Error bounds for Physics Informed Neural Networks in Nonlinear Schrödinger equations placed on unbounded domains

Miguel Á. Alejo, Lucrezia Cossetti, Luca Fanelli +2

We consider the subcritical nonlinear Schrödinger (NLS) in dimension one posed on the unbounded real line. Several previous works have considered the deep neural network approximat…