Constitutive model characterization and discovery using physics-informed deep learning

Ehsan Haghighat, Sahar Abouali, Reza Vaziri

Classically, the mechanical response of materials is described through constitutive models, often in the form of constrained ordinary differential equations. These models have a ve…