6ee4\u6ce2\u589e\u76ca\u77e9\u9635\uff0c\u63d0\u9ad8\u5bf9\u89c2\u6d4b\u566a\u58f0\u548c\u6a21\u578b\u8bef\u5dee\u7684\u9002\u5e94\u6027\u3002 \n- \u4f18\u5316\u5b64\u7acb\u68ee\u6797\u548c\u81ea\u52a8\u7f16\u7801\u5668\u53c2\u6570\uff0c\u63d0\u5347\u5f02\u5e38\u6570\u636e\u5254\u9664\u51c6\u786e\u7387\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u3002 \n- \u7ed3\u5408\u5728\u7ebf\u8bef\u5dee\u76d1\u63a7\uff0c\u52a8\u6001\u8c03\u6574\u5f02\u5e38\u68c0\u6d4b\u7075\u654f\u5ea6\uff0c\u907f\u514d\u8bef\u5224\u5bfc\u81f4\u6709\u6548\u6570\u636e\u4e22\u5931\u3002\n\n2. \u52a8\u6001\u8c03\u8282\u673a\u5236\u9608\u503c\u8bbe\u5b9a \n- 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+ } + ], + "('/generate_basePlan', '\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570?', [])": { + "Initial Input Object": [], + "Collaboration Process": [ + { + "StepName": "\u786e\u5b9a\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "TaskContent": "\u9009\u62e9\u5e76\u51c6\u5907\u5f85\u5206\u6790\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u8981\u6c42\u3002", + "InputObject_List": [], + "OutputObject": "\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u9009\u62e9\u6807\u51c6\u548c\u5236\u5907\u65b9\u6cd5\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u9700\u6c42\u3002", + "ImportantInput": [] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ImportantInput": [] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002", + "ImportantInput": [] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u5b9e\u9645\u6837\u54c1\u5236\u5907\u548c\u53c2\u6570\u83b7\u53d6\u4e2d\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u597d\u5730\u9002\u914d\u5b9e\u9645\u6837\u54c1\u7279\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u5e76\u51c6\u5907\u7b26\u5408\u8981\u6c42\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u5b8c\u6210\u6837\u54c1\u7684\u6700\u7ec8\u786e\u5b9a\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "!<0>!, !<1>! and !<2>! perform the task of \u9009\u62e9\u5e76\u51c6\u5907\u5f85\u5206\u6790\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u8981\u6c42\u3002 to obtain !<3>!.", + "data": { + "0": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "1": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6d4b\u91cf\u70ed\u529b\u5b66\u6027\u8d28", + "TaskContent": "\u91c7\u7528\u5b9e\u9a8c\u65b9\u6cd5\uff08\u5982\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002", + "InputObject_List": [ + "\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ], + "OutputObject": "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5(DSC)\u548c\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u7528\u4e8e\u89e3\u91ca\u548c\u62df\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u3002", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u65b9\u6cd5\uff0c\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u8bef\u5dee\u6765\u6e90\u548c\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u7406\u8bba\u6a21\u578b\u7684\u5408\u7406\u6027\u4e0e\u9002\u7528\u8303\u56f4\uff0c\u63d0\u51fa\u6539\u8fdb\u6a21\u578b\u7684\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u65b9\u6848\u7684\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u53ca\u5176\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5bf9\u6bd4\u6f5c\u529b\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6848\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u6539\u8fdb\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u80fd\u529b\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5", + "ActionResult:Action7" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6539\u8fdb\u7684\u7406\u8bba\u6a21\u578b\u548c\u5b9e\u9a8c\u7ed3\u679c\uff0c\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u6548\u7387\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action6", + "ActionResult:Action8" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b8c\u6574\u5b9e\u9a8c\u6570\u636e\u96c6\u5e76\u63d0\u4ea4\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u91c7\u7528\u5b9e\u9a8c\u65b9\u6cd5\uff08\u5982\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6570\u636e\u5904\u7406\u4e0e\u6821\u6b63", + "TaskContent": "\u5bf9\u5b9e\u9a8c\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u6821\u6b63\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027\u3002", + "InputObject_List": [ + "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ], + "OutputObject": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6570\u636e\u5904\u7406\u548c\u5f02\u5e38\u503c\u8bc6\u522b\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u548c\u6821\u6b63\u65b9\u6cd5\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u57fa\u672c\u539f\u7406\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7406\u8bba\u6821\u6b63\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6570\u636e\u5904\u7406\u7b97\u6cd5\uff0c\u8f85\u52a9\u8bc6\u522b\u548c\u6821\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u5904\u7406\u548c\u6821\u6b63\u65b9\u6848\u8fdb\u884c\u8bc4\u4f30\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u70b9\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u4f18\u5316\u6570\u503c\u6a21\u62df\u7b97\u6cd5\uff0c\u589e\u5f3a\u5f02\u5e38\u503c\u8bc6\u522b\u548c\u6570\u636e\u6821\u6b63\u80fd\u529b\uff0c\u786e\u4fdd\u5904\u7406\u7ed3\u679c\u51c6\u786e\u53ef\u9760\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ] + }, + { + "ID": "Action7", + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u7ed3\u679c\uff0c\u5b8c\u6210\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\u7684\u5904\u7406\u4e0e\u6821\u6b63\uff0c\u8f93\u51fa\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u5bf9\u5b9e\u9a8c\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u6821\u6b63\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u5efa\u7acb\u70ed\u529b\u5b66\u6a21\u578b", + "TaskContent": "\u57fa\u4e8e\u5904\u7406\u540e\u7684\u6570\u636e\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u6216\u70ed\u529b\u5b66\u65b9\u7a0b\u3002", + "InputObject_List": [ + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "OutputObject": "\u70ed\u529b\u5b66\u6a21\u578b", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u5904\u7406\u540e\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u521d\u6b65\u6570\u5b66\u6a21\u578b\u3002", + "ImportantInput": [ + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ImportantInput": [ + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u6846\u67b6\u3002", + "ImportantInput": [ + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u7406\u8bba\u6a21\u578b\u7684\u6570\u503c\u5b9e\u73b0\u96be\u5ea6\u548c\u6a21\u62df\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u6570\u5b66\u6a21\u578b\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u548c\u7b97\u6cd5\u5b9e\u73b0\u3002", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u7ed3\u679c\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u548c\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u6700\u7ec8\u6a21\u578b\u65b9\u6848\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u57fa\u4e8e\u5904\u7406\u540e\u7684\u6570\u636e\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u6216\u70ed\u529b\u5b66\u65b9\u7a0b\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "TaskContent": "\u901a\u8fc7\u4e0e\u6587\u732e\u6570\u636e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u5e76\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002", + "InputObject_List": [ + "\u70ed\u529b\u5b66\u6a21\u578b", + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "OutputObject": "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\uff0c\u5305\u62ec\u5982\u4f55\u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u9884\u6d4b\u8fdb\u884c\u5bf9\u6bd4\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u7406\u8bba\u89d2\u5ea6\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u7684\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u7406\u8bba\u504f\u5dee\u53ca\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6a21\u578b\u548c\u6570\u636e\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u51c6\u5907\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\u3002", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u8bc4\u4f30\uff0c\u6307\u51fa\u6f5c\u5728\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\u7684\u7406\u8bba\u57fa\u7840\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action6", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u9ad8\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u7cbe\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4f18\u5316\u540e\u7684\u6a21\u62df\u65b9\u6848\uff0c\u8c03\u6574\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u603b\u7ed3\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316\u8fc7\u7a0b\uff0c\u5f62\u6210\u6700\u7ec8\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4f5c\u4e3a\u672c\u9636\u6bb5\u4efb\u52a1\u6210\u679c\u3002", + "ImportantInput": [ + "ActionResult:Action6", + "ActionResult:Action7" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>! and !<1>!, !<2>!, !<3>! and !<4>! perform the task of \u901a\u8fc7\u4e0e\u6587\u732e\u6570\u636e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u5e76\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002 to obtain !<5>!.", + "data": { + "0": { + "text": "\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "color": [ + 108, + 45, + 74 + ] + }, + "2": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "5": { + "text": "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 32, + 100, + 78 + ] + } + } + } + }, + { + "StepName": "\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790", + "TaskContent": "\u4ece\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u548c\u89e3\u91ca\u3002", + "InputObject_List": [ + "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ], + "OutputObject": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570", + "AgentSelection": [ + "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "\u7269\u7406\u5b66\u5bb6", + "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6" + ], + "TaskProcess": [ + { + "ID": "Action1", + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u91cd\u70b9\u8003\u8651\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u3001\u7f3a\u9677\uff09\u7684\u5f71\u54cd\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ] + }, + { + "ID": "Action2", + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u6846\u67b6\uff0c\u4e3a\u53c2\u6570\u63d0\u53d6\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ] + }, + { + "ID": "Action3", + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u5305\u62ec\u53c2\u6570\u62df\u5408\u548c\u591a\u7269\u7406\u573a\u6a21\u62df\u65b9\u6cd5\u3002", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ] + }, + { + "ID": "Action4", + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u7684\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u6280\u672f\u6311\u6218\u548c\u6539\u8fdb\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action1" + ] + }, + { + "ID": "Action5", + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5ba1\u67e5\u7269\u7406\u5b66\u5bb6\u5efa\u7acb\u7684\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u53ca\u5176\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u517c\u5bb9\u6027\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002", + "ImportantInput": [ + "ActionResult:Action2" + ] + }, + { + "ID": "Action6", + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4ef7\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u7684\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u9645\u63d0\u51fa\u6539\u8fdb\u65b9\u5411\u3002", + "ImportantInput": [ + "ActionResult:Action3" + ] + }, + { + "ID": "Action7", + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff0c\u589e\u5f3a\u65b9\u6cd5\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4", + "ActionResult:Action6" + ] + }, + { + "ID": "Action8", + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u6027\u3002", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action5" + ] + }, + { + "ID": "Action9", + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action5", + "ActionResult:Action6" + ] + }, + { + "ID": "Action10", + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\uff0c\u63d0\u4ea4\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ] + } + ], + "Collaboration_Brief_FrontEnd": { + "template": "Based on !<0>!, !<1>!, !<2>! and !<3>! perform the task of \u4ece\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u548c\u89e3\u91ca\u3002 to obtain !<4>!.", + "data": { + "0": { + "text": "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b", + "color": [ + 108, + 45, + 74 + ] + }, + "1": { + "text": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "2": { + "text": "\u7269\u7406\u5b66\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "3": { + "text": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "color": [ + 0, + 0, + 80 + ] + }, + "4": { + "text": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570", + "color": [ + 32, + 100, + 78 + ] + } + } + } + } + ], + "General Goal": "\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570?" + }, + "('/executePlan', None, [], {'Initial Input Object': [], 'General Goal': '\u5982\u4f55\u5206\u6790\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570?', 'Collaboration Process': [{'StepName': '\u786e\u5b9a\u6db2\u6001\u91d1\u5c5e\u6837\u54c1', 'TaskContent': '\u9009\u62e9\u5e76\u51c6\u5907\u5f85\u5206\u6790\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u8981\u6c42\u3002', 'InputObject_List': [], 'OutputObject': '\u6db2\u6001\u91d1\u5c5e\u6837\u54c1', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '!<0>!, !<1>! \u548c !<2>! \u6267\u884c\u4efb\u52a1 !<3>!, \u5f97\u5230 !<4>!.', 'data': {'0': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '1': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u9009\u62e9\u5e76\u51c6\u5907\u5f85\u5206\u6790\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u8981\u6c42\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '4': {'text': '\u6db2\u6001\u91d1\u5c5e\u6837\u54c1', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u9009\u62e9\u6807\u51c6\u548c\u5236\u5907\u65b9\u6cd5\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u9700\u6c42\u3002', 'ID': 'Action1', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': []}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002', 'ID': 'Action3', 'ImportantInput': []}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u5b9e\u9645\u6837\u54c1\u5236\u5907\u548c\u53c2\u6570\u83b7\u53d6\u4e2d\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u597d\u5730\u9002\u914d\u5b9e\u9645\u6837\u54c1\u7279\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u786e\u8ba4\u5e76\u51c6\u5907\u7b26\u5408\u8981\u6c42\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u5b8c\u6210\u6837\u54c1\u7684\u6700\u7ec8\u786e\u5b9a\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u6d4b\u91cf\u70ed\u529b\u5b66\u6027\u8d28', 'TaskContent': '\u91c7\u7528\u5b9e\u9a8c\u65b9\u6cd5\uff08\u5982\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002', 'InputObject_List': ['\u6db2\u6001\u91d1\u5c5e\u6837\u54c1'], 'OutputObject': '\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u6db2\u6001\u91d1\u5c5e\u6837\u54c1', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u91c7\u7528\u5b9e\u9a8c\u65b9\u6cd5\uff08\u5982\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\uff09\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5(DSC)\u548c\u70ed\u81a8\u80c0\u6d4b\u91cf\u7b49\u5b9e\u9a8c\u65b9\u6cd5\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8bbe\u8ba1\u5b9e\u9a8c\u65b9\u6848\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u7528\u4e8e\u89e3\u91ca\u548c\u62df\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u65b9\u6cd5\uff0c\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6848\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\uff0c\u6307\u51fa\u6f5c\u5728\u8bef\u5dee\u6765\u6e90\u548c\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u7406\u8bba\u6a21\u578b\u7684\u5408\u7406\u6027\u4e0e\u9002\u7528\u8303\u56f4\uff0c\u63d0\u51fa\u6539\u8fdb\u6a21\u578b\u7684\u5efa\u8bae\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6a21\u62df\u65b9\u6848\u7684\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u53ca\u5176\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5bf9\u6bd4\u6f5c\u529b\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6848\uff0c\u63d0\u5347\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u6539\u8fdb\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u80fd\u529b\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action5', 'ActionResult:Action7']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6539\u8fdb\u7684\u7406\u8bba\u6a21\u578b\u548c\u5b9e\u9a8c\u7ed3\u679c\uff0c\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u6548\u7387\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action6', 'ActionResult:Action8']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b8c\u6574\u5b9e\u9a8c\u6570\u636e\u96c6\u5e76\u63d0\u4ea4\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}, {'StepName': '\u6570\u636e\u5904\u7406\u4e0e\u6821\u6b63', 'TaskContent': '\u5bf9\u5b9e\u9a8c\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u6821\u6b63\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027\u3002', 'InputObject_List': ['\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e'], 'OutputObject': '\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u5bf9\u5b9e\u9a8c\u83b7\u5f97\u7684\u70ed\u529b\u5b66\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u6821\u6b63\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u51c6\u786e\u6027\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6570\u636e\u5904\u7406\u548c\u5f02\u5e38\u503c\u8bc6\u522b\u65b9\u6848\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u548c\u6821\u6b63\u65b9\u6cd5\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u57fa\u672c\u539f\u7406\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7406\u8bba\u6821\u6b63\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6570\u636e\u5904\u7406\u7b97\u6cd5\uff0c\u8f85\u52a9\u8bc6\u522b\u548c\u6821\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u5904\u7406\u548c\u6821\u6b63\u65b9\u6848\u8fdb\u884c\u8bc4\u4f30\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u70b9\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u7ed3\u5408\u53cd\u9988\u4f18\u5316\u6570\u503c\u6a21\u62df\u7b97\u6cd5\uff0c\u589e\u5f3a\u5f02\u5e38\u503c\u8bc6\u522b\u548c\u6570\u636e\u6821\u6b63\u80fd\u529b\uff0c\u786e\u4fdd\u5904\u7406\u7ed3\u679c\u51c6\u786e\u53ef\u9760\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4']}, {'ActionType': 'Finalize', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u4f18\u5316\u7ed3\u679c\uff0c\u5b8c\u6210\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\u7684\u5904\u7406\u4e0e\u6821\u6b63\uff0c\u8f93\u51fa\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action5', 'ActionResult:Action6']}]}, {'StepName': '\u5efa\u7acb\u70ed\u529b\u5b66\u6a21\u578b', 'TaskContent': '\u57fa\u4e8e\u5904\u7406\u540e\u7684\u6570\u636e\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u6216\u70ed\u529b\u5b66\u65b9\u7a0b\u3002', 'InputObject_List': ['\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e'], 'OutputObject': '\u70ed\u529b\u5b66\u6a21\u578b', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u57fa\u4e8e\u5904\u7406\u540e\u7684\u6570\u636e\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u6216\u70ed\u529b\u5b66\u65b9\u7a0b\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u5904\u7406\u540e\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u521d\u6b65\u6570\u5b66\u6a21\u578b\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u6846\u67b6\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u7406\u8bba\u6a21\u578b\u7684\u6570\u503c\u5b9e\u73b0\u96be\u5ea6\u548c\u6a21\u62df\u51c6\u786e\u6027\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action2']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u6570\u5b66\u6a21\u578b\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u548c\u7b97\u6cd5\u5b9e\u73b0\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action4', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u6539\u8fdb\u7ed3\u679c\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u548c\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u6700\u7ec8\u6a21\u578b\u65b9\u6848\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}, {'StepName': '\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316', 'TaskContent': '\u901a\u8fc7\u4e0e\u6587\u732e\u6570\u636e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u5e76\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002', 'InputObject_List': ['\u70ed\u529b\u5b66\u6a21\u578b', '\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e'], 'OutputObject': '\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>! \u548c !<1>!, !<2>!, !<3>! \u548c !<4>! \u6267\u884c\u4efb\u52a1 !<5>!, \u5f97\u5230 !<6>!.', 'data': {'0': {'text': '\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e', 'style': {'background': '#ACDBA0'}}, '2': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '5': {'text': '\u901a\u8fc7\u4e0e\u6587\u732e\u6570\u636e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\uff0c\u9a8c\u8bc1\u5e76\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '6': {'text': '\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\uff0c\u5305\u62ec\u5982\u4f55\u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u9884\u6d4b\u8fdb\u884c\u5bf9\u6bd4\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u6a21\u578b', 'InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u4ece\u7406\u8bba\u89d2\u5ea6\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u7684\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u7406\u8bba\u504f\u5dee\u53ca\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6a21\u578b\u548c\u6570\u636e\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u51c6\u5907\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u70ed\u529b\u5b66\u6a21\u578b', 'InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u8bc4\u4f30\uff0c\u6307\u51fa\u6f5c\u5728\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\u7684\u7406\u8bba\u57fa\u7840\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u9ad8\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u7cbe\u5ea6\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u4f18\u5316\u540e\u7684\u6a21\u62df\u65b9\u6848\uff0c\u8c03\u6574\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u603b\u7ed3\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316\u8fc7\u7a0b\uff0c\u5f62\u6210\u6700\u7ec8\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4f5c\u4e3a\u672c\u9636\u6bb5\u4efb\u52a1\u6210\u679c\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action6', 'ActionResult:Action7']}]}, {'StepName': '\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790', 'TaskContent': '\u4ece\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u548c\u89e3\u91ca\u3002', 'InputObject_List': ['\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b'], 'OutputObject': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570', 'AgentSelection': ['\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', '\u7269\u7406\u5b66\u5bb6', '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6'], 'Collaboration_Brief_frontEnd': {'template': '\u57fa\u4e8e!<0>!, !<1>!, !<2>! \u548c !<3>! \u6267\u884c\u4efb\u52a1 !<4>!, \u5f97\u5230 !<5>!.', 'data': {'0': {'text': '\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b', 'style': {'background': '#ACDBA0'}}, '1': {'text': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '2': {'text': '\u7269\u7406\u5b66\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '3': {'text': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'style': {'background': '#E5E5E5', 'boxShadow': '1px 1px 4px 1px #0003'}}, '4': {'text': '\u4ece\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u548c\u89e3\u91ca\u3002', 'style': {'background': '#DDD', 'border': '1.5px solid #ddd'}}, '5': {'text': '\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570', 'style': {'background': '#FFCA8C'}}}}, 'TaskProcess': [{'ActionType': 'Propose', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u91cd\u70b9\u8003\u8651\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u3001\u7f3a\u9677\uff09\u7684\u5f71\u54cd\u3002', 'ID': 'Action1', 'ImportantInput': ['InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u6846\u67b6\uff0c\u4e3a\u53c2\u6570\u63d0\u53d6\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002', 'ID': 'Action2', 'ImportantInput': ['InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b']}, {'ActionType': 'Propose', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u5305\u62ec\u53c2\u6570\u62df\u5408\u548c\u591a\u7269\u7406\u573a\u6a21\u62df\u65b9\u6cd5\u3002', 'ID': 'Action3', 'ImportantInput': ['InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b']}, {'ActionType': 'Critique', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u7684\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u6280\u672f\u6311\u6218\u548c\u6539\u8fdb\u5efa\u8bae\u3002', 'ID': 'Action4', 'ImportantInput': ['ActionResult:Action1']}, {'ActionType': 'Critique', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u5ba1\u67e5\u7269\u7406\u5b66\u5bb6\u5efa\u7acb\u7684\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u53ca\u5176\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u517c\u5bb9\u6027\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002', 'ID': 'Action5', 'ImportantInput': ['ActionResult:Action2']}, {'ActionType': 'Critique', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u8bc4\u4ef7\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u7684\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u9645\u63d0\u51fa\u6539\u8fdb\u65b9\u5411\u3002', 'ID': 'Action6', 'ImportantInput': ['ActionResult:Action3']}, {'ActionType': 'Improve', 'AgentName': '\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6', 'Description': '\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff0c\u589e\u5f3a\u65b9\u6cd5\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002', 'ID': 'Action7', 'ImportantInput': ['ActionResult:Action1', 'ActionResult:Action4', 'ActionResult:Action6']}, {'ActionType': 'Improve', 'AgentName': '\u7269\u7406\u5b66\u5bb6', 'Description': '\u57fa\u4e8e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u6027\u3002', 'ID': 'Action8', 'ImportantInput': ['ActionResult:Action2', 'ActionResult:Action4', 'ActionResult:Action5']}, {'ActionType': 'Improve', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002', 'ID': 'Action9', 'ImportantInput': ['ActionResult:Action3', 'ActionResult:Action5', 'ActionResult:Action6']}, {'ActionType': 'Finalize', 'AgentName': '\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6', 'Description': '\u6574\u5408\u5404\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\uff0c\u63d0\u4ea4\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u3002', 'ID': 'Action10', 'ImportantInput': ['ActionResult:Action7', 'ActionResult:Action8', 'ActionResult:Action9']}]}]})": [ + { + "LogNodeType": "step", + "NodeId": "\u786e\u5b9a\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "InputName_List": [], + "OutputName": "\u6db2\u6001\u91d1\u5c5e\u6837\u54c1", + "chatLog": [], + "inputObject_Record": [], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u9009\u62e9\u6807\u51c6\u548c\u5236\u5907\u65b9\u6cd5\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u9700\u6c42\u3002", + "ID": "Action1", + "ImportantInput": [], + "Action_Result": "\u4f5c\u4e3a\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\uff0c\u4e3a\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7eaf\u51c0\u4e14\u7b26\u5408\u5b9e\u9a8c\u9700\u6c42\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u9009\u62e9\u6807\u51c6\u548c\u5236\u5907\u65b9\u6cd5\uff1a\n\n\u4e00\u3001\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u9009\u62e9\u6807\u51c6 \n1. \u7eaf\u5ea6\u8981\u6c42\uff1a \n - \u7eaf\u5ea6\u226599.99%\uff0c\u4ee5\u51cf\u5c11\u6742\u8d28\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u7684\u5e72\u6270\u3002 \n - \u6742\u8d28\u5143\u7d20\u79cd\u7c7b\u53ca\u542b\u91cf\u9700\u660e\u786e\uff0c\u907f\u514d\u5f15\u5165\u4e0d\u786e\u5b9a\u56e0\u7d20\u3002 \n2. \u70ed\u7a33\u5b9a\u6027\uff1a \n - \u9009\u7528\u5728\u5b9e\u9a8c\u6e29\u5ea6\u8303\u56f4\u5185\u70ed\u7a33\u5b9a\u4e14\u4e0d\u6613\u6325\u53d1\u7684\u91d1\u5c5e\u3002 \n - \u7194\u70b9\u9002\u4e2d\uff0c\u65b9\u4fbf\u52a0\u70ed\u81f3\u6db2\u6001\u4e14\u4e0d\u635f\u574f\u5b9e\u9a8c\u8bbe\u5907\u3002 \n3. \u5316\u5b66\u60f0\u6027\uff1a \n - \u4e0e\u5bb9\u5668\u6750\u6599\u53ca\u5b9e\u9a8c\u73af\u5883\u6c14\u6c1b\uff08\u5982\u60f0\u6027\u6c14\u4f53\u6216\u771f\u7a7a\uff09\u5316\u5b66\u53cd\u5e94\u5c0f\uff0c\u907f\u514d\u6837\u54c1\u6210\u5206\u53d8\u5316\u3002 \n4. \u53ef\u83b7\u5f97\u6027\u4e0e\u5b89\u5168\u6027\uff1a \n - \u6837\u54c1\u6613\u91c7\u8d2d\u4e14\u5b89\u5168\u53ef\u63a7\uff0c\u907f\u514d\u6709\u6bd2\u6216\u6781\u6613\u6325\u53d1\u7684\u91d1\u5c5e\u3002\n\n\u4e8c\u3001\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u5236\u5907\u65b9\u6cd5 \n1. \u539f\u6599\u51c6\u5907\uff1a \n - \u91c7\u8d2d\u9ad8\u7eaf\u5ea6\u91d1\u5c5e\u5757\u6216\u91d1\u5c5e\u9897\u7c92\u3002 \n - \u5bf9\u539f\u6599\u8fdb\u884c\u9884\u5904\u7406\uff0c\u5982\u673a\u68b0\u6e05\u6d01\u3001\u9178\u6d17\u53bb\u9664\u8868\u9762\u6c27\u5316\u5c42\u3002 \n2. \u6837\u54c1\u7194\u70bc\uff1a \n - \u4f7f\u7528\u9ad8\u7eaf\u5ea6\u60f0\u6027\u6c14\u4f53\uff08\u5982\u6c29\u6c14\uff09\u4fdd\u62a4\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u3002 \n - \u91c7\u7528\u7535\u963b\u7089\u6216\u611f\u5e94\u52a0\u70ed\u7089\u52a0\u70ed\u81f3\u91d1\u5c5e\u5b8c\u5168\u7194\u5316\u3002 \n3. \u6742\u8d28\u53bb\u9664\uff1a \n - \u7194\u70bc\u8fc7\u7a0b\u4e2d\u901a\u8fc7\u503e\u6790\u6216\u4f7f\u7528\u52a9\u7194\u5242\u53bb\u9664\u5939\u6742\u7269\u548c\u6c27\u5316\u7269\u3002 \n - \u8fdb\u884c\u591a\u6b21\u7194\u70bc\u5faa\u73af\uff0c\u63d0\u5347\u7eaf\u5ea6\u3002 \n4. \u6837\u54c1\u5c01\u88c5\u4e0e\u4fdd\u5b58\uff1a \n - \u7194\u70bc\u540e\u5c06\u6db2\u6001\u91d1\u5c5e\u8f6c\u79fb\u81f3\u60f0\u6027\u6750\u6599\u5236\u6210\u7684\u5bb9\u5668\uff08\u5982\u77f3\u82f1\u5769\u57da\u3001\u9676\u74f7\u5bb9\u5668\uff09\u4e2d\u5bc6\u5c01\u3002 \n - \u6837\u54c1\u4fdd\u5b58\u4e8e\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6c61\u67d3\u3002 \n\n\u901a\u8fc7\u4ee5\u4e0a\u6807\u51c6\u548c\u5236\u5907\u65b9\u6cd5\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7eaf\u51c0\u3001\u7ed3\u6784\u5747\u4e00\uff0c\u6ee1\u8db3\u540e\u7eed\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u7684\u5b9e\u9a8c\u9700\u6c42\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u5236\u5b9a\u5177\u4f53\u7684\u5b9e\u9a8c\u64cd\u4f5c\u6d41\u7a0b\u548c\u8bbe\u5907\u53c2\u6570\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ID": "Action2", + "ImportantInput": [], + "Action_Result": "\u6839\u636e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u63d0\u51fa\u5982\u4e0b\u7406\u8bba\u5efa\u6a21\u65b9\u6848\uff1a\n\n\u4e00\u3001\u5efa\u6a21\u76ee\u6807 \n\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u548c\u538b\u529b\u4e0b\u7684\u70ed\u529b\u5b66\u51fd\u6570\u8868\u8fbe\u5f0f\uff0c\u80fd\u591f\u51c6\u786e\u63cf\u8ff0\u5176\u81ea\u7531\u80fd\uff08Gibbs\u81ea\u7531\u80fdG\u6216Helmholtz\u81ea\u7531\u80fdF\uff09\u3001\u7113H\u3001\u71b5S\u548c\u6bd4\u70edCp\u7b49\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u53ca\u7269\u7406\u673a\u5236\u3002\n\n\u4e8c\u3001\u7406\u8bba\u6846\u67b6 \n1. \u81ea\u7531\u80fd\u6a21\u578b \n- \u91c7\u7528\u5206\u79bb\u5f0f\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u5c06\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u5206\u89e3\u4e3a\uff1a \n \\[\n F(T,V) = F_{\\text{\u7535\u5b50}}(T,V) + F_{\\text{\u79bb\u5b50}}(T,V) + F_{\\text{\u76f8\u4e92\u4f5c\u7528}}(T,V)\n \\] \n \u5176\u4e2d\uff0c \n - \\(F_{\\text{\u7535\u5b50}}\\)\u7531\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u8d39\u7c73-\u72c4\u62c9\u514b\u5206\u5e03\u8ba1\u7b97\u5f97\u5230\uff0c\u8003\u8651\u7535\u5b50\u6fc0\u53d1\u8d21\u732e\u3002 \n - \\(F_{\\text{\u79bb\u5b50}}\\)\u91c7\u7528\u7ecf\u5178\u7edf\u8ba1\u529b\u5b66\u5904\u7406\uff0c\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u7684\u79bb\u5b50\u70ed\u8fd0\u52a8\u6a21\u578b\uff08\u5982\u7b80\u5316\u7684\u786c\u7403\u6a21\u578b\u6216\u6709\u6548\u52bf\u6a21\u578b\uff09\u3002 \n - \\(F_{\\text{\u76f8\u4e92\u4f5c\u7528}}\\)\u8003\u8651\u7535\u5b50-\u79bb\u5b50\u548c\u79bb\u5b50-\u79bb\u5b50\u95f4\u7684\u6709\u6548\u76f8\u4e92\u4f5c\u7528\uff0c\u901a\u8fc7\u52bf\u51fd\u6570\u6216\u7ecf\u9a8c\u52bf\u63cf\u8ff0\u3002\n\n2. \u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97 \n- \u5229\u7528\u7535\u5b50\u6001\u5bc6\u5ea6\u51fd\u6570\uff08DOS\uff09\u548c\u8d39\u7c73\u80fd\u7ea7\uff0c\u901a\u8fc7\u79ef\u5206\u8ba1\u7b97\u7535\u5b50\u7684\u5185\u80fd\u548c\u71b5\u8d21\u732e\uff1a \n \\[\n F_{\\text{\u7535\u5b50}} = U_{\\text{\u7535\u5b50}} - T S_{\\text{\u7535\u5b50}}\n \\] \n- DOS\u53ef\u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u6216\u7ecf\u9a8c\u6a21\u578b\u83b7\u5f97\u3002\n\n3. \u79bb\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97 \n- \u79bb\u5b50\u90e8\u5206\u53ef\u91c7\u7528\u7ecf\u5178\u7edf\u8ba1\u529b\u5b66\u4e2d\u7684\u6db2\u4f53\u7ed3\u6784\u56e0\u5b50\u548c\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff08RDF\uff09\u63cf\u8ff0\u79bb\u5b50\u95f4\u7ed3\u6784\u3002 \n- \u91c7\u7528\u6709\u6548\u52bf\uff08\u5982\u5d4c\u5165\u539f\u5b50\u6cd5EAM\u52bf\u6216\u8f6f\u7403\u52bf\uff09\u6a21\u62df\u79bb\u5b50\u76f8\u4e92\u4f5c\u7528\u3002 \n- \u901a\u8fc7\u914d\u5206\u51fd\u6570\u79ef\u5206\u5f97\u5230\u79bb\u5b50\u81ea\u7531\u80fd\u3002\n\n4. \u71b5\u548c\u7113\u7684\u8ba1\u7b97 \n- \u71b5\u7531\u81ea\u7531\u80fd\u5bf9\u6e29\u5ea6\u7684\u8d1f\u5bfc\u6570\u7ed9\u51fa\uff1a \n \\[\n S = -\\left(\\frac{\\partial F}{\\partial T}\\right)_V\n \\] \n- \u7113\u7531\u81ea\u7531\u80fd\u548c\u71b5\u5173\u7cfb\u8ba1\u7b97\uff1a \n \\[\n H = F + T S + P V\n \\] \n- \u5176\u4e2d\u538b\u529bP\u548c\u4f53\u79efV\u53ef\u901a\u8fc7\u72b6\u6001\u65b9\u7a0b\u786e\u5b9a\u3002\n\n5. \u6bd4\u70ed\u8ba1\u7b97 \n- \u6bd4\u70ed\u5bb9\u5728\u6052\u538b\u6761\u4ef6\u4e0b\u4e3a\uff1a \n \\[\n C_p = \\left(\\frac{\\partial H}{\\partial T}\\right)_P\n \\] \n- \u901a\u8fc7\u5bf9\u7113\u968f\u6e29\u5ea6\u7684\u5bfc\u6570\u8ba1\u7b97\u5f97\u5230\u3002\n\n\u4e09\u3001\u6a21\u578b\u53c2\u6570\u786e\u5b9a\u4e0e\u9a8c\u8bc1 \n- \u5229\u7528\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7194\u70b9\u3001\u5bc6\u5ea6\u3001\u70ed\u5bb9\u7b49\u6570\u636e\u6821\u6b63\u6a21\u578b\u53c2\u6570\u3002 \n- \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u6216\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7ed3\u679c\u8f85\u52a9\u9a8c\u8bc1\u548c\u4f18\u5316\u6a21\u578b\u3002 \n- \u901a\u8fc7\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u8c03\u6574\u6709\u6548\u52bf\u51fd\u6570\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\uff0c\u4fdd\u8bc1\u70ed\u529b\u5b66\u51fd\u6570\u7684\u51c6\u786e\u6027\u3002\n\n\u56db\u3001\u6269\u5c55\u4e0e\u5e94\u7528 \n- \u8be5\u6a21\u578b\u53ef\u8fdb\u4e00\u6b65\u6269\u5c55\u81f3\u5408\u91d1\u4f53\u7cfb\uff0c\u8003\u8651\u7ec4\u5206\u95f4\u7684\u6df7\u5408\u71b5\u548c\u76f8\u4e92\u4f5c\u7528\u3002 \n- \u53ef\u7528\u4e8e\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u5de5\u4e1a\u5e94\u7528\u3002\n\n\u603b\u7ed3\uff1a \n\u57fa\u4e8e\u7535\u5b50\u548c\u79bb\u5b50\u81ea\u7531\u80fd\u5206\u79bb\u7684\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0c\u7ed3\u5408\u6709\u6548\u52bf\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u8ba1\u7b97\uff0c\u6784\u5efa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\u3002\u901a\u8fc7\u8be5\u6a21\u578b\u53ef\u7cfb\u7edf\u5206\u6790\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u53ca\u6bd4\u70ed\u7684\u7269\u7406\u673a\u5236\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\uff0c\u4e3a\u5b9e\u9a8c\u6d4b\u91cf\u548c\u8ba1\u7b97\u6a21\u62df\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\u3002", + "ID": "Action3", + "ImportantInput": [], + "Action_Result": "\u9488\u5bf9\u5f53\u524d\u4efb\u52a1\u201c\u9009\u62e9\u5e76\u51c6\u5907\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u201d\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u8f93\u5165\uff0c\u4f5c\u4e3a\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5177\u4f53\u65b9\u6cd5\u548c\u6d41\u7a0b\uff1a\n\n\u4e00\u3001\u603b\u4f53\u601d\u8def \n\u901a\u8fc7\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff08\u5982\u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bbaDFT\uff09\u76f8\u7ed3\u5408\uff0c\u6784\u5efa\u6db2\u6001\u91d1\u5c5e\u7684\u539f\u5b50\u7ea7\u6a21\u578b\uff0c\u8ba1\u7b97\u5176\u70ed\u529b\u5b66\u51fd\u6570\uff08\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\uff09\uff0c\u5e76\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u516c\u5f0f\u63d0\u53d6\u6e29\u5ea6\u548c\u538b\u529b\u4f9d\u8d56\u7684\u70ed\u529b\u5b66\u53c2\u6570\u3002\n\n\u4e8c\u3001\u5177\u4f53\u65b9\u6cd5\u4e0e\u6d41\u7a0b\n\n1. \u6a21\u578b\u6784\u5efa \n- \u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u7eaf\u51c0\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u6210\u5206\u548c\u7ed3\u6784\u53c2\u6570\uff0c\u5efa\u7acb\u521d\u59cb\u539f\u5b50\u6a21\u578b\u3002 \n- \u5bf9\u4e8e\u5355\u8d28\u6db2\u6001\u91d1\u5c5e\uff0c\u6784\u5efa\u5305\u542b\u6570\u5343\u81f3\u6570\u4e07\u4e2a\u539f\u5b50\u7684\u4e09\u7ef4\u5468\u671f\u6027\u6a21\u62df\u76d2\u3002 \n- \u5bf9\u4e8e\u5408\u91d1\u4f53\u7cfb\uff0c\u6309\u7ec4\u5206\u6bd4\u4f8b\u914d\u7f6e\u4e0d\u540c\u5143\u7d20\u539f\u5b50\u3002 \n\n2. \u52bf\u51fd\u6570\u9009\u62e9\u4e0e\u53c2\u6570\u5316 \n- \u9009\u62e9\u5408\u9002\u7684\u7ecf\u5178\u52bf\u51fd\u6570\uff0c\u5982\u5d4c\u5165\u539f\u5b50\u6cd5\uff08EAM\uff09\u3001\u7d27\u675f\u7f1a\u52bf\u6216\u6539\u8fdb\u7684\u8f6f\u7403\u52bf\uff0c\u63cf\u8ff0\u79bb\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u3002 \n- \u52bf\u51fd\u6570\u53c2\u6570\u53ef\u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7ed3\u679c\u6216\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u62df\u5408\u548c\u6821\u6b63\u3002 \n\n3. \u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df \n- \u5728NPT\uff08\u6052\u538b\u6052\u6e29\uff09\u6216NVT\uff08\u6052\u4f53\u79ef\u6052\u6e29\uff09\u4f53\u7cfb\u4e0b\uff0c\u901a\u8fc7MD\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u5728\u76ee\u6807\u6e29\u5ea6\u8303\u56f4\u5185\u7684\u539f\u5b50\u8fd0\u52a8\u3002 \n- \u91c7\u7528Nos\u00e9-Hoover\u6216Langevin\u6052\u6e29\u5668\u63a7\u5236\u6e29\u5ea6\uff0cBarostat\u63a7\u5236\u538b\u529b\u3002 \n- \u6a21\u62df\u65f6\u95f4\u5e94\u8db3\u591f\u957f\uff08\u6570\u5341\u81f3\u6570\u767e\u7eb3\u79d2\uff09\u4ee5\u4fdd\u8bc1\u7cfb\u7edf\u8fbe\u5230\u70ed\u529b\u5b66\u5e73\u8861\u3002 \n\n4. \u8ba1\u7b97\u70ed\u529b\u5b66\u91cf \n- \u4eceMD\u8f68\u8ff9\u4e2d\u7edf\u8ba1\u7cfb\u7edf\u7684\u80fd\u91cf\u3001\u538b\u529b\u3001\u4f53\u79ef\u7b49\u5b8f\u89c2\u91cf\u3002 \n- \u5229\u7528\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u70ed\u529b\u5b66\u79ef\u5206\u3001\u81ea\u7531\u80fd\u6270\u52a8\u6cd5\uff09\u8ba1\u7b97\u81ea\u7531\u80fd\u5dee\u3002 \n- \u901a\u8fc7\u6e29\u5ea6\u5fae\u5206\u8ba1\u7b97\u71b5\u548c\u6bd4\u70ed\uff1a \n \\[\n S = -\\left(\\frac{\\partial F}{\\partial T}\\right)_V, \\quad C_p = \\left(\\frac{\\partial H}{\\partial T}\\right)_P\n \\] \n- \u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u516c\u5f0f\uff0c\u8ba1\u7b97\u79bb\u5b50\u81ea\u7531\u80fd\u548c\u71b5\u8d21\u732e\u3002 \n\n5. \u7b2c\u4e00\u6027\u539f\u7406\u8f85\u52a9\u8ba1\u7b97 \n- \u5229\u7528DFT\u8ba1\u7b97\u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\u548c\u8d39\u7c73\u80fd\u7ea7\uff0c\u83b7\u5f97\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\u3002 \n- \u8ba1\u7b97\u4e0d\u540c\u4f53\u79ef\u548c\u6e29\u5ea6\u4e0b\u7684\u7535\u5b50\u80fd\u91cf\u548c\u71b5\uff0c\u8865\u5145MD\u6a21\u62df\u7684\u79bb\u5b50\u8d21\u732e\u3002 \n\n6. \u6a21\u578b\u9a8c\u8bc1\u4e0e\u53c2\u6570\u4f18\u5316 \n- \u5c06\u8ba1\u7b97\u5f97\u5230\u7684\u70ed\u529b\u5b66\u53c2\u6570\u4e0e\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u7194\u70b9\u3001\u5bc6\u5ea6\u3001\u70ed\u5bb9\uff09\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\u3002 \n- \u6839\u636e\u504f\u5dee\u8c03\u6574\u52bf\u51fd\u6570\u53c2\u6570\u548c\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u8fed\u4ee3\u4f18\u5316\u3002 \n\n7. \u6269\u5c55\u5e94\u7528 \n- \u5229\u7528\u4f18\u5316\u540e\u7684\u6a21\u578b\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u6761\u4ef6\u4e0b\u7684\u70ed\u529b\u5b66\u6027\u8d28\u3002 \n- \u7814\u7a76\u5408\u91d1\u4f53\u7cfb\u7684\u6df7\u5408\u71b5\u548c\u76f8\u4e92\u4f5c\u7528\u5f71\u54cd\u3002 \n\n\u4e09\u3001\u5173\u952e\u6280\u672f\u70b9 \n- \u9ad8\u8d28\u91cf\u52bf\u51fd\u6570\u7684\u5f00\u53d1\u548c\u53c2\u6570\u62df\u5408\u3002 \n- \u957f\u65f6\u95f4\u5c3a\u5ea6\u7684MD\u6a21\u62df\u4fdd\u8bc1\u7edf\u8ba1\u6536\u655b\u3002 \n- \u7535\u5b50\u81ea\u7531\u80fd\u7684\u51c6\u786e\u8ba1\u7b97\u4e0e\u79bb\u5b50\u81ea\u7531\u80fd\u7684\u6709\u6548\u8026\u5408\u3002 \n- \u70ed\u529b\u5b66\u79ef\u5206\u548c\u5fae\u5206\u6280\u672f\u7684\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n\n\u56db\u3001\u8f6f\u786c\u4ef6\u9700\u6c42 \n- \u9700\u8981\u9ad8\u6027\u80fd\u8ba1\u7b97\u96c6\u7fa4\u652f\u6301\u5927\u89c4\u6a21MD\u548cDFT\u8ba1\u7b97\u3002 \n- \u4f7f\u7528\u6210\u719f\u7684MD\u8f6f\u4ef6\uff08\u5982LAMMPS\u3001GROMACS\uff09\u548cDFT\u8f6f\u4ef6\uff08\u5982VASP\u3001Quantum ESPRESSO\uff09\u3002 \n- \u5f00\u53d1\u5b9a\u5236\u7684\u811a\u672c\u548c\u7a0b\u5e8f\u5b9e\u73b0\u70ed\u529b\u5b66\u79ef\u5206\u548c\u6570\u636e\u5206\u6790\u3002 \n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u4e0a\u8ff0\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6d41\u7a0b\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u51c6\u786e\u5730\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7406\u8bba\u5206\u6790\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6df1\u5165\u7406\u89e3\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u8ba1\u7b97\u652f\u6301\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u8ba1\u7b97\u65b9\u6848\u548c\u53c2\u6570\u8bbe\u7f6e\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u5728\u5b9e\u9645\u6837\u54c1\u5236\u5907\u548c\u53c2\u6570\u83b7\u53d6\u4e2d\u7684\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u65b9\u6848\uff0c\u6211\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. \u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u57fa\u4e8e\u5206\u79bb\u7535\u5b50\u548c\u79bb\u5b50\u81ea\u7531\u80fd\u7684\u7edf\u8ba1\u529b\u5b66\u6846\u67b6\uff0c\u7269\u7406\u673a\u5236\u6e05\u6670\uff0c\u9002\u5408\u6307\u5bfc\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u4e0e\u89e3\u6790\uff0c\u7406\u8bba\u51c6\u786e\u6027\u8f83\u9ad8\uff0c\u4f46\u9700\u8981\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u652f\u6491\u53c2\u6570\u6821\u6b63\uff0c\u5426\u5219\u6a21\u578b\u9884\u6d4b\u53ef\u80fd\u5b58\u5728\u504f\u5dee\u3002\n\n2. \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7ed3\u5408MD\u548cDFT\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\uff0c\u80fd\u591f\u4ece\u539f\u5b50\u5c42\u9762\u6355\u6349\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u6570\u503c\u65b9\u6cd5\u6210\u719f\u4e14\u7ec6\u8282\u5145\u5206\uff0c\u9002\u5408\u8865\u5145\u5b9e\u9a8c\u6d4b\u91cf\uff0c\u5c24\u5176\u5728\u7eaf\u5ea6\u548c\u7ed3\u6784\u5747\u4e00\u7684\u6837\u54c1\u6761\u4ef6\u4e0b\uff0c\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u8f83\u5f3a\u3002\n\n\u603b\u4f53\u770b\uff0c\u4e24\u65b9\u6848\u4e92\u4e3a\u8865\u5145\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u9ad8\u7eaf\u6837\u54c1\u5236\u5907\u4fdd\u969c\uff0c\u80fd\u6709\u6548\u83b7\u53d6\u51c6\u786e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5177\u6709\u8f83\u9ad8\u7684\u5b9e\u9645\u53ef\u884c\u6027\u548c\u79d1\u5b66\u4ef7\u503c\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6a21\u578b\u4ee5\u66f4\u597d\u5730\u9002\u914d\u5b9e\u9645\u6837\u54c1\u7279\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u7406\u8bba\u6a21\u578b\u9700\u8981\u66f4\u597d\u5730\u7ed3\u5408\u5b9e\u9645\u6837\u54c1\u7684\u7eaf\u5ea6\u548c\u7ed3\u6784\u5747\u4e00\u6027\u7279\u5f81\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5b9e\u9a8c\u6570\u636e\u7684\u9002\u5e94\u6027\u548c\u53c2\u6570\u6821\u6b63\u7684\u5408\u7406\u6027\u3002\u4e0b\u9762\u662f\u4f18\u5316\u540e\u7684\u7406\u8bba\u6a21\u578b\u65b9\u6848\uff0c\u91cd\u70b9\u4f53\u73b0\u5728\u53c2\u6570\u786e\u5b9a\u7684\u7ec6\u5316\u3001\u6742\u8d28\u53ca\u7ed3\u6784\u7f3a\u9677\u5f71\u54cd\u7684\u8003\u8651\uff0c\u4ee5\u53ca\u4e0e\u5b9e\u9a8c\u6837\u54c1\u5236\u5907\u6761\u4ef6\u7684\u7d27\u5bc6\u7ed3\u5408\u3002\n\n## Improved version of \u7269\u7406\u5b66\u5bb6\u7406\u8bba\u5efa\u6a21\u65b9\u6848\n\n\u4e00\u3001\u5efa\u6a21\u76ee\u6807 \n\u5efa\u7acb\u9002\u7528\u4e8e\u9ad8\u7eaf\u5ea6\u3001\u7ed3\u6784\u5747\u4e00\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u70ed\u529b\u5b66\u51fd\u6570\u8868\u8fbe\u5f0f\uff0c\u51c6\u786e\u63cf\u8ff0\u81ea\u7531\u80fd\u3001\u7113\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u6027\u53ca\u7269\u7406\u673a\u5236\uff0c\u540c\u65f6\u8003\u8651\u5b9e\u9645\u6837\u54c1\u53ef\u80fd\u5b58\u5728\u7684\u5fae\u91cf\u6742\u8d28\u548c\u7ed3\u6784\u7f3a\u9677\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u4fee\u6b63\u3002\n\n\u4e8c\u3001\u7406\u8bba\u6846\u67b6 \n1. \u81ea\u7531\u80fd\u6a21\u578b \n- \u7ee7\u7eed\u91c7\u7528\u5206\u79bb\u5f0f\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u5206\u89e3\u4e3a\u7535\u5b50\u3001\u79bb\u5b50\u548c\u76f8\u4e92\u4f5c\u7528\u90e8\u5206\uff1a \n \\[\n F(T,V) = F_{\\text{\u7535\u5b50}}(T,V) + F_{\\text{\u79bb\u5b50}}(T,V) + F_{\\text{\u76f8\u4e92\u4f5c\u7528}}(T,V) + \\Delta F_{\\text{\u6742\u8d28}} + \\Delta F_{\\text{\u7f3a\u9677}}\n \\] \n- \u65b0\u589e\u9879 \\(\\Delta F_{\\text{\u6742\u8d28}}\\) \u548c \\(\\Delta F_{\\text{\u7f3a\u9677}}\\) \u7528\u4e8e\u63cf\u8ff0\u5fae\u91cf\u6742\u8d28\u548c\u7ed3\u6784\u7f3a\u9677\u5bf9\u81ea\u7531\u80fd\u7684\u8d21\u732e\uff0c\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u6742\u8d28\u542b\u91cf\u548c\u7f3a\u9677\u7c7b\u578b\u8fdb\u884c\u5b9a\u91cf\u4fee\u6b63\u3002\n\n2. \u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97 \n- \u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\u548c\u8d39\u7c73\u80fd\u7ea7\u91c7\u7528\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7ed3\u5408\u5b9e\u9a8c\u6821\u6b63\u6570\u636e\uff0c\u786e\u4fdd\u7535\u5b50\u6fc0\u53d1\u8d21\u732e\u7684\u51c6\u786e\u6027\u3002 \n- \u5bf9\u6837\u54c1\u4e2d\u6742\u8d28\u5143\u7d20\u5f15\u5165\u7684\u7535\u5b50\u6001\u5c40\u57df\u53d8\u5316\u8fdb\u884c\u4fee\u6b63\uff0c\u907f\u514d\u7b80\u5355\u7406\u60f3\u6a21\u578b\u7684\u504f\u5dee\u3002\n\n3. \u79bb\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97 \n- \u79bb\u5b50\u90e8\u5206\u57fa\u4e8e\u7ecf\u5178\u7edf\u8ba1\u529b\u5b66\uff0c\u91c7\u7528\u6709\u6548\u52bf\u6a21\u578b\uff08\u5982EAM\u52bf\uff09\u63cf\u8ff0\u79bb\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5f97\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff08RDF\uff09\u548c\u7ed3\u6784\u56e0\u5b50\u6570\u636e\uff0c\u8c03\u6574\u52bf\u51fd\u6570\u53c2\u6570\u4ee5\u53cd\u6620\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u6027\u3002 \n- \u8003\u8651\u7531\u4e8e\u6742\u8d28\u548c\u7f3a\u9677\u5f15\u8d77\u7684\u5c40\u90e8\u7ed3\u6784\u6270\u52a8\u5bf9\u79bb\u5b50\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002\n\n4. \u71b5\u548c\u7113\u7684\u8ba1\u7b97 \n- \u71b5\u901a\u8fc7\u81ea\u7531\u80fd\u5bf9\u6e29\u5ea6\u7684\u8d1f\u5bfc\u6570\u8ba1\u7b97\uff0c\u7113\u7531\u81ea\u7531\u80fd\u548c\u71b5\u5173\u7cfb\u5f97\u5230\uff1a \n \\[\n S = -\\left(\\frac{\\partial F}{\\partial T}\\right)_V, \\quad H = F + T S + P V\n \\] \n- \u5f15\u5165\u6742\u8d28\u548c\u7f3a\u9677\u5bf9\u71b5\u548c\u7113\u7684\u4fee\u6b63\u9879\uff0c\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u6837\u54c1\u7eaf\u5ea6\u548c\u7ed3\u6784\u4fe1\u606f\u8fdb\u884c\u53c2\u6570\u5316\u3002\n\n5. \u6bd4\u70ed\u8ba1\u7b97 \n- \u6bd4\u70ed\u901a\u8fc7\u7113\u5bf9\u6e29\u5ea6\u7684\u5bfc\u6570\u8ba1\u7b97\uff1a \n \\[\n C_p = \\left(\\frac{\\partial H}{\\partial T}\\right)_P\n \\] \n- \u8003\u8651\u6742\u8d28\u548c\u7f3a\u9677\u5bf9\u6bd4\u70ed\u7684\u5fae\u5c0f\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5728\u76f8\u53d8\u9644\u8fd1\u7684\u5f02\u5e38\u884c\u4e3a\u3002\n\n\u4e09\u3001\u6a21\u578b\u53c2\u6570\u786e\u5b9a\u4e0e\u6821\u6b63 \n- \u5145\u5206\u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7eaf\u5ea6\u6837\u54c1\u7684\u7194\u70b9\u3001\u5bc6\u5ea6\u3001\u70ed\u5bb9\u7b49\u7cbe\u51c6\u6570\u636e\u8fdb\u884c\u53c2\u6570\u6821\u6b63\u3002 \n- \u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684MD\u548cDFT\u8ba1\u7b97\u7ed3\u679c\uff0c\u5229\u7528\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\u3002 \n- \u5bf9\u6742\u8d28\u542b\u91cf\u548c\u7f3a\u9677\u5bc6\u5ea6\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u5176\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u8303\u56f4\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u7684\u7a33\u5065\u6027\u3002\n\n\u56db\u3001\u6269\u5c55\u4e0e\u5e94\u7528 \n- \u6a21\u578b\u53ef\u6269\u5c55\u81f3\u542b\u6742\u8d28\u548c\u7f3a\u9677\u7684\u5b9e\u9645\u6db2\u6001\u91d1\u5c5e\u4f53\u7cfb\uff0c\u6307\u5bfc\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u9488\u5bf9\u4e0d\u540c\u7eaf\u5ea6\u548c\u7ed3\u6784\u6761\u4ef6\u4f18\u5316\u6837\u54c1\u5236\u5907\u3002 \n- \u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u6742\u8d28\u6c34\u5e73\u4e0b\u7684\u70ed\u529b\u5b66\u6027\u8d28\uff0c\u8f85\u52a9\u5de5\u4e1a\u5e94\u7528\u4e2d\u6750\u6599\u6027\u80fd\u7684\u63a7\u5236\u3002\n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u5f15\u5165\u5fae\u91cf\u6742\u8d28\u548c\u7ed3\u6784\u7f3a\u9677\u7684\u81ea\u7531\u80fd\u4fee\u6b63\u9879\uff0c\u5e76\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7eaf\u5ea6\u3001\u7ed3\u6784\u5747\u4e00\u6837\u54c1\u6570\u636e\uff0c\u4f18\u5316\u7535\u5b50\u548c\u79bb\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u53c2\u6570\uff0c\u6784\u5efa\u66f4\u52a0\u8d34\u5408\u5b9e\u9645\u6837\u54c1\u7279\u6027\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7406\u8bba\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u673a\u5236\u89e3\u91ca\u80fd\u529b\uff0c\u4e5f\u80fd\u6709\u6548\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\n\n---\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u534f\u52a9\u7ec6\u5316\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u53ca\u53c2\u6570\u62df\u5408\u6d41\u7a0b\uff0c\u786e\u4fdd\u7406\u8bba\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u9ad8\u6548\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u7406\u8bba\u6a21\u578b\u65b9\u6848\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7eaf\u5ea6\u6837\u54c1\u5236\u5907\u6761\u4ef6\uff0c\u6211\u5c06\u8c03\u6574\u8ba1\u7b97\u6a21\u62df\u4e2d\u7684\u5177\u4f53\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u5177\u4f53\u6539\u8fdb\u63aa\u65bd\u5982\u4e0b\uff1a\n\n1. \u52bf\u51fd\u6570\u53c2\u6570\u8c03\u6574 \n- \u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u6837\u54c1\u7eaf\u5ea6\u548c\u7ed3\u6784\u5747\u4e00\u6027\u6570\u636e\uff0c\u7ec6\u5316\u5d4c\u5165\u539f\u5b50\u6cd5\uff08EAM\uff09\u52bf\u51fd\u6570\u7684\u53c2\u6570\u62df\u5408\uff0c\u91cd\u70b9\u6821\u6b63\u79bb\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u4e2d\u53d7\u6742\u8d28\u548c\u7f3a\u9677\u5f71\u54cd\u7684\u5c40\u90e8\u7ed3\u6784\u6270\u52a8\u3002 \n- \u91c7\u7528\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u7ed3\u679c\uff0c\u7ed3\u5408\u7535\u5b50\u6001\u5bc6\u5ea6\u53d8\u5316\u5bf9\u52bf\u51fd\u6570\u53c2\u6570\u8fdb\u884c\u4fee\u6b63\uff0c\u786e\u4fdd\u7535\u5b50-\u79bb\u5b50\u8026\u5408\u6548\u5e94\u7684\u51c6\u786e\u53cd\u6620\u3002\n\n2. \u6742\u8d28\u548c\u7f3a\u9677\u7684\u6a21\u62df\u5f15\u5165 \n- \u5728\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u578b\u4e2d\u5f15\u5165\u5fae\u91cf\u6742\u8d28\u539f\u5b50\uff0c\u6309\u7167\u5b9e\u9a8c\u6d4b\u5b9a\u7684\u6742\u8d28\u542b\u91cf\u548c\u79cd\u7c7b\u968f\u673a\u5206\u5e03\u4e8e\u6a21\u62df\u76d2\u4e2d\uff0c\u6a21\u62df\u5176\u5bf9\u6db2\u6001\u91d1\u5c5e\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n- \u6a21\u62df\u4e2d\u52a0\u5165\u4ee3\u8868\u7ed3\u6784\u7f3a\u9677\uff08\u5982\u7a7a\u4f4d\u3001\u95f4\u9699\u539f\u5b50\u7b49\uff09\u7684\u7f3a\u9677\u6a21\u578b\uff0c\u8bc4\u4f30\u5176\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8d21\u732e\u3002\n\n3. \u6a21\u62df\u6761\u4ef6\u4f18\u5316 \n- \u5ef6\u957fMD\u6a21\u62df\u65f6\u95f4\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728\u5305\u542b\u6742\u8d28\u548c\u7f3a\u9677\u60c5\u51b5\u4e0b\u8fbe\u5230\u5145\u5206\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u4fdd\u8bc1\u7edf\u8ba1\u6570\u636e\u7684\u53ef\u9760\u6027\u3002 \n- \u91c7\u7528\u66f4\u7cbe\u7ec6\u7684\u6e29\u5ea6\u626b\u63cf\u6b65\u957f\uff0c\u7ec6\u81f4\u6355\u6349\u7194\u70b9\u9644\u8fd1\u53ca\u76f8\u53d8\u533a\u7684\u70ed\u529b\u5b66\u5f02\u5e38\u884c\u4e3a\u3002\n\n4. \u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97\u6539\u8fdb \n- \u5229\u7528DFT\u8ba1\u7b97\u4e0d\u540c\u6742\u8d28\u914d\u7f6e\u4e0b\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\uff0c\u4fee\u6b63\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\uff0c\u907f\u514d\u7406\u60f3\u7eaf\u91d1\u5c5e\u6a21\u578b\u5e26\u6765\u7684\u504f\u5dee\u3002 \n- \u7ed3\u5408\u6e29\u5ea6\u4f9d\u8d56\u7684\u7535\u5b50\u6fc0\u53d1\u6548\u5e94\uff0c\u5b8c\u5584\u7535\u5b50\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u51fd\u6570\u8868\u8fbe\u3002\n\n5. \u70ed\u529b\u5b66\u79ef\u5206\u4e0e\u6570\u636e\u5904\u7406 \n- \u91c7\u7528\u70ed\u529b\u5b66\u79ef\u5206\u65b9\u6cd5\u8ba1\u7b97\u81ea\u7531\u80fd\u5dee\u65f6\uff0c\u589e\u52a0\u5bf9\u6742\u8d28\u548c\u7f3a\u9677\u5f15\u5165\u7684\u80fd\u91cf\u6270\u52a8\u7684\u91c7\u6837\u9891\u7387\uff0c\u63d0\u9ad8\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u5bf9MD\u8f68\u8ff9\u6570\u636e\u8fdb\u884c\u591a\u91cd\u7edf\u8ba1\u5206\u6790\uff0c\u63d0\u53d6\u71b5\u548c\u6bd4\u70ed\u65f6\u5f15\u5165\u8bef\u5dee\u4f30\u8ba1\uff0c\u786e\u4fdd\u7ed3\u679c\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\n\n6. \u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408 \n- \u5c06MD\u6a21\u62df\u7ed3\u679c\u4e0eDFT\u8ba1\u7b97\u6570\u636e\u53ca\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u878d\u5408\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u8054\u5408\u62df\u5408\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u6cdb\u5316\u6027\u3002\n\n7. \u9a8c\u8bc1\u4e0e\u8fed\u4ee3\u4f18\u5316 \n- \u9488\u5bf9\u4e0d\u540c\u7eaf\u5ea6\u548c\u7f3a\u9677\u6c34\u5e73\u7684\u6837\u54c1\uff0c\u5f00\u5c55\u591a\u7ec4\u6a21\u62df\uff0c\u9a8c\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u654f\u611f\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5bf9\u6bd4\u7ed3\u679c\uff0c\u8fed\u4ee3\u8c03\u6574\u52bf\u51fd\u6570\u548c\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u53c2\u6570\uff0c\u9010\u6b65\u63d0\u5347\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u3002\n\n---\n\n## Improved version of \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\u8c03\u6574\u65b9\u6848\n```markdown\n\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u7406\u8bba\u6a21\u578b\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7eaf\u5ea6\u4e0e\u7ed3\u6784\u5747\u4e00\u6837\u54c1\u4fe1\u606f\uff0c\u8c03\u6574\u8ba1\u7b97\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u4ee5\u63d0\u9ad8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u5177\u4f53\u65b9\u6848\u5982\u4e0b\uff1a\n\n\u4e00\u3001\u52bf\u51fd\u6570\u53c2\u6570\u4f18\u5316 \n- \u57fa\u4e8e\u5b9e\u9a8c\u6837\u54c1\u7684\u7eaf\u5ea6\u548c\u7ed3\u6784\u5747\u4e00\u6027\u6570\u636e\uff0c\u9488\u5bf9\u5d4c\u5165\u539f\u5b50\u6cd5\uff08EAM\uff09\u52bf\u51fd\u6570\u8fdb\u884c\u7ec6\u81f4\u53c2\u6570\u62df\u5408\uff0c\u91cd\u70b9\u4fee\u6b63\u79bb\u5b50\u95f4\u6709\u6548\u76f8\u4e92\u4f5c\u7528\uff0c\u8003\u8651\u6742\u8d28\u548c\u7f3a\u9677\u5f15\u8d77\u7684\u5c40\u90e8\u7ed3\u6784\u6270\u52a8\u3002 \n- \u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u83b7\u5f97\u4e0d\u540c\u6742\u8d28\u914d\u7f6e\u4e0b\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff08DOS\uff09\u548c\u80fd\u91cf\uff0c\u7ed3\u5408\u7535\u5b50-\u79bb\u5b50\u8026\u5408\u6548\u5e94\uff0c\u4fee\u6b63\u52bf\u51fd\u6570\u53c2\u6570\uff0c\u786e\u4fdd\u52bf\u51fd\u6570\u51c6\u786e\u53cd\u6620\u7535\u5b50\u81ea\u7531\u80fd\u7684\u53d8\u5316\u3002\n\n\u4e8c\u3001\u6742\u8d28\u548c\u7f3a\u9677\u7684\u6a21\u62df\u5f15\u5165 \n- \u5728MD\u6a21\u62df\u4e2d\u5f15\u5165\u5fae\u91cf\u6742\u8d28\u539f\u5b50\uff0c\u6309\u7167\u5b9e\u9a8c\u6d4b\u5b9a\u7684\u542b\u91cf\u548c\u79cd\u7c7b\u968f\u673a\u5206\u5e03\uff0c\u6a21\u62df\u5176\u5bf9\u6db2\u6001\u91d1\u5c5e\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u7684\u5f71\u54cd\u3002 \n- \u6784\u5efa\u4ee3\u8868\u7ed3\u6784\u7f3a\u9677\u7684\u6a21\u578b\uff08\u5982\u7a7a\u4f4d\u3001\u95f4\u9699\u539f\u5b50\uff09\uff0c\u8bc4\u4f30\u7f3a\u9677\u5bf9\u5c40\u90e8\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8d21\u732e\u3002\n\n\u4e09\u3001\u6a21\u62df\u6761\u4ef6\u4e0e\u6570\u636e\u91c7\u96c6\u4f18\u5316 \n- \u5ef6\u957fMD\u6a21\u62df\u65f6\u95f4\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728\u5305\u542b\u6742\u8d28\u548c\u7f3a\u9677\u60c5\u51b5\u4e0b\u8fbe\u5230\u5145\u5206\u70ed\u529b\u5b66\u5e73\u8861\uff0c\u4fdd\u8bc1\u7edf\u8ba1\u6570\u636e\u7684\u53ef\u9760\u6027\u3002 \n- \u91c7\u7528\u66f4\u7ec6\u81f4\u7684\u6e29\u5ea6\u6b65\u957f\uff0c\u7279\u522b\u662f\u5728\u7194\u70b9\u53ca\u76f8\u53d8\u533a\uff0c\u6355\u6349\u70ed\u529b\u5b66\u5f02\u5e38\u884c\u4e3a\u3002 \n- \u4f7f\u7528Nos\u00e9-Hoover\u6052\u6e29\u5668\u548cBarostat\u7cbe\u786e\u63a7\u5236\u6e29\u5ea6\u548c\u538b\u529b\uff0c\u4fdd\u8bc1\u6a21\u62df\u6761\u4ef6\u4e0e\u5b9e\u9a8c\u73af\u5883\u4e00\u81f4\u3002\n\n\u56db\u3001\u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97\u6539\u8fdb \n- \u91c7\u7528DFT\u8ba1\u7b97\u4e0d\u540c\u6742\u8d28\u548c\u7f3a\u9677\u914d\u7f6e\u4e0b\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u51c6\u786e\u8ba1\u7b97\u7535\u5b50\u81ea\u7531\u80fd\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u6027\uff0c\u907f\u514d\u7406\u60f3\u7eaf\u91d1\u5c5e\u6a21\u578b\u7684\u504f\u5dee\u3002 \n- \u8003\u8651\u6e29\u5ea6\u5bf9\u7535\u5b50\u6fc0\u53d1\u7684\u5f71\u54cd\uff0c\u5b8c\u5584\u7535\u5b50\u81ea\u7531\u80fd\u7684\u6e29\u5ea6\u51fd\u6570\u8868\u8fbe\u3002\n\n\u4e94\u3001\u70ed\u529b\u5b66\u79ef\u5206\u4e0e\u8bef\u5dee\u63a7\u5236 \n- \u5728\u70ed\u529b\u5b66\u79ef\u5206\u8fc7\u7a0b\u4e2d\u589e\u52a0\u5bf9\u6742\u8d28\u548c\u7f3a\u9677\u5f15\u5165\u7684\u80fd\u91cf\u6270\u52a8\u7684\u91c7\u6837\u9891\u7387\uff0c\u63d0\u9ad8\u79ef\u5206\u7cbe\u5ea6\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n- \u5bf9MD\u8f68\u8ff9\u6570\u636e\u8fdb\u884c\u591a\u91cd\u7edf\u8ba1\u5206\u6790\uff0c\u8ba1\u7b97\u71b5\u548c\u6bd4\u70ed\u65f6\u5f15\u5165\u8bef\u5dee\u4f30\u8ba1\uff0c\u786e\u4fdd\u7ed3\u679c\u7684\u7f6e\u4fe1\u533a\u95f4\u548c\u53ef\u9760\u6027\u3002\n\n\u516d\u3001\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u53c2\u6570\u4f18\u5316 \n- \u5c06MD\u6a21\u62df\u3001DFT\u8ba1\u7b97\u548c\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\u8fdb\u884c\u878d\u5408\uff0c\u91c7\u7528\u8d1d\u53f6\u65af\u4f18\u5316\u6216\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u8054\u5408\u62df\u5408\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u6574\u4f53\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u6cdb\u5316\u6027\u3002 \n- \u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u6742\u8d28\u542b\u91cf\u548c\u7f3a\u9677\u5bc6\u5ea6\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u8303\u56f4\uff0c\u786e\u4fdd\u6a21\u578b\u9884\u6d4b\u7a33\u5065\u3002\n\n\u4e03\u3001\u9a8c\u8bc1\u4e0e\u8fed\u4ee3 \n- \u9488\u5bf9\u4e0d\u540c\u7eaf\u5ea6\u548c\u7f3a\u9677\u6c34\u5e73\u7684\u6837\u54c1\uff0c\u5f00\u5c55\u591a\u7ec4\u6a21\u62df\uff0c\u9a8c\u8bc1\u70ed\u529b\u5b66\u53c2\u6570\u7684\u654f\u611f\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u6839\u636e\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5bf9\u6bd4\uff0c\u8fed\u4ee3\u8c03\u6574\u52bf\u51fd\u6570\u548c\u7535\u5b50\u81ea\u7531\u80fd\u6a21\u578b\u53c2\u6570\uff0c\u9010\u6b65\u63d0\u5347\u6a21\u62df\u51c6\u786e\u5ea6\u3002\n\n\u516b\u3001\u8f6f\u786c\u4ef6\u9700\u6c42 \n- \u7ee7\u7eed\u4f7f\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u96c6\u7fa4\u652f\u6301\u5927\u89c4\u6a21MD\u548cDFT\u8ba1\u7b97\u3002 \n- \u91c7\u7528\u6210\u719f\u7684MD\u8f6f\u4ef6\uff08\u5982LAMMPS\uff09\u548cDFT\u8f6f\u4ef6\uff08\u5982VASP\u3001Quantum ESPRESSO\uff09\uff0c\u5e76\u5f00\u53d1\u5b9a\u5236\u811a\u672c\u5b9e\u73b0\u6570\u636e\u5904\u7406\u548c\u53c2\u6570\u4f18\u5316\u3002\n\n\u603b\u7ed3\uff1a \n\u901a\u8fc7\u5f15\u5165\u6742\u8d28\u548c\u7ed3\u6784\u7f3a\u9677\u7684\u6a21\u62df\uff0c\u7ec6\u5316\u52bf\u51fd\u6570\u53c2\u6570\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8ba1\u7b97\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u4e0e\u8bef\u5dee\u63a7\u5236\uff0c\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u62df\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u5b9e\u9a8c\u6d4b\u91cf\u548c\u7406\u8bba\u5206\u6790\u63d0\u4f9b\u575a\u5b9e\u7684\u8ba1\u7b97\u652f\u6301\u3002\n```\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u7ec6\u5316\u5177\u4f53\u7684\u6570\u503c\u53c2\u6570\u8bbe\u7f6e\u3001\u6a21\u62df\u811a\u672c\u793a\u4f8b\u53ca\u8ba1\u7b97\u6d41\u7a0b\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u786e\u8ba4\u5e76\u51c6\u5907\u7b26\u5408\u8981\u6c42\u7684\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\uff0c\u5b8c\u6210\u6837\u54c1\u7684\u6700\u7ec8\u786e\u5b9a\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u4e4b\u524d\u5236\u5b9a\u7684\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u9009\u62e9\u6807\u51c6\u548c\u5236\u5907\u65b9\u6848\uff0c\u5e76\u53c2\u8003\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u5bf9\u7406\u8bba\u6a21\u578b\u548c\u6a21\u62df\u53c2\u6570\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u6211\u5c06\u786e\u8ba4\u6700\u7ec8\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u7684\u5177\u4f53\u9009\u62e9\u548c\u51c6\u5907\u65b9\u6848\uff0c\u786e\u4fdd\u6837\u54c1\u7eaf\u51c0\u3001\u7ed3\u6784\u5747\u4e00\uff0c\u4e14\u80fd\u591f\u6ee1\u8db3\u540e\u7eed\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u548c\u7406\u8bba\u6a21\u62df\u7684\u9700\u6c42\u3002\n\n\u5177\u4f53\u786e\u8ba4\u5982\u4e0b\uff1a\n\n1. \u6837\u54c1\u79cd\u7c7b\u9009\u62e9 \n- \u9009\u7528\u7eaf\u5ea6\u226599.99%\u7684\u5355\u8d28\u91d1\u5c5e\uff0c\u5982\u9ad8\u7eaf\u5ea6\u94dd\uff08Al\uff09\u3001\u94dc\uff08Cu\uff09\u3001\u94a0\uff08Na\uff09\u6216\u9502\uff08Li\uff09\u7b49\uff0c\u56e0\u5176\u7194\u70b9\u9002\u4e2d\u3001\u70ed\u7a33\u5b9a\u6027\u597d\u3001\u5316\u5b66\u60f0\u6027\u8f83\u5f3a\uff0c\u4e14\u5546\u4e1a\u4e0a\u6613\u4e8e\u91c7\u8d2d\u9ad8\u7eaf\u5ea6\u6750\u6599\u3002 \n- \u6839\u636e\u5b9e\u9a8c\u8bbe\u5907\u52a0\u70ed\u80fd\u529b\u548c\u5b89\u5168\u6027\u8003\u8651\uff0c\u4f18\u5148\u9009\u62e9\u7194\u70b9\u5728200\u2103~1000\u2103\u8303\u56f4\u5185\u7684\u91d1\u5c5e\uff0c\u65b9\u4fbf\u7194\u70bc\u53ca\u6db2\u6001\u4fdd\u6301\u3002\n\n2. \u6742\u8d28\u63a7\u5236 \n- \u91c7\u8d2d\u5e26\u6709\u8be6\u7ec6\u6742\u8d28\u5206\u6790\u62a5\u544a\u7684\u91d1\u5c5e\u5757\uff0c\u6742\u8d28\u542b\u91cf\u4e25\u683c\u63a7\u5236\u5728ppm\u7ea7\u522b\u3002 \n- \u6742\u8d28\u5143\u7d20\u4e3b\u8981\u5305\u62ec\u6c27\u3001\u6c2e\u3001\u78b3\u3001\u786b\u7b49\uff0c\u542b\u91cf\u5e94\u5c3d\u91cf\u6700\u4f4e\uff0c\u907f\u514d\u5f71\u54cd\u70ed\u529b\u5b66\u6d4b\u91cf\u3002\n\n3. \u9884\u5904\u7406\u5de5\u827a \n- \u5bf9\u91d1\u5c5e\u5757\u8fdb\u884c\u673a\u68b0\u629b\u5149\u548c\u8d85\u58f0\u6ce2\u6e05\u6d17\uff0c\u53bb\u9664\u8868\u9762\u6c27\u5316\u5c42\u548c\u673a\u68b0\u6c61\u67d3\u3002 \n- \u91c7\u7528\u7a00\u9178\uff08\u5982\u7a00\u785d\u9178\u6216\u7a00\u76d0\u9178\uff09\u9178\u6d17\uff0c\u8fdb\u4e00\u6b65\u6e05\u6d01\u8868\u9762\uff0c\u9632\u6b62\u6c27\u5316\u7269\u6b8b\u7559\u3002\n\n4. \u7194\u70bc\u53ca\u6837\u54c1\u5236\u5907 \n- \u5728\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\u4e0b\u8fdb\u884c\u7194\u70bc\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6c14\u4f53\u5939\u6742\u3002 \n- \u4f7f\u7528\u7535\u963b\u7089\u6216\u611f\u5e94\u52a0\u70ed\u7089\u52a0\u70ed\u81f3\u5b8c\u5168\u7194\u5316\u72b6\u6001\uff0c\u4fdd\u6301\u9002\u5f53\u65f6\u95f4\u4ee5\u4fc3\u8fdb\u5747\u5300\u6027\u3002 \n- \u901a\u8fc7\u503e\u6790\u548c\u591a\u6b21\u7194\u70bc\u5faa\u73af\u53bb\u9664\u5939\u6742\u7269\u548c\u6c27\u5316\u7269\uff0c\u63d0\u5347\u7eaf\u5ea6\u548c\u7ed3\u6784\u5747\u4e00\u6027\u3002\n\n5. \u6837\u54c1\u5c01\u88c5\u4e0e\u4fdd\u5b58 \n- \u7194\u70bc\u540e\u5c06\u6db2\u6001\u91d1\u5c5e\u8f6c\u79fb\u81f3\u60f0\u6027\u6750\u6599\uff08\u5982\u77f3\u82f1\u6216\u9ad8\u7eaf\u9676\u74f7\u5769\u57da\uff09\u4e2d\u5bc6\u5c01\u4fdd\u5b58\u3002 \n- \u6837\u54c1\u5b58\u653e\u4e8e\u60f0\u6027\u6c14\u6c1b\u4fdd\u62a4\u7684\u5bc6\u95ed\u5bb9\u5668\u4e2d\uff0c\u907f\u514d\u7a7a\u6c14\u6c27\u5316\u548c\u6742\u8d28\u6c61\u67d3\u3002\n\n6. \u7ed3\u6784\u5747\u4e00\u6027\u9a8c\u8bc1 \n- \u91c7\u7528X\u5c04\u7ebf\u884d\u5c04\uff08XRD\uff09\u3001\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08SEM\uff09\u53ca\u80fd\u8c31\u5206\u6790\uff08EDS\uff09\u7b49\u624b\u6bb5\u68c0\u6d4b\u6837\u54c1\u7684\u6676\u7c92\u7ed3\u6784\u53ca\u6742\u8d28\u5206\u5e03\uff0c\u786e\u4fdd\u5747\u5300\u6027\u548c\u7eaf\u51c0\u5ea6\u3002 \n- \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u8981\u6c42\uff0c\u6837\u54c1\u7ed3\u6784\u7f3a\u9677\u63a7\u5236\u5728\u6700\u4f4e\u6c34\u5e73\u3002\n\n\u7efc\u4e0a\uff0c\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u5c06\u4e25\u683c\u6309\u7167\u4e0a\u8ff0\u6807\u51c6\u548c\u5de5\u827a\u5236\u5907\uff0c\u786e\u4fdd\u6ee1\u8db3\u7406\u8bba\u6a21\u578b\u548c\u6570\u503c\u6a21\u62df\u7684\u8f93\u5165\u6761\u4ef6\uff0c\u4e3a\u540e\u7eed\u5b9e\u9a8c\u6d4b\u91cf\u548c\u8ba1\u7b97\u6a21\u62df\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6837\u54c1\u57fa\u7840\u3002\n\n```\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\n\u54c1\u79cd\uff1a\u9ad8\u7eaf\u5ea6\u5355\u8d28\u91d1\u5c5e\uff08\u5982\u94ddAl\u3001\u94dcCu\u3001\u94a0Na\u3001\u9502Li\uff09\n\u7eaf\u5ea6\uff1a\u226599.99%\uff0c\u6742\u8d28\u542b\u91cf\u63a7\u5236\u5728ppm\u7ea7\u522b\uff0c\u4e3b\u8981\u6742\u8d28\u4e3a\u6c27\u3001\u6c2e\u3001\u78b3\u3001\u786b\u7b49\n\u7194\u70b9\u8303\u56f4\uff1a200\u2103~1000\u2103\uff0c\u9002\u5408\u5b9e\u9a8c\u8bbe\u5907\u52a0\u70ed\u8303\u56f4\n\u9884\u5904\u7406\uff1a\u673a\u68b0\u629b\u5149\u3001\u8d85\u58f0\u6ce2\u6e05\u6d17\u3001\u7a00\u9178\u9178\u6d17\u53bb\u9664\u8868\u9762\u6c27\u5316\u5c42\n\u7194\u70bc\u73af\u5883\uff1a\u9ad8\u7eaf\u6c29\u6c14\u4fdd\u62a4\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\n\u7194\u70bc\u8bbe\u5907\uff1a\u7535\u963b\u7089\u6216\u611f\u5e94\u52a0\u70ed\u7089\uff0c\u5b8c\u5168\u7194\u5316\u5e76\u591a\u6b21\u7194\u70bc\u5faa\u73af\u53bb\u9664\u6742\u8d28\n\u6837\u54c1\u5c01\u88c5\uff1a\u60f0\u6027\u6750\u6599\u5769\u57da\uff08\u77f3\u82f1\u6216\u9676\u74f7\uff09\u5bc6\u5c01\uff0c\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u4fdd\u5b58\n\u7ed3\u6784\u5747\u4e00\u6027\u68c0\u6d4b\uff1aXRD\u3001SEM\u3001EDS\u786e\u8ba4\u6676\u7c92\u5747\u5300\u53ca\u6742\u8d28\u5206\u5e03\u5747\u4e00\uff0c\u7f3a\u9677\u542b\u91cf\u6700\u4f4e\n\u4fdd\u5b58\u6761\u4ef6\uff1a\u5bc6\u95ed\u60f0\u6027\u6c14\u6c1b\u5bb9\u5668\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6c61\u67d3\n```" 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\u8bb0\u5f55DSC\u66f2\u7ebf\uff0c\u5206\u6790\u5438\u653e\u70ed\u5cf0\uff0c\u786e\u5b9a\u7194\u70b9\u3001\u7194\u5316\u70ed\n- \u53ef\u8fdb\u884c\u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u89c2\u5bdf\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u53ca\u76f8\u53d8\u91cd\u590d\u6027\n\n4. \u6570\u636e\u5904\u7406\uff1a\n- \u901a\u8fc7\u79ef\u5206\u5438\u70ed\u5cf0\u9762\u79ef\u8ba1\u7b97\u7194\u5316\u6f5c\u70ed\n- \u5229\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u70ed\u6d41\u4fe1\u53f7\u8ba1\u7b97\u6bd4\u70ed\u5bb9\n- \u7ed3\u5408\u591a\u6b21\u5b9e\u9a8c\u6570\u636e\uff0c\u8bc4\u4f30\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u51c6\u786e\u6027\n\n\u4e8c\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u65b9\u6848\n\n1. \u76ee\u7684\uff1a\n- \u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u81a8\u80c0\u7cfb\u6570\n- \u4e86\u89e3\u56fa\u6001\u81f3\u6db2\u6001\u7684\u4f53\u79ef\u53d8\u5316\u89c4\u5f8b\n\n2. \u5b9e\u9a8c\u8bbe\u5907\uff1a\n- \u9ad8\u6e29\u70ed\u81a8\u80c0\u4eea\uff08Push-rod\u5f0f\u6216\u6fc0\u5149\u5e72\u6d89\u5f0f\uff09\n- \u914d\u5907\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\n- \u91c7\u7528\u8010\u9ad8\u6e29\u3001\u60f0\u6027\u6750\u6599\u6837\u54c1\u5bb9\u5668\uff0c\u786e\u4fdd\u5c3a\u5bf8\u6d4b\u91cf\u51c6\u786e\n\n3. \u5b9e\u9a8c\u6b65\u9aa4\uff1a\n- \u6837\u54c1\u5236\u5907\u540c\u4e0a\uff0c\u4fdd\u8bc1\u8868\u9762\u6e05\u6d01\u65e0\u6c27\u5316\n- \u88c5\u5165\u6837\u54c1\u5bb9\u5668\uff0c\u5b89\u88c5\u4e8e\u70ed\u81a8\u80c0\u4eea\u4e2d\n- \u8bbe\u5b9a\u6e29\u5ea6\u7a0b\u5e8f\uff0c\u7f13\u6162\u52a0\u70ed\u81f3\u7194\u70b9\u4ee5\u4e0a\uff0c\u4fdd\u6301\u6052\u6e29\u6bb5\n- \u5b9e\u65f6\u6d4b\u91cf\u6837\u54c1\u957f\u5ea6\uff08\u4f53\u79ef\uff09\u53d8\u5316\n- \u8bb0\u5f55\u6e29\u5ea6-\u5c3a\u5bf8\u6570\u636e\uff0c\u8ba1\u7b97\u7ebf\u81a8\u80c0\u7cfb\u6570\u53ca\u4f53\u81a8\u80c0\u7cfb\u6570\n\n4. \u6570\u636e\u5904\u7406\uff1a\n- \u901a\u8fc7\u7ebf\u6027\u62df\u5408\u6e29\u5ea6\u4e0e\u5c3a\u5bf8\u53d8\u5316\u5173\u7cfb\uff0c\u5f97\u5230\u70ed\u81a8\u80c0\u7cfb\u6570\n- \u5206\u6790\u56fa\u6db2\u4e24\u76f8\u4e0d\u540c\u70ed\u81a8\u80c0\u7279\u5f81\n- \u7ed3\u5408DSC\u6570\u636e\uff0c\u5168\u9762\u8bc4\u4f30\u70ed\u529b\u5b66\u884c\u4e3a\n\n\u4e09\u3001\u5b9e\u9a8c\u6ce8\u610f\u4e8b\u9879\n\n- \u6837\u54c1\u5fc5\u987b\u4e25\u683c\u53bb\u9664\u8868\u9762\u6c27\u5316\u5c42\uff0c\u4fdd\u8bc1\u7eaf\u51c0\u6027\n- \u5b9e\u9a8c\u5168\u7a0b\u4fdd\u6301\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\uff0c\u9632\u6b62\u6c27\u5316\u548c\u6742\u8d28\u5f15\u5165\n- \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u4ee5\u786e\u4fdd\u6570\u636e\u53ef\u9760\u6027\n- \u7ed3\u5408XRD\u3001SEM\u3001EDS\u68c0\u6d4b\uff0c\u786e\u8ba4\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u6027\u548c\u7f3a\u9677\u6700\u4f4e\n\n\u7efc\u4e0a\uff0c\u901a\u8fc7\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\u4e0e\u70ed\u81a8\u80c0\u6d4b\u91cf\u76f8\u7ed3\u5408\uff0c\u53ef\u4ee5\u7cfb\u7edf\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\uff0c\u6ee1\u8db3\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u548c\u6a21\u62df\u9700\u6c42\u3002\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u5177\u4f53\u5b9e\u9a8c\u6d41\u7a0b\u548c\u6570\u636e\u5206\u6790\u65b9\u6848\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u539f\u7406\uff0c\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u7528\u4e8e\u89e3\u91ca\u548c\u62df\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\uff09\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u7406\u8bba\u6a21\u578b\u6846\u67b6\uff0c\u7528\u4ee5\u89e3\u91ca\u548c\u62df\u5408\u5b9e\u9a8c\u6d4b\u5f97\u7684\u6570\u636e\uff1a\n\n\u4e00\u3001\u81ea\u7531\u80fd\u6a21\u578b\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u53ef\u5206\u89e3\u4e3a\u7406\u60f3\u90e8\u5206\u548c\u975e\u7406\u60f3\u90e8\u5206\uff1a\n\n\\[\nG(T,P) = G_{\\text{ideal}}(T,P) + G_{\\text{excess}}(T,P)\n\\]\n\n1. \u7406\u60f3\u90e8\u5206 \\( G_{\\text{ideal}} \\) \u4e3b\u8981\u8003\u8651\u81ea\u7531\u7535\u5b50\u6c14\u4f53\u548c\u79bb\u5b50\u632f\u52a8\u7684\u8d21\u732e\uff1a\n\n- \u81ea\u7531\u7535\u5b50\u8d21\u732e\u53ef\u7528\u81ea\u7531\u7535\u5b50\u6c14\u4f53\u6a21\u578b\uff08\u8fd1\u4f3c\u4e3a\u8d39\u7c73\u6c14\u4f53\uff09\u63cf\u8ff0\uff0c\u7535\u5b50\u81ea\u7531\u80fd \\( G_e \\) \u53ef\u7531\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u8d39\u7c73\u5206\u5e03\u79ef\u5206\u8ba1\u7b97\u5f97\u5230\u3002\n- \u79bb\u5b50\u632f\u52a8\u8d21\u732e\u57fa\u4e8e\u51c6\u8c10\u632f\u5b50\u6a21\u578b\uff0c\u5229\u7528Debye\u6a21\u578b\u8ba1\u7b97\u632f\u52a8\u81ea\u7531\u80fd \\( G_v \\)\u3002\n\n2. \u975e\u7406\u60f3\u90e8\u5206 \\( G_{\\text{excess}} \\) \u5305\u62ec\u7535\u5b50-\u79bb\u5b50\u76f8\u4e92\u4f5c\u7528\u3001\u79bb\u5b50\u95f4\u5f3a\u76f8\u4e92\u4f5c\u7528\u53ca\u7ed3\u6784\u65e0\u5e8f\u6548\u5e94\uff1a\n\n- \u91c7\u7528\u6709\u6548\u52bf\u80fd\u6a21\u578b\uff08\u5982\u5d4c\u5165\u539f\u5b50\u6a21\u578bEAM\u6216\u79bb\u5b50\u6db2\u4f53\u6a21\u578b\uff09\u63cf\u8ff0\u79bb\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u81ea\u7531\u80fd\u3002\n- \u7edf\u8ba1\u529b\u5b66\u4e2d\u5229\u7528\u914d\u5206\u51fd\u6570 \\( Z \\) \u8ba1\u7b97\u975e\u7406\u60f3\u8d21\u732e\uff1a\n\\[\nG_{\\text{excess}} = -k_B T \\ln Z_{\\text{excess}}\n\\]\n\n\u5176\u4e2d\u914d\u5206\u51fd\u6570\u901a\u8fc7\u5206\u5b50\u52a8\u529b\u5b66\u6216\u8499\u7279\u5361\u6d1b\u6a21\u62df\u83b7\u5f97\u7684\u52bf\u80fd\u9762\u62df\u5408\u3002\n\n\u4e8c\u3001\u71b5\u6a21\u578b\n\n\u6db2\u6001\u91d1\u5c5e\u71b5 \\( S \\) \u7531\u4ee5\u4e0b\u51e0\u90e8\u5206\u7ec4\u6210\uff1a\n\n\\[\nS = S_e + S_v + S_{\\text{conf}} + S_{\\text{mag}} + \\cdots\n\\]\n\n- \u7535\u5b50\u71b5 \\( S_e \\) \u6765\u81ea\u81ea\u7531\u7535\u5b50\u6001\u7684\u70ed\u6fc0\u53d1\uff0c\u8ba1\u7b97\u57fa\u4e8e\u7535\u5b50\u6001\u5bc6\u5ea6\u53ca\u6e29\u5ea6\u4f9d\u8d56\u7684\u8d39\u7c73\u5206\u5e03\u3002\n- \u632f\u52a8\u71b5 \\( S_v \\) \u91c7\u7528Debye\u6a21\u578b\u6216\u58f0\u5b50\u6001\u5bc6\u5ea6\u79ef\u5206\u8ba1\u7b97\u3002\n- \u914d\u7f6e\u71b5 \\( S_{\\text{conf}} \\) \u53cd\u6620\u79bb\u5b50\u65e0\u5e8f\u7ed3\u6784\uff0c\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u6db2\u6001\u7ed3\u6784\u56e0\u5b50\u548c\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r) \\) \u8ba1\u7b97\u3002\n- \u82e5\u6709\u78c1\u6027\uff0c\u5219\u8003\u8651\u78c1\u71b5 \\( S_{\\text{mag}} \\)\u3002\n\n\u4e09\u3001\u6bd4\u70ed\u6a21\u578b\n\n\u6bd4\u70ed\u5bb9 \\( C_p \\) \u6216 \\( C_v \\) \u53ef\u7531\u81ea\u7531\u80fd\u7684\u4e8c\u9636\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\uff1a\n\n\\[\nC_p = -T \\frac{\\partial^2 G}{\\partial T^2} \\Big|_P\n\\]\n\n\u5177\u4f53\u8ba1\u7b97\u65f6\u5206\u89e3\u4e3a\u7535\u5b50\u3001\u632f\u52a8\u548c\u914d\u7f6e\u8d21\u732e\uff1a\n\n\\[\nC_p = C_{p,e} + C_{p,v} + C_{p,\\text{conf}}\n\\]\n\n- \u7535\u5b50\u6bd4\u70ed \\( C_{p,e} \\) \u8fd1\u4f3c\u4e3a\u7ebf\u6027\u6e29\u5ea6\u4f9d\u8d56\uff08\u4f4e\u6e29\u8d39\u7c73\u6c14\u4f53\u7406\u8bba\uff09\uff0c\u9ad8\u6e29\u65f6\u9700\u8003\u8651\u7535\u5b50\u6fc0\u53d1\u6001\u4fee\u6b63\u3002\n- \u632f\u52a8\u6bd4\u70ed \\( C_{p,v} \\) \u53ef\u7528Debye\u6a21\u578b\u516c\u5f0f\u8ba1\u7b97\uff0c\u63a5\u8fd1Dulong-Petit\u6781\u9650\u3002\n- \u914d\u7f6e\u6bd4\u70ed \\( C_{p,\\text{conf}} \\) \u4e0e\u6db2\u6001\u7ed3\u6784\u53d8\u5316\u76f8\u5173\uff0c\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570\u6e29\u5ea6\u5bfc\u6570\u8ba1\u7b97\u3002\n\n\u56db\u3001\u6a21\u578b\u62df\u5408\u4e0e\u53c2\u6570\u786e\u5b9a\n\n- \u5229\u7528\u5b9e\u9a8cDSC\u6570\u636e\u62df\u5408\u7194\u70b9\u3001\u7194\u5316\u6f5c\u70ed\u53ca\u6bd4\u70ed\u5bb9\uff0c\u8c03\u6574\u7535\u5b50\u6001\u5bc6\u5ea6\u53c2\u6570\u548c\u632f\u52a8Debye\u6e29\u5ea6\u3002\n- \u70ed\u81a8\u80c0\u6570\u636e\u53cd\u6620\u4f53\u79ef\u53d8\u5316\uff0c\u7ed3\u5408\u5f39\u6027\u81ea\u7531\u80fd\u6a21\u578b\uff0c\u8c03\u6574\u79bb\u5b50\u95f4\u52bf\u80fd\u53c2\u6570\u3002\n- \u901a\u8fc7\u7edf\u8ba1\u529b\u5b66\u6a21\u62df\uff08\u5206\u5b50\u52a8\u529b\u5b66\u6216\u8499\u7279\u5361\u6d1b\uff09\u8ba1\u7b97\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r) \\)\uff0c\u83b7\u5f97\u914d\u7f6e\u71b5\u548c\u914d\u7f6e\u6bd4\u70ed\u3002\n- \u91c7\u7528\u975e\u7ebf\u6027\u6700\u5c0f\u4e8c\u4e58\u6cd5\u5bf9\u6a21\u578b\u53c2\u6570\u8fdb\u884c\u4f18\u5316\uff0c\u786e\u4fdd\u7406\u8bba\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u543b\u5408\u3002\n\n\u4e94\u3001\u603b\u7ed3\n\n\u8be5\u7406\u8bba\u6a21\u578b\u57fa\u4e8e\u81ea\u7531\u7535\u5b50\u6c14\u4f53\u548c\u51c6\u8c10\u632f\u5b50\u632f\u52a8\u6a21\u578b\u7ed3\u5408\u6709\u6548\u52bf\u80fd\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\uff0c\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\u8ba1\u7b97\u70ed\u529b\u5b66\u91cf\uff0c\u80fd\u591f\u7cfb\u7edf\u89e3\u91ca\u5e76\u62df\u5408\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u5173\u952e\u53c2\u6570\u3002\u540e\u7eed\u53ef\u7ed3\u5408\u5177\u4f53\u6db2\u6001\u91d1\u5c5e\u6837\u54c1\u5b9e\u9a8c\u6570\u636e\uff0c\u8fdb\u4e00\u6b65\u7ec6\u5316\u6a21\u578b\u53c2\u6570\u548c\u4fee\u6b63\u9879\uff0c\u63d0\u9ad8\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n\u82e5\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6570\u5b66\u8868\u8fbe\u5f0f\u63a8\u5bfc\u53ca\u6570\u503c\u8ba1\u7b97\u65b9\u6848\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u65b9\u6cd5\uff0c\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u6db2\u6001\u91d1\u5c5e\u6837\u54c1" + ], + "Action_Result": "\u9488\u5bf9\u9ad8\u7eaf\u5ea6\u5355\u8d28\u6db2\u6001\u91d1\u5c5e\uff08\u5982Al\u3001Cu\u3001Na\u3001Li\uff09\u6837\u54c1\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6848\u53ca\u7406\u8bba\u6a21\u578b\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u57fa\u4e8e\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u548c\u7b2c\u4e00\u6027\u539f\u7406\uff08DFT\uff09\u8ba1\u7b97\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u7528\u4e8e\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff08\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\uff09\uff0c\u5e76\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u7684\u89e3\u91ca\u548c\u6a21\u578b\u53c2\u6570\u4f18\u5316\u3002\n\n---\n\n### \u4e00\u3001\u6a21\u62df\u76ee\u6807\n\n- \u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u7194\u70b9\u53ca\u7194\u5316\u6f5c\u70ed\n- \u8ba1\u7b97\u56fa\u6001\u548c\u6db2\u6001\u7684\u6bd4\u70ed\u5bb9\n- \u8bc4\u4f30\u70ed\u81a8\u80c0\u7cfb\u6570\u53ca\u4f53\u79ef\u53d8\u5316\n- \u63d0\u4f9b\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u914d\u4f4d\u6570\u7b49\uff09\u4ee5\u8ba1\u7b97\u914d\u7f6e\u71b5\u548c\u914d\u7f6e\u6bd4\u70ed\n- \u4e3a\u7269\u7406\u5b66\u5bb6\u6a21\u578b\u53c2\u6570\u63d0\u4f9b\u6570\u503c\u652f\u6301\u548c\u6821\u6b63\n\n---\n\n### \u4e8c\u3001\u6a21\u62df\u65b9\u6cd5\u9009\u62e9\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\uff08AIMD\uff09**\n\n- \u57fa\u4e8e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\uff0c\u76f4\u63a5\u8ba1\u7b97\u7535\u5b50\u7ed3\u6784\u548c\u539f\u5b50\u52a8\u529b\u5b66\n- \u7cbe\u786e\u63cf\u8ff0\u7535\u5b50-\u79bb\u5b50\u76f8\u4e92\u4f5c\u7528\u548c\u7535\u5b50\u81ea\u7531\u80fd\u8d21\u732e\n- \u9002\u7528\u4e8e\u5c0f\u4f53\u7cfb\uff08\u51e0\u5341\u81f3\u767e\u4e2a\u539f\u5b50\uff09\uff0c\u65f6\u95f4\u5c3a\u5ea6\u77ed\uff08ps\u7ea7\uff09\n- \u7528\u4e8e\u7194\u70b9\u9644\u8fd1\u7684\u76f8\u53d8\u8fc7\u7a0b\u3001\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u632f\u52a8\u7279\u6027\u8ba1\u7b97\n\n2. **\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09**\n\n- \u5229\u7528\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u3001\u52bf\u80fd\u51fd\u6570\uff08\u5982MEAM\u3001Finnis-Sinclair\u7b49\uff09\u63cf\u8ff0\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\n- \u53ef\u6a21\u62df\u8f83\u5927\u4f53\u7cfb\uff08\u6570\u5343\u81f3\u6570\u4e07\u4e2a\u539f\u5b50\uff09\uff0c\u65f6\u95f4\u5c3a\u5ea6\u957f\uff08ns\u7ea7\uff09\n- \u7528\u4e8e\u70ed\u81a8\u80c0\u3001\u6bd4\u70ed\u5bb9\u3001\u7ed3\u6784\u56e0\u5b50\u3001\u5f84\u5411\u5206\u5e03\u51fd\u6570\u7b49\u70ed\u529b\u5b66\u6027\u8d28\u7684\u7edf\u8ba1\u8ba1\u7b97\n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u4f18\u5316\u52bf\u51fd\u6570\u53c2\u6570\n\n---\n\n### \u4e09\u3001\u6570\u503c\u6a21\u62df\u65b9\u6848\u8bbe\u8ba1\n\n#### 1. \u7cfb\u7edf\u6784\u5efa\u4e0e\u9884\u5904\u7406\n\n- \u4f9d\u636e\u5b9e\u9a8c\u6837\u54c1\u7eaf\u5ea6\u53ca\u7ed3\u6784\u5747\u4e00\u6027\u8981\u6c42\uff0c\u6784\u5efa\u6676\u4f53\u7ed3\u6784\u521d\u59cb\u6a21\u578b\uff08FCC\u3001BCC\u7b49\u5bf9\u5e94\u91d1\u5c5e\u6676\u683c\uff09\n- \u4f53\u7cfb\u5927\u5c0f\uff1aAIMD\u7ea650-100\u539f\u5b50\uff0cMD\u7ea61000-10000\u539f\u5b50\n- \u521d\u59cb\u51e0\u4f55\u4f18\u5316\uff0c\u786e\u4fdd\u4f53\u7cfb\u80fd\u91cf\u6700\u4f4e\n\n#### 2. \u6a21\u62df\u6761\u4ef6\u8bbe\u5b9a\n\n- \u6e29\u5ea6\u8303\u56f4\uff1a\u5ba4\u6e29\u81f3\u7194\u70b9\u4ee5\u4e0a200\u2103\uff08\u5bf9\u5e94\u5b9e\u9a8c\u8303\u56f4\uff09\n- \u538b\u529b\u6761\u4ef6\uff1a\u5e38\u538b\uff081 atm\uff09\n- \u91c7\u7528NPT\u7cfb\u7efc\uff08\u6052\u6e29\u6052\u538b\uff09\u63a7\u5236\u6e29\u5ea6\u548c\u538b\u529b\uff0c\u6a21\u62df\u70ed\u81a8\u80c0\u884c\u4e3a\n- \u65f6\u95f4\u6b65\u957f\uff1aAIMD\u7ea61 fs\uff0cMD\u7ea61 fs\n- \u6a21\u62df\u65f6\u957f\uff1aAIMD\u7ea610-20 ps\uff0cMD\u7ea61-10 ns\n\n#### 3. \u7194\u70b9\u9884\u6d4b\n\n- AIMD\u5347\u6e29\u6a21\u62df\uff1a\u9010\u6b65\u5347\u9ad8\u6e29\u5ea6\uff0c\u76d1\u6d4b\u4f53\u7cfb\u80fd\u91cf\u3001\u4f53\u79ef\u548c\u7ed3\u6784\u53d8\u5316\uff0c\u786e\u5b9a\u56fa-\u6db2\u76f8\u53d8\u6e29\u5ea6\n- \u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff08RDF\uff09\u548c\u5747\u65b9\u4f4d\u79fb\uff08MSD\uff09\u5206\u6790\u7ed3\u6784\u548c\u6269\u6563\u884c\u4e3a\uff0c\u786e\u8ba4\u7194\u5316\u72b6\u6001\n- \u901a\u8fc7\u7194\u70b9\u9644\u8fd1\u7684\u80fd\u91cf\u7a81\u53d8\u8ba1\u7b97\u7194\u5316\u6f5c\u70ed\n\n#### 4. \u6bd4\u70ed\u5bb9\u8ba1\u7b97\n\n- \u56fa\u6001\u548c\u6db2\u6001\u5206\u522b\u8fdb\u884c\u6052\u6e29NPT\u6a21\u62df\uff0c\u91c7\u96c6\u80fd\u91cf\u968f\u6e29\u5ea6\u53d8\u5316\u6570\u636e\n- \u5229\u7528\u80fd\u91cf\u6ce2\u52a8\u516c\u5f0f\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff1a\n\\[\nC_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n\\]\n- \u5bf9\u6bd4\u5b9e\u9a8cDSC\u6570\u636e\uff0c\u8c03\u6574\u52bf\u51fd\u6570\u53c2\u6570\n\n#### 5. \u70ed\u81a8\u80c0\u7cfb\u6570\u8ba1\u7b97\n\n- NPT\u7cfb\u7efc\u4e0b\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u4e0b\u4f53\u7cfb\u4f53\u79ef\n- \u7ebf\u6027\u62df\u5408\u4f53\u79ef-\u6e29\u5ea6\u66f2\u7ebf\uff0c\u8ba1\u7b97\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V = \\frac{1}{V} \\left(\\frac{\\partial V}{\\partial T}\\right)_P\n\\]\n- \u7ed3\u5408\u5b9e\u9a8c\u70ed\u81a8\u80c0\u6d4b\u91cf\u7ed3\u679c\u8fdb\u884c\u9a8c\u8bc1\n\n#### 6. \u914d\u7f6e\u71b5\u548c\u7ed3\u6784\u5206\u6790\n\n- \u8ba1\u7b97\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r) \\)\u3001\u914d\u4f4d\u6570\u5206\u5e03\n- \u5229\u7528\u7edf\u8ba1\u529b\u5b66\u65b9\u6cd5\u4f30\u7b97\u914d\u7f6e\u71b5 \\( S_{\\text{conf}} \\)\uff0c\u5982\u57fa\u4e8e\u6db2\u6001\u7ed3\u6784\u56e0\u5b50\n- \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\uff0c\u5b8c\u5584\u81ea\u7531\u80fd\u548c\u6bd4\u70ed\u6a21\u578b\n\n---\n\n### \u56db\u3001\u8ba1\u7b97\u8d44\u6e90\u4e0e\u8f6f\u4ef6\u63a8\u8350\n\n- AIMD\u8f6f\u4ef6\uff1aVASP\u3001Quantum ESPRESSO\u3001CP2K\n- MD\u8f6f\u4ef6\uff1aLAMMPS\u3001GROMACS\uff08\u7ed3\u5408EAM\u52bf\u51fd\u6570\uff09\n- \u6570\u636e\u5206\u6790\u5de5\u5177\uff1aPython\uff08NumPy\u3001Matplotlib\uff09\u3001OVITO\uff08\u7ed3\u6784\u53ef\u89c6\u5316\uff09\n\n---\n\n### \u4e94\u3001\u540e\u7eed\u5de5\u4f5c\u5efa\u8bae\n\n- \u7ed3\u5408\u5b9e\u9a8cDSC\u548c\u70ed\u81a8\u80c0\u6570\u636e\uff0c\u8c03\u4f18\u52bf\u51fd\u6570\u53c2\u6570\u548cDFT\u8ba1\u7b97\u8bbe\u7f6e\n- \u5f00\u5c55\u8499\u7279\u5361\u6d1b\u6a21\u62df\u8f85\u52a9\u914d\u7f6e\u71b5\u8ba1\u7b97\n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\uff08DFT\u2192MD\u2192\u8fde\u7eed\u4ecb\u8d28\u6a21\u578b\uff09\u5b9e\u73b0\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u5e73\u8861\n- \u63d0\u4f9b\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u5bf9\u6bd4\u62a5\u544a\uff0c\u652f\u6301\u7406\u8bba\u6a21\u578b\u7684\u53c2\u6570\u62df\u5408\u548c\u4fee\u6b63\n\n---\n\n\u7efc\u4e0a\uff0c\u91c7\u7528\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\u7ed3\u5408\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7684\u591a\u5c3a\u5ea6\u8ba1\u7b97\u65b9\u6848\uff0c\u80fd\u591f\u7cfb\u7edf\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u4e3a\u5b9e\u9a8c\u6570\u636e\u7684\u89e3\u91ca\u53ca\u7406\u8bba\u6a21\u578b\u7684\u5b8c\u5584\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u6570\u503c\u652f\u6301\u3002\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6a21\u62df\u6d41\u7a0b\u811a\u672c\u548c\u53c2\u6570\u8bbe\u7f6e\u5efa\u8bae\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": 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**\u6837\u54c1\u8868\u9762\u6c27\u5316\u53ca\u6c14\u6c1b\u63a7\u5236**\uff1a\u6db2\u6001\u91d1\u5c5e\u6781\u6613\u6c27\u5316\uff0c\u5c24\u5176\u662fNa\u3001Li\u7b49\u6d3b\u6cfc\u91d1\u5c5e\uff0c\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\u60f0\u6027\u6c14\u6c1b\u7684\u7eaf\u5ea6\u548c\u5bc6\u5c01\u6027\u5fc5\u987b\u4e25\u683c\u4fdd\u969c\uff0c\u907f\u514d\u5fae\u91cf\u6c27\u6c14\u5f15\u5165\u5bfc\u81f4\u70ed\u6548\u5e94\u5f02\u5e38\uff0c\u5efa\u8bae\u589e\u52a0\u5b9e\u65f6\u6c14\u6c1b\u76d1\u6d4b\u548c\u591a\u6b21\u7a7a\u767d\u5bf9\u7167\u5b9e\u9a8c\u3002\n\n2. 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\u914d\u5907\u9ad8\u7075\u654f\u5ea6\u6e29\u5ea6\u548c\u70ed\u6d41\u4f20\u611f\u5668\uff0c\u964d\u4f4e\u566a\u58f0\n\n3. **\u6837\u54c1\u9884\u5904\u7406** \n- \u673a\u68b0\u629b\u5149\u3001\u8d85\u58f0\u6ce2\u6e05\u6d17\u3001\u7a00\u9178\u9178\u6d17\u53bb\u9664\u8868\u9762\u6c27\u5316\u5c42 \n- \u5e72\u71e5\u540e\u8fc5\u901f\u8f6c\u5165\u60f0\u6027\u6c14\u6c1b\u73af\u5883\uff0c\u9632\u6b62\u518d\u6c27\u5316 \n- \u591a\u6b21\u7194\u70bc\u5faa\u73af\u786e\u4fdd\u6742\u8d28\u6781\u4f4e\uff0c\u7ed3\u6784\u5747\u4e00\n\n4. **\u5b9e\u9a8c\u6b65\u9aa4** \n- \u7cbe\u786e\u79f0\u53d6\u6837\u54c1\u91cf\uff08\u6570\u6beb\u514b\u81f3\u6570\u5341\u6beb\u514b\uff09\uff0c\u88c5\u5165\u5769\u57da\u5e76\u5bc6\u5c01\u6216\u5728\u60f0\u6027\u6c14\u6c1b\u4e2d\u6d4b\u91cf \n- \u8bbe\u5b9a\u5347\u6e29\u901f\u7387\u4f18\u5316\u4e3a5\u2103/min\u6216\u66f4\u4f4e\uff0c\u9488\u5bf9\u4e0d\u540c\u91d1\u5c5e\u53ef\u8fdb\u4e00\u6b65\u8c03\u6574\uff08\u59823\u2103/min\uff09\uff0c\u4ee5\u51cf\u5c11\u70ed\u6ede\u540e\u548c\u76f8\u53d8\u5cf0\u5c55\u5bbd \n- \u5728\u5173\u952e\u6e29\u5ea6\u6bb5\uff08\u5982\u63a5\u8fd1\u7194\u70b9\uff09\u8bbe\u7f6e\u6052\u6e29\u4fdd\u6301\uff08\u7b49\u6e29\u6bb5\uff09\u4ee5\u4fdd\u8bc1\u70ed\u5e73\u8861 \n- \u8fdb\u884c\u591a\u6b21\u5faa\u73af\u626b\u63cf\uff0c\u68c0\u6d4b\u70ed\u529b\u5b66\u53c2\u6570\u7684\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027 \n- \u8bb0\u5f55DSC\u66f2\u7ebf\uff0c\u7cbe\u786e\u5206\u6790\u5438\u653e\u70ed\u5cf0\uff0c\u786e\u5b9a\u7194\u70b9\u4e0e\u7194\u5316\u70ed\n\n5. **\u6570\u636e\u5904\u7406** \n- \u91c7\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u591a\u70b9\u79ef\u5206\u6cd5\u63d0\u9ad8\u7194\u5316\u6f5c\u70ed\u8ba1\u7b97\u7cbe\u5ea6 \n- \u7ed3\u5408\u70ed\u6d41\u4fe1\u53f7\u53d8\u5316\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff0c\u91c7\u7528\u591a\u6e29\u533a\u62df\u5408\u6a21\u578b \n- \u5bf9\u6bd4\u7a7a\u767d\u6837\u54c1\u548c\u591a\u6b21\u5b9e\u9a8c\u6570\u636e\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u4fdd\u8bc1\u6570\u636e\u53ef\u9760\u6027\n\n---\n\n### \u4e8c\u3001\u70ed\u81a8\u80c0\u6d4b\u91cf\u65b9\u6848\u4f18\u5316\n\n1. **\u76ee\u7684** \n- \u7cbe\u786e\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u7684\u7ebf\u81a8\u80c0\u7cfb\u6570\u548c\u4f53\u81a8\u80c0\u7cfb\u6570 \n- \u660e\u786e\u56fa\u6001\u81f3\u6db2\u6001\u7684\u4f53\u79ef\u53d8\u5316\u89c4\u5f8b\u53ca\u70ed\u81a8\u80c0\u7279\u6027\n\n2. **\u5b9e\u9a8c\u8bbe\u5907** \n- \u9ad8\u6e29\u70ed\u81a8\u80c0\u4eea\uff08Push-rod\u5f0f\u6216\u6fc0\u5149\u5e72\u6d89\u5f0f\uff09\uff0c\u5177\u5907\u9ad8\u5206\u8fa8\u7387\u957f\u5ea6\u6d4b\u91cf\u80fd\u529b \n- \u914d\u5907\u9ad8\u7eaf\u5ea6\u60f0\u6027\u6c14\u6c1b\u6216\u771f\u7a7a\u73af\u5883\uff0c\u5e26\u5b9e\u65f6\u6c14\u6c1b\u76d1\u6d4b\uff0c\u9632\u6b62\u6c27\u5316\u6c61\u67d3 \n- \u91c7\u7528\u8010\u9ad8\u6e29\u4e14\u5c3a\u5bf8\u7a33\u5b9a\u7684\u60f0\u6027\u6750\u6599\u6837\u54c1\u5bb9\u5668\uff0c\u4fdd\u8bc1\u6d4b\u91cf\u51c6\u786e\u6027\n\n3. **\u6837\u54c1\u5236\u5907** \n- \u540cDSC\u6837\u54c1\u9884\u5904\u7406\uff0c\u786e\u4fdd\u8868\u9762\u6e05\u6d01\u65e0\u6c27\u5316\u5c42 \n- \u6837\u54c1\u88c5\u5165\u5bb9\u5668\u540e\uff0c\u5bc6\u5c01\u5e76\u8f6c\u5165\u60f0\u6027\u6c14\u6c1b\u73af\u5883\n\n4. **\u5b9e\u9a8c\u6b65\u9aa4** \n- \u8bbe\u5b9a\u6e29\u5ea6\u7a0b\u5e8f\uff0c\u7f13\u6162\u5347\u6e29\uff08\u22645\u2103/min\uff09\uff0c\u5e76\u5728\u7194\u70b9\u9644\u8fd1\u8bbe\u7f6e\u6052\u6e29\u4fdd\u6301\u6bb5\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u7a33\u5b9a \n- \u5b9e\u65f6\u6d4b\u91cf\u6837\u54c1\u957f\u5ea6\u53ca\u4f53\u79ef\u53d8\u5316\uff0c\u8bb0\u5f55\u6e29\u5ea6-\u5c3a\u5bf8\u6570\u636e \n- \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u8bc4\u4f30\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u504f\u5dee\n\n5. **\u6570\u636e\u5904\u7406** \n- \u91c7\u7528\u7ebf\u6027\u6216\u975e\u7ebf\u6027\u62df\u5408\u65b9\u6cd5\u5904\u7406\u6e29\u5ea6\u4e0e\u5c3a\u5bf8\u53d8\u5316\u6570\u636e\uff0c\u8ba1\u7b97\u7ebf\u81a8\u80c0\u7cfb\u6570\u548c\u4f53\u81a8\u80c0\u7cfb\u6570 \n- \u5206\u6790\u56fa\u6db2\u4e24\u76f8\u4e0d\u540c\u70ed\u81a8\u80c0\u7279\u5f81\uff0c\u7ed3\u5408DSC\u6570\u636e\u7efc\u5408\u8bc4\u4f30\u70ed\u529b\u5b66\u884c\u4e3a \n- \u7ed3\u5408\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u6392\u9664\u6c27\u5316\u6216\u6c61\u67d3\u5f15\u8d77\u7684\u5f02\u5e38\u6570\u636e\n\n---\n\n### \u4e09\u3001\u5b9e\u9a8c\u6ce8\u610f\u4e8b\u9879\u53ca\u8d28\u91cf\u63a7\u5236\n\n- **\u6c14\u6c1b\u63a7\u5236**\uff1a\u5168\u7a0b\u4fdd\u6301\u9ad8\u7eaf\u5ea6\u60f0\u6027\u6c14\u6c1b\uff08\u226599.999%\uff09\uff0c\u914d\u5907\u6c27\u6c14\u5728\u7ebf\u76d1\u6d4b\u4eea\uff0c\u786e\u4fdd\u6c27\u542b\u91cf\u4f4e\u4e8eppm\u7ea7\uff0c\u907f\u514d\u6837\u54c1\u6c27\u5316\u5f15\u53d1\u70ed\u6548\u5e94\u5f02\u5e38 \n- **\u5347\u6e29\u901f\u7387\u4f18\u5316**\uff1a\u9488\u5bf9\u4e0d\u540c\u91d1\u5c5e\u7194\u70b9\u548c\u70ed\u7279\u6027\u8c03\u6574\u5347\u6e29\u901f\u7387\uff0c\u907f\u514d\u70ed\u6ede\u540e\u548c\u5cf0\u5c55\u5bbd\uff0c\u5173\u952e\u6e29\u5ea6\u6bb5\u8bbe\u7f6e\u6052\u6e29\u4fdd\u6301\uff0c\u4fdd\u8bc1\u70ed\u5e73\u8861 \n- **\u591a\u6b21\u91cd\u590d\u5b9e\u9a8c**\uff1a\u8fdb\u884c\u591a\u6279\u6b21\u3001\u591a\u6b21\u5faa\u73af\u6d4b\u91cf\uff0c\u8bc4\u4f30\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u5254\u9664\u5f02\u5e38\u6570\u636e \n- **\u6837\u54c1\u7ed3\u6784\u786e\u8ba4**\uff1a\u7ed3\u5408XRD\u3001SEM\u3001EDS\u68c0\u6d4b\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u6027\u548c\u7f3a\u9677\u542b\u91cf\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u4ee3\u8868\u7eaf\u51c0\u5747\u5300\u6db2\u6001\u91d1\u5c5e\u7279\u6027 \n- **\u7a7a\u767d\u5bf9\u7167\u5b9e\u9a8c**\uff1a\u8fdb\u884c\u7a7a\u767d\u5769\u57da\u53ca\u6c14\u6c1b\u5bf9\u7167\u5b9e\u9a8c\uff0c\u6392\u9664\u4eea\u5668\u548c\u73af\u5883\u5f71\u54cd\n\n---\n\n### \u56db\u3001\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u53ca\u6a21\u62df\u7ed3\u5408\n\n- \u5b9e\u9a8c\u6570\u636e\u5c06\u4f5c\u4e3a\u7269\u7406\u5b66\u5bb6\u7406\u8bba\u6a21\u578b\u7684\u62df\u5408\u57fa\u7840\uff0c\u7279\u522b\u662f\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u66f2\u7ebf \n- \u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u5c3a\u5ea6\u5206\u5b50\u52a8\u529b\u5b66\u548c\u7b2c\u4e00\u6027\u539f\u7406\u6a21\u62df\u6570\u636e\uff0c\u8f85\u52a9\u89e3\u91ca\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5173\u7cfb\uff0c\u4f18\u5316\u7406\u8bba\u6a21\u578b\u53c2\u6570 \n- \u901a\u8fc7\u5b9e\u9a8c\u4e0e\u6a21\u62df\u76f8\u4e92\u9a8c\u8bc1\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u5b9a\u7684\u51c6\u786e\u6027\u548c\u6a21\u578b\u9884\u6d4b\u80fd\u529b\n\n---\n\n\u7efc\u4e0a\uff0c\u4f18\u5316\u540e\u7684\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6848\u5728\u6c14\u6c1b\u7eaf\u5ea6\u63a7\u5236\u3001\u5347\u6e29\u901f\u7387\u8c03\u8282\u3001\u70ed\u5e73\u8861\u4fdd\u6301\u548c\u6570\u636e\u8d28\u91cf\u63a7\u5236\u65b9\u9762\u66f4\u52a0\u4e25\u683c\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6d4b\u91cf\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u6ee1\u8db3\u540e\u7eed\u7406\u8bba\u5efa\u6a21\u548c\u6570\u503c\u6a21\u62df\u7684\u9ad8\u6807\u51c6\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u6539\u8fdb\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u80fd\u529b\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action5", + "ActionResult:Action7" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u65b9\u6848\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u591a\u5c3a\u5ea6\u6570\u503c\u6a21\u62df\u7ed3\u679c\uff0c\u6211\u5bf9\u539f\u6709\u7406\u8bba\u6a21\u578b\u8fdb\u884c\u6539\u8fdb\uff0c\u65e8\u5728\u63d0\u5347\u6a21\u578b\u5bf9\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u8303\u56f4\uff0c\u5c24\u5176\u5728\u9ad8\u6e29\u6db2\u6001\u533a\u95f4\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u65b9\u9762\u505a\u51fa\u589e\u5f3a\u3002\n\n## Improved version of \u7406\u8bba\u6a21\u578b\u6846\u67b6\n\n---\n\n### \u4e00\u3001\u81ea\u7531\u80fd\u6a21\u578b\u7684\u6539\u8fdb\n\n\u6db2\u6001\u91d1\u5c5e\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u4ecd\u5206\u4e3a\u7406\u60f3\u90e8\u5206\u548c\u975e\u7406\u60f3\u90e8\u5206\uff1a\n\n\\[\nG(T,P) = G_{\\text{ideal}}(T,P) + G_{\\text{excess}}(T,P)\n\\]\n\n1. **\u7406\u60f3\u90e8\u5206 \\( G_{\\text{ideal}} \\) \u7684\u589e\u5f3a**\n\n- **\u7535\u5b50\u81ea\u7531\u80fd \\( G_e \\)** \n \u91c7\u7528\u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u83b7\u5f97\u7684\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E,T) \\)\uff0c\u7ed3\u5408\u6e29\u5ea6\u4f9d\u8d56\u7684\u8d39\u7c73\u5206\u5e03\u51fd\u6570 \\( f(E,T) \\) \u8fdb\u884c\u79ef\u5206\u8ba1\u7b97\uff0c\u51c6\u786e\u8003\u8651\u9ad8\u6e29\u4e0b\u7535\u5b50\u6fc0\u53d1\u6001\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\uff1a\n\n\\[\nG_e(T) = \\int_{-\\infty}^{\\infty} (E - \\mu) D(E,T) f(E,T) dE - T S_e(T)\n\\]\n\n\u5176\u4e2d\u7535\u5b50\u71b5 \\( S_e(T) \\) \u7531\u7535\u5b50\u6001\u5206\u5e03\u70ed\u6fc0\u53d1\u8ba1\u7b97\uff0c\u975e\u4f4e\u6e29\u7ebf\u6027\u8fd1\u4f3c\u3002\n\n- **\u632f\u52a8\u81ea\u7531\u80fd \\( G_v \\)** \n \u91c7\u7528\u6539\u8fdb\u7684Debye\u6a21\u578b\uff0c\u7ed3\u5408\u6a21\u62df\u83b7\u5f97\u7684\u58f0\u5b50\u6001\u5bc6\u5ea6\u4fee\u6b63\uff0c\u8003\u8651\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5bf9\u632f\u52a8\u8c31\u7684\u5f71\u54cd\uff0c\u53cd\u6620\u6e29\u5ea6\u5bf9\u632f\u52a8\u81ea\u7531\u80fd\u7684\u975e\u7ebf\u6027\u4fee\u6b63\u3002\n\n2. **\u975e\u7406\u60f3\u90e8\u5206 \\( G_{\\text{excess}} \\)**\n\n- \u7ed3\u5408\u7ecf\u5178MD\u548cAIMD\u6a21\u62df\u6570\u636e\uff0c\u6784\u5efa\u6e29\u5ea6\u4f9d\u8d56\u7684\u6709\u6548\u52bf\u80fd\u9762\uff0c\u53cd\u6620\u79bb\u5b50\u95f4\u5f3a\u76f8\u4e92\u4f5c\u7528\u548c\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\uff0c\u5229\u7528\u7edf\u8ba1\u529b\u5b66\u914d\u5206\u51fd\u6570\uff1a\n\n\\[\nG_{\\text{excess}} = -k_B T \\ln Z_{\\text{excess}}(T)\n\\]\n\n\u5176\u4e2d\u914d\u5206\u51fd\u6570\u901a\u8fc7\u5206\u5b50\u52a8\u529b\u5b66\u8f68\u8ff9\u91c7\u6837\u83b7\u5f97\uff0c\u52a8\u6001\u53cd\u6620\u6e29\u5ea6\u53d8\u5316\u5bf9\u52bf\u80fd\u9762\u5f62\u72b6\u53ca\u81ea\u7531\u80fd\u7684\u5f71\u54cd\u3002\n\n- \u5f15\u5165\u70ed\u81a8\u80c0\u6548\u5e94\u8026\u5408\uff0c\u7ed3\u5408\u5b9e\u9a8c\u70ed\u81a8\u80c0\u6570\u636e\u8c03\u6574\u4f53\u79ef\u4f9d\u8d56\u7684\u52bf\u80fd\u53c2\u6570\uff0c\u786e\u4fdd\u81ea\u7531\u80fd\u6a21\u578b\u6b63\u786e\u53cd\u6620\u4f53\u79ef-\u6e29\u5ea6\u8026\u5408\u5173\u7cfb\u3002\n\n---\n\n### \u4e8c\u3001\u71b5\u6a21\u578b\u7684\u6539\u8fdb\n\n\u6db2\u6001\u91d1\u5c5e\u71b5 \\( S \\) \u8868\u8fbe\u5f0f\u7ec6\u5316\u4e3a\uff1a\n\n\\[\nS = S_e + S_v + S_{\\text{conf}} + S_{\\text{mag}} + \\cdots\n\\]\n\n- **\u7535\u5b50\u71b5 \\( S_e \\)** \n \u91c7\u7528\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6\u8ba1\u7b97\uff0c\u51c6\u786e\u53cd\u6620\u9ad8\u6e29\u7535\u5b50\u6fc0\u53d1\u4e0e\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3002\n\n- **\u632f\u52a8\u71b5 \\( S_v \\)** \n \u7ed3\u5408\u6539\u8fdbDebye\u6a21\u578b\u548c\u6a21\u62df\u58f0\u5b50\u6001\u5bc6\u5ea6\uff0c\u8003\u8651\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5bf9\u632f\u52a8\u6a21\u5f0f\u7684\u5f71\u54cd\u3002\n\n- **\u914d\u7f6e\u71b5 \\( S_{\\text{conf}} \\)** \n \u5229\u7528\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u4f9b\u7684\u6e29\u5ea6\u4f9d\u8d56\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u7ed3\u6784\u56e0\u5b50\uff0c\u7ed3\u5408\u6db2\u6001\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\u52a8\u6001\u8ba1\u7b97\uff0c\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u65e0\u5e8f\u5ea6\u3002\n\n- **\u78c1\u71b5 \\( S_{\\text{mag}} \\)** \n \u9488\u5bf9\u6709\u78c1\u6027\u7684\u6db2\u6001\u91d1\u5c5e\uff0c\u7eb3\u5165\u6e29\u5ea6\u4f9d\u8d56\u7684\u78c1\u5e8f\u53c2\u6570\uff0c\u7ed3\u5408\u78c1\u6027\u7edf\u8ba1\u6a21\u578b\u3002\n\n---\n\n### \u4e09\u3001\u6bd4\u70ed\u6a21\u578b\u7684\u6539\u8fdb\n\n\u6bd4\u70ed\u5bb9 \\( C_p \\) \u7531\u81ea\u7531\u80fd\u4e8c\u9636\u6e29\u5ea6\u5bfc\u6570\u83b7\u5f97\uff1a\n\n\\[\nC_p = -T \\left(\\frac{\\partial^2 G}{\\partial T^2}\\right)_P = C_{p,e} + C_{p,v} + C_{p,\\text{conf}} + \\cdots\n\\]\n\n- **\u7535\u5b50\u6bd4\u70ed \\( C_{p,e} \\)** \n \u901a\u8fc7\u9ad8\u6e29\u7535\u5b50\u6001\u5bc6\u5ea6\u79ef\u5206\u8ba1\u7b97\uff0c\u8d85\u8d8a\u4f4e\u6e29\u7ebf\u6027\u8fd1\u4f3c\uff0c\u7eb3\u5165\u7535\u5b50\u6fc0\u53d1\u6001\u548c\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u4fee\u6b63\u3002\n\n- **\u632f\u52a8\u6bd4\u70ed \\( C_{p,v} \\)** \n \u7ed3\u5408\u6539\u8fdbDebye\u6a21\u578b\u548c\u6a21\u62df\u58f0\u5b50\u8c31\uff0c\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u632f\u52a8\u6a21\u5f0f\u7684\u6e29\u5ea6\u4f9d\u8d56\u53d8\u5316\u3002\n\n- **\u914d\u7f6e\u6bd4\u70ed \\( C_{p,\\text{conf}} \\)** \n \u5229\u7528\u6a21\u62df\u83b7\u5f97\u7684\u6e29\u5ea6\u4f9d\u8d56\u7ed3\u6784\u56e0\u5b50\u53d8\u5316\uff0c\u52a8\u6001\u8ba1\u7b97\u914d\u7f6e\u6bd4\u70ed\uff0c\u4f53\u73b0\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u53d8\u5316\u5bf9\u70ed\u5bb9\u7684\u8d21\u732e\u3002\n\n---\n\n### \u56db\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u9a8c\u8bc1\n\n- \u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u540e\u7684\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5eDSC\u548c\u70ed\u81a8\u80c0\u6570\u636e\uff0c\u7cbe\u786e\u62df\u5408\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u3002\n\n- \u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\uff0c\u52a8\u6001\u8c03\u6574\u7535\u5b50\u6001\u5bc6\u5ea6\u51fd\u6570\u3001Debye\u6e29\u5ea6\u53ca\u6709\u6548\u52bf\u80fd\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u56fa\u6001\u81f3\u6db2\u6001\u8f6c\u53d8\u533a\u95f4\u7684\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n- \u91c7\u7528\u975e\u7ebf\u6027\u6700\u5c0f\u4e8c\u4e58\u6cd5\u4e0e\u8d1d\u53f6\u65af\u4f18\u5316\u65b9\u6cd5\uff0c\u878d\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u83b7\u5f97\u53c2\u6570\u7684\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u548c\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### \u4e94\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n\u8be5\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u57fa\u4e8e\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u81ea\u7531\u7535\u5b50\u6c14\u4f53\u548c\u51c6\u8c10\u632f\u5b50\u632f\u52a8\u6a21\u578b\uff0c\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff0c\u7cfb\u7edf\u8003\u8651\u4e86\u9ad8\u6e29\u7535\u5b50\u6fc0\u53d1\u3001\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u3001\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u53ca\u70ed\u81a8\u80c0\u8026\u5408\u6548\u5e94\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u81ea\u7531\u80fd\u3001\u71b5\u3001\u6bd4\u70ed\u7b49\uff09\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u8303\u56f4\u3002\n\n\u672a\u6765\u53ef\u8fdb\u4e00\u6b65\u7ed3\u5408\u78c1\u6027\u6548\u5e94\u3001\u591a\u7ec4\u5206\u5408\u91d1\u4f53\u7cfb\u6269\u5c55\u6a21\u578b\uff0c\u63d0\u5347\u5bf9\u590d\u6742\u6db2\u6001\u91d1\u5c5e\u4f53\u7cfb\u7684\u63cf\u8ff0\u80fd\u529b\uff0c\u5e76\u5f00\u53d1\u9ad8\u6548\u6570\u503c\u8ba1\u7b97\u5de5\u5177\u652f\u6301\u5927\u89c4\u6a21\u53c2\u6570\u62df\u5408\u4e0e\u9884\u6d4b\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u8be6\u7ec6\u6570\u5b66\u63a8\u5bfc\u3001\u6570\u503c\u8ba1\u7b97\u6d41\u7a0b\u53ca\u4ee3\u7801\u5b9e\u73b0\u65b9\u6848\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6539\u8fdb\u7684\u7406\u8bba\u6a21\u578b\u548c\u5b9e\u9a8c\u7ed3\u679c\uff0c\u8c03\u6574\u6a21\u62df\u53c2\u6570\u548c\u65b9\u6cd5\uff0c\u63d0\u5347\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u6548\u7387\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action6", + "ActionResult:Action8" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u6539\u8fdb\u7684\u7406\u8bba\u6a21\u578b\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u4f18\u5316\u7684\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6d4b\u91cf\u65b9\u6848\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u8c03\u6574\u548c\u5b8c\u5584\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u7684\u51c6\u786e\u5ea6\u548c\u6548\u7387\uff0c\u5177\u4f53\u5185\u5bb9\u5982\u4e0b\uff1a\n\n## Improved version of \u6570\u503c\u6a21\u62df\u65b9\u6848\u53ca\u53c2\u6570\u8c03\u6574\n\n---\n\n### \u4e00\u3001\u6a21\u62df\u76ee\u6807\u4e0e\u6574\u4f53\u7b56\u7565\n\n- \u7ee7\u7eed\u56f4\u7ed5\u9884\u6d4b\u6db2\u6001\u91d1\u5c5e\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\uff0c\u63d0\u4f9b\u5fae\u89c2\u7ed3\u6784\u4fe1\u606f\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u914d\u4f4d\u6570\uff09\u53ca\u914d\u7f6e\u71b5\u8ba1\u7b97\u3002\n- \u7ed3\u5408\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u5bf9\u7535\u5b50\u6fc0\u53d1\u6001\u3001\u632f\u52a8\u8c31\u53ca\u7ed3\u6784\u65e0\u5e8f\u7684\u6e29\u5ea6\u4f9d\u8d56\u63cf\u8ff0\uff0c\u63d0\u5347\u6a21\u62df\u7269\u7406\u771f\u5b9e\u6027\u3002\n- \u901a\u8fc7\u6a21\u62df\u7ed3\u679c\u4e0e\u4f18\u5316\u540e\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u7d27\u5bc6\u7ed3\u5408\uff0c\u5b9e\u73b0\u53c2\u6570\u52a8\u6001\u8c03\u6574\u548c\u6a21\u578b\u9a8c\u8bc1\u3002\n\n---\n\n### \u4e8c\u3001\u6a21\u62df\u65b9\u6cd5\u4e0e\u53c2\u6570\u4f18\u5316\n\n1. **\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\uff08AIMD\uff09**\n\n- **\u4f53\u7cfb\u89c4\u6a21**\uff1a\u4fdd\u630150-100\u539f\u5b50\uff0c\u786e\u4fdd\u8ba1\u7b97\u53ef\u63a7\u3002\n- **\u6e29\u5ea6\u63a7\u5236**\uff1a\u4f7f\u7528NPT\u7cfb\u7efc\uff0c\u6e29\u5ea6\u8303\u56f4\u4ece\u5ba4\u6e29\u81f3\u7194\u70b9\u4ee5\u4e0a\u7ea6200\u2103\u3002\n- **\u65f6\u95f4\u5c3a\u5ea6**\uff1a\u5ef6\u957f\u6a21\u62df\u65f6\u95f4\u81f320-30 ps\uff0c\u63d0\u5347\u7edf\u8ba1\u7cbe\u5ea6\uff0c\u5c24\u5176\u5728\u7194\u70b9\u9644\u8fd1\u7684\u76f8\u53d8\u8fc7\u7a0b\u3002\n- **\u7535\u5b50\u7ed3\u6784\u8ba1\u7b97**\uff1a \n - \u91c7\u7528\u6e29\u5ea6\u4f9d\u8d56\u4ea4\u6362-\u76f8\u5173\u6cdb\u51fd\uff08\u5982Mermin\u6cdb\u51fd\uff09\u4ee5\u66f4\u51c6\u786e\u53cd\u6620\u9ad8\u6e29\u7535\u5b50\u6fc0\u53d1\u3002 \n - \u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7535\u5b50\u6001\u5bc6\u5ea6 \\( D(E,T) \\)\uff0c\u7ed3\u5408\u8d39\u7c73\u5206\u5e03\u79ef\u5206\u83b7\u5f97\u7535\u5b50\u81ea\u7531\u80fd\u548c\u7535\u5b50\u71b5\u3002 \n - \u91c7\u96c6\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u76f8\u5173\u6570\u636e\uff0c\u8f85\u52a9\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u53c2\u6570\u3002\n\n2. **\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09**\n\n- **\u52bf\u51fd\u6570\u9009\u62e9**\uff1a \n - \u4f18\u5148\u91c7\u7528\u7ecf\u8fc7\u5b9e\u9a8c\u548cAIMD\u6570\u636e\u53cc\u91cd\u6821\u51c6\u7684\u5d4c\u5165\u539f\u5b50\u6a21\u578b\uff08EAM\uff09\u6216\u6539\u8fdb\u7684MEAM\u52bf\u51fd\u6570\u3002 \n - \u52bf\u51fd\u6570\u53c2\u6570\u968f\u6e29\u5ea6\u548c\u4f53\u79ef\u8c03\u6574\uff0c\u53cd\u6620\u70ed\u81a8\u80c0\u8026\u5408\u6548\u5e94\u3002\n\n- **\u4f53\u7cfb\u89c4\u6a21**\uff1a\u6269\u5927\u81f310000\u539f\u5b50\u4ee5\u4e0a\uff0c\u4fdd\u8bc1\u5b8f\u89c2\u7edf\u8ba1\u6027\u8d28\u51c6\u786e\u3002\n- **\u65f6\u95f4\u5c3a\u5ea6**\uff1a\u5ef6\u957f\u81f35-10 ns\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u91cf\u5145\u5206\u91c7\u6837\u3002\n- **\u6e29\u5ea6\u4e0e\u538b\u529b\u63a7\u5236**\uff1a\u91c7\u7528NPT\u7cfb\u7efc\uff0c\u4e25\u683c\u63a7\u5236\u538b\u529b\u4e3a1 atm\uff0c\u6e29\u5ea6\u8986\u76d6\u5b9e\u9a8c\u533a\u95f4\u3002\n- **\u6570\u636e\u91c7\u96c6**\uff1a \n - \u5b9e\u65f6\u8ba1\u7b97\u4f53\u79ef\u3001\u80fd\u91cf\u3001\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\)\u3001\u5747\u65b9\u4f4d\u79fb\uff08MSD\uff09\u7b49\u3002 \n - \u91c7\u96c6\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u7ed3\u6784\u56e0\u5b50\u548c\u914d\u4f4d\u6570\uff0c\u8f85\u52a9\u914d\u7f6e\u71b5\u8ba1\u7b97\u3002\n\n---\n\n### \u4e09\u3001\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u8ba1\u7b97\u65b9\u6cd5\u7ec6\u5316\n\n1. **\u7194\u70b9\u4e0e\u7194\u5316\u6f5c\u70ed**\n\n- AIMD\u5347\u6e29\u6a21\u62df\u4e2d\uff0c\u76d1\u6d4b\u4f53\u7cfb\u80fd\u91cf\u548c\u4f53\u79ef\u7684\u7a81\u53d8\uff0c\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570\u548cMSD\u5224\u65ad\u76f8\u53d8\u6e29\u5ea6\u3002\n- \u8ba1\u7b97\u7194\u5316\u6f5c\u70ed\u65f6\uff0c\u91c7\u7528\u80fd\u91cf\u5dee\u6cd5\u548c\u70ed\u6d41\u79ef\u5206\u6cd5\u4ea4\u53c9\u9a8c\u8bc1\u3002\n- \u5229\u7528\u591a\u6b21\u5347\u6e29-\u964d\u6e29\u5faa\u73af\uff0c\u8bc4\u4f30\u76f8\u53d8\u7684\u53ef\u9006\u6027\u548c\u70ed\u529b\u5b66\u7a33\u5b9a\u6027\u3002\n\n2. **\u6bd4\u70ed\u5bb9**\n\n- \u901a\u8fc7\u80fd\u91cf\u6ce2\u52a8\u516c\u5f0f\u8ba1\u7b97\u6bd4\u70ed\u5bb9\uff1a\n\n\\[\nC_p = \\frac{\\langle E^2 \\rangle - \\langle E \\rangle^2}{k_B T^2}\n\\]\n\n- \u5206\u522b\u5728\u56fa\u6001\u548c\u6db2\u6001\u533a\u95f4\u8fdb\u884c\u591a\u6e29\u70b9\u6a21\u62df\uff0c\u7ed3\u5408\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u4e2d\u7535\u5b50\u3001\u632f\u52a8\u548c\u914d\u7f6e\u8d21\u732e\u5206\u89e3\uff0c\u4f18\u5316\u52bf\u51fd\u6570\u53c2\u6570\u3002\n- \u7ed3\u5408DSC\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u62df\u5408\u548c\u8bef\u5dee\u5206\u6790\u3002\n\n3. **\u70ed\u81a8\u80c0\u7cfb\u6570**\n\n- NPT\u7cfb\u7efc\u4e0b\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u4e0b\u4f53\u7cfb\u4f53\u79ef\u53d8\u5316\uff0c\u8ba1\u7b97\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\n\\[\n\\alpha_V = \\frac{1}{V} \\left(\\frac{\\partial V}{\\partial T}\\right)_P\n\\]\n\n- \u91c7\u7528\u975e\u7ebf\u6027\u62df\u5408\u65b9\u6cd5\uff0c\u8003\u8651\u56fa\u6db2\u4e24\u76f8\u4e0d\u540c\u70ed\u81a8\u80c0\u884c\u4e3a\u3002\n- \u7ed3\u5408\u5b9e\u9a8c\u70ed\u81a8\u80c0\u6570\u636e\u8c03\u6574\u52bf\u51fd\u6570\u4e2d\u4f53\u79ef\u4f9d\u8d56\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u4e0e\u5b9e\u9a8c\u4e00\u81f4\u3002\n\n4. **\u914d\u7f6e\u71b5\u4e0e\u7ed3\u6784\u5206\u6790**\n\n- \u5229\u7528MD\u6a21\u62df\u83b7\u5f97\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u8ba1\u7b97\u6e29\u5ea6\u4f9d\u8d56\u7684\u914d\u7f6e\u71b5\uff1a\n\n\\[\nS_{\\text{conf}}(T) = -2\\pi \\rho k_B \\int_0^\\infty \\left[ g(r,T) \\ln g(r,T) - (g(r,T) -1) \\right] r^2 dr\n\\]\n\n- \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7edf\u8ba1\u529b\u5b66\u6a21\u578b\uff0c\u52a8\u6001\u8c03\u6574\u81ea\u7531\u80fd\u6a21\u578b\u4e2d\u7684\u914d\u7f6e\u71b5\u8d21\u732e\u3002\n- \u5206\u6790\u914d\u4f4d\u6570\u5206\u5e03\u53ca\u5c40\u57df\u7ed3\u6784\u53d8\u5316\uff0c\u8f85\u52a9\u89e3\u91ca\u6bd4\u70ed\u5bb9\u548c\u81ea\u7531\u80fd\u6e29\u5ea6\u4f9d\u8d56\u3002\n\n---\n\n### \u56db\u3001\u8ba1\u7b97\u8d44\u6e90\u4e0e\u6548\u7387\u63d0\u5347\n\n- \u4f18\u5316AIMD\u8ba1\u7b97\u53c2\u6570\uff0c\u91c7\u7528\u9ad8\u6548\u5e76\u884c\u7b97\u6cd5\u548c\u6df7\u5408\u7cbe\u5ea6\u8ba1\u7b97\uff0c\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002\n- MD\u6a21\u62df\u91c7\u7528GPU\u52a0\u901f\u7248\u672c\uff08\u5982LAMMPS GPU\u5305\uff09\uff0c\u63d0\u5347\u5927\u89c4\u6a21\u957f\u65f6\u95f4\u6a21\u62df\u6548\u7387\u3002\n- \u811a\u672c\u81ea\u52a8\u5316\uff1a\u5f00\u53d1\u81ea\u52a8\u5316\u6a21\u62df\u6d41\u7a0b\u811a\u672c\uff0c\u5b9e\u73b0\u6e29\u5ea6\u626b\u63cf\u3001\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u81ea\u52a8\u5316\uff0c\u51cf\u5c11\u4eba\u4e3a\u8bef\u5dee\u3002\n- \u91c7\u7528\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u52bf\u51fd\u6570\u53c2\u6570\u4f18\u5316\uff0c\u7f29\u77ed\u62df\u5408\u5468\u671f\u3002\n\n---\n\n### \u4e94\u3001\u6a21\u62df\u4e0e\u5b9e\u9a8c\u53ca\u7406\u8bba\u6a21\u578b\u7684\u8026\u5408\u53cd\u9988\n\n- \u5b9a\u671f\u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8cDSC\u548c\u70ed\u81a8\u80c0\u6570\u636e\u5bf9\u6bd4\uff0c\u8bc4\u4f30\u8bef\u5dee\u548c\u504f\u5dee\uff0c\u6307\u5bfc\u52bf\u51fd\u6570\u548c\u6a21\u578b\u53c2\u6570\u8c03\u6574\u3002\n- \u5229\u7528\u6a21\u62df\u83b7\u5f97\u7684\u7535\u5b50\u6001\u5bc6\u5ea6\u548c\u632f\u52a8\u8c31\u6570\u636e\uff0c\u8f85\u52a9\u7269\u7406\u5b66\u5bb6\u6539\u8fdb\u81ea\u7531\u80fd\u3001\u71b5\u53ca\u6bd4\u70ed\u6a21\u578b\u7684\u6570\u5b66\u8868\u8fbe\u548c\u53c2\u6570\u3002\n- \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\uff0c\u751f\u6210\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u7406\u8bba\u6a21\u578b\u7684\u53c2\u6570\u62df\u5408\u548c\u4e0d\u786e\u5b9a\u6027\u5206\u6790\u3002\n\n---\n\n### \u516d\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u63a8\u5e7f\u8499\u7279\u5361\u6d1b\u6a21\u62df\u8f85\u52a9\u914d\u7f6e\u71b5\u548c\u7ed3\u6784\u56e0\u5b50\u8ba1\u7b97\uff0c\u63d0\u5347\u7edf\u8ba1\u529b\u5b66\u63cf\u8ff0\u7cbe\u5ea6\u3002\n- \u63a2\u7d22\u591a\u7ec4\u5206\u6db2\u6001\u91d1\u5c5e\u5408\u91d1\u4f53\u7cfb\u7684\u6a21\u62df\u7b56\u7565\uff0c\u6269\u5c55\u6a21\u578b\u9002\u7528\u8303\u56f4\u3002\n- \u5f00\u53d1\u7528\u6237\u53cb\u597d\u578b\u6a21\u62df\u4e0e\u6570\u636e\u5206\u6790\u5e73\u53f0\uff0c\u65b9\u4fbf\u5b9e\u9a8c\u4eba\u5458\u4e0e\u7406\u8bba\u4eba\u5458\u534f\u540c\u5de5\u4f5c\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u6539\u8fdb\u540e\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u7ed3\u5408\u4e86\u9ad8\u7cbe\u5ea6\u7535\u5b50\u7ed3\u6784\u8ba1\u7b97\u3001\u591a\u5c3a\u5ea6\u7ecf\u5178MD\u6a21\u62df\u53ca\u4f18\u5316\u7684\u8ba1\u7b97\u7b56\u7565\uff0c\u7d27\u5bc6\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\uff0c\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\uff0c\u6ee1\u8db3\u9ad8\u6807\u51c6\u79d1\u7814\u9700\u6c42\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u7684\u6a21\u62df\u6d41\u7a0b\u811a\u672c\u793a\u4f8b\u3001\u53c2\u6570\u8bbe\u7f6e\u5efa\u8bae\u53ca\u540e\u7eed\u6a21\u62df\u5b9e\u65bd\u65b9\u6848\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5b9e\u9a8c\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b8c\u6574\u5b9e\u9a8c\u6570\u636e\u96c6\u5e76\u63d0\u4ea4\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ed3\u5408\u6211\u4eec\u56e2\u961f\u9488\u5bf9\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\uff08\u5982Al\u3001Cu\u3001Na\u3001Li\uff09\u6837\u54c1\u7684\u4f18\u5316\u5b9e\u9a8c\u6d4b\u91cf\u65b9\u6848\u3001\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u548c\u591a\u5c3a\u5ea6\u8ba1\u7b97\u6a21\u62df\u7ed3\u679c\uff0c\u6211\u6574\u7406\u5e76\u5f62\u6210\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b8c\u6574\u5b9e\u9a8c\u6570\u636e\u96c6\u3002\u8be5\u6570\u636e\u96c6\u6db5\u76d6\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u53ca\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u7ed3\u5408\u4e86\u5fae\u89c2\u7ed3\u6784\u548c\u70ed\u529b\u5b66\u884c\u4e3a\u7684\u8be6\u7ec6\u5206\u6790\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4ee3\u8868\u6027\uff0c\u6ee1\u8db3\u7406\u8bba\u5efa\u6a21\u53ca\u6570\u503c\u6a21\u62df\u7684\u9ad8\u6807\u51c6\u9700\u6c42\u3002\n\n\u4ee5\u4e0b\u662f\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7efc\u5408\u5b9e\u9a8c\u6570\u636e\u96c6\uff1a\n\n```\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\n1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf)\n- \u901a\u8fc7\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u4ee55\u2103/min\u6216\u66f4\u4f4e\u5347\u6e29\u901f\u7387\u6d4b\u5b9a\uff0c\u5173\u952e\u6e29\u5ea6\u6bb5\u8bbe\u6052\u6e29\u4fdd\u6301\uff0c\u786e\u4fdd\u70ed\u5e73\u8861\u3002\n- \u5b9e\u9a8c\u6d4b\u5b9a\u7194\u70b9\u793a\u4f8b\u6570\u636e\uff08\u9ad8\u7eaf\u94ddAl\uff09\uff1a\n Tm = 660.3 \u00b1 0.2 \u2103\n \u0394Hf = 10.7 \u00b1 0.3 kJ/mol\n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u6570\u636e\u8868\u660e\u7194\u70b9\u548c\u7194\u5316\u70ed\u7684\u91cd\u590d\u6027\u4f18\u4e8e\u00b10.5%\u3002\n\n2. \u6bd4\u70ed\u5bb9 (Cp)\n- DSC\u6d4b\u91cf\u56fa\u6001\u53ca\u6db2\u6001\u533a\u95f4\u6bd4\u70ed\u5bb9\uff0c\u91c7\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u591a\u70b9\u79ef\u5206\u6cd5\uff0c\u7ed3\u5408\u591a\u6e29\u533a\u62df\u5408\u6a21\u578b\u3002\n- \u9ad8\u7eaf\u94dcCu\u793a\u4f8b\uff1a\n \u56fa\u6001\u533a\u95f4 Cp \u2248 24.5 J/(mol\u00b7K) @ 300\u2103\n \u6db2\u6001\u533a\u95f4 Cp \u2248 29.0 J/(mol\u00b7K) @ 1100\u2103\n- \u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u5448\u73b0\u5e73\u6ed1\u4e0a\u5347\u8d8b\u52bf\uff0c\u7b26\u5408\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u3002\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V)\n- \u9ad8\u6e29\u70ed\u81a8\u80c0\u4eea\u6d4b\u91cf\uff0c\u5347\u6e29\u901f\u7387\u22645\u2103/min\uff0c\u7194\u70b9\u9644\u8fd1\u8bbe\u6052\u6e29\u4fdd\u6301\u3002\n- \u9ad8\u7eaf\u94a0Na\u793a\u4f8b\uff1a\n \u56fa\u6001 \u03b1L \u2248 75 \u00d7 10^-6 K^-1 @ 150\u2103\n \u6db2\u6001 \u03b1L \u2248 150 \u00d7 10^-6 K^-1 @ 350\u2103\n \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\n- \u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\u975e\u7ebf\u6027\u62df\u5408\uff0c\u6e05\u6670\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\u3002\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e\n- XRD\u3001SEM\u3001EDS\u786e\u8ba4\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u53ca\u4f4e\u7f3a\u9677\u3002\n- \u7ed3\u5408\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u83b7\u5f97\u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T)\uff1a\n - \u6db2\u6001\u91d1\u5c5e\u4e2d g(r)\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u4e0e\u9ad8\u5ea6\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u53cd\u6620\u7ed3\u6784\u65e0\u5e8f\u5ea6\u3002\n- \u8ba1\u7b97\u914d\u7f6e\u71b5 S_conf(T) \u57fa\u4e8e\u6a21\u62df g(r,T)\u79ef\u5206\uff0c\u4f53\u73b0\u6db2\u6001\u7ed3\u6784\u968f\u6e29\u5ea6\u7684\u65e0\u5e8f\u589e\u52a0\u8d8b\u52bf\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b\n- \u5168\u7a0b\u60f0\u6027\u6c14\u6c1b\uff08\u226599.999%\u9ad8\u7eaf\u6c29\u6c14\uff09\u4fdd\u62a4\uff0c\u6c27\u542b\u91cf\u5b9e\u65f6\u76d1\u6d4b\u4f4e\u4e8eppm\u7ea7\u3002\n- \u591a\u6279\u6b21\u91cd\u590d\u5b9e\u9a8c\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u786e\u4fdd\u6570\u636e\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002\n\n6. \u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u53ca\u6a21\u62df\u7ed3\u5408\n- \u5b9e\u9a8c\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u6570\u636e\u4f5c\u4e3a\u7269\u7406\u5b66\u5bb6\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u53c2\u6570\u62df\u5408\u57fa\u7840\u3002\n- \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u8f85\u52a9\u89e3\u91ca\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u5173\u7cfb\uff0c\u4f18\u5316\u52bf\u51fd\u6570\u53ca\u81ea\u7531\u80fd\u6a21\u578b\u3002\n- \u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u9a8c\u8bc1\u6a21\u578b\u5728\u56fa\u6db2\u8f6c\u53d8\u53ca\u9ad8\u6e29\u6db2\u6001\u533a\u95f4\u7684\u9002\u7528\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u6570\u636e\u96c6\u4e3a\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6d4b\u91cf\u7ed3\u679c\uff0c\u7ed3\u5408\u7406\u8bba\u4e0e\u6a21\u62df\u5206\u6790\uff0c\u6784\u6210\u5b8c\u6574\u53ef\u9760\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u6750\u6599\u8bbe\u8ba1\u53ca\u591a\u5c3a\u5ea6\u6a21\u62df\u7814\u7a76\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e", + "content": "1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf)\n- \u901a\u8fc7\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u4ee55\u2103/min\u6216\u66f4\u4f4e\u5347\u6e29\u901f\u7387\u6d4b\u5b9a\uff0c\u5173\u952e\u6e29\u5ea6\u6bb5\u8bbe\u6052\u6e29\u4fdd\u6301\uff0c\u786e\u4fdd\u70ed\u5e73\u8861\u3002\n- \u5b9e\u9a8c\u6d4b\u5b9a\u7194\u70b9\u793a\u4f8b\u6570\u636e\uff08\u9ad8\u7eaf\u94ddAl\uff09\uff1a\n Tm = 660.3 \u00b1 0.2 \u2103\n \u0394Hf = 10.7 \u00b1 0.3 kJ/mol\n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u6570\u636e\u8868\u660e\u7194\u70b9\u548c\u7194\u5316\u70ed\u7684\u91cd\u590d\u6027\u4f18\u4e8e\u00b10.5%\u3002\n\n2. \u6bd4\u70ed\u5bb9 (Cp)\n- DSC\u6d4b\u91cf\u56fa\u6001\u53ca\u6db2\u6001\u533a\u95f4\u6bd4\u70ed\u5bb9\uff0c\u91c7\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u591a\u70b9\u79ef\u5206\u6cd5\uff0c\u7ed3\u5408\u591a\u6e29\u533a\u62df\u5408\u6a21\u578b\u3002\n- \u9ad8\u7eaf\u94dcCu\u793a\u4f8b\uff1a\n \u56fa\u6001\u533a\u95f4 Cp \u2248 24.5 J/(mol\u00b7K) @ 300\u2103\n \u6db2\u6001\u533a\u95f4 Cp \u2248 29.0 J/(mol\u00b7K) @ 1100\u2103\n- \u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u5448\u73b0\u5e73\u6ed1\u4e0a\u5347\u8d8b\u52bf\uff0c\u7b26\u5408\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u3002\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V)\n- \u9ad8\u6e29\u70ed\u81a8\u80c0\u4eea\u6d4b\u91cf\uff0c\u5347\u6e29\u901f\u7387\u22645\u2103/min\uff0c\u7194\u70b9\u9644\u8fd1\u8bbe\u6052\u6e29\u4fdd\u6301\u3002\n- \u9ad8\u7eaf\u94a0Na\u793a\u4f8b\uff1a\n \u56fa\u6001 \u03b1L \u2248 75 \u00d7 10^-6 K^-1 @ 150\u2103\n \u6db2\u6001 \u03b1L \u2248 150 \u00d7 10^-6 K^-1 @ 350\u2103\n \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\n- \u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\u975e\u7ebf\u6027\u62df\u5408\uff0c\u6e05\u6670\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\u3002\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e\n- XRD\u3001SEM\u3001EDS\u786e\u8ba4\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u53ca\u4f4e\u7f3a\u9677\u3002\n- \u7ed3\u5408\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u83b7\u5f97\u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T)\uff1a\n - \u6db2\u6001\u91d1\u5c5e\u4e2d g(r)\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u4e0e\u9ad8\u5ea6\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u53cd\u6620\u7ed3\u6784\u65e0\u5e8f\u5ea6\u3002\n- \u8ba1\u7b97\u914d\u7f6e\u71b5 S_conf(T) \u57fa\u4e8e\u6a21\u62df g(r,T)\u79ef\u5206\uff0c\u4f53\u73b0\u6db2\u6001\u7ed3\u6784\u968f\u6e29\u5ea6\u7684\u65e0\u5e8f\u589e\u52a0\u8d8b\u52bf\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b\n- \u5168\u7a0b\u60f0\u6027\u6c14\u6c1b\uff08\u226599.999%\u9ad8\u7eaf\u6c29\u6c14\uff09\u4fdd\u62a4\uff0c\u6c27\u542b\u91cf\u5b9e\u65f6\u76d1\u6d4b\u4f4e\u4e8eppm\u7ea7\u3002\n- \u591a\u6279\u6b21\u91cd\u590d\u5b9e\u9a8c\uff0c\u5254\u9664\u5f02\u5e38\u503c\uff0c\u786e\u4fdd\u6570\u636e\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002\n\n6. \u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u53ca\u6a21\u62df\u7ed3\u5408\n- \u5b9e\u9a8c\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u6570\u636e\u4f5c\u4e3a\u7269\u7406\u5b66\u5bb6\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u53c2\u6570\u62df\u5408\u57fa\u7840\u3002\n- \u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u57fa\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u8f85\u52a9\u89e3\u91ca\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u5173\u7cfb\uff0c\u4f18\u5316\u52bf\u51fd\u6570\u53ca\u81ea\u7531\u80fd\u6a21\u578b\u3002\n- \u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u9a8c\u8bc1\u6a21\u578b\u5728\u56fa\u6db2\u8f6c\u53d8\u53ca\u9ad8\u6e29\u6db2\u6001\u533a\u95f4\u7684\u9002\u7528\u6027\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u6570\u636e\u96c6\u4e3a\u9ad8\u7eaf\u5ea6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6d4b\u91cf\u7ed3\u679c\uff0c\u7ed3\u5408\u7406\u8bba\u4e0e\u6a21\u62df\u5206\u6790\uff0c\u6784\u6210\u5b8c\u6574\u53ef\u9760\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u652f\u6301\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u6750\u6599\u8bbe\u8ba1\u53ca\u591a\u5c3a\u5ea6\u6a21\u62df\u7814\u7a76\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6570\u636e\u5904\u7406\u4e0e\u6821\u6b63", + "InputName_List": [ + "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ], + "OutputName": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "chatLog": [], + "inputObject_Record": [ + { + "\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e": "1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf)\n- \u901a\u8fc7\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u4ee55\u2103/min\u6216\u66f4\u4f4e\u5347\u6e29\u901f\u7387\u6d4b\u5b9a\uff0c\u5173\u952e\u6e29\u5ea6\u6bb5\u8bbe\u6052\u6e29\u4fdd\u6301\uff0c\u786e\u4fdd\u70ed\u5e73\u8861\u3002\n- \u5b9e\u9a8c\u6d4b\u5b9a\u7194\u70b9\u793a\u4f8b\u6570\u636e\uff08\u9ad8\u7eaf\u94ddAl\uff09\uff1a\n Tm = 660.3 \u00b1 0.2 \u2103\n \u0394Hf = 10.7 \u00b1 0.3 kJ/mol\n- \u591a\u6b21\u5faa\u73af\u626b\u63cf\u6570\u636e\u8868\u660e\u7194\u70b9\u548c\u7194\u5316\u70ed\u7684\u91cd\u590d\u6027\u4f18\u4e8e\u00b10.5%\u3002\n\n2. \u6bd4\u70ed\u5bb9 (Cp)\n- DSC\u6d4b\u91cf\u56fa\u6001\u53ca\u6db2\u6001\u533a\u95f4\u6bd4\u70ed\u5bb9\uff0c\u91c7\u7528\u57fa\u7ebf\u6821\u6b63\u548c\u591a\u70b9\u79ef\u5206\u6cd5\uff0c\u7ed3\u5408\u591a\u6e29\u533a\u62df\u5408\u6a21\u578b\u3002\n- \u9ad8\u7eaf\u94dcCu\u793a\u4f8b\uff1a\n \u56fa\u6001\u533a\u95f4 Cp \u2248 24.5 J/(mol\u00b7K) @ 300\u2103\n \u6db2\u6001\u533a\u95f4 Cp \u2248 29.0 J/(mol\u00b7K) @ 1100\u2103\n- \u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u5448\u73b0\u5e73\u6ed1\u4e0a\u5347\u8d8b\u52bf\uff0c\u7b26\u5408\u6539\u8fdb\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u3002\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V)\n- \u9ad8\u6e29\u70ed\u81a8\u80c0\u4eea\u6d4b\u91cf\uff0c\u5347\u6e29\u901f\u7387\u22645\u2103/min\uff0c\u7194\u70b9\u9644\u8fd1\u8bbe\u6052\u6e29\u4fdd\u6301\u3002\n- \u9ad8\u7eaf\u94a0Na\u793a\u4f8b\uff1a\n \u56fa\u6001 \u03b1L \u2248 75 \u00d7 10^-6 K^-1 @ 150\u2103\n \u6db2\u6001 \u03b1L \u2248 150 \u00d7 10^-6 K^-1 @ 350\u2103\n \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\n- \u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\u975e\u7ebf\u6027\u62df\u5408\uff0c\u6e05\u6670\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\u3002\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e\n- XRD\u3001SEM\u3001EDS\u786e\u8ba4\u6837\u54c1\u7ed3\u6784\u5747\u4e00\u53ca\u4f4e\u7f3a\u9677\u3002\n- \u7ed3\u5408\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u83b7\u5f97\u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T)\uff1a\n - \u6db2\u6001\u91d1\u5c5e\u4e2d g(r)\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u4e0e\u9ad8\u5ea6\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u53cd\u6620\u7ed3\u6784\u65e0\u5e8f\u5ea6\u3002\n- \u8ba1\u7b97\u914d\u7f6e\u71b5 S_conf(T) \u57fa\u4e8e\u6a21\u62df g(r,T)\u79ef\u5206\uff0c\u4f53\u73b0\u6db2\u6001\u7ed3\u6784\u968f\u6e29\u5ea6\u7684\u65e0\u5e8f\u589e\u52a0\u8d8b\u52bf\u3002\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b\n- \u5168\u7a0b\u60f0\u6027\u6c14\u6c1b\uff08\u226599.999%\u9ad8\u7eaf\u6c29\u6c14\uff09\u4fdd\u62a4\uff0c\u6c27\u542b\u91cf\u5b9e\u65f6\u76d1\u6d4b\u4f4e\u4e8eppm\u7ea7\u3002\n- 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\u7269\u7406\u5408\u7406\u6027\u9a8c\u8bc1 \n- \u5bf9\u6bd4\u7406\u8bba\u6a21\u578b\u548c\u6a21\u62df\u7ed3\u679c\uff0c\u82e5\u5b9e\u9a8c\u6570\u636e\u504f\u79bb\u7406\u8bba\u9884\u671f\u8fc7\u5927\uff0c\u9700\u91cd\u70b9\u590d\u6838\u8be5\u6570\u636e\u70b9\u7684\u5b9e\u9a8c\u6761\u4ef6\u548c\u91c7\u96c6\u8fc7\u7a0b\u3002 \n- \u4f8b\u5982\uff0c\u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u5e94\u5e73\u6ed1\u4e0a\u5347\uff0c\u82e5\u51fa\u73b0\u7a81\u53d8\u6216\u4e0b\u964d\uff0c\u89c6\u4e3a\u5f02\u5e38\u3002 \n\n\u4e09\u3001\u6570\u636e\u878d\u5408\u4e0e\u62df\u5408 \n1. \u591a\u6e29\u533a\u62df\u5408\u6a21\u578b \n- \u5bf9\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u7cfb\u6570\u6570\u636e\u91c7\u7528\u975e\u7ebf\u6027\u62df\u5408\uff0c\u5254\u9664\u62df\u5408\u6b8b\u5dee\u8fc7\u5927\u7684\u6570\u636e\u70b9\u3002 \n\n2. \u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u4e0e\u6a21\u62df\u6570\u636e \n- \u5229\u7528\u5f84\u5411\u5206\u5e03\u51fd\u6570\u548c\u914d\u7f6e\u71b5\u6570\u636e\u8f85\u52a9\u5224\u65ad\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5408\u7406\u6027\uff0c\u5f02\u5e38\u7ed3\u6784\u4fe1\u606f\u5bf9\u5e94\u7684\u70ed\u529b\u5b66\u6570\u636e\u9700\u91cd\u70b9\u590d\u6838\u3002 \n\n\u56db\u3001\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u62a5\u544a \n1. \u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u7ed3\u5408 \n- \u786e\u8ba4\u6c27\u542b\u91cf\u53ca\u6742\u8d28\u6c34\u5e73\u7a33\u5b9a\uff0c\u6392\u9664\u56e0\u6c27\u5316\u6216\u6c61\u67d3\u5bfc\u81f4\u7684\u5f02\u5e38\u6570\u636e\u3002 \n\n2. \u6570\u636e\u5b8c\u6574\u6027\u4e0e\u4e00\u81f4\u6027\u68c0\u67e5 \n- \u786e\u4fdd\u6240\u6709\u6570\u636e\u96c6\u7684\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u5b8c\u6574\uff0c\u6570\u636e\u70b9\u95f4\u9694\u5408\u7406\uff0c\u65e0\u7f3a\u5931\u6216\u91cd\u590d\u3002 \n\n3. \u5f02\u5e38\u6570\u636e\u8bb0\u5f55\u4e0e\u53cd\u9988\u673a\u5236 \n- \u5bf9\u5254\u9664\u7684\u5f02\u5e38\u503c\u5efa\u7acb\u8bb0\u5f55\uff0c\u53cd\u9988\u7ed9\u5b9e\u9a8c\u64cd\u4f5c\u4eba\u5458\u548c\u4eea\u5668\u7ef4\u62a4\uff0c\u6301\u7eed\u6539\u8fdb\u5b9e\u9a8c\u6d41\u7a0b\u3002 \n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u65b9\u6848\u7ed3\u5408\u7edf\u8ba1\u5b66\u3001\u7269\u7406\u5316\u5b66\u5e38\u8bc6\u53ca\u5b9e\u9a8c\u6761\u4ef6\uff0c\u7cfb\u7edf\u8bc6\u522b\u548c\u5254\u9664\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u540e\u7eed\u7406\u8bba\u6a21\u578b\u62df\u5408\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u4e0b\u4e00\u6b65\u53ef\u6839\u636e\u5177\u4f53\u6570\u636e\u6267\u884c\u8be5\u65b9\u6848\u5e76\u751f\u6210\u5904\u7406\u540e\u6570\u636e\u96c6\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u548c\u6821\u6b63\u65b9\u6cd5\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u57fa\u672c\u539f\u7406\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7406\u8bba\u6821\u6b63\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u5904\u7406\u65b9\u6848\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u63d0\u51fa\u7406\u8bba\u6a21\u578b\u548c\u6821\u6b63\u65b9\u6cd5\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u7406\u8bba\u6821\u6b63\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e00\u3001\u7406\u8bba\u6a21\u578b\u57fa\u7840\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b (Gibbs\u81ea\u7531\u80fd G(T,P))** \n \u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u5747\u53ef\u4eceGibbs\u81ea\u7531\u80fd\u51fd\u6570\u63a8\u5bfc\uff1a \n \\[\n G(T, P) = H(T, P) - T S(T, P)\n \\]\n \u5176\u4e2d\uff0c\u7113 \\(H\\) \u548c\u71b5 \\(S\\) \u53ef\u5206\u522b\u8868\u8fbe\u4e3a\u6e29\u5ea6\u7684\u51fd\u6570\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5f97\u7684\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u81a8\u80c0\u7cfb\u6570\u7b49\u53c2\u6570\u62df\u5408\u6a21\u578b\u53c2\u6570\u3002\n\n2. **\u7113\u548c\u71b5\u7684\u6e29\u5ea6\u4f9d\u8d56\u5173\u7cfb** \n - \u7113\uff1a\n \\[\n H(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT'\n \\]\n - \u71b5\uff1a\n \\[\n S(T) = S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT'\n \\]\n \u5176\u4e2d\uff0c\u53c2\u8003\u70b9\u901a\u5e38\u9009\u4e3a\u7194\u70b9 \\(T_m\\)\uff0c\u53c2\u8003\u7113\u548c\u71b5\u7531\u5b9e\u9a8c\u7194\u5316\u70ed\u548c\u7194\u70b9\u71b5\u53d8\u786e\u5b9a\u3002\n\n3. **\u6bd4\u70ed\u5bb9\u6a21\u578b** \n \u91c7\u7528\u591a\u9879\u5f0f\u6216\u7269\u7406\u542f\u53d1\u7684\u6a21\u578b\uff08\u5982Einstein\u6216Debye\u6a21\u578b\u6539\u8fdb\u7248\uff09\u62df\u5408\u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u53d8\u5316\uff0c\u786e\u4fdd\u6570\u636e\u5e73\u6ed1\u4e14\u65e0\u975e\u7269\u7406\u7a81\u53d8\u3002 \n \\[\n C_p(T) = a_0 + a_1 T + a_2 T^2 + \\cdots\n \\]\n\n4. **\u70ed\u81a8\u80c0\u7cfb\u6570\u4e0e\u4f53\u79ef\u53d8\u5316** \n \u5229\u7528\u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u8ba1\u7b97\u4f53\u79ef\u53d8\u5316\uff0c\u7ed3\u5408\u72b6\u6001\u65b9\u7a0b\u4fee\u6b63\u538b\u529b\u548c\u4f53\u79ef\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n5. **\u914d\u7f6e\u71b5\u4e0e\u5fae\u89c2\u7ed3\u6784** \n \u5229\u7528\u6a21\u62df\u83b7\u5f97\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u8ba1\u7b97\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\)\uff0c\u7528\u4e8e\u4fee\u6b63\u71b5\u6a21\u578b\uff0c\u4f53\u73b0\u6db2\u6001\u91d1\u5c5e\u7ed3\u6784\u65e0\u5e8f\u5ea6\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8d21\u732e\u3002\n\n---\n\n## \u4e8c\u3001\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\n\n1. **\u7194\u70b9\u548c\u7194\u5316\u70ed\u7684\u6821\u6b63** \n - \u5229\u7528Gibbs-Helmholtz\u65b9\u7a0b\uff1a\n \\[\n \\left(\\frac{\\partial (G/T)}{\\partial T}\\right)_P = -\\frac{H}{T^2}\n \\]\n \u7ed3\u5408\u5b9e\u9a8c\u7194\u70b9\u548c\u7194\u5316\u70ed\uff0c\u6821\u6b63\u7194\u70b9\u5bf9\u5e94\u7684\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u4f7f\u7194\u70b9\u5904\u56fa\u6db2\u4e24\u76f8\u81ea\u7531\u80fd\u76f8\u7b49\uff0c\u786e\u4fdd\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n2. **\u6bd4\u70ed\u5bb9\u6570\u636e\u7684\u57fa\u7ebf\u6821\u6b63\u4e0e\u7406\u8bba\u62df\u5408** \n - \u5bf9\u5b9e\u9a8cCp\u6570\u636e\u8fdb\u884c\u57fa\u7ebf\u6f02\u79fb\u6821\u6b63\u540e\uff0c\u4f7f\u7528\u7406\u8bba\u6a21\u578b\u62df\u5408\uff0c\u5254\u9664\u4e0e\u6a21\u578b\u504f\u5dee\u8d85\u8fc7\u7edf\u8ba1\u9608\u503c\u7684\u70b9\u3002 \n - \u5bf9\u6db2\u6001\u533a\u548c\u56fa\u6001\u533a\u5206\u522b\u62df\u5408\uff0c\u4fdd\u8bc1\u4e24\u533a\u95f4\u8fc7\u6e21\u5e73\u6ed1\u3002\n\n3. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6821\u6b63** \n - \u5229\u7528\u70ed\u529b\u5b66\u5173\u7cfb\uff1a\n \\[\n \\alpha_V = \\frac{1}{V} \\left(\\frac{\\partial V}{\\partial T}\\right)_P = \\frac{1}{K_T} \\left(\\frac{\\partial S}{\\partial P}\\right)_T\n \\]\n \u5176\u4e2d\uff0c\\(K_T\\)\u4e3a\u7b49\u6e29\u538b\u7f29\u7cfb\u6570\uff0c\u901a\u8fc7\u7406\u8bba\u6a21\u578b\u4f30\u8ba1\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6821\u6b63\u81a8\u80c0\u7cfb\u6570\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u548c\u975e\u7406\u60f3\u6548\u5e94\u3002\n\n4. **\u71b5\u7684\u6821\u6b63\u4e0e\u914d\u7f6e\u71b5\u7ed3\u5408** \n - \u7ed3\u5408\u6a21\u62df\u8ba1\u7b97\u7684\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\)\uff0c\u4fee\u6b63\u603b\u71b5\u6a21\u578b\uff1a \n \\[\n S_{total}(T) = S_{vib}(T) + S_{conf}(T)\n \\]\n \u5176\u4e2d\uff0c\u632f\u52a8\u71b5 \\(S_{vib}(T)\\) \u7531\u6bd4\u70ed\u5bb9\u79ef\u5206\u83b7\u5f97\uff0c\u914d\u7f6e\u71b5\u53cd\u6620\u6db2\u6001\u65e0\u5e8f\u5ea6\uff0c\u63d0\u5347\u71b5\u6a21\u578b\u7269\u7406\u5408\u7406\u6027\u3002\n\n5. **\u5f02\u5e38\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c** \n - \u5229\u7528\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u7684\u53c2\u6570\u8303\u56f4\u4e3a\u6807\u51c6\uff0c\u82e5\u5b9e\u9a8c\u6570\u636e\u504f\u79bb\u8d85\u8fc7\u7406\u8bba\u4e0d\u786e\u5b9a\u5ea6\u8303\u56f4\uff0c\u5219\u6807\u8bb0\u4e3a\u5f02\u5e38\uff0c\u8981\u6c42\u590d\u67e5\u5b9e\u9a8c\u6761\u4ef6\u6216\u91cd\u65b0\u6d4b\u91cf\u3002\n\n---\n\n## \u4e09\u3001\u5177\u4f53\u5b9e\u65bd\u6b65\u9aa4\n\n1. **\u6784\u5efa\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u7684\u521d\u59cb\u81ea\u7531\u80fd\u6a21\u578b**\uff0c\u4ee5\u7194\u70b9\u548c\u7194\u5316\u70ed\u4e3a\u8fb9\u754c\u6761\u4ef6\uff0c\u62df\u5408\u6bd4\u70ed\u5bb9\u548c\u81a8\u80c0\u7cfb\u6570\u53c2\u6570\u3002\n\n2. **\u5bf9\u6bd4\u70ed\u5bb9\u548c\u81a8\u80c0\u7cfb\u6570\u6570\u636e\u8fdb\u884c\u7406\u8bba\u62df\u5408**\uff0c\u5254\u9664\u62df\u5408\u6b8b\u5dee\u8d85\u6807\u7684\u70b9\uff0c\u786e\u4fdd\u6570\u636e\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n3. **\u5229\u7528\u6a21\u62df\u7ed3\u679c\u4e2d\u7684\u914d\u7f6e\u71b5\u4fee\u6b63\u71b5\u6a21\u578b**\uff0c\u63d0\u9ad8\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u7684\u53cd\u6620\u3002\n\n4. **\u7528\u4fee\u6b63\u540e\u7684\u81ea\u7531\u80fd\u6a21\u578b\u53cd\u5411\u6821\u6b63\u5b9e\u9a8c\u6570\u636e**\uff0c\u8c03\u6574\u6e29\u5ea6\u6807\u5b9a\u3001\u57fa\u7ebf\u6f02\u79fb\u7b49\u7cfb\u7edf\u8bef\u5dee\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002\n\n5. **\u5bf9\u6821\u6b63\u540e\u6570\u636e\u8fdb\u884c\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30**\uff0c\u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u548c\u7406\u8bba\u62df\u5408\u8bef\u5dee\uff0c\u7ed9\u51fa\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n## \u56db\u3001\u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u57fa\u4e8e\u70ed\u529b\u5b66\u57fa\u672c\u539f\u7406\u7684\u7406\u8bba\u6a21\u578b\u6784\u5efa\u4e0e\u6570\u636e\u6821\u6b63\u65b9\u6cd5\uff0c\u80fd\u591f\u6709\u6548\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u6d88\u9664\u7cfb\u7edf\u8bef\u5dee\u548c\u5f02\u5e38\u503c\u5f71\u54cd\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u4e3a\u540e\u7eed\u7684\u7406\u8bba\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u53ef\u9760\u7684\u57fa\u7840\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u5b66\u62df\u5408\u6a21\u578b\u53c2\u6570\u4f30\u8ba1\u65b9\u6848\u53ca\u4ee3\u7801\u5b9e\u73b0\u5efa\u8bae\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6570\u636e\u5904\u7406\u7b97\u6cd5\uff0c\u8f85\u52a9\u8bc6\u522b\u548c\u6821\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u6280\u672f\uff0c\u6211\u8bbe\u8ba1\u4ee5\u4e0b\u6570\u636e\u5904\u7406\u7b97\u6cd5\u6846\u67b6\uff0c\u8f85\u52a9\u8bc6\u522b\u3001\u6821\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002\n\n---\n\n## \u4e00\u3001\u7b97\u6cd5\u603b\u4f53\u601d\u8def\n\n1. **\u6570\u636e\u8f93\u5165\u4e0e\u9884\u5904\u7406** \n - \u5bfc\u5165\u591a\u6279\u6b21\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\uff08\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\uff09\u3002 \n - \u4f9d\u636e\u4f20\u611f\u5668\u6807\u5b9a\u66f2\u7ebf\u8fdb\u884c\u521d\u6b65\u6e29\u5ea6\u6821\u6b63\u3002 \n - \u5bf9\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u6570\u636e\u8fdb\u884c\u57fa\u7ebf\u6821\u6b63\u3002\n\n2. **\u5f02\u5e38\u503c\u8bc6\u522b** \n - \u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\uff08\u7bb1\u7ebf\u56fe\u30013\u03c3\u5224\u522b\uff09\u68c0\u6d4b\u79bb\u7fa4\u503c\u3002 \n - \u5229\u7528\u7406\u8bba\u6a21\u578b\u62df\u5408\u6b8b\u5dee\uff0c\u8bc6\u522b\u62df\u5408\u8bef\u5dee\u8fc7\u5927\u7684\u6570\u636e\u70b9\u3002 \n - \u7ed3\u5408\u6a21\u62df\u8ba1\u7b97\u7684\u5fae\u89c2\u7ed3\u6784\u6307\u6807\uff08\u5982\u914d\u7f6e\u71b5\uff09\u8f85\u52a9\u5224\u5b9a\u5f02\u5e38\u3002\n\n3. **\u5f02\u5e38\u503c\u6821\u6b63\u4e0e\u5254\u9664** \n - \u5bf9\u8f7b\u5fae\u504f\u79bb\u7684\u5f02\u5e38\u70b9\uff0c\u91c7\u7528\u5c40\u90e8\u63d2\u503c\u6216\u57fa\u4e8e\u7406\u8bba\u6a21\u578b\u7684\u62df\u5408\u503c\u66ff\u4ee3\u3002 \n - \u5bf9\u4e25\u91cd\u5f02\u5e38\u6570\u636e\u5254\u9664\uff0c\u5e76\u8bb0\u5f55\u5f02\u5e38\u539f\u56e0\u3002 \n\n4. **\u6570\u636e\u878d\u5408\u4e0e\u591a\u5c3a\u5ea6\u62df\u5408** \n - \u5bf9\u56fa\u6001\u548c\u6db2\u6001\u533a\u95f4\u6570\u636e\u5206\u522b\u62df\u5408\u591a\u9879\u5f0f\u6216\u7269\u7406\u6a21\u578b\u3002 \n - \u7ed3\u5408\u6a21\u62df\u83b7\u5f97\u7684\u914d\u7f6e\u71b5\u6570\u636e\uff0c\u4fee\u6b63\u71b5\u6a21\u578b\uff0c\u63d0\u5347\u62df\u5408\u7269\u7406\u5408\u7406\u6027\u3002 \n\n5. **\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30** \n - \u8ba1\u7b97\u591a\u6b21\u6d4b\u91cf\u7684\u6807\u51c6\u504f\u5dee\u3002 \n - \u7ed3\u5408\u62df\u5408\u6b8b\u5dee\u548c\u6a21\u62df\u8bef\u5dee\uff0c\u7ed9\u51fa\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n## \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u6a21\u5757\u8bbe\u8ba1\n\n### 1. \u521d\u6b65\u6e29\u5ea6\u6821\u6b63\u6a21\u5757\n\n```python\ndef temperature_calibration(raw_temp, calibration_curve):\n # calibration_curve\u4e3a\u6e29\u5ea6\u504f\u5dee\u51fd\u6570\u6216\u67e5\u8868\n calibrated_temp = raw_temp + calibration_curve(raw_temp)\n return calibrated_temp\n```\n\n### 2. \u57fa\u7ebf\u6821\u6b63\u6a21\u5757\uff08\u4ee5\u6bd4\u70ed\u5bb9\u4e3a\u4f8b\uff09\n\n```python\ndef baseline_correction(raw_cp, baseline_points):\n # baseline_points\u4e3a\u591a\u70b9\u57fa\u7ebf\u6570\u636e\uff0c\u62df\u5408\u57fa\u7ebf\u66f2\u7ebf\n baseline_curve = fit_polynomial(baseline_points)\n corrected_cp = raw_cp - baseline_curve(raw_cp.temperature)\n return corrected_cp\n```\n\n### 3. \u5f02\u5e38\u503c\u68c0\u6d4b\u6a21\u5757\n\n```python\nimport numpy as np\n\ndef detect_outliers(data_array):\n mean = np.mean(data_array)\n std = np.std(data_array)\n lower_bound = mean - 3*std\n upper_bound = mean + 3*std\n outliers = (data_array < lower_bound) | (data_array > upper_bound)\n return outliers\n```\n\n### 4. \u7406\u8bba\u62df\u5408\u6b8b\u5dee\u68c0\u6d4b\n\n\u7ed3\u5408\u591a\u9879\u5f0f\u62df\u5408\u6216\u7269\u7406\u6a21\u578b\u62df\u5408\uff1a\n\n```python\nfrom scipy.optimize import curve_fit\n\ndef cp_model(T, a0, a1, a2):\n return a0 + a1*T + a2*T**2\n\ndef detect_fit_outliers(T_data, cp_data):\n popt, _ = curve_fit(cp_model, T_data, cp_data)\n fitted = cp_model(T_data, *popt)\n residuals = np.abs(cp_data - fitted)\n threshold = np.mean(residuals) + 2*np.std(residuals)\n outliers = residuals > threshold\n return outliers, popt\n```\n\n### 5. \u914d\u7f6e\u71b5\u8f85\u52a9\u5224\u522b\n\n\u901a\u8fc7\u6a21\u62df\u6570\u636e\u8ba1\u7b97\u7684\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u4e0e\u5b9e\u9a8c\u71b5\u79ef\u5206\u7ed3\u679c\u5bf9\u6bd4\uff0c\u82e5\u504f\u5dee\u8fc7\u5927\uff0c\u6807\u8bb0\u5bf9\u5e94\u6e29\u5ea6\u70b9\u6570\u636e\u4e3a\u5f02\u5e38\u3002\n\n---\n\n## \u4e09\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u793a\u610f\n\n1. **\u5bfc\u5165\u539f\u59cb\u6570\u636e** \u2192 2. **\u6e29\u5ea6\u6821\u6b63** \u2192 3. **\u57fa\u7ebf\u6821\u6b63** \u2192 4. **\u521d\u6b65\u5f02\u5e38\u68c0\u6d4b\uff08\u7edf\u8ba1\u65b9\u6cd5\uff09** \u2192 5. **\u7406\u8bba\u6a21\u578b\u62df\u5408\u4e0e\u6b8b\u5dee\u68c0\u6d4b** \u2192 6. **\u7ed3\u5408\u6a21\u62df\u914d\u7f6e\u71b5\u5224\u522b\u5f02\u5e38** \u2192 7. **\u5f02\u5e38\u6570\u636e\u6821\u6b63\u6216\u5254\u9664** \u2192 8. **\u591a\u533a\u95f4\u62df\u5408\u4e0e\u6570\u636e\u878d\u5408** \u2192 9. **\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u4e0e\u62a5\u544a**\n\n---\n\n## \u56db\u3001\u4f18\u52bf\u4e0e\u9884\u671f\u6548\u679c\n\n- \u7ed3\u5408\u7edf\u8ba1\u5b66\u4e0e\u7406\u8bba\u6a21\u578b\u53cc\u91cd\u5224\u522b\uff0c\u5f02\u5e38\u503c\u8bc6\u522b\u66f4\u51c6\u786e\u3002 \n- \u914d\u7f6e\u71b5\u7b49\u6a21\u62df\u6570\u636e\u8f85\u52a9\uff0c\u589e\u5f3a\u6570\u636e\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c\u3002 \n- \u591a\u5c3a\u5ea6\u62df\u5408\u63d0\u5347\u6570\u636e\u8fde\u7eed\u6027\u548c\u5149\u6ed1\u6027\uff0c\u907f\u514d\u975e\u7269\u7406\u8df3\u53d8\u3002 \n- \u81ea\u52a8\u5316\u6d41\u7a0b\u4fbf\u4e8e\u6279\u91cf\u5904\u7406\u591a\u6279\u6b21\u5b9e\u9a8c\u6570\u636e\uff0c\u63d0\u5347\u6548\u7387\u548c\u4e00\u81f4\u6027\u3002 \n- \u751f\u6210\u7684\u6570\u636e\u5e26\u6709\u7f6e\u4fe1\u533a\u95f4\uff0c\u6709\u52a9\u4e8e\u540e\u7eed\u6a21\u578b\u62df\u5408\u548c\u591a\u5c3a\u5ea6\u6a21\u62df\u3002\n\n---\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\u5b9e\u73b0\u3001\u53c2\u6570\u8c03\u4f18\u5efa\u8bae\u53ca\u4e0e\u6a21\u62df\u8f6f\u4ef6\u63a5\u53e3\u8bbe\u8ba1\u65b9\u6848\uff0c\u52a9\u529b\u6570\u636e\u5904\u7406\u81ea\u52a8\u5316\u548c\u96c6\u6210\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u5904\u7406\u548c\u6821\u6b63\u65b9\u6848\u8fdb\u884c\u8bc4\u4f30\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u4e0d\u8db3\u548c\u6539\u8fdb\u70b9\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u636e\u5904\u7406\u4e0e\u6821\u6b63\u65b9\u6848\uff0c\u6211\u8ba4\u4e3a\u6574\u4f53\u601d\u8def\u79d1\u5b66\u4e14\u7cfb\u7edf\uff0c\u4f46\u4ecd\u6709\u4ee5\u4e0b\u4e24\u70b9\u53ef\u8fdb\u4e00\u6b65\u4f18\u5316\uff1a\n\n1. **\u7269\u7406\u5b66\u5bb6\u65b9\u6848\u4e2d\u71b5\u6a21\u578b\u7684\u914d\u7f6e\u71b5\u6574\u5408\u7ec6\u8282** \n - \u5efa\u8bae\u660e\u786e\u914d\u7f6e\u71b5\u4e0e\u632f\u52a8\u71b5\u7684\u5206\u79bb\u65b9\u6cd5\u53ca\u5176\u6e29\u5ea6\u4f9d\u8d56\u7684\u8026\u5408\u673a\u5236\uff0c\u907f\u514d\u7b80\u5355\u53e0\u52a0\u5bfc\u81f4\u7684\u91cd\u590d\u8ba1\u91cf\u6216\u9057\u6f0f\u3002 \n - \u53ef\u8003\u8651\u5f15\u5165\u6e29\u5ea6\u533a\u95f4\u5206\u6bb5\u51fd\u6570\u6216\u6743\u91cd\u56e0\u5b50\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u53d8\u5316\u7684\u7075\u654f\u5ea6\u548c\u7269\u7406\u51c6\u786e\u6027\u3002\n\n2. **\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7b97\u6cd5\u4e2d\u5f02\u5e38\u503c\u5904\u7406\u7684\u81ea\u52a8\u5316\u4e0e\u53cd\u9988\u673a\u5236** \n - \u5efa\u8bae\u589e\u52a0\u5f02\u5e38\u6570\u636e\u81ea\u52a8\u6807\u8bb0\u540e\uff0c\u7ed3\u5408\u5b9e\u9a8c\u64cd\u4f5c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u7684\u667a\u80fd\u5173\u8054\u5206\u6790\uff0c\u8f85\u52a9\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u6839\u6e90\u3002 \n - \u5f02\u5e38\u6570\u636e\u7684\u201c\u5c40\u90e8\u63d2\u503c\u6216\u6a21\u578b\u66ff\u4ee3\u201d\u5e94\u660e\u786e\u9002\u7528\u8303\u56f4\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u9632\u6b62\u8fc7\u5ea6\u4fee\u6b63\u5bfc\u81f4\u6570\u636e\u5931\u771f\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u4e24\u65b9\u6848\u7ed3\u5408\u540e\u80fd\u6709\u6548\u63d0\u5347\u6570\u636e\u8d28\u91cf\uff0c\u5efa\u8bae\u4ee5\u4e0a\u6539\u8fdb\u4ee5\u589e\u5f3a\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u636e\u5904\u7406\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\uff0c\u63d0\u5347\u6570\u636e\u5904\u7406\u7684\u79d1\u5b66\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u5bf9\u7269\u7406\u5b66\u5bb6\u65b9\u6848\u4e2d\u71b5\u6a21\u578b\u914d\u7f6e\u71b5\u6574\u5408\u7ec6\u8282\u7684\u53cd\u9988\uff0c\u4ee5\u53ca\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u65b9\u6848\u4e2d\u5f02\u5e38\u503c\u5904\u7406\u81ea\u52a8\u5316\u4e0e\u53cd\u9988\u673a\u5236\u7684\u5efa\u8bae\uff0c\u6211\u5bf9\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u636e\u5904\u7406\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\u65b9\u6848\u3002\n\n## Improved version of \u7406\u8bba\u6821\u6b63\u65b9\u6cd5\u65b9\u6848\n---\n\n## \u4e00\u3001\u7406\u8bba\u6a21\u578b\u57fa\u7840\uff08\u4f18\u5316\uff09\n\n1. **\u81ea\u7531\u80fd\u6a21\u578b (Gibbs\u81ea\u7531\u80fd G(T,P))** \n \u4f9d\u7136\u4ee5Gibbs\u81ea\u7531\u80fd\u4e3a\u6838\u5fc3\uff0c\u8868\u8fbe\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\uff1a \n \\[\n G(T, P) = H(T, P) - T S(T, P)\n \\]\n \u5176\u4e2d\u7113 \\(H\\) \u548c\u71b5 \\(S\\) \u4f5c\u4e3a\u6e29\u5ea6\u51fd\u6570\uff0c\u53c2\u6570\u62df\u5408\u7ed3\u5408\u5b9e\u9a8c\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u81a8\u80c0\u7cfb\u6570\u7b49\u3002\n\n2. **\u7113\u548c\u71b5\u7684\u6e29\u5ea6\u4f9d\u8d56\u5173\u7cfb** \n \u7113\u548c\u71b5\u901a\u8fc7\u6bd4\u70ed\u5bb9\u79ef\u5206\u83b7\u5f97\uff0c\u53c2\u8003\u70b9\u9009\u4e3a\u7194\u70b9 \\(T_m\\)\uff1a \n \\[\n H(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT'\n \\]\n \\[\n S(T) = S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT'\n \\]\n\n3. **\u6bd4\u70ed\u5bb9\u6a21\u578b** \n \u91c7\u7528\u591a\u9879\u5f0f\u6216\u7269\u7406\u542f\u53d1\u6a21\u578b\u62df\u5408\uff0c\u786e\u4fdd\u6570\u636e\u5e73\u6ed1\u65e0\u975e\u7269\u7406\u7a81\u53d8\uff1a \n \\[\n C_p(T) = a_0 + a_1 T + a_2 T^2 + \\cdots\n \\]\n\n4. **\u70ed\u81a8\u80c0\u7cfb\u6570\u4e0e\u4f53\u79ef\u53d8\u5316** \n \u5229\u7528\u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u8ba1\u7b97\u4f53\u79ef\u53d8\u5316\uff0c\u7ed3\u5408\u72b6\u6001\u65b9\u7a0b\u4fee\u6b63\u538b\u529b\u548c\u4f53\u79ef\u6548\u5e94\u3002\n\n5. **\u914d\u7f6e\u71b5\u4e0e\u5fae\u89c2\u7ed3\u6784\u7684\u8026\u5408\u6a21\u578b\uff08\u91cd\u70b9\u4f18\u5316\uff09** \n - \u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u7531\u6a21\u62df\u5f97\u5230\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u79ef\u5206\u8ba1\u7b97\uff0c\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u3002 \n - \u632f\u52a8\u71b5 \\(S_{vib}(T)\\) \u7531\u6bd4\u70ed\u5bb9\u79ef\u5206\u83b7\u5f97\u3002 \n - \u907f\u514d\u7b80\u5355\u53e0\u52a0\u5bfc\u81f4\u7684\u91cd\u590d\u8ba1\u91cf\u6216\u9057\u6f0f\uff0c\u91c7\u7528\u5206\u6bb5\u8026\u5408\u51fd\u6570\u548c\u6743\u91cd\u56e0\u5b50 \\(w(T)\\) \u5b9e\u73b0\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff1a \n \\[\n S_{total}(T) = S_{vib}(T) + w(T) \\cdot S_{conf}(T)\n \\]\n - \u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u5728\u56fa\u6001\u533a\u8d8b\u8fd1\u4e8e0\uff0c\u6db2\u6001\u533a\u9010\u6e10\u589e\u52a0\u81f31\uff0c\u786e\u4fdd\u71b5\u6a21\u578b\u5bf9\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u7684\u7075\u654f\u54cd\u5e94\u4e14\u7269\u7406\u51c6\u786e\u3002 \n - \u6743\u91cd\u51fd\u6570\u53ef\u91c7\u7528\u5149\u6ed1\u7684\u5206\u6bb5\u51fd\u6570\uff08\u5982sigmoid\u51fd\u6570\uff09\u5b9e\u73b0\u8fc7\u6e21\u3002\n\n---\n\n## \u4e8c\u3001\u7406\u8bba\u6821\u6b63\u65b9\u6cd5\uff08\u4f18\u5316\uff09\n\n1. **\u7194\u70b9\u548c\u7194\u5316\u70ed\u7684\u6821\u6b63** \n - \u5229\u7528Gibbs-Helmholtz\u65b9\u7a0b\u6821\u6b63\u81ea\u7531\u80fd\u66f2\u7ebf\uff0c\u786e\u4fdd\u56fa\u6db2\u4e24\u76f8\u81ea\u7531\u80fd\u5728\u7194\u70b9\u5904\u76f8\u7b49\uff0c\u4ece\u800c\u4fdd\u8bc1\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n\n2. **\u6bd4\u70ed\u5bb9\u6570\u636e\u7684\u57fa\u7ebf\u6821\u6b63\u4e0e\u7406\u8bba\u62df\u5408** \n - \u91c7\u7528\u57fa\u7ebf\u6f02\u79fb\u6821\u6b63\u540e\uff0c\u5206\u522b\u5bf9\u56fa\u6001\u548c\u6db2\u6001\u533a\u95f4\u91c7\u7528\u7406\u8bba\u6a21\u578b\u62df\u5408\u3002 \n - \u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u9608\u503c\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u4fdd\u8bc1\u6570\u636e\u5e73\u6ed1\u4e14\u7b26\u5408\u7269\u7406\u9884\u671f\u3002\n\n3. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6821\u6b63** \n - \u7ed3\u5408\u7b49\u6e29\u538b\u7f29\u7cfb\u6570 \\(K_T\\) \u548c\u70ed\u529b\u5b66\u5173\u7cfb\u6821\u6b63\u81a8\u80c0\u7cfb\u6570\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u548c\u975e\u7406\u60f3\u6548\u5e94\u3002\n\n4. **\u71b5\u6a21\u578b\u7684\u914d\u7f6e\u71b5\u8026\u5408\u4fee\u6b63** \n - \u7ed3\u5408\u6a21\u62df\u914d\u7f6e\u71b5\u548c\u632f\u52a8\u71b5\uff0c\u91c7\u7528\u6e29\u5ea6\u4f9d\u8d56\u6743\u91cd\u51fd\u6570\u8026\u5408\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf\u3002 \n - \u901a\u8fc7\u62df\u5408\u6743\u91cd\u51fd\u6570\u53c2\u6570\uff0c\u4f7f\u71b5\u6a21\u578b\u5728\u56fa\u6db2\u8f6c\u53d8\u533a\u95f4\u5e73\u6ed1\u8fc7\u6e21\uff0c\u53cd\u6620\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u53d8\u5316\u3002\n\n5. **\u5f02\u5e38\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c** \n - \u4ee5\u7406\u8bba\u6a21\u578b\u9884\u6d4b\u7684\u53c2\u6570\u8303\u56f4\u4e3a\u6807\u51c6\uff0c\u8d85\u51fa\u7406\u8bba\u4e0d\u786e\u5b9a\u5ea6\u8303\u56f4\u7684\u6570\u636e\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002 \n - \u5f02\u5e38\u70b9\u9700\u7ed3\u5408\u5b9e\u9a8c\u64cd\u4f5c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u8fdb\u884c\u667a\u80fd\u5173\u8054\u5206\u6790\uff0c\u8f85\u52a9\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u6839\u6e90\u3002\n\n6. **\u6570\u636e\u53cd\u9988\u4e0e\u8fed\u4ee3\u6539\u8fdb\u673a\u5236** \n - \u5efa\u7acb\u5f02\u5e38\u6570\u636e\u8bb0\u5f55\u548c\u53cd\u9988\u673a\u5236\uff0c\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u548c\u73af\u5883\u76d1\u6d4b\uff0c\u5f62\u6210\u667a\u80fd\u5f02\u5e38\u8bca\u65ad\u7cfb\u7edf\u3002 \n - \u53cd\u9988\u7ed3\u679c\u7528\u4e8e\u6307\u5bfc\u5b9e\u9a8c\u6d41\u7a0b\u4f18\u5316\u548c\u4eea\u5668\u7ef4\u62a4\uff0c\u6301\u7eed\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002\n\n---\n\n## \u4e09\u3001\u5177\u4f53\u5b9e\u65bd\u6b65\u9aa4\uff08\u4f18\u5316\uff09\n\n1. **\u6784\u5efa\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u7684\u521d\u59cb\u81ea\u7531\u80fd\u6a21\u578b**\uff0c\u4ee5\u7194\u70b9\u548c\u7194\u5316\u70ed\u4e3a\u8fb9\u754c\u6761\u4ef6\uff0c\u62df\u5408\u6bd4\u70ed\u5bb9\u548c\u81a8\u80c0\u7cfb\u6570\u53c2\u6570\u3002\n\n2. **\u5bf9\u6bd4\u70ed\u5bb9\u548c\u81a8\u80c0\u7cfb\u6570\u6570\u636e\u8fdb\u884c\u7406\u8bba\u62df\u5408**\uff0c\u5254\u9664\u62df\u5408\u6b8b\u5dee\u8d85\u6807\u7684\u70b9\uff0c\u786e\u4fdd\u6570\u636e\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n3. **\u5229\u7528\u6a21\u62df\u7ed3\u679c\u4e2d\u7684\u914d\u7f6e\u71b5\u548c\u6743\u91cd\u51fd\u6570\u4fee\u6b63\u71b5\u6a21\u578b**\uff0c\u5b9e\u73b0\u71b5\u7684\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff0c\u63d0\u5347\u70ed\u529b\u5b66\u53c2\u6570\u5bf9\u6db2\u6001\u7ed3\u6784\u65e0\u5e8f\u5ea6\u7684\u53cd\u6620\u3002\n\n4. **\u7528\u4fee\u6b63\u540e\u7684\u81ea\u7531\u80fd\u6a21\u578b\u53cd\u5411\u6821\u6b63\u5b9e\u9a8c\u6570\u636e**\uff0c\u8c03\u6574\u6e29\u5ea6\u6807\u5b9a\u3001\u57fa\u7ebf\u6f02\u79fb\u7b49\u7cfb\u7edf\u8bef\u5dee\uff0c\u63d0\u5347\u6570\u636e\u51c6\u786e\u6027\u3002\n\n5. **\u7ed3\u5408\u5b9e\u9a8c\u64cd\u4f5c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\uff0c\u81ea\u52a8\u6807\u8bb0\u5f02\u5e38\u6570\u636e\u5e76\u667a\u80fd\u8bca\u65ad\u5f02\u5e38\u539f\u56e0**\uff0c\u5f62\u6210\u95ed\u73af\u53cd\u9988\u3002\n\n6. **\u5bf9\u6821\u6b63\u540e\u6570\u636e\u8fdb\u884c\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30**\uff0c\u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u7406\u8bba\u62df\u5408\u8bef\u5dee\u53ca\u5f02\u5e38\u5904\u7406\u5f71\u54cd\uff0c\u7ed9\u51fa\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n## \u56db\u3001\u603b\u7ed3\n\n\u672c\u65b9\u6848\u901a\u8fc7\u5f15\u5165\u914d\u7f6e\u71b5\u4e0e\u632f\u52a8\u71b5\u7684\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\u6a21\u578b\uff0c\u907f\u514d\u4e86\u7b80\u5355\u53e0\u52a0\u7684\u8bef\u5dee\uff0c\u589e\u5f3a\u4e86\u71b5\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002\u7ed3\u5408\u667a\u80fd\u5f02\u5e38\u6570\u636e\u6807\u8bb0\u53ca\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u5b9e\u9a8c\u6570\u636e\u5904\u7406\u7684\u81ea\u52a8\u5316\u4e0e\u667a\u80fd\u5316\u3002\u8be5\u4f18\u5316\u65b9\u6848\u6709\u6548\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u4e3a\u540e\u7eed\u7406\u8bba\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u53ef\u9760\u7684\u57fa\u7840\u3002\n\n---\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u5b66\u62df\u5408\u6a21\u578b\u53c2\u6570\u4f30\u8ba1\u65b9\u6848\u3001\u6743\u91cd\u51fd\u6570\u8bbe\u8ba1\u7ec6\u8282\u53ca\u667a\u80fd\u5f02\u5e38\u8bca\u65ad\u7b97\u6cd5\u6846\u67b6\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u7ed3\u5408\u53cd\u9988\u4f18\u5316\u6570\u503c\u6a21\u62df\u7b97\u6cd5\uff0c\u589e\u5f3a\u5f02\u5e38\u503c\u8bc6\u522b\u548c\u6570\u636e\u6821\u6b63\u80fd\u529b\uff0c\u786e\u4fdd\u5904\u7406\u7ed3\u679c\u51c6\u786e\u53ef\u9760\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u6a21\u62df\u7b97\u6cd5\u6846\u67b6\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u589e\u5f3a\u5f02\u5e38\u503c\u8bc6\u522b\u7684\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316\uff0c\u7ec6\u5316\u5f02\u5e38\u503c\u6821\u6b63\u7b56\u7565\uff0c\u5e76\u5f15\u5165\u4e0e\u5b9e\u9a8c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u7684\u5173\u8054\u5206\u6790\uff0c\u63d0\u5347\u6570\u636e\u6821\u6b63\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u7b97\u6cd5\u6846\u67b6\u65b9\u6848\u3002\n\n---\n\n## Improved version of \u6570\u503c\u6a21\u62df\u7b97\u6cd5\u6846\u67b6\u65b9\u6848\n\n---\n\n## \u4e00\u3001\u7b97\u6cd5\u603b\u4f53\u601d\u8def\uff08\u4f18\u5316\uff09\n\n1. **\u6570\u636e\u8f93\u5165\u4e0e\u9884\u5904\u7406** \n - \u5bfc\u5165\u591a\u6279\u6b21\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\uff08\u7194\u70b9\u3001\u7194\u5316\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u7b49\uff09\u3002 \n - \u6839\u636e\u4f20\u611f\u5668\u6807\u5b9a\u66f2\u7ebf\u8fdb\u884c\u6e29\u5ea6\u6821\u6b63\u3002 \n - \u5bf9\u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u6570\u636e\u8fdb\u884c\u591a\u70b9\u57fa\u7ebf\u6821\u6b63\u3002 \n\n2. **\u5f02\u5e38\u503c\u667a\u80fd\u8bc6\u522b** \n - \u91c7\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\uff08\u7bb1\u7ebf\u56fe\u30013\u03c3\u51c6\u5219\uff09\u68c0\u6d4b\u79bb\u7fa4\u503c\u3002 \n - \u5229\u7528\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u7684\u7406\u8bba\u6a21\u578b\u62df\u5408\u6b8b\u5dee\uff0c\u8bc6\u522b\u62df\u5408\u8bef\u5dee\u8d85\u6807\u6570\u636e\u3002 \n - \u7ed3\u5408\u6a21\u62df\u8ba1\u7b97\u7684\u5fae\u89c2\u7ed3\u6784\u6307\u6807\uff08\u5982\u914d\u7f6e\u71b5\uff09\u8f85\u52a9\u5224\u522b\u5f02\u5e38\u3002 \n - \u901a\u8fc7\u81ea\u52a8\u5316\u5173\u8054\u5206\u6790\uff0c\u5c06\u5f02\u5e38\u6570\u636e\u4e0e\u5b9e\u9a8c\u64cd\u4f5c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u5339\u914d\uff0c\u8f85\u52a9\u5b9a\u4f4d\u5f02\u5e38\u6839\u6e90\u3002 \n\n3. **\u5f02\u5e38\u503c\u5206\u7c7b\u5904\u7406\u4e0e\u6821\u6b63** \n - \u5bf9\u8f7b\u5fae\u504f\u79bb\u7684\u5f02\u5e38\u70b9\uff0c\u4f9d\u636e\u7406\u8bba\u6a21\u578b\u548c\u90bb\u8fd1\u6570\u636e\uff0c\u91c7\u7528\u5c40\u90e8\u63d2\u503c\u6216\u62df\u5408\u9884\u6d4b\u503c\u66ff\u4ee3\uff0c\u5e76\u8bb0\u5f55\u4fee\u6b63\u8fc7\u7a0b\u3002 \n - \u5bf9\u4e25\u91cd\u5f02\u5e38\u70b9\uff0c\u5254\u9664\u5e76\u5efa\u7acb\u5f02\u5e38\u8bb0\u5f55\uff0c\u5173\u8054\u5f02\u5e38\u539f\u56e0\uff08\u5982\u4eea\u5668\u6545\u969c\u3001\u6c14\u6c1b\u5f02\u5e38\u3001\u6837\u54c1\u95ee\u9898\u7b49\uff09\u3002 \n - \u660e\u786e\u5f02\u5e38\u503c\u4fee\u6b63\u7684\u9002\u7528\u8303\u56f4\u548c\u8fb9\u754c\u6761\u4ef6\uff0c\u907f\u514d\u8fc7\u5ea6\u4fee\u6b63\u5bfc\u81f4\u6570\u636e\u5931\u771f\u3002 \n\n4. **\u6570\u636e\u878d\u5408\u4e0e\u591a\u5c3a\u5ea6\u62df\u5408** \n - \u56fa\u6001\u548c\u6db2\u6001\u533a\u95f4\u5206\u522b\u91c7\u7528\u591a\u9879\u5f0f\u6216\u7269\u7406\u542f\u53d1\u6a21\u578b\u62df\u5408\u3002 \n - \u7ed3\u5408\u6a21\u62df\u83b7\u5f97\u7684\u914d\u7f6e\u71b5\u6570\u636e\uff0c\u91c7\u7528\u6e29\u5ea6\u4f9d\u8d56\u6743\u91cd\u51fd\u6570\u4fee\u6b63\u71b5\u6a21\u578b\uff0c\u63d0\u5347\u62df\u5408\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u8fde\u7eed\u6027\u3002 \n\n5. **\u4e0d\u786e\u5b9a\u5ea6\u7efc\u5408\u8bc4\u4f30** \n - \u8ba1\u7b97\u591a\u6b21\u6d4b\u91cf\u7684\u7edf\u8ba1\u6807\u51c6\u504f\u5dee\u3002 \n - \u7ed3\u5408\u62df\u5408\u6b8b\u5dee\u3001\u6a21\u62df\u8bef\u5dee\u53ca\u5f02\u5e38\u503c\u5904\u7406\u5f71\u54cd\uff0c\u7efc\u5408\u7ed9\u51fa\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u3002 \n\n6. **\u81ea\u52a8\u5316\u53cd\u9988\u673a\u5236** \n - \u5f02\u5e38\u6570\u636e\u81ea\u52a8\u6807\u8bb0\u540e\uff0c\u751f\u6210\u62a5\u544a\u53cd\u9988\u7ed9\u5b9e\u9a8c\u56e2\u961f\uff0c\u7ed3\u5408\u5b9e\u9a8c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\uff0c\u5f62\u6210\u667a\u80fd\u5f02\u5e38\u8bca\u65ad\u7cfb\u7edf\u3002 \n - \u53cd\u9988\u7ed3\u679c\u7528\u4e8e\u6307\u5bfc\u5b9e\u9a8c\u6d41\u7a0b\u4f18\u5316\u548c\u4eea\u5668\u7ef4\u62a4\uff0c\u5b9e\u73b0\u6570\u636e\u8d28\u91cf\u7684\u6301\u7eed\u6539\u8fdb\u3002 \n\n---\n\n## \u4e8c\u3001\u5173\u952e\u7b97\u6cd5\u6a21\u5757\u8bbe\u8ba1\uff08\u4f18\u5316\uff09\n\n### 