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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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Ecommerce Surge as an Element of a Modern Economy Integration Mechanism Development

P. 492–500.
Marina V. Artemyeva, Garina E. P., Kuznetsova S., Potashnik Y., Nataliya A. Bezrukova

Purpose: The purpose of the chapter is to investigate the e-commerce development process taking into account its determining factors, including the spread of the new coronavirus infection COVID-19, and possible consequences.

Design/Methodology/Approach: The authors explore statistical data from leading research companies in order to examine not only their results but also the methodological base, new research tools that allow conducting researches taking into account the specifics of e-commerce as a relatively new economic phenomenon.

Findings: It is shown that e-commerce growth is obtained by the large-scale permanent involvement of new consumers and widening the range of product categories they buy. The e-commerce transactions increase is going to surpass the traditional retail growth not only during the crisis period but also after the pandemic is over. E-commerce will stay a key growth opportunity for manufacturers and retailers, underscoring the need to study the features of its development, identify which countries and industries are best positioned to retain the e-commerce surge, plan and implement omnichannel strategies.

Originality/Value: The article combines the results of the latest research and allows to get an understanding of the e-commerce development as part of the new economy and form an opinion about the significance of this phenomenon, the prospects for investment in e-commerce assets, the development of omnichannel strategies.

Language: English
DOI
Text on another site
Keywords: economic developmenteconomic integration e-commerce

In book

Imitation Market Modeling in Digital Economy: Game Theoretic Approaches
Cham: Springer, 2022.
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