Zobrazeno 1 - 10
of 91
pro vyhledávání: '"Kryukov, Alexander"'
Autor:
Dubenskaya, Julia, Kryukov, Alexander, Demichev, Andrey, Polyakov, Stanislav, Gres, Elizaveta, Vlaskina, Anna
Generative adversarial networks are a promising tool for image generation in the astronomy domain. Of particular interest are conditional generative adversarial networks (cGANs), which allow you to divide images into several classes according to the
Externí odkaz:
http://arxiv.org/abs/2211.15807
Autor:
Polyakov, Stanislav, Kryukov, Alexander, Demichev, Andrey, Dubenskaya, Julia, Gres, Elizaveta, Vlaskina, Anna
High-energy particles hitting the upper atmosphere of the Earth produce extensive air showers that can be detected from the ground level using imaging atmospheric Cherenkov telescopes. The images recorded by Cherenkov telescopes can be analyzed to se
Externí odkaz:
http://arxiv.org/abs/2211.12553
Autor:
Vlaskina, Anna, Kryukov, Alexander
The TAIGA experimental complex is a hybrid observatory for high-energy gamma-ray astronomy in the range from 10 TeV to several EeV. The complex consists of such installations as TAIGA- IACT, TAIGA-HiSCORE and a number of others. The TAIGA-HiSCORE fac
Externí odkaz:
http://arxiv.org/abs/2211.12197
Autor:
Demichev, Andrey, Kryukov, Alexander
Currently there exists rather promising new trend in machine leaning (ML) based on the relationship between neural networks (NN) and Gaussian processes (GP), including many related subtopics, e.g., signal propagation in NNs, theoretical derivation of
Externí odkaz:
http://arxiv.org/abs/2209.08371
Extensive air showers created by high-energy particles interacting with the Earth atmosphere can be detected using imaging atmospheric Cherenkov telescopes (IACTs). The IACT images can be analyzed to distinguish between the events caused by gamma ray
Externí odkaz:
http://arxiv.org/abs/2112.15382
Autor:
Demichev, Andrey, Kryukov, Alexander
Publikováno v:
Proccedings of The 9th International Conference "Distributed Computing and Grid Technologies in Science and Education", CEUR Workshop Proceedings, 2021, Vol. 3041, pp. 96-100
The work presents a solution for completely decentralized data management systems in geographically distributed environments with administratively unrelated or loosely related user groups and in conditions of partial or complete lack of trust between
Externí odkaz:
http://arxiv.org/abs/2112.10693
Autor:
Vlaskina, Anna, Kryukov, Alexander
TAIGA is a hybrid observatory for gamma-ray astronomy at high energies in range from 10 TeV to several EeV. It consists of instruments such as TAIGA-IACT, TAIGA-HiSCORE, and others. TAIGA-HiSCORE, in particular, is an array of wide-angle timing Chere
Externí odkaz:
http://arxiv.org/abs/2112.10170
Publikováno v:
CEUR Workshop Proceedings, Vol-2679, pages 106-110, 2020
AstroDS is a distributed storage for Cosmic Ray Astrophysics. The primary goal of Astro DS is to gather data measured by the instruments of various physical experiments such as TAIGA, TUNKA, KASCADE into global storage and provide the users with a st
Externí odkaz:
http://arxiv.org/abs/2010.04944
Publikováno v:
CEUR Workshop Proceedings, Vol-2679, pages 32-42, 2020
Currently, the processing of scientific data in astroparticle physics is based on various distributed technologies, the most common of which are Grid and cloud computing. The most frequently discussed approaches are focused on large and even very lar
Externí odkaz:
http://arxiv.org/abs/2010.04938
Autor:
Nguyen, Minh-Duc, Kryukov, Alexander, Dubenskaya, Julia, Korosteleva, Elena, Bychkov, Igor, Mikhailov, Andrey, Shigarov, Alexey
German-Russian Astroparticle Data Life Cycle Initiative is an international project whose aim is to develop a distributed data storage system that aggregates data from the storage systems of different astroparticle experiments. The prototype of such
Externí odkaz:
http://arxiv.org/abs/1908.01554