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Pinns Python Packages

Python packages with the GitHub topic pinns. Sorted by relevance, with stars and monthly downloads.
josegarciav
pinnrl

Adaptive Collocation in Physics-Informed Neural Networks (PINNs).

553 0 0
rannd1nt
phaethon

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

529 4 0
tensordiffeq
tensordiffeq

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

487 118 43
rezaakb
pinnstorch

PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.

313 891 137
zranndts
unitflex

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

250 4 0
f-dangel
jet-for-pytorch

Taylor mode automatic differentiation (jets) in PyTorch

231 12 0
rezaakb
pinnstf2

PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.

91 160 37
rezaakb
pinnsjax

PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.

65 70 14
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