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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
June 5, 2026
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Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Понимание инвалидности в инклюзивном музее: системные противоречия и поиск консенсуса

Laboratorium. Журнал социальных исследований. 2023. Т. 15. № 1. С. 56–74.
Dolgova E., Bolshakov N.

In this article, on the example of museums we consider the problem of constructing a single explanatory framework for understanding disability and inclusion, germane in the context of the multiplicity of interpretations of what an ideal accessible museum is. To construct such an explanatory model, this study analyzes the experience
and judgments of museum professionals and blind visitors with regard to disability
and inclusion. The modern museum is a source of authoritative opinions and collective experiences. It represents a platform where specialists and other categories of visitors engage in dialogue. One of such categories are blind and visually impaired people who have unique demands on museum infrastructure compared to other categories of visitors. The analysis was based on the materials of 19 in-depth semistructured interviews with blind and visually impaired visitors and 11 interviews with specialists for inclusive museums, as well as 2 formalized observations at inclusive events in museums.
As the results of the study show, unique demands of blind visitors can transform the role of the museum as an agent of sociocultural inclusion. Curators and accessibility specialists hold certain ideal visions about the assembly of context of disabilities within institutions. These ideas are largely determined by the logic of the concept of postmuseum as one of the key directions in the development of this sphere. They encounter the attitudes of blind and visually impaired people and collide with their agency and their own understanding of the optimal models for assembling disability both within the
museum and outside its walls. The core of the semantic field of disability in a museum with an accessible environment is the understanding that blind visitors today do not want to feel their “exclusion” and want to move along their own “path” in museum space shared by all visitors. The museum must take into account the unique needs of
blind and visually impaired visitors, which leads experts to talk about the corresponding occurrence of processes opposite to inclusion and reinforces the discussion about the conceptual accessibility of museums for blind visitors.

Research target: Sociology (including Demography and Anthropology
Language: Russian
Full text
DOI
Text on another site
Keywords: доступностьмузейaccessibilityинклюзияinclusionразнообразиеmuseumнезрячие и слабовидящиеBlindnessнезрячие посетители
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