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20212026
most citedTheory and implementation of inelastic Constitutive Artificial Neural Networks

83 citations · 191 across the 21 of their papers we have counts for

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cond-mat.mtrl-sci2026

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

Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen +2

A key problem of solid mechanics is the identification of the constitutive law of a material, that is, the relation between strain history and stress. Machine learning has lead to…