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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
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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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Differences and associations between students’ and teachers’ intelligence: evidence relies on a PISA-based cognitive assessment tool

Educational Research and Evaluation. 2026. P. 1–24.
Kolachev N., Kovaleva G.

This study investigates the psychometric structure and school-level associations between cognitive abilities of teachers and students. Using a cross-sectional quantitative design, we administered a PISA-based cognitive assessment tool measuring reading, mathematics, science literacy, and global competence to 5,391 eighth-grade students and 2,385 teachers from 84 schools in a Russian region. Bifactor modeling, measurement invariance testing, and plausible values methodology were employed. Results indicate that teachers exhibit significantly higher general cognitive ability (g) and domain-specific skills, while students showed higher global competence. School-level correlations were near-zero, with a weak positive association only between mathematics teachers’ and students’ g-factors. Teachers’ cognitive profiles were more dominated by g, supporting the age dedifferentiation hypothesis. These findings imply that pre-service teacher education should incorporate a substantial general cognitive component alongside subject-specific training, and that curricula should integrate contemporary, globally relevant tasks that capitalize on adolescents’ strength in global competence.

Research target: Education Psychology
Language: English
DOI
Text on another site
Keywords: intelligencePISABifactor modelg-factorgeneral cognitive ability
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