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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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May 25, 2026
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Ключевые проблемы долгосрочного роста американской экономики

Современная мировая экономика. 2024. Т. 2. № 3(7). С. 8–26.
Grigoryev L. M.

The US economy in the XXI century continues to grow along the traditional trajectory, faces old and new problems, experiences external shocks and internal socio-economic difficulties. But the country is growing faster than the European Union and is striving to maintain its leadership in the field of NTP. The level of welfare is growing, although the gap between the wealthy strata and the bulk of the population is not diminishing. The electoral process in a two-party political system has regularly sharpened debates on key economic policy issues, resulting in a constantly difficult search for compromises. The 2024 election, which ended with the victory of Donald Trump and the Republican Party, illustrates a significant split in the electorate's (and elites') views on social and economic policy and heralds new changes in the way the country's key challenges are addressed.

The 21st century is not an easy one for the United States and its elites: the country has overcome several severe crises and is undergoing a complex inter-party struggle. The presidents of this quarter century have represented very different strands of thought and action. The next administration inherits a significant set of complexities, including high inequality, environmental problems, aging infrastructure, and a growing national debt.

The continuing sources of benefits to the U.S. economy are the large influx of cheap labor from Latin America and the enormous outside investment in the U.S. economy. In the last decade, the country began to actively use methods of industrial policy. All this gives high rates of economic growth against the background of other developed countries. But deep social inequality is built into the country's economic model, even with overall income growth.  

Research target: Economics and Management
Language: Russian
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Keywords: экономический ростСШАeconomic growthinequalityнеравенствофинансовые потокиfinancial flowsU.S.
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