8 citations · 8 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2024
Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems
Kevin Linka, Ellen Kuhl
The ability to automatically discover interpretable mathematical models from data could forever change how we model soft matter systems. For convex discovery problems with a unique…
cs.CE2023★ 8 cited
Benchmarks for physics-informed data-driven hyperelasticity
Vahidullah Tac, Kevin Linka, Francisco Sahli-Costabal +2
Data-driven methods have changed the way we understand and model materials. However, while providing unmatched flexibility, these methods have limitations such as reduced capacity…