Published June 24, 2021
| Version v1.0
Software
Open
Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations
Authors/Creators
- 1. Pacific Northwest National Laboratory (PNNL)
- 2. University of Illinois Urbana-Champaign
Description
For the release of PINN codes, please refer to the following papers:
He, Q. Z. & Tartakovsky, A. M. (2021) Physics-Informed Neural Network Method for Forwardand Backward Advection-Dispersion Equations. Water Resources Research. https://doi.org/10.1029/2020WR029479
He, Q. Z., Barajas-Solano, D., Tartakovsky, G., & Tartakovsky, A. M. (2020). Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport. Advances in Water Resources, 141, 103610.
Files
qzhe-mechanics/Repo-PINN-ADE-v1.0.zip
Files
(116.8 MB)
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md5:b885e3083b2ab15b7f10606bbf1e4e4b
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Additional details
Related works
- Is supplement to
- https://github.com/qzhe-mechanics/Repo-PINN-ADE/tree/v1.0 (URL)