Physics-based Machine Learning for Computational Fracture Mechanics

Fadi Aldakheel, Elsayed S. Elsayed, Yousef Heider +1

This study introduces a physics-based machine learning framework for modeling both brittle and ductile fractures. Unlike physics-informed neural networks, which solve partial diffe…