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57

307

mit

11

Physics-Informed Neural networks for Advanced modeling

ode pde pinn python pytorch modeling lightining deep-learning hacktoberfest neural-networks machine-learning neural-operators physics-informed equation-learning differential-equations physics-informed-neural-networks

Created 2021-11-29

275 commits to master branch, last one a day ago

87

242

mit

13

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

tf2 physics-informed deep-neural-networks mechanical-engineering partial-differential-equations

Created 2019-07-04

67 commits to master branch, last one 4 years ago

30

83

mit

6

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

deep-learning physics-informed bayesian-surrogate physics-constrained convolutional-neural-networks partial-differential-equations

This repository has been archived (exclude archived)

Created 2019-06-18

8 commits to master branch, last one 2 years ago