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News
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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Foresight for Science Technology and Innovation

Netherlands : Springer, 2016.
Miles I. D., Saritas O., Sokolov A.

Decision-makers at all levels are being confronted with novel complexities and uncertainties and face long-term challenges which require foresight about long-term future prospects, assumptions, and strategies. This book explores how foresight studies can be systematically undertaken and used in this context.  It explicates why and how methods like horizon scanning, scenario planning, and roadmapping should be applied when dealing with high levels of uncertainty. The scope of the book moves beyond “narrow” technology foresight, towards addressing systemic interrelations between social, technological, economic, environmental, and political systems.  Applications of foresight tools to such fields as energy, cities, health, transportation, education, and sustainability are considered as well as enabling technologies including nano-, bio-, and information technologies and cognitive sciences. The approaches will be illustrated with specific actual cases.

Chapters
Foresight for STI: What and Why
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 9–20.
. ...
Added: September 23, 2016
Interaction: Participation and Recruitment
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 43–62.
...
Added: September 23, 2016
Initiation: Scoping and Managing for STI
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 21–42.
...
Added: September 23, 2016
Intelligence: Environmental and Horizon Scanning
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 63–94.
...
Added: September 23, 2016
Intelligence: Delphi
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 95–124.
...
Added: September 23, 2016
Imagination: Scenarios and Alternative Futures
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 125–168.
...
Added: September 23, 2016
Integration: Modelling
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 169–204.
...
Added: September 23, 2016
From Integration to Interpretation: Translating for STI into Strategies
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 205–236.
. ...
Added: September 23, 2016
Intervention and Impact: Outcomes, Action and Evaluation
Miles I. D., Saritas O., Sokolov A., , in: Foresight for Science Technology and Innovation.: Netherlands: Springer, 2016. P. 237–254.
...
Added: September 23, 2016
Priority areas: economics
Language: English
Full text
DOI
Text on another site
Keywords: alternative futuresstrategies scenariosForesightDelphiForesight for STI
Foresight for Science Technology and Innovation
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