A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning

no code implementations • 9 Apr 2021 • Reza Sepasdar, Anuj Karpatne, Maryam Shakiba

The proposed deep learning framework predicts the post-failure full-field stress distribution and crack pattern in two-dimensional representations of the composites based on the geometry of microstructures.