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.
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.
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.
Arutyunov K., Gurskiy A., Zavyalov V. et al., Известия Уфимского научного центра РАН 2025
Полидифениленфталид (ПДФ) – органический полимер, который в основном состоянии является диэлектриком, но в метастабильном состоянии, стимулированным внешним возмущением, обнаруживает электрическую проводимость. В настоящей работе в широком диапазоне температур экспериментально исследованы транспортные свойства тонкопленочных «сэндвичей» сверхпроводник – ПДФ – сверхпроводник, где в качестве металлических электродов использовался индий и свинец. При температурах ниже соответствующих критических температур металлических ...
Vyacheslav D. Neverov, Alexander E. Lukyanov, Andrey V. Krasavin et al., Communications Physics 2025 Vol. 8 Article 320
Strong disorder exerts two opposing effects on a superconducting material. On one hand, it leads to localization of electrons and Cooper pairs, resulting in spatial fragmentation of the condensate state. It enhances the local density of single-particle states, increasing the binding energy of Cooper pairs and the critical temperature at which the condensate state appears. ...
Arutyunov K., Смазнова Х. Т., Zavyalov V. et al., Известия Уфимского научного центра РАН 2024 № 1 С. 79–84
Poly(diphenylene phthalide) (PDP) is an organic polymer that is a dielectric in the ground state, but exhibits
electrical conductivity in a metastable state, which can be stimulated by external disturbance. In this work, the
transport properties of thin-film indium – PDP – indium “sandwiches” were experimentally studied over a wide
temperature range. At temperatures below ~3.4 K, features ...