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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
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
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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Variety of Possible Selves: The Role of Agency and Empirical Evidence Review

Psychology. Journal of the Higher School of Economics. 2022. Vol. 19. No. 2. P. 405–423.
Grishutina M., Kostenko V.

The development of possible selves theory has led to the introduction of new types of the construct. However, the types are inconsistent with the original definition by Markus & Nurius (1986). Researchers tend not to consider the phenomenon of agency playing a crucial role in the motivational function of possible self. Thus, now in the literature, we have non-systemized concepts of various types of possible self. The primary aim of this paper is to analyze existing types of possible selves through the lens of agentic energy, and to unify the understanding of the construct. We consider the most frequent types of possible self, such as hoped-for possible self, feared possible self, best possible self, self-regulatory and self-enhancing possible selves, lost possible self, shared possible self, and impossible self. Creating the systematic view is essential for the future of the theory as there are already some misconceptions that come from a liberal interpretation of the originally strong construct. We propose a solution in the form of a traditional literature review with the result of definitions reconsidered depending on the role of agentic energy in possible self producing. We conclude that taking into account the agentic potential reveals the processes behind the various types of possible selves. The expected outcome of the framework is to set a unified direction for further discoveries.

Research target: Psychology
Language: English
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Keywords: Я-концепцияself-identitypersonalityпсихология личностиразвитие личностиpersonality developmentвозможное яagencyагентностьself-image possible selfневозможное яimpossible selfself-schema
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