SINDy-KANs: Sparse identification of non-linear dynamics through Kolmogorov-Arnold networks

Amanda A. Howard, Nicholas Zolman, Bruno Jacob +2

Kolmogorov-Arnold networks (KANs) have arisen as a potential way to enhance the interpretability of machine learning. However, solutions learned by KANs are not necessarily interpr…