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

SSRN Electronic Journal 2026 Preprint Open access

Read full text
Authors: Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
DOI: 10.2139/ssrn.6330743
Cited by: 1
References: 42

Fields of Study & Subjects

Machine Learning in Materials Science Model Reduction and Neural Networks Elasticity and Material Modeling

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Document type
Preprint