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1. NVIDIA/physicsnemo NVIDIA/physicsnemo Public

   Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

   Python 1.3k 296

2. Autodesk/XLB Autodesk/XLB Public

   XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML

   Python 291 37

3. Lattice-Boltzmann-fluid-flow-in-Tensorflow Lattice-Boltzmann-fluid-flow-in-Tensorflow Public

   A Lattice Boltzmann fluid flow simulation written in Tensorflow.

   Python 124 53

4. Phy-Net Phy-Net Public

   compressing physics with neural networks

   Python 154 53

5. Convolutional-LSTM-in-Tensorflow Convolutional-LSTM-in-Tensorflow Public

   An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

   Python 420 162

6. PhantomGaze PhantomGaze Public

   Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.

   Python 24 2