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Physics Informed Machine Learning Python Packages

Python packages with the GitHub topic physics-informed-machine-learning. Sorted by relevance, with stars and monthly downloads.
FhG-IISB
jax-neural-operators

JAX library for neural operator and PDE foundation model training.

781 8 0
MechanicsDSL
mechanicsdsl-datasets

Reference datasets for physics parameter estimation and inverse problem benchmarking. Includes synthetic datasets with known ground truth, experimentally collected trajectories, and paired MCMC and Sobol analysis example scripts.

420 0 0
hewlettpackard
separable-operator-networks

Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.

191 39 1
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