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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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Влияние санкций на разрешение внешнеэкономических споров: сохранение status quo или поиск альтернативных юрисдикций?

Международное правосудие. 2020. № 4. С. 144–167.
Starzhenetsky V.

The negative impact of the economic sanctions is not limited to the sphere of substantive law; it also extends to issues related to dispute resolution. Trying to achieve a fair resolution of disputes sanctioned persons may face many obstacles literally at every stage of the proceedings, starting with problems related to payment of arbitration fees, searching for counsels and arbitrators who are often reluctant to taking corresponding sanctions risks, and ending with the stage of enforcement of a judgment or an arbitral award. Under these conditions, the conduct of court or arbitration proceedings, if theoretically possible, in practice will be associated with substantial organizational difficulties, delays in consideration of a case and significant additional costs. In this regard the authors, based on the foreign and Russian experience, analyze advantages and disadvantages of various options for resolving the disputes involving sanctioned persons, including maintaining the former procedure for resolving disputes, transferring disputes to a neutral or domestic jurisdictions, as well as the latest legislative amendments, namely provisions of the Russian Arbitrazh Procedure Code expanding the exclusive jurisdiction of Russian arbitrazh (commercial) courts which have entered into force in June 2020. Maintaining the status quo between parties to a dispute provides a high degree of legal certainty but does not take into account the potentially serious breach of sanctioned persons’ rights. While the transfer of dispute resolution to the domestic jurisdiction allows the latter to ensure the protection of their rights, but, in turn, carries the risks of violating the existing balance in relations between the parties, refusal to recognize and enforce a future judgement in foreign jurisdictions and etc. Given the impossibility to foresee in advance the extension of restrictive measures to parties of a contract and character of such measures, perhaps the optimal solution could be the so-called cascade arbitration clauses, providing for variability of actions in certain cases, in particular: 1) choice of alternative forum; 2) establishing additional requirements for the neutrality of arbitrators; 3) waiver of the parties to submit disputes to jurisdictions that cannot provide equal and impartial resolution of the dispute in new circumstances. In addition, the parties are strongly encouraged to carefully consider the choice of law provisions, including choice of law applicable to the arbitration agreement.

Research target: Law
Priority areas: law
Language: Russian
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Keywords: arbitrabilityeconomic sanctionsэкономические санкцииvalidity and enforceability of an arbitration agreementexclusive jurisdiction of the courtsарбитрабильность споровдействительность и исполнимость арбитражного соглашенияисключительная компетенция судов
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