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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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Photoinduced light absorption in Ge/Si quantum dots

St. Petersburg Polytechnical University Journal: Physics and Mathematics. 2024. Vol. 17. No. 1.1. P. 105–112.
Ustimenko R. V., Karaulov D. A., Vinnichenko M. Y., I. S. Makhov, Firsov D. A., Sarkisyan H. A., Sargsian T. A., Hayrapetyan D. B.

Photoinduced absorption in nanostructures with doped Ge/Si quantum dots as well as in undoped structures, was studied. Spectra of photoinduced absorption at cryogenic temperatures under direct and indirect in real space  resonant interband pumping, as well as time-resolved spectra were obtained. Two high-energy peaks detected in the absorption spectra may be associated with intraband hole transitions from the ground and excited states of  quantum dots to the continuous spectrum. The low-energy peak corresponds to interlevel transitions of holes between the ground and excited states. The dynamics of the decay of high-energy peaks can be described in terms of fast and slow components associated with the capture of photoexcited carriers on the levels in a quantum dot. Structures with Ge/Si quantum dots can be used to develop mid-infrared detectors.

Research target: Physics Nanotechnologies
Language: English
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Keywords: поглощениеквантовые точкиquantum dotsabsorptionGeSi quantum dotsGeSi
Publication based on the results of:
Creation and investigation of semiconductor micro- and nanolasers for photonic integrated circuits (2024)
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