2 citations · 2 across the 4 of their papers we have counts for
3 papers · 1 filter
Unsupervised Constitutive Model Discovery from Sparse and Noisy Data
Vahab Knauf Narouie, Jorge-Humberto Urrea-Quintero, Fehmi Cirak +1
Recently, unsupervised constitutive model discovery has gained attention through frameworks based on the Virtual Fields Method (VFM), most prominently the EUCLID approach. However,…
A comparative analysis of transient finite-strain coupled diffusion-deformation theories for hydrogels
Jorge-Humberto Urrea-Quintero, Michele Marino, Thomas Wick +1
This work presents a comparative review and classification between some well-known thermodynamically consistent models of hydrogel behavior in a large deformation setting, specific…
Parameter identification and uncertainty propagation of hydrogel coupled diffusion-deformation using POD-based reduced-order modeling
Gopal Agarwal, Jorge-Humberto Urrea-Quintero, Henning Wessels +1
This study explores reduced-order modeling for analyzing the time-dependent diffusion-deformation of hydrogels. The full-order model describing hydrogel transient behavior consists…