Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models

This research introduces inelastic Constitutive Kolmogorov-Arnold Networks (iCKANs), a novel architecture leveraging the Kolmogorov-Arnold representation the...

Level: expert

By Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian J. Cyron, Kevin Linka

Category: research