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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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IOP Conference Series: Earth and Environmental Science, Vol. 421

Vol. 421: 2nd International Scientific Conference «AGRITECH-II-2019: Agribusiness, Environmental Engineering and Biotechnologies» 13–14 November 2019, Krasnoyarsk, Russia. Issue 3. Institute of Physics Publishing (IOP), 2020.

The collection of papers presented at 2nd International Scientific Conference «AGRITECH-II-2019: Agribusiness, Environmental Engineering and Biotechnologies» 13–14 November 2019, Krasnoyarsk, Russia. Key topics include physics, materials science, environmental science, bioscience, engineering, economics, business, computational science and mathematics.

Chapters
Efficiency of crowdfunding as institution of global market for venture capital
Rutskiy V., Tsarev R., Titov I. A., , in: IOP Conference Series: Earth and Environmental Science, Vol. 421Vol. 421: 2nd International Scientific Conference «AGRITECH-II-2019: Agribusiness, Environmental Engineering and Biotechnologies» 13–14 November 2019, Krasnoyarsk, Russia. Issue 3.: Institute of Physics Publishing (IOP), 2020.
Added: October 19, 2021
Research target: Computer Science Physics Economics and Management Agricultural Biotechnologies Biology Materials Technologies Mechanics and Mechanical Engineering
Language: English
DOI
Text on another site
Keywords: economicsphysicsmaterials sciencebusinessengineeringenvironmental sciencecomputational sciencebiosciences
IOP Conference Series: Earth and Environmental Science, Vol. 421
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