Kolmogorov--Arnold networks in molecular dynamics

Yuki Nagai, Masahiko Okumura

We explore the integration of Kolmogorov Networks (KANs) into molecular dynamics (MD) simulations to improve interatomic potentials. We propose that widely used potentials, such as…