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1. deepxde deepxde Public

   A library for scientific machine learning and physics-informed learning

   Python 2.7k 755

2. deeponet deeponet Public

   Learning nonlinear operators via DeepONet

   Python 538 144

3. tutorials tutorials Public

   Tutorials on deep learning, Python, and dissipative particle dynamics

   Jupyter Notebook 161 55

4. sumsjob sumsjob Public

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

   Python 9 1

5. hpinn hpinn Public

   hPINN: Physics-informed neural networks with hard constraints

   Jupyter Notebook 115 36

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

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

   Python 58 28