146 citations · 169 across the 9 of their papers we have counts for
3 papers · 1 filter
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…
A unified numerical approach for soft to hard magneto-viscoelastically coupled polymers
Chennakesava Kadapa, Mokarram Hossain
The last decade has witnessed the emergence of magneto-active polymers (MAPs) as one of the most advanced multi-functional soft composites. Depending on the magnetisation mechanism…
A linearised consistent mixed displacement-pressure formulation for hyperelasticity
Chennakesava Kadapa, Mokarram Hossain
We propose a novel mixed displacement-pressure formulation based on an energy functional that takes into account the relation between the pressure and the volumetric energy functio…