Physics-informed neural network for nonlinear dynamics of self-trapped necklace beams

Dongshuai Liu, Wen Zhang, Yanxia Gao +3

A physics-informed neural network (PINN) is used to produce a variety of self-trapped necklace solutions of the (2+1)-dimensional nonlinear Schrödinger/Gross-Pitaevskii equation. W…