34 citations · 49 across the 2 of their papers we have counts for
2 papers
cs.CE2023★ 34 cited
Physics-informed Data-driven Discovery of Constitutive Models with Application to Strain-Rate-sensitive Soft Materials
Kshitiz Upadhyay, Jan N. Fuhg, Nikolaos Bouklas +1
A novel data-driven constitutive modeling approach is proposed, which combines the physics-informed nature of modeling based on continuum thermodynamics with the benefits of machin…
physics.bio-ph2021★ 15 cited
Data-driven Uncertainty Quantification in Computational Human Head Models
Kshitiz Upadhyay, Dimitris G. Giovanis, Ahmed Alshareef +6
Computational models of the human head are promising tools for estimating the impact-induced response of brain, and thus play an important role in the prediction of traumatic brain…