The Use of Conditional Variational Autoencoders for Simulation of EAS Images from IACTs

Imaging atmospheric Cherenkov telescopes are used to record images of extensive area showers caused by high-energy particles colliding with the upper atmosphere. The images are analyzed to determine events’ physical parameters, such as the type and the energy of the primary particles. The distributi...

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Veröffentlicht in:	Moscow University physics bulletin 2023-12, Vol.78 (Suppl 1), p.S37-S44
Hauptverfasser:	Kryukov, A. P., Polyakov, S. P., Vlaskina, A. A., Gres, E. O., Demichev, A. P., Dubenskaya, Yu. Yu, Zhurov, D. P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Gamma ray sources Machine Learning in Fundamental Physics Mathematical and Computational Physics Monte Carlo simulation Parameters Physical properties Physics Physics and Astronomy Telescopes Theoretical Upper atmosphere
Online-Zugang:	Volltext
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