Energy-Dissipative Evolutionary Kolmogorov-Arnold Networks for Complex PDE Systems

Guang Lin, Changhong Mou, Jiahao Zhang

We introduce evolutionary Kolmogorov-Arnold Networks (EvoKAN), a novel framework for solving complex partial differential equations (PDEs). EvoKAN builds on Kolmogorov-Arnold Netwo…