A combination of physics-informed neural networks with the fixed-stress splitting iteration for solving Biot's model

IntroductionBiot's consolidation model in poroelasticity describes the interaction between the fluid and the deformable porous structure. Based on the fixed-stress splitting iterative method proposed by Mikelic et al. (Computat Geosci, 2013), we present a network approach to solve Biot's c...

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Detalles Bibliográficos
Main Authors: Mingchao Cai, Huipeng Gu, Pengxiang Hong, Jingzhi Li
Formato: Artigo
Idioma:English
Publicado: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Acceso en liña:https://www.frontiersin.org/articles/10.3389/fams.2023.1206500/full