Application of improved physics-informed neural networks for nonlinear consolidation problems with continuous drainage boundary conditions

Release time:2023-06-29

DOI number:10.1007/s11440-023-01899-0

Journal:Acta Geotechnica

Key Words:Continuous drainage boundary conditions; Hard constraints; Numerical solutions; Parameter inversion; Physics-informed neural network

Co-author:Xin-yan Ma

First Author:Peng Lan

Indexed by:Journal paper

Correspondence Author:Jing-Jing Su, Sheng Zhang

Discipline:Engineering

Document Type:J

Translation or Not:no

Date of Publication:2023-05-23

Included Journals:SCI