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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Progress of Edge-Emitting Diode Lasers Based on Coupled-Waveguide Concept

Micromachines. 2023. Vol. 14. No. 6. Article 1271.
Han L., Wang Z., Gordeev N., Mikhail V. Maximov, Tang X., Beckman A., Kornyshov G., Alexey E. Zhukov

Semiconductor lasers have developed rapidly with the steady growth of the global laser
market. The use of semiconductor laser diodes is currently considered to be the most advanced
option for achieving the optimal combination of efficiency, energy consumption, and cost parameters
of high-power solid-state and fiber lasers. In this work, an approach for optical mode engineering
in planar waveguides is investigated. The approach referred to as Coupled Large Optical Cavity
(CLOC) is based on the resonant optical coupling between waveguides and allows the selection of
high-order modes. The state-of-art of the CLOC operation is reviewed and discussed. We apply
the CLOC concept in our waveguide design strategy. The results in both numerical simulation and
experiment show that the CLOC approach can be considered a simple and cost-efficient solution for
improving diode laser performance.

Research target: Physics Nanotechnologies
Language: English
Full text
DOI
Text on another site
Keywords: волноводполупроводниковый лазерoptical waveguideDiode laser
Publication based on the results of:
Investigation of the characteristics of micro- and nanolasers based on A3B5 semiconductor heterostructures of various quantum dimensions (2023)
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