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AutoMOOSE:智能体相场模拟软件的用例与逻辑视图

AutoMOOSE: Use Case and Logical Views of Agentic Phase-Field Simulation Software

Sukriti Manna, Henry Chan, Subramanian Sankaranarayanan

arXiv 2608.20571首次发表:更新:

AI 中文总结

AutoMOOSE是一款智能体软件框架,通过1+5架构视图模型设计,可将自然语言请求转换为MOOSE相场模拟,分离物理证伪与自动修复,旨在服务多物理场材料设计。

AI 中文摘要

AutoMOOSE是一款智能体软件框架,可将自然语言请求转换为已执行、筛选和解读的MOOSE相场模拟。我们将AutoMOOSE作为智能体软件部署,补充了此前专注于智能体工具开发的研究工作。通过1+5架构视图模型的用例与逻辑视图,我们描述了该软件框架及架构,涵盖用户角色、组件结构、六智能体流水线、物理插件层、模型上下文协议接口,以及筛选/证伪/恢复循环。该架构将物理证伪与自动修复分离,因此修正后的模拟仍需可检查,且必须重新通过验证才能被接受。我们聚焦于AutoMOOSE框架的软件设计、可扩展性、互操作性与可重用性,以便广泛应用于多物理场材料设计问题。

英文摘要

AutoMOOSE is an agentic software framework that converts a natural-language request into an executed, screened, and interpreted MOOSE phase-field simulation. Here, we deploy AutoMOOSE as a agentic software, complementing our prior work which focused on development of the agentic tool. We describe our software framework and architecture through Use Case and logical views of the 1+5 architectural-views model, covering its user roles, component structure, six-agent pipeline, physics plugin layer, Model Context Protocol interface, and screening/falsification/recovery loop. Our architecture separates physical falsification from automatic repair, so corrected simulations remain inspectable and must be re-admitted before acceptance. We focus on software design, extensibility, interoperability, and reuse of the AutoMoose framework for broad utilization in multiphysics materials design problems.

论文原文

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