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November 10, 2026
Physicists Train AI to Optimise Particle Beams in Accelerators
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science and the Budker Institute of Nuclear Physics at the Siberian Branch of the Russian Academy of Sciences have developed RLABC (Reinforcement Learning for Accelerator Beamline Control), a framework that uses reinforcement learning to identify optimal settings for a particle accelerator. In a computer simulation, RLABC optimised the accelerator's parameters to achieve a particle transmission rate of 70%. The study has been published in Computer Physics Communications.
November 9, 2026
'Organ-on-a-Chip Technology Could Eliminate the Need for Animal Testing'
The Laboratory of Molecular Physiology at the HSE Faculty of Biology and Biotechnology investigates how molecular regulators known as microRNAs control gene expression and contribute to the development of diseases, including cancer, viral and inflammatory conditions, and pregnancy complications. At HSE University, researchers develop organ-on-a-chip models: miniature devices containing living cells that mimic the functions of human organs, such as the placenta and intestines. These models help researchers understand how diseases develop and how drugs affect them. HSE News Service spoke with Evgeny Knyazev, Head of the Laboratory.
November 9, 2026
Flattened Terrain Models Underestimate Vehicle-to-Vehicle Communication Outages
Researchers at HSE MIEM have shown that widely used simulators of vehicle-to-vehicle communication significantly overestimate its reliability because they assume flat terrain. When terrain features, bridges, and tunnels are taken into account, the outage rate on a mountain serpentine road rises from 21% to 30%, on an overpass from 20% to 33%, and in a tunnel from 0% to 80%. The results have been published in Future Transportation.

 

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Объектно-атрибутная модель представления пространственно-временных отношений между объектами

Прикладная информатика. 2016. № 3. С. 32–44.
Salibekyan S. M., Петрова С. Б.

 

The research goal was initially to develop a network (graph) database (DB) of wide applicability for representing the meaning obtained from a text in a natural language (general DB). Since the meaning descriptions of the physical world are often encountered in texts, it was required to separate the DB part (named the physical DB) intended to describe the spatio-temporal and cause-effect relationships between objects. The article draws attention to this part of DB because it can be used not only in NLP but also in many other areas: automatic systems of mobile technical objects for orientation in space, virtual reality, etc. The physical DB describes the physical world from the standpoint of subjective perception by a person or a technical object. The object-attribute approach to the data structure underlies the general and physical DB. An organization principle and a rigid format were developed for the general DB, and the information search technology and a principle for obtaining new information on the basis of the already existing information are additionally developed for the physical DB. The physical DB can describe practically all possible characteristics of objects and relations between objects in the real world: relative position of objects, direction, shapes and dimensions of objects, metrics, relationships between cause and effect. The real world perception subjectivity is ensured by the application of the theory of fuzzy sets and linguistic variables.

 

The research goal was initially to develop a network (graph) database (DB) of wide applicability for representing the meaning obtained from a text in a natural language (general DB). Since the meaning descriptions of the physical world are often encountered in texts, it was required to separate the DB part (named the physical DB) intended to describe the spatio-temporal and cause-effect relationships between objects. The article draws attention to this part of DB because it can be used not only in NLP but also in many other areas: automatic systems of mobile technical objects for orientation in space, virtual reality, etc. The physical DB describes the physical world from the standpoint of subjective perception by a person or a technical object. The object-attribute approach to the data structure underlies the general and physical DB. An organization principle and a rigid format were developed for the general DB, and the information search technology and a principle for obtaining new information on the basis of the already existing information are additionally developed for the physical DB. The physical DB can describe practically all possible characteristics of objects and relations between objects in the real world: relative position of objects, direction, shapes and dimensions of objects, metrics, relationships between cause and effect. The real world perception subjectivity is ensured by the application of the theory of fuzzy sets and linguistic variables.

Research target: Computer Science
Priority areas: IT and mathematics
Language: Russian
Full text
Keywords: семантическая сетьпсевдофизическая логикапространственно-временные отношения объектовпро- странственно-временная логикапространственно-временное исчислениеобъектно- атрибутный принцип организации структур данныхсетевая база данных
Publication based on the results of:
Design and analysis of distributed dataflow computing system architecture for natural language processing and data mining (2015)
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