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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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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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Генезис понятия «потенциал» и его роль в развитии апк

Фундаментальные исследования. 2022. № 8. С. 35–40.
Звягинцева О. С.

The agro-industrial complex has always been and remains the basic branch of the Russian economy. Currently, its importance is increasing, due to the desire for food independence of the country. The purposeful development of the agro-industrial complex is a strategic goal of state policy, which causes scientific interest in the study of the potential of the industry. The potential acts as a basic subsystem of the development of the agro-industrial complex, which plays a decisive role in shaping the directions and priorities of the development of the complex. The management of the strategic development of the agro-industrial complex should be based on comprehensive studies of its multifaceted potential, which is both the basis for the development of the complex and an active dynamic subsystem capable of using hidden opportunities for the purposeful development of the agro-industrial complex in the future. This study is devoted to the genesis of the concept of “potential” mainly in the economic sciences in order to determine patterns in the development of scientific thought in relation to this term. The article provides a comprehensive study of this concept: the use of the term “potential” in various branches of knowledge, the definition in dictionaries and encyclopedias, the genesis of potential in economic sciences. An extensive analysis of scientific research in the field of potential in relation to various objects and fields of activity has revealed trends in changing scientific interest in the problems of potential. Based on the results of the study, the definition of the potential for the development of agriculture is formulated.

Research target: Economics and Management
Language: Russian
DOI
Keywords: генезиссистемапотенциалdevelopmentразвитиеsystempotentialАПКAICgenesis
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