Interface crack analysis in 2D bounded dissimilar materials using an enriched physics-informed neural networks

Cites Work

An element-free Galerkin method for three-dimensional fracture mechanics
Effects of interface wettability on microscale flow by molecular dynamics simulation
An adaptive multiscale approach for identifying multiple flaws based on XFEM and a discrete artificial fish swarm algorithm
Meshless simulation of anti-plane crack problems by the method of fundamental solutions using the crack Green's function
Determining the defect locations and sizes in elastic plates by using the artificial neural network and boundary element method
An efficient meshless method for bimaterial interface cracks in 2D thin-layered coating structures
When and why PINNs fail to train: a neural tangent kernel perspective
Dynamic XFEM-based detection of multiple flaws using an improved artificial bee colony algorithm
Adaptive activation functions accelerate convergence in deep and physics-informed neural networks
Heritage and early history of the boundary element method
Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
A nodal integration technique for meshfree radial point interpolation method (NI-RPIM)
Analysis of dynamic crack propagation in two-dimensional elastic bodies by coupling the boundary element method and the bond-based peridynamics
The extended/generalized finite element method: An overview of the method and its applications
Understanding and Mitigating Gradient Flow Pathologies in Physics-Informed Neural Networks
Localized Method of Fundamental Solutions for Three-Dimensional Elasticity Problems: Theory
A hybrid numerical method for non-linear transient heat conduction problems with temperature-dependent thermal conductivity
Electroelastic Analysis of Two-Dimensional Piezoelectric Structures by the Localized Method of Fundamental Solutions
Physics-informed neural network frameworks for crack simulation based on minimized peridynamic potential energy
Solving groundwater flow equation using physics-informed neural networks
An enriched radial integration method for evaluating domain integrals in transient boundary element analysis
Physical informed neural network for thermo-hydral analysis of fire-loaded concrete

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