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  1. phygeonet phygeonet Public

    PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain

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    Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

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    Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control

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    Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- parametric forward SR and boundary inference

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