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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
'The Humanities Serve as a Conscience'
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?
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.

 

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The Mysterious Seal Of Alexios Komnenos From Tamatarch

2014. No. WP BRP 57/HUM/2014.
Chkhaidze V., Denis K., Vinogradov A.
This research concerns the unique seal of a Byzantine aristocrat named Alexios Komnenos found in Tamatarcha (modern Taman’), which has only one parallel from Trebizond. The authors explain the meaning of images on the seal (the resurrection on its obverse and St George leading a warrior by the hand on its reverse) as an ideological program of the restoration of Byzantine power over Jerusalem. The warrior representing Alexios Komnenos is identified not as Alexios I Great Komenos of Trebizond (as usual), but as Alexios, son of the Emperor John II Komnenos, and the seal is re-dated from 13th to 12th century. Its find on the Taman’ peninsula corresponds with Byzantine political activity in this region.  
Priority areas: humanitarian
Language: English
Full text
Text on another site
Keywords: ВизантияByzantiumMedieval historyTaman’sigillographyTrebizondJerusalemТаманьсигиллографиясредневековая историяТрапезунтИерусалим
Publication based on the results of:
Eastern and Western Europe in the Middle Ages and Early Modern Period: historical and cultural commonalities, regional peculiarities and the dynamics of interaction (2014)
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