Data-driven model discovery with Kolmogorov-Arnold networks

Mohammadamin Moradi, Shirin Panahi, Erik M. Bollt +1

Data-driven model discovery of complex dynamical systems is typically done using sparse optimization, but it has a fundamental limitation: sparsity in that the underlying governing…