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.
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.
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.
Braginskaya N., Шмаина-Великанова А. И., Индоевропейское языкознание и классическая филология 2025 Т. 29 № 1 С. 249–265
The article examines an episode from a prophetic dream, Visio Saturi, included in a collection of documents entitled Passio Perpetuae et Felicitatis (cа. 203 CE). In this episode, Satur, a catechist of a group of young people who is condemned to death along with them, sees his own and Perpetua’s posthumous existence. Leaving their bodies ...
Braginskaya N., Lebedev P., Scrinium: Journal of Patrology and Critical Hagiography 2023 Vol. 19 No. 1 P. 237–255
The early Christian work “The Passion of Saints Perpetua and Felicity” consists of different parts combined into a single book. Three parts are generally accepted: 1) Perpetua’s Notes, 2) Saturus’s Vision, 3) the Eyewitness story and the Prologue and Epilogue written by the same author. We argue that the Prologue plus Epilogue and the Eyewitness story had different authors ...
Braginskaya N., Acta Linguistica Petropolitana. Труды института лингвистических исследований 2022 Т. 18 № 1 С. 48–77
One of the characters of “Passio Perpetuae et Felicitatis” bears the name Revocatus. He is a Saint martyr worshipped in all Christian Churches. In the early Byzantine Acts of the fifth century, where he is declared to be the brother of Felicitas, he takes part in the events and is subjected to an interrogation. In ...