Machine learning classification of dynamical phases in a driven nonlinear Su-Schrieffer-Heeger lattice

Chukwunaedum Patrick Izediuno, Ghada H. Alharbi, Stephan Wong +4

Driven nonlinear photonic lattices can settle into steady, symmetry-broken, periodic, or chaotic states, and mapping where each occurs in parameter space is key to device design. B…