Physics-informed neural networks for solving nonlinear diffusivity and Biot's equations

This paper presents the potential of applying physics-informed neural networks for solving nonlinear multiphysics problems, which are essential to many fields such as biomedical engineering, earthquake prediction, and underground energy harvesting. Specifically, we investigate how to extend the meth...

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Veröffentlicht in:PloS one 2020-05, Vol.15 (5), p.e0232683-e0232683
Hauptverfasser: Kadeethum, Teeratorn, Jørgensen, Thomas M, Nick, Hamidreza M
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Sprache:eng
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