513 citations
- Saratov State UniversityRU22 papers
- University of PotsdamDE11 papers
- Institute of Applied PhysicsMD9 papers
- Ulyanovsk State UniversityRU8 papers
- Oakland UniversityUS7 papers
- Adam Mickiewicz University in PoznańPL6 papers
- Donetsk National Technical UniversityUA6 papers
- National Academy of Sciences of UkraineUA6 papers
- Nizhny Novgorod State Pedagogical UniversityRU6 papers
- Australian National UniversityAU4 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Ben-Gurion University of the NegevIL3 papers
84 papers
Data-driven model reconstruction for nonlinear wave dynamics
Ekaterina Smolina, Lev Smirnov, Daniel Leykam +2
The use of machine learning to predict wave dynamics is a topic of growing interest, but commonly-used deep learning approaches suffer from a lack of interpretability of the traine…
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…
Dynamics of oscillator populations globally coupled with distributed phase shifts
Lev A. Smirnov, Arkady Pikovsky
We consider a population of globally coupled oscillators in which phase shifts in the coupling are random. We show that in the maximally disordered case, where the pairwise shifts…
Self-steepening-induced stabilization of nonlinear edge waves at photonic valley-Hall interfaces
Ekaterina O. Smolina, Lev A. Smirnov, Daniel Leykam +1
Localized nonlinear modes at valley-Hall interfaces in staggered photonic graphene can be described in the long-wavelength limit by a nonlinear Dirac-like model including spatial d…
Finite-density-induced motility and turbulence of chimera solitons
L. A. Smirnov, M. I. Bolotov, D. I. Bolotov +2
We consider a one-dimensional oscillatory medium with a coupling through a diffusive linear field. In the limit of fast diffusion this setup reduces to the classical Kuramoto-Batto…
Relativistic kinetic theory: toward the microscopic substantiation of zeroth law of thermodynamics
A. Yu. Zakharov, V. V. Zubkov
An exact closed relativistic kinetic equation is derived for a system of identical classical particles interacting with each other through a scalar field. The microscopic determini…