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1. mango-selm mango-selm Public

   Simulation methods for particle systems, materials, and complex fluids with fluctuating hydrodynamics approaches (stochastic immersed boundary methods, stochastic eulerian-lagrangian methods) [inte…

   Java 12 2

2. geo_neural_op geo_neural_op Public

   Geometric Neural Operators (GNPs) for machine learning tasks on point-cloud representations: curvature estimation, shape deformations, solvers for geometric PDEs. Also, includes weights of pretrain…

   Python 3 1

3. gd-vae/gd-vae gd-vae/gd-vae Public

   Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This includes methods for standard latent spaces or manifold late…

   TeX 28 1

4. mlmod mlmod Public

   Machine learning package for data-driven modeling and simulation of particle systems, materials, and complex fluids (interfaces with LAMMPS MD package)

   C++ 3 4

5. gmls-nets gmls-nets Public

   PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential operators, PDEs, and other features.

   Python 26 6