most citedState-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification

6 citations · 6 across the 1 of their papers we have counts for

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1 paper

cs.LG2025★ 6 cited

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)…