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August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Academic inbreeding and productivity of STEM early career researchers in different environments

Research policy. 2025. Vol. 54. No. 6. Article 105240.
Victoria Slepykh

Academic inbreeding at the individual level is a characteristic of a scholar's career, when they work in the same organisations where they studied. The phenomenon is usually associated with reduced quality of human capital, low circulation of knowledge and ineffective human capital allocation. However, there are a number of countries where academic inbreeding is widespread, but how it affects the research productivity of early career researchers has not been sufficiently explored. This article aims to specify the correlation between academic inbreeding and the individual productivity of early-career researchers within the system characterised by the high level of inbreeding. The study uses environments with different infrastructural and organisational conditions as moderators to clarify the peculiarities of the relationship. Based on data about 1132 early-career researchers in four fields of study it was found that the publication activity of inbred-researchers does not differ from that of their mobile counterparts at prestigious organisations or in regions having middle and small number of academic organisations. However, academic inbreeding negatively correlates with research productivity at universities without special status and in metropolitan regions. Thus, when the organisational environment provides a high quality of human capital for its graduates, the effect of academic inbreeding is mitigated. The same effect of inbreeding is observed in environments with poor choice of employers.

Research target: Education Sociology (including Demography and Anthropology
Language: English
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Keywords: молодые ученыепубликационная активностьакадемический инбридингакадемический рынок трудаacademic labour marketAcademic inbreedingPublication productivityEarly-career researchersPrestigious organisationsПрестижные организации
Publication based on the results of:
Production function of Russian higher education institutions: analysis of features, structure and changes (2024)
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