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Physics Informed Learning Python Packages

Python packages with the GitHub topic physics-informed-learning. Sorted by monthly downloads, with stars and forks.
lululxvi
deepxde

A library for scientific machine learning and physics-informed learning

9K 4K 1K
tensordiffeq
tensordiffeq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

324 118 43
DiogoRibeiro7
pinn-rk

Runge–Kutta Physics-Informed Neural Networks with time-discrete losses (Gauss/Radau/Lobatto) in PyTorch.

86 1 0
smrfeld
physdbd

Physics-based machine learning with dynamic Boltzmann distributions

65 2 0
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