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1. mlconservation_code mlconservation_code Public

   TensorFlow implementation of neural network solvers for dynamical systems with exact conservation laws

   Jupyter Notebook 8 2

2. NeuralPDE NeuralPDE Public

   PyTorch/Firedrake implementation of machine learning surrogate models for time dependent PDEs

   Python

3. JaxMaterials JaxMaterials Public

   Jax / CUDA implementation of highly efficient solvers for the equations of linear elasticity

   Python

4. MultigridMC MultigridMC Public

   Implementation of Multigrid Monte Carlo for posterior sampling in spatial statistics

   C++ 1

5. PEDS PEDS Public

   PyTorch implementation of Physics Enhanced Deep Surrogate models

   Python 1

6. mlmcpathintegral mlmcpathintegral Public

   Implementation of multilevel Markov Chain Monte Carlo methods for the path integral formulation of quantum mechanics.

   C++ 2 1