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.
no code implementations • 1 Feb 2021 • Mohammad Hesam Soleimani-Babakamali, Reza Sepasdar, Kourosh Nasrollahzadeh, Rodrigo Sarlo
A novelty detection system of limit-state functions based on GAN and 1-CG models' detection scores is constructed.