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News
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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Особенности повреждения поверхности ванадия при воздействии импульсного лазерного излучения

Поверхность. Рентгеновские, синхротронные и нейтронные исследования. 2020. № 5. С. 56–62.
Боровицкая И. В., Коршунов С. Н., Мансурова А. Н., Михайлова А. Б., Парамонова В. В., Bondarenko G., Гайдар А. И., Казилин Е. Е.
Research target: Materials Technologies
Priority areas: engineering science
Language: Russian
Full text
DOI
Keywords: структураstructurevanadiumванадийpulse laser irradiaionимпульсное лазерное излучение
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Проведено исследование влияния мощного импульсного лазерного излучения (ЛИ), создаваемого в установке ГОС 1001 в режиме модулированной добротности с плотностью мощности потока, равной 1,0·1014 Вт/м2, длительно-стью импульса t = 50 нс, числом импульсов N от 1 до 8 на структуру и микротвёрдость поверхности образцов вольфрама, размещённых в вакуумной камере. Образцы облучены в исходном состоянии и после ...
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Исследовано влияние предварительной имплантации ионов Не+ на морфологию и микротвердость поверхности сплава ванадия V–10Ti–6Cr–0.05Zr–0.1Si при последующем воздействии мощного импульсного лазерного излучения. Конструкционные малоактивируемые материалы на основе ванадия наиболее коррозионностойкие по отношению к Li. Они перспективны для реакторов с жидкостным вариантом бланкета, где литий является теплоносителем, а тритий — воспроизводимым материалом. Имплантацию в сплав ионов гелия ...
Added: December 14, 2025
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Chernyshov D., Satanin A., Shchur L., / Series arXiv "math". 2025.
We investigate the boundary separating regular and chaotic dynamics in the generalized Chirikov map, an extension of the standard map with phase-shifted secondary kicks. Lyapunov maps were computed across the parameter space (K,K(α, τ)) and used to train a convolutional neural network (ResNet18) for binary classification of dynamical regimes. The model reproduces the known critical ...
Added: November 21, 2025
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