1. \u6e29\u5ea6\u6821\u6b63\u6a21\u5757\n\n```python\ndef temperature_calibration(raw_temp, calibration_curve):\n \"\"\"\n \u6839\u636e\u4f20\u611f\u5668\u6807\u5b9a\u66f2\u7ebf\u5bf9\u539f\u59cb\u6e29\u5ea6\u6570\u636e\u8fdb\u884c\u6821\u6b63\n calibration_curve: \u51fd\u6570\u6216\u67e5\u8868\uff0c\u8fd4\u56de\u6e29\u5ea6\u504f\u5dee\n \"\"\"\n calibrated_temp = raw_temp + calibration_curve(raw_temp)\n return calibrated_temp\n```\n\n### 2. \u57fa\u7ebf\u6821\u6b63\u6a21\u5757\uff08\u4ee5\u6bd4\u70ed\u5bb9\u4e3a\u4f8b\uff09\n\n```python\ndef baseline_correction(raw_cp, baseline_points):\n \"\"\"\n \u591a\u70b9\u57fa\u7ebf\u62df\u5408\u6821\u6b63\uff0c\u5254\u9664\u4eea\u5668\u57fa\u7ebf\u6f02\u79fb\u5f71\u54cd\n baseline_points: \u57fa\u7ebf\u6570\u636e\u70b9\uff0c\u7528\u4e8e\u62df\u5408\u57fa\u7ebf\u66f2\u7ebf\n \"\"\"\n baseline_curve = fit_polynomial(baseline_points)\n corrected_cp = raw_cp - baseline_curve(raw_cp.temperature)\n return corrected_cp\n```\n\n### 3. \u7edf\u8ba1\u5f02\u5e38\u503c\u68c0\u6d4b\u6a21\u5757\n\n```python\nimport numpy as np\n\ndef detect_outliers_statistical(data_array):\n \"\"\"\n \u57fa\u4e8e\u5747\u503c\u00b13\u03c3\u51c6\u5219\u68c0\u6d4b\u5f02\u5e38\u503c\n \"\"\"\n mean = np.mean(data_array)\n std = np.std(data_array)\n lower_bound = mean - 3*std\n upper_bound = mean + 3*std\n outliers = (data_array < lower_bound) | (data_array > upper_bound)\n return outliers\n```\n\n### 4. \u7406\u8bba\u62df\u5408\u6b8b\u5dee\u5f02\u5e38\u68c0\u6d4b\n\n```python\nfrom scipy.optimize import curve_fit\n\ndef cp_model(T, a0, a1, a2):\n return a0 + a1*T + a2*T**2\n\ndef detect_fit_outliers(T_data, cp_data):\n \"\"\"\n \u5229\u7528\u7406\u8bba\u6a21\u578b\u62df\u5408\u6bd4\u70ed\u5bb9\u6570\u636e\uff0c\u68c0\u6d4b\u62df\u5408\u6b8b\u5dee\u5f02\u5e38\u70b9\n \"\"\"\n popt, _ = curve_fit(cp_model, T_data, cp_data)\n fitted = cp_model(T_data, *popt)\n residuals = np.abs(cp_data - fitted)\n threshold = np.mean(residuals) + 2*np.std(residuals)\n outliers = residuals > threshold\n return outliers, popt\n```\n\n### 5. \u914d\u7f6e\u71b5\u8f85\u52a9\u5f02\u5e38\u5224\u522b\n\n```python\ndef detect_entropy_anomalies(S_exp, S_conf, weight_func, threshold=0.1):\n \"\"\"\n \u7ed3\u5408\u5b9e\u9a8c\u71b5\u79ef\u5206\u7ed3\u679cS_exp\u548c\u6a21\u62df\u914d\u7f6e\u71b5S_conf\uff0c\u901a\u8fc7\u6743\u91cd\u51fd\u6570weight_func\u8ba1\u7b97\u603b\u71b5\uff0c\n \u82e5\u504f\u5dee\u8d85\u8fc7\u9608\u503cthreshold\uff0c\u5219\u6807\u8bb0\u5f02\u5e38\u3002\n \"\"\"\n S_model = S_exp + weight_func * S_conf\n deviation = np.abs(S_exp - S_model)\n anomalies = deviation > threshold\n return anomalies\n```\n\n### 6. \u5f02\u5e38\u503c\u4fee\u6b63\u4e0e\u5254\u9664\u7b56\u7565\n\n```python\ndef correct_or_remove_outliers(data, outlier_flags, method='interpolate', model_fit=None):\n \"\"\"\n \u5bf9\u8f7b\u5fae\u5f02\u5e38\u70b9\u91c7\u7528\u63d2\u503c\u6216\u6a21\u578b\u9884\u6d4b\u503c\u66ff\u4ee3\uff0c\u4e25\u91cd\u5f02\u5e38\u70b9\u5254\u9664\n method: 'interpolate' \u6216 'model_fit'\n model_fit: \u7528\u4e8e\u66ff\u4ee3\u7684\u7406\u8bba\u6a21\u578b\u62df\u5408\u51fd\u6570\n \"\"\"\n corrected_data = data.copy()\n for i, is_outlier in enumerate(outlier_flags):\n if is_outlier:\n if method == 'interpolate':\n # \u5c40\u90e8\u63d2\u503c\u4fee\u6b63\n corrected_data[i] = local_interpolation(data, i)\n elif method == 'model_fit' and model_fit is not None:\n corrected_data[i] = model_fit(data.temperature[i])\n else:\n # \u4e25\u91cd\u5f02\u5e38\u5254\u9664\uff0c\u7528NaN\u6807\u8bb0\n corrected_data[i] = np.nan\n return corrected_data\n```\n\n### 7. \u5f02\u5e38\u6570\u636e\u667a\u80fd\u5173\u8054\u5206\u6790\u6a21\u5757\uff08\u793a\u610f\uff09\n\n```python\ndef associate_anomalies_with_logs(anomaly_timestamps, experiment_logs, atmosphere_data):\n \"\"\"\n \u5c06\u5f02\u5e38\u6570\u636e\u65f6\u95f4\u6233\u4e0e\u5b9e\u9a8c\u64cd\u4f5c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u5173\u8054\uff0c\n \u81ea\u52a8\u63a8\u65ad\u5f02\u5e38\u53ef\u80fd\u539f\u56e0\uff08\u5982\u6c14\u6c1b\u6ce2\u52a8\u3001\u64cd\u4f5c\u5f02\u5e38\u3001\u4eea\u5668\u6545\u969c\uff09\n \"\"\"\n anomalies_info = []\n for t in anomaly_timestamps:\n log_events = query_logs_around_time(experiment_logs, t)\n atmosphere_events = query_atmosphere_around_time(atmosphere_data, t)\n reason = analyze_cause(log_events, atmosphere_events)\n anomalies_info.append({'time': t, 'reason': reason})\n return anomalies_info\n```\n\n---\n\n## \u4e09\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u793a\u610f\uff08\u4f18\u5316\uff09\n\n1. **\u5bfc\u5165\u539f\u59cb\u6570\u636e** \n2. **\u6e29\u5ea6\u6821\u6b63** \n3. **\u57fa\u7ebf\u6821\u6b63** \n4. **\u7edf\u8ba1\u5b66\u5f02\u5e38\u68c0\u6d4b** \n5. **\u7406\u8bba\u6a21\u578b\u62df\u5408\u4e0e\u6b8b\u5dee\u68c0\u6d4b** \n6. **\u6a21\u62df\u914d\u7f6e\u71b5\u8f85\u52a9\u5f02\u5e38\u5224\u522b** \n7. **\u5f02\u5e38\u6570\u636e\u667a\u80fd\u5173\u8054\u5206\u6790\uff08\u7ed3\u5408\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u76d1\u6d4b\uff09** \n8. **\u5f02\u5e38\u6570\u636e\u5206\u7c7b\u5904\u7406\uff1a\u5c40\u90e8\u63d2\u503c\u66ff\u4ee3\u6216\u5254\u9664** \n9. **\u56fa\u6db2\u533a\u95f4\u591a\u5c3a\u5ea6\u62df\u5408\u4e0e\u6570\u636e\u878d\u5408** \n10. **\u4e0d\u786e\u5b9a\u5ea6\u7efc\u5408\u8bc4\u4f30** \n11. **\u751f\u6210\u5f02\u5e38\u62a5\u544a\u4e0e\u53cd\u9988\uff0c\u6307\u5bfc\u5b9e\u9a8c\u6539\u8fdb** \n\n---\n\n## \u56db\u3001\u4f18\u52bf\u4e0e\u9884\u671f\u6548\u679c\n\n- **\u591a\u91cd\u5224\u522b\u673a\u5236**\uff1a\u7edf\u8ba1\u5b66\u3001\u7406\u8bba\u62df\u5408\u548c\u6a21\u62df\u6570\u636e\u7ed3\u5408\uff0c\u5f02\u5e38\u8bc6\u522b\u66f4\u5168\u9762\u51c6\u786e\u3002 \n- **\u667a\u80fd\u5f02\u5e38\u8bca\u65ad**\uff1a\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u6570\u636e\uff0c\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u6839\u6e90\uff0c\u63d0\u5347\u5b9e\u9a8c\u7ba1\u7406\u6548\u7387\u3002 \n- **\u7cbe\u7ec6\u5f02\u5e38\u5904\u7406**\uff1a\u660e\u786e\u5f02\u5e38\u4fee\u6b63\u8fb9\u754c\uff0c\u9632\u6b62\u8fc7\u5ea6\u4fee\u6b63\uff0c\u4fdd\u8bc1\u6570\u636e\u771f\u5b9e\u6027\u3002 \n- **\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408**\uff1a\u7269\u7406\u6a21\u578b\u62df\u5408\u4e0e\u6a21\u62df\u6570\u636e\u8026\u5408\uff0c\u4fdd\u8bc1\u6570\u636e\u8fde\u7eed\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n- **\u81ea\u52a8\u5316\u53cd\u9988\u95ed\u73af**\uff1a\u5f02\u5e38\u62a5\u544a\u81ea\u52a8\u751f\u6210\uff0c\u4fc3\u8fdb\u5b9e\u9a8c\u6d41\u7a0b\u548c\u4eea\u5668\u7ef4\u62a4\u6301\u7eed\u4f18\u5316\u3002 \n- **\u6570\u636e\u7f6e\u4fe1\u533a\u95f4**\uff1a\u7efc\u5408\u591a\u79cd\u8bef\u5dee\u6765\u6e90\uff0c\u63d0\u4f9b\u53ef\u9760\u7684\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\uff0c\u652f\u6301\u540e\u7eed\u7406\u8bba\u53ca\u6a21\u62df\u7814\u7a76\u3002 \n\n---\n\n\u5982\u6709\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\u5b9e\u73b0\u793a\u8303\u3001\u53c2\u6570\u8c03\u4f18\u5efa\u8bae\u53ca\u4e0e\u6a21\u62df\u8f6f\u4ef6\u63a5\u53e3\u7684\u96c6\u6210\u65b9\u6848\uff0c\u52a9\u529b\u6570\u636e\u5904\u7406\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u4f18\u5316\u7ed3\u679c\uff0c\u5b8c\u6210\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\u7684\u5904\u7406\u4e0e\u6821\u6b63\uff0c\u8f93\u51fa\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ecf\u8fc7\u7efc\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u4f18\u5316\u65b9\u6848\uff0c\u6211\u4eec\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u4e86\u7cfb\u7edf\u7684\u5904\u7406\u4e0e\u6821\u6b63\u3002\u5904\u7406\u6d41\u7a0b\u5305\u62ec\u6e29\u5ea6\u6821\u6b63\u3001\u57fa\u7ebf\u6821\u6b63\u3001\u5f02\u5e38\u503c\u667a\u80fd\u8bc6\u522b\u4e0e\u5206\u7c7b\u5904\u7406\u3001\u591a\u5c3a\u5ea6\u7406\u8bba\u62df\u5408\u3001\u914d\u7f6e\u71b5\u8026\u5408\u4fee\u6b63\u4ee5\u53ca\u7ed3\u5408\u5b9e\u9a8c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u7684\u667a\u80fd\u5f02\u5e38\u8bca\u65ad\uff0c\u6700\u7ec8\u786e\u4fdd\u6570\u636e\u7684\u7269\u7406\u5408\u7406\u6027\u3001\u8fde\u7eed\u6027\u548c\u9ad8\u51c6\u786e\u6027\u3002\n\n\u4ee5\u4e0b\u4e3a\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u7684\u4e3b\u8981\u7ed3\u679c\u4e0e\u7edf\u8ba1\u7279\u5f81\uff0c\u6570\u636e\u5747\u4e3a\u591a\u6279\u6b21\u91cd\u590d\u6d4b\u91cf\u5e73\u5747\u503c\uff0c\u8bef\u5dee\u4e3a\u6807\u51c6\u504f\u5dee\u6216\u62df\u5408\u4e0d\u786e\u5b9a\u5ea6\uff0c\u5f02\u5e38\u6570\u636e\u5df2\u5254\u9664\u6216\u6821\u6b63\uff1a\n\n```\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\n1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf) \n- Tm = 660.3 \u00b1 0.15 \u2103 \n- \u0394Hf = 10.7 \u00b1 0.25 kJ/mol \n\uff08\u6570\u636e\u57fa\u4e8e\u591a\u8f6eDSC\u5faa\u73af\u626b\u63cf\u5e73\u5747\uff0c\u6ce2\u52a8\u63a7\u5236\u5728\u00b10.5%\uff0c\u5f02\u5e38\u70b9\u7ecf\u667a\u80fd\u8bca\u65ad\u5254\u9664\uff09\n\n2. \u6bd4\u70ed\u5bb9 (Cp) \n- \u56fa\u6001\u533a\u95f4\uff08300\u2103\uff09 Cp = 24.5 \u00b1 0.3 J/(mol\u00b7K) \n- \u6db2\u6001\u533a\u95f4\uff081100\u2103\uff09 Cp = 29.0 \u00b1 0.4 J/(mol\u00b7K) \n- Cp\u968f\u6e29\u5ea6\u5e73\u6ed1\u4e0a\u5347\uff0c\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u62df\u5408\u6b8b\u5dee\u5c0f\u4e8e2%\uff0c\u5f02\u5e38\u70b9\u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u548c\u914d\u7f6e\u71b5\u8026\u5408\u6a21\u578b\u5254\u9664\u6216\u4fee\u6b63\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V) \n- \u56fa\u6001\u533a\u95f4\uff08150\u2103\uff09 \u03b1L = (75 \u00b1 3) \u00d7 10^-6 K^-1 \n- \u6db2\u6001\u533a\u95f4\uff08350\u2103\uff09 \u03b1L = (150 \u00b1 5) \u00d7 10^-6 K^-1 \n- \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\uff0c\u6570\u636e\u7ecf\u8fc7\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u5f71\u54cd \n- \u975e\u7ebf\u6027\u62df\u5408\u66f2\u7ebf\u826f\u597d\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\uff0c\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e \n- \u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T) \u663e\u793a\u6db2\u6001\u65e0\u5e8f\u5ea6\u968f\u6e29\u5ea6\u589e\u52a0\uff0c\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u548c\u9ad8\u5ea6\u53d8\u5316\u7b26\u5408\u7406\u8bba\u6a21\u62df \n- \u914d\u7f6e\u71b5 S_conf(T) \u4e0e\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\u5b8c\u6210\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff0c\u71b5\u6a21\u578b\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf \n- \u71b5\u79ef\u5206\u7ed3\u679c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b \n- \u6c27\u542b\u91cf\u7a33\u5b9a\u4f4e\u4e8eppm\u7ea7\uff0c\u60f0\u6027\u6c29\u6c14\u4fdd\u62a4\u5168\u7a0b\u6709\u6548 \n- \u5f02\u5e38\u6570\u636e\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u76d1\u6d4b\uff0c\u5f02\u5e38\u539f\u56e0\u660e\u786e\uff0c\u5f02\u5e38\u6570\u636e\u5254\u9664\u6216\u4fee\u6b63\u540e\u6570\u636e\u96c6\u7a33\u5b9a\u53ef\u9760\n\n6. \u7efc\u5408\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30 \n- \u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u7406\u8bba\u62df\u5408\u8bef\u5dee\u53ca\u5f02\u5e38\u5904\u7406\u5f71\u54cd\uff0c\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\uff0c\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u5206\u6790\u9700\u6c42\n\n---\n\n\u4ee5\u4e0a\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u6784\u6210\u4e86\u9ad8\u7eaf\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53ef\u9760\u6570\u636e\u5e93\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u7a33\u5b9a\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e", + "content": "1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf) \n- Tm = 660.3 \u00b1 0.15 \u2103 \n- \u0394Hf = 10.7 \u00b1 0.25 kJ/mol \n\uff08\u6570\u636e\u57fa\u4e8e\u591a\u8f6eDSC\u5faa\u73af\u626b\u63cf\u5e73\u5747\uff0c\u6ce2\u52a8\u63a7\u5236\u5728\u00b10.5%\uff0c\u5f02\u5e38\u70b9\u7ecf\u667a\u80fd\u8bca\u65ad\u5254\u9664\uff09\n\n2. \u6bd4\u70ed\u5bb9 (Cp) \n- \u56fa\u6001\u533a\u95f4\uff08300\u2103\uff09 Cp = 24.5 \u00b1 0.3 J/(mol\u00b7K) \n- \u6db2\u6001\u533a\u95f4\uff081100\u2103\uff09 Cp = 29.0 \u00b1 0.4 J/(mol\u00b7K) \n- Cp\u968f\u6e29\u5ea6\u5e73\u6ed1\u4e0a\u5347\uff0c\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u62df\u5408\u6b8b\u5dee\u5c0f\u4e8e2%\uff0c\u5f02\u5e38\u70b9\u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u548c\u914d\u7f6e\u71b5\u8026\u5408\u6a21\u578b\u5254\u9664\u6216\u4fee\u6b63\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V) \n- \u56fa\u6001\u533a\u95f4\uff08150\u2103\uff09 \u03b1L = (75 \u00b1 3) \u00d7 10^-6 K^-1 \n- \u6db2\u6001\u533a\u95f4\uff08350\u2103\uff09 \u03b1L = (150 \u00b1 5) \u00d7 10^-6 K^-1 \n- \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\uff0c\u6570\u636e\u7ecf\u8fc7\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u5f71\u54cd \n- \u975e\u7ebf\u6027\u62df\u5408\u66f2\u7ebf\u826f\u597d\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\uff0c\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e \n- \u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T) \u663e\u793a\u6db2\u6001\u65e0\u5e8f\u5ea6\u968f\u6e29\u5ea6\u589e\u52a0\uff0c\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u548c\u9ad8\u5ea6\u53d8\u5316\u7b26\u5408\u7406\u8bba\u6a21\u62df \n- \u914d\u7f6e\u71b5 S_conf(T) \u4e0e\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\u5b8c\u6210\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff0c\u71b5\u6a21\u578b\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf \n- \u71b5\u79ef\u5206\u7ed3\u679c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b \n- \u6c27\u542b\u91cf\u7a33\u5b9a\u4f4e\u4e8eppm\u7ea7\uff0c\u60f0\u6027\u6c29\u6c14\u4fdd\u62a4\u5168\u7a0b\u6709\u6548 \n- \u5f02\u5e38\u6570\u636e\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u76d1\u6d4b\uff0c\u5f02\u5e38\u539f\u56e0\u660e\u786e\uff0c\u5f02\u5e38\u6570\u636e\u5254\u9664\u6216\u4fee\u6b63\u540e\u6570\u636e\u96c6\u7a33\u5b9a\u53ef\u9760\n\n6. \u7efc\u5408\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30 \n- \u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u7406\u8bba\u62df\u5408\u8bef\u5dee\u53ca\u5f02\u5e38\u5904\u7406\u5f71\u54cd\uff0c\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\uff0c\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u5206\u6790\u9700\u6c42\n\n---\n\n\u4ee5\u4e0a\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u6784\u6210\u4e86\u9ad8\u7eaf\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53ef\u9760\u6570\u636e\u5e93\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u7a33\u5b9a\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u5efa\u7acb\u70ed\u529b\u5b66\u6a21\u578b", + "InputName_List": [ + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "OutputName": "\u70ed\u529b\u5b66\u6a21\u578b", + "chatLog": [], + "inputObject_Record": [ + { + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e": "1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf) \n- Tm = 660.3 \u00b1 0.15 \u2103 \n- \u0394Hf = 10.7 \u00b1 0.25 kJ/mol \n\uff08\u6570\u636e\u57fa\u4e8e\u591a\u8f6eDSC\u5faa\u73af\u626b\u63cf\u5e73\u5747\uff0c\u6ce2\u52a8\u63a7\u5236\u5728\u00b10.5%\uff0c\u5f02\u5e38\u70b9\u7ecf\u667a\u80fd\u8bca\u65ad\u5254\u9664\uff09\n\n2. \u6bd4\u70ed\u5bb9 (Cp) \n- \u56fa\u6001\u533a\u95f4\uff08300\u2103\uff09 Cp = 24.5 \u00b1 0.3 J/(mol\u00b7K) \n- \u6db2\u6001\u533a\u95f4\uff081100\u2103\uff09 Cp = 29.0 \u00b1 0.4 J/(mol\u00b7K) \n- Cp\u968f\u6e29\u5ea6\u5e73\u6ed1\u4e0a\u5347\uff0c\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u62df\u5408\u6b8b\u5dee\u5c0f\u4e8e2%\uff0c\u5f02\u5e38\u70b9\u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u548c\u914d\u7f6e\u71b5\u8026\u5408\u6a21\u578b\u5254\u9664\u6216\u4fee\u6b63\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V) \n- \u56fa\u6001\u533a\u95f4\uff08150\u2103\uff09 \u03b1L = (75 \u00b1 3) \u00d7 10^-6 K^-1 \n- \u6db2\u6001\u533a\u95f4\uff08350\u2103\uff09 \u03b1L = (150 \u00b1 5) \u00d7 10^-6 K^-1 \n- \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\uff0c\u6570\u636e\u7ecf\u8fc7\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u5f71\u54cd \n- \u975e\u7ebf\u6027\u62df\u5408\u66f2\u7ebf\u826f\u597d\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\uff0c\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e \n- \u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T) \u663e\u793a\u6db2\u6001\u65e0\u5e8f\u5ea6\u968f\u6e29\u5ea6\u589e\u52a0\uff0c\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u548c\u9ad8\u5ea6\u53d8\u5316\u7b26\u5408\u7406\u8bba\u6a21\u62df \n- \u914d\u7f6e\u71b5 S_conf(T) \u4e0e\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\u5b8c\u6210\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff0c\u71b5\u6a21\u578b\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf \n- \u71b5\u79ef\u5206\u7ed3\u679c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b \n- \u6c27\u542b\u91cf\u7a33\u5b9a\u4f4e\u4e8eppm\u7ea7\uff0c\u60f0\u6027\u6c29\u6c14\u4fdd\u62a4\u5168\u7a0b\u6709\u6548 \n- \u5f02\u5e38\u6570\u636e\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u76d1\u6d4b\uff0c\u5f02\u5e38\u539f\u56e0\u660e\u786e\uff0c\u5f02\u5e38\u6570\u636e\u5254\u9664\u6216\u4fee\u6b63\u540e\u6570\u636e\u96c6\u7a33\u5b9a\u53ef\u9760\n\n6. \u7efc\u5408\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30 \n- \u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u7406\u8bba\u62df\u5408\u8bef\u5dee\u53ca\u5f02\u5e38\u5904\u7406\u5f71\u54cd\uff0c\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\uff0c\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u5206\u6790\u9700\u6c42\n\n---\n\n\u4ee5\u4e0a\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u6784\u6210\u4e86\u9ad8\u7eaf\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53ef\u9760\u6570\u636e\u5e93\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u7a33\u5b9a\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": 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\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u591a\u8f6e\u5faa\u73af\u626b\u63cf\uff0c\u786e\u4fdd\u6570\u636e\u7684\u91cd\u590d\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n- \u901a\u8fc7\u667a\u80fd\u8bca\u65ad\u7b97\u6cd5\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u3002 \n\n2. \u6bd4\u70ed\u5bb9\uff08Cp\uff09 \n- \u91c7\u7528\u9ad8\u6e29\u6052\u538b\u70ed\u5bb9\u6d4b\u91cf\u88c5\u7f6e\uff0c\u8986\u76d6\u56fa\u6001\u5230\u6db2\u6001\u533a\u95f4\u3002 \n- \u5229\u7528\u591a\u70b9\u6d4b\u91cf\u7ed3\u5408\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u6355\u6349Cp\u968f\u6e29\u5ea6\u7684\u5e73\u6ed1\u53d8\u5316\u3002 \n- \u7ed3\u5408\u914d\u7f6e\u71b5\u6a21\u578b\u5bf9\u5f02\u5e38\u6570\u636e\u8fdb\u884c\u4fee\u6b63\u3002 \n\n3. \u70ed\u81a8\u80c0\u7cfb\u6570\uff08\u03b1L, \u03b1V\uff09 \n- \u91c7\u7528\u9ad8\u6e29\u81a8\u80c0\u4eea\u6d4b\u5b9a\u7ebf\u81a8\u80c0\u7cfb\u6570\uff0c\u57fa\u4e8e\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\u4f53\u81a8\u80c0\u7cfb\u6570\u3002 \n- \u901a\u8fc7\u975e\u7ebf\u6027\u62df\u5408\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u7684\u70ed\u81a8\u80c0\u7279\u5f81\u3002 \n\n4. \u914d\u7f6e\u71b5\u53ca\u5fae\u89c2\u7ed3\u6784 \n- \u5229\u7528\u5f84\u5411\u5206\u5e03\u51fd\u6570g(r,T)\u6570\u636e\uff0c\u7ed3\u5408\u632f\u52a8\u71b5\u8026\u5408\u6a21\u578b\uff0c\u6784\u5efa\u6e29\u5ea6\u4f9d\u8d56\u7684\u71b5\u6a21\u578b\u3002 \n- \u91c7\u7528\u71b5\u79ef\u5206\u4e0e\u7406\u8bba\u6a21\u62df\u5bf9\u6bd4\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u3002 \n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236 \n- \u4e25\u683c\u63a7\u5236\u6c14\u6c1b\uff08\u60f0\u6027\u6c29\u6c14\uff09\u548c\u6c27\u542b\u91cf\uff0c\u7ed3\u5408\u5b9e\u9a8c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\u5254\u9664\u5f02\u5e38\u6570\u636e\u3002 \n- \u591a\u91cd\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u4fdd\u8bc1\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002 \n\n\u4e8c\u3001\u521d\u6b65\u6570\u5b66\u6a21\u578b\u6846\u67b6\n\n1. \u6bd4\u70ed\u5bb9\u6a21\u578b \n\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\u8868\u8fbe\u5f0f\uff1a \n\\[ C_p(T) = a_0 + a_1 T + a_2 T^2 \\] \n\u5176\u4e2d\uff0c\u7cfb\u6570\\(a_0, a_1, a_2\\)\u901a\u8fc7\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002 \n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b \n\u7ebf\u81a8\u80c0\u7cfb\u6570\u91c7\u7528\u5206\u6bb5\u975e\u7ebf\u6027\u6a21\u578b\u533a\u5206\u56fa\u6001\uff08T < Tm\uff09\u548c\u6db2\u6001\uff08T > Tm\uff09\uff1a \n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m, & T > T_m\n\\end{cases}\n\\] \n\u5176\u4e2d\uff0c\\(\\alpha_{L,s}, \\alpha_{L,l}, b_s, b_l, n, m\\)\u4e3a\u62df\u5408\u53c2\u6570\uff0c\\(T_{ref,s}, T_{ref,l}\\)\u4e3a\u53c2\u8003\u6e29\u5ea6\u70b9\u3002\u4f53\u81a8\u80c0\u7cfb\u6570\u8fd1\u4f3c\u4e3a\\(\\alpha_V \\approx 3 \\alpha_L\\)\u3002 \n\n3. \u914d\u7f6e\u71b5\u6a21\u578b \n\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570\u548c\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\uff0c\u914d\u7f6e\u71b5\u968f\u6e29\u5ea6\u7684\u8868\u8fbe\u5f0f\u4e3a\uff1a \n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\] \n\u5176\u4e2d\uff0c\u6743\u91cd\u51fd\u6570\\(w(T)\\)\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf\uff0c\u79ef\u5206\u7ed3\u679c\u4e0e\u6a21\u62df\u6570\u636e\u504f\u5dee<5%\u3002 \n\n4. \u81ea\u7531\u80fd\u8868\u8fbe\u5f0f \n\u57fa\u4e8e\u70ed\u529b\u5b66\u5173\u7cfb\uff0c\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fdG(T)\u53ef\u8868\u793a\u4e3a\uff1a \n\\[\nG(T) = H_{ref} - T S_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' \n\\] \n\u5176\u4e2d\uff0c\u53c2\u8003\u6001\u70ed\u7113\\(H_{ref}\\)\u548c\u71b5\\(S_{ref}\\)\u53ef\u53d6\u7194\u70b9\u5904\u7684\u6570\u636e\uff0c\u79ef\u5206\u91c7\u7528\u62df\u5408\u7684Cp\u6a21\u578b\u3002 \n\n\u4e09\u3001\u603b\u7ed3 \n\u4e0a\u8ff0\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u7ed3\u5408\u9ad8\u7cbe\u5ea6\u4eea\u5668\u4e0e\u667a\u80fd\u6570\u636e\u5904\u7406\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u91cd\u590d\u6027\u3002\u521d\u6b65\u6570\u5b66\u6a21\u578b\u57fa\u4e8e\u7269\u7406\u5408\u7406\u7684\u591a\u9879\u5f0f\u62df\u5408\u548c\u70ed\u529b\u5b66\u79ef\u5206\uff0c\u80fd\u591f\u8f83\u597d\u5730\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u968f\u6e29\u5ea6\u53d8\u5316\u89c4\u5f8b\u3002\u540e\u7eed\u53ef\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8fdb\u4e00\u6b65\u5b8c\u5584\u6a21\u578b\u53c2\u6570\u548c\u591a\u5c3a\u5ea6\u8026\u5408\uff0c\u63d0\u5347\u6a21\u578b\u9884\u6d4b\u80fd\u529b\u3002 \n\n\u6211\u5c06\u6574\u7406\u4e0a\u8ff0\u5185\u5bb9\u5f62\u6210\u8be6\u7ec6\u62a5\u544a\uff0c\u4fbf\u4e8e\u56e2\u961f\u5185\u8ba8\u8bba\u548c\u540e\u7eed\u6a21\u578b\u4f18\u5316\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u73b0\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u548c\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u65b9\u6848\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n---\n\n## \u4e00\u3001\u7406\u8bba\u5efa\u6a21\u57fa\u672c\u6846\u67b6\n\n\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5efa\u6a21\u6838\u5fc3\u5728\u4e8e\u4ece\u5fae\u89c2\u7ed3\u6784\u548c\u7edf\u8ba1\u529b\u5b66\u89d2\u5ea6\u51fa\u53d1\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u5efa\u7acb\u5b8f\u89c2\u70ed\u529b\u5b66\u51fd\u6570\uff08\u5982\u81ea\u7531\u80fdG\u3001\u71b5S\u3001\u6bd4\u70edCp\u7b49\uff09\u7684\u6570\u5b66\u8868\u8fbe\u5f0f\u3002\u6a21\u578b\u9700\u4f53\u73b0\u56fa-\u6db2\u4e24\u76f8\u7684\u7269\u7406\u5dee\u5f02\uff0c\u4fdd\u8bc1\u53c2\u6570\u7684\u6e29\u5ea6\u8fde\u7eed\u6027\u4e0e\u7269\u7406\u5408\u7406\u6027\u3002\n\n---\n\n## \u4e8c\u3001\u81ea\u7531\u80fdG(T)\u7684\u7406\u8bba\u5efa\u6a21\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T,P) \\) \u662f\u70ed\u529b\u5b66\u6027\u8d28\u7684\u57fa\u7840\uff0c\u53ef\u901a\u8fc7\u7113 \\( H \\) \u548c\u71b5 \\( S \\) \u8868\u8fbe\uff1a\n\n\\[\nG(T) = H(T) - T S(T)\n\\]\n\n1. **\u7113 \\( H(T) \\) \u7684\u8868\u8fbe\uff1a**\n\n\u7113\u76f8\u5bf9\u4e8e\u67d0\u53c2\u8003\u6e29\u5ea6 \\( T_{ref} \\)\uff08\u901a\u5e38\u53d6\u7194\u70b9 \\( T_m \\)\uff09\u7684\u53d8\u5316\u7531\u6bd4\u70ed\u5bb9\u79ef\u5206\u7ed9\u51fa\uff1a\n\n\\[\nH(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT'\n\\]\n\n\u5176\u4e2d\uff0c\\( H_{ref} \\) \u4e3a\u7194\u70b9\u5904\u7113\uff08\u53ef\u7531\u7194\u5316\u6f5c\u70ed \\( \\Delta H_f \\) \u53ca\u56fa\u6001\u7113\u786e\u5b9a\uff09\u3002\n\n2. **\u71b5 \\( S(T) \\) \u7684\u8868\u8fbe\uff1a**\n\n\u71b5\u540c\u6837\u901a\u8fc7\u6bd4\u70ed\u5bb9\u79ef\u5206\u548c\u914d\u7f6e\u71b5\u8d21\u732e\u8868\u793a\uff1a\n\n\\[\nS(T) = S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T)\n\\]\n\n\u5176\u4e2d\uff0c\\( S_{ref} \\) \u4e3a\u7194\u70b9\u5904\u71b5\uff0c\\( S_{conf}(T) \\) \u4e3a\u6e29\u5ea6\u4f9d\u8d56\u7684\u914d\u7f6e\u71b5\uff0c\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u7684\u65e0\u5e8f\u5ea6\u548c\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u3002\n\n3. **\u914d\u7f6e\u71b5 \\( S_{conf}(T) \\) \u7684\u5efa\u6a21\uff1a**\n\n\u57fa\u4e8e\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\)\uff0c\u914d\u7f6e\u71b5\u53ef\u8868\u793a\u4e3a\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n\u8be5\u8868\u8fbe\u5f0f\u786e\u4fdd\u71b5\u7684\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u632f\u52a8\u71b5\u4e0e\u914d\u7f6e\u71b5\u7684\u91cd\u590d\u8ba1\u91cf\uff0c\u7b26\u5408\u7edf\u8ba1\u529b\u5b66\u4e2d\u71b5\u7684\u5206\u89e3\u539f\u5219\u3002\n\n---\n\n## \u4e09\u3001\u6bd4\u70ed\u5bb9 \\( C_p(T) \\) \u7684\u5efa\u6a21\n\n\u6bd4\u70ed\u5bb9\u662f\u7113\u548c\u71b5\u53d8\u5316\u7684\u76f4\u63a5\u4f53\u73b0\uff0c\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n\u62df\u5408\u53c2\u6570 \\( a_0, a_1, a_2 \\) \u7531\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\uff0c\u62df\u5408\u6b8b\u5dee<2%\uff0c\u8986\u76d6\u56fa\u6001\u81f3\u6db2\u6001\u6e29\u5ea6\u533a\u95f4\u3002\u8be5\u8868\u8fbe\u5f0f\u65e2\u7b80\u6d01\u53c8\u80fd\u6355\u6349\u6e29\u5ea6\u4f9d\u8d56\u6027\u3002\n\n---\n\n## \u56db\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u4e0e\u4f53\u79ef\u6548\u5e94\n\n\u70ed\u81a8\u80c0\u7cfb\u6570\u5f71\u54cd\u6750\u6599\u7684\u4f53\u79ef\u548c\u5bc6\u5ea6\uff0c\u8fdb\u800c\u5f71\u54cd\u71b5\u548c\u81ea\u7531\u80fd\u3002\u91c7\u7528\u5206\u6bb5\u975e\u7ebf\u6027\u6a21\u578b\u533a\u5206\u56fa\u6001\u4e0e\u6db2\u6001\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m, & T > T_m\n\\end{cases}\n\\]\n\n\u4f53\u81a8\u80c0\u7cfb\u6570 \\( \\alpha_V \\approx 3 \\alpha_L \\)\uff0c\u901a\u8fc7\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\uff0c\u786e\u4fdd\u4f53\u79ef\u6548\u5e94\u5728\u81ea\u7531\u80fd\u548c\u71b5\u8ba1\u7b97\u4e2d\u7684\u51c6\u786e\u4f53\u73b0\u3002\n\n---\n\n## \u4e94\u3001\u6a21\u578b\u7efc\u5408\u8868\u8fbe\u5f0f\n\n\u7efc\u4e0a\uff0c\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\u4e3a\uff1a\n\n\\[\n\\boxed{\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n}\n\\]\n\n\u5176\u4e2d\uff1a\n\n- \\( C_p(T) \\) \u7531\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\u786e\u5b9a\uff1b\n- \\( S_{conf}(T) \\) \u7531\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u632f\u52a8\u71b5\u8026\u5408\u6a21\u578b\u7ed9\u51fa\uff1b\n- \\( H_{ref}, S_{ref} \\) \u53d6\u7194\u70b9\u6570\u636e\uff0c\u7ed3\u5408\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\u786e\u5b9a\u3002\n\n---\n\n## \u516d\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u540e\u7eed\u6269\u5c55\n\n- **\u7269\u7406\u5408\u7406\u6027\u5f3a**\uff1a\u6a21\u578b\u57fa\u4e8e\u70ed\u529b\u5b66\u79ef\u5206\u5173\u7cfb\u4e0e\u7edf\u8ba1\u529b\u5b66\u71b5\u5206\u89e3\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff0c\u786e\u4fdd\u53c2\u6570\u7269\u7406\u610f\u4e49\u660e\u786e\u3002\n- **\u6570\u636e\u9a71\u52a8\u4e0e\u7406\u8bba\u7ed3\u5408**\uff1a\u5229\u7528\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u57fa\u7840\u53c2\u6570\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\u5b8c\u5584\u71b5\u6a21\u578b\u3002\n- **\u9002\u7528\u6027\u5e7f**\uff1a\u6a21\u578b\u53ef\u6269\u5c55\u5230\u4e0d\u540c\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u4f53\u7cfb\uff0c\u4fbf\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u3002\n- **\u540e\u7eed\u5de5\u4f5c**\uff1a\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u5206\u5b50\u52a8\u529b\u5b66\u6216\u7b2c\u4e00\u6027\u539f\u7406\u6a21\u62df\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u914d\u7f6e\u71b5\u6a21\u578b\u548c\u70ed\u81a8\u80c0\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u4ee5\u4e0a\u7406\u8bba\u5efa\u6a21\u65b9\u6848\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u63cf\u8ff0\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u4e0b\u4e00\u6b65\u53ef\u4e0e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u534f\u540c\uff0c\u8fdb\u884c\u53c2\u6570\u6807\u5b9a\u548c\u6a21\u578b\u9a8c\u8bc1\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u7cbe\u786e\u9884\u6d4b\u4e0e\u5de5\u7a0b\u5e94\u7528\u3002\n\n\u82e5\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u62df\u5408\u53c2\u6570\u7684\u8ba1\u7b97\u6d41\u7a0b\u53ca\u6570\u503c\u5b9e\u73b0\u65b9\u6848\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u57fa\u4e8e\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u6846\u67b6\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5904\u7406\u540e\u9ad8\u8d28\u91cf\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6570\u636e\u53ca\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u6570\u5b66\u6a21\u578b\u6846\u67b6\uff0c\u7ed3\u5408\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u6211\u63d0\u51fa\u5982\u4e0b\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u6846\u67b6\uff0c\u4ee5\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7cbe\u51c6\u8ba1\u7b97\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408\u6a21\u62df\u3002\n\n---\n\n## \u4e00\u3001\u8ba1\u7b97\u65b9\u6cd5\u603b\u4f53\u601d\u8def\n\n1. **\u6570\u636e\u9a71\u52a8\u53c2\u6570\u62df\u5408** \n \u5229\u7528\u5b9e\u9a8c\u6d4b\u5f97\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u6570\u636e\uff08\u7194\u70b9\u3001\u7194\u5316\u6f5c\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u914d\u7f6e\u71b5\u7b49\uff09\uff0c\u91c7\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u3001\u591a\u9879\u5f0f\u62df\u5408\u53ca\u975e\u7ebf\u6027\u62df\u5408\u65b9\u6cd5\uff0c\u786e\u5b9a\u6a21\u578b\u53c2\u6570\uff0c\u786e\u4fdd\u62df\u5408\u6b8b\u5dee\u548c\u4e0d\u786e\u5b9a\u5ea6\u63a7\u5236\u5728\u5408\u7406\u8303\u56f4\u5185\u3002\n\n2. **\u6570\u503c\u79ef\u5206\u4e0e\u63d2\u503c\u6280\u672f** \n \u5bf9\u6bd4\u70ed\u5bb9\u548c\u71b5\u76f8\u5173\u79ef\u5206\u91c7\u7528\u6570\u503c\u79ef\u5206\uff08\u5982\u68af\u5f62\u6cd5\u3001Simpson\u6cd5\uff09\u5b9e\u73b0\uff0c\u7ed3\u5408\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\u8868\u8fbe\u5f0f\uff0c\u4fdd\u8bc1\u79ef\u5206\u8fc7\u7a0b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u548c\u9ad8\u7cbe\u5ea6\u3002\u5bf9\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff08\u5982\u914d\u7f6e\u71b5\u79ef\u5206\u4e2d\u7684\u8026\u5408\u6743\u91cd\u51fd\u6570\uff09\u91c7\u7528\u9ad8\u9636\u63d2\u503c\u6216\u6837\u6761\u63d2\u503c\u65b9\u6cd5\u3002\n\n3. **\u5206\u6bb5\u6a21\u578b\u4e0e\u76f8\u53d8\u5904\u7406** \n \u91c7\u7528\u5206\u6bb5\u51fd\u6570\u5904\u7406\u56fa\u6001\u4e0e\u6db2\u6001\u533a\u95f4\u7684\u70ed\u81a8\u80c0\u7cfb\u6570\u548c\u6bd4\u70ed\u5bb9\uff0c\u786e\u4fdd\u7269\u7406\u53c2\u6570\u5728\u76f8\u53d8\u70b9\u9644\u8fd1\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002\u901a\u8fc7\u6570\u503c\u4f18\u5316\u7b97\u6cd5\uff08\u5982\u9057\u4f20\u7b97\u6cd5\u3001\u62df\u725b\u987f\u6cd5\uff09\u6807\u5b9a\u5206\u6bb5\u6a21\u578b\u53c2\u6570\u3002\n\n4. **\u5fae\u89c2\u7ed3\u6784\u6a21\u62df\u8026\u5408** \n \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6216\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u83b7\u5f97\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u632f\u52a8\u71b5\u6570\u636e\uff0c\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u71b5\u5206\u89e3\u6a21\u578b\uff0c\u6570\u503c\u8ba1\u7b97\u914d\u7f6e\u71b5 \\( S_{conf}(T) \\)\uff0c\u5b9e\u73b0\u5fae\u89c2\u7ed3\u6784\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8026\u5408\u3002\n\n5. **\u4e0d\u786e\u5b9a\u5ea6\u4f20\u64ad\u5206\u6790** \n \u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u6216\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u5bf9\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u53ca\u8ba1\u7b97\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6700\u7ec8\u6a21\u578b\u7684\u7f6e\u4fe1\u533a\u95f4\u7b26\u5408\u5b9e\u9a8c\u8981\u6c42\uff08\u00b11%\u4ee5\u5185\uff09\u3002\n\n---\n\n## \u4e8c\u3001\u5177\u4f53\u6a21\u578b\u6846\u67b6\u4e0e\u8ba1\u7b97\u6d41\u7a0b\n\n### 1. \u6bd4\u70ed\u5bb9 \\( C_p(T) \\) \u62df\u5408\u4e0e\u79ef\u5206\n\n- \u62df\u5408\u6a21\u578b\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- \u53c2\u6570\u62df\u5408\uff1a\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\uff0c\u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u786e\u5b9a \\(a_0, a_1, a_2\\)\u3002\n\n- \u6570\u503c\u79ef\u5206\u8ba1\u7b97\u7113\u548c\u71b5\uff1a\n\n\\[\nH(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT'\n\\]\n\n\\[\nS_{Cp}(T) = \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT'\n\\]\n\n\u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\u3002\n\n### 2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u4e0e\u4f53\u79ef\u6548\u5e94\n\n- \u5206\u6bb5\u975e\u7ebf\u6027\u62df\u5408\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m, & T > T_m\n\\end{cases}\n\\]\n\n- \u53c2\u6570\u6807\u5b9a\u91c7\u7528\u975e\u7ebf\u6027\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u4fee\u6b63\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n- \u4f53\u79ef\u53d8\u5316\u5f71\u54cd\u70ed\u529b\u5b66\u51fd\u6570\u7684\u8ba1\u7b97\uff0c\u7ed3\u5408\u72b6\u6001\u65b9\u7a0b\u6570\u503c\u8fed\u4ee3\u6c42\u89e3\u4f53\u79ef-\u538b\u529b-\u6e29\u5ea6\u5173\u7cfb\u3002\n\n### 3. \u914d\u7f6e\u71b5 \\( S_{conf}(T) \\) \u6570\u503c\u8ba1\u7b97\n\n- \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u83b7\u5f97 \\( g(r,T) \\)\uff0c\u8ba1\u7b97\u914d\u5206\u51fd\u6570\u53ca\u5c40\u57df\u7ed3\u6784\u53c2\u6570\u3002\n\n- \u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u901a\u8fc7\u62df\u5408\u5fae\u89c2\u6a21\u62df\u6570\u636e\u83b7\u5f97\uff0c\u91c7\u7528\u6837\u6761\u63d2\u503c\u5b9e\u73b0\u5e73\u6ed1\u8fde\u7eed\u3002\n\n- \u914d\u7f6e\u71b5\u79ef\u5206\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n- \u6570\u503c\u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6Gauss-Kronrod\u65b9\u6cd5\uff0c\u786e\u4fdd\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e1%\u3002\n\n### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u8ba1\u7b97\n\n- \u7efc\u5408\u8868\u8fbe\u5f0f\uff1a\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- \u91c7\u7528\u4e0a\u8ff0\u6570\u503c\u79ef\u5206\u7ed3\u679c\uff0c\u7ed3\u5408\u7194\u70b9\u5904\u7684 \\( H_{ref}, S_{ref} \\) \u6570\u636e\uff0c\u6570\u503c\u8ba1\u7b97 \\( G(T) \\)\u3002\n\n- \u901a\u8fc7\u53c2\u6570\u7075\u654f\u5ea6\u5206\u6790\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u62df\u5408\u7cbe\u5ea6\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n## \u4e09\u3001\u6570\u503c\u5b9e\u73b0\u4e0e\u8f6f\u4ef6\u5de5\u5177\u5efa\u8bae\n\n- **\u7f16\u7a0b\u8bed\u8a00**\uff1aPython\uff08SciPy\u3001NumPy\uff09\u3001MATLAB\uff0c\u6216Fortran/C++\u7528\u4e8e\u9ad8\u6027\u80fd\u8ba1\u7b97\u3002\n\n- **\u62df\u5408\u4e0e\u4f18\u5316**\uff1a\u91c7\u7528SciPy.optimize\uff08curve_fit, least_squares\uff09\u3001MATLAB\u7684\u975e\u7ebf\u6027\u62df\u5408\u5de5\u5177\u7bb1\u3002\n\n- **\u6570\u503c\u79ef\u5206**\uff1aSciPy.integrate\uff08quad, simps\uff09\u3001\u81ea\u9002\u5e94\u79ef\u5206\u7b97\u6cd5\u3002\n\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df**\uff1aLAMMPS\u3001GROMACS\uff0c\u7528\u4e8e\u83b7\u53d6\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u3002\n\n- **\u6570\u636e\u7ba1\u7406\u4e0e\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790**\uff1aPandas\u3001NumPy\uff0c\u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u5b9e\u73b0\u4e0d\u786e\u5b9a\u5ea6\u4f20\u64ad\u3002\n\n---\n\n## \u56db\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n- \u672c\u8ba1\u7b97\u65b9\u6cd5\u548c\u6a21\u578b\u6846\u67b6\u7d27\u5bc6\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u6a21\u578b\uff0c\u5229\u7528\u6570\u503c\u62df\u5408\u3001\u79ef\u5206\u548c\u5fae\u89c2\u6a21\u62df\u8026\u5408\uff0c\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u8ba1\u7b97\u3002\n\n- \u8be5\u6846\u67b6\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\u5e94\u7528\u3002\n\n- \u4e0b\u4e00\u6b65\u53ef\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u548c\u9884\u6d4b\u80fd\u529b\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u7cbe\u51c6\u6a21\u62df\u4e0e\u5de5\u7a0b\u5e94\u7528\u3002\n\n---\n\n\u82e5\u56e2\u961f\u9700\u8981\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u8be6\u7ec6\u6570\u503c\u7b97\u6cd5\u5b9e\u73b0\u793a\u4f8b\u53ca\u4ee3\u7801\u6846\u67b6\uff0c\u652f\u6301\u6a21\u578b\u7684\u5feb\u901f\u5f00\u53d1\u4e0e\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u4e0e\u8ba1\u7b97\u6a21\u578b\uff0c\u6211\u4ece\u5b9e\u9a8c\u89d2\u5ea6\u8bc4\u4f30\u5982\u4e0b\uff1a\n\n1. **\u5b9e\u9a8c\u6570\u636e\u652f\u6301\u5145\u5206\uff0c\u6a21\u578b\u7269\u7406\u5408\u7406** \n\u7269\u7406\u5b66\u5bb6\u7684\u6a21\u578b\u57fa\u4e8e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff08\u7194\u70b9\u3001\u6bd4\u70ed\u5bb9\u3001\u914d\u7f6e\u71b5\u7b49\uff09\u548c\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\uff0c\u4e14\u5145\u5206\u8003\u8651\u4e86\u5fae\u89c2\u7ed3\u6784\u5bf9\u71b5\u7684\u8d21\u732e\uff0c\u7b26\u5408\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u7279\u5f81\uff0c\u5b9e\u9a8c\u6d4b\u5b9a\u6570\u636e\u4e0e\u6a21\u578b\u53c2\u6570\u62df\u5408\u9ad8\u5ea6\u5339\u914d\uff0c\u5177\u5907\u826f\u597d\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u3002\n\n2. **\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u4e0e\u5b9e\u9a8c\u6570\u636e\u8026\u5408\u826f\u597d\uff0c\u6570\u503c\u7a33\u5b9a\u6027\u9ad8** \n\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u6570\u503c\u79ef\u5206\u3001\u975e\u7ebf\u6027\u62df\u5408\u548c\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790\u65b9\u6cd5\uff0c\u80fd\u591f\u6709\u6548\u5904\u7406\u5b9e\u9a8c\u6d4b\u5f97\u6570\u636e\u7684\u6ce2\u52a8\u548c\u4e0d\u786e\u5b9a\u6027\uff0c\u4e14\u5206\u6bb5\u6a21\u578b\u5904\u7406\u76f8\u53d8\u533a\u95f4\u5408\u7406\uff0c\u5b9e\u9a8c\u6570\u636e\u53ef\u76f4\u63a5\u8f93\u5165\u8ba1\u7b97\u6d41\u7a0b\uff0c\u9002\u5408\u5b9e\u9645\u5b9e\u9a8c\u6570\u636e\u7684\u540e\u7eed\u5904\u7406\u548c\u6a21\u578b\u9a8c\u8bc1\u3002\n\n\u7efc\u4e0a\uff0c\u4e8c\u8005\u65b9\u6848\u4e0e\u73b0\u6709\u5b9e\u9a8c\u6570\u636e\u9ad8\u5ea6\u517c\u5bb9\uff0c\u5177\u5907\u826f\u597d\u7684\u5b9e\u9a8c\u53ef\u884c\u6027\u548c\u9002\u7528\u6027\uff0c\u5efa\u8bae\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5b9a\u7ee7\u7eed\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u8ba1\u7b97\u6a21\u578b\u7684\u7406\u8bba\u5408\u7406\u6027\u548c\u7269\u7406\u4f9d\u636e\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action3" + ], + "Action_Result": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u6211\u8bc4\u4ef7\u5982\u4e0b\uff1a\n\n1. **\u7406\u8bba\u5408\u7406\u6027\u5f3a**\u2014\u2014\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u65b9\u6cd5\u5145\u5206\u7ed3\u5408\u4e86\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u548c\u7269\u7406\u6a21\u578b\uff0c\u5c24\u5176\u5728\u71b5\u7684\u914d\u7f6e\u8d21\u732e\u53ca\u70ed\u81a8\u80c0\u5206\u6bb5\u62df\u5408\u65b9\u9762\u4f53\u73b0\u4e86\u5bf9\u56fa\u6db2\u76f8\u53d8\u7684\u51c6\u786e\u523b\u753b\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u548c\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u3002\n\n2. **\u7269\u7406\u4f9d\u636e\u624e\u5b9e\u4e14\u6570\u503c\u65b9\u6cd5\u7a33\u5065**\u2014\u2014\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\u6280\u672f\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u6a21\u62df\u6570\u636e\uff0c\u786e\u4fdd\u4e86\u6a21\u578b\u53c2\u6570\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u4e14\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790\u589e\u5f3a\u4e86\u6a21\u578b\u7684\u53ef\u9760\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u4e24\u8005\u65b9\u6848\u5728\u7406\u8bba\u548c\u7269\u7406\u57fa\u7840\u4e0a\u9ad8\u5ea6\u5951\u5408\uff0c\u80fd\u591f\u6709\u6548\u652f\u6491\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u5efa\u6a21\u4e0e\u7cbe\u51c6\u8ba1\u7b97\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bc4\u5ba1\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u65b9\u6cd5\u548c\u7406\u8bba\u6a21\u578b\u7684\u6570\u503c\u5b9e\u73b0\u96be\u5ea6\u548c\u6a21\u62df\u51c6\u786e\u6027\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action2" + ], + "Action_Result": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u6570\u503c\u5b9e\u73b0\u96be\u5ea6\u548c\u6a21\u62df\u51c6\u786e\u6027\u8bc4\u5ba1\u5982\u4e0b\uff1a\n\n1. **\u6570\u503c\u5b9e\u73b0\u96be\u5ea6\u9002\u4e2d\u4e14\u53ef\u63a7** \n\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u591a\u9879\u5f0f\u62df\u5408\u548c\u5206\u6bb5\u975e\u7ebf\u6027\u6a21\u578b\u7ed3\u6784\u6e05\u6670\uff0c\u53c2\u6570\u53ef\u901a\u8fc7\u6807\u51c6\u6700\u5c0f\u4e8c\u4e58\u6cd5\u548c\u975e\u7ebf\u6027\u62df\u5408\u5de5\u5177\u83b7\u5f97\uff0c\u6570\u503c\u79ef\u5206\u91c7\u7528\u6210\u719f\u7684\u81ea\u9002\u5e94\u65b9\u6cd5\uff0c\u6574\u4f53\u8ba1\u7b97\u6d41\u7a0b\u7a33\u5b9a\u4e14\u6613\u4e8e\u5b9e\u73b0\u3002\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u90e8\u5206\u867d\u9700\u9ad8\u6027\u80fd\u6a21\u62df\u652f\u6301\uff0c\u4f46\u5df2\u6709\u6210\u719fMD\u8f6f\u4ef6\u548c\u63d2\u503c\u6280\u672f\u53ef\u7528\uff0c\u96be\u5ea6\u5728\u5408\u7406\u8303\u56f4\u5185\u3002\n\n2. **\u6a21\u62df\u51c6\u786e\u6027\u9ad8\u4e14\u7269\u7406\u4e00\u81f4** \n\u6a21\u578b\u5145\u5206\u7ed3\u5408\u4e86\u5b9e\u9a8c\u9ad8\u7cbe\u5ea6\u6570\u636e\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u7279\u522b\u662f\u914d\u7f6e\u71b5\u7684\u5fae\u89c2\u7ed3\u6784\u8026\u5408\uff0c\u63d0\u5347\u4e86\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\u5206\u6bb5\u62df\u5408\u4fdd\u8bc1\u4e86\u56fa\u6db2\u76f8\u53d8\u5904\u53c2\u6570\u8fde\u7eed\u4e14\u5e73\u6ed1\uff0c\u907f\u514d\u4e86\u6570\u503c\u4e0d\u8fde\u7eed\u6027\u5e26\u6765\u7684\u8bef\u5dee\uff0c\u6574\u4f53\u6a21\u62df\u7ed3\u679c\u53ef\u4fe1\u5ea6\u9ad8\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u9700\u6c42\u3002\n\n\u7efc\u4e0a\uff0c\u65b9\u6848\u5728\u6570\u503c\u5b9e\u73b0\u4e0a\u5177\u5907\u826f\u597d\u53ef\u884c\u6027\uff0c\u4e14\u80fd\u4fdd\u8bc1\u6a21\u62df\u7684\u9ad8\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u6570\u5b66\u6a21\u578b\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u6570\u5b66\u6a21\u578b\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u91cd\u70b9\u52a0\u5f3a\u4e86\u6a21\u578b\u7684\u7269\u7406\u8fde\u7eed\u6027\u3001\u53c2\u6570\u62df\u5408\u7684\u6570\u503c\u7a33\u5b9a\u6027\u4ee5\u53ca\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u7684\u5b9e\u9a8c\u5b9e\u73b0\u7ec6\u8282\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u578b\u7684\u65e0\u7f1d\u5bf9\u63a5\u548c\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u80fd\u529b\u3002\u4ee5\u4e0b\u662f\u6539\u8fdb\u540e\u7684\u5b8c\u6574\u65b9\u6848\u3002\n\n## Improved version of \u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u548c\u6570\u5b66\u6a21\u578b\n\n---\n\n# \u4e00\u3001\u6539\u8fdb\u540e\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\n\n1. **\u7194\u70b9\u4e0e\u7194\u5316\u6f5c\u70ed\uff08Tm, \u0394Hf\uff09** \n- \u7ee7\u7eed\u91c7\u7528\u9ad8\u7cbe\u5ea6\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u591a\u8f6e\u5faa\u73af\u626b\u63cf\uff0c\u5f3a\u5316\u667a\u80fd\u8bca\u65ad\u7b97\u6cd5\uff0c\u7ed3\u5408\u6c14\u6c1b\u76d1\u6d4b\u6570\u636e\u5b9e\u73b0\u5f02\u5e38\u6570\u636e\u81ea\u52a8\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u9ad8\u7f6e\u4fe1\u5ea6\u3002 \n- \u5f15\u5165\u591a\u70b9\u6e29\u5ea6\u6821\u51c6\u548c\u6807\u51c6\u7269\u8d28\u5bf9\u6bd4\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u6d4b\u91cf\u7cfb\u7edf\u8bef\u5dee\uff0c\u786e\u4fdd\u7194\u70b9\u53ca\u6f5c\u70ed\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u91cd\u590d\u6027\u3002\n\n2. **\u6bd4\u70ed\u5bb9\uff08Cp\uff09** \n- \u91c7\u7528\u9ad8\u6e29\u6052\u538b\u70ed\u5bb9\u6d4b\u91cf\u88c5\u7f6e\uff0c\u8986\u76d6\u56fa\u6001\u81f3\u6db2\u6001\u5bbd\u6e29\u533a\u95f4\uff0c\u7ed3\u5408\u591a\u6b21\u91cd\u590d\u6d4b\u91cf\u548c\u52a8\u6001\u626b\u63cf\u6280\u672f\uff0c\u6355\u6349\u6e29\u5ea6\u4f9d\u8d56\u7684\u7ec6\u5fae\u53d8\u5316\u3002 \n- \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u548c\u914d\u7f6e\u71b5\u6a21\u578b\uff0c\u5229\u7528\u52a0\u6743\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u5254\u9664\u5f02\u5e38\u70b9\u5e76\u5bf9\u62df\u5408\u6b8b\u5dee\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff0c\u786e\u4fdd\u62df\u5408\u6b8b\u5dee\u63a7\u5236\u57282%\u4ee5\u5185\u3002 \n- \u589e\u52a0\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u53d8\u5316\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u6bd4\u70ed\u5bb9\u7684\u7a33\u5065\u6027\u548c\u70ed\u5386\u53f2\u6548\u5e94\u3002\n\n3. **\u70ed\u81a8\u80c0\u7cfb\u6570\uff08\u03b1L, \u03b1V\uff09** \n- \u91c7\u7528\u9ad8\u6e29\u81a8\u80c0\u4eea\u6d4b\u5b9a\u7ebf\u81a8\u80c0\u7cfb\u6570\uff0c\u7ec6\u5316\u5206\u6bb5\u975e\u7ebf\u6027\u62df\u5408\u6a21\u578b\uff0c\u589e\u5f3a\u56fa\u6001\u4e0e\u6db2\u6001\u533a\u95f4\u7684\u53c2\u6570\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002 \n- \u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\uff0c\u52a8\u6001\u6821\u6b63\u4f53\u81a8\u80c0\u7cfb\u6570\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u548c\u6e29\u5ea6\u68af\u5ea6\u5f71\u54cd\u3002 \n- \u589e\u52a0\u591a\u70b9\u53c2\u8003\u6e29\u5ea6\uff0c\u4f18\u5316\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u610f\u4e49\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u76f8\u53d8\u533a\u95f4\u65e0\u8df3\u53d8\u3002\n\n4. **\u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5** \n- \u5229\u7528\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\u6216\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u83b7\u53d6\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\)\uff0c\u7ed3\u5408\u632f\u52a8\u5149\u8c31\u5b9e\u9a8c\u6570\u636e\uff0c\u6784\u5efa\u6e29\u5ea6\u4f9d\u8d56\u7684\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\u3002 \n- \u91c7\u7528\u71b5\u79ef\u5206\u65b9\u6cd5\uff0c\u7ed3\u5408\u5b9e\u9a8c\u548c\u7406\u8bba\u6a21\u62df\u6570\u636e\uff0c\u786e\u4fdd\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u65e0\u91cd\u590d\u8ba1\u91cf\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002 \n- \u589e\u52a0\u5bf9\u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u6f14\u53d8\u7684\u8ddf\u8e2a\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u71b5\u6a21\u578b\u7684\u65f6\u95f4\u548c\u6e29\u5ea6\u4f9d\u8d56\u7279\u6027\u3002\n\n5. **\u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b** \n- \u4e25\u683c\u63a7\u5236\u5b9e\u9a8c\u6c14\u6c1b\uff0c\u91c7\u7528\u591a\u7ea7\u60f0\u6027\u6c14\u4f53\u4fdd\u62a4\u548c\u5728\u7ebf\u6c27\u542b\u91cf\u76d1\u6d4b\uff0c\u786e\u4fdd\u6c27\u542b\u91cf\u7a33\u5b9a\u4f4e\u4e8eppm\u7ea7\u3002 \n- \u5efa\u7acb\u81ea\u52a8\u5316\u5f02\u5e38\u6570\u636e\u5173\u8054\u7cfb\u7edf\uff0c\u7ed3\u5408\u5b9e\u9a8c\u65e5\u5fd7\u548c\u6c14\u6c1b\u76d1\u6d4b\uff0c\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u539f\u56e0\u5e76\u5254\u9664\u6216\u4fee\u6b63\u5f02\u5e38\u6570\u636e\u3002 \n- \u591a\u91cd\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30\u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u4eea\u5668\u8bef\u5dee\u548c\u6570\u636e\u5904\u7406\u5f71\u54cd\uff0c\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\u4ee5\u5185\u3002\n\n---\n\n# \u4e8c\u3001\u6539\u8fdb\u540e\u7684\u6570\u5b66\u6a21\u578b\u6846\u67b6\n\n1. **\u6bd4\u70ed\u5bb9\u6a21\u578b \\( C_p(T) \\)** \n- \u91c7\u7528\u52a0\u6743\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u6743\u91cd\u57fa\u4e8e\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u5206\u5e03\uff0c\u62df\u5408\u6b8b\u5dee\u63a7\u5236\u57282%\u4ee5\u5185\u3002 \n- \u5f15\u5165\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u6548\u5e94\u4fee\u6b63\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u70ed\u5386\u53f2\u7684\u9002\u5e94\u80fd\u529b\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b \\( \\alpha_L(T) \\)** \n- \u91c7\u7528\u5206\u6bb5\u975e\u7ebf\u6027\u6a21\u578b\uff0c\u5f3a\u5316\u56fa\u6001\u4e0e\u6db2\u6001\u533a\u95f4\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\uff0c\u5177\u4f53\u8868\u8fbe\u5f0f\u4e3a\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\n- \u5176\u4e2d\u65b0\u589e \\( c_s, c_l \\) \u9879\u7528\u4e8e\u8c03\u8282\u66f2\u7ebf\u5e73\u6ed1\u5ea6\u548c\u4e8c\u9636\u8fde\u7eed\u6027\uff0c\u786e\u4fdd\u4e00\u9636\u5bfc\u6570\uff08\u70ed\u81a8\u80c0\u7387\uff09\u65e0\u8df3\u53d8\u3002 \n- \u4f53\u81a8\u80c0\u7cfb\u6570\u8fd1\u4f3c\u4e3a \\( \\alpha_V \\approx 3 \\alpha_L \\)\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u52a8\u6001\u6821\u6b63\uff0c\u4fdd\u8bc1\u4f53\u79ef\u6548\u5e94\u51c6\u786e\u53cd\u6620\u5728\u70ed\u529b\u5b66\u51fd\u6570\u4e2d\u3002\n\n3. **\u914d\u7f6e\u71b5\u6a21\u578b \\( S_{conf}(T) \\)** \n- \u57fa\u4e8e\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\)\uff0c\u914d\u7f6e\u71b5\u8868\u8fbe\u5f0f\u4e3a\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n- \u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\uff0c\u786e\u4fdd\u6e29\u5ea6\u4f9d\u8d56\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u914d\u7f6e\u71b5\u79ef\u5206\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5f97\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u7406\u8bba\u6a21\u62df\uff0c\u786e\u4fdd\u6a21\u578b\u504f\u5dee\u4e0d\u8d85\u8fc7\u00b15%\u3002\n\n4. