21 citations · 66 across the 15 of their papers we have counts for
17 papers
Capability of using the normalizing flows for extraction rare gamma events in the TAIGA experiment
A. P. Kryukov, A. Yu. Razumov, A. P. Demichev +6
The objective of this work is to develop a method for detecting rare gamma quanta against the background of charged particles in the fluxes from sources in the Universe with the he…
Selection of gamma events from IACT images with deep learning methods
E. O. Gres, A. P. Kryukov, A. P. Demichev +4
Imaging Atmospheric Cherenkov Telescopes (IACTs) of gamma ray observatory TAIGA detect the Extesnive Air Showers (EASs) originating from the cosmic or gamma rays interactions with…
Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis
Julia Dubenskaya, Alexander Kryukov, Andrey Demichev +3
Generative adversarial networks are a promising tool for image generation in the astronomy domain. Of particular interest are conditional generative adversarial networks (cGANs), w…
Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes
Stanislav Polyakov, Alexander Kryukov, Andrey Demichev +3
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 telesco…
Processing Images from Multiple IACTs in the TAIGA Experiment with Convolutional Neural Networks
Stanislav Polyakov, Andrey Demichev, Alexander Kryukov +1
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…
Improving the Effective Utilization of Supercomputer Resources by Adding Low-Priority Containerized Jobs
Julia Dubenskaya, Stanislav Polyakov
We propose an approach to utilize idle computational resources of supercomputers. The idea is to maintain an additional queue of low-priority non-parallel jobs and execute them in…