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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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Динамический эффект близости в гибридных структурах сверхпроводник/ферромагнитный диэлектрик

Физика металлов и металловедение. 2023. Т. 124. № 1. С. 42–48.
Turkin Y. V., Pugach N., Екомасов Е. Г., Lvov B. G.

This paper presents a theoretical study of the dynamics of the induced magnetization and spin current
arising in a layer of an dirty superconductor due to the proximity to a ferromagnetic dielectric with a
uniform periodically precessing magnetization. The dynamics of the observed physical quantities is described
within the semi-classical Usadel–Floquet formalism, which makes it possible to study the effect of a periodic
perturbation on an inhomogeneous superconducting system. The spatial distributions and temporal evolution
of the induced magnetization and the superconducting spin current inside the superconductor layer are
found from the numerical solutions of the system of Usadel–Floquet equations.

Research target: Physics Nanotechnologies
Language: Russian
Full text
DOI
Text on another site
Keywords: сверхпроводник-феррромагнетикferromagnetic resonanceферромагнитный резонансproximity effectэффект близостисверхпроводящая спинтроника superconducting spintronicsSuperconductor–ferromagnetic insulator
Publication based on the results of:
Квантовые эффекты в низкоразмерных гибридных наноструктурах  (2025)
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