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Cheng-Xin Xu

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#artificial intelligence Preprint Sep 2026

Rules to Tools: Executable Checks for LLM Agents in Scientific Computing

Scientific coding agents receive equations, boundary conditions, and output requirements in writing, then must assess the programs they revise. Rules to Tools (R2T) supplies prepared executable checks of public scientific requirements. Matched SciCode repair groups share written checks, starting programs, model, and bu...

Jing-Jie Ning, Guo-Jiang Zhao, Cheng-Xin Xu et al. · 0 citations

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