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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Detalles Bibliográficos
Autores principales: Kadeethum, Teeratorn, Jørgensen, Thomas M., Nick, Hamidreza M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7202655/
https://www.ncbi.nlm.nih.gov/pubmed/32374751
http://dx.doi.org/10.1371/journal.pone.0232683

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7202655/
https://www.ncbi.nlm.nih.gov/pubmed/32374751
http://dx.doi.org/10.1371/journal.pone.0232683

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