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  1. Applied-Deep-Learning Applied-Deep-Learning Public

    Applied Deep Learning Course

    3.2k 668

  2. PINNs PINNs Public

    Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

    Python 3.9k 1.3k

  3. DeepHPMs DeepHPMs Public

    Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

    Python 267 159

  4. HFM HFM Public

    Hidden Fluid Mechanics

    Python 300 122

  5. HPM HPM Public

    Hidden physics models: Machine learning of nonlinear partial differential equations

    MATLAB 141 78

  6. FBSNNs FBSNNs Public

    Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

    Python 147 73