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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2020
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| Materias: | |
| 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 |