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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.
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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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Настойчивость как ментальный ресурс

С. 372–380.
Nartova-Bochaver S. K., Yerofeyeva V.

A. L. Duckworth proposed “grit” as a personal trait, which includes passion and perseverance for long-term goals. Studies show that gritty people achieve their goals, are psychologically prosperous, quickly recover from failures, and cope with difficult life situations easier than others. We wanted to explore whether grit is really a mental resource that allows to cope with fears, uncer-tainty, and failures for the sake of subjectively significant goal. Two hundred thirty-five respondents took part in the study. The method of content-anal-ysis was used. The following units of analysis were identified – “subjective well-being”, “overcoming difficulties”, “significant goal”. The hypotheses put forward have been partially confirmed. Important results were obtained that testified to the ambiguous role of grit. These data will have to be checked in order to find out when grit is a mental resource, and when its manifesta-tions are detrimental to the personality.

Language: Russian
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Keywords: настойчивостьgrit

In book

Способности и ментальные ресурсы человека в мире глобальных перемен
Институт психологии РАН, 2020.
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