Neural Networks, Kolmogorov Arnold Network, AI.
compared to MLPs. This efficiency is evident in complex tasks like solving partial differential equations (PDEs), where a KAN model is demonstrated to be both more accurate and parameter-efficient: with fewer parameters.MSEKAN​<MSEMLP​,with fewer parameters. 3. Enhanced Interpretability: The