Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems

Amanda A. Howard, Bruno Jacob, Sarah Helfert +2

Kolmogorov-Arnold networks (KANs) have attracted attention recently as an alternative to multilayer perceptrons (MLPs) for scientific machine learning. However, KANs can be expensi…