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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
‘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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Фотографика в графическом дизайне с 1890-х по 1960-й год

Обсерватория культуры. 2024. Т. 21. № 6. С. 598–613.
Pronina A.

The article presents the history of graphic design through the optics of one of its tools — photography. This approach makes it possible to talk about a special branch of the evolution of photography, namely photography in design. Being on the territory of design in an applied role, photography presents incredibly beautiful examples of design, ideas and visual communication. As a tool for the designer on par with type, colour and composition, photography brings something unique to design in every period under consideration. It flexibly integrates into trends, responds to the visual demands of the historical moment, wins the love of the viewer, is convenient and practical for professionals, and is easily interfaced with industrial technologies.
The article is structured by decades (from 1890s to 1960s). The change of creative generations, the maelstrom of historical events of the 20th century, as well as the wide boundaries of the design community that influenced the development of photography in design (Europe, USA, Russia) make this periodization acceptable in order to discover and describe the key features. The search for unique manifestations of photography’s capabilities at each historical stage became the aim of this paper.
The article covers the period of analogue photography formation. In 1890 we can already speak of the early influence of photography on graphic design objects, and the 1960s comes with the invention of digital photography. The key characteristics of each decade are identified and the evolution of tools for working with photography is revealed.
Theoretical and practical significance of the article consists in studying and analyzing the techniques of designers’ past experience of working with photography, which in turn can help modern graphic designers. The novelty of the paper is due to the lack of a full-scale study of photography as a tool of graphic design. This paper partially fi lls this gap in scientifi c knowledge.
Key words: photographics, photography, photography in design, design theory, visual studies, photographic art, art theory and history, graphic design.

Research target: Art History
Language: Russian
DOI
Text on another site
Keywords: фотографияtheory of artфотоискусствографический дизайнvisual studiesвизуальные исследованияphotographyфотография в дизайнеphotography and designgraphic designтеория и история искусстватеория дизайнаfotografikstheory of designphoto artфотографика
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