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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 1.4k 311

2. NVIDIA/physicsnemo-sym NVIDIA/physicsnemo-sym Public

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

   Python 228 88

3. NVIDIA/earth2studio NVIDIA/earth2studio Public

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

   Python 165 45

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

   Transformers for modeling physical systems

   Python 136 37

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

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

   Python 92 30

6. NVIDIA-Omniverse-blueprints/earth2-weather-analytics NVIDIA-Omniverse-blueprints/earth2-weather-analytics Public

   Reference implementation of the Omniverse Blueprint for Earth-2 Weather Analytics.

   Python 9 3