---
id: 20260520-T0-10
title: "CAX-Agent：轻量级APDL自动化代理工具"
title_en: "CAX-Agent: Lightweight Tool for APDL Automation"
url: https://ai.daily.yangsir.net/daily/20260520-T0-10
issue_date: 2026-05-20
publish_date: 2026-05-19T04:00:00.000Z
category: tools
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2605.15218
---

# CAX-Agent：轻量级APDL自动化代理工具

研究人员开发了CAX-Agent，一个轻量级代理工具，用于提高MAPDL有限元模拟中LLM的可靠性。该工具通过结构化执行控制、工具封装和故障恢复机制，解决了LLM输出不一致和任务失败率高的问题。这将大幅提升AI在工程仿真中的应用效果。

## English Version

**CAX-Agent: Lightweight Tool for APDL Automation**

Researchers developed CAX-Agent, a lightweight tool for improving LLM reliability in MAPDL finite-element simulation. It addresses output inconsistency and high task failure rates through structured execution control, tool encapsulation, and fault recovery mechanisms. This significantly enhances AI application in engineering simulations.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2605.15218)

**详情页**：https://ai.daily.yangsir.net/daily/20260520-T0-10

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