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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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“Клубные” договоренности в ВТО и участие в них стран БРИКС в условиях экономических санкций

Анализ и прогноз. Журнал ИМЭМО РАН. 2025. № 1. С. 13–26.
Biryukova O. V., Тихоновский Г. А.

The article provides a comprehensive analysis of the ‘club’ agreements within the framework of the World Trade Organization (WTO) and examines the participation of the BRICS members in plurilateral initiatives. With increasing protectionist measures, slowing multilateral negotiations and rapid changes in global trade, plurilateral agreements are becoming increasingly important. Such agreements are concluded between a limited number of interested countries, making it possible to reach a compromise on key trade policy issues faster by creating flexible cooperation mechanisms. However, despite these advantages, there is a significant problem integrating the results of such agreements into the WTO’s general legal system, which is traditionally based on the principle of consensus among all members. The article also examines in detail the main club-type initiatives, including agreements in vital areas such as e-commerce, investment policy and sustainable development, as well as their impact on the structure of global trade flows. These initiatives are becoming important tools for countries seeking to advance their interests in an environment where traditional multilateral negotiations face blockages and difficulties. Special attention is paid to analyzing the positions of the BRICS countries in these negotiations, as well as their strategic interests, given their role in shaping an alternative agenda for multilateral trade. Considering different levels of economic development and specific national priorities, the BRICS countries often take heterogeneous positions on main issues of international trade. Nevertheless, despite these differences, the BRICS member countries have agreed to develop cooperation within the WTO aimed at improving existing multilateral trade rules and creating new initiatives. These initiatives are aimed at promoting inclusive growth and economic development, as well as creating an enabling environment for restoring confidence in multilateralism in international trade. The participation of the BRICS member states in plurilateral agreements represents an important step in strengthening their collective influence in the WTO and in the international trading system as a whole.

Research target: Economics and Management
Language: Russian
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Keywords: страны БРИКСсанкцииторговая политикаВТОWTOtrade policyBRICS countriessanctionsclub arrangementsplurilateral agreementsклубные договоренностиплюрилатеральные соглашения
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