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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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Защитные наноструктурированные пленки нитридов металлов (TiN, ZrN, AlN) и углеродных материалов

С. 154–159.
Налимов С. А., Багдасарян С. А., Yurin A., Борисов В. В.

The influence of formation conditions on
the composition and structure of nanostructured films of metal nitrides (TiN, ZrN and AlN), diamond
films and diamond-like carbon films is considered. Films of TiN, ZrN and AlN are obtained by arc
discharge and RF-magnetron sputtering methods. Diamond films are grown from the gas mixture of
hydrogen and methane, activated by an arc discharge. Diamond-like carbon films are obtained by RFmagnetron
sputtering methods, a diode RF discharge in a gas mixture of cyclohexane and hydrogen,
and sputtering graphite with an ion beam. The interrelation of the composition and structure of synthesized
films with the mechanical properties of layered structures based on them is investigated.

Language: Russian
Keywords: diamond-like carbon filmsnanofilmsнанопленкинаноструктурированные пленки

In book

Материалы XIII Международной научно-технической конференции «Вакуумная техника, материалы и технология» (Москва, КВЦ «Сокольники, 2018, 24-26 апреля 2018г.). М.: Новелла. 2018, 272с.
Новелла, 2018.
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