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1. NVIDIA/modulus NVIDIA/modulus Public

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

   Python 1k 242

2. NVIDIA/modulus-sym NVIDIA/modulus-sym Public

   Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as higher level abstraction for domain experts

   Python 183 70

3. NVIDIA/earth2studio NVIDIA/earth2studio Public

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

   Python 96 31

4. zabaras/transformer-physx zabaras/transformer-physx Public

   Transformers for modeling physical systems

   Python 129 32

5. cics-nd/ar-pde-cnn cics-nd/ar-pde-cnn Public archive

   Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

   Python 86 30