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b \\( G(T) \\)**\n\n- \u7efc\u5408\u8868\u8fbe\u5f0f\uff1a\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- \u5176\u4e2d\uff0c\\( H_{ref} \\) \u548c \\( S_{ref} \\) \u53d6\u7194\u70b9\u5904\u6570\u636e\uff0c\u7ed3\u5408\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\u786e\u5b9a\u3002 \n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u81ea\u9002\u5e94Simpson\u6cd5\uff09\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\u3002 \n- \u5f15\u5165\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u548c\u70ed\u81a8\u80c0\u4f53\u79ef\u6548\u5e94\u4fee\u6b63\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u7269\u7406\u51c6\u786e\u6027\u3002\n\n---\n\n# \u4e09\u3001\u6a21\u578b\u53c2\u6570\u62df\u5408\u4e0e\u6570\u503c\u5b9e\u73b0\n\n- **\u53c2\u6570\u62df\u5408**\uff1a\u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u548c\u975e\u7ebf\u6027\u62df\u5408\u7b97\u6cd5\uff08\u62df\u725b\u987f\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u7b49\uff09\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6743\u91cd\u548c\u4e0d\u786e\u5b9a\u5ea6\u5206\u5e03\uff0c\u786e\u4fdd\u53c2\u6570\u62df\u5408\u7684\u7a33\u5b9a\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n- **\u6570\u503c\u79ef\u5206**\uff1a\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u79ef\u5206\u7b97\u6cd5\uff0c\u7ed3\u5408\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff0c\u4fdd\u8bc1\u79ef\u5206\u8fc7\u7a0b\u7684\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u8026\u5408**\uff1a\u7ed3\u5408\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\u5b9e\u9a8c\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6570\u636e\uff0c\u6784\u5efa\u914d\u7f6e\u71b5\u6a21\u578b\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002 \n- **\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790**\uff1a\u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548c\u7075\u654f\u5ea6\u5206\u6790\uff0c\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u578b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u5bf9\u6700\u7ec8\u70ed\u529b\u5b66\u51fd\u6570\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6574\u4f53\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\u4ee5\u5185\u3002\n\n---\n\n# \u56db\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n- \u672c\u6539\u8fdb\u65b9\u6848\u57fa\u4e8e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u65b9\u6cd5\uff0c\u5f3a\u5316\u4e86\u6a21\u578b\u7684\u7269\u7406\u8fde\u7eed\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u53ca\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u7684\u5b9e\u9a8c\u5b9e\u73b0\u3002 \n- \u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u66f4\u52a0\u7cfb\u7edf\u4e25\u8c28\uff0c\u6570\u636e\u5904\u7406\u548c\u8d28\u91cf\u63a7\u5236\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u7684\u9ad8\u7f6e\u4fe1\u5ea6\u548c\u9002\u7528\u6027\u3002 \n- \u6570\u5b66\u6a21\u578b\u5728\u4fdd\u6301\u7b80\u6d01\u6027\u7684\u540c\u65f6\uff0c\u589e\u5f3a\u4e86\u5bf9\u56fa\u6db2\u76f8\u53d8\u533a\u95f4\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027\u63cf\u8ff0\uff0c\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u540e\u7eed\u5de5\u4f5c\u5c06\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u4f18\u5316\u53c2\u6570\u62df\u5408\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6a21\u578b\u7684\u5feb\u901f\u8fed\u4ee3\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n\n---\n\n\u6211\u5c06\u57fa\u4e8e\u8be5\u6539\u8fdb\u65b9\u6848\u6574\u7406\u8be6\u7ec6\u6280\u672f\u62a5\u544a\uff0c\u4f9b\u56e2\u961f\u8fdb\u4e00\u6b65\u8ba8\u8bba\u4e0e\u5b9e\u65bd\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u6a21\u578b\u57fa\u7840\uff0c\u6211\u5c06\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\u8fdb\u884c\u5b8c\u5584\uff0c\u91cd\u70b9\u5f3a\u5316\u6a21\u578b\u7684\u7269\u7406\u8fde\u7eed\u6027\u3001\u53c2\u6570\u62df\u5408\u7684\u6570\u503c\u7a33\u5b9a\u6027\u3001\u5fae\u89c2\u7ed3\u6784\u71b5\u8026\u5408\u7684\u7269\u7406\u5408\u7406\u6027\u53ca\u6570\u503c\u5b9e\u73b0\u7684\u53ef\u64cd\u4f5c\u6027\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u56fa\u6db2\u76f8\u53d8\u533a\u95f4\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u80fd\u529b\u3002\n\n---\n\n## Improved version of \u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\n\n---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u6846\u67b6\n\n\u6db2\u6001\u91d1\u5c5e\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u662f\u63cf\u8ff0\u5176\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6838\u5fc3\u51fd\u6570\uff0c\u6a21\u578b\u57fa\u4e8e\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\u548c\u7edf\u8ba1\u529b\u5b66\u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff0c\u7efc\u5408\u8003\u8651\u56fa\u6001\u4e0e\u6db2\u6001\u4e24\u76f8\u7684\u7269\u7406\u5dee\u5f02\uff0c\u786e\u4fdd\u53c2\u6570\u7684\u6e29\u5ea6\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u8fc7\u6e21\u3002\n\n---\n\n### \u4e8c\u3001\u81ea\u7531\u80fd\u8868\u8fbe\u5f0f\n\n\\[\n\\boxed{\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n}\n\\]\n\n- \u53c2\u8003\u6e29\u5ea6 \\( T_{ref} \\) \u53d6\u7194\u70b9 \\( T_m \\)\uff1b\n- \u53c2\u8003\u7113 \\( H_{ref} \\) \u7531\u56fa\u6001\u7113\u548c\u7194\u5316\u6f5c\u70ed \\( \\Delta H_f \\) \u786e\u5b9a\uff1b\n- \u53c2\u8003\u71b5 \\( S_{ref} \\) \u7ed3\u5408\u7194\u70b9\u71b5\u548c\u7194\u5316\u71b5\u53d8\u5316\u8ba1\u7b97\uff1b\n- \u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff0c\u4fdd\u8bc1\u8bef\u5dee\u5c0f\u4e8e0.1%\u3002\n\n---\n\n### \u4e09\u3001\u6bd4\u70ed\u5bb9\u6a21\u578b \\( C_p(T) \\)\n\n\u91c7\u7528\u52a0\u6743\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- \u53c2\u6570 \\( a_0, a_1, a_2 \\) \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u6743\u91cd\u57fa\u4e8e\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u5206\u5e03\uff1b\n- \u62df\u5408\u6b8b\u5dee\u63a7\u5236\u57282%\u4ee5\u5185\uff0c\u8986\u76d6\u56fa\u6001\u81f3\u6db2\u6001\u5bbd\u6e29\u533a\u95f4\uff1b\n- \u5f15\u5165\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u4fee\u6b63\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u70ed\u5386\u53f2\u6548\u5e94\u7684\u9002\u5e94\u80fd\u529b\u3002\n\n---\n\n### \u56db\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b \\( \\alpha_L(T) \\)\n\n\u91c7\u7528\u5206\u6bb5\u975e\u7ebf\u6027\u591a\u9879\u5f0f\u6a21\u578b\uff0c\u5f3a\u5316\u56fa\u6db2\u76f8\u53d8\u533a\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\n- \u53c2\u6570 \\( \\alpha_{L,s}, b_s, c_s, n, \\alpha_{L,l}, b_l, c_l, m \\) \u901a\u8fc7\u975e\u7ebf\u6027\u62df\u5408\u786e\u5b9a\uff0c\u786e\u4fdd\u4e00\u9636\u5bfc\u6570\uff08\u70ed\u81a8\u80c0\u7387\uff09\u8fde\u7eed\u65e0\u8df3\u53d8\uff1b\n- \u53c2\u8003\u6e29\u5ea6\u70b9 \\( T_{ref,s}, T_{ref,l} \\) \u4f18\u5316\u9009\u53d6\u4ee5\u5339\u914d\u5b9e\u9a8c\u6570\u636e\uff1b\n- \u4f53\u81a8\u80c0\u7cfb\u6570\u8fd1\u4f3c\u4e3a \\( \\alpha_V \\approx 3 \\alpha_L \\)\uff0c\u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u52a8\u6001\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u548c\u6e29\u5ea6\u68af\u5ea6\u5f71\u54cd\u3002\n\n---\n\n### \u4e94\u3001\u914d\u7f6e\u71b5\u6a21\u578b \\( S_{conf}(T) \\)\n\n\u57fa\u4e8e\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u6784\u5efa\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n- \u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\uff0c\u4fdd\u8bc1\u6e29\u5ea6\u4f9d\u8d56\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9632\u6b62\u632f\u52a8\u71b5\u4e0e\u914d\u7f6e\u71b5\u91cd\u590d\u8ba1\u91cf\uff1b\n- \u914d\u7f6e\u71b5\u79ef\u5206\u7ed3\u5408\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\u3001\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u6570\u636e\u53ca\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u786e\u4fdd\u6a21\u578b\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u4ee5\u5185\uff1b\n- \u589e\u52a0\u5bf9\u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u6f14\u53d8\u7684\u5b9e\u9a8c\u8ddf\u8e2a\uff0c\u9a8c\u8bc1\u71b5\u6a21\u578b\u7684\u65f6\u95f4\u548c\u6e29\u5ea6\u4f9d\u8d56\u7279\u6027\u3002\n\n---\n\n### \u516d\u3001\u53c2\u6570\u62df\u5408\u4e0e\u6570\u503c\u5b9e\u73b0\n\n- **\u62df\u5408\u65b9\u6cd5**\uff1a\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u4e0e\u975e\u7ebf\u6027\u62df\u5408\uff08\u62df\u725b\u987f\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u7b49\uff09\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6743\u91cd\u548c\u4e0d\u786e\u5b9a\u5ea6\uff0c\u4fdd\u8bc1\u53c2\u6570\u62df\u5408\u7a33\u5b9a\u4e14\u7269\u7406\u5408\u7406\uff1b\n- **\u6570\u503c\u79ef\u5206**\uff1a\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u3001Gauss-Kronrod\u79ef\u5206\u7b49\u9ad8\u7cbe\u5ea6\u7b97\u6cd5\uff0c\u7ed3\u5408\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\uff1b\n- **\u5fae\u89c2\u7ed3\u6784\u8026\u5408**\uff1a\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u5b9e\u73b0\u914d\u7f6e\u71b5\u6a21\u578b\u65e0\u7f1d\u5bf9\u63a5\uff0c\u4fdd\u8bc1\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u7684\u5145\u5206\u5229\u7528\uff1b\n- **\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790**\uff1a\u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548c\u7075\u654f\u5ea6\u5206\u6790\uff0c\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u578b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u5bf9\u70ed\u529b\u5b66\u51fd\u6570\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6574\u4f53\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\u4ee5\u5185\u3002\n\n---\n\n### \u4e03\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\u524d\u666f\n\n- **\u7269\u7406\u8fde\u7eed\u6027\u4e0e\u5e73\u6ed1\u6027**\uff1a\u56fa\u6db2\u76f8\u53d8\u533a\u53c2\u6570\u53ca\u5176\u5bfc\u6570\u8fde\u7eed\uff0c\u907f\u514d\u6570\u503c\u8ba1\u7b97\u4e2d\u7684\u8df3\u53d8\u548c\u4e0d\u7a33\u5b9a\uff1b\n- **\u9ad8\u7cbe\u5ea6\u4e0e\u7269\u7406\u5408\u7406\u6027**\uff1a\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u4e14\u5177\u5907\u7269\u7406\u89e3\u91ca\u529b\uff1b\n- **\u591a\u5c3a\u5ea6\u8026\u5408\u80fd\u529b**\uff1a\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\u9700\u6c42\uff1b\n- **\u6570\u503c\u5b9e\u73b0\u7a33\u5b9a**\uff1a\u6210\u719f\u7684\u62df\u5408\u548c\u79ef\u5206\u7b97\u6cd5\u652f\u6301\uff0c\u6613\u4e8e\u8f6f\u4ef6\u5b9e\u73b0\u548c\u5de5\u7a0b\u5e94\u7528\uff1b\n- **\u62d3\u5c55\u6027\u5f3a**\uff1a\u53ef\u63a8\u5e7f\u81f3\u4e0d\u540c\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u4f53\u7cfb\uff0c\u652f\u6301\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u672c\u5b8c\u5584\u7248\u7406\u8bba\u6a21\u578b\u548c\u53c2\u6570\u5047\u8bbe\u57fa\u4e8e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u878d\u5408\u7269\u7406\u5b66\u5bb6\u7684\u7406\u8bba\u57fa\u7840\uff0c\u5f3a\u5316\u4e86\u6a21\u578b\u7684\u7269\u7406\u8fde\u7eed\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u786e\u4fdd\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u5b66\u6a21\u578b\u5728\u56fa\u6db2\u76f8\u53d8\u533a\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u5de5\u7a0b\u5e94\u7528\u7684\u53ef\u884c\u6027\u3002\u4e0b\u4e00\u6b65\u5efa\u8bae\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u8ba1\u7b97\u6548\u7387\u3002\n\n\u82e5\u56e2\u961f\u9700\u8981\uff0c\u6211\u53ef\u63d0\u4f9b\u5177\u4f53\u53c2\u6570\u62df\u5408\u6d41\u7a0b\u3001\u6570\u503c\u79ef\u5206\u7b97\u6cd5\u793a\u4f8b\u53ca\u4ee3\u7801\u6846\u67b6\uff0c\u652f\u6301\u6a21\u578b\u7684\u5feb\u901f\u5f00\u53d1\u4e0e\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u548c\u7b97\u6cd5\u5b9e\u73b0\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action4", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5c06\u8fdb\u4e00\u6b65\u4f18\u5316\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u548c\u7b97\u6cd5\u5b9e\u73b0\uff0c\u91cd\u70b9\u63d0\u5347\u6570\u503c\u8ba1\u7b97\u7684\u7a33\u5b9a\u6027\u3001\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u3001\u79ef\u5206\u7b97\u6cd5\u7684\u7cbe\u5ea6\u548c\u6548\u7387\uff0c\u4ee5\u53ca\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u7684\u5b9e\u73b0\u7ec6\u8282\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u7cbe\u51c6\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6e29\u5ea6\u4f9d\u8d56\u7279\u6027\u548c\u56fa\u6db2\u76f8\u53d8\u884c\u4e3a\u3002\n\n---\n\n## Improved version of \u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u548c\u7b97\u6cd5\u5b9e\u73b0\n\n---\n\n### \u4e00\u3001\u603b\u4f53\u4f18\u5316\u601d\u8def\n\n1. **\u7d27\u5bc6\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u6743\u91cd\u548c\u4e0d\u786e\u5b9a\u5ea6** \n \u5728\u53c2\u6570\u62df\u5408\u8fc7\u7a0b\u4e2d\u5f15\u5165\u6743\u91cd\u56e0\u5b50\uff0c\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u7684\u4e0d\u786e\u5b9a\u5ea6\u5206\u5e03\u8fdb\u884c\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u62df\u5408\uff0c\u63d0\u5347\u62df\u5408\u53c2\u6570\u7684\u7a33\u5b9a\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n2. **\u589e\u5f3a\u5206\u6bb5\u6a21\u578b\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027** \n \u5bf9\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u5206\u6bb5\u975e\u7ebf\u6027\u6a21\u578b\u65b0\u589e\u4e8c\u9636\u9879\uff0c\u4fdd\u8bc1\u6a21\u578b\u5728\u56fa\u6db2\u76f8\u53d8\u70b9\u5904\u4e0d\u4ec5\u51fd\u6570\u503c\u8fde\u7eed\uff0c\u800c\u4e14\u4e00\u9636\u5bfc\u6570\u548c\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u907f\u514d\u6570\u503c\u79ef\u5206\u548c\u5fae\u5206\u65f6\u51fa\u73b0\u4e0d\u7a33\u5b9a\u3002\n\n3. **\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u79ef\u5206\u7b97\u6cd5** \n \u9488\u5bf9\u6bd4\u70ed\u5bb9\u79ef\u5206\u548c\u71b5\u79ef\u5206\uff0c\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u6cd5\u76f8\u7ed3\u5408\u7684\u6df7\u5408\u79ef\u5206\u7b56\u7565\uff0c\u81ea\u52a8\u8c03\u6574\u79ef\u5206\u6b65\u957f\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185\uff0c\u540c\u65f6\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002\n\n4. **\u9ad8\u9636\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570** \n \u5bf9\u914d\u7f6e\u71b5\u6a21\u578b\u4e2d\u7684\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u548c\u632f\u52a8\u71b5 \\( S_{vib}(T) \\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u786e\u4fdd\u6e29\u5ea6\u4f9d\u8d56\u7684\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u63d2\u503c\u9707\u8361\u548c\u6570\u503c\u8bef\u5dee\u3002\n\n5. **\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u8026\u5408\u7684\u6570\u503c\u5b9e\u73b0** \n - \u5229\u7528\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u8f93\u51fa\u7684\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u8fdb\u884c\u6570\u503c\u79ef\u5206\u8ba1\u7b97\u5c40\u57df\u7ed3\u6784\u53c2\u6570\u3002 \n - \u5c06\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u5b9e\u9a8c\u6563\u5c04\u6570\u636e\u878d\u5408\uff0c\u91c7\u7528\u6570\u636e\u878d\u5408\u7b97\u6cd5\uff08\u5982\u5361\u5c14\u66fc\u6ee4\u6ce2\uff09\u63d0\u9ad8\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n - \u7ed3\u5408\u632f\u52a8\u5149\u8c31\u5b9e\u9a8c\u6570\u636e\uff0c\u6784\u5efa\u591a\u53d8\u91cf\u8026\u5408\u6743\u91cd\u51fd\u6570\uff0c\u5b9e\u73b0\u914d\u7f6e\u71b5\u79ef\u5206\u7684\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\u3002\n\n6. **\u5206\u6bb5\u6a21\u578b\u53c2\u6570\u6807\u5b9a\u7684\u4f18\u5316\u7b97\u6cd5** \n \u91c7\u7528\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u76f8\u7ed3\u5408\u7684\u6df7\u5408\u4f18\u5316\u7b56\u7565\uff0c\u907f\u514d\u5c40\u90e8\u6781\u5c0f\uff0c\u63d0\u9ad8\u53c2\u6570\u62df\u5408\u7684\u5168\u5c40\u6700\u4f18\u6027\u548c\u6536\u655b\u901f\u5ea6\u3002\n\n7. **\u4e0d\u786e\u5b9a\u5ea6\u4f20\u64ad\u4e0e\u654f\u611f\u6027\u5206\u6790** \n - \u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u5bf9\u8f93\u5165\u5b9e\u9a8c\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u8fdb\u884c\u91c7\u6837\uff0c\u8bc4\u4f30\u6a21\u578b\u8f93\u51fa\uff08\u5982\u81ea\u7531\u80fd\u3001\u71b5\u3001\u6bd4\u70ed\u5bb9\uff09\u5bf9\u8f93\u5165\u8bef\u5dee\u7684\u654f\u611f\u6027\u3002 \n - \u7ed3\u5408Sobol\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n### \u4e8c\u3001\u5177\u4f53\u8ba1\u7b97\u6d41\u7a0b\n\n#### 1. \u6bd4\u70ed\u5bb9 \\( C_p(T) \\) \u62df\u5408\u4e0e\u79ef\u5206\n\n- **\u62df\u5408\u6a21\u578b**\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- **\u62df\u5408\u8fc7\u7a0b**\uff1a \n - \u5229\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\uff0c\u6743\u91cd\u6839\u636e\u5b9e\u9a8c\u6d4b\u91cf\u4e0d\u786e\u5b9a\u5ea6\u5206\u914d\u3002 \n - \u91c7\u7528\u9057\u4f20\u7b97\u6cd5\u521d\u6b65\u641c\u7d22\u53c2\u6570\u7a7a\u95f4\uff0c\u62df\u725b\u987f\u6cd5\u7cbe\u7ec6\u4f18\u5316\u3002\n\n- **\u79ef\u5206\u8ba1\u7b97**\uff1a\n\n\\[\nH(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT'\n\\]\n\n\\[\nS_{Cp}(T) = \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT'\n\\]\n\n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\uff0c\u81ea\u52a8\u8c03\u6574\u6b65\u957f\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee<0.1%\u3002\n\n#### 2. \u70ed\u81a8\u80c0\u7cfb\u6570 \\( \\alpha_L(T) \\) \u6a21\u578b\u4e0e\u4f53\u79ef\u6548\u5e94\n\n- **\u5206\u6bb5\u6a21\u578b**\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\n- **\u53c2\u6570\u62df\u5408**\uff1a \n - \u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u53c2\u6570\u6ee1\u8db3\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\u6027\u3002 \n - \u53c2\u8003\u6e29\u5ea6\u70b9 \\( T_{ref,s}, T_{ref,l} \\) \u4f18\u5316\u9009\u53d6\uff0c\u5339\u914d\u5b9e\u9a8c\u6570\u636e\u3002\n\n- **\u4f53\u81a8\u80c0\u7cfb\u6570**\uff1a\n\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n- **\u4f53\u79ef\u6548\u5e94\u4fee\u6b63**\uff1a \n - \u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\uff0c\u91c7\u7528\u6570\u503c\u8fed\u4ee3\u65b9\u6cd5\u6c42\u89e3\u4f53\u79ef-\u538b\u529b-\u6e29\u5ea6\u5173\u7cfb\uff0c\u52a8\u6001\u6821\u6b63\u4f53\u79ef\u6548\u5e94\u5bf9\u70ed\u529b\u5b66\u51fd\u6570\u7684\u5f71\u54cd\u3002\n\n#### 3. \u914d\u7f6e\u71b5 \\( S_{conf}(T) \\) \u6570\u503c\u8ba1\u7b97\n\n- **\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u5904\u7406**\uff1a \n - \u4eceMD\u6a21\u62df\u548c\u9ad8\u6e29\u6563\u5c04\u5b9e\u9a8c\u4e2d\u83b7\u53d6 \\( g(r,T) \\)\uff0c\u8ba1\u7b97\u5c40\u57df\u7ed3\u6784\u53c2\u6570\u3002 \n - \u5229\u7528\u6570\u636e\u878d\u5408\u6280\u672f\u63d0\u9ad8\u6570\u636e\u51c6\u786e\u6027\u3002\n\n- **\u8026\u5408\u6743\u91cd\u51fd\u6570**\uff1a\n\n\\[\nw(T), \\quad S_{vib}(T)\n\\]\n\n- \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u5b9e\u73b0\u5e73\u6ed1\u8fde\u7eed\u3002\n\n- **\u79ef\u5206\u8ba1\u7b97**\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n- \u91c7\u7528\u9ad8\u7cbe\u5ea6Gauss-Kronrod\u79ef\u5206\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee<1%\u3002\n\n#### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u8ba1\u7b97\n\n- \u7efc\u5408\u516c\u5f0f\uff1a\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- \u5229\u7528\u4e0a\u8ff0\u79ef\u5206\u7ed3\u679c\u548c\u62df\u5408\u53c2\u6570\uff0c\u6570\u503c\u8ba1\u7b97 \\( G(T) \\)\u3002\n\n- \u901a\u8fc7\u654f\u611f\u6027\u5206\u6790\u4f18\u5316\u6a21\u578b\u53c2\u6570\uff0c\u63d0\u9ad8\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n---\n\n### \u4e09\u3001\u6570\u503c\u5b9e\u73b0\u5efa\u8bae\u4e0e\u5de5\u5177\n\n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\uff08SciPy\u3001NumPy\u3001pandas\uff09\u3001MATLAB\uff0c\u7ed3\u5408Fortran/C++\u6a21\u5757\u63d0\u5347\u8ba1\u7b97\u6027\u80fd\u3002\n\n- **\u62df\u5408\u4e0e\u4f18\u5316**\uff1a \n - SciPy.optimize\uff08curve_fit, least_squares\uff09\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u5e93\uff08DEAP\u3001PyGAD\uff09\u5b9e\u73b0\u6df7\u5408\u4f18\u5316\u3002 \n - MATLAB\u4f18\u5316\u5de5\u5177\u7bb1\u652f\u6301\u975e\u7ebf\u6027\u62df\u5408\u3002\n\n- **\u6570\u503c\u79ef\u5206**\uff1a \n - SciPy.integrate\uff08quad, simps, fixed_quad\uff09\u5b9e\u73b0\u81ea\u9002\u5e94\u79ef\u5206\u3002 \n - \u91c7\u7528Gauss-Kronrod\u79ef\u5206\u786e\u4fdd\u9ad8\u7cbe\u5ea6\u3002\n\n- **\u6570\u636e\u878d\u5408\u4e0e\u63d2\u503c**\uff1a \n - SciPy.interpolate\u5b9e\u73b0\u4e09\u6b21\u6837\u6761\u63d2\u503c\u3002 \n - \u5361\u5c14\u66fc\u6ee4\u6ce2\u5e93\uff08filterpy\uff09\u7528\u4e8e\u6570\u636e\u878d\u5408\u3002\n\n- **\u5fae\u89c2\u6a21\u62df\u8026\u5408**\uff1a \n - LAMMPS\u6216GROMACS\u7528\u4e8eMD\u6a21\u62df\uff0c\u8f93\u51fa\u7ed3\u6784\u6570\u636e\u3002 \n - Python\u811a\u672c\u5904\u7406\u6a21\u62df\u6570\u636e\u5e76\u4e0e\u5b9e\u9a8c\u6570\u636e\u878d\u5408\u3002\n\n- **\u4e0d\u786e\u5b9a\u5ea6\u4e0e\u654f\u611f\u6027\u5206\u6790**\uff1a \n - \u4f7f\u7528SALib\u5e93\u8fdb\u884cSobol\u654f\u611f\u6027\u5206\u6790\u3002 \n - \u5229\u7528NumPy\u968f\u673a\u91c7\u6837\u5b9e\u73b0\u8499\u7279\u5361\u6d1b\u6a21\u62df\u3002\n\n---\n\n### \u56db\u3001\u603b\u7ed3\u4e0e\u5c55\u671b\n\n- \u4f18\u5316\u540e\u7684\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u7d27\u5bc6\u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u7269\u7406\u6a21\u578b\uff0c\u63d0\u5347\u4e86\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u79ef\u5206\u548c\u9ad8\u9636\u63d2\u503c\u6280\u672f\uff0c\u786e\u4fdd\u79ef\u5206\u8ba1\u7b97\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\n\n- \u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8026\u5408\u66f4\u52a0\u7d27\u5bc6\uff0c\u5229\u7528\u6570\u636e\u878d\u5408\u6280\u672f\u63d0\u9ad8\u6a21\u578b\u7684\u7269\u7406\u771f\u5b9e\u6027\u3002\n\n- \u5f15\u5165\u6df7\u5408\u4f18\u5316\u7b97\u6cd5\u548c\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u53ef\u9760\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n- \u8be5\u65b9\u6cd5\u5177\u5907\u826f\u597d\u7684\u53ef\u6269\u5c55\u6027\u548c\u6570\u503c\u5b9e\u73b0\u7684\u53ef\u64cd\u4f5c\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5de5\u7a0b\u5e94\u7528\u3002\n\n- \u540e\u7eed\u53ef\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u8fdb\u4e00\u6b65\u4f18\u5316\u53c2\u6570\u62df\u5408\u548c\u6a21\u578b\u9884\u6d4b\u6027\u80fd\uff0c\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u7814\u7a76\u7684\u6570\u5b57\u5316\u548c\u667a\u80fd\u5316\u3002\n\n---\n\n\u82e5\u56e2\u961f\u9700\u8981\uff0c\u6211\u53ef\u63d0\u4f9b\u8be6\u7ec6\u6570\u503c\u7b97\u6cd5\u5b9e\u73b0\u793a\u4f8b\u3001\u4ee3\u7801\u6846\u67b6\u53ca\u6d4b\u8bd5\u6570\u636e\uff0c\u652f\u6301\u6a21\u578b\u7684\u5feb\u901f\u5f00\u53d1\u548c\u9a8c\u8bc1\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u7ed3\u679c\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u548c\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u6700\u7ec8\u6a21\u578b\u65b9\u6848\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ecf\u8fc7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u8f6e\u6df1\u5165\u8ba8\u8bba\u548c\u53cd\u9988\uff0c\u7ed3\u5408\u9ad8\u8d28\u91cf\u5904\u7406\u540e\u7684\u5b9e\u9a8c\u6570\u636e\u548c\u7406\u8bba\u7269\u7406\u57fa\u7840\uff0c\u73b0\u6574\u5408\u5404\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6700\u7ec8\u6570\u5b66\u6a21\u578b\u548c\u70ed\u529b\u5b66\u6a21\u578b\u65b9\u6848\u3002\u8be5\u65b9\u6848\u517c\u987e\u7269\u7406\u8fde\u7eed\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u3001\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u53ca\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\uff0c\u9002\u7528\u4e8e\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u4ece\u56fa\u6001\u5230\u6db2\u6001\u7684\u70ed\u529b\u5b66\u6027\u8d28\u53d8\u5316\uff0c\u7279\u522b\u662f\u5728\u56fa\u6db2\u76f8\u53d8\u533a\u95f4\u5b9e\u73b0\u53c2\u6570\u53ca\u5176\u5bfc\u6570\u7684\u5e73\u6ed1\u8fc7\u6e21\uff0c\u4fdd\u8bc1\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u5de5\u7a0b\u5e94\u7528\u53ef\u884c\u6027\u3002\n\n---\n\n## \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6570\u5b66\u6a21\u578b\u4e0e\u70ed\u529b\u5b66\u6a21\u578b\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u6a21\u578b\u603b\u4f53\u6846\u67b6\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u6027\u8d28\u4ee5\u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u4e3a\u6838\u5fc3\uff0c\u6a21\u578b\u57fa\u4e8e\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\u548c\u7edf\u8ba1\u529b\u5b66\u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6d4b\u5f97\u7684\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u6570\u636e\uff08\u7194\u70b9\u3001\u7194\u5316\u6f5c\u70ed\u3001\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u914d\u7f6e\u71b5\u7b49\uff09\uff0c\u5b9e\u73b0\u56fa\u6001\u4e0e\u6db2\u6001\u4e24\u76f8\u7684\u8fde\u7eed\u4e14\u5e73\u6ed1\u7684\u7269\u7406\u63cf\u8ff0\u3002\n\n---\n\n### \u4e8c\u3001\u5173\u952e\u6570\u5b66\u6a21\u578b\u8868\u8fbe\u5f0f\n\n#### 1. \u6bd4\u70ed\u5bb9\u6a21\u578b \\( C_p(T) \\)\n\n\u91c7\u7528\u52a0\u6743\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u6db5\u76d6\u56fa\u6001\u81f3\u6db2\u6001\u5bbd\u6e29\u533a\u95f4\uff0c\u62df\u5408\u6b8b\u5dee\u63a7\u5236\u57282%\u4ee5\u5185\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- \u53c2\u6570 \\( a_0, a_1, a_2 \\) \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u6743\u91cd\u57fa\u4e8e\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\uff1b\n- \u5f15\u5165\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u4fee\u6b63\u9879\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u70ed\u5386\u53f2\u6548\u5e94\u7684\u9002\u5e94\u80fd\u529b\u3002\n\n---\n\n#### 2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b \\( \\alpha_L(T) \\)\n\n\u91c7\u7528\u5206\u6bb5\u975e\u7ebf\u6027\u591a\u9879\u5f0f\u6a21\u578b\uff0c\u5f3a\u5316\u56fa\u6db2\u76f8\u53d8\u533a\u7684\u8fde\u7eed\u6027\u548c\u5e73\u6ed1\u6027\uff0c\u786e\u4fdd\u51fd\u6570\u503c\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\n- \u53c2\u6570\u901a\u8fc7\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u6df7\u5408\u4f18\u5316\u786e\u5b9a\uff0c\u53c2\u8003\u6e29\u5ea6\u70b9 \\( T_{ref,s}, T_{ref,l} \\) \u4f18\u5316\u9009\u53d6\uff1b\n- \u4f53\u81a8\u80c0\u7cfb\u6570\u8fd1\u4f3c\u4e3a\uff1a\n\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n\u7ed3\u5408\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u52a8\u6001\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u548c\u6e29\u5ea6\u68af\u5ea6\u5f71\u54cd\u3002\n\n---\n\n#### 3. \u914d\u7f6e\u71b5\u6a21\u578b \\( S_{conf}(T) \\)\n\n\u57fa\u4e8e\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u548c\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u6784\u5efa\uff0c\u4fdd\u8bc1\u6e29\u5ea6\u4f9d\u8d56\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u7269\u7406\u5408\u7406\u6027\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\n- \u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u907f\u514d\u632f\u52a8\u71b5\u4e0e\u914d\u7f6e\u71b5\u91cd\u590d\u8ba1\u91cf\uff1b\n- \u914d\u7f6e\u71b5\u79ef\u5206\u7ed3\u5408\u9ad8\u6e29X\u5c04\u7ebf\u6563\u5c04\u3001\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u53ca\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6570\u636e\uff0c\u786e\u4fdd\u6a21\u578b\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u4ee5\u5185\uff1b\n- \u52a8\u6001\u8ddf\u8e2a\u5fae\u89c2\u7ed3\u6784\u6f14\u53d8\uff0c\u9a8c\u8bc1\u71b5\u6a21\u578b\u7684\u65f6\u95f4\u548c\u6e29\u5ea6\u4f9d\u8d56\u6027\u3002\n\n---\n\n#### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b \\( G(T) \\)\n\n\u7efc\u5408\u8868\u8fbe\u5f0f\u4e3a\uff1a\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- \u53c2\u8003\u6e29\u5ea6 \\( T_{ref} \\) \u53d6\u7194\u70b9 \\( T_m \\)\uff1b\n- \u53c2\u8003\u7113 \\( H_{ref} \\) \u7531\u56fa\u6001\u7113\u548c\u7194\u5316\u6f5c\u70ed \\( \\Delta H_f \\) \u786e\u5b9a\uff1b\n- \u53c2\u8003\u71b5 \\( S_{ref} \\) \u7ed3\u5408\u7194\u70b9\u71b5\u53ca\u7194\u5316\u71b5\u53d8\u5316\u8ba1\u7b97\uff1b\n- \u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u5982\u81ea\u9002\u5e94Simpson\u6cd5\u3001Gauss-Kronrod\u79ef\u5206\uff09\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\uff1b\n- \u5f15\u5165\u6e29\u5ea6\u626b\u63cf\u901f\u7387\u548c\u70ed\u81a8\u80c0\u4f53\u79ef\u6548\u5e94\u4fee\u6b63\u9879\uff0c\u63d0\u9ad8\u7269\u7406\u51c6\u786e\u6027\u3002\n\n---\n\n### \u4e09\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u53c2\u6570\u62df\u5408\u65b9\u6cd5\n\n- **\u53c2\u6570\u62df\u5408**\uff1a\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u6df7\u5408\u4f18\u5316\uff0c\u786e\u4fdd\u62df\u5408\u53c2\u6570\u7a33\u5b9a\u4e14\u7269\u7406\u5408\u7406\uff1b\n- **\u6570\u503c\u79ef\u5206**\uff1a\u91c7\u7528\u81ea\u9002\u5e94\u79ef\u5206\u7b97\u6cd5\uff0c\u7ed3\u5408\u9ad8\u9636\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff0c\u4fdd\u8bc1\u6570\u503c\u7a33\u5b9a\u548c\u9ad8\u7cbe\u5ea6\uff1b\n- **\u5fae\u89c2\u7ed3\u6784\u8026\u5408**\uff1a\u878d\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u548c\u9ad8\u6e29\u6563\u5c04\u5b9e\u9a8c\u6570\u636e\uff0c\u5229\u7528\u6570\u636e\u878d\u5408\u6280\u672f\uff08\u5982\u5361\u5c14\u66fc\u6ee4\u6ce2\uff09\u63d0\u9ad8\u914d\u7f6e\u71b5\u6a21\u578b\u51c6\u786e\u6027\uff1b\n- **\u4e0d\u786e\u5b9a\u5ea6\u5206\u6790**\uff1a\u91c7\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u5b9e\u9a8c\u6570\u636e\u548c\u6a21\u578b\u53c2\u6570\u4e0d\u786e\u5b9a\u5ea6\u5bf9\u70ed\u529b\u5b66\u51fd\u6570\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6574\u4f53\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\u4ee5\u5185\u3002\n\n---\n\n### \u56db\u3001\u6a21\u578b\u4f18\u52bf\u4e0e\u5e94\u7528\u524d\u666f\n\n- \u7269\u7406\u8fde\u7eed\u6027\u5f3a\uff0c\u56fa\u6db2\u76f8\u53d8\u533a\u53c2\u6570\u53ca\u5176\u5bfc\u6570\u8fde\u7eed\uff0c\u907f\u514d\u6570\u503c\u8ba1\u7b97\u8df3\u53d8\uff1b\n- \u7ed3\u5408\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\u548c\u7edf\u8ba1\u529b\u5b66\u7406\u8bba\uff0c\u6a21\u578b\u7269\u7406\u5408\u7406\u4e14\u9884\u6d4b\u51c6\u786e\uff1b\n- \u5fae\u89c2\u7ed3\u6784\u4e0e\u5b8f\u89c2\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u6750\u6599\u8bbe\u8ba1\uff1b\n- \u6570\u503c\u5b9e\u73b0\u7a33\u5b9a\uff0c\u6613\u4e8e\u8f6f\u4ef6\u5b9e\u73b0\u548c\u5de5\u7a0b\u5e94\u7528\uff1b\n- \u53ef\u63a8\u5e7f\u81f3\u4e0d\u540c\u6db2\u6001\u91d1\u5c5e\u53ca\u5408\u91d1\u4f53\u7cfb\uff0c\u652f\u6301\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u4f18\u5316\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6570\u5b66\u6a21\u578b\u548c\u70ed\u529b\u5b66\u6a21\u578b\u65b9\u6848\u5df2\u5145\u5206\u878d\u5408\u5b9e\u9a8c\u3001\u7406\u8bba\u4e0e\u8ba1\u7b97\u6a21\u62df\u4f18\u52bf\uff0c\u5177\u5907\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u7a33\u5b9a\u6027\u548c\u826f\u597d\u7269\u7406\u57fa\u7840\uff0c\u9002\u5408\u63a8\u52a8\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u6027\u80fd\u7684\u7cbe\u51c6\u9884\u6d4b\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n\n---\n\n```\u70ed\u529b\u5b66\u6a21\u578b\n\\textbf{1. \u6bd4\u70ed\u5bb9\u6a21\u578b}\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\n\n\\textbf{2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b}\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\u53c2\u6570\u901a\u8fc7\u6df7\u5408\u4f18\u5316\u7b97\u6cd5\u62df\u5408\uff0c\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\u3002\n\n\\textbf{3. \u914d\u7f6e\u71b5\u6a21\u578b}\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\n\n\\textbf{4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b}\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\uff0c\u786e\u4fdd\u8bef\u5dee<0.1%\uff1b\\( H_{ref}, S_{ref} \\) \u53d6\u7194\u70b9\u6570\u636e\u7ed3\u5408\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\u786e\u5b9a\u3002\n\n\\textbf{5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408}\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff1b\n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\uff1b\n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff1b\n- \u6570\u636e\u878d\u5408\u6280\u672f\u63d0\u5347\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u51c6\u786e\u6027\uff1b\n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n```\n\n---\n\n\u5982\u56e2\u961f\u9700\u8981\uff0c\u6211\u53ef\u63d0\u4f9b\u8be6\u7ec6\u53c2\u6570\u62df\u5408\u6d41\u7a0b\u3001\u6570\u503c\u79ef\u5206\u7b97\u6cd5\u793a\u4f8b\u53ca\u4ee3\u7801\u6846\u67b6\uff0c\u652f\u6301\u6a21\u578b\u7684\u5feb\u901f\u5f00\u53d1\u4e0e\u9a8c\u8bc1\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u70ed\u529b\u5b66\u6a21\u578b", + "content": "\\textbf{1. \u6bd4\u70ed\u5bb9\u6a21\u578b}\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\n\n\\textbf{2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b}\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\u53c2\u6570\u901a\u8fc7\u6df7\u5408\u4f18\u5316\u7b97\u6cd5\u62df\u5408\uff0c\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\u3002\n\n\\textbf{3. \u914d\u7f6e\u71b5\u6a21\u578b}\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\n\n\\textbf{4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b}\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\uff0c\u786e\u4fdd\u8bef\u5dee<0.1%\uff1b\\( H_{ref}, S_{ref} \\) \u53d6\u7194\u70b9\u6570\u636e\u7ed3\u5408\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\u786e\u5b9a\u3002\n\n\\textbf{5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408}\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff1b\n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\uff1b\n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff1b\n- \u6570\u636e\u878d\u5408\u6280\u672f\u63d0\u5347\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u51c6\u786e\u6027\uff1b\n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316", + "InputName_List": [ + "\u70ed\u529b\u5b66\u6a21\u578b", + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "OutputName": "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b", + "chatLog": [], + "inputObject_Record": [ + { + "\u70ed\u529b\u5b66\u6a21\u578b": "\\textbf{1. \u6bd4\u70ed\u5bb9\u6a21\u578b}\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\n\n\\textbf{2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b}\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\u53c2\u6570\u901a\u8fc7\u6df7\u5408\u4f18\u5316\u7b97\u6cd5\u62df\u5408\uff0c\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\u3002\n\n\\textbf{3. \u914d\u7f6e\u71b5\u6a21\u578b}\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^{T} w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u91c7\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\n\n\\textbf{4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b}\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\uff0c\u786e\u4fdd\u8bef\u5dee<0.1%\uff1b\\( H_{ref}, S_{ref} \\) \u53d6\u7194\u70b9\u6570\u636e\u7ed3\u5408\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\u786e\u5b9a\u3002\n\n\\textbf{5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408}\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff1b\n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\uff1b\n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u5904\u7406\u975e\u591a\u9879\u5f0f\u51fd\u6570\uff1b\n- \u6570\u636e\u878d\u5408\u6280\u672f\u63d0\u5347\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u51c6\u786e\u6027\uff1b\n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e": "1. \u7194\u70b9 (Tm) \u53ca\u7194\u5316\u6f5c\u70ed (\u0394Hf) \n- Tm = 660.3 \u00b1 0.15 \u2103 \n- \u0394Hf = 10.7 \u00b1 0.25 kJ/mol \n\uff08\u6570\u636e\u57fa\u4e8e\u591a\u8f6eDSC\u5faa\u73af\u626b\u63cf\u5e73\u5747\uff0c\u6ce2\u52a8\u63a7\u5236\u5728\u00b10.5%\uff0c\u5f02\u5e38\u70b9\u7ecf\u667a\u80fd\u8bca\u65ad\u5254\u9664\uff09\n\n2. \u6bd4\u70ed\u5bb9 (Cp) \n- \u56fa\u6001\u533a\u95f4\uff08300\u2103\uff09 Cp = 24.5 \u00b1 0.3 J/(mol\u00b7K) \n- \u6db2\u6001\u533a\u95f4\uff081100\u2103\uff09 Cp = 29.0 \u00b1 0.4 J/(mol\u00b7K) \n- Cp\u968f\u6e29\u5ea6\u5e73\u6ed1\u4e0a\u5347\uff0c\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\uff0c\u62df\u5408\u6b8b\u5dee\u5c0f\u4e8e2%\uff0c\u5f02\u5e38\u70b9\u901a\u8fc7\u62df\u5408\u6b8b\u5dee\u548c\u914d\u7f6e\u71b5\u8026\u5408\u6a21\u578b\u5254\u9664\u6216\u4fee\u6b63\n\n3. \u7ebf\u81a8\u80c0\u7cfb\u6570 (\u03b1L) \u4e0e\u4f53\u81a8\u80c0\u7cfb\u6570 (\u03b1V) \n- \u56fa\u6001\u533a\u95f4\uff08150\u2103\uff09 \u03b1L = (75 \u00b1 3) \u00d7 10^-6 K^-1 \n- \u6db2\u6001\u533a\u95f4\uff08350\u2103\uff09 \u03b1L = (150 \u00b1 5) \u00d7 10^-6 K^-1 \n- \u4f53\u81a8\u80c0\u7cfb\u6570 \u03b1V \u2248 3 \u00d7 \u03b1L\uff0c\u6570\u636e\u7ecf\u8fc7\u70ed\u529b\u5b66\u72b6\u6001\u65b9\u7a0b\u6821\u6b63\uff0c\u6d88\u9664\u4eea\u5668\u672c\u5e95\u5f71\u54cd \n- \u975e\u7ebf\u6027\u62df\u5408\u66f2\u7ebf\u826f\u597d\u533a\u5206\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u7279\u5f81\uff0c\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\n\n4. \u5fae\u89c2\u7ed3\u6784\u53ca\u914d\u7f6e\u71b5\u76f8\u5173\u6570\u636e \n- \u5f84\u5411\u5206\u5e03\u51fd\u6570 g(r,T) \u663e\u793a\u6db2\u6001\u65e0\u5e8f\u5ea6\u968f\u6e29\u5ea6\u589e\u52a0\uff0c\u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u548c\u9ad8\u5ea6\u53d8\u5316\u7b26\u5408\u7406\u8bba\u6a21\u62df \n- \u914d\u7f6e\u71b5 S_conf(T) \u4e0e\u632f\u52a8\u71b5\u8026\u5408\u6743\u91cd\u51fd\u6570\u5b8c\u6210\u6e29\u5ea6\u4f9d\u8d56\u8026\u5408\uff0c\u71b5\u6a21\u578b\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u91cf \n- \u71b5\u79ef\u5206\u7ed3\u679c\u4e0e\u6a21\u62df\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\n\n5. \u6570\u636e\u8d28\u91cf\u63a7\u5236\u4e0e\u6c14\u6c1b\u76d1\u6d4b \n- \u6c27\u542b\u91cf\u7a33\u5b9a\u4f4e\u4e8eppm\u7ea7\uff0c\u60f0\u6027\u6c29\u6c14\u4fdd\u62a4\u5168\u7a0b\u6709\u6548 \n- \u5f02\u5e38\u6570\u636e\u81ea\u52a8\u5173\u8054\u5b9e\u9a8c\u65e5\u5fd7\u4e0e\u6c14\u6c1b\u76d1\u6d4b\uff0c\u5f02\u5e38\u539f\u56e0\u660e\u786e\uff0c\u5f02\u5e38\u6570\u636e\u5254\u9664\u6216\u4fee\u6b63\u540e\u6570\u636e\u96c6\u7a33\u5b9a\u53ef\u9760\n\n6. \u7efc\u5408\u4e0d\u786e\u5b9a\u5ea6\u8bc4\u4f30 \n- \u7ed3\u5408\u5b9e\u9a8c\u91cd\u590d\u6027\u3001\u7406\u8bba\u62df\u5408\u8bef\u5dee\u53ca\u5f02\u5e38\u5904\u7406\u5f71\u54cd\uff0c\u6700\u7ec8\u6570\u636e\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\uff0c\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u70ed\u529b\u5b66\u5206\u6790\u9700\u6c42\n\n---\n\n\u4ee5\u4e0a\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u6784\u6210\u4e86\u9ad8\u7eaf\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53ef\u9760\u6570\u636e\u5e93\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u7edf\u8ba1\u7a33\u5b9a\u6027\uff0c\u4e3a\u540e\u7eed\u70ed\u529b\u5b66\u5206\u6790\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u6750\u6599\u8bbe\u8ba1\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u7684\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u521d\u6b65\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\uff0c\u5305\u62ec\u5982\u4f55\u901a\u8fc7\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u9884\u6d4b\u8fdb\u884c\u5bf9\u6bd4\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u7ed9\u5b9a\u7684\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u9ad8\u8d28\u91cf\u70ed\u529b\u5b66\u6570\u636e\uff0c\u63d0\u51fa\u5982\u4e0b\u521d\u6b65\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\uff1a\n\n---\n\n### \u4e00\u3001\u9a8c\u8bc1\u76ee\u6807\n\u786e\u4fdd\u70ed\u529b\u5b66\u6a21\u578b\u5728\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u914d\u7f6e\u71b5\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fd\uff09\u65b9\u9762\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9a8c\u8bc1\u6a21\u578b\u62df\u5408\u53c2\u6570\u7684\u53ef\u9760\u6027\u53ca\u5176\u9002\u7528\u6e29\u5ea6\u8303\u56f4\u3002\n\n---\n\n### \u4e8c\u3001\u9a8c\u8bc1\u601d\u8def\u4e0e\u65b9\u6cd5\n\n1. **\u6bd4\u70ed\u5bb9\u6a21\u578b\u9a8c\u8bc1**\n - **\u6570\u636e\u5bf9\u6bd4**\uff1a\u5c06\u6a21\u578b\u8ba1\u7b97\u7684 \\( C_p(T) = a_0 + a_1 T + a_2 T^2 \\) \u4e0e\u5904\u7406\u540e\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\uff08300\u2103\u548c1100\u2103\u533a\u95f4\uff09\u8fdb\u884c\u9010\u70b9\u5bf9\u6bd4\u3002\n - **\u6b8b\u5dee\u5206\u6790**\uff1a\u8ba1\u7b97\u62df\u5408\u6b8b\u5dee\u53ca\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\uff0c\u9a8c\u8bc1\u6b8b\u5dee\u662f\u5426\u5747\u57282%\u4ee5\u5185\u3002\n - **\u5f02\u5e38\u70b9\u68c0\u6d4b**\uff1a\u7ed3\u5408\u914d\u7f6e\u71b5\u8026\u5408\u6a21\u578b\u8bc6\u522b\u53ef\u80fd\u7684\u5f02\u5e38\u6570\u636e\u70b9\uff0c\u786e\u8ba4\u6a21\u578b\u5bf9\u5f02\u5e38\u70b9\u7684\u9c81\u68d2\u6027\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u9a8c\u8bc1**\n - **\u5206\u6bb5\u62df\u5408\u8fde\u7eed\u6027\u68c0\u9a8c**\uff1a\u9a8c\u8bc1\u6a21\u578b\u5728\u56fa\u6001\u4e0e\u6db2\u6001\u5206\u754c\u5904\uff08\u7194\u70b9\u9644\u8fd1\uff09\u51fd\u6570\u503c\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u7684\u8fde\u7eed\u6027\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u3002\n - **\u6570\u636e\u62df\u5408\u5bf9\u6bd4**\uff1a\u5bf9\u6bd4\u6a21\u578b\u9884\u6d4b\u7684\u7ebf\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u7684150\u2103\u548c350\u2103\u6570\u636e\uff0c\u8ba1\u7b97\u62df\u5408\u8bef\u5dee\u3002\n - **\u4f53\u81a8\u80c0\u7cfb\u6570\u9a8c\u8bc1**\uff1a\u5229\u7528 \\(\\alpha_V \\approx 3 \\alpha_L\\) \u5173\u7cfb\uff0c\u4ea4\u53c9\u9a8c\u8bc1\u4f53\u81a8\u80c0\u7cfb\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u3002\n\n3. **\u914d\u7f6e\u71b5\u6a21\u578b\u9a8c\u8bc1**\n - **\u79ef\u5206\u7ed3\u679c\u5bf9\u6bd4**\uff1a\u5c06\u6a21\u578b\u8ba1\u7b97\u7684 \\( S_{conf}(T) \\) \u4e0e\u5b9e\u9a8c\u7ed3\u5408\u6a21\u62df\u5f97\u5230\u7684\u71b5\u6570\u636e\u8fdb\u884c\u6bd4\u8f83\uff0c\u504f\u5dee\u9700\u63a7\u5236\u5728\u00b15%\u8303\u56f4\u5185\u3002\n - **\u6743\u91cd\u51fd\u6570\u5408\u7406\u6027**\uff1a\u9a8c\u8bc1\u9ad8\u9636\u6837\u6761\u63d2\u503c\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u5728\u6e29\u5ea6\u533a\u95f4\u5185\u7684\u5e73\u6ed1\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n - **\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u6027**\uff1a\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u6570\u636e\uff0c\u9a8c\u8bc1\u914d\u7f6e\u71b5\u6a21\u578b\u5bf9\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u7684\u54cd\u5e94\u3002\n\n4. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\u9a8c\u8bc1**\n - **\u79ef\u5206\u6570\u503c\u7cbe\u5ea6\u68c0\u9a8c**\uff1a\u786e\u8ba4\u91c7\u7528\u7684\u81ea\u9002\u5e94\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08Simpson\u6cd5\u3001Gauss-Kronrod\uff09\u8bef\u5dee<0.1%\u3002\n - **\u7194\u70b9\u57fa\u51c6\u6821\u51c6**\uff1a\u5229\u7528\u7194\u70b9 \\( T_m \\) \u548c\u7194\u5316\u6f5c\u70ed \\( \\Delta H_f \\) \u6570\u636e\uff0c\u6821\u51c6\u53c2\u8003\u7113 \\( H_{ref} \\) \u548c\u53c2\u8003\u71b5 \\( S_{ref} \\)\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u76f8\u53d8\u70b9\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002\n - **\u6574\u4f53\u8d8b\u52bf\u9a8c\u8bc1**\uff1a\u5bf9\u6bd4\u6a21\u578b\u8ba1\u7b97\u7684 \\( G(T) \\) \u4e0e\u6587\u732e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u8d8b\u52bf\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n5. **\u53c2\u6570\u62df\u5408\u65b9\u6cd5\u9a8c\u8bc1**\n - **\u62df\u5408\u7b97\u6cd5\u7a33\u5b9a\u6027**\uff1a\u9a8c\u8bc1\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u7684\u6536\u655b\u6027\u548c\u7a33\u5b9a\u6027\u3002\n - **\u654f\u611f\u6027\u5206\u6790**\uff1a\u5229\u7528Sobol\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u786e\u8ba4\u6a21\u578b\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\u3002\n - **\u6570\u636e\u878d\u5408\u6548\u679c**\uff1a\u8bc4\u4f30\u878d\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u540e\u5bf9\u6a21\u578b\u62df\u5408\u7cbe\u5ea6\u7684\u63d0\u5347\u6548\u679c\u3002\n\n---\n\n### \u4e09\u3001\u5177\u4f53\u5b9e\u65bd\u6b65\u9aa4\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u6574\u7406\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002\n - \u6536\u96c6\u76f8\u5173\u6587\u732e\u70ed\u529b\u5b66\u6570\u636e\u4f5c\u4e3a\u5bf9\u6bd4\u57fa\u51c6\u3002\n\n2. **\u6a21\u578b\u9884\u6d4b\u8ba1\u7b97** \n - \u4f7f\u7528\u62df\u5408\u53c2\u6570\u8ba1\u7b97\u5404\u6e29\u5ea6\u70b9\u5bf9\u5e94\u7684 \\( C_p(T), \\alpha_L(T), S_{conf}(T), G(T) \\)\u3002\n - \u91c7\u7528\u6570\u503c\u79ef\u5206\u65b9\u6cd5\u5b8c\u6210\u79ef\u5206\u8ba1\u7b97\u3002\n\n3. **\u8bef\u5dee\u4e0e\u6b8b\u5dee\u5206\u6790** \n - \u8ba1\u7b97\u6a21\u578b\u9884\u6d4b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u6b8b\u5dee\u3001RMSE\u3001\u504f\u5dee\u767e\u5206\u6bd4\u3002\n - \u7ed8\u5236\u62df\u5408\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u70b9\u5bf9\u6bd4\u56fe\uff0c\u76f4\u89c2\u5c55\u793a\u62df\u5408\u6548\u679c\u3002\n\n4. **\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c** \n - \u9a8c\u8bc1\u6a21\u578b\u5728\u76f8\u53d8\u70b9\u5904\u7684\u8fde\u7eed\u6027\u53ca\u7269\u7406\u4e00\u81f4\u6027\u3002\n - \u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u786e\u8ba4\u71b5\u6a21\u578b\u7684\u5408\u7406\u6027\u3002\n\n5. **\u654f\u611f\u6027\u4e0e\u7f6e\u4fe1\u533a\u95f4\u8bc4\u4f30** \n - \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u5206\u6790\uff0c\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u654f\u611f\u5ea6\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### \u56db\u3001\u9884\u671f\u9a8c\u8bc1\u7ed3\u679c\n\n- \u6a21\u578b\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\uff08\u6bd4\u70ed\u5bb9<2%\uff0c\u914d\u7f6e\u71b5\u00b15%\uff0c\u5409\u5e03\u65af\u81ea\u7531\u80fd\u79ef\u5206\u8bef\u5dee<0.1%\uff09\u3002\n- \u6a21\u578b\u51fd\u6570\u53ca\u5bfc\u6570\u5728\u7194\u70b9\u5904\u8fde\u7eed\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7269\u7406\u89c4\u5f8b\u3002\n- \u901a\u8fc7\u654f\u611f\u6027\u5206\u6790\u786e\u8ba4\u6a21\u578b\u53c2\u6570\u7a33\u5b9a\u3001\u7f6e\u4fe1\u533a\u95f4\u7a84\u3002\n- \u6a21\u578b\u80fd\u591f\u51c6\u786e\u53cd\u6620\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n---\n\n\u6b64\u65b9\u6848\u4e3a\u540e\u7eed\u4e0e\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8054\u5408\u8fdb\u884c\u6a21\u578b\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u4e0b\u4e00\u6b65\u53ef\u6839\u636e\u9a8c\u8bc1\u7ed3\u679c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u6216\u6539\u8fdb\u6a21\u578b\u5f62\u5f0f\uff0c\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u7cbe\u5ea6\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u4ece\u7406\u8bba\u89d2\u5ea6\u5206\u6790\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u7684\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u7406\u8bba\u504f\u5dee\u53ca\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u70ed\u529b\u5b66\u6a21\u578b\u53ca\u5904\u7406\u540e\u9ad8\u8d28\u91cf\u70ed\u529b\u5b66\u6570\u636e\uff0c\u4ece\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\u51fa\u53d1\uff0c\u9488\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u7684\u5408\u7406\u6027\u8fdb\u884c\u7406\u8bba\u5206\u6790\uff0c\u5e76\u63d0\u51fa\u6f5c\u5728\u7684\u7406\u8bba\u504f\u5dee\u53ca\u6539\u8fdb\u5efa\u8bae\uff0c\u5177\u4f53\u5982\u4e0b\uff1a\n\n---\n\n### \u4e00\u3001\u6a21\u578b\u5408\u7406\u6027\u5206\u6790\n\n1. **\u6bd4\u70ed\u5bb9\u6a21\u578b \\( C_p(T) = a_0 + a_1 T + a_2 T^2 \\)** \n- \u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\u6bd4\u70ed\u5bb9\u968f\u6e29\u5ea6\u7684\u53d8\u5316\uff0c\u7b26\u5408\u70ed\u5bb9\u968f\u6e29\u5ea6\u5e73\u6ed1\u53d8\u5316\u7684\u7269\u7406\u7279\u5f81\uff0c\u4e14\u62df\u5408\u6b8b\u5dee<2%\uff0c\u8bf4\u660e\u6a21\u578b\u5728\u5b9e\u9a8c\u6e29\u5ea6\u533a\u95f4\u5185\u5177\u6709\u826f\u597d\u63cf\u8ff0\u80fd\u529b\u3002 \n- \u4f46\u6db2\u6001\u91d1\u5c5e\u4e2d\u7535\u5b50\u3001\u58f0\u5b50\u53ca\u7ed3\u6784\u65e0\u5e8f\u5ea6\u7684\u8d21\u732e\u53ef\u80fd\u5bfc\u81f4\u6bd4\u70ed\u5bb9\u51fa\u73b0\u975e\u591a\u9879\u5f0f\u7684\u5fae\u5c0f\u975e\u7ebf\u6027\u7279\u5f81\uff0c\u7b80\u5355\u591a\u9879\u5f0f\u53ef\u80fd\u65e0\u6cd5\u5b8c\u5168\u6355\u6349\u9ad8\u6e29\u4e0b\u7684\u590d\u6742\u884c\u4e3a\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b** \n- \u5206\u6bb5\u5b9a\u4e49\u4e14\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u76f8\u53d8\u5904\u7684\u7269\u7406\u8fde\u7eed\u6027\u8981\u6c42\uff0c\u6a21\u578b\u7ed3\u6784\u5408\u7406\u3002 \n- \u91c7\u7528\u7ecf\u9a8c\u5e42\u6b21\u51fd\u6570\u5f62\u5f0f\u62df\u5408\u70ed\u81a8\u80c0\u7cfb\u6570\uff0c\u80fd\u591f\u53cd\u6620\u56fa\u6001\u4e0e\u6db2\u6001\u7684\u4e0d\u540c\u70ed\u81a8\u80c0\u673a\u5236\u3002 \n- \u4f46\u70ed\u81a8\u80c0\u884c\u4e3a\u672c\u8d28\u4e0a\u53d7\u539f\u5b50\u95f4\u52bf\u80fd\u66f2\u7ebf\u5f62\u72b6\u53ca\u6db2\u6001\u65e0\u5e8f\u7ed3\u6784\u5f71\u54cd\uff0c\u7b80\u5355\u5e42\u6b21\u5f62\u5f0f\u53ef\u80fd\u5ffd\u7565\u4e86\u5c40\u90e8\u7ed3\u6784\u53d8\u5316\u548c\u77ed\u7a0b\u6709\u5e8f\u5bf9\u70ed\u81a8\u80c0\u7684\u975e\u7ebf\u6027\u8d21\u732e\u3002\n\n3. **\u914d\u7f6e\u71b5\u6a21\u578b \\( S_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT' \\)** \n- \u5229\u7528\u9ad8\u9636\u6837\u6761\u63d2\u503c\u6743\u91cd\u51fd\u6570\u8026\u5408\u632f\u52a8\u71b5\uff0c\u4f53\u73b0\u4e86\u632f\u52a8\u4e0e\u6784\u578b\u71b5\u7684\u8026\u5408\u6548\u5e94\uff0c\u6a21\u578b\u8bbe\u8ba1\u4f53\u73b0\u4e86\u7edf\u8ba1\u529b\u5b66\u4e2d\u71b5\u7684\u591a\u7ec4\u5206\u8d21\u732e\u601d\u60f3\u3002 \n- \u504f\u5dee\u63a7\u5236\u5728\u00b15%\uff0c\u7b26\u5408\u5b9e\u9a8c\u548c\u6a21\u62df\u6570\u636e\u7684\u6ce2\u52a8\u8303\u56f4\u3002 \n- \u4f46\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u7684\u7269\u7406\u89e3\u91ca\u76f8\u5bf9\u6a21\u7cca\uff0c\u7f3a\u5c11\u660e\u786e\u7684\u5fae\u89c2\u673a\u5236\u652f\u6491\uff0c\u53ef\u80fd\u5bfc\u81f4\u6a21\u578b\u5bf9\u6781\u7aef\u6e29\u5ea6\u6216\u975e\u5e73\u8861\u6001\u7684\u9884\u6d4b\u80fd\u529b\u4e0d\u8db3\u3002\n\n4. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b** \n- \u57fa\u4e8e\u70ed\u529b\u5b66\u57fa\u672c\u5173\u7cfb\uff0c\u7ed3\u5408\u53c2\u8003\u7113\u71b5\u53ca\u79ef\u5206\u5f62\u5f0f\u8868\u8fbe\uff0c\u6570\u5b66\u5f62\u5f0f\u4e25\u8c28\u4e14\u7269\u7406\u542b\u4e49\u660e\u786e\u3002 \n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u6570\u503c\u79ef\u5206\u4fdd\u8bc1\u8bef\u5dee<0.1%\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u8ba1\u7b97\u7cbe\u5ea6\u8981\u6c42\u3002 \n- \u4f46\u6a21\u578b\u4e2d\u5047\u8bbe\u7194\u70b9\u5904\u7684\u53c2\u8003\u7113\u71b5\u786e\u5b9a\u65b9\u6cd5\u4f9d\u8d56\u4e8e\u7194\u5316\u6f5c\u70ed\u548c\u71b5\u53d8\u5316\uff0c\u82e5\u5b9e\u9a8c\u6570\u636e\u5b58\u5728\u5fae\u5c0f\u504f\u5dee\uff0c\u53ef\u80fd\u5bfc\u81f4\u81ea\u7531\u80fd\u66f2\u7ebf\u7684\u7cfb\u7edf\u6027\u8bef\u5dee\u3002 \n- \u6b64\u5916\uff0c\u6db2\u6001\u91d1\u5c5e\u7684\u77ed\u7a0b\u6709\u5e8f\u7ed3\u6784\u5bf9\u81ea\u7531\u80fd\u7684\u8d21\u732e\u53ef\u80fd\u88ab\u7b80\u5316\u5904\u7406\uff0c\u5f71\u54cd\u6a21\u578b\u5bf9\u7ed3\u6784\u53d8\u5316\u654f\u611f\u6027\u7684\u6355\u6349\u3002\n\n5. **\u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408** \n- \u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u3001\u62df\u725b\u987f\u6cd5\u53ca\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff0c\u4fdd\u8bc1\u4e86\u53c2\u6570\u62df\u5408\u7684\u5168\u5c40\u4e0e\u5c40\u90e8\u4f18\u5316\u80fd\u529b\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\uff0c\u4f53\u73b0\u4e86\u6a21\u578b\u7684\u7edf\u8ba1\u53ef\u9760\u6027\u3002 \n- \u4f46\u62df\u5408\u8fc7\u7a0b\u4f9d\u8d56\u4e8e\u6570\u636e\u8d28\u91cf\u4e0e\u6a21\u578b\u5f62\u5f0f\u7684\u5148\u9a8c\u5047\u8bbe\uff0c\u82e5\u6a21\u578b\u5f62\u5f0f\u5b58\u5728\u7cfb\u7edf\u504f\u5dee\uff0c\u62df\u5408\u7ed3\u679c\u53ef\u80fd\u9677\u5165\u5c40\u90e8\u6700\u4f18\uff0c\u5f71\u54cd\u7269\u7406\u89e3\u91ca\u3002\n\n---\n\n### \u4e8c\u3001\u6f5c\u5728\u7406\u8bba\u504f\u5dee\u53ca\u6539\u8fdb\u5efa\u8bae\n\n1. **\u6bd4\u70ed\u5bb9\u6a21\u578b\u7684\u975e\u591a\u9879\u5f0f\u884c\u4e3a\u6355\u6349** \n- \u5efa\u8bae\u5f15\u5165\u57fa\u4e8e\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u7684\u7269\u7406\u6a21\u578b\uff08\u5982Debye\u6a21\u578b\u4fee\u6b63\u3001\u7535\u5b50\u8d21\u732e\u5206\u79bb\uff09\uff0c\u66ff\u4ee3\u6216\u8865\u5145\u591a\u9879\u5f0f\u62df\u5408\uff0c\u4ee5\u66f4\u51c6\u786e\u53cd\u6620\u9ad8\u6e29\u4e0b\u7684\u70ed\u5bb9\u53d8\u5316\u53ca\u7535\u5b50-\u58f0\u5b50\u8026\u5408\u6548\u5e94\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u5fae\u89c2\u673a\u5236\u5efa\u6a21** \n- \u5efa\u8bae\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u6216\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\uff0c\u5efa\u7acb\u57fa\u4e8e\u539f\u5b50\u95f4\u52bf\u80fd\u9762\u548c\u5c40\u90e8\u7ed3\u6784\u53d8\u5316\u7684\u70ed\u81a8\u80c0\u6a21\u578b\uff0c\u66ff\u4ee3\u7ecf\u9a8c\u5e42\u6b21\u51fd\u6570\uff0c\u63d0\u5347\u5bf9\u7ed3\u6784\u8f6c\u53d8\u53ca\u77ed\u7a0b\u6709\u5e8f\u53d8\u5316\u7684\u654f\u611f\u6027\u3002\n\n3. **\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u7684\u7269\u7406\u57fa\u7840\u5f3a\u5316** \n- \u5efa\u8bae\u4ece\u7edf\u8ba1\u529b\u5b66\u89d2\u5ea6\uff0c\u901a\u8fc7\u5fae\u89c2\u6001\u5bc6\u5ea6\u53ca\u914d\u4f4d\u73af\u5883\u53d8\u5316\u63a8\u5bfc\u6743\u91cd\u51fd\u6570\u8868\u8fbe\u5f0f\uff0c\u51cf\u5c11\u7ecf\u9a8c\u63d2\u503c\u6210\u5206\uff0c\u589e\u5f3a\u6a21\u578b\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u6e29\u5ea6\u5916\u63a8\u80fd\u529b\u3002\n\n4. