Error bounds for Physics Informed Neural Networks in Generalized KdV Equations placed on unbounded domains

Ricardo Freire, Claudio Muñoz, Nicolás Valenzuela

In this paper we study a rigorous setting for the numerical approximation via deep neural networks of the generalized Korteweg-de Vries (gKdV) model in one dimension, for subcritic…