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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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Conceptual Model of Conflict of Socio-economic System as an Analogue of the Model of Economic Cycle

Ch. 17. P. 155–161.
Bogoviz Aleksei V, Alekseev A., Titova O., Latysheva V., Ragulin A.

The offered conceptual model of conflict of a socio-economic system as an analogue of the model of economic cycle allows specifying the methodology of studying economic crises, which are manifestations/examples of economic conflicts. This model emphasizes the dichotomic nature of economic conflict (its probable negative or positive consequences), which allows for more precise treatment of economic crisis – which is usually considered to be a negative phenomenon. According to the offered model, crisis is not a phase of economic cycle but socio-economic process that is characterized by cyclic fluctuations. As is expected, the developed model will allow describing the practice of development of modern socio-economic systems with higher precision.

Language: English
DOI
Text on another site
Keywords: effectivenessconflictssocio-economic systemsCrisisTheory of cyclesModel of economic cycleBalance

In book

"Conflict-Free" Socio-Economic Systems: Perspectives and Contradictions
"Conflict-Free" Socio-Economic Systems: Perspectives and Contradictions
Bingley: Emerald Group Publishing Limited, 2019.
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