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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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Игры-ходилки для изучения блок-схем

Информатика в школе. 2022. № 3. С. 36–48.
Plaksin M. A.

The article presents the description of method of the study of flow charts using board games.
The playing field in such a game is a flow chart. During the game, students roll the dice and move the chip around the playing field, depending on the number that has fallen. But at the same time, they must comply with the rules for the execution of the algorithmic structures included in the flow chart.
The purpose of the proposed teaching method is to intensify the learning of educational material. This is especially important for informatics with its extremely fast rates of development.
For the game, the class is divided into teams of 2–4 people. All teams play at the same time. During the game, each participant repeatedly goes through all the studied algorithmic constructions. Thus, one hundred percent coverage of students and repeated repetition of the material is achieved.
Due to this, it becomes possible to advance far enough in the study of algorithmic constructions. In addition to traditional forks and two types of loops (with a precondition and with a given number of repetitions), input commands, subprograms and parameters are studied.
The methodic were prepared as part of the Perm version of the propaedeutic course of informatics (team of authors: M. A. Plaksin, N. G. Ivanova, O. L. Rusakova; the working title of the course is "TRIZformatika"). But the technique can be applied in any other course.
The article provides a description and playing fields of four board games for mastering the mechanism of flow charts, and also gives a number of methodological comments.

Research target: Education Computer Science
Language: Russian
Full text
DOI
Keywords: информатикаteaching methodsметодика обученияinformaticsначальная школасредняя школаsecondary schoolблок-схемаТРИЗформатикаTRIZformaticsboard gameигра-ходилка primary schoolflow chartalgorithmic constructionsTRIZformatikaалгоритмические конструкции
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