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English(EN) VFEAgent: A Multimodal Agent Framework for End-to-End Automated Finite Element Analysis

VFEAgent 使用多模态人工智能自动化复杂的工程分析

研究人员推出 VFEAgent,一个新颖的多模态代理框架,旨在自动化整个有限元分析 (FEA) 工作流程。该系统处理图像输入和问题描述,以提取 FEA 的结构化规范。它利用具有 ReAct 推理的视觉-语言多代理管道和一个包含自调试的代码合成框架,以确保生成的模拟是可执行且物理有效的。在各种工程力学场景中的评估表明,VFEAgent 取得了很高的成功率,在可靠性和正确性方面优于现有的基于 LLM 的方法。 AI

影响 自动化复杂的工程模拟,可能使工程师摆脱繁琐的手动分析,并提高 FEA 的可靠性。

排序理由 这是一篇详细介绍特定领域新人工智能框架的研究论文。 [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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VFEAgent 使用多模态人工智能自动化复杂的工程分析

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这是一篇详细介绍特定领域新人工智能框架的研究论文。 [lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Jiachen Zhang (Peking University, China Agricultural University), Junyi Lao (Peking University), Chenghao Liu (Peking University), Siyuan Liu (Peking University), Shixin Wu (Peking University), Linsen Zhang (Peking University), Boyu Wang (Peking Universi… ·

    VFEAgent:用于端到端自动化有限元分析的多模态Agent框架

    arXiv:2605.28978v1 Announce Type: new Abstract: Finite Element Analysis (FEA) serves as the cornerstone of modern engineering design. However, its workflow is inherently complex and relies heavily on domain expertise. Although recent efforts have integrated Large Language Models …