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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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CHILDCARE REFORM: EFFECTS ON EARNINGS AND EMPLOYMENT AMONG NATIVE SWEDISH AND IMMIGRANT MOTHERS

P. 93–129.
Kotyrlo E., Wikström M., Hanes N.

This paper studies earnings and labor force participation of native Swedes and recent immigrants in Sweden in response to the childcare reforms of 2001 and 2002 using a difference-in-differences approach and register-based data for the period of 1995-2009. Immigrant and native Swedish mothers are distinguished in order to study if increased accessibility to childcare might be particularly beneficial for groups facing obstacles in entering the labor market. The results show that the reforms had a positive effect on earnings and labor force participation among native mothers with preschool children. The group of immigrant mothers studied did not experience any gain in labor market outcomes as a response to the reform.

Language: English
Full text
Keywords: employmentimmigrantsearningschildcarefamily policy effects

In book

Research in Labor Economics
Vol. 42: Gender in the Labor Market. , West Yorkshire: Emerald Group Publishing Limited, 2015.
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