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04/13/2023
Physics-informed radial basis network (PIRBN): A local approximation neural network for solving nonlinear PDEs
Our recent intensive study has found that physics-informed neural networ...
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10/17/2022
An introduction to programming Physics-Informed Neural Network-based computational solid mechanics
Physics-informed neural network (PINN) has recently gained increasing in...
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03/29/2021
Fatigue crack propagation in carbon steel using RVE based model
A representative volume element (RVE) based multi-scale method is propos...
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08/12/2020
Molecular dynamics simulation of crack growth in mono-crystal nickel with voids and inclusions
In this study, the crack propagation of the pre-cracked mono-crystal nic...
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10/16/2018