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April 28, 2026
Scientists Develop Algorithm for Accurate Financial Time Series Forecasting
Researchers at the HSE Faculty of Computer Science benchmarked more than 200,000 model configurations for predicting financial asset prices and realised volatility, showing that performance can be improved by filtering out noise at specific frequencies in advance. This technique increased accuracy in 65% of cases. The authors also developed their own algorithm, which achieves accuracy comparable to that of the best models while requiring less computational power. The study has been published in Applied Soft Computing.
April 27, 2026
Fair Division: How Mathematics Helps to Divide the Indivisible
How can items be allocated among participants so that no one feels short-changed? Alexander Karpov, Assistant Professor at the Faculty of Economic Sciences, and his Singaporean colleague, Prof. Warut Suksompong, set out to find a mathematical answer to this question. In this interview, they discuss how a model of rational preferences is constructed, why one cannot rely on a simple sum of values, and where an algorithm that asks a minimal number of questions can be useful.
April 24, 2026
Electronics of the Future: Why Superconductors and Spintronics Work Together
It was once believed that superconductivity and magnetism avoided each other like the devil avoids holy water. However, modern nanostructures prove the opposite. A Russian theoretical physicist and Indian experimentalists have joined forces to create the electronics of the future—free from energy losses. Nataliya Pugach, Professor at the School of Electronic Engineering at HSE MIEM and Leading Research Fellow at the Quantum Nanoelectronics Laboratory, explains how a long-standing acquaintance in Cambridge grew into a mirror laboratory project with the Indian Institute of Technology Bombay (IIT Bombay), how superconducting spintronics works, and what surprises a researcher in India beyond the university campus.

 

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Blockchain technology in tax law theory and tax administration

RUDN Journal of Law. 2021. Vol. 25. No. 3. P. 693–710.
Lyutova O. I., Fialkovskaya I. D.

The article is devoted to the problems of improving the tax legislation of Russia at the stage of active implementation of blockchain technology, which is characterized by contradictory trends in the legal regulation of digital technologies. The relevance of the study of application of blockchain in tax relations is due to the need to assess the tax consequences of transactions using digital financial assets, as well as emergence of new directions for improving tax control based on blockchain technology. The purpose of the study is to analyze the provisions of Russian and foreign tax legislation, as well as doctrinal sources on improving legal regulation of tax relations in regard to blockchain technology. The study shows efficacy of the blockchain analysis for the purposes of tax and legal regulation carried out by developing concepts related to applying such technological solution as a tool in conducting cryptocurrency transactions. The theoretical significance of the study lies in the author’s definition of the concept of blockchain technology for tax purposes, as well as in proving the value of legal regulation of tax relations applying blockchain. The practical implication is connected with voicing the need to develop legal regulation of applying blockchain technology when creating a system of transactional (automatic) taxation and levying the so-called “smart taxes” while fulfilling tax obligations in the context of introducing a goods traceability mechanism. This will also contribute to minimizing tax reporting. The research methodology are general and private scientific methods of knowledge: formal-legal, analysis, comparative-legal, and forecasting and modeling. The last two are often applied in tax law in light of digitalization and globalization.

Priority areas: state and public administration law
Language: English
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Keywords: tax administration​​traceabilitysmart contractself-employedcryptocurrencyblockchain technologyprofessional income taxa distributed registrytax dutiestransactional taxation
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