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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.
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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.
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Теория общественного выбора как экономическая революция в политологии и позиция австрийской школы

Гл. 6. С. 120–134.
Zaostrovtsev A. P.

The article discusses the revolution in political science, produced by economists - the creators of the theory of public choice. Before the advent of this theory the concept of benevolent state, pursuing a public interest, totally dominated. Economists (J. Buchanan and G. Tullock, and others) began to treat the activities of politicians and bureaucrats as an ordinary economic agents maximizing their own utility. As a result, it made possible an alternative view of the state: it turned into a resultant vector of divergent private and collective interests. In the recent years, public choice theory was divided into two areas: the "political economics" of mainstream neoclassical economics and Virginia school. This article discusses the similarities and differences of the latter with the Austrian school of economics. It is argued that the preservation of non-orthodox content of Virginia school is possible only in the case of its alliance with the Austrian school of economics as a leading intellectual force confrontation economic mainstream.

Language: Russian
Full text
Keywords: политическая экономикатеория общественного выборавиргинская школа политической экономииmainstreamмейнстримPolitical economicspublic choice theoryVirginia schoolconfrontation with mainstreamпротивостояние с мейнстримом

In book

Экономическая теория и политология: игнорирование, конкуренция или сотрудничество?/Под ред. А.П.Заостровцева. СПб.: МЦСЭИ "Леонтьевский центр", 2016.
СПб.: Международный центр социально-экономических исследований «Леонтьевский центр», 2016.
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