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Weizhen Liu

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

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AICO: An LLM-Driven Automatic Optimization Framework for Large-Scale Industrial Simulation and Design

Number of pages: 32 Posted: 13 Feb 2026
Chenglin Ye, Erpin Zhang, Weizhen Liu, Shenglong Qiang, Yu-Yan Xu, Wei Zeng and Helin Gong
Shanghai Jiao Tong University, Shanghai Jiao Tong University, Sichuan University, Nuclear Power Institute of China (NPIC), Shanghai Jiao Tong University, affiliation not provided to SSRN and Shanghai Jiao Tong University
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Large Language Models, Simulation-Driven Optimization, Black-Box Optimization, High-Fidelity Simulation, Industrial Design Automation