activity
20182025
most citedPredicting VCSEL Emission Properties Using Transformer Neural Networks

6 citations · 11 across the 8 of their papers we have counts for

collaborators

8 papers

cond-mat.dis-nn2025

Instant prediction of relaxation in moiré superlattices using neural networks

Aleksei V. Belonovskii, Elizaveta I. Girshova, Erkki Lähderanta +1

The relaxation of moiré superlattices in twisted bilayers of transition metal dichalcogenides (TMDs) has been modeled using a set of neural-network-based approaches. We implemented…

physics.soc-ph2025

Integrated oxy-fuel municipal solid waste incineration with flue gas recirculation, condensation filtration, and CCUS: a generic feasibility study

Mikhail Kaliteevski, Leonid Chechurin, Maxim Permyakov +2

A method of waste incineration using pure oxygen or atmospheric air enriched with oxygen is proposed, demonstrating several advantages over conventional burning in atmospheric air.…

cond-mat.dis-nn2024★ 6 cited

Predicting VCSEL Emission Properties Using Transformer Neural Networks

Aleksei V. Belonovskii, Elizaveta I. Girshova, Erkki Lähderanta +1

This study presents an innovative approach to predicting VCSEL emission characteristics using transformer neural networks. We demonstrate how to modify the transformer neural netwo…

physics.app-ph2020

Proposal for photoacoustic ultrasonic generator based on Tamm plasmon structures

Elizaveta I. Girshova, Alena P. Mikitchuk, Alexey V. Belonovski +6

The scheme of generation of ultrasound waves based on optically excited Tamm plasmon structures is proposed. It is shown that Tamm plasmon structures can provide total absorption o…

physics.optics2020

Control of the surface plasmon dispersion and Purcell effect at the metamaterial-dielectric interface

Elizaveta I. Girshova, Konstantin A. Ivanov, Konstantin M. Morozov +2

The use of metamaterial as a way to mitigate the negative effects of absorption in metals on the Purcell effect in metal-dielectric structures is investigated. A layered metal-diel…

physics.app-ph2019

Modification of Excitonic Emission in GaN Microcavities Formed by Planar Hexagonal Micro-Nuts Grown by Selective Area Epitaxy

Galia Pozina, Alexey V. Belonovski, Iaroslav V. Levitskii +8

GaN-based resonators supporting whispering gallery modes are suggested as a promising approach for fabrication of efficient nanophotonic applications. A modification of excitonic e…