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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.
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Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
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The Level-of-Analysis Problem in the Past, Present and Future of EU-Russia Relations.

Tartu: Centre for EU-Russia Studies, 2011.
Romanova T. A.

 The level of analysis problem has always permeated EU-Russia relations. It has been approached in either a structural or an institutional way. This contributionsuggests a new, thematic, approach, which diff erentiates among long-term visionary goals, policy goals and implementation instruments. This new approach is applied to EU-Russia relations to draw attention to the fact that a qualitative improvement in the interaction between Moscow and Brussels can be made through the convergence on policy goals, which has so far been missing.

Priority areas: state and public administration
Language: English
Keywords: EU-Russian relationsОтношения России и ЕСLevels of analysisуровни анализа
The Level-of-Analysis Problem in the Past, Present and Future of EU-Russia Relations.
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