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

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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Mingchao Cai, Huipeng Gu, Pengxiang Hong, Jingzhi Li
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	Frontiers Media S.A. 2023-08-01
Cyfres:	Frontiers in Applied Mathematics and Statistics
Pynciau:	physics-informed neural networks the fixed-stress method Biot's model iterative algorithm separated networks
Mynediad Ar-lein:	https://www.frontiersin.org/articles/10.3389/fams.2023.1206500/full

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