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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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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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Russian International Relations in War and Revolution, 1914–22. Book 1: Origins and War, 1914–16

Book 1: Book 1: Origins and War, 1914–16. Bloomington : Slavica Publishers, 2021.
Academic editor: D. Schimmelpenninck van der Oye, M. Hughes, D. M. McDonald, Budnitskii O.

Historians devote a great deal of attention to the diplomacy that led Russia into the Great War, but have tended to neglect the course of this diplomacy once the fighting erupted. This volume addresses that lacuna with a broad range of essays examining the foreign relations of the empire, as well as its republican and early Soviet successors, from the July 1914 Crisis to the end of the Civil War in 1922.

Written by distinguished and emerging scholars from North America, Europe, Russia, and Japan, the essays make abundant use of Russian archival collections, largely inaccessible until the 1990s, to reassess the conjectures and conclusions previously drawn from other sources. While some chapters focus on traditional “diplomatic” history, others adopt new “international history” by placing Russia’s relations with the world in their social, intellectual, economic, and cultural contexts.

Arranged in roughly chronological order, the first volume covers the late imperial period, from 1914 through mid-1916, while the second proceeds through the revolutions of 1917 and the Civil War, up to the end of that conflict in 1922. Together, these books’ comments should foster a renewed appreciation for international relations as a central element of Russia’s Great War and Revolution.

Chapters
The State Duma and Russian Foreign Policy in the Great War
Solovyov K., , in: Russian International Relations in War and Revolution, 1914–22. Book 1: Origins and War, 1914–16Book 1: Book 1: Origins and War, 1914–16.: Bloomington: Slavica Publishers, 2021. P. 317–332.
The chapter is devoted to the role of State Duma in the international cooperation at the times of the I World War. The main author's idea was to show the mutual influence of foreign affairs and internal politics of Russia of that time. ...
Added: August 7, 2021
Research target: History and Archeology
Priority areas: humanitarian
Language: English
Full text
DOI
Keywords: русская революция 1917 годаПервая мировая войнаDiplomacyДипломатияInternational relationsRussian Revolution of 1917Russia's Great War
Russian International Relations in War and Revolution, 1914–22. Book 1: Origins and War, 1914–16
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