2 papers
cs.LG2025
A Foundation Model for Material Fracture Prediction
Agnese Marcato, Aleksandra Pachalieva, Ryley G. Hill +14
Accurately predicting when and how materials fail is critical to designing safe, reliable structures, mechanical systems, and engineered components that operate under stress. Yet,…
cond-mat.mtrl-sci2024
Ductile fracture in functionally graded materials: Insight into crack behavior within the gradient interface
Katherine Piper, Vinamra Agrawal
Despite advances in manufacturing making metal functionally graded materials (FGMs) more common, numerical methods for predicting fracture in ductile functionally graded materials…