State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification

Gonçalo Granjal Cruz, Balazs Renczes, Mark C Runacres +1

While accurate, black-box system identification models lack interpretability of the underlying system dynamics. This paper proposes State-Space Kolmogorov-Arnold Networks (SS-KAN)…