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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
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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.
May 25, 2026
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Многоканальный сингулярный спектральный анализ углового момента атмосферы

С. 49–64.
Zotov L., Пастушенкова М. В., Bizouard C., Сидоренков Н. С.
Language: Russian
Full text
Keywords: изменения климатавращение ЗемлиМССАциркуляция атмосферы

In book

Известия главной астрономической обсерватории в Пулкове N 224 ТРУДЫ VI Пулковской молодежной астрономической конференции 6 – 8 июня 2016 года
Степанов А. В., Байкова А. Т. СПб.: ГАО РАН, 2016.
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Earth rotation in recent epoch shows anomalies: its rotation velocity reached decadal maximum in 2024; the Chandler wobble (CW) of the rotation axis disappeared in 2018–2020, then resumed with a phase changed by 180^\circ ◦; the ampli-tude of the Free Core Nutation (FCO) decreased since 2021 as well. We analyzed the CW amplitude modulations since the ...
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One of the major components of the Earth’s polar motion is Chandler wobble with 433-day period. To extract it from observations narrow-band filtering is required. We have developed method which joins Kalman filtering and band-pass filtering in direct time with the phase correction in reversed time. By using Euler-Liouville equation generating resonant CW as a ...
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The changes in temperature regime on the territory of Russia and adjacent areas are evaluated using the 20-year archive data of the Hydrometeorological Research Center of the Russian Federation. The dynamics was evaluated for the average annual temperature, the amplitude and phase of its seasonal fluctuations, the dates of the last and first freeze. The ...
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Since strong El Nino 2016 the tendency of acceleration of the Earth rotation has been observed. In 2022 the Earth rotation velocity reached maxima comparable with those happened 90 years ago. Triplet of La Nina accompanied this case. Chandler wobble of the pole almost disappeared in 2017-2020, which was earlier observed only in the end ...
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Climate warming in the Russian Arctic over the past 40 years shows a variety of patterns at different locations and time periods. In the second half of the 20th century, the maximum rates of warming were characteristic of the subarctic permafrost regions of Russia. But in the 21st century, the locations of the greatest rates ...
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This study is devoted to the determination of the admittance parameters describing the Earth rotational response to the components of the zonal tide potential. First, in order to better grasp the physical content of those admittance coefficients, we revisit the theoretical description of the length of day (LOD) changes at sub-decadal time scale, where forcing is dominated by ...
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The subject of the research reflected in this article is climate change, which causes serious problems in the development of agriculture in the world. This is especially true in countries where the place and role of agriculture in the economy are decisive. Russia also belongs to them. Changes in solar activity combined with large-scale transformations ...
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The frequency of natural hazards, such as heat waves, epidemics, floods, hurricanes etc. tends to increase both in Russia and abroad. Under the climate change, population aging and accelerating mobility, increased urban density and environment degradation the residents of large cities are becoming more vulnerable to the consequences of such events. According to experts, more ...
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The work is devoted to the consideration of geophysical processes that cause the motion of the pole and changes in the length of the day. Particular attention is paid to the Chandler wobble. The method of its extraction and geodesic excitation reconstruction is developed. Atmospheric and oceanic excitation functions are investigated in the Chandler frequency ...
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A major challenge of contemporary marine science is disentangling consequences of climate change from other impacts, and studying non-target species and using historical resources to see long-term trends can meet this need. However, such data can be fragmented, and here, we demonstrate the potential of leveraging across sources for insight. We assembled a variety of ...
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We analyzed the impacts of data span on trend estimates using Earth’s long-term polar motion time series, 1846-present, and using methodologies including singular spectrum analysis, and Panteleev’s filter to mitigate the time series containing transient signals. Our results show that the fluctuations of the mean rotational pole position, the Markowitz wobble, cannot be fully explained ...
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In the last 20 years, the ranges of some native and alien phytophagous insects have noticeably expanded northward in the European part of Russia. A simple deterministic linear model reliably describes the observed temperature dynamics for the last 120 years showing confident temperature increase . It is a worrying trend bearing in mind that such ...
Added: October 19, 2021
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Zotov L., Bizouard C., Природа 2021 № 3 С. 26–29
2020 has been recognized by the scientific climate community as one of the hottest on the planet in recent decades. Also an anomalous acceleration in the rotation of the Earth was observed during this year. The length of the day has reached its minimum. The article discusses the factors influencing the rotation of the Earth, their possible ...
Added: April 15, 2021
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