14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2025
eXtended Physics Informed Neural Network Method for Fracture Mechanics Problems
Amin Lotfalian, Mohammad Reza Banan, Pooyan Broumand
This paper presents eXtended Physics-Informed Neural Network (X-PINN), a novel and robust framework for addressing fracture mechanics problems involving multiple cracks in fracture…
cs.CE2023★ 14 cited
Numerical Modeling of Stress Corrosion Cracking in Steel Structures with Phase Field Method
M. Askari, P. Broumand, M. Javidi
This study presents a novel coupled mechano-electro-chemical formulation for predicting stress corrosion cracking (SCC) phenomena in steel structures using the phase field method.…