MLPs and KANs for data-driven learning in physical problems: A performance comparison

Raghav Pant, Sikan Li, Xingjian Li +2

There is increasing interest in solving partial differential equations (PDEs) by casting them as machine learning problems. Recently, there has been a spike in exploring Kolmogorov…