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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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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.
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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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Политика Юн Сок Ёля в отношении Японии: причины изменения подхода и перспективы

Японские исследования. 2024. № 3. С. 113–132.
Асмолов К. В., Pugacheva O.

In May 2022, Yoon Suk Yeol, representing conservative political forces, became the President of the Republic of Korea (ROK, South Korea). He advocated the speedy normalization of relations with Japan, giving priority to pragmatic cooperation between the two countries. The conservative ruling circles in South Korea are focused on developing and deepening cooperation with the countries of the collective West, including Japan, which share the values of liberal democracy. President Yoon considers Japan a “partner” with whom it is possible to counter common threats, in particular North Korea (Democratic People’s Republic of Korea, DPRK). His administration aims at the extended deterrence of its northern neighbor, the implementation of which recognizes the role of Japan within the trilateral format of cooperation between the ROK, the United States, and Japan. On the other hand, Yoon’s administration emphasizes its intention to develop future-oriented relations with Tokyo, expressing its readiness not to raise controversial issues of the historical past. However, the issue of assessing the colonial past of the ROK as well as ones of building relations with Japan are an extremely sensitive matter in South Korean domestic political life. In this regard, it is relevant to trace the influence of domestic politics on the ROK’s course towards Japan.
The article shows that Yoon Suk Yeol’s Japanese policy is part of the internal struggle for the formation of historical memory, while the opposition of conservative forces to the discourse of progressives also serves the purpose of legitimizing the political course of the current administration towards Japan. According to the authors, the propaganda-historical narrative of President Yoon indicates an attempt to move away from anti- Japanese sentiment as a key element of the South Korean ideology. The authors examine the key characteristics of the Japanese discourse of President Yoon Suk Yeol, as well as the reasons that determined his policy of normalizing and strengthening relations with Tokyo. In conclusion, assessments are presented regarding the prospects for Yoon’s pro-Japanese course and relations between Seoul and Tokyo, including in light of the results of the parliamentary elections that took place in the ROK on April 10, 2024.

Research target: Political Science, International Relations, and Public Administration
Language: Russian
DOI
Text on another site
Keywords: ЯпонияJapanполитика памятиРеспублика КореяRepublic of Korea politics of memoryюжнокорейско-японские отношенияhistorical disputesYoon Suk Yeol’s discourse regarding JapanSouth Korean-Japanese relationsисторические спорыдискурс Юн Сок Ёля в отношении Японии
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