3 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 implemente…
physics.soc-ph2025
A new approach to sustainable solid waste incineration: the concept and generic feasibility study
Mikhail Kaliteevski, Leonid Chechurin, Maxim Permyakov +1
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
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…