Learning Traveling Solitary Waves Using Separable Gaussian Neural Networks

Siyuan Xing, Efstathios G. Charalampidis

In this paper, we apply a machine-learning approach to learn traveling solitary waves across various families of partial differential equations (PDEs). Our approach integrates a no…