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News
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
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
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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2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA)

NY : IEEE, 2024.

The 6th International Conference on Control Systems Mathematical Modeling, Automation and Energy Efficiency (SUMMA2024), which is  traditionally jointly organized by V.A. Trapeznikon Institute of Control Sciences RAS and the Institute of Computer Sciences of Lipetsk State Technical University was held in Lipetsk on November, 13-15 2024. SUMMA2024 program includes topics of interest that consist of, but are not limited to: I. Industrial Applied Mathematics and Modeling Mathematical Foundations of Control Theory; Control of Organizational and Socio-Economic Systems; Machine Learning II. Automation Industrial Automation and Control Theory applying to Technological Processes; Digitalization in Industrial, Economic and Social Systems; Metals and Mining Industry; Transportation Systems III. Industrial and Commercial Power and Power Conversion Systems Energy Systems and Power Systems Engineering: Electric Machines and Industrial Drives; Power Electronic Devices and Components.

Chapters
Smart Technical Support System Development Using Knowledge Map-Aided Approach
Alexander Suleykin, Peter Panfilov, , in: 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA).: NY: IEEE, 2024. P. 455–460.
Added: April 5, 2025
Development of an Intelligent Supervisor for the Steel Melting Process Control System
Yasnitsky L., Shteinle D. K., , in: 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA).: NY: IEEE, 2024. P. 780–783.
The aim of the work is to obtain recommendations for the selection of the chemical composition of the raw material mass, ensuring a reduction in the defects of high-strength steel smelted in an open-hearth furnace, as well as the creation of an intelligent supervisor of an automated steelmaking process control system. Machine learning models are ...
Added: July 11, 2025
Research target: Natural Sciences Engineering and Technology
Language: English
DOI
Text on another site
Keywords: automationtransportation systemsNatural Language Processing (NLP)Machine Learning Industrial Applied Mathematics and ModelingIndustrial and Commercial Power and Power Conversion SystemsMathematical Foundations of Control TheoryControl of Organizational and Socio-Economic SystemsIndustrial Automation and Control TheoryDigitalization in Industrial, Economic and Social SystemsEnergy Systems and Power Systems Engineering
2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA)
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On the Optimal Decomposition of the U-UV Codes
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