589 citations · 1.1k across the 12 of their papers we have counts for
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physics.optics2023★ 6 cited
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…
physics.flu-dyn2023★ 73 cited
Water-Wave Vortices and Skyrmions
Daria A. Smirnova, Franco Nori, Konstantin Y. Bliokh
Topological wave structures -- phase vortices, skyrmions, merons, etc. -- are attracting enormous attention in a variety of quantum and classical wave fields. Surprisingly, these s…