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Huang, Zhongyi

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks

    2024 · arXiv (Cornell University)

    In this paper, we derive refined generalization bounds for the Deep Ritz Method (DRM) and Physics-Informed Neural Networks (PINNs). For the DRM, we focus on two prototype elliptic partial differential equations (PDEs): Poisson equation and …