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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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Mandelstam’s Poetry and Artistic–Philosophical Intuitions of Russian Culture

Russian Studies in Philosophy (США). 2021. Vol. 59. No. 2. P. 81–89.
Zhukova O.

This article analyzes the artistic experience of Osip E. Mandelstam (1891–1938) in the context of the aesthetic and ideological transformations of Russian and European culture during the first half of the twentieth century and of the philosophical inquiries of that period. Overcoming the programmatic multitudes of modernist aesthetics, Mandelstam draws his own artistic ideas and images from those aesthetics while also opposing postclassical culture in the form of the artistic avant-garde. Relying on his own poetic and intellectual intuition, which he explicated and formalized theoretically in his essays and works of criticism, he asserts an authorly, reflective style of modern poetry that anticipated the post-nonclassical artistic culture characteristic of the late twentieth and early twenty-first centuries.

Research target: Philosophy, Ethics, and Religious Studies
Language: English
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DOI
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Keywords: poeticsRussian poetryAcmeismSilver Agephilosophical intuitioncreative experienceSymbolism
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