Kolmogorov-Arnold Networks (KANs) and Lennard Jones

KANs have been a hot topic of discussion recently (arxiv.org/abs/.... Here I explore using them as an alternative to a neural network for a simple atomistic potential using Lennard Jones data.
See kitchingroup.c....