asKAN: Active Subspace embedded Kolmogorov-Arnold Network

Zhiteng Zhou, Zhaoyue Xu, Yi Liu +1

The Kolmogorov-Arnold Network (KAN) has emerged as a promising neural network architecture for small-scale AI+Science applications. However, it suffers from inflexibility in modeli…