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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 2.7k 638

2. Autodesk/XLB Autodesk/XLB Public

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

   Python 455 76

3. NVIDIA/earth2studio NVIDIA/earth2studio Public

   Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

   Python 754 170

4. PhantomGaze PhantomGaze Public

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

   Python 29 4

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

   A Lattice Boltzmann fluid flow simulation written in Tensorflow.

   Python 129 54

6. Phy-Net Phy-Net Public

   compressing physics with neural networks

   Python 159 54