Physics-Encoded Finite Element Network to Handle Concentration Features and Multi-Material Heterogeneity in Hyperelasticity

Author:

Wang Xi,Yin Zhen-Yu

Publisher

Elsevier BV

Reference57 articles.

1. Using a physicsinformed neural network and fault zone acoustic monitoring to predict lab earthquakes;P Borate;Nat Commun,2023

2. Data-driven multiscale modelling of granular materials via knowledge transfer and sharing;T Qu;International Journal of Plasticity,2023

3. Physics-constrained hierarchical data-driven modelling framework for complex path-dependent behaviour of soils;P Zhang;International Journal for Numerical and Analytical Methods in Geomechanics,2022

4. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations;M Raissi;Journal of Computational Physics,2019

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