Machine learning approach to single-shot multiparameter estimation for the non-linear Schrödinger equation

Louis Rossignol, Tangui Aladjidi, Myrann Baker-Rasooli +1

The nonlinear Schrödinger equation (NLSE) is a fundamental model for wave dynamics in nonlinear media ranging from optical fibers to Bose-Einstein condensates. Accurately estimatin…