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1. red-diffeq red-diffeq Public

   RED-DiffEq: Regularization by denoising diffusion models for solving inverse PDE problems with application to full waveform inversion

   Jupyter Notebook 11 3

2. rams rams Public

   RAMS: Residual-based adversarial-gradient moving sample method for scientific machine learning in solving partial differential equations

   Python

3. noem noem Public

   Neural-operator element method

   Python 63 7

4. manifold-deeponet manifold-deeponet Public

   Solving forward and inverse partial differential equation problems on unknown manifolds via physics-informed neural operators

   C++ 3 1

5. federated-sciml federated-sciml Public

   Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity

   Python 7 1

6. one-shot-pde one-shot-pde Public

   One-shot learning for solution operators of partial differential equations

   Jupyter Notebook 30 6