AutoFOAM：自精炼自主 OpenFOAM 智能体

AI 摘要

AutoFOAM 是一个基于大型语言模型的自进化智能体，可根据自然语言指令自动创建、评估、运行和优化 OpenFOAM 计算流体力学模拟。该模型基于 Qwen-coder 2.5-14B 微调，采用七阶段进化循环和三种防退化机制，旨在降低 CFD 使用门槛并加速原型设计。

正文节选

Computer Science > Artificial Intelligence Title:AutoFOAM: The Self-Refining Autonomous OpenFOAM Agent View PDF HTML (experimental) Abstract:Computational Fluid Dynamics (CFD) plays an important role in modern engineering, but using open-source solvers such as OpenFOAM requires considerable knowledge and skills, as well as time-consuming configuration file setup. To reduce this burden, we propose AutoFOAM - a self-evolving large language model (LLM) agent that creates, evaluates, run

发布时间：2026-08-04 12:00

抓取时间：2026-08-04 12:07

来源机构：arXiv