lululxvi/deepxde

A library for scientific machine learning and physics-informed learning

PythonDockerfiledeep-learningneural-networktensorflowpytorchoperatorpdepaddlepinnjaxscientific-machine-learningmulti-fidelity-dataphysics-informed-learningdeeponet
This is stars and forks stats for /lululxvi/deepxde repository. As of 27 Apr, 2024 this repository has 1907 stars and 622 forks.

DeepXDE DeepXDE is a library for scientific machine learning and physics-informed learning. DeepXDE includes the following algorithms: physics-informed neural network (PINN) solving different problems solving forward/inverse ordinary/partial differential equations (ODEs/PDEs) [SIAM Rev.] solving forward/inverse integro-differential equations (IDEs) [SIAM Rev.] fPINN: solving forward/inverse fractional PDEs (fPDEs) [SIAM J. Sci. Comput.] NN-arbitrary polynomial chaos (NN-aPC): solving forward/inverse...
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