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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 Results of the Annual Federal Report About Cultural Heritage of the Russian Federation Situation О результатах ежегодного государственного доклада о состоянии культурного наследия в Российской Федерации

С. 182–192.
Shulgin P., Shtele O.

The Annual Report about cultural heritage was prepared for the first time in the history of the country. It helps to estimate all the quantity of cultural heritage objects – 125.5 thousands monuments of history and culture; 5.5 thousands ensembles with 18.9 thousands monuments and 1.6 thousands outstanding places. An addition there is 113 thousands of new revealed objects, which can be cultural objects in nearest future.

Condition of the cultural heritage object in all regions of Russian Federation was revealed, too. More than 54 percents of cultural monuments are in good condition, but 18 percents of them are in danger and need urgent restoration works. The wide spectrum of problems with cultural heritage objects discussed: undergoing of natural and anthropogenic pressure; protecting zone projecting, restoration of the objects, etc.

New trend in protection of the cultural heritage is the cultural-landscape point of view. It needs to increase the list of outstanding places in the country and to increase the role of museums-reserves as integrated instrument of protecting historical territories and local economy development.

Language: Russian
Keywords: cultural heritageobjects of cultural heritage of Russiaисторико-культурное наследиеHeritage Russianprotection of cultural heritageреставрацияWorld heritageСохранение наследия

In book

Historical and Cultural Heritage //Историко-культурное наследие
Вып. 1. , Ер.: Service for the Protection of Historical Environment and Cultural Museum-Reservation. NSCO, 2014.
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