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1. deepxde deepxde Public

   A library for scientific machine learning and physics-informed learning

   Python 3.7k 906

2. deeponet deeponet Public

   Learning nonlinear operators via DeepONet

   Python 738 186

3. tutorials tutorials Public

   Tutorials on deep learning, Python, and dissipative particle dynamics

   Jupyter Notebook 204 68

4. sumsjob sumsjob Public

   A simple Linux command-line utility which submits a job to one of the multiple GPU servers

   Python 11 1

5. hpinn hpinn Public

   hPINN: Physics-informed neural networks with hard constraints

   Jupyter Notebook 151 39

6. deep-learning-for-indentation deep-learning-for-indentation Public

   Extraction of mechanical properties of materials through deep learning from instrumented indentation

   Python 72 32