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Št. zadetkov: 2
Search for EeV photon-induced events at the Telescope Array
I. Kharuk, R. U. Abbasi, Y. Abe, T. Abu-Zayyad, M. Allen, Yasuhiko Arai, R. Arimura, E. Barcikowski, J. W. Belz, D. R. Bergman
Objavljeni znanstveni prispevek na konferenci
Oznake: Telescope Array;indirect detection;surface detection;ground array;ultra-high energy;cosmic rays;photons;neural network;machine learning;
We report on the updated results on the search for photon-like-induced events in the data, collected by Telescope Array's Surface Detectors during the last 14 years. In order to search for photon-like-induced events, we trained a neural network on Monte-Carlo simulated data to distinguish between th ...
Leto: 2023 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Mass composition of Telescope Array's surface detectors events using deep learning
I. Kharuk, R. U. Abbasi, T. Abu-Zayyad, M. Allen, Yasuhiko Arai, R. Arimura, E. Barcikowski, J. W. Belz, D. R. Bergman, S. A. Blake, J. P. Lundquist
Objavljeni znanstveni prispevek na konferenci
Oznake: Telescope Array;indirect detection;ground array;cosmic rays;surface detection;ultra-high energy;
We report on an improvement of deep learning techniques used for identifying primary particles of atmospheric air showers. The progress was achieved by using two neural networks. The first works as a classifier for individual events, while the second predicts fractions of elements in an ensemble of ...
Leto: 2022 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Št. zadetkov: 2
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