Identifying topology of leaky photonic lattices with machine learning

Ekaterina O. Smolina, Lev A. Smirnov, Daniel Leykam +2

We show how machine learning techniques can be applied for the classification of topological phases in leaky photonic lattices using limited measurement data. We propose an approac…