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  1. PINN-laminar-flow PINN-laminar-flow Public

    Physics-informed neural network for solving fluid dynamics problems

    Python 198 51

  2. PINN-elastodynamics PINN-elastodynamics Public

    physics-informed neural network for elastodynamics problem

    Python 119 38

  3. 3D-ConvNeuralNet-material-property-prediction 3D-ConvNeuralNet-material-property-prediction Public

    This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction

    Python 20 9

  4. paulpuren/PhyCRNet paulpuren/PhyCRNet Public

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

    Python 21 5

  5. PeRCNN PeRCNN Public

    Physics-encoded recurrent convolutional neural network

    Python 42 7

  6. isds-neu/PhyCRNet isds-neu/PhyCRNet Public

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

    Python 126 35