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  • INVESTIGATION OF BEHAVIOR OF VARIABLE CONTACT IN THE PROCESS OF EDUCATION AND DISTRIBUTION OF CONTACT RADIO TRANSMISSIONS
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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.
June 5, 2026
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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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INVESTIGATION OF BEHAVIOR OF VARIABLE CONTACT IN THE PROCESS OF EDUCATION AND DISTRIBUTION OF CONTACT RADIO TRANSMISSIONS

P. 146–150.
Grachev N.N., Safonov S.N.

The paper presents the results of studies on the formation of contact jamming with radio reception based on the study of contact compounds in electronic devices. The operation of the contact of the electronic device design element with known approximation is considered as the passage of a signal corresponding to the intensity of the irradiating electromagnetic field through a series connection of a nonlinear inertialess and linear inertial parametric four-terminal network. 

Language: English
Full text
Keywords: contact radio interferenceirradiated contactsecondary radiationradio interference spectrum

In book

Information Innovative Technologies: Materials of the International scientific – рractical conference
Information Innovative Technologies: Materials of the International scientific – рractical conference
M.: Association of graduates and employees of AFEA named after prof. Zhukovsky, 2018.
Similar publications
Method for Quality Control of Electronic Equipment Units Assembly Based on the Analysis of the Contact Radio Interference Level
Utkin B., Nikolay Grachev, Utkin M., , in: 2024 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), 20-24 May 2024.: IEEE, 2024. P. 386–391.
This paper presents an analysis of an innovative method of contactless diagnostics of radio electronics components and units. This method makes it possible to evaluate quality of mechanical joints in products produced in both serial and small serial production. The diagnostic process is based on measuring level of modulated electromagnetic radiation. This information is used ...
Added: August 25, 2024
The Prediction of Contact Radio Interference in the Tasks of Ensuring Electromagnetic Compatibility of Radioelectronic Means on Mobile Objects
Boris V. Utkin, Nikolay N. Grachev, Dmitriy O. Artamonov et al., , in: 2023 International Conference on Quality Management, Transport and Information Security, Information Technologies (IT&QM&IS), 25-29 Sept. 2023.: IEEE, 2023. P. 40–44.
This article discusses the forecasting of contact radio interference, which is an essential aspect in maintaining the necessary electromagnetic compatibility level of electronic devices installed in mobile objects. The presented algorithm for predicting contact radio interference makes it possible to expand the possibilities in the design of radio communication systems in the presence of a ...
Added: March 25, 2024
Ensuring Electromagnetic Compatibility on Mobile Objects by Predicting the Spectral Characteristics of Contact Radio Interference
Utkin B., Nikolay Grachev, Utkin M., , in: 2023 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM).: Sochi: IEEE, 2023. P. 277–282.
This article discusses the spectral characteristics of contact radio interference to solve the problem of electromagnetic compatibility on mobile objects. The article presents the results of the development and description of an algorithm for estimating the spectrum of contact radio interference, allowing to predict the spectral characteristics of contact interference at different values of the ...
Added: September 1, 2023
Обоснование и разработка алгоритма для анализа контактных радиопомех в связных радиотехнических системах
Уткин Б.В., Матвеев В.Е., Фортуна С.В. et al., В кн.: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В. Арменского. Материалы конференции.: М.: МИЭМ НИУ ВШЭ, 2022. С. 235–238.
В данной статье рассматривается алгоритм для анализа контактных радиопомех в связных радиотехнических системах. Полученные результаты позволят повысить межсистемную электромагнитную совместимость и помехозащищённость радиоэлектронных систем. ...
Added: April 28, 2023
STUDY OF THE MECHANISMS OF CONTACT RADIO INTERFERENCE ON MOVING OBJECTS USING PROBABILISTIC CHARACTERISTICS
Utkin B.V., Grachev N.N., Matveev V.E. et al., , in: Information Innovative Technologies: Materials of the International scientific–рractical conference.: Association of graduates and employees of AFEA named after prof. Zhukovsky, 2022. P. 193–197.
Within the framework of this article, the results of a study of the mechanisms of formation of contact radio interference from mobile structural elements of radio electronic means using probabilistic characteristics are presented. Obtained results allow to analyze the spectral composition of contact radio interference and can serve as a basis for the construction of ...
Added: September 15, 2022
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Added: September 14, 2022
Development and analysis of models for the formation of contact radio interference under deterministic and random mechanical effects on the contact mechanical joints of moving objects
Grachev N. N., Artamonov D., Utkin B., , in: Proceedings of the 2021 IEEE International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS).: IEEE, 2021. P. 430–435.
The article deals with the aspects of applying the general theory of systems to the problems of ensuring electromagnetic compatibility in mobile radio communication complexes. To solve this problem, models were constructed for the formation of contact radio interference under deterministic and random mechanical effects on the contact mechanical connections of moving objects. The dependences ...
Added: January 10, 2022
The assessment of the impact of contact radio interference on a communication radio engineering system.
Utkin B.V., Grachev N.N., Matveev V.E., , in: Information Innovative Technologies: Materials of the International scientific – рractical conference.: M.: Association of graduates and employees of AFEA named after prof. Zhukovsky, 2021. P. 183–188.
This article deals about the analysis of works devoted to the issue of contact radio interference and the assessment of their impact on the device was carried out. This analysis was carried out as a preparatory stage for conducting a study to assess the impact of contact radio interference on a communication radio engineering system. ...
Added: June 30, 2021
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