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1. isds-neu/PhyCRNet isds-neu/PhyCRNet Public

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

   Python 169 40

2. isds-neu/PeRCNN isds-neu/PeRCNN Public

   Encoding physics to learn reaction-diffusion processes

   Python 111 25

3. PhySR PhySR Public

   Physics-informed deep super-resolution of spatiotemporal data

   Python 49 6

4. erichson/SuperBench erichson/SuperBench Public

   Jupyter Notebook 54 10

5. cgm-gm cgm-gm Public

   Conditional generative models for earthquake ground motions

   Jupyter Notebook 8 1

6. seismic_modeling seismic_modeling Public

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

   Python 19 2