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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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Стратифицированные маршруты в высшее образование: систематический обзор исследований транзита «колледж – вуз»

Высшее образование в России. 2026. Т. 35. № 5. С. 90–119.
Korotkikh E.

The massification of higher education has made a university degree a widespread and socially expected goal, while simultaneously intensifying stratification within higher education itself. To explain educational inequality, it is increasingly important to examine not only whether students enter higher education, but also which segments of the higher education system they enter. Against this background, the college-to-university pathway constitutes a significant route into higher education and a mechanism for redistributing students within a hierarchically structured university field. This article presents a systematic literature review and analyses studies that conceptualize the college-to-university transition as a process of educational choice: how educational aspirations are formed, how risks and costs are assessed, how the receiving university is selected, and how plans are reshaped after enrolment. The review is based on an analysis of 117 publications selected from the international and Russian literature according to predefined inclusion and exclusion criteria. The review shows that this transition is socially stratified and often mediated by logics of risk avoidance. For students with fewer resources, it serves as a way to reduce the likelihood of educational failure while preserving access to a degree; for more privileged groups, it can in some cases function as a compensatory strategy for bypassing selective barriers. The prior institutional environment also plays a substantial role. Colleges institutionally affiliated with universities are more likely to provide an infrastructure that supports transition, including access to information, advising, and curricular alignment, whereas sectors less connected to higher education amplify uncertainty and increase risks at both the admission and adaptation stages. Within higher education, the choice of the receiving university generally reproduces the hierarchy of the system and is often accompanied by the underutilization of educational opportunities, thereby reinforcing inequality. The article’s central conclusion is that the literature still retains a “black box” between social origin and the concrete choice of universities. A promising direction for future research is to examine how students interpret the institutional landscape and translate these interpretations into actual decisions.

Research target: Education Sociology (including Demography and Anthropology
Language: Russian
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Keywords: образовательный выборобразовательное неравенствомассовизация высшего образованияизбегание рискасистематический обзор литературытраектория «колледж – вуз»переход из среднего профессионального в высшее образованиестратификация высшей школыуниверситетские колледжиселективность университетов
Publication based on the results of:
The formation of a national higher education system: key changes and their effects (2025)
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