fig6
Figure 6. The mean absolute error (MAE) of replacing MLPs in the Allegro model with KANs using various basis functions. All three Allegro models using KANs demonstrated lower force and energy MAE than the original Allegro model with MLPs. MLPs: Multi-layer perceptrons; KANs: Kolmogorov-Arnold Networks.
