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Zhuoxiao Lin

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#artificial intelligence Preprint Aug 2026

Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields

Results show that agent-guided hypothesis refinement can recover heterogeneous governing laws without prescribing a parametric form for their spatial coefficients.

Yu-Jie Huang, Wenwu He, Zhuoxiao Lin et al. · 0 citations