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1. NPJCOMPUMATS-03747 NPJCOMPUMATS-03747 Public

   Learning two-phase microstructure evolution using neural operators and autoencoder architectures

   Python 26 8

2. UNetForMicrostructureEvolution UNetForMicrostructureEvolution Public

   Rethinking materials simulations: Blending DNS with Neural Operators

   Python 22

3. NeuralOperator_DiffusionModel NeuralOperator_DiffusionModel Public

   Jupyter Notebook 55 5

4. Gen4Turbulence Gen4Turbulence Public

   Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction

   Jupyter Notebook 22 3

5. EquilibriumConservingOperator EquilibriumConservingOperator Public

   A Physics-based Neural Superresolution framework

   5