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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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Forest Industry of Russia: Smart Innovations and Success Stories

Singapore : Springer, 2022.
Zykov S. V., Dayneko D. V.

This book focuses on crisis management in forest industry of Russia. It is about the present, and the future, with a short retrospective about the past of the forest industry in Russia. It includes forecasting too and description of some of the best practices of developed countries to be implemented in Russia to overcome the crisis. The main theme of the book is smart innovations and innovative activities introduced and also those which are required in the forest industry of Russia. The book considers the effectiveness of innovations and institutional changes in the forest industry, which are an important direction of innovation activities required all together with technological and economic breakthrough with ecological aspects in priority. The necessity to implement the modern innovation system in the forest industry based on institutional changes is substantiated and thoroughly explained with successful examples of ongoing and future up-to-date smart innovations.

The development of the forest innovation system is suggested for sustainable forest industry management; the key components of which are technological, product, institutional, and ecological innovations, as well as, innovative entrepreneurship. Realization of the innovation system for technological and intellectual improvement requires good scientific and personnel provision, anticipation of markets and tendencies of development for some decades ahead. The implied advanced technologies in the forest industry also include IT-, nano-, and biotechnologies. The success stories of the leading Russian and international companies in the forest industry of Russia are studied attentively in the book. The book presents a profound methodical and theoretical substantiation for the further implementation of the smart innovations and of the successful experience of the industry leading companies.

Research target: Effective Natural Resource Management
Language: English
DOI
Text on another site
Keywords: институциональные измененияинновационное предпринимательствоinstitutional changesinnovation systeminnovative entrepreneurshipантикризисное управлениеинновационная система Россииforest industryлесная промышленностьManagement of sustainable developmentуправление устойчивым развитиемcrisis managementцифровые инновацииdigital innovations
Forest Industry of Russia: Smart Innovations and Success Stories
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