Using Deep Learning to Predict Fracture Patterns in Crystalline Solids

Fracture is a catastrophic and complex process that involves various time and length scales. Scientists have devoted vast efforts toward understanding the underlying mechanisms for centuries, with much work left in terms of predictability of models and fundamental understanding. To this end, we pres...

Full description

Bibliographic Details
Main Authors: Hsu, Yu-Chuan, Yu, Chi-Hua, Buehler, Markus J
Other Authors: Massachusetts Institute of Technology. Laboratory for Atomistic and Molecular Mechanics
Format: Article
Language:English
Published: Elsevier BV 2021
Online Access:https://hdl.handle.net/1721.1/132724