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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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Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
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Жизненная среда как источник стресса и ресурс его преодоления: возвращаясь к психологии повседневности

Психологический журнал. 2019. Т. 40. № 5. С. 15–26.
Nartova-Bochaver S. K.

Abstract. The central idea of the article is the argument that the human environments may be not only a source of stress but also a resource for individual’s self-help. It is shown how two scientific areas discovered to the Russian scholars by Ancyferova’s work, namely, everyday life psychology and coping psychology, develop and interact in the contemporary psychology. It is proved that the understanding of the person’s self-organization is possible only if those environments in which the person’s daily life is realizing would be to the analysis added, and this approach to the human functioning is eco-friendly, idiographic and optimistic. The main stages of the formation of the everyday life psychology as an eclectic direction formed under the influence of psychoanalysis, anthropology, existential philosophy, and behaviorism are analyzed. Having generalized research on person-environment fit, the Person-Environment Fit Approach to Stress by R. Harrison et al. and the Socio-Ecological model by B. Little, considering environment as a factor of quality of life, are presented. It is concluded that it would be efficiently, to use the recovery potential of basic human environments is made, taking into account individual’s personality.Abstract. The central idea of the article is the argument that the human environments may be not only a source of stress but also a resource for individual’s self-help. It is shown how two scientific areas discovered to the Russian scholars by Ancyferova’s work, namely, everyday life psychology and coping psychology, develop and interact in the contemporary psychology. It is proved that the understanding of the person’s self-organization is possible only if those environments in which the person’s daily life is realizing would be to the analysis added, and this approach to the human functioning is eco-friendly, idiographic and optimistic. The main stages of the formation of the everyday life psychology as an eclectic direction formed under the influence of psychoanalysis, anthropology, existential philosophy, and behaviorism are analyzed. Having generalized research on person-environment fit, the Person-Environment Fit Approach to Stress by R. Harrison et al. and the Socio-Ecological model by B. Little, considering environment as a factor of quality of life, are presented. It is concluded that it would be efficiently, to use the recovery potential of basic human environments is made, taking into account individual’s personality.

Research target: Psychology
Language: Russian
Full text
DOI
Keywords: совладаниеstressстрессresourcecopingресурспсихология повседневностижизненная средаhuman environmentspsychology of everyday lifeperson-environment fitself-help techniquesвзаимодействие личности и средытехники самопомощи
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