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  • К ТЕОРИИ ГЕНЕРАЦИИ ЭКВАТОРИАЛЬНОГО ШУМА В МАГНИТОСФЕРЕ ЗЕМЛИ
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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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?

К ТЕОРИИ ГЕНЕРАЦИИ ЭКВАТОРИАЛЬНОГО ШУМА В МАГНИТОСФЕРЕ ЗЕМЛИ

Геомагнетизм и аэрономия. 2017. Т. 57. № 6. С. 744–750.
Титова Е. Е., Д.Р. Шкляр, Балихин М. А.

This work is devoted to the study of the generation of the equatorial noise—electromagnetic radiation below the LHR frequency observed near the equatorial plane of the magnetosphere at distances of ~4RE.  According to accepted views, the generation of the equatorial noise is related to the instability of ring current protons. In this work, a logarithmic distribution of energetic protons over the magnetic moment with an empty loss cone is proposed, and arguments for the formation of such a distribution are presented. The main result of the work is the calculation and analysis of the instability increment of waves forming the equatorial noise. The increment obtained in this work significantly differs from that encountered in the literature.

Research target: Physics
Priority areas: business informatics
Language: Russian
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DOI
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Keywords: магнитосфераinstabilitymagnetosphereнеустойчивостьgrowth rateинкрементequatorial noiseamplification coefficientЭкваториальный шумкоэффициент усиления
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