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Physics-informed neural network solution of thermo-hydro-mechanical (THM) processes in porous media

Physics-Informed Neural Networks (PINNs) have received increased interest for forward, inverse, and surrogate modeling of problems described by partial differential equations (PDE).

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Danial Aminia, Ehsan Haghighat, Ruben Juanes (2024). Dataset: Physics-informed neural network solution of thermo-hydro-mechanical (THM) processes in porous media. https://doi.org/10.57702/cu8u2thl

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Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.1061/(ASCE)EM.1943-7889.0002156
Author Danial Aminia
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Ehsan Haghighat
Ruben Juanes