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

   Python 2.6k 618

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

   Python 725 159

3. 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 319 120

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

   Python 49 17

5. Transformers for modeling physical systems

   Python 148 36

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

   Python 93 30