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, Loss of ellipticity in elasticity with energy limiters , European Journal of Mechanics - A/Solids 63 (2017) 36–42
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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.