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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.
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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?
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Модель динамики чередования направленности внимания на себя и вовне в сознании личности

Мир психологии. Научно-методический журнал. 2021. № 4(107). С. 41–52.
Медведев Б. П.

The article deals with the problem of determining one’s own, non-situational function of a regular alternation of self-focused and outward-focused attention in the consciousness of personality. The methodological problem of the demarcation of the I and the not-I is discussed. The principle of their separation based on the choice of a particular person is proposed. The article presents an overview of the construal level theory, which describes the phenomenon of psychological distance and its role in various activities of the individual. On the basis of this review the provisions of the model of phenomenological space dynamics during the alternation of the attention focus are formulated. In this model, it is assumed that a prolonged self-focused or outward-focused attention leads to a decrease in psychological distance in relation to the opposite «direction». The hypothesis is put forward that maintenance of a certain rhythm of such alternation allows building an adaptive level of psychological distance in relation to oneself and the environment as well as maintaining relationships experienced by a person between their «I» and «not-I».

Research target: Psychology
Language: Russian
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Keywords: сознаниепсихологическая дистанцияconsciousness"Я"ритмrhythmцентрациядецентрация"I"системная рефлексияpsychological distanceself-focused attentionoutward-focused attention"not-I"centrationdecentrationsystemic reflectionнаправленность внимания"не-Я"
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