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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
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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Хронологическая последовательность мегалитических погребальных комплексов энеолита в кургане у пгт. Великая Александровка

Материалы по археологии и истории античного и средневекового Причерноморья. 2021. № 13. С. 13–98.
Дараган М. Н., Полин С. В., Svoyski Y.

The emergence of the earliest burial mounds in the Eneolithic of the North Pontic steppes (3900/3800—
3500/3400 BCE) was accompanied by the construction of the earliest megalithic structures — cromlechs, the
circular structures of which consisted of vertically installed stone slabs combined with stone chamber burials, cist
burials, and pit burials covered with stones. Similar structures continued to be built in the Pit Graves (Yamnaya)
Culture period; but for how long they were used back then and what were the burial structure types they related
with are the issues so poorly understood to date. Currently, all these megalithic structures are not visible on the
surface of the burial mounds, since they are hidden from view beneath later earth structures built above Pit Graves
Culture burials. When studying how such megaliths were built, stage by stage, one has the most effective tool at
one’s disposal to reveal the cultural genesis of various burial traditions as they have emerged in a particular area.
Among various burial structures ever discovered in the steppe zone of the Northern Black Sea region, the earliest
burials explored in the burial mound No.1 near Velikaya Alexandrovka are of special significance. Here, the
earliest burials of the Velikaya Alexandrovka Mound (No.22-24, and No.7) with associated megalithic structures
(stone circles No.1 & No.2) are discussed. Also, zoomorphic images representing an aurochs and a scene with
dogs chasing a wild boar were found engraved on two slabs from the cromlech No.1. The article introduces
Eneolithic burials recovered in the mound, a graphic reconstruction of the appearance of the cromlechs associated
with them, and the results of morphometric analysis of images engraved on cromlech slabs. The cultural and
chronological attribution of the burials is considered in detail. Particular attention is paid to the position cist
burials have held within the stratigraphy of the Pit Graves burial mounds as well as to the patterns by which cist
burials and cromlechs were associated. The following data are considered: (1) cromlech structures of the
Eneolithic and those encircling Pit Graves Culture burials; (2) cromlechs enclosing Eneolithic burials and Pit
Graves Culture cists together; (3) cist burials located on the tops of Eneolithic burial mounds; (4) cist burials
introduced into Eneolithic mounds; (5) chief burials in ornamented cists with no stone structures encircling them;
(6) cist burials made on the surface of mounds of the Pit Graves Culture period, and (7) cist burials introduced into
Pit Graves Culture mounds.

Research target: History and Archeology
Language: Russian
Full text
Text on another site
Keywords: трехмерное моделирование3D Modelinganimalistic imagesstone cist gravesmegalithic structuresYamnaya cultureEarly Bronze AgeEneolithicзооморфные изображениямегалитические сооруженияямная культураранняя бронзаэнеолит
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