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Št. zadetkov: 2
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge
Boris Panes, Christopher Eckner, Luc Hendriks, Sascha Caron, Klaas Dijkstra, Gudlaugur Johannesson, Roberto Ruiz de Austri, Gabrijela Zaharijas
Izvirni znanstveni članek
Oznake: gamma rays;astroparticle physics;data analysis;
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge
Leto: 2021 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Localisation and classification of gamma ray sources using neural networks
Chris van den Oetelaar, Saptashwa Bhattacharyya, Boris Panes, Sascha Caron, Gabrijela Zaharijas, Roberto Ruiz de Austri, Guõlaugur Jóhannesson
Objavljeni znanstveni prispevek na konferenci
Oznake: gamma-rays;deep learning;computer vision;
With limited statistics and spatial resolution of current detectors, accurately localising and separating gamma-ray point sources from the dominating interstellar emission in the GeV energy range is challenging. Motivated by the challenges of the traditional methods used for the gamma-ray source det ...
Leto: 2022 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Št. zadetkov: 2
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