146 citations · 169 across the 9 of their papers we have counts for
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cond-mat.soft2025★ 13 cited
Biaxial characterization of soft elastomers: experiments and data-adaptive configurational forces for fracture
Miguel Angel Moreno-Mateos, Simon Wiesheier, Ali Esmaeili +2
Understanding the fracture mechanics of soft solids remains a fundamental challenge due to their complex, nonlinear responses under large deformations. While multiaxial loading is…
cs.CE2025★ 5 cited
Neural networks meet hyperelasticity: A monotonic approach
Dominik K. Klein, Mokarram Hossain, Konstantin Kikinov +3
We apply physics-augmented neural network (PANN) constitutive models to experimental uniaxial tensile data of rubber-like materials whose behavior depends on manufacturing paramete…