Deep learning predicts path-dependent plasticity

Mozaffar, M; Bostanabad, R; Chen, W; Ehmann, K; Cao, J; Bessa, MA

Cao, J (reprint author), Northwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA.; Bessa, MA (reprint author), Delft Univ Technol, Dept Mat Sci & Engn, NL-2628 CD Delft, Netherlands.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019; 116 (52): 26414

Abstract

Plasticity theory aims at describing the yield loci and work hardening of a material under general deformation states. Most of its complexity arises f......

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