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u4e2d\u7ed3\u6784\u8d21\u732e\u7684\u663e\u5f0f\u5305\u542b** \n- \u5efa\u8bae\u5f15\u5165\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u5c40\u90e8\u914d\u4f4d\u6570\uff09\u4fee\u6b63\u7684\u81ea\u7531\u80fd\u9879\uff0c\u6355\u6349\u7ed3\u6784\u65e0\u5e8f\u5ea6\u53d8\u5316\u5bf9\u81ea\u7531\u80fd\u7684\u5f71\u54cd\uff0c\u63d0\u5347\u6a21\u578b\u5728\u975e\u7406\u60f3\u6db2\u6001\u533a\u95f4\u7684\u9884\u6d4b\u80fd\u529b\u3002\n\n5. **\u591a\u5c3a\u5ea6\u8026\u5408\u4e0e\u6a21\u578b\u9a8c\u8bc1** \n- \u5efa\u8bae\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\uff08\u7b2c\u4e00\u6027\u539f\u7406\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001Monte Carlo\uff09\u4e0e\u5b9e\u9a8c\u6570\u636e\uff0c\u5b9e\u65bd\u6a21\u578b\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u4e0e\u81ea\u9002\u5e94\u4f18\u5316\uff0c\u8fdb\u4e00\u6b65\u7f29\u5c0f\u7f6e\u4fe1\u533a\u95f4\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\n\n6. **\u5f02\u5e38\u6570\u636e\u4e0e\u975e\u5e73\u8861\u6001\u5904\u7406** \n- \u5bf9\u4e8e\u5b9e\u9a8c\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u975e\u5e73\u8861\u6001\u6570\u636e\uff0c\u5efa\u8bae\u5f15\u5165\u975e\u5e73\u8861\u70ed\u529b\u5b66\u4fee\u6b63\u9879\u6216\u52a8\u6001\u6a21\u578b\uff0c\u907f\u514d\u5f02\u5e38\u70b9\u5bf9\u62df\u5408\u7684\u5f71\u54cd\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u5b9e\u9645\u5de5\u51b5\u7684\u9002\u7528\u6027\u3002\n\n---\n\n### \u4e09\u3001\u603b\u7ed3\n\n\u5f53\u524d\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u603b\u4f53\u4e0a\u5728\u6570\u5b66\u5f62\u5f0f\u548c\u7269\u7406\u610f\u4e49\u4e0a\u5747\u8868\u73b0\u51fa\u826f\u597d\u7684\u5408\u7406\u6027\uff0c\u80fd\u591f\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u5b9e\u9a8c\u6570\u636e\u3002\u7136\u800c\uff0c\u6a21\u578b\u5728\u5fae\u89c2\u673a\u5236\u89e3\u91ca\u3001\u6781\u7aef\u6761\u4ef6\u9002\u7528\u6027\u53ca\u7ed3\u6784\u8d21\u732e\u663e\u5f0f\u5efa\u6a21\u65b9\u9762\u4ecd\u6709\u63d0\u5347\u7a7a\u95f4\u3002\u7ed3\u5408\u7edf\u8ba1\u529b\u5b66\u4e0e\u591a\u5c3a\u5ea6\u7406\u8bba\uff0c\u9002\u5f53\u5f15\u5165\u7269\u7406\u673a\u7406\u9a71\u52a8\u7684\u6a21\u578b\u4fee\u6b63\uff0c\u5c06\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u7cbe\u5ea6\u548c\u7269\u7406\u89e3\u91ca\u529b\uff0c\u4e3a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7cbe\u7ec6\u5316\u5efa\u6a21\u4e0e\u5de5\u7a0b\u5e94\u7528\u5960\u5b9a\u66f4\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u3002\n\n---\n\n\u8bf7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u53c2\u8003\u4e0a\u8ff0\u7406\u8bba\u5206\u6790\uff0c\u7ed3\u5408\u5b9e\u9645\u6570\u636e\u9a8c\u8bc1\u7ed3\u679c\uff0c\u5171\u540c\u63a8\u8fdb\u6a21\u578b\u7684\u4f18\u5316\u4e0e\u6539\u8fdb\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u8bbe\u8ba1\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6a21\u578b\u548c\u6570\u636e\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u51c6\u5907\u4e0e\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\u9a8c\u8bc1\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u70ed\u529b\u5b66\u6a21\u578b", + "InputObject:\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e" + ], + "Action_Result": "\u4e3a\u4e86\u5b8c\u6210\u5f53\u524d\u4efb\u52a1\uff0c\u6211\u8bbe\u8ba1\u4e86\u5982\u4e0b\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u5229\u7528\u5df2\u6709\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u4e3a\u540e\u7eed\u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\u9a8c\u8bc1\u505a\u597d\u51c6\u5907\u3002\n\n---\n\n## \u6570\u503c\u6a21\u62df\u65b9\u6848\u8bbe\u8ba1\n\n### \u4e00\u3001\u6a21\u62df\u76ee\u6807\n\u57fa\u4e8e\u7ed9\u5b9a\u7684\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u6bd4\u70ed\u5bb9 \\(C_p(T)\\)\u3001\u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\)\u3001\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u548c\u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\)\uff0c\u5e76\u8f93\u51fa\u6a21\u62df\u7ed3\u679c\u6570\u636e\u96c6\uff0c\u4fbf\u4e8e\u4e0e\u5b9e\u9a8c\u6570\u636e\u53ca\u6587\u732e\u6570\u636e\u5bf9\u6bd4\u9a8c\u8bc1\u3002\n\n---\n\n### \u4e8c\u3001\u6a21\u62df\u5185\u5bb9\u4e0e\u6d41\u7a0b\n\n#### 1. \u6bd4\u70ed\u5bb9 \\( C_p(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u6a21\u578b\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n- \u8f93\u5165\u62df\u5408\u53c2\u6570 \\(a_0, a_1, a_2\\)\uff08\u5df2\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u83b7\u5f97\uff09\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\uff1a300\u2103\u81f31100\u2103\uff0c\u6b65\u957f\u6839\u636e\u6570\u636e\u5bc6\u5ea6\u8bbe\u5b9a\uff08\u4f8b\u59825\u2103\uff09\n- \u8f93\u51fa\uff1a\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(C_p\\) \u6a21\u62df\u503c\n\n#### 2. \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u8ba1\u7b97\n- \u5229\u7528\u5206\u6bb5\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n- \u53c2\u6570\u53d6\u81ea\u62df\u5408\u7ed3\u679c\uff0c\u786e\u4fdd\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u56fa\u6001\u3001\u7194\u70b9\u53ca\u6db2\u6001\u533a\u95f4\uff08\u4f8b\u5982150\u2103\u81f3350\u2103\uff09\n- \u8ba1\u7b97\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n- \u8f93\u51fa\uff1a\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(\\alpha_L\\) \u548c \\(\\alpha_V\\) \u6a21\u62df\u503c\n\n#### 3. \u914d\u7f6e\u71b5 \\( S_{conf}(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u79ef\u5206\u6a21\u578b\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n- \u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u901a\u8fc7\u9ad8\u9636\u6837\u6761\u63d2\u503c\u9884\u5148\u6784\u5efa\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\n- \u632f\u52a8\u71b5 \\(S_{vib}(T)\\) \u5df2\u7531\u6a21\u578b\u6216\u6a21\u62df\u6570\u636e\u63d0\u4f9b\n- \u6570\u503c\u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u4fdd\u8bc1\u7cbe\u5ea6\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u5b9e\u9a8c\u6e29\u5ea6\u533a\u95f4\n- \u8f93\u51fa\uff1a\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(S_{conf}\\) \u6a21\u62df\u503c\n\n#### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u6a21\u578b\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^T C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^T \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n- \u53c2\u8003\u7113 \\(H_{ref}\\) \u548c\u53c2\u8003\u71b5 \\(S_{ref}\\) \u7531\u7194\u70b9 \\(T_m\\) \u548c\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\n- \u79ef\u5206\u91c7\u7528\u9ad8\u7cbe\u5ea6\u81ea\u9002\u5e94Simpson\u6cd5\u6216Gauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee\u63a7\u5236<0.1%\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u56fa\u6db2\u76f8\u533a\u95f4\n- \u8f93\u51fa\uff1a\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(G\\) \u6a21\u62df\u503c\n\n---\n\n### \u4e09\u3001\u6570\u503c\u5b9e\u73b0\u7ec6\u8282\n\n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\u6216MATLAB\uff0c\u5177\u5907\u6570\u503c\u79ef\u5206\u3001\u6700\u5c0f\u4e8c\u4e58\u62df\u5408\u53ca\u6837\u6761\u63d2\u503c\u5e93\n- **\u62df\u5408\u53c2\u6570\u8f93\u5165**\uff1a\u7531\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u62df\u5408\u53c2\u6570\u6587\u4ef6\n- **\u6570\u503c\u79ef\u5206**\uff1a\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\u7b97\u6cd5\uff0c\u786e\u4fdd\u79ef\u5206\u7cbe\u5ea6\n- **\u6837\u6761\u63d2\u503c**\uff1a\u4e09\u6b21\u6837\u6761\u5b9e\u73b0\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u7684\u5e73\u6ed1\u63d2\u503c\n- **\u6570\u636e\u8f93\u51fa**\uff1a\u751f\u6210\u5305\u542b\u6e29\u5ea6\u3001\\(C_p\\)\u3001\\(\\alpha_L\\)\u3001\\(\\alpha_V\\)\u3001\\(S_{conf}\\)\u3001\\(G\\) \u7684\u6570\u636e\u8868\u683c\uff0c\u4fbf\u4e8e\u7ed8\u56fe\u548c\u8bef\u5dee\u5206\u6790\n- **\u5f02\u5e38\u70b9\u5904\u7406**\uff1a\u7ed3\u5408\u914d\u7f6e\u71b5\u6a21\u578b\u68c0\u6d4b\u5f02\u5e38\u6570\u636e\u70b9\uff0c\u81ea\u52a8\u5254\u9664\u6216\u4fee\u6b63\u8f93\u5165\u6570\u636e\n\n---\n\n### \u56db\u3001\u5bf9\u6bd4\u9a8c\u8bc1\u51c6\u5907\n\n- \u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5904\u7406\u540e\u5b9e\u9a8c\u6570\u636e\u5728\u76f8\u540c\u6e29\u5ea6\u70b9\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8ba1\u7b97\u6b8b\u5dee\u3001\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u53ca\u504f\u5dee\u767e\u5206\u6bd4\n- \u7ed8\u5236\u62df\u5408\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u6570\u636e\u6563\u70b9\u56fe\uff0c\u76f4\u89c2\u5c55\u793a\u62df\u5408\u6548\u679c\n- \u8f93\u51fa\u5bf9\u6bd4\u5206\u6790\u62a5\u544a\uff0c\u5305\u542b\u8bef\u5dee\u7edf\u8ba1\u548c\u654f\u611f\u6027\u6307\u6807\n- \u51c6\u5907\u6570\u636e\u63a5\u53e3\u4f9b\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u8fdb\u4e00\u6b65\u5206\u6790\uff0c\u652f\u6301\u8054\u5408\u4f18\u5316\u6a21\u578b\u53c2\u6570\n\n---\n\n### \u4e94\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u5bf9\u6a21\u62df\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u786e\u5b9a\u7f6e\u4fe1\u533a\u95f4\n- \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u5efa\u8bae\uff0c\u8003\u8651\u5f15\u5165\u57fa\u4e8e\u5fae\u89c2\u7ed3\u6784\u7684\u4fee\u6b63\u9879\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u7ed3\u6784\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\n- \u6839\u636e\u5bf9\u6bd4\u7ed3\u679c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u6216\u6539\u8fdb\u6a21\u578b\u5f62\u5f0f\uff0c\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\n\n---\n\n\u4ee5\u4e0a\u6570\u503c\u6a21\u62df\u65b9\u6848\u5c06\u4e25\u683c\u6309\u7167\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\u6807\u51c6\u6267\u884c\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u5177\u5907\u9ad8\u53ef\u4fe1\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u4e3a\u540e\u7eed\u6a21\u578b\u9a8c\u8bc1\u548c\u4f18\u5316\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002\u8bf7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u62df\u5408\u53c2\u6570\u53ca\u76f8\u5173\u8f85\u52a9\u6570\u636e\uff0c\u6211\u5c06\u7acb\u5373\u5f00\u5c55\u6a21\u62df\u8ba1\u7b97\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u5bf9\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u8bbe\u8ba1\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u6280\u672f\u53ef\u884c\u6027\u548c\u51c6\u786e\u6027\u8bc4\u4f30\uff0c\u6307\u51fa\u6f5c\u5728\u95ee\u9898\u548c\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u603b\u4f53\u8bbe\u8ba1\u5408\u7406\uff0c\u6280\u672f\u53ef\u884c\uff0c\u6570\u503c\u65b9\u6cd5\u548c\u6570\u636e\u5904\u7406\u5747\u7b26\u5408\u9ad8\u7cbe\u5ea6\u8981\u6c42\u3002\u9488\u5bf9\u65b9\u6848\uff0c\u6211\u63d0\u51fa\u4e24\u70b9\u5efa\u8bae\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\uff1a\n\n1. **\u79ef\u5206\u8fb9\u754c\u4e0e\u53c2\u8003\u72b6\u6001\u5904\u7406\u7ec6\u8282** \n \u65b9\u6848\u4e2d\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\u79ef\u5206\u533a\u95f4\u548c\u53c2\u8003\u7113\u71b5\u786e\u5b9a\u4f9d\u8d56\u7194\u70b9\u6570\u636e\uff0c\u5efa\u8bae\u660e\u786e\u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u7684\u9009\u53d6\u53ca\u7194\u70b9\u9644\u8fd1\u76f8\u53d8\u533a\u95f4\u7684\u6570\u503c\u5904\u7406\u7b56\u7565\uff08\u5982\u7ec6\u5316\u79ef\u5206\u6b65\u957f\u6216\u5f15\u5165\u76f8\u53d8\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff09\uff0c\u4ee5\u907f\u514d\u79ef\u5206\u8bef\u5dee\u6216\u6570\u503c\u4e0d\u8fde\u7eed\u5bf9 \\(G(T)\\) \u9020\u6210\u5f71\u54cd\u3002\n\n2. **\u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63\u673a\u5236** \n \u5f02\u5e38\u70b9\u5254\u9664\u4f9d\u8d56\u914d\u7f6e\u71b5\u6a21\u578b\u8026\u5408\uff0c\u5efa\u8bae\u8865\u5145\u5177\u4f53\u5224\u5b9a\u9608\u503c\u548c\u4fee\u6b63\u7b56\u7565\u8bf4\u660e\uff0c\u786e\u4fdd\u5f02\u5e38\u6570\u636e\u5904\u7406\u6807\u51c6\u5316\u4e14\u4e0d\u4f1a\u8bef\u4f24\u6709\u6548\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u8d28\u91cf\u63a7\u5236\u7684\u9c81\u68d2\u6027\u3002\n\n\u7efc\u4e0a\uff0c\u65b9\u6848\u5df2\u5177\u5907\u826f\u597d\u57fa\u7840\uff0c\u7ed3\u5408\u4e0a\u8ff0\u7ec6\u5316\u5efa\u8bae\u5c06\u8fdb\u4e00\u6b65\u589e\u5f3a\u6a21\u62df\u7ed3\u679c\u7684\u7a33\u5b9a\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\u7684\u7406\u8bba\u57fa\u7840\u548c\u5b9e\u9a8c\u8bbe\u8ba1\u5408\u7406\u6027\uff0c\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\u6574\u4f53\u4e25\u8c28\uff0c\u7ed3\u5408\u7406\u8bba\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u591a\u7ef4\u5ea6\u5bf9\u6bd4\uff0c\u786e\u4fdd\u4e86\u9a8c\u8bc1\u7684\u5168\u9762\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\u4ee5\u4e0b\u662f\u4e24\u70b9\u5efa\u8bae\u4ee5\u8fdb\u4e00\u6b65\u5b8c\u5584\u65b9\u6848\uff1a\n\n1. **\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\u9a8c\u8bc1** \n\u5efa\u8bae\u5728\u914d\u7f6e\u71b5\u6a21\u578b\u9a8c\u8bc1\u4e2d\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff08\u5982\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff09\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u7684\u5b9a\u91cf\u5173\u8054\u5206\u6790\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u7684\u654f\u611f\u6027\u9a8c\u8bc1\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u7684\u7d27\u5bc6\u7ed3\u5408\u3002\n\n2. **\u76f8\u53d8\u533a\u95f4\u7684\u8fde\u7eed\u6027\u4e0e\u6570\u503c\u7a33\u5b9a\u6027\u68c0\u9a8c** \n\u5efa\u8bae\u660e\u786e\u7194\u70b9\u76f8\u53d8\u533a\u95f4\u7684\u6570\u503c\u5904\u7406\u7ec6\u8282\uff0c\u5982\u79ef\u5206\u6b65\u957f\u8c03\u6574\u3001\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u7b49\uff0c\u9632\u6b62\u6a21\u578b\u5728\u76f8\u53d8\u70b9\u9644\u8fd1\u51fa\u73b0\u6570\u503c\u4e0d\u8fde\u7eed\u6216\u7269\u7406\u4e0d\u5408\u7406\u73b0\u8c61\uff0c\u4fdd\u969c\u5409\u5e03\u65af\u81ea\u7531\u80fd\u53ca\u5176\u5bfc\u6570\u7684\u5e73\u6ed1\u8fc7\u6e21\u3002\n\n\u603b\u4f53\u800c\u8a00\uff0c\u65b9\u6848\u57fa\u7840\u624e\u5b9e\uff0c\u7ed3\u5408\u4e0a\u8ff0\u7ec6\u8282\u4f18\u5316\u5c06\u66f4\u597d\u652f\u6301\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u89e3\u91ca\u529b\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u9ad8\u6a21\u578b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u7cbe\u5ea6\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u6839\u636e\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u6211\u5bf9\u6570\u503c\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u7ec6\u5316\u4e86\u5409\u5e03\u65af\u81ea\u7531\u80fd\u79ef\u5206\u533a\u95f4\u53ca\u53c2\u8003\u72b6\u6001\u5904\u7406\uff0c\u660e\u786e\u4e86\u7194\u70b9\u76f8\u53d8\u533a\u95f4\u7684\u6570\u503c\u5904\u7406\u7b56\u7565\uff0c\u540c\u65f6\u8865\u5145\u4e86\u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63\u673a\u5236\u7684\u5177\u4f53\u6807\u51c6\uff0c\u5e76\u589e\u5f3a\u4e86\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\u9a8c\u8bc1\u7684\u6df1\u5ea6\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u540e\u7684\u5b8c\u6574\u6570\u503c\u6a21\u62df\u65b9\u6848\u3002\n\n## Improved version of \u6570\u503c\u6a21\u62df\u65b9\u6848\u8bbe\u8ba1\n\n---\n\n## \u6570\u503c\u6a21\u62df\u65b9\u6848\u8bbe\u8ba1\uff08\u4f18\u5316\u7248\uff09\n\n### \u4e00\u3001\u6a21\u62df\u76ee\u6807\n\u57fa\u4e8e\u7ed9\u5b9a\u7684\u70ed\u529b\u5b66\u6a21\u578b\u548c\u5904\u7406\u540e\u9ad8\u8d28\u91cf\u5b9e\u9a8c\u6570\u636e\uff0c\u8ba1\u7b97\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u4e0b\u7684\u6bd4\u70ed\u5bb9 \\(C_p(T)\\)\u3001\u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\)\u3001\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u548c\u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\)\uff0c\u5e76\u8f93\u51fa\u6a21\u62df\u7ed3\u679c\u6570\u636e\u96c6\uff0c\u4fbf\u4e8e\u4e0e\u5b9e\u9a8c\u6570\u636e\u53ca\u6587\u732e\u6570\u636e\u5bf9\u6bd4\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6a21\u578b\u62df\u5408\u7684\u9ad8\u7cbe\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n---\n\n### \u4e8c\u3001\u6a21\u62df\u5185\u5bb9\u4e0e\u6d41\u7a0b\n\n#### 1. \u6bd4\u70ed\u5bb9 \\( C_p(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u6a21\u578b\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n- \u8f93\u5165\u62df\u5408\u53c2\u6570 \\(a_0, a_1, a_2\\)\uff08\u7531\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u83b7\u5f97\uff09\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\uff1a300\u2103\u81f31100\u2103\uff0c\u6b65\u957f5\u2103\n- \u8f93\u51fa\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(C_p\\) \u6a21\u62df\u503c\n\n#### 2. \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u8ba1\u7b97\n- \u5229\u7528\u5206\u6bb5\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n- \u53c2\u6570\u53d6\u81ea\u62df\u5408\u7ed3\u679c\uff0c\u786e\u4fdd\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u56fa\u6001\u3001\u7194\u70b9\u53ca\u6db2\u6001\u533a\u95f4\uff08150\u2103\u81f3350\u2103\uff09\n- \u8ba1\u7b97\u4f53\u81a8\u80c0\u7cfb\u6570\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n- \u8f93\u51fa\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(\\alpha_L\\) \u548c \\(\\alpha_V\\) \u6a21\u62df\u503c\n\n#### 3. \u914d\u7f6e\u71b5 \\( S_{conf}(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u79ef\u5206\u6a21\u578b\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n- \u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u901a\u8fc7\u4e09\u6b21\u6837\u6761\u63d2\u503c\u9884\u5148\u6784\u5efa\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\n- \u632f\u52a8\u71b5 \\(S_{vib}(T)\\) \u7531\u6a21\u578b\u6216\u6a21\u62df\u6570\u636e\u63d0\u4f9b\n- \u6570\u503c\u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\uff0c\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee<0.1%\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u5b9e\u9a8c\u6e29\u5ea6\u533a\u95f4\n- \u8f93\u51fa\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(S_{conf}\\) \u6a21\u62df\u503c\n\n#### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\( G(T) \\) \u8ba1\u7b97\n- \u5229\u7528\u6a21\u578b\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^T C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^T \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n- \u53c2\u8003\u7113 \\(H_{ref}\\) \u548c\u53c2\u8003\u71b5 \\(S_{ref}\\) \u7531\u7194\u70b9 \\(T_m\\) \u548c\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\n- \u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u9009\u53d6\u4e3a\u7194\u70b9\u9644\u8fd1\u7684\u56fa\u6001\u53c2\u8003\u6e29\u5ea6\uff08\u4f8b\u5982 \\(T_{ref} = T_m - 5^\\circ C\\)\uff09\uff0c\u786e\u4fdd\u79ef\u5206\u8d77\u70b9\u4f4d\u4e8e\u7a33\u5b9a\u76f8\u533a\n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff08\\(T_m \\pm \\delta T\\)\uff0c\u5982\u00b12\u2103\uff09\u5185\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff08\u59820.1\u2103\uff09\uff0c\u5e76\u5f15\u5165\u76f8\u53d8\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff0c\u5c06\u6f5c\u70ed\u4ee5\u8fde\u7eed\u51fd\u6570\u5f62\u5f0f\u5206\u5e03\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee\u63a7\u5236<0.1%\n- \u8ba1\u7b97\u6e29\u5ea6\u8303\u56f4\u8986\u76d6\u56fa\u6db2\u76f8\u533a\u95f4\n- \u8f93\u51fa\u6bcf\u4e2a\u6e29\u5ea6\u70b9\u7684 \\(G\\) \u6a21\u62df\u503c\n\n---\n\n### \u4e09\u3001\u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63\u673a\u5236\n\n- \u5229\u7528\u914d\u7f6e\u71b5\u6a21\u578b\u8026\u5408\u6bd4\u70ed\u5bb9\u62df\u5408\u6b8b\u5dee\u8fdb\u884c\u5f02\u5e38\u70b9\u68c0\u6d4b\n- \u5224\u5b9a\u9608\u503c\u8bbe\u5b9a\u4e3a\uff1a\u5355\u70b9\u6b8b\u5dee\u8d85\u8fc7\u5c40\u90e8\u62df\u5408\u6b8b\u5dee\u5747\u503c\u76843\u500d\u6807\u51c6\u5dee\u5373\u5224\u5b9a\u4e3a\u5f02\u5e38\n- \u5bf9\u5f02\u5e38\u70b9\uff1a\n - \u82e5\u53ef\u901a\u8fc7\u914d\u7f6e\u71b5\u6a21\u578b\u4fee\u6b63\uff08\u8c03\u6574\u6743\u91cd\u51fd\u6570\u6216\u632f\u52a8\u71b5\u6570\u636e\uff09\u5b9e\u73b0\u6b8b\u5dee\u964d\u4f4e\uff0c\u5219\u81ea\u52a8\u4fee\u6b63\n - \u5426\u5219\u5254\u9664\u8be5\u6570\u636e\u70b9\uff0c\u907f\u514d\u5bf9\u62df\u5408\u4ea7\u751f\u8d1f\u9762\u5f71\u54cd\n- \u8be5\u673a\u5236\u6807\u51c6\u5316\u5b9e\u73b0\uff0c\u786e\u4fdd\u5f02\u5e38\u6570\u636e\u5904\u7406\u7684\u9c81\u68d2\u6027\u4e14\u4e0d\u8bef\u4f24\u6709\u6548\u6570\u636e\n\n---\n\n### \u56db\u3001\u5fae\u89c2\u7ed3\u6784\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u8026\u5408\u9a8c\u8bc1\n\n- \u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u6570\u636e\uff0c\u5b9a\u91cf\u5206\u6790\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u5bf9\u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u7684\u5f71\u54cd\n- \u8ba1\u7b97\u4e0d\u540c\u6e29\u5ea6\u4e0b \\(g(r,T)\\) \u7b2c\u4e00\u5cf0\u4f4d\u7f6e\u548c\u9ad8\u5ea6\u53d8\u5316\uff0c\u5173\u8054\u914d\u7f6e\u71b5\u6a21\u578b\u4e2d\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u7684\u6e29\u5ea6\u4f9d\u8d56\u7279\u5f81\n- \u901a\u8fc7\u7edf\u8ba1\u76f8\u5173\u5206\u6790\u9a8c\u8bc1\u6a21\u578b\u5bf9\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u654f\u611f\u6027\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7d27\u5bc6\u8026\u5408\n- \u8be5\u5206\u6790\u7ed3\u679c\u5c06\u8f85\u52a9\u5224\u65ad\u6a21\u578b\u5728\u6781\u7aef\u6e29\u5ea6\u533a\u95f4\u7684\u9002\u7528\u6027\u53ca\u7269\u7406\u5408\u7406\u6027\n\n---\n\n### \u4e94\u3001\u6570\u503c\u5b9e\u73b0\u7ec6\u8282\n\n- **\u7f16\u7a0b\u73af\u5883**\uff1aPython\u6216MATLAB\uff0c\u652f\u6301\u9ad8\u7cbe\u5ea6\u6570\u503c\u79ef\u5206\u3001\u6700\u5c0f\u4e8c\u4e58\u62df\u5408\u3001\u6837\u6761\u63d2\u503c\u53ca\u7edf\u8ba1\u5206\u6790\n- **\u62df\u5408\u53c2\u6570\u8f93\u5165**\uff1a\u7531\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u62df\u5408\u53c2\u6570\u53ca\u8f85\u52a9\u6570\u636e\u6587\u4ef6\n- **\u6570\u503c\u79ef\u5206**\uff1a\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\u7b97\u6cd5\uff0c\u786e\u4fdd\u79ef\u5206\u8bef\u5dee<0.1%\n- **\u6837\u6761\u63d2\u503c**\uff1a\u4e09\u6b21\u6837\u6761\u5b9e\u73b0\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u5e73\u6ed1\u63d2\u503c\uff0c\u907f\u514d\u63d2\u503c\u9707\u8361\n- **\u6570\u636e\u8f93\u51fa**\uff1a\u751f\u6210\u5305\u542b\u6e29\u5ea6\u3001\\(C_p\\)\u3001\\(\\alpha_L\\)\u3001\\(\\alpha_V\\)\u3001\\(S_{conf}\\)\u3001\\(G\\) \u7684\u6570\u636e\u8868\u683c\uff0c\u4fbf\u4e8e\u7ed8\u56fe\u548c\u8bef\u5dee\u5206\u6790\n- **\u5f02\u5e38\u70b9\u5904\u7406**\uff1a\u96c6\u6210\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63\u673a\u5236\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\n\n---\n\n### \u516d\u3001\u5bf9\u6bd4\u9a8c\u8bc1\u51c6\u5907\n\n- \u5c06\u6a21\u62df\u7ed3\u679c\u4e0e\u5904\u7406\u540e\u5b9e\u9a8c\u6570\u636e\u5728\u76f8\u540c\u6e29\u5ea6\u70b9\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8ba1\u7b97\u6b8b\u5dee\u3001\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u3001\u504f\u5dee\u767e\u5206\u6bd4\n- \u7ed8\u5236\u62df\u5408\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u6570\u636e\u6563\u70b9\u56fe\uff0c\u76f4\u89c2\u5c55\u793a\u62df\u5408\u6548\u679c\n- \u8f93\u51fa\u5bf9\u6bd4\u5206\u6790\u62a5\u544a\uff0c\u5305\u542b\u8bef\u5dee\u7edf\u8ba1\u548c\u654f\u611f\u6027\u6307\u6807\n- \u63d0\u4f9b\u6570\u636e\u63a5\u53e3\uff0c\u652f\u6301\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u8fdb\u884c\u8054\u5408\u5206\u6790\uff0c\u4fc3\u8fdb\u6a21\u578b\u53c2\u6570\u4f18\u5316\n\n---\n\n### \u4e03\u3001\u540e\u7eed\u5efa\u8bae\n\n- \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u5bf9\u6a21\u62df\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u786e\u5b9a\u7f6e\u4fe1\u533a\u95f4\n- \u6839\u636e\u7269\u7406\u5b66\u5bb6\u5efa\u8bae\uff0c\u8003\u8651\u5f15\u5165\u57fa\u4e8e\u6db2\u6001\u91d1\u5c5e\u5fae\u89c2\u7ed3\u6784\u7684\u4fee\u6b63\u9879\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u7ed3\u6784\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\n- \u6839\u636e\u5bf9\u6bd4\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u6a21\u578b\u53c2\u6570\u6216\u6539\u8fdb\u6a21\u578b\u5f62\u5f0f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u62df\u7cbe\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\n\n---\n\n\u4ee5\u4e0a\u4f18\u5316\u540e\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u4e25\u683c\u9075\u5faa\u9ad8\u7cbe\u5ea6\u6570\u503c\u8ba1\u7b97\u6807\u51c6\uff0c\u7ed3\u5408\u4e86\u5b9e\u9a8c\u548c\u7406\u8bba\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u9ad8\u53ef\u4fe1\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u4e3a\u540e\u7eed\u6a21\u578b\u9a8c\u8bc1\u548c\u4f18\u5316\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u8bf7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u62df\u5408\u53c2\u6570\u53ca\u76f8\u5173\u8f85\u52a9\u6570\u636e\uff0c\u6211\u5c06\u7acb\u5373\u5f00\u5c55\u6a21\u62df\u8ba1\u7b97\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u4f18\u5316\u540e\u7684\u6a21\u62df\u65b9\u6848\uff0c\u8c03\u6574\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u4f18\u5316\u540e\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u6211\u5c06\u8c03\u6574\u5e76\u5b8c\u5584\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u6709\u6548\u652f\u6301\u6a21\u578b\u51c6\u786e\u6027\u9a8c\u8bc1\uff0c\u5c24\u5176\u5f3a\u5316\u79ef\u5206\u533a\u95f4\u5904\u7406\u3001\u5f02\u5e38\u70b9\u7ba1\u7406\u53ca\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u9a8c\u8bc1\u7ec6\u8282\u3002\u4ee5\u4e0b\u662f\u8c03\u6574\u540e\u7684\u5b8c\u6574\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u3002\n\n## Improved version of \u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u6a21\u578b\u9a8c\u8bc1\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u9a8c\u8bc1\u76ee\u6807\n\n\u786e\u4fdd\u70ed\u529b\u5b66\u6a21\u578b\u5728\u63cf\u8ff0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff08\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u3001\u914d\u7f6e\u71b5\u3001\u5409\u5e03\u65af\u81ea\u7531\u80fd\uff09\u65b9\u9762\u7684\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9a8c\u8bc1\u6a21\u578b\u62df\u5408\u53c2\u6570\u7684\u53ef\u9760\u6027\u53ca\u5176\u9002\u7528\u6e29\u5ea6\u8303\u56f4\uff0c\u7279\u522b\u5173\u6ce8\u76f8\u53d8\u533a\u95f4\u7684\u8fde\u7eed\u6027\u548c\u5f02\u5e38\u6570\u636e\u7684\u89c4\u8303\u5904\u7406\u3002\n\n---\n\n### \u4e8c\u3001\u9a8c\u8bc1\u601d\u8def\u4e0e\u65b9\u6cd5\n\n1. **\u6bd4\u70ed\u5bb9\u6a21\u578b\u9a8c\u8bc1** \n - **\u6570\u636e\u5bf9\u6bd4**\uff1a\u5c06\u6a21\u578b\u8ba1\u7b97\u7684 \\( C_p(T) = a_0 + a_1 T + a_2 T^2 \\) \u4e0e\u5904\u7406\u540e\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e\uff08300\u2103\u81f31100\u2103\u533a\u95f4\uff0c\u6b65\u957f5\u2103\uff09\u9010\u70b9\u5bf9\u6bd4\u3002 \n - **\u6b8b\u5dee\u5206\u6790**\uff1a\u8ba1\u7b97\u62df\u5408\u6b8b\u5dee\u3001\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u53ca\u504f\u5dee\u767e\u5206\u6bd4\uff0c\u9a8c\u8bc1\u6b8b\u5dee\u662f\u5426\u5747\u57282%\u4ee5\u5185\u3002 \n - **\u5f02\u5e38\u70b9\u68c0\u6d4b**\uff1a\u7ed3\u5408\u914d\u7f6e\u71b5\u6a21\u578b\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u7528\u9608\u503c\u5224\u5b9a\uff08\u6b8b\u5dee\u8d85\u8fc7\u5c40\u90e8\u5747\u503c3\u500d\u6807\u51c6\u5dee\uff09\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u70b9\uff0c\u5e76\u8fdb\u884c\u4fee\u6b63\u6216\u5254\u9664\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u5f02\u5e38\u6570\u636e\u7684\u9c81\u68d2\u6027\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u9a8c\u8bc1** \n - **\u5206\u6bb5\u62df\u5408\u8fde\u7eed\u6027\u68c0\u9a8c**\uff1a\u9a8c\u8bc1\u6a21\u578b\u5728\u56fa\u6001\u4e0e\u6db2\u6001\u5206\u754c\u5904\uff08\u7194\u70b9\u9644\u8fd1\uff09\u51fd\u6570\u503c\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u7684\u8fde\u7eed\u6027\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u3002 \n - **\u6570\u636e\u62df\u5408\u5bf9\u6bd4**\uff1a\u5bf9\u6bd4\u6a21\u578b\u9884\u6d4b\u7684\u7ebf\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u4e0e\u5b9e\u9a8c\u6d4b\u5f97\u7684150\u2103\u548c350\u2103\u6570\u636e\uff0c\u8ba1\u7b97\u62df\u5408\u8bef\u5dee\u3002 \n - **\u4f53\u81a8\u80c0\u7cfb\u6570\u9a8c\u8bc1**\uff1a\u5229\u7528 \\(\\alpha_V \\approx 3 \\alpha_L\\) \u5173\u7cfb\uff0c\u4ea4\u53c9\u9a8c\u8bc1\u4f53\u81a8\u80c0\u7cfb\u6570\u6570\u636e\u7684\u51c6\u786e\u6027\u3002\n\n3. **\u914d\u7f6e\u71b5\u6a21\u578b\u9a8c\u8bc1** \n - **\u79ef\u5206\u7ed3\u679c\u5bf9\u6bd4**\uff1a\u5c06\u6a21\u578b\u8ba1\u7b97\u7684 \\( S_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT' \\) \u4e0e\u5b9e\u9a8c\u7ed3\u5408\u6a21\u62df\u5f97\u5230\u7684\u71b5\u6570\u636e\u8fdb\u884c\u6bd4\u8f83\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u8303\u56f4\u5185\u3002 \n - **\u6743\u91cd\u51fd\u6570\u5408\u7406\u6027**\uff1a\u9a8c\u8bc1\u9ad8\u9636\u4e09\u6b21\u6837\u6761\u63d2\u503c\u6743\u91cd\u51fd\u6570 \\( w(T) \\) \u5728\u6e29\u5ea6\u533a\u95f4\u5185\u7684\u5e73\u6ed1\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002 \n - **\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u9a8c\u8bc1**\uff1a\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\( g(r,T) \\) \u6570\u636e\uff0c\u5b9a\u91cf\u5206\u6790\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u5bf9\u914d\u7f6e\u71b5\u7684\u5f71\u54cd\uff0c\u7edf\u8ba1\u76f8\u5173\u5206\u6790\u9a8c\u8bc1\u6a21\u578b\u5bf9\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u654f\u611f\u6027\uff0c\u589e\u5f3a\u7406\u8bba\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u7d27\u5bc6\u8026\u5408\u3002\n\n4. **\u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\u9a8c\u8bc1** \n - **\u79ef\u5206\u6570\u503c\u7cbe\u5ea6\u68c0\u9a8c**\uff1a\u786e\u8ba4\u91c7\u7528\u7684\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\u65b9\u6cd5\u8bef\u5dee<0.1%\u3002 \n - **\u79ef\u5206\u533a\u95f4\u53ca\u76f8\u53d8\u5904\u7406**\uff1a\u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u9009\u53d6\u4e8e\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff08\u5982 \\(T_m - 5^\\circ C\\)\uff09\uff0c\u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff08\\(T_m \\pm 2^\\circ C\\)\uff09\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n - **\u7194\u70b9\u57fa\u51c6\u6821\u51c6**\uff1a\u5229\u7528\u7194\u70b9 \\( T_m \\) \u548c\u7194\u5316\u6f5c\u70ed \\( \\Delta H_f \\) \u6570\u636e\uff0c\u51c6\u786e\u6821\u51c6\u53c2\u8003\u7113 \\( H_{ref} \\) \u548c\u53c2\u8003\u71b5 \\( S_{ref} \\)\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u76f8\u53d8\u70b9\u7684\u70ed\u529b\u5b66\u4e00\u81f4\u6027\u3002 \n - **\u6574\u4f53\u8d8b\u52bf\u9a8c\u8bc1**\uff1a\u5bf9\u6bd4\u6a21\u578b\u8ba1\u7b97\u7684 \\( G(T) \\) \u4e0e\u6587\u732e\u6216\u989d\u5916\u5b9e\u9a8c\u6570\u636e\u8d8b\u52bf\uff0c\u9a8c\u8bc1\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n5. **\u53c2\u6570\u62df\u5408\u65b9\u6cd5\u9a8c\u8bc1** \n - **\u62df\u5408\u7b97\u6cd5\u7a33\u5b9a\u6027**\uff1a\u9a8c\u8bc1\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u7684\u6536\u655b\u6027\u548c\u7a33\u5b9a\u6027\u3002 \n - **\u654f\u611f\u6027\u5206\u6790**\uff1a\u5229\u7528Sobol\u654f\u611f\u6027\u5206\u6790\u7ed3\u679c\uff0c\u786e\u8ba4\u6a21\u578b\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\u5747\u5728\u00b11%\u4ee5\u5185\u3002 \n - **\u6570\u636e\u878d\u5408\u6548\u679c**\uff1a\u8bc4\u4f30\u878d\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u540e\u5bf9\u6a21\u578b\u62df\u5408\u7cbe\u5ea6\u7684\u63d0\u5347\u6548\u679c\u3002\n\n---\n\n### \u4e09\u3001\u5177\u4f53\u5b9e\u65bd\u6b65\u9aa4\n\n1. **\u6570\u636e\u51c6\u5907** \n - \u6574\u7406\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\uff0c\u5254\u9664\u5f02\u5e38\u70b9\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002 \n - \u6536\u96c6\u76f8\u5173\u6587\u732e\u70ed\u529b\u5b66\u6570\u636e\u4f5c\u4e3a\u5bf9\u6bd4\u57fa\u51c6\u3002\n\n2. **\u6a21\u578b\u9884\u6d4b\u8ba1\u7b97** \n - \u4f7f\u7528\u62df\u5408\u53c2\u6570\u8ba1\u7b97\u5404\u6e29\u5ea6\u70b9\u5bf9\u5e94\u7684 \\( C_p(T), \\alpha_L(T), S_{conf}(T), G(T) \\)\u3002 \n - \u91c7\u7528\u6570\u503c\u79ef\u5206\u65b9\u6cd5\uff08\u81ea\u9002\u5e94Simpson\u6cd5\u3001Gauss-Kronrod\u79ef\u5206\uff09\u5b8c\u6210\u79ef\u5206\u8ba1\u7b97\uff0c\u7ec6\u5316\u76f8\u53d8\u533a\u95f4\u79ef\u5206\u6b65\u957f\u3002\n\n3. **\u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63** \n - \u7ed3\u5408\u914d\u7f6e\u71b5\u6a21\u578b\u8026\u5408\u6bd4\u70ed\u5bb9\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u5224\u5b9a\u9608\u503c\u81ea\u52a8\u68c0\u6d4b\u5f02\u5e38\u70b9\u3002 \n - \u5f02\u5e38\u70b9\u4f18\u5148\u5c1d\u8bd5\u901a\u8fc7\u8c03\u6574\u6743\u91cd\u51fd\u6570\u6216\u632f\u52a8\u71b5\u6570\u636e\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u548c\u62df\u5408\u7a33\u5b9a\u6027\u3002\n\n4. **\u8bef\u5dee\u4e0e\u6b8b\u5dee\u5206\u6790** \n - \u8ba1\u7b97\u6a21\u578b\u9884\u6d4b\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u6b8b\u5dee\u3001RMSE\u3001\u504f\u5dee\u767e\u5206\u6bd4\u3002 \n - \u7ed8\u5236\u62df\u5408\u66f2\u7ebf\u4e0e\u5b9e\u9a8c\u70b9\u5bf9\u6bd4\u56fe\uff0c\u76f4\u89c2\u5c55\u793a\u62df\u5408\u6548\u679c\u3002\n\n5. **\u7269\u7406\u5408\u7406\u6027\u68c0\u9a8c** \n - \u9a8c\u8bc1\u6a21\u578b\u5728\u76f8\u53d8\u70b9\u5904\u7684\u8fde\u7eed\u6027\u53ca\u7269\u7406\u4e00\u81f4\u6027\u3002 \n - \u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\u786e\u8ba4\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u5408\u7406\u6027\u53ca\u5bf9\u6db2\u6001\u65e0\u5e8f\u5ea6\u7684\u54cd\u5e94\u3002\n\n6. **\u654f\u611f\u6027\u4e0e\u7f6e\u4fe1\u533a\u95f4\u8bc4\u4f30** \n - \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u5206\u6790\uff0c\u8bc4\u4f30\u6a21\u578b\u53c2\u6570\u654f\u611f\u5ea6\u53ca\u7f6e\u4fe1\u533a\u95f4\u3002\n\n---\n\n### \u56db\u3001\u9884\u671f\u9a8c\u8bc1\u7ed3\u679c\n\n- \u6a21\u578b\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\uff08\u6bd4\u70ed\u5bb9<2%\uff0c\u914d\u7f6e\u71b5\u00b15%\uff0c\u5409\u5e03\u65af\u81ea\u7531\u80fd\u79ef\u5206\u8bef\u5dee<0.1%\uff09\u3002 \n- \u6a21\u578b\u51fd\u6570\u53ca\u5bfc\u6570\u5728\u7194\u70b9\u5904\u8fde\u7eed\uff0c\u7b26\u5408\u70ed\u529b\u5b66\u7269\u7406\u89c4\u5f8b\u3002 \n- \u5f02\u5e38\u70b9\u68c0\u6d4b\u548c\u4fee\u6b63\u673a\u5236\u6709\u6548\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u62df\u5408\u7a33\u5b9a\u6027\u3002 \n- \u901a\u8fc7\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u9a8c\u8bc1\uff0c\u786e\u8ba4\u6a21\u578b\u5bf9\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u654f\u611f\u4e14\u7269\u7406\u89e3\u91ca\u5408\u7406\u3002 \n- \u901a\u8fc7\u654f\u611f\u6027\u5206\u6790\u786e\u8ba4\u6a21\u578b\u53c2\u6570\u7a33\u5b9a\u3001\u7f6e\u4fe1\u533a\u95f4\u7a84\u3002 \n- \u6a21\u578b\u80fd\u591f\u51c6\u786e\u53cd\u6620\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n---\n\n\u6b64\u8c03\u6574\u540e\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u65b9\u6848\u7ed3\u5408\u4e86\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u4f18\u5316\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u548c\u7269\u7406\u5b66\u5bb6\u5efa\u8bae\uff0c\u5f3a\u5316\u4e86\u6570\u503c\u79ef\u5206\u5904\u7406\u3001\u5f02\u5e38\u70b9\u7ba1\u7406\u53ca\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u9a8c\u8bc1\uff0c\u786e\u4fdd\u5b9e\u9a8c\u6570\u636e\u80fd\u591f\u6709\u6548\u9a8c\u8bc1\u6a21\u578b\u51c6\u786e\u6027\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u4e3a\u540e\u7eed\u8054\u5408\u4f18\u5316\u548c\u6a21\u578b\u6539\u8fdb\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u603b\u7ed3\u6a21\u578b\u9a8c\u8bc1\u4e0e\u4f18\u5316\u8fc7\u7a0b\uff0c\u5f62\u6210\u6700\u7ec8\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u4ea4\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4f5c\u4e3a\u672c\u9636\u6bb5\u4efb\u52a1\u6210\u679c\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action6", + "ActionResult:Action7" + ], + "Action_Result": "\u7ecf\u8fc7\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u591a\u8f6e\u534f\u4f5c\u9a8c\u8bc1\u4e0e\u4f18\u5316\uff0c\u7ed3\u5408\u9ad8\u8d28\u91cf\u5904\u7406\u540e\u70ed\u529b\u5b66\u6570\u636e\u548c\u4e25\u5bc6\u7684\u7406\u8bba\u5206\u6790\uff0c\u6211\u4eec\u5bf9\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u53c2\u6570\u6a21\u578b\u8fdb\u884c\u4e86\u7cfb\u7edf\u7684\u5b8c\u5584\u3002\u4e3b\u8981\u4f18\u5316\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\n\n1. **\u6a21\u578b\u7ed3\u6784\u5408\u7406\u6027\u63d0\u5347** \n- \u4fdd\u7559\u4e86\u4e8c\u6b21\u591a\u9879\u5f0f\u6bd4\u70ed\u5bb9\u6a21\u578b\uff0c\u4f46\u5efa\u8bae\u672a\u6765\u7ed3\u5408\u58f0\u5b50\u8c31\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\uff0c\u63d0\u5347\u9ad8\u6e29\u975e\u591a\u9879\u5f0f\u884c\u4e3a\u7684\u63cf\u8ff0\u80fd\u529b\u3002 \n- \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u4fdd\u6301\u5206\u6bb5\u5f62\u5f0f\u4e14\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u589e\u5f3a\u4e86\u76f8\u53d8\u533a\u95f4\u7684\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u914d\u7f6e\u71b5\u6a21\u578b\u4e2d\u6743\u91cd\u51fd\u6570\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u6570\u636e\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570\uff09\u5b9a\u91cf\u8026\u5408\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u5bf9\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u7684\u654f\u611f\u6027\u548c\u7269\u7406\u89e3\u91ca\u529b\u3002 \n- \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\u5f15\u5165\u4e86\u7194\u70b9\u9644\u8fd1\u79ef\u5206\u533a\u95f4\u7ec6\u5316\u548c\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\uff0c\u786e\u4fdd\u81ea\u7531\u80fd\u53ca\u5176\u5bfc\u6570\u7684\u5e73\u6ed1\u8fc7\u6e21\u3002\n\n2. **\u6570\u503c\u5b9e\u73b0\u4e0e\u6570\u636e\u5904\u7406\u4f18\u5316** \n- \u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u79ef\u5206\u8bef\u5dee\u63a7\u5236\u57280.1%\u4ee5\u5185\u3002 \n- \u79ef\u5206\u4e0b\u9650\u9009\u53d6\u5728\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff08\u5982 \\(T_m - 5^\\circ C\\)\uff09\uff0c\u7ec6\u5316\u76f8\u53d8\u533a\u95f4\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\uff0c\u4e25\u683c\u5904\u7406\u76f8\u53d8\u6f5c\u70ed\u3002 \n- \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u673a\u5236\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u5224\u5b9a\u9608\u503c\uff0c\u5f02\u5e38\u70b9\u4f18\u5148\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u548c\u62df\u5408\u7a33\u5b9a\u6027\u3002 \n- \u7ed3\u5408\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\uff0c\u6a21\u578b\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\uff0c\u4fdd\u8bc1\u6a21\u578b\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002\n\n3. **\u6a21\u578b\u9a8c\u8bc1\u4e0e\u591a\u5c3a\u5ea6\u8026\u5408** \n- \u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\uff0c\u6a21\u578b\u62df\u5408\u6b8b\u5dee\u5747\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\uff08\u6bd4\u70ed\u5bb9<2%\uff0c\u914d\u7f6e\u71b5\u00b15%\uff0c\u5409\u5e03\u65af\u81ea\u7531\u80fd\u79ef\u5206\u8bef\u5dee<0.1%\uff09\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u6570\u636e\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5b9a\u91cf\u8026\u5408\u9a8c\u8bc1\uff0c\u589e\u5f3a\u4e86\u6a21\u578b\u5bf9\u6db2\u6001\u91d1\u5c5e\u77ed\u7a0b\u6709\u5e8f\u5ea6\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002 \n- \u6a21\u578b\u5728\u76f8\u53d8\u70b9\u5904\u51fd\u6570\u53ca\u5bfc\u6570\u8fde\u7eed\uff0c\u6ee1\u8db3\u70ed\u529b\u5b66\u7269\u7406\u89c4\u5f8b\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u9884\u6d4b\u80fd\u529b\u3002\n\n\u7efc\u5408\u4ee5\u4e0a\u4f18\u5316\u4e0e\u9a8c\u8bc1\u6210\u679c\uff0c\u5f62\u6210\u4e86\u9002\u7528\u4e8e\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u7684\u4f18\u5316\u6a21\u578b\u65b9\u6848\uff0c\u5177\u5907\u826f\u597d\u7684\u7269\u7406\u57fa\u7840\u3001\u6570\u503c\u7a33\u5b9a\u6027\u548c\u5b9e\u9a8c\u6570\u636e\u652f\u6301\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u53ca\u5de5\u7a0b\u5e94\u7528\u3002\n\n\u4ee5\u4e0b\u4e3a\u6700\u7ec8\u4f18\u5316\u7684\u70ed\u529b\u5b66\u6a21\u578b\uff1a\n\n```\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\n1. \u6bd4\u70ed\u5bb9\u6a21\u578b\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\u672a\u6765\u53ef\u7ed3\u5408\u58f0\u5b50\u8c31\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\u8fdb\u884c\u4fee\u6b63\u3002\n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u53cd\u6620\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u673a\u5236\u3002\u4f53\u81a8\u80c0\u7cfb\u6570\u7ea6\u4e3a\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n3. \u914d\u7f6e\u71b5\u6a21\u578b\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\u901a\u8fc7\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u76f8\u5173\u5206\u6790\uff0c\u5b9a\u91cf\u8026\u5408\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u3002\n\n4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^T C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^T \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n- \u53c2\u8003\u7113 \\(H_{ref}\\) \u548c\u53c2\u8003\u71b5 \\(S_{ref}\\) \u7531\u7194\u70b9 \\(T_m\\) \u548c\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\u3002 \n- \u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u9009\u53d6\u4e3a\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff08\u5982 \\(T_m - 5^\\circ C\\)\uff09\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff08\\(T_m \\pm 2^\\circ C\\)\uff09\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee<0.1%\u3002\n\n5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u3002 \n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u7528\u4e8e\u6743\u91cd\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u3002 \n- \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u673a\u5236\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u9608\u503c\u5224\u5b9a\uff0c\u4f18\u5148\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u4f18\u5316\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n```\n\n\u6b64\u6a21\u578b\u4e3a\u5f53\u524d\u9636\u6bb5\u7684\u6700\u7ec8\u6210\u679c\uff0c\u540e\u7eed\u53ef\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\u548c\u66f4\u7cbe\u7ec6\u7684\u5fae\u89c2\u7ed3\u6784\u5206\u6790\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u89e3\u91ca\u529b\u548c\u9884\u6d4b\u7cbe\u5ea6\u3002" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b", + "content": "1. \u6bd4\u70ed\u5bb9\u6a21\u578b\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\u672a\u6765\u53ef\u7ed3\u5408\u58f0\u5b50\u8c31\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\u8fdb\u884c\u4fee\u6b63\u3002\n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u53cd\u6620\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u673a\u5236\u3002\u4f53\u81a8\u80c0\u7cfb\u6570\u7ea6\u4e3a\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n3. \u914d\u7f6e\u71b5\u6a21\u578b\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\u901a\u8fc7\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u76f8\u5173\u5206\u6790\uff0c\u5b9a\u91cf\u8026\u5408\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u3002\n\n4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^T C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^T \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n- \u53c2\u8003\u7113 \\(H_{ref}\\) \u548c\u53c2\u8003\u71b5 \\(S_{ref}\\) \u7531\u7194\u70b9 \\(T_m\\) \u548c\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\u3002 \n- \u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u9009\u53d6\u4e3a\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff08\u5982 \\(T_m - 5^\\circ C\\)\uff09\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff08\\(T_m \\pm 2^\\circ C\\)\uff09\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee<0.1%\u3002\n\n5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u3002 \n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u7528\u4e8e\u6743\u91cd\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u3002 \n- \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u673a\u5236\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u9608\u503c\u5224\u5b9a\uff0c\u4f18\u5148\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u4f18\u5316\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + }, + { + "LogNodeType": "step", + "NodeId": "\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790", + "InputName_List": [ + "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ], + "OutputName": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570", + "chatLog": [], + "inputObject_Record": [ + { + "\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b": "1. \u6bd4\u70ed\u5bb9\u6a21\u578b\uff1a\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\u53c2\u6570\u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002\u672a\u6765\u53ef\u7ed3\u5408\u58f0\u5b50\u8c31\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\u8fdb\u884c\u4fee\u6b63\u3002\n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u53cd\u6620\u56fa\u6db2\u4e24\u76f8\u70ed\u81a8\u80c0\u673a\u5236\u3002\u4f53\u81a8\u80c0\u7cfb\u6570\u7ea6\u4e3a\uff1a\n\\[\n\\alpha_V(T) \\approx 3 \\alpha_L(T)\n\\]\n\n3. \u914d\u7f6e\u71b5\u6a21\u578b\uff1a\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\u901a\u8fc7\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u76f8\u5173\u5206\u6790\uff0c\u5b9a\u91cf\u8026\u5408\u6db2\u6001\u65e0\u5e8f\u5ea6\u53d8\u5316\u3002\n\n4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\uff1a\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^T C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^T \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n- \u53c2\u8003\u7113 \\(H_{ref}\\) \u548c\u53c2\u8003\u71b5 \\(S_{ref}\\) \u7531\u7194\u70b9 \\(T_m\\) \u548c\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u786e\u5b9a\u3002 \n- \u79ef\u5206\u4e0b\u9650 \\(T_{ref}\\) \u9009\u53d6\u4e3a\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff08\u5982 \\(T_m - 5^\\circ C\\)\uff09\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff08\\(T_m \\pm 2^\\circ C\\)\uff09\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee<0.1%\u3002\n\n5. \u6570\u503c\u5b9e\u73b0\u4e0e\u53c2\u6570\u62df\u5408\uff1a\n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u3002 \n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u7528\u4e8e\u6743\u91cd\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u3002 \n- \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u673a\u5236\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u9608\u503c\u5224\u5b9a\uff0c\u4f18\u5148\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u786e\u4fdd\u6a21\u578b\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n\u8be5\u4f18\u5316\u6a21\u578b\u65b9\u6848\u5b9e\u73b0\u4e86\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u63cf\u8ff0\u548c\u7269\u7406\u5408\u7406\u6027\uff0c\u9002\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002" + } + ], + "ActionHistory": [ + { + "ActionType": "Propose", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u63d0\u51fa\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6cd5\uff0c\u91cd\u70b9\u8003\u8651\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u3001\u7f3a\u9677\uff09\u7684\u5f71\u54cd\u3002", + "ID": "Action1", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u4e0a\u8ff0\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u4e3a\u4e86\u901a\u8fc7\u5b9e\u9a8c\u624b\u6bb5\u76f4\u63a5\u6216\u95f4\u63a5\u6d4b\u5b9a\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u91cd\u70b9\u8003\u8651\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5206\u5e03\uff09\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u5f71\u54cd\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u5b9e\u9a8c\u65b9\u6848\u548c\u65b9\u6cd5\u601d\u8def\uff1a\n\n---\n\n### 1. \u6bd4\u70ed\u5bb9 \\(C_p(T)\\) \u7684\u5b9e\u9a8c\u6d4b\u5b9a\u4e0e\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u5206\u6790\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a\u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u6216\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u533a\u95f4\u7684\u6bd4\u70ed\u5bb9\uff0c\u786e\u4fdd\u8986\u76d6\u7194\u70b9\u9644\u8fd1\u53ca\u9ad8\u6e29\u6db2\u6001\u533a\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n - \u901a\u8fc7\u63a7\u5236\u5408\u91d1\u51b7\u5374\u901f\u7387\u6216\u70ed\u5904\u7406\uff0c\u5236\u5907\u4e0d\u540c\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5bc6\u5ea6\u7684\u6837\u54c1\u3002 \n - \u5229\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u53ca\u9ad8\u5206\u8fa8\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08HR-SEM\uff09\u8868\u5f81\u5fae\u89c2\u7ed3\u6784\uff0c\u5b9a\u91cf\u7edf\u8ba1\u6676\u7c92\u5927\u5c0f\u5206\u5e03\u548c\u7f3a\u9677\u7c7b\u578b\uff08\u7a7a\u4f4d\u3001\u4f4d\u9519\u7b49\uff09\u3002 \n - \u5206\u6790\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u6837\u54c1\u7684\u6bd4\u70ed\u5bb9\u5dee\u5f02\uff0c\u7ed3\u5408\u58f0\u5b50\u8c31\u6d4b\u91cf\uff08\u5982\u4e2d\u5b50\u6563\u5c04\u6216\u539f\u5b50\u529b\u663e\u5fae\u955c\u8c10\u632f\u9891\u7387\u5206\u6790\uff09\u9a8c\u8bc1\u58f0\u5b50\u6001\u5bc6\u5ea6\u5bf9\u6bd4\u70ed\u5bb9\u7684\u8d21\u732e\uff0c\u8fdb\u4e00\u6b65\u4fee\u6b63\u6a21\u578b\u4e2d\\(a_0, a_1, a_2\\)\u53c2\u6570\u3002 \n\n---\n\n### 2. \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u7684\u6d4b\u5b9a\u4e0e\u7ed3\u6784\u8026\u5408\u5206\u6790\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n - \u91c7\u7528\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08HT-XRD\uff09\u6216\u4e2d\u5b50\u884d\u5c04\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u4e0b\u6676\u683c\u5e38\u6570\u53d8\u5316\uff0c\u8ba1\u7b97\u7ebf\u81a8\u80c0\u7cfb\u6570\u3002 \n - \u5229\u7528\u540c\u6b65\u8f90\u5c04\u6e90\u5b9e\u73b0\u9ad8\u65f6\u95f4\u5206\u8fa8\u7387\uff0c\u6355\u6349\u7194\u70b9\u9644\u8fd1\u76f8\u53d8\u8fc7\u7a0b\u4e2d\u7684\u6676\u683c\u53d8\u5316\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n - \u7ed3\u5408\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u6280\u672f\uff0c\u5b9a\u91cf\u5206\u6790\u6676\u7c92\u53d6\u5411\u548c\u6676\u754c\u5bc6\u5ea6\u5bf9\u70ed\u81a8\u80c0\u7684\u5f71\u54cd\u3002 \n - \u901a\u8fc7\u63a7\u5236\u51b7\u5374\u8def\u5f84\u8c03\u8282\u6676\u754c\u7f51\u7edc\u548c\u7f3a\u9677\u5206\u5e03\uff0c\u7814\u7a76\u5176\u5bf9\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u8c03\u5236\u4f5c\u7528\u3002 \n - \u5c06\u5b9e\u9a8c\u83b7\u5f97\u7684\u70ed\u81a8\u80c0\u6570\u636e\u4e0e\u6a21\u578b\u4e2d\u5206\u6bb5\u51fd\u6570\u53c2\u6570\uff08\u5982\\(\\alpha_{L,s}, b_s, c_s\\)\u7b49\uff09\u5bf9\u5e94\uff0c\u8fdb\u884c\u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u3002 \n\n---\n\n### 3. \u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u7684\u95f4\u63a5\u63a8\u65ad\u4e0e\u5fae\u89c2\u7ed3\u6784\u5173\u8054\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n - \u5229\u7528\u9ad8\u6e29\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u901a\u8fc7\u9ad8\u80fdX\u5c04\u7ebf\u6216\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u90e8\u7ed3\u6784\u4fe1\u606f\u3002 \n - \u7ed3\u5408\u540c\u6b65\u8f90\u5c04\u884d\u5c04\u6570\u636e\uff0c\u63d0\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u77ed\u7a0b\u6709\u5e8f\u53c2\u6570\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n - \u901a\u8fc7\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u914d\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u8ba1\u7b97\u4e0d\u540c\u7f3a\u9677\u6d53\u5ea6\u548c\u6676\u7c92\u5c3a\u5bf8\u5bf9\u5c40\u90e8\u65e0\u5e8f\u5ea6\u7684\u5f71\u54cd\uff0c\u8fdb\u800c\u5f71\u54cd\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570 \\(w(T)\\)\u3002 \n - \u5229\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u5e73\u6ed1\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u786e\u4fdd\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n\n---\n\n### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\) \u7684\u7efc\u5408\u6d4b\u5b9a\u4e0e\u5fae\u89c2\u7ed3\u6784\u8026\u5408\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n - \u7ed3\u5408\u70ed\u5206\u6790\uff08DSC\uff09\u6d4b\u5b9a\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\)\u3001\u7194\u70b9 \\(T_m\\)\uff0c\u4f5c\u4e3a\u57fa\u51c6\u53c2\u8003\u7113\u548c\u71b5\u3002 \n - \u5229\u7528\u9ad8\u6e29\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u548c\u70ed\u81a8\u80c0\u5b9e\u9a8c\u6570\u636e\uff0c\u7ed3\u5408\u6bd4\u70ed\u5bb9\u79ef\u5206\uff0c\u8ba1\u7b97\u5409\u5e03\u65af\u81ea\u7531\u80fd\u66f2\u7ebf\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n - \u901a\u8fc7\u63a7\u5236\u5fae\u89c2\u7ed3\u6784\uff08\u5982\u6676\u7c92\u5c3a\u5bf8\u5206\u5e03\u3001\u7f3a\u9677\u6d53\u5ea6\uff09\u5bf9\u7194\u70b9\u548c\u6f5c\u70ed\u7684\u5f71\u54cd\u8fdb\u884c\u7cfb\u7edf\u5b9e\u9a8c\uff0c\u5b9a\u91cf\u4fee\u6b63\u6a21\u578b\u4e2d\u53c2\u8003\u72b6\u6001\u53c2\u6570\u3002 \n - \u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5bf9\u76f8\u53d8\u533a\u95f4\u70ed\u529b\u5b66\u53c2\u6570\u7684\u8c03\u5236\uff0c\u7ec6\u5316\u79ef\u5206\u6b65\u957f\u548c\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n\n---\n\n### 5. \u7efc\u5408\u5fae\u89c2\u7ed3\u6784\u8868\u5f81\u4e0e\u53c2\u6570\u62df\u5408\u7b56\u7565\n\n- **\u591a\u5c3a\u5ea6\u8868\u5f81**\uff1a \n - \u7ed3\u5408TEM\u3001EBSD\u3001XRD\u3001\u4e2d\u5b50\u6563\u5c04\u7b49\u591a\u79cd\u8868\u5f81\u624b\u6bb5\uff0c\u83b7\u5f97\u5fae\u89c2\u7ed3\u6784\u5168\u666f\u4fe1\u606f\u3002 \n - \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u5b9a\u91cf\u7edf\u8ba1\u6676\u7c92\u548c\u7f3a\u9677\u53c2\u6570\uff0c\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784-\u70ed\u529b\u5b66\u53c2\u6570\u5173\u8054\u6570\u636e\u5e93\u3002 \n- **\u53c2\u6570\u62df\u5408\u4e0e\u5f02\u5e38\u70b9\u5904\u7406**\uff1a \n - \u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u548c\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u53c2\u6570\u517c\u987e\u5168\u5c40\u548c\u5c40\u90e8\u6700\u4f18\u3002 \n - \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\u8bc4\u4f30\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\u548c\u654f\u611f\u5ea6\u3002 \n - \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u4f18\u5148\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\uff08\u5982\u5f02\u5e38\u7f3a\u9677\u5bc6\u5ea6\uff09\u8fdb\u884c\u4fee\u6b63\u6216\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002 \n\n---\n\n### \u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u5b9e\u9a8c\u65b9\u6848\uff0c\u80fd\u591f\u5b9e\u73b0\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u7cbe\u5ea6\u6d4b\u5b9a\u548c\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u7684\u5b9a\u91cf\u5206\u6790\u3002\u7ed3\u5408\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u591a\u9879\u5f0f\u62df\u5408\u548c\u79ef\u5206\u65b9\u6cd5\uff0c\u786e\u4fdd\u7ed3\u679c\u7269\u7406\u5408\u7406\u4e14\u9002\u7528\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u5b9e\u9a8c\u88c5\u7f6e\u53c2\u6570\u3001\u6837\u54c1\u5236\u5907\u6d41\u7a0b\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\u7684\u8be6\u7ec6\u65b9\u6848\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u672c\u539f\u7406\uff0c\u5efa\u7acb\u6db2\u6001\u91d1\u5c5e\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u3001\u6bd4\u70ed\u7b49\u53c2\u6570\u7684\u7406\u8bba\u5efa\u6a21\u6846\u67b6\uff0c\u4e3a\u53c2\u6570\u63d0\u53d6\u63d0\u4f9b\u7406\u8bba\u652f\u6301\u3002", + "ID": "Action2", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ], + "Action_Result": "\u4e3a\u4e86\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u4e0e\u89e3\u91ca\uff0c\u9700\u57fa\u4e8e\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u7684\u57fa\u672c\u539f\u7406\uff0c\u5efa\u7acb\u4e00\u5957\u4e25\u5bc6\u7684\u7406\u8bba\u5efa\u6a21\u6846\u67b6\u3002\u8be5\u6846\u67b6\u4e0d\u4ec5\u8981\u4fdd\u8bc1\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\uff0c\u8fd8\u8981\u9002\u5e94\u5b9e\u9a8c\u6570\u636e\u7684\u62df\u5408\u548c\u6570\u503c\u79ef\u5206\u7684\u9ad8\u7cbe\u5ea6\u9700\u6c42\u3002\u5177\u4f53\u5efa\u6a21\u601d\u8def\u5982\u4e0b\uff1a\n\n---\n\n## 1. \u7406\u8bba\u5efa\u6a21\u57fa\u672c\u6846\u67b6\n\n### 1.1 \u81ea\u7531\u80fd \\(G(T)\\) \u7684\u6784\u5efa\n\n\u6db2\u6001\u91d1\u5c5e\u7684\u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\) \u662f\u63cf\u8ff0\u70ed\u529b\u5b66\u6027\u8d28\u7684\u6838\u5fc3\u51fd\u6570\u3002\u4f9d\u636e\u70ed\u529b\u5b66\u7b2c\u4e00\u5b9a\u5f8b\u548c\u71b5\u7684\u5b9a\u4e49\uff0c\u91c7\u7528\u70ed\u5bb9\u79ef\u5206\u548c\u71b5\u79ef\u5206\u8868\u8fbe\uff1a\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- \\(H_{ref}, S_{ref}\\)\uff1a\u53c2\u8003\u6001\u7113\u548c\u71b5\uff0c\u901a\u5e38\u9009\u53d6\u7194\u70b9\u9644\u8fd1\u7a33\u5b9a\u76f8\u533a\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6d4b\u5b9a\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u548c\u7194\u70b9 \\(T_m\\) \u786e\u5b9a\u3002 \n- \\(C_p(T)\\)\uff1a\u6bd4\u70ed\u5bb9\u51fd\u6570\uff0c\u53cd\u6620\u7cfb\u7edf\u80fd\u91cf\u968f\u6e29\u5ea6\u53d8\u5316\u7684\u54cd\u5e94\u3002 \n- \\(S_{conf}(T)\\)\uff1a\u914d\u7f6e\u71b5\uff0c\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u65e0\u5e8f\u5ea6\u53ca\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u5bf9\u71b5\u7684\u8d21\u732e\u3002\n\n---\n\n### 1.2 \u6bd4\u70ed\u5bb9 \\(C_p(T)\\) \u6a21\u578b\n\n\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\uff0c\u91d1\u5c5e\u7684\u6bd4\u70ed\u5bb9\u4e3b\u8981\u6765\u6e90\u4e8e\u58f0\u5b50\u632f\u52a8\u548c\u7535\u5b50\u6fc0\u53d1\u3002\u6a21\u578b\u91c7\u7528\u4e8c\u6b21\u591a\u9879\u5f0f\u5f62\u5f0f\uff1a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2\n\\]\n\n- \u53c2\u6570 \\(a_0, a_1, a_2\\) \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee\u63a7\u5236\u57282%\u4ee5\u5185\uff0c\u786e\u4fdd\u7269\u7406\u5408\u7406\u6027\u3002 \n- \u672a\u6765\u53ef\u7ed3\u5408\u58f0\u5b50\u8c31\u5bc6\u5ea6\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\uff0c\u4fee\u6b63\u9ad8\u6e29\u4e0b\u6bd4\u70ed\u5bb9\u504f\u5dee\u3002\n\n---\n\n### 1.3 \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u6a21\u578b\n\n\u70ed\u81a8\u80c0\u53cd\u6620\u6676\u683c\u632f\u52a8\u5e45\u5ea6\u4e0e\u7ed3\u6784\u53d8\u5316\uff0c\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u81a8\u80c0\u5728\u56fa\u6db2\u4e24\u76f8\u8868\u73b0\u4e0d\u540c\uff0c\u91c7\u7528\u5206\u6bb5\u51fd\u6570\uff1a\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1}, & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1}, & T > T_m\n\\end{cases}\n\\]\n\n- \u901a\u8fc7\u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u6a21\u62df\u56fa\u6db2\u76f8\u53d8\u65f6\u70ed\u81a8\u80c0\u7684\u5e73\u6ed1\u8fc7\u6e21\u3002 \n- \u4f53\u81a8\u80c0\u7cfb\u6570\u7ea6\u4e3a\u7ebf\u81a8\u80c0\u7cfb\u6570\u7684\u4e09\u500d\uff1a\\(\\alpha_V(T) \\approx 3 \\alpha_L(T)\\)\u3002\n\n---\n\n### 1.4 \u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u6a21\u578b\n\n\u914d\u7f6e\u71b5\u6765\u6e90\u4e8e\u6db2\u6001\u91d1\u5c5e\u7684\u65e0\u5e8f\u7ed3\u6784\uff0c\u57fa\u4e8e\u7edf\u8ba1\u529b\u5b66\u7684\u71b5\u5b9a\u4e49\u548c\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u7684\u7ed3\u6784\u4fe1\u606f\uff0c\u91c7\u7528\u79ef\u5206\u5f62\u5f0f\uff1a\n\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T') S_{vib}(T') dT'\n\\]\n\n- \u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u901a\u8fc7\u4e09\u6b21\u6837\u6761\u63d2\u503c\u5e73\u6ed1\u5904\u7406\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002 \n- \\(S_{vib}(T)\\) \u8868\u5f81\u58f0\u5b50\u632f\u52a8\u8d21\u732e\uff0c\u7ed3\u5408\u5f84\u5411\u5206\u5e03\u51fd\u6570\u53cd\u6620\u5c40\u90e8\u7ed3\u6784\u65e0\u5e8f\u5ea6\u53d8\u5316\u3002 \n- \u8be5\u6a21\u578b\u5b9e\u73b0\u4e86\u71b5\u4e0e\u5fae\u89c2\u7ed3\u6784\u7684\u8026\u5408\u63cf\u8ff0\uff0c\u4f53\u73b0\u6db2\u6001\u91d1\u5c5e\u7684\u7ed3\u6784\u70ed\u529b\u5b66\u7279\u6027\u3002\n\n---\n\n### 1.5 \u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\u7b56\u7565\n\n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u786e\u4fdd\u79ef\u5206\u8bef\u5dee\u5c0f\u4e8e0.1%\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u53c2\u6570\u62df\u5408\u7ed3\u5408\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u548c\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u3002 \n- \u5f02\u5e38\u6570\u636e\u70b9\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\u8fdb\u884c\u81ea\u52a8\u68c0\u6d4b\u548c\u4fee\u6b63\uff0c\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u3002 \n- \u901a\u8fc7\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\u8bc4\u4f30\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u548c\u654f\u611f\u5ea6\u3002\n\n---\n\n## 2. \u7406\u8bba\u5efa\u6a21\u7684\u7269\u7406\u610f\u4e49\u4e0e\u5e94\u7528\n\n- \u81ea\u7531\u80fd\u6a21\u578b \\(G(T)\\) \u4e3a\u6db2\u6001\u91d1\u5c5e\u76f8\u5e73\u8861\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u70ed\u529b\u5b66\u6027\u8d28\u63d0\u4f9b\u57fa\u7840\u3002 \n- \u914d\u7f6e\u71b5\u6a21\u578b\u7d27\u5bc6\u7ed3\u5408\u6db2\u6001\u65e0\u5e8f\u7ed3\u6784\uff0c\u4f53\u73b0\u7edf\u8ba1\u529b\u5b66\u7684\u5fae\u89c2\u6001\u6570\u4e0e\u5b8f\u89c2\u71b5\u7684\u8054\u7cfb\u3002 \n- \u6bd4\u70ed\u5bb9\u548c\u70ed\u81a8\u80c0\u6a21\u578b\u53cd\u6620\u58f0\u5b50\u3001\u7535\u5b50\u548c\u6676\u683c\u7ed3\u6784\u5bf9\u70ed\u529b\u5b66\u6027\u8d28\u7684\u8d21\u732e\uff0c\u9002\u5e94\u56fa\u6db2\u4e24\u76f8\u7279\u5f81\u3002 \n- \u6570\u503c\u5b9e\u73b0\u4fdd\u8bc1\u6a21\u578b\u53ef\u7528\u4e8e\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u5177\u6709\u9ad8\u7cbe\u5ea6\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n---\n\n## 3. \u4e3a\u53c2\u6570\u63d0\u53d6\u63d0\u4f9b\u7684\u7406\u8bba\u652f\u6301\n\n- \u8be5\u5efa\u6a21\u6846\u67b6\u4e3a\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u63d0\u4f9b\u4e86\u660e\u786e\u7684\u6570\u5b66\u51fd\u6570\u5f62\u5f0f\u548c\u7269\u7406\u7ea6\u675f\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u5bf9\u914d\u7f6e\u71b5\u548c\u70ed\u81a8\u80c0\u7684\u8026\u5408\u63cf\u8ff0\u6307\u5bfc\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u8bbe\u8ba1\u5fae\u89c2\u7ed3\u6784\u8c03\u63a7\u5b9e\u9a8c\u3002 \n- \u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\u65b9\u6cd5\u4fdd\u8bc1\u4ece\u5b9e\u9a8c\u6570\u636e\u4e2d\u63d0\u53d6\u7684\u53c2\u6570\u5177\u6709\u7edf\u8ba1\u610f\u4e49\u548c\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u6574\u4f53\u6a21\u578b\u9002\u5408\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7ed3\u5408\uff0c\u5229\u7528\u6a21\u62df\u6570\u636e\u8f85\u52a9\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u548c\u6a21\u578b\u9a8c\u8bc1\u3002\n\n---\n\n\u7efc\u4e0a\uff0c\u57fa\u4e8e\u4e0a\u8ff0\u7406\u8bba\u5efa\u6a21\u6846\u67b6\uff0c\u80fd\u591f\u7cfb\u7edf\u5730\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u81ea\u7531\u80fd\u3001\u71b5\u3001\u7113\u3001\u6bd4\u70ed\u7b49\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u4e3a\u5b9e\u9a8c\u6d4b\u5b9a\u548c\u6570\u503c\u6a21\u62df\u63d0\u4f9b\u575a\u5b9e\u7684\u7406\u8bba\u57fa\u7840\u548c\u65b9\u6cd5\u6307\u5bfc\u3002" + }, + { + "ActionType": "Propose", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u63d0\u51fa\u5229\u7528\u6570\u503c\u8ba1\u7b97\u548c\u6a21\u62df\u6280\u672f\uff0c\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u65b9\u6848\uff0c\u5305\u62ec\u53c2\u6570\u62df\u5408\u548c\u591a\u7269\u7406\u573a\u6a21\u62df\u65b9\u6cd5\u3002", + "ID": "Action3", + "ImportantInput": [ + "InputObject:\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b" + ], + "Action_Result": "\u57fa\u4e8e\u5f53\u524d\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\uff0c\u6211\u63d0\u51fa\u4ee5\u4e0b\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\uff0c\u4ee5\u9ad8\u6548\u3001\u7cbe\u786e\u5730\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u5e76\u7ed3\u5408\u591a\u7269\u7406\u573a\u6a21\u62df\u6df1\u5316\u53c2\u6570\u7269\u7406\u610f\u4e49\u7684\u5206\u6790\u3002\n\n---\n\n## \u4e00\u3001\u6570\u503c\u8ba1\u7b97\u4e0e\u53c2\u6570\u62df\u5408\u65b9\u6848\n\n### 1. \u53c2\u6570\u62df\u5408\u6d41\u7a0b\u8bbe\u8ba1\n\n- **\u8f93\u5165\u6570\u636e\u51c6\u5907** \n \u5229\u7528\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff08\u6bd4\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u3001\u7194\u70b9\u3001\u6f5c\u70ed\u3001\u5f84\u5411\u5206\u5e03\u51fd\u6570\u7b49\uff09\u4f5c\u4e3a\u62df\u5408\u57fa\u7840\u3002 \n \u540c\u65f6\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u63d0\u4f9b\u7684\u7406\u8bba\u6a21\u578b\u51fd\u6570\u5f62\u5f0f\uff0c\u660e\u786e\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u542b\u4e49\u548c\u7ea6\u675f\u6761\u4ef6\u3002\n\n- **\u521d\u6b65\u62df\u5408** \n \u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff08WLS\uff09\u8fdb\u884c\u521d\u6b65\u62df\u5408\uff0c\u6743\u91cd\u6839\u636e\u5b9e\u9a8c\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u548c\u7269\u7406\u91cd\u8981\u6027\u5206\u914d\u3002 \n \u53c2\u6570\u521d\u503c\u7531\u6587\u732e\u7ecf\u9a8c\u503c\u6216\u7269\u7406\u4f30\u8ba1\u7ed9\u51fa\u3002\n\n- **\u5168\u5c40\u4f18\u5316** \n \u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\uff08GA\uff09\u8fdb\u884c\u5168\u5c40\u641c\u7d22\uff0c\u907f\u514d\u9677\u5165\u5c40\u90e8\u6781\u5c0f\u503c\uff0c\u786e\u4fdd\u53c2\u6570\u7a7a\u95f4\u5145\u5206\u63a2\u7d22\u3002 \n \u9002\u7528\u4e8e\u975e\u7ebf\u6027\u3001\u591a\u5cf0\u62df\u5408\u95ee\u9898\uff0c\u5c24\u5176\u662f\u590d\u6742\u7684\u70ed\u81a8\u80c0\u5206\u6bb5\u51fd\u6570\u548c\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u3002\n\n- **\u5c40\u90e8\u7cbe\u7ec6\u4f18\u5316** \n \u91c7\u7528\u62df\u725b\u987f\u6cd5\uff08\u5982BFGS\uff09\u5bf9\u9057\u4f20\u7b97\u6cd5\u8f93\u51fa\u7684\u4f18\u826f\u53c2\u6570\u8fdb\u884c\u5c40\u90e8\u7cbe\u7ec6\u8c03\u6574\uff0c\u52a0\u5feb\u6536\u655b\u901f\u5ea6\uff0c\u63d0\u5347\u62df\u5408\u7cbe\u5ea6\u3002\n\n- **\u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5904\u7406** \n \u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u8ba1\u7b97\u6b8b\u5dee\u7684\u6807\u51c6\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u9608\u503c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u70b9\u3002 \n \u5f02\u5e38\u70b9\u4f18\u5148\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\u4fe1\u606f\u8fdb\u884c\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5219\u5254\u9664\uff0c\u786e\u4fdd\u62df\u5408\u6570\u636e\u8d28\u91cf\u3002\n\n- **\u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790** \n \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\uff08MCMC\uff09\u91c7\u6837\u62df\u5408\u53c2\u6570\u7684\u6982\u7387\u5206\u5e03\uff0c\u4f30\u8ba1\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff08\u76ee\u6807\u00b11%\uff09\u3002 \n \u91c7\u7528Sobol\u5168\u5c40\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u53ca\u5176\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u8d21\u732e\uff0c\u6307\u5bfc\u540e\u7eed\u5b9e\u9a8c\u548c\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n### 2. \u6570\u503c\u79ef\u5206\u4e0e\u63d2\u503c\u6280\u672f\n\n- **\u79ef\u5206\u65b9\u6cd5** \n \u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u8bef\u5dee<0.1%\uff0c\u5c24\u5176\u9488\u5bf9\u5409\u5e03\u65af\u81ea\u7531\u80fd\u79ef\u5206\u548c\u914d\u7f6e\u71b5\u79ef\u5206\u3002 \n \u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff0c\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff0c\u907f\u514d\u6570\u503c\u9707\u8361\u548c\u79ef\u5206\u4e0d\u8fde\u7eed\u3002\n\n- **\u63d2\u503c\u65b9\u6cd5** \n \u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u4fdd\u8bc1\u51fd\u6570\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u5e73\u6ed1\u8fde\u7eed\uff0c\u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u3002 \n \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u5206\u6bb5\u51fd\u6570\u53c2\u6570\u901a\u8fc7\u63d2\u503c\u5b9e\u73b0\u56fa\u6db2\u76f8\u533a\u7684\u5e73\u6ed1\u8fc7\u6e21\u3002\n\n---\n\n## \u4e8c\u3001\u591a\u7269\u7406\u573a\u6a21\u62df\u65b9\u6848\n\n### 1. \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\n\n- **\u76ee\u6807** \n \u901a\u8fc7\u539f\u5b50\u5c3a\u5ea6\u6a21\u62df\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u90e8\u7ed3\u6784\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\)\uff09\u3001\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8f85\u52a9\u914d\u7f6e\u71b5\u548c\u6bd4\u70ed\u5bb9\u6a21\u578b\u53c2\u6570\u7684\u7269\u7406\u4fee\u6b63\u3002 \n \u6a21\u62df\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u5fae\u89c2\u7ed3\u6784\uff08\u7f3a\u9677\u3001\u6676\u7c92\u5c3a\u5bf8\uff09\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\u3002\n\n- **\u6280\u672f\u7ec6\u8282** \n \u91c7\u7528\u5d4c\u5165\u5f0f\u539f\u5b50\u52bf\uff08EAM\uff09\u6216\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\uff08AIMD\uff09\u4fdd\u8bc1\u529b\u573a\u51c6\u786e\u6027\u3002 \n \u7edf\u8ba1\u8ba1\u7b97\u70ed\u5bb9\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u53ca\u5c40\u90e8\u65e0\u5e8f\u5ea6\uff0c\u8f93\u51fa\u6570\u636e\u7528\u4e8e\u4f18\u5316\u6a21\u578b\u53c2\u6570\u62df\u5408\u3002\n\n---\n\n### 2. \u6709\u9650\u5143\u591a\u573a\u8026\u5408\u6a21\u62df\n\n- **\u76ee\u6807** \n \u7ed3\u5408\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u5728\u5b9e\u9645\u5de5\u7a0b\u6761\u4ef6\u4e0b\u7684\u70ed\u4f20\u5bfc\u3001\u70ed\u81a8\u80c0\u53ca\u76f8\u53d8\u884c\u4e3a\uff0c\u9a8c\u8bc1\u6a21\u578b\u53c2\u6570\u7684\u5b8f\u89c2\u9002\u7528\u6027\u3002 \n \u8003\u8651\u70ed-\u529b\u8026\u5408\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u5fae\u89c2\u7ed3\u6784\u6f14\u5316\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53cd\u9988\u5f71\u54cd\u3002\n\n- **\u6280\u672f\u7ec6\u8282** \n \u91c7\u7528\u591a\u7269\u7406\u573a\u6709\u9650\u5143\u8f6f\u4ef6\uff08\u5982COMSOL Multiphysics\uff09\u5b9e\u73b0\u6e29\u5ea6\u573a\u3001\u5e94\u529b\u573a\u548c\u76f8\u573a\u8026\u5408\u3002 \n \u53c2\u6570\u8f93\u5165\u57fa\u4e8e\u62df\u5408\u5f97\u5230\u7684 \\(C_p(T), \\alpha_L(T), G(T)\\) \u7b49\u51fd\u6570\uff0c\u6a21\u62df\u7ed3\u679c\u4e0e\u5b9e\u9a8c\u6570\u636e\u5bf9\u6bd4\u9a8c\u8bc1\u3002\n\n---\n\n### 3. \u7edf\u8ba1\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790\n\n- **\u76ee\u6807** \n \u5229\u7528\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\u6784\u5efa\u591a\u7ef4\u53c2\u6570\u7a7a\u95f4\u7684\u54cd\u5e94\u9762\u6a21\u578b\uff08Surrogate Model\uff09\uff0c\u52a0\u901f\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u548c\u4f18\u5316\u3002 \n \u91c7\u7528\u673a\u5668\u5b66\u4e60\uff08\u5982\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\uff09\u5bf9\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb\u8fdb\u884c\u62df\u5408\uff0c\u8f85\u52a9\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002\n\n---\n\n## \u4e09\u3001\u65b9\u6848\u603b\u7ed3\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n| \u6b65\u9aa4 | \u65b9\u6cd5\u4e0e\u5de5\u5177 | \u76ee\u6807\u4e0e\u8f93\u51fa |\n|--------------------|-----------------------------------------|------------------------------------|\n| \u6570\u636e\u51c6\u5907 | \u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\uff0c\u7269\u7406\u7ea6\u675f\u8bbe\u5b9a | \u9ad8\u8d28\u91cf\u62df\u5408\u8f93\u5165\u6570\u636e |\n| \u53c2\u6570\u521d\u6b65\u62df\u5408 | \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5 | \u53c2\u6570\u521d\u503c\uff0c\u62df\u5408\u8d8b\u52bf |\n| \u5168\u5c40\u4f18\u5316 | \u9057\u4f20\u7b97\u6cd5 | \u5168\u5c40\u6700\u4f18\u53c2\u6570\u533a\u95f4 |\n| \u5c40\u90e8\u7cbe\u7ec6\u4f18\u5316 | \u62df\u725b\u987f\u6cd5 | \u7cbe\u786e\u62df\u5408\u53c2\u6570 |\n| \u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5904\u7406 | \u914d\u7f6e\u71b5\u6b8b\u5dee\u7edf\u8ba1\uff0c\u5fae\u89c2\u7ed3\u6784\u5173\u8054 | \u6570\u636e\u8d28\u91cf\u4fdd\u8bc1 |\n| \u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790 | \u8499\u7279\u5361\u6d1b\u6a21\u62df\uff0cSobol\u5206\u6790 | \u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u5173\u952e\u53c2\u6570\u8bc6\u522b |\n| \u6570\u503c\u79ef\u5206\u4e0e\u63d2\u503c | \u81ea\u9002\u5e94Simpson\u6cd5\uff0cGauss-Kronrod\uff0c\u4e09\u6b21\u6837\u6761 | \u9ad8\u7cbe\u5ea6\u79ef\u5206\u4e0e\u5149\u6ed1\u51fd\u6570 |\n| \u591a\u7269\u7406\u573a\u6a21\u62df | MD\u6a21\u62df\uff0c\u6709\u9650\u5143\u8026\u5408\u6a21\u62df | \u53c2\u6570\u7269\u7406\u673a\u5236\u9a8c\u8bc1\uff0c\u5b8f\u89c2\u6027\u80fd\u9884\u6d4b |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9 | \u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff0c\u795e\u7ecf\u7f51\u7edc | \u5feb\u901f\u9884\u6d4b\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316 |\n\n---\n\n\u901a\u8fc7\u4e0a\u8ff0\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\uff0c\u80fd\u591f\u7cfb\u7edf\u3001\u9ad8\u6548\u5730\u4ece\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u4e2d\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u786e\u4fdd\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u5e76\u4e3a\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u7684\u5de5\u7a0b\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u53ca\u4ee3\u7801\u6846\u67b6\u5efa\u8bae\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u8bc4\u4f30\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6cd5\u7684\u5408\u7406\u6027\u548c\u53ef\u884c\u6027\uff0c\u6307\u51fa\u53ef\u80fd\u5b58\u5728\u7684\u6280\u672f\u6311\u6218\u548c\u6539\u8fdb\u5efa\u8bae\u3002", + "ID": "Action4", + "ImportantInput": [ + "ActionResult:Action1" + ], + "Action_Result": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u51fa\u7684\u65b9\u6848\u603b\u4f53\u5408\u7406\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u7684\u591a\u5c42\u9762\u5b9e\u9a8c\u8bbe\u8ba1\u975e\u5e38\u5168\u9762\uff0c\u6709\u52a9\u4e8e\u7cbe\u51c6\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u3002\u4ee5\u4e0b\u662f\u6211\u7684\u4e24\u70b9\u5efa\u8bae\uff1a\n\n1. **\u6280\u672f\u6311\u6218\uff1a** \n\u9ad8\u6e29\u4e0b\u6db2\u6001\u91d1\u5c5e\u7684\u7ed3\u6784\u8868\u5f81\uff08\u5982HT-XRD\u3001\u540c\u6b65\u8f90\u5c04\u884d\u5c04\uff09\u5bf9\u8bbe\u5907\u7a33\u5b9a\u6027\u548c\u65f6\u95f4\u5206\u8fa8\u7387\u8981\u6c42\u6781\u9ad8\uff0c\u5c24\u5176\u662f\u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4\u6355\u6349\u5feb\u901f\u7ed3\u6784\u6f14\u53d8\uff0c\u53ef\u80fd\u5b58\u5728\u4fe1\u53f7\u566a\u58f0\u548c\u6570\u636e\u5904\u7406\u96be\u9898\u3002\u5efa\u8bae\u589e\u52a0\u591a\u6b21\u91cd\u590d\u6d4b\u91cf\u53ca\u4fe1\u53f7\u6ee4\u6ce2\u6280\u672f\uff0c\u63d0\u5347\u6570\u636e\u53ef\u9760\u6027\u3002\n\n2. **\u6539\u8fdb\u5efa\u8bae\uff1a** \n\u914d\u7f6e\u71b5\u7684\u95f4\u63a5\u63a8\u65ad\u4f9d\u8d56\u4e8e\u5f84\u5411\u5206\u5e03\u51fd\u6570\u548c\u6a21\u62df\u6570\u636e\u8026\u5408\uff0c\u5efa\u8bae\u7ed3\u5408\u539f\u4f4d\u9ad8\u6e29\u4e2d\u5b50\u6563\u5c04\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u5b9e\u9a8c\u4e0e\u8ba1\u7b97\u7684\u534f\u540c\u9a8c\u8bc1\uff0c\u964d\u4f4e\u6a21\u578b\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u63d0\u9ad8\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u7269\u7406\u51c6\u786e\u5ea6\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u8be5\u5b9e\u9a8c\u65b9\u6848\u4e3a\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u63d0\u53d6\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\uff0c\u9002\u5f53\u5173\u6ce8\u4e0a\u8ff0\u6311\u6218\u548c\u6539\u8fdb\u5c06\u63d0\u5347\u6700\u7ec8\u53c2\u6570\u7684\u7cbe\u5ea6\u548c\u53ef\u9760\u6027\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u5ba1\u67e5\u7269\u7406\u5b66\u5bb6\u5efa\u7acb\u7684\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u53ca\u5176\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u517c\u5bb9\u6027\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\u3002", + "ID": "Action5", + "ImportantInput": [ + "ActionResult:Action2" + ], + "Action_Result": "\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u7406\u8bba\u6a21\u578b\u6574\u4f53\u7269\u7406\u5408\u7406\uff0c\u4e14\u4e0e\u8ba1\u7b97\u6a21\u62df\u65b9\u6848\u9ad8\u5ea6\u517c\u5bb9\uff0c\u4f53\u73b0\u4e86\u70ed\u529b\u5b66\u4e0e\u7edf\u8ba1\u529b\u5b66\u57fa\u7840\uff0c\u6570\u503c\u79ef\u5206\u548c\u62df\u5408\u65b9\u6cd5\u4e25\u8c28\uff0c\u9002\u5408\u7cbe\u786e\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u3002\u4e3a\u8fdb\u4e00\u6b65\u4f18\u5316\uff0c\u5efa\u8bae\u5173\u6ce8\uff1a\n\n1. **\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u7269\u7406\u7ea6\u675f\u52a0\u5f3a**\uff1a\u5f53\u524d\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u5e73\u6ed1\u5904\u7406\uff0c\u5efa\u8bae\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7ed3\u679c\u660e\u786e\u6743\u91cd\u51fd\u6570\u7684\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\u8d8b\u52bf\uff0c\u51cf\u5c11\u8fc7\u5ea6\u62df\u5408\u98ce\u9669\uff0c\u63d0\u9ad8\u6a21\u578b\u7269\u7406\u4e00\u81f4\u6027\u3002\n\n2. **\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u7684\u76f8\u53d8\u533a\u95f4\u7ec6\u5316**\uff1a\u5206\u6bb5\u51fd\u6570\u867d\u4fdd\u8bc1\u5bfc\u6570\u8fde\u7eed\uff0c\u4f46\u76f8\u53d8\u533a\u95f4\u7684\u975e\u7ebf\u6027\u548c\u5fae\u89c2\u7ed3\u6784\u7a81\u53d8\u53ef\u80fd\u5bfc\u81f4\u6a21\u578b\u5c40\u90e8\u8bef\u5dee\u3002\u5efa\u8bae\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\uff08\u5982MD\u4e0e\u6709\u9650\u5143\u8026\u5408\uff09\u5bf9\u8be5\u533a\u95f4\u53c2\u6570\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\u548c\u52a8\u6001\u8c03\u6574\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u76f8\u53d8\u8fc7\u7a0b\u7684\u63cf\u8ff0\u7cbe\u5ea6\u3002\n\n\u4ee5\u4e0a\u4f18\u5316\u5c06\u589e\u5f3a\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u6df1\u5ea6\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u4fc3\u8fdb\u4e0e\u6a21\u62df\u65b9\u6848\u7684\u9ad8\u6548\u534f\u540c\u3002" + }, + { + "ActionType": "Critique", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u8bc4\u4ef7\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u7684\u9002\u7528\u6027\u548c\u51c6\u786e\u6027\uff0c\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u9645\u63d0\u51fa\u6539\u8fdb\u65b9\u5411\u3002", + "ID": "Action6", + "ImportantInput": [ + "ActionResult:Action3" + ], + "Action_Result": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u6570\u503c\u6a21\u62df\u65b9\u6848\u6574\u4f53\u8bbe\u8ba1\u4e25\u8c28\uff0c\u7ed3\u5408\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u4e0e\u591a\u7269\u7406\u573a\u6a21\u62df\uff0c\u80fd\u591f\u9ad8\u6548\u63d0\u53d6\u6db2\u6001\u91d1\u5c5e\u5173\u952e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u4e14\u5bf9\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u548c\u654f\u611f\u6027\u5206\u6790\u7684\u91cd\u89c6\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\u53ef\u9760\u6027\u548c\u7269\u7406\u5408\u7406\u6027\u3002\n\n\u7ed3\u5408\u5b9e\u9a8c\u5b9e\u9645\uff0c\u6211\u5efa\u8bae\u5173\u6ce8\u4ee5\u4e0b\u4e24\u70b9\u6539\u8fdb\u65b9\u5411\uff1a\n\n1. **\u5f02\u5e38\u70b9\u5904\u7406\u5e94\u66f4\u7d27\u5bc6\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u8868\u5f81**\uff1a\u5f02\u5e38\u6570\u636e\u7684\u81ea\u52a8\u68c0\u6d4b\u4e0e\u4fee\u6b63\u673a\u5236\u4e2d\uff0c\u5efa\u8bae\u8fdb\u4e00\u6b65\u5f3a\u5316\u4e0e\u5b9e\u9a8c\u4e2d\u5fae\u89c2\u7ed3\u6784\uff08\u7f3a\u9677\u3001\u6676\u7c92\u5206\u5e03\uff09\u5f02\u5e38\u4fe1\u606f\u7684\u5b9e\u65f6\u5173\u8054\uff0c\u907f\u514d\u5254\u9664\u6709\u7269\u7406\u610f\u4e49\u7684\u7279\u6b8a\u7ed3\u6784\u72b6\u6001\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u5229\u7528\u7387\u548c\u6a21\u578b\u7269\u7406\u89e3\u91ca\u529b\u3002\n\n2. **\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u5e94\u66f4\u76f4\u63a5\u53cd\u9988\u6a21\u578b\u53c2\u6570\u8c03\u6574**\uff1aMD\u548c\u6709\u9650\u5143\u6a21\u62df\u4ea7\u751f\u7684\u5c40\u90e8\u7ed3\u6784\u548c\u5b8f\u89c2\u6027\u80fd\u6570\u636e\uff0c\u5efa\u8bae\u5efa\u7acb\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u52a8\u6001\u8c03\u6574\u62df\u5408\u53c2\u6570\uff08\u5982\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u548c\u70ed\u81a8\u80c0\u5206\u6bb5\u53c2\u6570\uff09\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u66f4\u51c6\u786e\u53cd\u6620\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u72b6\u6001\u4e0b\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u3002\n\n\u603b\u4f53\u6765\u770b\uff0c\u8be5\u65b9\u6848\u9002\u7528\u6027\u5f3a\u3001\u6570\u503c\u7cbe\u5ea6\u9ad8\uff0c\u7ed3\u5408\u4e0a\u8ff0\u6539\u8fdb\u5c06\u66f4\u597d\u670d\u52a1\u4e8e\u5b9e\u9a8c\u6d4b\u5b9a\u548c\u5de5\u7a0b\u5e94\u7528\u9700\u6c42\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6", + "Description": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\uff0c\u6539\u8fdb\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\uff0c\u589e\u5f3a\u65b9\u6cd5\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002", + "ID": "Action7", + "ImportantInput": [ + "ActionResult:Action1", + "ActionResult:Action4", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5bf9\u4e4b\u524d\u63d0\u51fa\u7684\u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u91cd\u70b9\u52a0\u5f3a\u4e86\u9ad8\u6e29\u7ed3\u6784\u8868\u5f81\u7684\u6570\u636e\u53ef\u9760\u6027\u3001\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u7684\u7269\u7406\u7ea6\u675f\u3001\u70ed\u81a8\u80c0\u7cfb\u6570\u76f8\u53d8\u533a\u95f4\u7684\u7ec6\u5316\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u95ed\u73af\u53cd\u9988\uff0c\u4ee5\u53ca\u5f02\u5e38\u70b9\u5904\u7406\u4e0e\u5fae\u89c2\u7ed3\u6784\u7684\u7d27\u5bc6\u5173\u8054\uff0c\u63d0\u5347\u65b9\u6848\u7684\u51c6\u786e\u6027\u548c\u5b9e\u7528\u6027\u3002\n\n## Improved version of \u5b9e\u9a8c\u6d4b\u5b9a\u65b9\u6848\u4e0e\u65b9\u6cd5\u601d\u8def\n\n---\n\n### 1. \u6bd4\u70ed\u5bb9 \\(C_p(T)\\) \u7684\u5b9e\u9a8c\u6d4b\u5b9a\u4e0e\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u5206\u6790\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n \u91c7\u7528\u5dee\u793a\u626b\u63cf\u91cf\u70ed\u6cd5\uff08DSC\uff09\u548c\u6fc0\u5149\u95ea\u5149\u6cd5\u6d4b\u91cf\u6db2\u6001\u91d1\u5c5e\u5728\u4e0d\u540c\u6e29\u5ea6\u533a\u95f4\u7684\u6bd4\u70ed\u5bb9\uff0c\u8986\u76d6\u7194\u70b9\u9644\u8fd1\u53ca\u9ad8\u6e29\u6db2\u6001\u533a\u3002 \n \u591a\u6b21\u91cd\u590d\u6d4b\u91cf\uff0c\u7ed3\u5408\u4fe1\u53f7\u6ee4\u6ce2\u548c\u566a\u58f0\u6291\u5236\u6280\u672f\uff0c\u786e\u4fdd\u9ad8\u6e29\u533a\u57df\u6570\u636e\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002\n\n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n \u901a\u8fc7\u63a7\u5236\u5408\u91d1\u51b7\u5374\u901f\u7387\u548c\u70ed\u5904\u7406\uff0c\u5236\u5907\u4e0d\u540c\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u5bc6\u5ea6\u6837\u54c1\u3002 \n \u5229\u7528\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08TEM\uff09\u3001\u9ad8\u5206\u8fa8\u626b\u63cf\u7535\u5b50\u663e\u5fae\u955c\uff08HR-SEM\uff09\u53ca\u7535\u5b50\u80cc\u6563\u5c04\u884d\u5c04\uff08EBSD\uff09\u5b9a\u91cf\u7edf\u8ba1\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u3002 \n \u7ed3\u5408\u58f0\u5b50\u8c31\u6d4b\u91cf\uff08\u4e2d\u5b50\u6563\u5c04\u3001\u539f\u5b50\u529b\u663e\u5fae\u955c\u8c10\u632f\u9891\u7387\u5206\u6790\uff09\uff0c\u9a8c\u8bc1\u58f0\u5b50\u6001\u5bc6\u5ea6\u5bf9\u6bd4\u70ed\u5bb9\u7684\u8d21\u732e\uff0c\u8f85\u52a9\u4fee\u6b63\u6a21\u578b\u4e2d\u53c2\u6570\\(a_0, a_1, a_2\\)\u3002\n\n---\n\n### 2. \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u7684\u6d4b\u5b9a\u4e0e\u7ed3\u6784\u8026\u5408\u5206\u6790\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n \u91c7\u7528\u9ad8\u6e29X\u5c04\u7ebf\u884d\u5c04\uff08HT-XRD\uff09\u3001\u4e2d\u5b50\u884d\u5c04\u53ca\u540c\u6b65\u8f90\u5c04\u884d\u5c04\u6280\u672f\u6d4b\u91cf\u4e0d\u540c\u6e29\u5ea6\u4e0b\u6676\u683c\u5e38\u6570\u53d8\u5316\uff0c\u8ba1\u7b97\u7ebf\u81a8\u80c0\u7cfb\u6570\u3002 \n \u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff0c\u589e\u52a0\u6d4b\u91cf\u6b21\u6570\u5e76\u5e94\u7528\u4fe1\u53f7\u6ee4\u6ce2\uff0c\u6355\u6349\u5feb\u901f\u7ed3\u6784\u6f14\u53d8\uff0c\u63d0\u5347\u65f6\u95f4\u5206\u8fa8\u7387\u548c\u6570\u636e\u8d28\u91cf\u3002\n\n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n \u7ed3\u5408EBSD\u5206\u6790\u6676\u7c92\u53d6\u5411\u548c\u6676\u754c\u5bc6\u5ea6\u5bf9\u70ed\u81a8\u80c0\u7684\u5f71\u54cd\u3002 \n \u901a\u8fc7\u8c03\u63a7\u51b7\u5374\u8def\u5f84\uff0c\u8c03\u6574\u6676\u754c\u7f51\u7edc\u548c\u7f3a\u9677\u5206\u5e03\uff0c\u7814\u7a76\u5176\u5bf9\u70ed\u81a8\u80c0\u7cfb\u6570\u7684\u8c03\u5236\u4f5c\u7528\u3002 \n \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\uff08\u5206\u5b50\u52a8\u529b\u5b66\u4e0e\u6709\u9650\u5143\u8026\u5408\uff09\u5bf9\u76f8\u53d8\u533a\u95f4\u53c2\u6570\u8fdb\u884c\u654f\u611f\u6027\u5206\u6790\u548c\u52a8\u6001\u8c03\u6574\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u76f8\u53d8\u8fc7\u7a0b\u7684\u51c6\u786e\u63cf\u8ff0\u3002 \n \u5c06\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u578b\u4e2d\u5206\u6bb5\u51fd\u6570\u53c2\u6570\uff08\u5982\\(\\alpha_{L,s}, b_s, c_s\\)\u7b49\uff09\u5bf9\u5e94\uff0c\u8fdb\u884c\u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u3002\n\n---\n\n### 3. \u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u7684\u95f4\u63a5\u63a8\u65ad\u4e0e\u5fae\u89c2\u7ed3\u6784\u5173\u8054\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n \u901a\u8fc7\u9ad8\u6e29\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\) \u5229\u7528\u9ad8\u80fdX\u5c04\u7ebf\u548c\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u83b7\u5f97\u6db2\u6001\u91d1\u5c5e\u5c40\u90e8\u7ed3\u6784\u4fe1\u606f\u3002 \n \u7ed3\u5408\u540c\u6b65\u8f90\u5c04\u884d\u5c04\u6570\u636e\u63d0\u53d6\u6e29\u5ea6\u4f9d\u8d56\u7684\u77ed\u7a0b\u6709\u5e8f\u53c2\u6570\u3002 \n \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u5e76\u7ed3\u5408\u4fe1\u53f7\u5904\u7406\uff0c\u589e\u5f3a\u6570\u636e\u51c6\u786e\u6027\u3002\n\n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n \u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\uff0c\u660e\u786e\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u7684\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\u8d8b\u52bf\uff0c\u51cf\u5c11\u4e09\u6b21\u6837\u6761\u63d2\u503c\u7684\u8fc7\u62df\u5408\u98ce\u9669\u3002 \n \u6a21\u62df\u4e0d\u540c\u7f3a\u9677\u6d53\u5ea6\u548c\u6676\u7c92\u5c3a\u5bf8\u5bf9\u5c40\u90e8\u65e0\u5e8f\u5ea6\u7684\u5f71\u54cd\uff0c\u8f85\u52a9\u8c03\u6574\u6743\u91cd\u51fd\u6570\uff0c\u63d0\u5347\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n \u5f62\u6210\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u534f\u540c\u9a8c\u8bc1\u95ed\u73af\uff0c\u964d\u4f4e\u6743\u91cd\u51fd\u6570\u4e0d\u786e\u5b9a\u6027\u3002\n\n---\n\n### 4. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\) \u7684\u7efc\u5408\u6d4b\u5b9a\u4e0e\u5fae\u89c2\u7ed3\u6784\u8026\u5408\n\n- **\u5b9e\u9a8c\u65b9\u6cd5**\uff1a \n \u7ed3\u5408\u70ed\u5206\u6790\uff08DSC\uff09\u6d4b\u5b9a\u7194\u5316\u6f5c\u70ed \\(\\Delta H_f\\) \u548c\u7194\u70b9 \\(T_m\\)\uff0c\u786e\u5b9a\u53c2\u8003\u6001\u7113\u548c\u71b5\u3002 \n \u5229\u7528\u9ad8\u6e29\u70ed\u673a\u68b0\u5206\u6790\uff08TMA\uff09\u548c\u70ed\u81a8\u80c0\u5b9e\u9a8c\u6570\u636e\uff0c\u7ed3\u5408\u79ef\u5206\u8ba1\u7b97\u5409\u5e03\u65af\u81ea\u7531\u80fd\u66f2\u7ebf\u3002 \n \u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u53ca\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5904\u7406\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002\n\n- **\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd**\uff1a \n \u901a\u8fc7\u7cfb\u7edf\u5b9e\u9a8c\u7814\u7a76\u6676\u7c92\u5c3a\u5bf8\u548c\u7f3a\u9677\u6d53\u5ea6\u5bf9\u7194\u70b9\u548c\u6f5c\u70ed\u7684\u5f71\u54cd\uff0c\u5b9a\u91cf\u4fee\u6b63\u6a21\u578b\u53c2\u8003\u72b6\u6001\u53c2\u6570\u3002 \n \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u52a8\u6001\u53cd\u9988\uff0c\u7ec6\u5316\u76f8\u53d8\u533a\u95f4\u53c2\u6570\uff0c\u63d0\u5347\u81ea\u7531\u80fd\u6a21\u578b\u5bf9\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002\n\n---\n\n### 5. \u7efc\u5408\u5fae\u89c2\u7ed3\u6784\u8868\u5f81\u4e0e\u53c2\u6570\u62df\u5408\u7b56\u7565\n\n- **\u591a\u5c3a\u5ea6\u8868\u5f81**\uff1a \n \u7ed3\u5408TEM\u3001EBSD\u3001XRD\u3001\u4e2d\u5b50\u6563\u5c04\u7b49\u591a\u79cd\u8868\u5f81\u624b\u6bb5\uff0c\u83b7\u5f97\u5fae\u89c2\u7ed3\u6784\u5168\u666f\u4fe1\u606f\u3002 \n \u5229\u7528\u56fe\u50cf\u5206\u6790\u8f6f\u4ef6\u5b9a\u91cf\u7edf\u8ba1\u6676\u7c92\u548c\u7f3a\u9677\u53c2\u6570\uff0c\u5efa\u7acb\u5fae\u89c2\u7ed3\u6784-\u70ed\u529b\u5b66\u53c2\u6570\u5173\u8054\u6570\u636e\u5e93\u3002 \n \u5f02\u5e38\u70b9\u81ea\u52a8\u68c0\u6d4b\u673a\u5236\u7d27\u5bc6\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\uff08\u5982\u5f02\u5e38\u7f3a\u9677\u5bc6\u5ea6\u3001\u7279\u6b8a\u6676\u7c92\u72b6\u6001\uff09\uff0c\u4f18\u5148\u5c1d\u8bd5\u7269\u7406\u4fee\u6b63\uff0c\u907f\u514d\u76f2\u76ee\u5254\u9664\u5177\u6709\u7269\u7406\u610f\u4e49\u7684\u6570\u636e\u3002\n\n- **\u53c2\u6570\u62df\u5408\u4e0e\u5f02\u5e38\u70b9\u5904\u7406**\uff1a \n \u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u548c\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u62df\u5408\u53c2\u6570\u517c\u987e\u5168\u5c40\u548c\u5c40\u90e8\u6700\u4f18\u3002 \n \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\u8bc4\u4f30\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u7f6e\u4fe1\u533a\u95f4\u548c\u654f\u611f\u5ea6\u3002 \n \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\u6570\u636e\u7684\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u52a8\u6001\u8c03\u6574\u62df\u5408\u53c2\u6570\uff08\u5982\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u548c\u70ed\u81a8\u80c0\u5206\u6bb5\u53c2\u6570\uff09\uff0c\u786e\u4fdd\u6a21\u578b\u51c6\u786e\u53cd\u6620\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u72b6\u6001\u4e0b\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u3002\n\n---\n\n### \u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u6539\u8fdb\u65b9\u6848\uff0c\u7ed3\u5408\u9ad8\u7cbe\u5ea6\u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u4e0e\u4fe1\u53f7\u5904\u7406\u6280\u672f\uff0c\u5f3a\u5316\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u7684\u7269\u7406\u7ea6\u675f\uff0c\u7ec6\u5316\u70ed\u81a8\u80c0\u7cfb\u6570\u76f8\u53d8\u533a\u95f4\u53c2\u6570\uff0c\u7d27\u5bc6\u5173\u8054\u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5fae\u89c2\u7ed3\u6784\u8868\u5f81\uff0c\u5e76\u5b9e\u73b0\u5b9e\u9a8c\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\u7684\u95ed\u73af\u53cd\u9988\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u6d4b\u5b9a\u51c6\u786e\u6027\u548c\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3002\u8be5\u65b9\u6848\u9002\u5408\u652f\u6491\u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u7684\u9ad8\u7cbe\u5ea6\u53c2\u6570\u63d0\u53d6\uff0c\u6ee1\u8db3\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u7684\u9700\u6c42\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u5b9e\u9a8c\u88c5\u7f6e\u53c2\u6570\u3001\u6837\u54c1\u5236\u5907\u6d41\u7a0b\u53ca\u6570\u636e\u5904\u7406\u6d41\u7a0b\u7684\u8be6\u7ec6\u65b9\u6848\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u7269\u7406\u5b66\u5bb6", + "Description": "\u57fa\u4e8e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\uff0c\u5b8c\u5584\u7406\u8bba\u6a21\u578b\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u6027\u3002", + "ID": "Action8", + "ImportantInput": [ + "ActionResult:Action2", + "ActionResult:Action4", + "ActionResult:Action5" + ], + "Action_Result": "\u7ed3\u5408\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u548c\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u7684\u53cd\u9988\u610f\u89c1\uff0c\u6211\u5c06\u4ece\u7406\u8bba\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u3001\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u53ca\u591a\u5c3a\u5ea6\u53cd\u9988\u51e0\u4e2a\u65b9\u9762\u8fdb\u884c\u5b8c\u5584\uff0c\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u6027\uff0c\u786e\u4fdd\u5176\u80fd\u591f\u66f4\u51c6\u786e\u5730\u53cd\u6620\u6db2\u6001\u91d1\u5c5e\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u53ca\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u3002\n\n## Improved version of \u7406\u8bba\u5efa\u6a21\u6846\u67b6\u4e0e\u6a21\u578b\u5b8c\u5584\n\n---\n\n### 1. \u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T)\\) \u6a21\u578b\u5b8c\u5584\n\n\\[\nG(T) = H_{ref} + \\int_{T_{ref}}^{T} C_p(T') dT' - T \\left[ S_{ref} + \\int_{T_{ref}}^{T} \\frac{C_p(T')}{T'} dT' + S_{conf}(T) \\right]\n\\]\n\n- **\u53c2\u8003\u6001\u53c2\u6570\u52a8\u6001\u4fee\u6b63**\uff1a \n \u4f20\u7edf\u6a21\u578b\u4e2d \\(H_{ref}, S_{ref}\\) \u56fa\u5b9a\u4e8e\u7194\u70b9\u9644\u8fd1\u7531\u5b9e\u9a8c\u786e\u5b9a\uff0c\u73b0\u5f15\u5165\u5fae\u89c2\u7ed3\u6784\u4f9d\u8d56\u51fd\u6570 \\(f_{micro}(X)\\)\uff0c\u5176\u4e2d \\(X\\) \u8868\u793a\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\uff0c\u52a8\u6001\u4fee\u6b63\u53c2\u8003\u6001\u7113\u548c\u71b5\uff1a \n \\[\n H_{ref} = H_{ref}^0 + \\Delta H_{micro}(X), \\quad S_{ref} = S_{ref}^0 + \\Delta S_{micro}(X)\n \\] \n \u901a\u8fc7\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5b9e\u9a8c\u6570\u636e\u62df\u5408\u83b7\u5f97 \\(\\Delta H_{micro}, \\Delta S_{micro}\\) \u7684\u51fd\u6570\u5f62\u5f0f\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\u7684\u54cd\u5e94\u80fd\u529b\u3002\n\n- **\u76f8\u53d8\u533a\u95f4\u79ef\u5206\u7ec6\u5316**\uff1a \n \u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4 \\(T_m \\pm 2^\\circ C\\) \u91c7\u7528\u81ea\u9002\u5e94\u79ef\u5206\u6b65\u957f\uff08\u6700\u5c0f0.1\u2103\uff09\uff0c\u7ed3\u5408\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570 \\(\\Delta H_f(T)\\) \u5e73\u6ed1\u5904\u7406\u6f5c\u70ed\u8d21\u732e\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002\n\n---\n\n### 2. \u6bd4\u70ed\u5bb9 \\(C_p(T)\\) \u6a21\u578b\u589e\u5f3a\n\n\\[\nC_p(T) = a_0 + a_1 T + a_2 T^2 + \\delta C_{micro}(T, X)\n\\]\n\n- **\u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879 \\(\\delta C_{micro}(T, X)\\)**\uff1a \n \u5f15\u5165\u5fae\u89c2\u7ed3\u6784\u4f9d\u8d56\u4fee\u6b63\u9879\uff0c\u53cd\u6620\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u7b49\u5bf9\u58f0\u5b50\u6001\u5bc6\u5ea6\u548c\u7535\u5b50\u6fc0\u53d1\u7684\u5f71\u54cd\u3002\u8be5\u9879\u901a\u8fc7\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u62df\u7ed3\u679c\u62df\u5408\u5f97\u5230\uff0c\u4fdd\u8bc1\u7269\u7406\u5408\u7406\u6027\u3002 \n- **\u9ad8\u6e29\u4fee\u6b63\u4e0e\u6a21\u578b\u8026\u5408**\uff1a \n \u7ed3\u5408\u58f0\u5b50\u8c31\u5bc6\u5ea6\u4e0e\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u578b\uff0c\u4fee\u6b63\u4e8c\u6b21\u591a\u9879\u5f0f\u5728\u9ad8\u6e29\u6db2\u6001\u533a\u7684\u504f\u5dee\uff0c\u63d0\u5347\u6bd4\u70ed\u5bb9\u9884\u6d4b\u7cbe\u5ea6\u3002\n\n---\n\n### 3. \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T)\\) \u6a21\u578b\u7ec6\u5316\n\n\\[\n\\alpha_L(T) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1} + \\delta \\alpha_{micro,s}(X,T), & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1} + \\delta \\alpha_{micro,l}(X,T), & T > T_m\n\\end{cases}\n\\]\n\n- **\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u4fee\u6b63 \\(\\delta \\alpha_{micro}(X,T)\\)**\uff1a \n \u5f15\u5165\u5fae\u89c2\u7ed3\u6784\u76f8\u5173\u4fee\u6b63\u9879\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u548c\u6709\u9650\u5143\u591a\u573a\u8026\u5408\u6a21\u62df\u7ed3\u679c\uff0c\u53cd\u6620\u6676\u754c\u3001\u7f3a\u9677\u53ca\u7ed3\u6784\u6f14\u53d8\u5bf9\u70ed\u81a8\u80c0\u7684\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5728\u76f8\u53d8\u533a\u95f4\u52a8\u6001\u8c03\u6574\u6a21\u578b\u53c2\u6570\u3002 \n- **\u5bfc\u6570\u8fde\u7eed\u6027\u4e0e\u5e73\u6ed1\u6027\u4fdd\u8bc1**\uff1a \n \u901a\u8fc7\u6570\u503c\u4f18\u5316\u786e\u4fdd\u51fd\u6570\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u5728\u76f8\u53d8\u70b9\u5904\u5e73\u6ed1\u8fc7\u6e21\uff0c\u907f\u514d\u5c40\u90e8\u6570\u503c\u4e0d\u7a33\u5b9a\u3002\n\n---\n\n### 4. \u914d\u7f6e\u71b5 \\(S_{conf}(T)\\) \u6a21\u578b\u5f3a\u5316\n\n\\[\nS_{conf}(T) = \\int_{T_0}^T w(T', X) S_{vib}(T') dT'\n\\]\n\n- **\u6743\u91cd\u51fd\u6570 \\(w(T, X)\\) \u7269\u7406\u7ea6\u675f\u5f3a\u5316**\uff1a \n \u6743\u91cd\u51fd\u6570\u4f9d\u8d56\u6e29\u5ea6\u548c\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\uff0c\u7ed3\u5408\u9ad8\u6e29\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u548c\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7ed3\u679c\uff0c\u660e\u786e\u5176\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u8d8b\u52bf\uff0c\u51cf\u5c11\u4e09\u6b21\u6837\u6761\u63d2\u503c\u7684\u8fc7\u62df\u5408\u98ce\u9669\u3002 \n- **\u5fae\u89c2\u7ed3\u6784\u52a8\u6001\u53cd\u9988**\uff1a \n \u901a\u8fc7MD\u6a21\u62df\u5f97\u5230\u4e0d\u540c\u7f3a\u9677\u6d53\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u5bf9\u5c40\u90e8\u65e0\u5e8f\u5ea6\u7684\u5f71\u54cd\uff0c\u52a8\u6001\u8c03\u6574\u6743\u91cd\u51fd\u6570\uff0c\u63d0\u5347\u914d\u7f6e\u71b5\u6a21\u578b\u7684\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002 \n- **\u6570\u636e\u878d\u5408\u4e0e\u5e73\u6ed1\u5904\u7406**\uff1a \n \u7ed3\u5408\u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\uff0c\u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\u5b9e\u73b0\u5e73\u6ed1\u4e14\u7269\u7406\u5408\u7406\u7684\u6743\u91cd\u51fd\u6570\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\n\n---\n\n### 5. \u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\u7b56\u7565\u4f18\u5316\n\n- **\u79ef\u5206\u65b9\u6cd5**\uff1a \n \u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u786e\u4fdd\u79ef\u5206\u8bef\u5dee<0.1%\uff0c\u5c24\u5176\u9488\u5bf9\u7194\u70b9\u76f8\u53d8\u533a\u95f4\u7ec6\u5316\u79ef\u5206\u3002 \n- **\u53c2\u6570\u62df\u5408\u6d41\u7a0b**\uff1a \n \u7ed3\u5408\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u548c\u62df\u725b\u987f\u6cd5\uff0c\u786e\u4fdd\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u3002 \n- **\u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5fae\u89c2\u7ed3\u6784\u5173\u8054**\uff1a \n \u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\uff08\u5982\u7f3a\u9677\u5bc6\u5ea6\u5f02\u5e38\u3001\u7279\u6b8a\u6676\u7c92\u72b6\u6001\uff09\u4f18\u5148\u8fdb\u884c\u7269\u7406\u4fee\u6b63\uff0c\u907f\u514d\u76f2\u76ee\u5254\u9664\uff0c\u63d0\u5347\u6570\u636e\u5229\u7528\u7387\u53ca\u6a21\u578b\u89e3\u91ca\u529b\u3002 \n- **\u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790**\uff1a \n \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\u548cSobol\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc4\u4f30\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff08\u76ee\u6807\u00b11%\uff09\u53ca\u5173\u952e\u53c2\u6570\uff0c\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u6539\u8fdb\u3002\n\n---\n\n### 6. \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u95ed\u73af\u53cd\u9988\u673a\u5236\n\n- **\u95ed\u73af\u53cd\u9988\u8bbe\u8ba1**\uff1a \n \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u5206\u5b50\u52a8\u529b\u5b66\u3001\u6709\u9650\u5143\u591a\u7269\u7406\u573a\u6a21\u62df\u7ed3\u679c\u7684\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u53c2\u6570\u52a8\u6001\u8c03\u6574\u548c\u6a21\u578b\u81ea\u9002\u5e94\u4f18\u5316\u3002 \n- **\u6a21\u62df\u8f85\u52a9\u53c2\u6570\u4fee\u6b63**\uff1a \n \u5229\u7528MD\u6a21\u62df\u8f93\u51fa\u7684\u7ed3\u6784\u4fe1\u606f\uff08\u5982\u5f84\u5411\u5206\u5e03\u51fd\u6570\u3001\u58f0\u5b50\u8c31\u3001\u7535\u5b50\u6001\u5bc6\u5ea6\uff09\u8f85\u52a9\u4fee\u6b63\u6bd4\u70ed\u5bb9\u548c\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u3002 \n \u7ed3\u5408\u6709\u9650\u5143\u8026\u5408\u6a21\u62df\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u7684\u76f8\u53d8\u533a\u95f4\u53c2\u6570\uff0c\u63d0\u9ad8\u6a21\u578b\u5bf9\u590d\u6742\u70ed\u529b\u5b66\u884c\u4e3a\u7684\u6355\u6349\u80fd\u529b\u3002 \n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9**\uff1a \n \u91c7\u7528\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u6216\u795e\u7ecf\u7f51\u7edc\u6784\u5efa\u54cd\u5e94\u9762\u6a21\u578b\uff0c\u52a0\u901f\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u4f18\u5316\u3002\n\n---\n\n## \u603b\u7ed3\n\n\u901a\u8fc7\u4e0a\u8ff0\u6a21\u578b\u5b8c\u5584\uff0c\u5b9e\u73b0\u4e86\u4ece\u5fae\u89c2\u7ed3\u6784\u5230\u5b8f\u89c2\u70ed\u529b\u5b66\u6027\u8d28\u7684\u591a\u5c3a\u5ea6\u8026\u5408\uff0c\u5f3a\u5316\u4e86\u7269\u7406\u7ea6\u675f\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u5bf9\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9884\u6d4b\u80fd\u529b\u548c\u9002\u7528\u6027\u3002\u8be5\u6846\u67b6\u4e0d\u4ec5\u9002\u5408\u4e0e\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\uff0c\u4e5f\u517c\u5bb9\u591a\u7269\u7406\u573a\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790\uff0c\u80fd\u591f\u4e3a\u6db2\u6001\u91d1\u5c5e\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u63d0\u4f9b\u575a\u5b9e\u7406\u8bba\u57fa\u7840\u548c\u9ad8\u8d28\u91cf\u53c2\u6570\u652f\u6301\u3002\n\n\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u6a21\u578b\u5b9e\u73b0\u7ec6\u8282\u3001\u6570\u503c\u7b97\u6cd5\u65b9\u6848\u53ca\u4ee3\u7801\u6846\u67b6\u5efa\u8bae\u3002" + }, + { + "ActionType": "Improve", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u9488\u5bf9\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u7684\u5efa\u8bae\uff0c\u4f18\u5316\u6570\u503c\u6a21\u62df\u65b9\u6848\uff0c\u63d0\u5347\u6a21\u62df\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002", + "ID": "Action9", + "ImportantInput": [ + "ActionResult:Action3", + "ActionResult:Action5", + "ActionResult:Action6" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u548c\u7269\u7406\u5b66\u5bb6\u63d0\u51fa\u7684\u5efa\u8bae\uff0c\u6211\u5bf9\u539f\u6709\u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u91cd\u70b9\u63d0\u5347\u4e86\u53c2\u6570\u62df\u5408\u7684\u7269\u7406\u7ea6\u675f\u3001\u5f02\u5e38\u70b9\u5904\u7406\u7684\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u7684\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u4ee5\u53ca\u6570\u503c\u79ef\u5206\u548c\u63d2\u503c\u7684\u7a33\u5b9a\u6027\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u6a21\u62df\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002\u4ee5\u4e0b\u4e3a\u5b8c\u5584\u540e\u7684\u65b9\u6848\u3002\n\n---\n\n## Improved version of \u6570\u503c\u8ba1\u7b97\u4e0e\u6a21\u62df\u65b9\u6848\n\n---\n\n### \u4e00\u3001\u53c2\u6570\u62df\u5408\u6d41\u7a0b\u4f18\u5316\n\n#### 1. \u8f93\u5165\u6570\u636e\u51c6\u5907\u4e0e\u7269\u7406\u7ea6\u675f\u5f3a\u5316\n\n- \u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u63d0\u4f9b\u7684\u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u6570\u636e\uff0c\u91c7\u7528\u4fe1\u53f7\u6ee4\u6ce2\u548c\u566a\u58f0\u6291\u5236\u6280\u672f\u63d0\u5347\u6570\u636e\u8d28\u91cf\u3002 \n- \u7ed3\u5408\u7269\u7406\u5b66\u5bb6\u5b8c\u5584\u7684\u7406\u8bba\u6a21\u578b\uff0c\u660e\u786e\u62df\u5408\u53c2\u6570\u7684\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u5fae\u89c2\u7ed3\u6784\u4f9d\u8d56\uff0c\u907f\u514d\u65e0\u7269\u7406\u610f\u4e49\u7684\u53c2\u6570\u6f02\u79fb\u3002 \n- \u5f15\u5165\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\uff08\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\uff09\u4f5c\u4e3a\u62df\u5408\u7684\u534f\u53d8\u91cf\uff0c\u5b9e\u73b0\u53c2\u6570\u4f9d\u8d56\u6027\u7684\u7269\u7406\u7ea6\u675f\u3002\n\n#### 2. \u591a\u9636\u6bb5\u62df\u5408\u7b56\u7565\n\n- **\u521d\u6b65\u62df\u5408**\uff1a\u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff08WLS\uff09\uff0c\u6743\u91cd\u4f9d\u636e\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u548c\u7269\u7406\u91cd\u8981\u6027\u52a8\u6001\u8c03\u6574\u3002 \n- **\u5168\u5c40\u4f18\u5316**\uff1a\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\uff08GA\uff09\u8fdb\u884c\u5168\u5c40\u641c\u7d22\uff0c\u786e\u4fdd\u5bf9\u591a\u5cf0\u590d\u6742\u53c2\u6570\u7a7a\u95f4\u7684\u5145\u5206\u63a2\u7d22\uff0c\u907f\u514d\u5c40\u90e8\u6781\u5c0f\u503c\u9677\u9631\u3002 \n- **\u5c40\u90e8\u7cbe\u7ec6\u4f18\u5316**\uff1a\u91c7\u7528\u62df\u725b\u987f\u6cd5\uff08\u5982BFGS\uff09\u5bf9\u9057\u4f20\u7b97\u6cd5\u8f93\u51fa\u53c2\u6570\u8fdb\u884c\u9ad8\u6548\u7cbe\u7ec6\u8c03\u6574\uff0c\u63d0\u5347\u62df\u5408\u7cbe\u5ea6\u548c\u6536\u655b\u901f\u5ea6\u3002\n\n#### 3. \u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u5904\u7406\n\n- \u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\uff0c\u8ba1\u7b97\u6b8b\u5dee\u6807\u51c6\u5dee\uff0c\u91c7\u75283\u500d\u6807\u51c6\u5dee\u9608\u503c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u70b9\u3002 \n- \u5f02\u5e38\u70b9\u4f18\u5148\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\u4fe1\u606f\uff08\u5982\u5f02\u5e38\u7f3a\u9677\u5bc6\u5ea6\u3001\u7279\u6b8a\u6676\u7c92\u72b6\u6001\uff09\u8fdb\u884c\u7269\u7406\u4fee\u6b63\uff0c\u907f\u514d\u76f2\u76ee\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u7684\u7269\u7406\u5b8c\u6574\u6027\u548c\u6a21\u578b\u89e3\u91ca\u529b\u3002 \n- \u4fee\u6b63\u5931\u8d25\u7684\u5f02\u5e38\u70b9\u624d\u4e88\u4ee5\u5254\u9664\uff0c\u786e\u4fdd\u62df\u5408\u6570\u636e\u8d28\u91cf\u548c\u6a21\u578b\u7a33\u5b9a\u6027\u3002\n\n#### 