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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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Heat Treatment of Polymer Composite Materials Using Microwave Radiation

P. 371–375.
Nefedov V. N., Afanas'ev V. V., Ryabikina I. G.

The results of the microwave radiation influence of the electromagnetic field oscillation frequency of 2450 MHz on the process of curing thermosetting epoxy resins, which are used as a binder in the production of polymer composite materials based on basalt, glass and carbon fibers, are presented. It is shown that the density of the cured thermosetting epoxy resin using microwave radiation becomes higher compared to traditional methods. The maximum density of thermosetting epoxy resins is achieved by uniform microwave heating.

Language: English
Full text
DOI
Keywords: temperature distributionраспределение температурыисточник микроволнового излученияmicrowave radiationмикроволновое излучениеmicrowave deviceмикроволновое устройствоpolymer composite materialполимерный композиционный материалsource of microwave radiation
Publication based on the results of:
Исследование воздействия микроволнового излучения на процессы отверждения полимерных композиционных материалов (2018)

In book

2018 International Conference on Actual Problems of Electron Devices Engineering (APEDE)
Саратов: IEEE, 2018.
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