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rannd1nt
phaethon

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

3K 4 0
tensordiffeq
tensordiffeq

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

505 119 43
josegarciav
pinnrl

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

480 0 0
rezaakb
pinnstorch

An implementation of PINNs in PyTorch using Lightning and Hydra.

254 879 135
zranndts
unitflex

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

254 4 0
f-dangel
jet-for-pytorch

Taylor-mode automatic differentiation for PyTorch

154 11 0
rezaakb
pinnstf2

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

93 160 37
rezaakb
pinnsjax

An implementation of PINNs in JAX.

67 69 14
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