A two-stage GPR constitutive model learns intact elasticity and a monotonic damage factor from tension data and extrapolates to compression and shear failure.
Volokh, Modeling failure of soft anisotropic materials with applic ation to arteries, Journal of the Mechanical Behavior of Biomedical Materials 4 (8) (2011) 1582–1594
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A physics-informed data-driven framework for modeling hyperelastic materials with progressive damage and failure
A two-stage GPR constitutive model learns intact elasticity and a monotonic damage factor from tension data and extrapolates to compression and shear failure.