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  1. isds-neu/PhyCRNetisds-neu/PhyCRNetPublic

    Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

    Python 169 39

  2. isds-neu/PeRCNNisds-neu/PeRCNNPublic

    Encoding physics to learn reaction-diffusion processes

    Python 112 28

  3. PhySRPhySRPublic

    Physics-informed deep super-resolution of spatiotemporal data

    Python 50 6

  4. erichson/SuperBencherichson/SuperBenchPublic

    Jupyter Notebook 55 10

  5. cgm-gmcgm-gmPublic

    [Nature Comm] Conditional generative models for earthquake ground motions

    Jupyter Notebook 13 2

  6. seismic_modelingseismic_modelingPublic

    SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain

    Python 22 2