Pinned

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 661 136

2. NVIDIA/modulus-launch NVIDIA/modulus-launch Public

   Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

   Python 54 28

3. 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 114 52

4. NVIDIA/earth2mip NVIDIA/earth2mip Public

   Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

   Python 138 36

5. zabaras/transformer-physx zabaras/transformer-physx Public

   Transformers for modeling physical systems

   Python 114 29

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

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

   Python 81 30