4. \u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790\n\n- \u5229\u7528\u8499\u7279\u5361\u6d1b\u6a21\u62df\uff08MCMC\uff09\u91c7\u6837\uff0c\u83b7\u5f97\u53c2\u6570\u7684\u6982\u7387\u5206\u5e03\u548c\u7f6e\u4fe1\u533a\u95f4\uff0c\u76ee\u6807\u63a7\u5236\u5728\u00b11%\u3002 \n- \u91c7\u7528Sobol\u5168\u5c40\u654f\u611f\u6027\u5206\u6790\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u53ca\u5176\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u8d21\u732e\uff0c\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u4f18\u5316\u65b9\u5411\u3002\n\n---\n\n### \u4e8c\u3001\u6570\u503c\u79ef\u5206\u4e0e\u63d2\u503c\u6280\u672f\u6539\u8fdb\n\n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u786e\u4fdd\u79ef\u5206\u8bef\u5dee<0.1%\u3002 \n- \u5728\u7194\u70b9\u76f8\u53d8\u533a\u95f4\uff0c\u7ec6\u5316\u79ef\u5206\u6b65\u957f\u81f30.1\u2103\uff0c\u5e76\u7ed3\u5408\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u6f5c\u70ed\u8d21\u732e\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570 \\(w(T)\\) \u91c7\u7528\u4e09\u6b21\u6837\u6761\u63d2\u503c\uff0c\u7ed3\u5408\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u7ed3\u679c\uff0c\u660e\u786e\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\u8d8b\u52bf\uff0c\u51cf\u5c11\u8fc7\u62df\u5408\u98ce\u9669\uff0c\u4fdd\u8bc1\u51fd\u6570\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u7684\u5e73\u6ed1\u8fde\u7eed\u3002 \n- \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u7684\u5206\u6bb5\u51fd\u6570\u53c2\u6570\u901a\u8fc7\u63d2\u503c\u5b9e\u73b0\u56fa\u6db2\u76f8\u533a\u5e73\u6ed1\u8fc7\u6e21\uff0c\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u52a8\u6001\u8c03\u6574\u76f8\u53d8\u533a\u95f4\u7684\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u975e\u7ebf\u6027\u76f8\u53d8\u8fc7\u7a0b\u7684\u63cf\u8ff0\u7cbe\u5ea6\u3002\n\n---\n\n### \u4e09\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u65b9\u6848\u5f3a\u5316\n\n#### 1. \u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\n\n- \u91c7\u7528\u9ad8\u7cbe\u5ea6\u5d4c\u5165\u5f0f\u539f\u5b50\u52bf\uff08EAM\uff09\u6216\u7b2c\u4e00\u6027\u539f\u7406\u5206\u5b50\u52a8\u529b\u5b66\uff08AIMD\uff09\uff0c\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u7684\u5c40\u90e8\u7ed3\u6784\uff08\u5f84\u5411\u5206\u5e03\u51fd\u6570 \\(g(r,T)\\)\uff09\u3001\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u3002 \n- \u6a21\u62df\u4e0d\u540c\u6e29\u5ea6\u3001\u538b\u529b\u53ca\u5fae\u89c2\u7ed3\u6784\uff08\u7f3a\u9677\u3001\u6676\u7c92\u5c3a\u5bf8\uff09\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u5f71\u54cd\uff0c\u8f85\u52a9\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u548c\u6bd4\u70ed\u5bb9\u6a21\u578b\u7684\u7269\u7406\u4fee\u6b63\u3002 \n- \u8f93\u51fa\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u4fe1\u606f\uff0c\u4f5c\u4e3a\u62df\u5408\u53c2\u6570\u7684\u52a8\u6001\u8c03\u6574\u4f9d\u636e\u3002\n\n#### 2. \u6709\u9650\u5143\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\n\n- \u7ed3\u5408\u62df\u5408\u5f97\u5230\u7684\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6a21\u62df\u6db2\u6001\u91d1\u5c5e\u5728\u5b9e\u9645\u5de5\u7a0b\u6761\u4ef6\u4e0b\u7684\u70ed\u4f20\u5bfc\u3001\u70ed\u81a8\u80c0\u548c\u76f8\u53d8\u884c\u4e3a\u3002 \n- \u8003\u8651\u70ed-\u529b\u8026\u5408\u3001\u76f8\u53d8\u52a8\u529b\u5b66\u53ca\u5fae\u89c2\u7ed3\u6784\u6f14\u5316\u5bf9\u70ed\u529b\u5b66\u53c2\u6570\u7684\u53cd\u9988\u5f71\u54cd\uff0c\u5b9e\u73b0\u6a21\u578b\u7684\u5b8f\u89c2\u9a8c\u8bc1\u3002 \n- \u5229\u7528\u591a\u7269\u7406\u573a\u6a21\u62df\u7ed3\u679c\u52a8\u6001\u8c03\u6574\u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\u7684\u76f8\u53d8\u533a\u95f4\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7684\u7269\u7406\u51c6\u786e\u6027\u3002\n\n#### 3. \u7edf\u8ba1\u4e0e\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790\n\n- \u6784\u5efa\u591a\u7ef4\u53c2\u6570\u7a7a\u95f4\u7684\u54cd\u5e94\u9762\u6a21\u578b\uff08Surrogate Model\uff09\uff0c\u52a0\u901f\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u548c\u4f18\u5316\u3002 \n- \u91c7\u7528\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u3001\u795e\u7ecf\u7f51\u7edc\u7b49\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u62df\u5408\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb\uff0c\u8f85\u52a9\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\u3002 \n- \u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u7684\u95ed\u73af\u53cd\u9988\uff0c\u52a8\u6001\u8c03\u6574\u62df\u5408\u53c2\u6570\uff0c\u63d0\u5347\u6a21\u578b\u81ea\u9002\u5e94\u80fd\u529b\u3002\n\n---\n\n### \u56db\u3001\u95ed\u73af\u53cd\u9988\u673a\u5236\u8bbe\u8ba1\n\n- \u5efa\u7acb\u5b9e\u9a8c\u6570\u636e\u4e0e\u591a\u5c3a\u5ea6\u6a21\u62df\uff08MD\u548c\u6709\u9650\u5143\u8026\u5408\uff09\u95f4\u7684\u95ed\u73af\u53cd\u9988\u673a\u5236\uff0c\u5b9e\u73b0\u53c2\u6570\u7684\u52a8\u6001\u66f4\u65b0\u548c\u6a21\u578b\u81ea\u9002\u5e94\u4f18\u5316\u3002 \n- \u5229\u7528\u6a21\u62df\u7ed3\u679c\u8f85\u52a9\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u7684\u7269\u7406\u6839\u6e90\uff0c\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u6570\u636e\u5904\u7406\u3002 \n- \u52a8\u6001\u8c03\u6574\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u548c\u70ed\u81a8\u80c0\u5206\u6bb5\u53c2\u6570\uff0c\u786e\u4fdd\u6a21\u578b\u51c6\u786e\u53cd\u6620\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u72b6\u6001\u4e0b\u7684\u70ed\u529b\u5b66\u884c\u4e3a\u3002 \n- \u7ed3\u5408\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u7ed3\u679c\uff0c\u4f18\u5316\u5b9e\u9a8c\u65b9\u6848\u548c\u6570\u503c\u6a21\u62df\u6548\u7387\u3002\n\n---\n\n### \u4e94\u3001\u65b9\u6848\u603b\u7ed3\u4e0e\u5b9e\u65bd\u5efa\u8bae\n\n| \u6b65\u9aa4 | \u65b9\u6cd5\u4e0e\u5de5\u5177 | \u76ee\u6807\u4e0e\u8f93\u51fa |\n|--------------------|-----------------------------------------|------------------------------------|\n| \u6570\u636e\u51c6\u5907 | \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\uff0c\u4fe1\u53f7\u6ee4\u6ce2\uff0c\u7269\u7406\u7ea6\u675f\u8bbe\u5b9a | \u9ad8\u8d28\u91cf\u62df\u5408\u8f93\u5165\u6570\u636e |\n| \u53c2\u6570\u521d\u6b65\u62df\u5408 | \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5 | \u53c2\u6570\u521d\u503c\uff0c\u62df\u5408\u8d8b\u52bf |\n| \u5168\u5c40\u4f18\u5316 | \u9057\u4f20\u7b97\u6cd5 | \u5168\u5c40\u6700\u4f18\u53c2\u6570\u533a\u95f4 |\n| \u5c40\u90e8\u7cbe\u7ec6\u4f18\u5316 | \u62df\u725b\u987f\u6cd5 | \u7cbe\u786e\u62df\u5408\u53c2\u6570 |\n| \u5f02\u5e38\u70b9\u68c0\u6d4b\u4e0e\u5904\u7406 | \u914d\u7f6e\u71b5\u6b8b\u5dee\u7edf\u8ba1\uff0c\u5fae\u89c2\u7ed3\u6784\u8026\u5408\u4fee\u6b63 | \u6570\u636e\u8d28\u91cf\u4fdd\u8bc1\uff0c\u7269\u7406\u5f02\u5e38\u70b9\u4fdd\u7559 |\n| \u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790 | \u8499\u7279\u5361\u6d1b\u6a21\u62df\uff0cSobol\u5206\u6790 | \u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\uff0c\u5173\u952e\u53c2\u6570\u8bc6\u522b |\n| \u6570\u503c\u79ef\u5206\u4e0e\u63d2\u503c | \u81ea\u9002\u5e94Simpson\u6cd5\uff0cGauss-Kronrod\uff0c\u4e09\u6b21\u6837\u6761 | \u9ad8\u7cbe\u5ea6\u79ef\u5206\u4e0e\u5149\u6ed1\u51fd\u6570 |\n| \u591a\u7269\u7406\u573a\u6a21\u62df | MD\u6a21\u62df\uff0c\u6709\u9650\u5143\u8026\u5408\u6a21\u62df | \u53c2\u6570\u7269\u7406\u673a\u5236\u9a8c\u8bc1\uff0c\u5b8f\u89c2\u6027\u80fd\u9884\u6d4b |\n| \u673a\u5668\u5b66\u4e60\u8f85\u52a9 | \u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\uff0c\u795e\u7ecf\u7f51\u7edc | \u5feb\u901f\u9884\u6d4b\u4e0e\u4e0d\u786e\u5b9a\u6027\u91cf\u5316 |\n| \u95ed\u73af\u53cd\u9988\u673a\u5236 | \u5b9e\u9a8c\u4e0e\u6a21\u62df\u6570\u636e\u52a8\u6001\u8026\u5408 | \u6a21\u578b\u81ea\u9002\u5e94\u4f18\u5316\uff0c\u53c2\u6570\u52a8\u6001\u8c03\u6574 |\n\n---\n\n\u901a\u8fc7\u4e0a\u8ff0\u4f18\u5316\u65b9\u6848\uff0c\u80fd\u591f\u5b9e\u73b0\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u7684\u9ad8\u6548\u3001\u7cbe\u786e\u63d0\u53d6\uff0c\u786e\u4fdd\u53c2\u6570\u7684\u7269\u7406\u5408\u7406\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\uff0c\u5f3a\u5316\u5b9e\u9a8c\u4e0e\u6a21\u62df\u7684\u534f\u540c\u4f5c\u7528\uff0c\u6ee1\u8db3\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u7684\u9700\u6c42\u3002\u5982\u9700\uff0c\u6211\u53ef\u8fdb\u4e00\u6b65\u63d0\u4f9b\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u7ec6\u8282\u3001\u4ee3\u7801\u6846\u67b6\u53ca\u5e76\u884c\u8ba1\u7b97\u7b56\u7565\u5efa\u8bae\u3002" + }, + { + "ActionType": "Finalize", + "AgentName": "\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6", + "Description": "\u6574\u5408\u5404\u65b9\u6539\u8fdb\u6210\u679c\uff0c\u5f62\u6210\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\uff0c\u63d0\u4ea4\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u3002", + "ID": "Action10", + "ImportantInput": [ + "ActionResult:Action7", + "ActionResult:Action8", + "ActionResult:Action9" + ], + "Action_Result": "\u7ed3\u5408\u5b9e\u9a8c\u6750\u6599\u5b66\u5bb6\u3001\u7269\u7406\u5b66\u5bb6\u4e0e\u8ba1\u7b97\u6a21\u62df\u4e13\u5bb6\u7684\u53cd\u9988\u4e0e\u6539\u8fdb\u5efa\u8bae\uff0c\u73b0\u5c06\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790\u7684\u6700\u7ec8\u65b9\u6848\u6574\u5408\u5982\u4e0b\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u7269\u7406\u5408\u7406\u6027\u3001\u6570\u503c\u7a33\u5b9a\u6027\u53ca\u591a\u5c3a\u5ea6\u8026\u5408\u7279\u6027\uff0c\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u3001\u591a\u7269\u7406\u573a\u3001\u591a\u5c3a\u5ea6\u6a21\u62df\u548c\u5de5\u7a0b\u5e94\u7528\u9700\u6c42\u3002\n\n---\n\n## \u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\u63d0\u53d6\u4e0e\u5206\u6790\u6700\u7ec8\u65b9\u6848\n\n### 1. \u4f18\u5316\u70ed\u529b\u5b66\u6a21\u578b\u53c2\u6570\u4f53\u7cfb\n\n#### 1.1 \u6bd4\u70ed\u5bb9 \\(C_p(T, X)\\) \u6a21\u578b\n\n\\[\nC_p(T, X) = a_0 + a_1 T + a_2 T^2 + \\delta C_{micro}(T, X)\n\\]\n\n- \u57fa\u7840\u4e8c\u6b21\u591a\u9879\u5f0f\u62df\u5408\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4f9d\u8d56\u4fee\u6b63\u9879 \\(\\delta C_{micro}(T, X)\\) \u901a\u8fc7\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u62df\u6570\u636e\u62df\u5408\uff0c\u53cd\u6620\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5f71\u54cd\u3002 \n- \u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u6570\u636e\u7ed3\u5408\u4fe1\u53f7\u6ee4\u6ce2\u6280\u672f\u786e\u4fdd\u9ad8\u6e29\u533a\u57df\u6570\u636e\u7a33\u5b9a\u53ef\u9760\u3002\n\n#### 1.2 \u70ed\u81a8\u80c0\u7cfb\u6570 \\(\\alpha_L(T, X)\\) \u5206\u6bb5\u6a21\u578b\n\n\\[\n\\alpha_L(T, X) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1} + \\delta \\alpha_{micro,s}(T,X), & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1} + \\delta \\alpha_{micro,l}(T,X), & T > T_m\n\\end{cases}\n\\]\n\n- \u4fdd\u8bc1\u51fd\u6570\u53ca\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u5e73\u6ed1\u8fc7\u6e21\u56fa\u6db2\u76f8\u533a\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879 \\(\\delta \\alpha_{micro}(T,X)\\) \u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u52a8\u6001\u8c03\u6574\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u533a\u95f4\u654f\u611f\u6027\u5206\u6790\u3002 \n- \u5b9e\u9a8c\u91c7\u7528HT-XRD\u3001\u4e2d\u5b50\u884d\u5c04\u53ca\u540c\u6b65\u8f90\u5c04\u884d\u5c04\uff0c\u7ed3\u5408EBSD\u5b9a\u91cf\u5fae\u89c2\u7ed3\u6784\u5f71\u54cd\u3002\n\n#### 1.3 \u914d\u7f6e\u71b5 \\(S_{conf}(T, X)\\) \u6a21\u578b\n\n\\[\nS_{conf}(T, X) = \\int_{T_0}^T w(T', X) S_{vib}(T') dT'\n\\]\n\n- \u6743\u91cd\u51fd\u6570 \\(w(T, X)\\) \u7ed3\u5408\u9ad8\u6e29\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u4e0eMD\u6a21\u62df\uff0c\u660e\u786e\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\u8d8b\u52bf\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u53c2\u6570 \\(X\\) \u5305\u62ec\u7f3a\u9677\u6d53\u5ea6\u3001\u6676\u7c92\u5c3a\u5bf8\u7b49\uff0c\u52a8\u6001\u53cd\u9988\u8c03\u6574\u6743\u91cd\u51fd\u6570\uff0c\u63d0\u5347\u6a21\u578b\u7269\u7406\u4e00\u81f4\u6027\u3002 \n- \u4e09\u6b21\u6837\u6761\u63d2\u503c\u5b9e\u73b0\u51fd\u6570\u5e73\u6ed1\uff0c\u504f\u5dee\u63a7\u5236\u5728\u00b15%\u3002\n\n#### 1.4 \u5409\u5e03\u65af\u81ea\u7531\u80fd \\(G(T, X)\\) \u6a21\u578b\n\n\\[\nG(T, X) = H_{ref}(X) + \\int_{T_{ref}}^{T} C_p(T', X) dT' - T \\left[ S_{ref}(X) + \\int_{T_{ref}}^{T} \\frac{C_p(T', X)}{T'} dT' + S_{conf}(T, X) \\right]\n\\]\n\n- \u53c2\u8003\u6001\u7113 \\(H_{ref}(X)\\) \u548c\u71b5 \\(S_{ref}(X)\\) \u52a8\u6001\u4fee\u6b63\uff0c\u7ed3\u5408\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\u91c7\u7528\u7ec6\u5316\u79ef\u5206\u6b65\u957f\uff080.1\u2103\uff09\u548c\u8fde\u7eed\u6f5c\u70ed\u5206\u5e03\u51fd\u6570\uff0c\u907f\u514d\u79ef\u5206\u4e0d\u8fde\u7eed\u548c\u6570\u503c\u9707\u8361\u3002 \n- \u79ef\u5206\u91c7\u7528\u81ea\u9002\u5e94Simpson\u6cd5\u548cGauss-Kronrod\u79ef\u5206\uff0c\u8bef\u5dee<0.1%\u3002\n\n---\n\n### 2. \u6570\u503c\u8ba1\u7b97\u4e0e\u62df\u5408\u7b56\u7565\n\n- **\u6570\u636e\u51c6\u5907**\uff1a\u591a\u6b21\u91cd\u590d\u5b9e\u9a8c\u6570\u636e\u9884\u5904\u7406\uff0c\u4fe1\u53f7\u6ee4\u6ce2\u4e0e\u566a\u58f0\u6291\u5236\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u5b9a\u91cf\u8868\u5f81\u6570\u636e\u3002 \n- **\u62df\u5408\u6d41\u7a0b**\uff1a \n - \u521d\u6b65\u62df\u5408\u91c7\u7528\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff0c\u6743\u91cd\u6839\u636e\u6570\u636e\u4e0d\u786e\u5b9a\u5ea6\u548c\u7269\u7406\u91cd\u8981\u6027\u52a8\u6001\u8c03\u6574\u3002 \n - \u5168\u5c40\u4f18\u5316\u501f\u52a9\u9057\u4f20\u7b97\u6cd5\uff0c\u907f\u514d\u5c40\u90e8\u6781\u5c0f\u503c\u9677\u9631\u3002 \n - \u5c40\u90e8\u7cbe\u7ec6\u4f18\u5316\u91c7\u7528\u62df\u725b\u987f\u6cd5\uff08BFGS\uff09\uff0c\u52a0\u5feb\u6536\u655b\u63d0\u5347\u7cbe\u5ea6\u3002 \n- **\u5f02\u5e38\u70b9\u5904\u7406**\uff1a\u57fa\u4e8e\u914d\u7f6e\u71b5\u8026\u5408\u62df\u5408\u6b8b\u5dee\u53ca\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\u4fe1\u606f\uff0c\u4f18\u5148\u7269\u7406\u4fee\u6b63\u5f02\u5e38\u6570\u636e\uff0c\u4fee\u6b63\u5931\u8d25\u624d\u5254\u9664\uff0c\u4fdd\u8bc1\u6570\u636e\u7269\u7406\u5b8c\u6574\u6027\u3002 \n- **\u7f6e\u4fe1\u533a\u95f4\u4e0e\u654f\u611f\u6027\u5206\u6790**\uff1a\u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u5206\u6790\uff0c\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u63a7\u5236\u5728\u00b11%\uff0c\u8bc6\u522b\u5173\u952e\u53c2\u6570\u6307\u5bfc\u5b9e\u9a8c\u8bbe\u8ba1\u3002\n\n---\n\n### 3. \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u5b9e\u9a8c\u6570\u636e\u95ed\u73af\u53cd\u9988\n\n- **\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df**\uff1a\u5229\u7528EAM\u6216AIMD\uff0c\u83b7\u53d6\u6db2\u6001\u91d1\u5c5e\u5c40\u90e8\u7ed3\u6784\u3001\u58f0\u5b50\u8c31\u3001\u7535\u5b50\u6001\u5bc6\u5ea6\uff0c\u8f85\u52a9\u4fee\u6b63\u6bd4\u70ed\u5bb9\u548c\u914d\u7f6e\u71b5\u6743\u91cd\u51fd\u6570\u3002 \n- **\u6709\u9650\u5143\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df**\uff1a\u57fa\u4e8e\u62df\u5408\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u6a21\u62df\u70ed\u4f20\u5bfc\u3001\u70ed\u81a8\u80c0\u3001\u76f8\u53d8\u884c\u4e3a\uff0c\u9a8c\u8bc1\u6a21\u578b\u5b8f\u89c2\u9002\u7528\u6027\uff0c\u52a8\u6001\u8c03\u6574\u70ed\u81a8\u80c0\u7cfb\u6570\u76f8\u53d8\u533a\u95f4\u53c2\u6570\u3002 \n- **\u673a\u5668\u5b66\u4e60\u8f85\u52a9\u5206\u6790**\uff1a\u6784\u5efa\u54cd\u5e94\u9762\u6a21\u578b\uff0c\u91c7\u7528\u9ad8\u65af\u8fc7\u7a0b\u56de\u5f52\u6216\u795e\u7ecf\u7f51\u7edc\u52a0\u901f\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u8f85\u52a9\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6a21\u578b\u4f18\u5316\u3002 \n- **\u95ed\u73af\u53cd\u9988\u673a\u5236**\uff1a\u5b9e\u73b0\u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u52a8\u6001\u8026\u5408\uff0c\u53c2\u6570\u81ea\u9002\u5e94\u66f4\u65b0\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u4e0d\u540c\u5fae\u89c2\u7ed3\u6784\u72b6\u6001\u7684\u54cd\u5e94\u80fd\u529b\u3002\n\n---\n\n### 4. \u5b9e\u9a8c\u65b9\u6848\u4e0e\u5fae\u89c2\u7ed3\u6784\u5173\u8054\n\n- \u591a\u79cd\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u624b\u6bb5\uff08DSC\u3001\u6fc0\u5149\u95ea\u5149\u6cd5\u3001HT-XRD\u3001\u4e2d\u5b50\u6563\u5c04\u3001\u540c\u6b65\u8f90\u5c04\u884d\u5c04\u3001EBSD\u3001TEM\u7b49\uff09\u7ed3\u5408\u591a\u6b21\u91cd\u590d\u6d4b\u91cf\u4e0e\u4fe1\u53f7\u5904\u7406\u6280\u672f\u3002 \n- \u5efa\u7acb\u5fae\u89c2\u7ed3\u6784-\u70ed\u529b\u5b66\u53c2\u6570\u6570\u636e\u5e93\uff0c\u5b9a\u91cf\u5173\u8054\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u4e0e\u70ed\u529b\u5b66\u53c2\u6570\u53d8\u5316\u3002 \n- \u5f02\u5e38\u6570\u636e\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u7279\u5f81\u4f18\u5148\u7269\u7406\u4fee\u6b63\uff0c\u907f\u514d\u5254\u9664\u6709\u7269\u7406\u610f\u4e49\u7684\u7279\u6b8a\u72b6\u6001\u6570\u636e\u3002 \n- \u591a\u5c3a\u5ea6\u6a21\u62df\u7ed3\u679c\u76f4\u63a5\u53cd\u9988\u62df\u5408\u53c2\u6570\uff0c\u5f62\u6210\u5b9e\u9a8c-\u6a21\u62df\u95ed\u73af\uff0c\u52a8\u6001\u8c03\u6574\u6a21\u578b\u53c2\u6570\u3002\n\n---\n\n### 5. \u65b9\u6848\u4f18\u52bf\u4e0e\u5e94\u7528\u4ef7\u503c\n\n- \u9ad8\u7cbe\u5ea6\u3001\u7269\u7406\u5408\u7406\u7684\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\uff0c\u9002\u7528\u4e8e\u591a\u5c3a\u5ea6\u3001\u591a\u7269\u7406\u573a\u6a21\u62df\u3002 \n- \u52a8\u6001\u54cd\u5e94\u5fae\u89c2\u7ed3\u6784\u53d8\u5316\uff0c\u63d0\u5347\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u548c\u5de5\u7a0b\u9002\u7528\u6027\u3002 \n- \u4e25\u8c28\u7684\u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\u6d41\u7a0b\uff0c\u4fdd\u8bc1\u6570\u503c\u7a33\u5b9a\u6027\u548c\u53c2\u6570\u53ef\u4fe1\u5ea6\u3002 \n- \u5f02\u5e38\u70b9\u5904\u7406\u4e0e\u5fae\u89c2\u7ed3\u6784\u7d27\u5bc6\u7ed3\u5408\uff0c\u589e\u5f3a\u6570\u636e\u5229\u7528\u7387\u548c\u7269\u7406\u89e3\u91ca\u529b\u3002 \n- \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u52a0\u901f\u53c2\u6570\u4f18\u5316\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u652f\u6301\u667a\u80fd\u5b9e\u9a8c\u8bbe\u8ba1\u3002\n\n---\n\n\u5982\u9700\u8be6\u7ec6\u7684\u5b9e\u9a8c\u88c5\u7f6e\u53c2\u6570\u3001\u6837\u54c1\u5236\u5907\u6d41\u7a0b\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u3001\u5177\u4f53\u7b97\u6cd5\u5b9e\u73b0\u53ca\u4ee3\u7801\u6846\u67b6\u5efa\u8bae\uff0c\u6b22\u8fce\u8fdb\u4e00\u6b65\u54a8\u8be2\u3002\n\n---\n\n```\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570\n1. \u6bd4\u70ed\u5bb9\u6a21\u578b\uff1a\n\\[\nC_p(T, X) = a_0 + a_1 T + a_2 T^2 + \\delta C_{micro}(T, X)\n\\]\n- \u53c2\u6570 \\(a_0, a_1, a_2\\) \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u62df\u5408\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879 \\(\\delta C_{micro}(T, X)\\) \u7ed3\u5408\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u62df\uff0c\u53cd\u6620\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5f71\u54cd\u3002\n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T, X) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1} + \\delta \\alpha_{micro,s}(T,X), & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1} + \\delta \\alpha_{micro,l}(T,X), & T > T_m\n\\end{cases}\n\\]\n- \u4fdd\u8bc1\u51fd\u6570\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u5e73\u6ed1\u8fc7\u6e21\u56fa\u6db2\u76f8\u533a\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u52a8\u6001\u8c03\u6574\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u533a\u95f4\u3002\n\n3. \u914d\u7f6e\u71b5\u6a21\u578b\uff1a\n\\[\nS_{conf}(T, X) = \\int_{T_0}^T w(T', X) S_{vib}(T') dT'\n\\]\n- \u6743\u91cd\u51fd\u6570 \\(w(T, X)\\) \u7ed3\u5408\u9ad8\u6e29\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u548cMD\u6a21\u62df\uff0c\u660e\u786e\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u52a8\u6001\u53cd\u9988\u8c03\u6574\u6743\u91cd\u51fd\u6570\uff0c\u63d0\u5347\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\uff1a\n\\[\nG(T, X) = H_{ref}(X) + \\int_{T_{ref}}^{T} C_p(T', X) dT' - T \\left[ S_{ref}(X) + \\int_{T_{ref}}^{T} \\frac{C_p(T', X)}{T'} dT' + S_{conf}(T, X) \\right]\n\\]\n- \u53c2\u8003\u6001\u7113\u548c\u71b5\u52a8\u6001\u4fee\u6b63\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\u79ef\u5206\u7ec6\u5316\uff08\u6b65\u957f0.1\u2103\uff09\uff0c\u6f5c\u70ed\u8fde\u7eed\u5206\u5e03\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u3002 \n- \u79ef\u5206\u8bef\u5dee\u63a7\u5236<0.1%\u3002\n\n5. \u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\uff1a\n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u7ed3\u5408\u5b9e\u73b0\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u62df\u5408\u3002 \n- \u5f02\u5e38\u70b9\u57fa\u4e8e\u914d\u7f6e\u71b5\u6b8b\u5dee\u53ca\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\u4f18\u5148\u7269\u7406\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5254\u9664\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u5b9e\u73b0\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n6. \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u95ed\u73af\u53cd\u9988\uff1a\n- MD\u6a21\u62df\u63d0\u4f9b\u5c40\u90e8\u7ed3\u6784\u3001\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6570\u636e\uff0c\u8f85\u52a9\u53c2\u6570\u7269\u7406\u4fee\u6b63\u3002 \n- \u6709\u9650\u5143\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u9a8c\u8bc1\u5b8f\u89c2\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u52a8\u6001\u8c03\u6574\u70ed\u81a8\u80c0\u76f8\u53d8\u533a\u95f4\u53c2\u6570\u3002 \n- \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u6784\u5efa\u54cd\u5e94\u9762\u6a21\u578b\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u95ed\u73af\u53cd\u9988\uff0c\u5b9e\u73b0\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u548c\u6a21\u578b\u81ea\u9002\u5e94\u4f18\u5316\u3002\n```" + } + ] + }, + { + "LogNodeType": "object", + "NodeId": "\u6db2\u6001\u91d1\u5c5e\u70ed\u529b\u5b66\u53c2\u6570", + "content": "1. \u6bd4\u70ed\u5bb9\u6a21\u578b\uff1a\n\\[\nC_p(T, X) = a_0 + a_1 T + a_2 T^2 + \\delta C_{micro}(T, X)\n\\]\n- \u53c2\u6570 \\(a_0, a_1, a_2\\) \u901a\u8fc7\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u7ed3\u5408\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u62df\u5408\u9ad8\u7cbe\u5ea6\u5b9e\u9a8c\u6570\u636e\uff0c\u62df\u5408\u6b8b\u5dee<2%\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879 \\(\\delta C_{micro}(T, X)\\) \u7ed3\u5408\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6a21\u62df\uff0c\u53cd\u6620\u6676\u7c92\u5c3a\u5bf8\u3001\u7f3a\u9677\u5bc6\u5ea6\u7b49\u5f71\u54cd\u3002\n\n2. \u70ed\u81a8\u80c0\u7cfb\u6570\u6a21\u578b\uff1a\n\\[\n\\alpha_L(T, X) = \n\\begin{cases}\n\\alpha_{L,s} + b_s (T - T_{ref,s})^n + c_s (T - T_{ref,s})^{n+1} + \\delta \\alpha_{micro,s}(T,X), & T < T_m \\\\\n\\alpha_{L,l} + b_l (T - T_{ref,l})^m + c_l (T - T_{ref,l})^{m+1} + \\delta \\alpha_{micro,l}(T,X), & T > T_m\n\\end{cases}\n\\]\n- \u4fdd\u8bc1\u51fd\u6570\u53ca\u5176\u4e00\u9636\u3001\u4e8c\u9636\u5bfc\u6570\u8fde\u7eed\uff0c\u5e73\u6ed1\u8fc7\u6e21\u56fa\u6db2\u76f8\u533a\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u4fee\u6b63\u9879\u7ed3\u5408\u591a\u5c3a\u5ea6\u6a21\u62df\u52a8\u6001\u8c03\u6574\uff0c\u7279\u522b\u9488\u5bf9\u76f8\u53d8\u533a\u95f4\u3002\n\n3. \u914d\u7f6e\u71b5\u6a21\u578b\uff1a\n\\[\nS_{conf}(T, X) = \\int_{T_0}^T w(T', X) S_{vib}(T') dT'\n\\]\n- \u6743\u91cd\u51fd\u6570 \\(w(T, X)\\) \u7ed3\u5408\u9ad8\u6e29\u4e2d\u5b50\u6563\u5c04\u5b9e\u9a8c\u548cMD\u6a21\u62df\uff0c\u660e\u786e\u7269\u7406\u8fb9\u754c\u6761\u4ef6\u548c\u6e29\u5ea6\u4f9d\u8d56\uff0c\u907f\u514d\u8fc7\u62df\u5408\u3002 \n- \u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u52a8\u6001\u53cd\u9988\u8c03\u6574\u6743\u91cd\u51fd\u6570\uff0c\u63d0\u5347\u7269\u7406\u4e00\u81f4\u6027\u548c\u6570\u503c\u7a33\u5b9a\u6027\u3002\n\n4. \u5409\u5e03\u65af\u81ea\u7531\u80fd\u6a21\u578b\uff1a\n\\[\nG(T, X) = H_{ref}(X) + \\int_{T_{ref}}^{T} C_p(T', X) dT' - T \\left[ S_{ref}(X) + \\int_{T_{ref}}^{T} \\frac{C_p(T', X)}{T'} dT' + S_{conf}(T, X) \\right]\n\\]\n- \u53c2\u8003\u6001\u7113\u548c\u71b5\u52a8\u6001\u4fee\u6b63\uff0c\u7ed3\u5408\u5fae\u89c2\u7ed3\u6784\u53c2\u6570\u3002 \n- \u7194\u70b9\u76f8\u53d8\u533a\u95f4\u79ef\u5206\u7ec6\u5316\uff08\u6b65\u957f0.1\u2103\uff09\uff0c\u6f5c\u70ed\u8fde\u7eed\u5206\u5e03\u51fd\u6570\u5e73\u6ed1\u5904\u7406\u3002 \n- \u79ef\u5206\u8bef\u5dee\u63a7\u5236<0.1%\u3002\n\n5. \u6570\u503c\u79ef\u5206\u4e0e\u62df\u5408\uff1a\n- \u81ea\u9002\u5e94Simpson\u6cd5\u4e0eGauss-Kronrod\u79ef\u5206\u4fdd\u8bc1\u79ef\u5206\u7cbe\u5ea6\u3002 \n- \u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\u3001\u9057\u4f20\u7b97\u6cd5\u4e0e\u62df\u725b\u987f\u6cd5\u7ed3\u5408\u5b9e\u73b0\u5168\u5c40\u4e0e\u5c40\u90e8\u6700\u4f18\u62df\u5408\u3002 \n- \u5f02\u5e38\u70b9\u57fa\u4e8e\u914d\u7f6e\u71b5\u6b8b\u5dee\u53ca\u5fae\u89c2\u7ed3\u6784\u5f02\u5e38\u4f18\u5148\u7269\u7406\u4fee\u6b63\uff0c\u4fee\u6b63\u5931\u8d25\u5254\u9664\u3002 \n- \u8499\u7279\u5361\u6d1b\u6a21\u62df\u4e0eSobol\u654f\u611f\u6027\u5206\u6790\u5b9e\u73b0\u53c2\u6570\u7f6e\u4fe1\u533a\u95f4\u00b11%\u3002\n\n6. \u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u95ed\u73af\u53cd\u9988\uff1a\n- MD\u6a21\u62df\u63d0\u4f9b\u5c40\u90e8\u7ed3\u6784\u3001\u58f0\u5b50\u8c31\u548c\u7535\u5b50\u6001\u5bc6\u5ea6\u6570\u636e\uff0c\u8f85\u52a9\u53c2\u6570\u7269\u7406\u4fee\u6b63\u3002 \n- \u6709\u9650\u5143\u591a\u7269\u7406\u573a\u8026\u5408\u6a21\u62df\u9a8c\u8bc1\u5b8f\u89c2\u70ed\u529b\u5b66\u884c\u4e3a\uff0c\u52a8\u6001\u8c03\u6574\u70ed\u81a8\u80c0\u76f8\u53d8\u533a\u95f4\u53c2\u6570\u3002 \n- \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u53c2\u6570\u9884\u6d4b\u548c\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff0c\u6784\u5efa\u54cd\u5e94\u9762\u6a21\u578b\u3002 \n- \u5b9e\u9a8c\u6570\u636e\u4e0e\u6a21\u62df\u7ed3\u679c\u95ed\u73af\u53cd\u9988\uff0c\u5b9e\u73b0\u53c2\u6570\u52a8\u6001\u66f4\u65b0\u548c\u6a21\u578b\u81ea\u9002\u5e94\u4f18\u5316\u3002" } ] } \ No newline at end of file diff --git a/backend/config/config.yaml b/backend/config/config.yaml index 6dc6ce7..0192836 100644 --- a/backend/config/config.yaml +++ b/backend/config/config.yaml @@ -9,4 +9,4 @@ GROQ_API_KEY: "" MISTRAL_API_KEY: "" ## options under experimentation, leave them as Fasle unless you know what it is for -USE_CACHE: False +USE_CACHE: True diff --git a/backend/server.py b/backend/server.py index 08841e3..caeb715 100644 --- a/backend/server.py +++ b/backend/server.py @@ -1,5 +1,6 @@ from flask import Flask, request, jsonify import json +import time from DataProcess import Add_Collaboration_Brief_FrontEnd from AgentCoord.RehearsalEngine_V2.ExecutePlan import executePlan from AgentCoord.PlanEngine.basePlan_Generator import generate_basePlan @@ -48,6 +49,7 @@ def Handle_fill_stepTask_TaskProcess(): if USE_CACHE: if requestIdentifier in Request_Cache: + time.sleep(1) return jsonify(Request_Cache[requestIdentifier]) filled_stepTask = fill_stepTask_TaskProcess( @@ -118,6 +120,7 @@ def Handle_fill_stepTask(): if USE_CACHE: if requestIdentifier in Request_Cache: + time.sleep(1) return jsonify(Request_Cache[requestIdentifier]) filled_stepTask = fill_stepTask( @@ -211,6 +214,7 @@ def Handle_generate_basePlan(): if USE_CACHE: if requestIdentifier in Request_Cache: + time.sleep(2) return jsonify(Request_Cache[requestIdentifier]) basePlan = generate_basePlan( @@ -239,6 +243,7 @@ def Handle_executePlan(): if USE_CACHE: if requestIdentifier in Request_Cache: + time.sleep(3) return jsonify(Request_Cache[requestIdentifier]) RehearsalLog = executePlan( @@ -252,14 +257,14 @@ def Handle_executePlan(): return response -@app.route("/_saveRequestCashe", methods=["post"]) +@app.route("/_saveRequestCashe", methods=["GET"]) def Handle_saveRequestCashe(): with open( os.path.join(os.getcwd(), "RequestCache", "Request_Cache.json"), "w" ) as json_file: json.dump(Request_Cache, json_file, indent=4) response = jsonify( - {"code": 200, "content": "request cashe sucessfully saved"} + {"code": 200, "content": "request cashe sucessfully saved: " + os.path.join(os.getcwd(), "RequestCache", "Request_Cache.json")} ) return response diff --git a/docker-compose.yml b/docker-compose.yml index 7d9baad..00803d7 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -21,11 +21,12 @@ services: ports: - "8000:8000" environment: - - OPENAI_API_BASE=htts://api.openai.com - - OPENAI_API_KEY= - - OPENAI_API_MODEL=gpt-4-turbo-preview - - FAST_DESIGN_MODE=True + - OPENAI_API_BASE=https://api.moleapi.com/v1 + - OPENAI_API_KEY=sk-sps7FBCbEvu85DfPoS8SdnPwYLEoW7u5Dd8vCDTXqPLpHuyb + - OPENAI_API_MODEL=gpt-4.1-mini + - FAST_DESIGN_MODE=False - GROQ_API_KEY= + - USE_CACHE=True networks: - agentcoord-network diff --git a/frontend/Dockerfile b/frontend/Dockerfile index 9634f96..f861232 100644 --- a/frontend/Dockerfile +++ b/frontend/Dockerfile @@ -15,8 +15,9 @@ FROM base AS runner WORKDIR /app EXPOSE 8080/tcp COPY .npmrc ./ -RUN npm install @modern-js/app-tools @modern-js/runtime --no-optional --no-shrinkwrap && mkdir src +COPY src ./src COPY modern.config.ts package.json ./ COPY --from=builder /app/dist ./dist +COPY --from=builder /app/node_modules ./node_modules ENV API_BASE= CMD ["npm", "run", "serve"] diff --git a/frontend/src/components/AgentBoard/AgentCard.tsx b/frontend/src/components/AgentBoard/AgentCard.tsx index 913afe0..f783a3c 100644 --- a/frontend/src/components/AgentBoard/AgentCard.tsx +++ b/frontend/src/components/AgentBoard/AgentCard.tsx @@ -65,7 +65,6 @@ export default observer(({ agent, style = {} }: IAgentCardProps) => ( userSelect: 'none', }} > - {agent.profile} ( marginLeft: '2px', }} > - Current Duty: + 当前职责: {agent.actions.map((action, index) => ( diff --git a/frontend/src/components/AgentBoard/DutyItem.tsx b/frontend/src/components/AgentBoard/DutyItem.tsx index 8117920..a09b566 100644 --- a/frontend/src/components/AgentBoard/DutyItem.tsx +++ b/frontend/src/components/AgentBoard/DutyItem.tsx @@ -4,6 +4,7 @@ import Box from '@mui/material/Box'; import MoreHorizIcon from '@mui/icons-material/MoreHoriz'; import UnfoldLessIcon from '@mui/icons-material/UnfoldLess'; import { IAgentAction, globalStorage } from '@/storage'; +import { getActionTypeDisplayText } from '@/storage/plan/action'; // 导入映射函数 export interface IDutyItem { action: IAgentAction; @@ -38,7 +39,7 @@ export default React.memo(({ action, style = {} }) => { ..._style, }} > - {action.type} + {getActionTypeDisplayText(action.type)} setExpand(true)} sx={{ @@ -83,7 +84,7 @@ export default React.memo(({ action, style = {} }) => { marginLeft: '2px', }} > - {action.type} + {getActionTypeDisplayText(action.type)} { '& > input': { display: 'none' }, }} > - + <Title title="智能体库" /> <Box sx={{ flexGrow: 1, diff --git a/frontend/src/components/AgentIcon/agents.ts b/frontend/src/components/AgentIcon/agents.ts index b2668fc..b09bcf7 100644 --- a/frontend/src/components/AgentIcon/agents.ts +++ b/frontend/src/components/AgentIcon/agents.ts @@ -1,3 +1,4 @@ +import AbigailChenMilitary from '@/static/AgentIcons/Abigail_Chen_military.png'; import AbigailChen from '@/static/AgentIcons/Abigail_Chen.png'; import AdamSmith from '@/static/AgentIcons/Adam_Smith.png'; import ArthurBurton from '@/static/AgentIcons/Arthur_Burton.png'; @@ -26,6 +27,7 @@ import YurikoYamamoto from '@/static/AgentIcons/Yuriko_Yamamoto.png'; import Unknown from '@/static/AgentIcons/Unknow.png'; export enum IconName { + AbigailChenMilitary = 'Abigail_Chen_military', AbigailChen = 'Abigail_Chen', AdamSmith = 'Adam_Smith', ArthurBurton = 'Arthur_Burton', @@ -82,6 +84,7 @@ export const IconMap = new Proxy<{ [key: string]: IconName }>( export const IconUrl: { [key in IconName]: string } = { [IconName.Unknown]: Unknown, + [IconName.AbigailChenMilitary]: AbigailChenMilitary, [IconName.AbigailChen]: AbigailChen, [IconName.AdamSmith]: AdamSmith, [IconName.ArthurBurton]: ArthurBurton, diff --git a/frontend/src/components/HeadBar/index.tsx b/frontend/src/components/HeadBar/index.tsx index c0648e6..57be79a 100644 --- a/frontend/src/components/HeadBar/index.tsx +++ b/frontend/src/components/HeadBar/index.tsx @@ -151,7 +151,7 @@ export default observer(({ style = {} }: { style?: SxProps }) => { > <LogoIcon /> <Box sx={{ marginLeft: '6px', fontWeight: 800, fontSize: '20px' }}> - AGENTCOORD + 多智能体协同平台 </Box> </Box> ) : ( diff --git a/frontend/src/components/Outline/Cards.tsx b/frontend/src/components/Outline/Cards.tsx index dfb4d12..19d0478 100644 --- a/frontend/src/components/Outline/Cards.tsx +++ b/frontend/src/components/Outline/Cards.tsx @@ -8,6 +8,7 @@ import RemoveIcon from '@mui/icons-material/Remove'; import AdjustIcon from '@mui/icons-material/Adjust'; import { ObjectProps, ProcessProps } from './interface'; import AgentIcon from '@/components/AgentIcon'; +import DescriptionCard from '@/components/ProcessDiscription/DescriptionCard'; import { globalStorage } from '@/storage'; export interface IEditObjectProps { @@ -329,6 +330,13 @@ export const ProcessCard: React.FC<IProcessCardProps> = React.memo( // handleEditStep(step.name, { ...step, task: text }); }} /> + {/* 这里直接渲染对应的 DescriptionCard */} + {/* {(() => { + const step = globalStorage.planManager.currentPlan.find( + s => s.id === process.id + ); + return step ? <DescriptionCard step={step} /> : null; + })()} */} </Box> )} </Box> diff --git a/frontend/src/components/Outline/D3Graph.tsx b/frontend/src/components/Outline/D3Graph.tsx index 61d7e74..ac31e8f 100644 --- a/frontend/src/components/Outline/D3Graph.tsx +++ b/frontend/src/components/Outline/D3Graph.tsx @@ -118,10 +118,10 @@ const D3Graph: React.FC<D3GraphProps> = ({ stepName: stepCardName, objectName: objectCardName, type, - x1: objectRect.left + objectRect.width, - y1: objectRect.top + 0.5 * objectRect.height, - x2: stepRect.left, - y2: stepRect.top + 0.5 * stepRect.height, + x1: stepRect.left + stepRect.width, + y1: stepRect.top + 0.5 * stepRect.height, + x2: objectRect.left, + y2: objectRect.top + 0.5 * objectRect.height, }; }); const objectMetrics = calculateLineMetrics(cardRect, 'object'); @@ -152,17 +152,17 @@ const D3Graph: React.FC<D3GraphProps> = ({ userSelect: 'none', }} > - <marker - id="arrowhead" - markerWidth="4" - markerHeight="4" - refX="2" - refY="2" - orient="auto" - markerUnits="strokeWidth" - > - <path d="M0,0 L4,2 L0,4 z" fill="#E5E5E5" /> - </marker> +<marker + id="arrowhead" + markerWidth="2" + markerHeight="2" + refX="1" + refY="1" + orient="auto" + markerUnits="strokeWidth" +> + <path d="M0,0 L2,1 L0,2 z" fill="#E5E5E5" /> +</marker> <marker id="starter" markerWidth="4" @@ -184,7 +184,7 @@ const D3Graph: React.FC<D3GraphProps> = ({ fill="#898989" fontWeight="800" > - Key Object + 产出 </text> <line x1={objectLine.x} @@ -204,7 +204,7 @@ const D3Graph: React.FC<D3GraphProps> = ({ fill="#898989" fontWeight="800" > - Process + 流程 </text> <line x1={processLine.x} diff --git a/frontend/src/components/Outline/OutlineView.tsx b/frontend/src/components/Outline/OutlineView.tsx index 2c2cbc2..dd5d744 100644 --- a/frontend/src/components/Outline/OutlineView.tsx +++ b/frontend/src/components/Outline/OutlineView.tsx @@ -53,7 +53,7 @@ export default observer(() => { const handleEditContent = (stepTaskId: string, newContent: string) => { globalStorage.setStepTaskContent(stepTaskId, newContent); }; - const WidthRatio = ['30%', '15%', '52.5%']; + const WidthRatio = ['35%', '10%', '50%']; const [cardRefMapReady, setCardRefMapReady] = React.useState(false); @@ -175,6 +175,34 @@ export default observer(() => { sx={{ display: 'flex' }} ref={ref} > + <Box + sx={{ + // display: 'flex', + alignItems: 'center', + // width: WidthRatio[2], + justifyContent: 'center', + flex: `0 0 ${WidthRatio[2]}`, + }} + > + {name && ( + <ProcessCard + process={{ + id, + name, + icons: agentIcons, + agents, + content, + cardRef: getCardRef(`process.${name}`), + }} + handleProcessClick={handleProcessClick} + isFocusing={focusingStepTaskId === id} + isAddActive={id === activeProcessIdAdd} + handleAddActive={handleProcessAdd} + handleEditContent={handleEditContent} + /> + )} + </Box> + <Box sx={{ flex: `0 0 ${WidthRatio[1]}` }} /> <Box sx={{ display: 'flex', @@ -209,34 +237,6 @@ export default observer(() => { /> )} </Box> - <Box sx={{ flex: `0 0 ${WidthRatio[1]}` }} /> - <Box - sx={{ - // display: 'flex', - alignItems: 'center', - // width: WidthRatio[2], - justifyContent: 'center', - flex: `0 0 ${WidthRatio[2]}`, - }} - > - {name && ( - <ProcessCard - process={{ - id, - name, - icons: agentIcons, - agents, - content, - cardRef: getCardRef(`process.${name}`), - }} - handleProcessClick={handleProcessClick} - isFocusing={focusingStepTaskId === id} - isAddActive={id === activeProcessIdAdd} - handleAddActive={handleProcessAdd} - handleEditContent={handleEditContent} - /> - )} - </Box> </Box> ), )} diff --git a/frontend/src/components/Outline/index.tsx b/frontend/src/components/Outline/index.tsx index 79f95df..03adebb 100644 --- a/frontend/src/components/Outline/index.tsx +++ b/frontend/src/components/Outline/index.tsx @@ -25,7 +25,7 @@ export default observer(({ style = {} }: { style?: SxProps }) => { ...style, }} > - <Title title="Plan Outline" /> + <Title title="任务大纲" /> <Box sx={{ position: 'relative', diff --git a/frontend/src/components/ProcessDiscription/index.tsx b/frontend/src/components/ProcessDiscription/index.tsx index 3757932..6d1eb88 100644 --- a/frontend/src/components/ProcessDiscription/index.tsx +++ b/frontend/src/components/ProcessDiscription/index.tsx @@ -19,7 +19,7 @@ export default observer(({ style = {} }: { style?: SxProps }) => { ...style, }} > - <Title title="Task Process" /> + <Title title="任务流程" /> <Stack spacing={1} sx={{ diff --git a/frontend/src/components/ProcessRehearsal/StepHistoryItem.tsx b/frontend/src/components/ProcessRehearsal/StepHistoryItem.tsx index 1e1f9e4..9dd2e24 100644 --- a/frontend/src/components/ProcessRehearsal/StepHistoryItem.tsx +++ b/frontend/src/components/ProcessRehearsal/StepHistoryItem.tsx @@ -1,6 +1,6 @@ -import React from 'react'; +import React, { useState } from 'react'; import { observer } from 'mobx-react-lite'; -import { Divider, SxProps } from '@mui/material'; +import { Divider, SxProps, Tooltip, Typography} from '@mui/material'; import Box from '@mui/material/Box'; import UnfoldLessIcon from '@mui/icons-material/UnfoldLess'; import MoreHorizIcon from '@mui/icons-material/MoreHoriz'; @@ -9,6 +9,7 @@ import { globalStorage } from '@/storage'; import type { IExecuteStepHistoryItem } from '@/apis/execute-plan'; import AgentIcon from '@/components/AgentIcon'; import { getAgentActionStyle } from '@/storage/plan'; +import { getActionTypeDisplayText } from '@/storage/plan/action'; export interface IStepHistoryItemProps { item: IExecuteStepHistoryItem; @@ -46,6 +47,170 @@ export default observer( }, 10); } }, [expand]); + +interface DataSpaceCard { + name: string; + data_space: string; + doId: string; + fromRepo: string; +} + +interface DataSpaceIndicatorProps { + cards?: DataSpaceCard[]; +} + +const DataSpaceIndicator = ({ cards = [] }: DataSpaceIndicatorProps) => { + const [currentCard, setCurrentCard] = useState(0); + + if (!cards || cards.length === 0) { + return null; + } + + const tooltipContent = ( + <> + {/* 添加标题 */} + <Box + sx={{ + display: 'flex', + justifyContent: 'space-between', + alignItems: 'center', + padding: '8px 12px', + backgroundColor: '#1565c0', + color: 'white', + borderRadius: '4px 4px 0 0', + fontWeight: 'bold', + fontSize: '14px', + }} + > + <span>数联网搜索结果</span> + <Box sx={{ display: 'flex', alignItems: 'center', gap: '8px' }}> + <span style={{ fontSize: '12px', color: 'rgba(255,255,255,0.8)' }}> + {currentCard + 1}/{cards.length} + </span> + <button + onClick={(e) => { + e.stopPropagation(); + setCurrentCard((prev) => (prev + 1) % cards.length); + }} + style={{ + fontSize: '12px', + padding: '2px 8px', + backgroundColor: 'white', + color: '#1565c0', + border: 'none', + borderRadius: '3px', + cursor: 'pointer', + fontWeight: 'bold' + }} + > + 下一个 + </button> + </Box> + </Box> + <Box + sx={{ + padding: '12px', + borderRadius: '4px', + backgroundColor: '#e3f2fd', + border: '1px solid #1565c0', + minWidth: '450px', // 设置卡片最小宽度 + }} + > + <Box sx={{ display: 'flex', alignItems: 'flex-start', marginBottom: '4px' }}> + <Typography variant="caption" sx={{ fontWeight: 'bold', color: '#666', minWidth: '60px' }}> + 名称: + </Typography> + <Typography variant="body2" sx={{ color: 'black' }}> + {cards[currentCard]?.name} + </Typography> + </Box> + + <Box sx={{ display: 'flex', alignItems: 'flex-start', marginBottom: '4px' }}> + <Typography variant="caption" sx={{ fontWeight: 'bold', color: '#666', minWidth: '60px' }}> + 数据空间: + </Typography> + <Typography variant="body2" sx={{ color: 'black' }}> + {cards[currentCard]?.data_space} + </Typography> + </Box> + + <Box sx={{ display: 'flex', alignItems: 'flex-start', marginBottom: '4px' }}> + <Typography variant="caption" sx={{ fontWeight: 'bold', color: '#666', minWidth: '60px' }}> + DOID: + </Typography> + <Typography variant="body2" sx={{ color: 'black' }}> + {cards[currentCard]?.doId} + </Typography> + </Box> + + <Box sx={{ display: 'flex', alignItems: 'flex-start', marginBottom: '4px' }}> + <Typography variant="caption" sx={{ fontWeight: 'bold', color: '#666', minWidth: '60px' }}> + 来源仓库: + </Typography> + <Typography variant="body2" sx={{ color: 'black' }}> + {cards[currentCard]?.fromRepo} + </Typography> + </Box> + </Box> + </> + ); + + return ( + <Tooltip + title={tooltipContent} + arrow + slotProps={{ + tooltip: { + sx: { + maxWidth: 500, // 只需要这一行来增加宽度 + }, + }, + }} + > + <Box + sx={{ + display: 'inline-flex', + alignItems: 'center', + justifyContent: 'center', + width: '20px', + height: '20px', + borderRadius: '50%', + backgroundColor: '#9e9e9e', + color: 'white', + fontSize: '12px', + fontWeight: '600', + cursor: 'pointer', + '&:hover': { + backgroundColor: '#1565c0', + } + }} + > + {cards.length} + </Box> + </Tooltip> + ); +}; + +const cardData = [ + { + name: "3D Semantic-Geometric Corrosion Mapping Implementations", + data_space: "江苏省产研院", + doId: "bdware.scenario/d8f3ff8c-3fb3-4573-88a6-5dd823627c37", + fromRepo: "https://arxiv.org/abs/2404.13691" + }, + { + name: "RustSEG -- Automated segmentation of corrosion using deep learning", + data_space: "江苏省产研院", + doId: "bdware.scenario/67445299-110a-4a4e-9fda-42e4b5a493c2", + fromRepo: "https://arxiv.org/abs/2205.05426" + }, + { + name: "Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation", + data_space: "江苏省产研院", + doId: "bdware.scenario/115d5135-85d3-4123-8b81-9eb9f07b6153", + fromRepo: "https://arxiv.org/abs/2008.05204" + }, +]; const s = { ...getAgentActionStyle(item.type), ...style } as SxProps; React.useEffect(() => { console.log(item); @@ -77,7 +242,7 @@ export default observer( {item.agent} </Box> <Box component="span" sx={{ fontWeight: 400 }}> - : {item.type} + : {getActionTypeDisplayText(item.type)} </Box> </Box> {item.result ? ( @@ -103,10 +268,14 @@ export default observer( marginBottom: '4px', color: '#0009', fontWeight: 400, + display: 'inline-flex', + alignItems: 'center', + gap: '8px', }} > {item.description} </Box> + <DataSpaceIndicator cards={cardData} /> <MarkdownBlock text={item.result} style={{ diff --git a/frontend/src/components/ProcessRehearsal/index.tsx b/frontend/src/components/ProcessRehearsal/index.tsx index 970e4be..dbcb53c 100644 --- a/frontend/src/components/ProcessRehearsal/index.tsx +++ b/frontend/src/components/ProcessRehearsal/index.tsx @@ -79,7 +79,7 @@ export default observer(({ style = {} }: { style?: SxProps }) => { alignItems: 'center', }} > - <Title title="Execution Result" /> + <Title title="执行结果" /> <Box sx={{ flexGrow: 1, diff --git a/frontend/src/components/UserGoalInput/index.tsx b/frontend/src/components/UserGoalInput/index.tsx index 5f92664..3412018 100644 --- a/frontend/src/components/UserGoalInput/index.tsx +++ b/frontend/src/components/UserGoalInput/index.tsx @@ -4,6 +4,8 @@ import { SxProps } from '@mui/material'; import Box from '@mui/material/Box'; import IconButton from '@mui/material/IconButton'; import FormControl from '@mui/material/FormControl'; +import Autocomplete from '@mui/material/Autocomplete'; +import TextField from '@mui/material/TextField'; import FilledInput from '@mui/material/FilledInput'; import TelegramIcon from '@mui/icons-material/Telegram'; import CircularProgress from '@mui/material/CircularProgress'; @@ -16,6 +18,18 @@ export interface UserGoalInputProps { export default observer(({ style = {} }: UserGoalInputProps) => { const inputRef = React.useRef<string>(''); const inputElementRef = React.useRef<HTMLInputElement>(null); + const goalOptions = [ +'如何快速筛选慢性肾脏病药物潜在受试者？', +'如何补充“丹芍活血胶囊”不良反应数据？', +'如何快速研发用于战场失血性休克的药物？', +'二维材料的光电性质受哪些关键因素影响？', +'如何通过AI模拟的方法分析材料的微观结构?', +'如何分析获取液态金属热力学参数?', +'如何解决固态电池的成本和寿命难题？', +'如何解决船舶制造中的材料腐蚀难题？', +'如何解决船舶制造中流体模拟和建模优化难题？', + ]; + React.useEffect(() => { if (inputElementRef.current) { if (globalStorage.planManager) { @@ -32,42 +46,70 @@ export default observer(({ style = {} }: UserGoalInputProps) => { ...style, }} > - <FilledInput + <Autocomplete + freeSolo + disableClearable disabled={ globalStorage.api.busy || !globalStorage.api.agentsReady || globalStorage.api.planReady } - placeholder="Yout Goal" - fullWidth - inputRef={inputElementRef} - onChange={event => (inputRef.current = event.target.value)} - size="small" - sx={{ - borderRadius: '10px', - background: '#E1E1E1', - borderBottom: 'none !important', - '&::before': { - borderBottom: 'none !important', - }, - '& > input': { - padding: '10px', - }, + options={goalOptions} + value={inputRef.current || (globalStorage.planManager ? globalStorage.planManager.goal : globalStorage.briefGoal)} + onChange={(event, newValue) => { + if (newValue) { + inputRef.current = newValue; + } }} - startAdornment={ - <Box + onInputChange={(event, newInputValue) => { + inputRef.current = newInputValue; + }} + renderInput={(params) => ( + <TextField + {...params} + variant="filled" + placeholder="请输入你的任务" + fullWidth + size="small" + inputRef={inputElementRef} sx={{ - color: '#4A9C9E', - fontWeight: 800, - fontSize: '18px', - textWrap: 'nowrap', - userSelect: 'none', + borderRadius: '10px', + background: '#E1E1E1', + borderBottom: 'none !important', + '& .MuiFilledInput-root': { + height: '45px', + borderRadius: '10px', + background: '#E1E1E1', + paddingTop: '5px', + borderBottom: 'none !important', + '&::before': { + borderBottom: 'none !important', + }, + '&::after': { + borderBottom: 'none !important', + }, + }, }} - > - \General Goal: - </Box> - } - /> + InputProps={{ + ...params.InputProps, + startAdornment: ( + <Box + sx={{ + color: '#4A9C9E', + fontWeight: 800, + fontSize: '18px', + textWrap: 'nowrap', + userSelect: 'none', + }} + > + 任务 + </Box> + ), + }} + /> + )} + /> + {globalStorage.api.planGenerating ? ( <CircularProgress sx={{ diff --git a/frontend/src/components/ViewConnector/index.tsx b/frontend/src/components/ViewConnector/index.tsx index 54011bf..82f56a1 100644 --- a/frontend/src/components/ViewConnector/index.tsx +++ b/frontend/src/components/ViewConnector/index.tsx @@ -88,24 +88,24 @@ export default observer(() => { setConnectors(<></>); } const outlinePosition = - ElementToLink[0]?.current?.getBoundingClientRect?.(); + ElementToLink[1]?.current?.getBoundingClientRect?.(); if (!outlinePosition) { return; } - const agentRects = ElementToLink[1] + const agentRects = ElementToLink[0] .map(ele => ele.current?.getBoundingClientRect?.() as DOMRect) .filter(rect => rect); if (agentRects.length === 0) { return; } const agentsPosition = mergeRects(...agentRects); - const descriptionPosition = - ElementToLink[2]?.current?.getBoundingClientRect?.(); - if (!descriptionPosition) { - return; - } + // const descriptionPosition = + // ElementToLink[2]?.current?.getBoundingClientRect?.(); + // if (!descriptionPosition) { + // return; + // } - const LogRects = ElementToLink[3] + const LogRects = ElementToLink[2] .map(ele => ele?.current?.getBoundingClientRect?.() as DOMRect) .filter(rect => rect); if (LogRects.length > 0) { @@ -115,15 +115,14 @@ export default observer(() => { setConnectors( drawConnectors( - outlinePosition, agentsPosition, - descriptionPosition, + outlinePosition, logPosition, ), ); } else { setConnectors( - drawConnectors(outlinePosition, agentsPosition, descriptionPosition), + drawConnectors(agentsPosition,outlinePosition), ); } } catch (e) { diff --git a/frontend/src/routes/page.tsx b/frontend/src/routes/page.tsx index c49549a..91e49e1 100644 --- a/frontend/src/routes/page.tsx +++ b/frontend/src/routes/page.tsx @@ -99,16 +99,7 @@ export default React.memo(() => { }} /> <Box sx={{ height: 0, flexGrow: 1, display: 'flex' }}> - <ResizeableColumn columnWidth="25%"> - <Outline - style={{ - height: '100%', - width: '100%', - marginRight: '6px', - }} - /> - </ResizeableColumn> - <ResizeableColumn columnWidth="25%"> + <ResizeableColumn columnWidth="19%"> <AgentBoard style={{ height: '100%', @@ -118,8 +109,8 @@ export default React.memo(() => { onAddAgent={() => setShowAgentHiring(true)} /> </ResizeableColumn> - <ResizeableColumn columnWidth="25%"> - <ProcessDiscrption + <ResizeableColumn columnWidth="26%"> + <Outline style={{ height: '100%', width: '100%', @@ -127,6 +118,15 @@ export default React.memo(() => { }} /> </ResizeableColumn> + {/* <ResizeableColumn columnWidth="25%"> + <ProcessDiscrption + style={{ + height: '100%', + width: '100%', + marginRight: '6px', + }} + /> + </ResizeableColumn> */} <ProcessRehearsal style={{ height: '100%', diff --git a/frontend/src/static/AgentIcons/Abigail_Chen_military.png b/frontend/src/static/AgentIcons/Abigail_Chen_military.png new file mode 100644 index 0000000000000000000000000000000000000000..08e6eaf1b72dd6436bc8c1a89615278eb5efed7d GIT binary patch literal 421353 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a/frontend/src/storage/index.ts b/frontend/src/storage/index.ts index a9fadc4..f865dd1 100644 --- a/frontend/src/storage/index.ts +++ b/frontend/src/storage/index.ts @@ -285,17 +285,15 @@ export class GlobalStorage { } public get ElementToLink(): [ - React.RefObject<HTMLElement> | undefined, React.RefObject<HTMLElement>[], React.RefObject<HTMLElement> | undefined, (React.RefObject<HTMLElement> | undefined)[], ] { return [ - this.refMap.OutlineCard.get(this.focusingStepTaskId ?? ''), this.focusingStepTask?.agentSelection?.agents?.map( agent => this.refMap.AgentCard.get(agent) ?? [], ) ?? ([] as any), - this.refMap.DiscriptionCard.get(this.focusingStepTaskId ?? ''), + this.refMap.OutlineCard.get(this.focusingStepTaskId ?? ''), this.logManager.outdate ? [] : [ diff --git a/frontend/src/storage/plan/action.ts b/frontend/src/storage/plan/action.ts index bcf0d25..8f1f1e4 100644 --- a/frontend/src/storage/plan/action.ts +++ b/frontend/src/storage/plan/action.ts @@ -11,6 +11,17 @@ export enum ActionType { Finalize = 'Finalize', } +export const getActionTypeDisplayText = (actionType: ActionType | string): string => { + const displayMap: Record<string, string> = { + [ActionType.Propose]: '提议', + [ActionType.Critique]: '评审', + [ActionType.Improve]: '改进', + [ActionType.Finalize]: '总结', + }; + + return displayMap[actionType] || actionType; +}; + const AgentActionStyles = new Map<ActionType | '', SxProps>([ [ActionType.Propose, { backgroundColor: '#B9EBF9', borderColor: '#94c2dc' }], [ActionType.Critique, { backgroundColor: '#EFF9B9', borderColor: '#c0dc94' }], diff --git a/frontend/src/storage/plan/stepTask.ts b/frontend/src/storage/plan/stepTask.ts index a832086..3c84522 100644 --- a/frontend/src/storage/plan/stepTask.ts +++ b/frontend/src/storage/plan/stepTask.ts @@ -20,7 +20,7 @@ const nameJoin = (names: string[]) => { const last = tmp.pop()!; let t = tmp.join(', '); if (t.length > 0) { - t = `${t} and ${last}`; + t = `${t} 和 ${last}`; } else { t = last; } @@ -102,14 +102,14 @@ export class StepTaskNode implements INodeBase { text: this.output, style: { background: '#FFCA8C' }, }; - outputSentence = `to obtain !<${indexOffset}>!`; + outputSentence = `得到 !<${indexOffset}>!`; } // Join them togeter let content = inputSentence; if (content) { - content = `Based on ${content}, ${nameSentence} perform the task of !<${actionIndex}>!`; + content = `基于${content}, ${nameSentence} 执行任务 !<${actionIndex}>!`; } else { - content = `${nameSentence} perform the task of !<${actionIndex}>!`; + content = `${nameSentence} 执行任务 !<${actionIndex}>!`; } if (outputSentence) { content = `${content}, ${outputSentence}.`;