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Xi-Meng Wang

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Open access Sep 2026

CoRoPINN: Cognitive region optimized physics-informed neural networks

The solution of partial differential equations (PDEs) remains a significant problem in scientific computing. Although physics-informed neural networks (PINNs) provide a mesh-free paradigm, pointwise constraints offer limited supervision between collocation points and uniform training can under-resolve regions with grea...

Jing-Cong Li, Yu Liao, Xi-Meng Wang et al. · 0 citations

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