Discovering nonlinear resonances through physics-informed machine learning

G. D. Barmparis, G. P. Tsironis

For an ensemble of nonlinear systems that model, for instance, molecules or photonic systems, we propose a method that finds efficiently the configuration that has prescribed trans…