학술논문
Monte Carlo study of a single SST-1M prototype for the Cherenkov Telescope Array
Document Type
Working Paper
Author
Jurysek, Jakub; Samarai, Imen Al; Alispach, Cyril; Balbo, Matteo; Barbano, Anastasia Maria; Beshley, Vasyl; Biland, Adrian; Blazek, Jiri; Błocki, Jacek; Borkowski, Jerzy; Bulik, Tomek; Cadoux, Frank Raphael; Chytka, Ladislav; Coco, Victor; De Angelis, Nicolas; Della Volpe, Domenico; Favre, Yannick; Gieras, Tomasz; Grudzińska, Mira; Hamal, Petr; Heller, Mathieu; Hrabovsky, Miroslav; Kasperek, Jerzy; Koncewicz, Katarzyna; Kotarba, Andrzej; Lyard, Etienne; Mach, Emil; Mandat, Dusan; Michal, Stanislav; Michalowski, Jerzy; Moderski, Rafal; Montaruli, Teresa; Nagai, Andrii; Neise, Dominik; Niemiec, Jacek; Ekoume, Theodore Rodrigue Njoh; Ostrowski, Michal; Palatka, Miroslav; Pasko, Pawel; Pech, Miroslav; Pilszyk, Bartłomiej; Przybilski, Henry; Rajda, Pawel; Renier, Yves; Rozwadowski, Paweł; Schovanek, Petr; Seweryn, K.; Sliusar, Vitalii; Smakulska, Dorota; Sobczyńska, Dorota; Stawarz, Łukasz; Świerblewski, Jacek; Świerk, Paweł; Travnicek, Petr; Pujadas, Isaac Troyano; Walter, Roland; Wiecek, Marek; Zagdański, Aleksander; Zietara, Krzystof
Source
Subject
Language
Abstract
The SST-1M telescope was developed as a prototype of a Small-Size-Telescope for the Cherenkov Telescope Array observatory and it has been extensively tested in Krakow since 2017. In this contribution we present validation of the Monte Carlo model of the prototype and expected performance in Krakow conditions. We focus on gamma/hadron separation and mono reconstruction of energy and gamma photon arrival direction using Machine learning methods.
Comment: 8 pages, 13 figures, ICRC 2019 proceeding
Comment: 8 pages, 13 figures, ICRC 2019 proceeding