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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.
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Understanding perceived COVID-19 changes, collectivism, and social exclusion: A cross-cultural study in 32 countries

International Journal of Intercultural Relations. 2025. Vol. 107. Article 102198.
Xiaoyu Z., Scott English A., Wei L., Dash A., Tipandjan A., Tipandjan A., Dubrov D., Grigoryev D.

This cross-cultural study examines the relationship between perceived COVID-19 changes due to the impacts on everyday life by the pandemic with social exclusion and across 32 cultures and their levels in collectivism. With data from the start of the first outbreak from March 2020 to June 2020 (N = 9245), multilevel analysis indicated that as individuals perceive greater daily life changes induced by the pandemic, they experience heightened levels of social exclusion, with this association being particularly pronounced in less collectivistic cultures. These findings underscore the importance of considering cultural context in understanding responses to crises such as the COVID-19 pandemic, with implications for culturally sensitive interventions aimed at promoting social inclusion across diverse cultural contexts.

Research target: Psychology Social Sciences Sociology (including Demography and Anthropology Other social sciences
Language: English
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Keywords: collectivismsocial exclusionindividualism-collectivismCOVID-19perceived COVID-19 change
Publication based on the results of:
Comparative studies of culture and subjective well-being: differentiation and integration of societies in the context of global challenges (2025)
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