A Physics-Augmented Machine Learning Constitutive Model for Damage in Solids

Amirhossein Amiri-Hezaveh, Adrian Buganza Tepole

We propose a data-driven constitutive framework for anisotropic damage mechanics based on the second-order damage tensor approach for both compressible and incompressible materials…