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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Международно-правовые и национально-правовые аспекты регулирования стандартизации в государственных закупках

Вестник Российского университета дружбы народов. Серия: Юридические науки. 2025. Т. 29. № 3. С. 769–786.
Байрашев В. Р.

The article is devoted to the development of approaches to the legal regulation of standardization in public procurement at both international and national levels. A primary challenge in applying standards in procurement lies in reconciling the requirements established by legal acts of varying authority, as well as addressing questions related to legal force of individual sources. In this context, the author examines key trends in the national implementation ofinternational obligations in the field of standardization, including those arising from the documents of the World Trade Organization (WTO), the European Union (EU), and the Eurasian Economic Union (EAEU). The article analyzes in the interaction between interstate and national standardization systems. Particular emphasis is placed on the Russian Federation, where public procurement procedures mandate the use of national standards, despite the voluntary nature of standardization documents enshrined in the EAEU Treaty and standardization legislation.The study also revealed that at the international legal level, priority is given to international and interstate standards to reduce trade barriers. Conversely, national regulation exhibits multidirectional trends, notably the active protection of the domestic market through standardization tools.The article explores legal mechanisms for overcoming technical barriers in standardization, including the prohibition of newly imposed restrictions, mutual recognition of standards and conformity assessment results relative to technical regulations, and coordination of new standards being introduced. Along with state standards, the possibilities of applying private (non-state) standards in public procurement are considered, partially to expand opportunities for purchasing innovative products.The subject of the study is the legal regulation of standardization in public procurement across international and national frameworks. The purpose is to identify patterns and propose ways to improve this legal regulation. The research amploys various methods, including formal logical and comparative legal methods, as well as analysis, synthesis, and legal interpretation.

Research target: Law Political Science, International Relations, and Public Administration
Language: Russian
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DOI
Text on another site
Keywords: Всемирная торговая организация (ВТО)WTOinternational standardнациональный стандартnational standardМЕРКОСУРмеждународный стандартЕАЭСEEUUSMCAMERCOSUR technical specificationтехническая спецификацияcompany standardUSMCAстандарт организации
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