3 citations · 4 across the 2 of their papers we have counts for
2 papers
math.NA2025★ 3 cited
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…
cond-mat.dis-nn2023★ 1 cited
Machine Learning Aided Multiscale Magnetostatics
Fadi Aldakheel, Celal Soyarslan, Hari Subramani Palanisamy +1
Computational material modeling using advanced numerical techniques speeds up the design process and reduces the costs of developing new engineering products. In the field of multi…