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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.
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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?

Climate Change and Energy

Ch. 10. P. 177–206.
Kirton J., Panova V.

The issue of energy has been one of the reasons behind the creation of the G7 mechanism and with later added climate change problem, it remains high on the G8 agenda. The major powers of the West needed to coordinate their efforts in order to confront the new challenges: the need to ensure security of energy supply, introduce energy saving and energy efficient technologies and make sure that leading industrial countries can afford proper economic development with the adequate and unhampered energy supply. The global energy system has come through three major stages, with the last system structure still being in the making – with all the stakeholders, namely producer, consumer and transit states, big transnational energy corporations and national energy companies, still going through grand reshuffle and redistribution of “decision-making vs. accepting the rules of the games” roles. The G8 in general follows the suit along the lines of changes introduced within the global energy architecture fluctuations. As for the club’s activities, there is a way to provisionally single out five phases in the G7/G8 energy activities. During the times of the two energy crises – 1970s – early 1980s energy security issues took a prominent place on the G7 agenda. Further on during the period of much lower prices and sustainable excess of supply over demand this issue became second rate and was mentioned only within the environmental context. End of 1980s – early 1990s, after the demise of the Soviet Union and the socialist block falling apart the main focus of the G7 lead178 Part III. Critical cCase sStudies ers was shifted to the problems of nuclear security (not only as an environmental issue, especially after Chernobyl AES accident of 1986, but also in the light of growing risks of proliferation of nuclear materials and technologies. After 2000 energy security in its own right recaptured the attention of the G8 countries, with the so popular climate change issue being not only ecological, economic and political issue, but also intensified to a certain extent a PR and market-oriented reaction of the hydrocarbon consuming actors to the sky-rocketed oil prices. The fifth phase is still to be introduced and developed by the G8+ participants, since the current global financial and economic crisis has brought its own differentials into the process.

Language: English
Full text
Keywords: Европейский СоюзG8 ("большая восьмерка")энергетическая безопасностьизменение климатаэнергетикаEuropean UnionG8energy security«Группа восьми»Евросоюзclimate changeG7G7

In book

THE EU IN THE G8. Promoting Consensus and Concerted Actions for Global Public Good
THE EU IN THE G8. Promoting Consensus and Concerted Actions for Global Public Good
M.: Higher School of Economics Publishing House, 2009.
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