PyRank

Pinns Python Packages

Python packages with the GitHub topic pinns. Sorted by relevance, with stars and monthly downloads.
f-dangel
jet-for-pytorch

Taylor mode automatic differentiation (jets) in PyTorch

722 13 0
rannd1nt
phaethon

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

652 4 0
tensordiffeq
tensordiffeq

Distributed PDE Solver in Tensorflow

372 118 43
rezaakb
pinnstorch

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

322 922 147
zranndts
unitflex

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

322 4 0
josegarciav
pinnrl

Physics-Informed Neural Networks with RL-based adaptive sampling for solving PDEs

196 1 0
rezaakb
pinnstf2

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

127 166 38
rezaakb
pinnsjax

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

83 72 15