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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
'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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Global Perspectives on Graduate and Doctoral Education: International Case Studies

L. : Routledge, 2025.
Under the general editorship: S. Taylor, K. Holley, M. Kiley

This book provides a framework for analysis and reviews the changing landscape of doctoral education across fourteen global case studies before providing conclusions and recommendations for further research and development.

Traditionally, doctoral education was a matter of the talented few being apprenticed to learn how to research from masters in their discipline. The work was conducted in private in spaces far removed from normal teaching or industry activities. The only requirement for academic staff to supervise or to examine candidates was to be research active. Many candidates dropped out during their studies. For those who persisted, their doctoral research could take years to complete, and most graduates went on to academic careers. But in recent decades, several changes have transformed doctoral education almost beyond recognition. The chapters in this book present an analysis of graduate and doctoral education globally aligned with current developments and research, provide an overall framework for the discussion at the international level of changes in doctoral education, examine how changes have been manifested in a sample of case studies of major doctoral providers from across the globe, and offer conclusions about the changing graduate and doctoral landscape with suggestions for future research.


This volume will be of interest to all those engaged in doctoral education, including doctoral candidates, their supervisors, and deans and administrators of graduate research. It was originally published as a special issue of Innovations in Education and Teaching International.

Chapters
The quality of admissions to Russian doctoral programmes during the COVID-19 pandemic
Maloshonok N., Zhuchkova S., Bekova S. et al., , in: Global Perspectives on Graduate and Doctoral Education: International Case Studies.: L.: Routledge, 2025. P. 103–112.
Previous studies have shown that the COVID-19 pandemic had a negative impact on higher education systems and student learning globally. However, despite this, many countries experienced an increase in doctoral enrolment in 2020, which has raised concerns about the quality of admission and the motivation of doctoral candidates during the pandemic. This article aims to ...
Added: December 21, 2024
Research target: Education
Language: English
DOI
Keywords: doctoral education
Global Perspectives on Graduate and Doctoral Education: International Case Studies
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