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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)
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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