Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

The Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the De...

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Veröffentlicht in:arXiv.org 2023-07
Hauptverfasser: Acciarri, R, Aduszkiewicz, A, Antoshkin, A, Asaadi, J, Back, J J, J Barranco Monarca, Battisti, F, Bellettini, G, Bellini, V, Bevan, A, Booth, A, Buchanan, N, Cagnoli, I, Carniti, P, Cervelli, A, Christodoulou, G, Cova, P, Dalager, O, K De, Debbins, P, De Lurgio, P, Díaz, F, Dunne, P, Eisch, J, Emberger, L, Farzan, Y, Filthaut, F, Fitzpatrick, R S, Fox, W, Franco, D, Gandhi, R, Ghorbani-Moghaddam, Z, Green, S, Guerzoni, M, Guglielmi, A, Guzzo, M M, Hamernik, T, Han, J, Hasegawa, T, Hinkle, E, Horton-Smith, G A, Isenhower, L, Jain, V, Jiménez, S, Kalitkina, A, Kazaryan, N, Kose, U, Kumar, J, Kunze, P, Lazanu, I, Liu, Y, Loew, T, Lokajicek, M, Lomidze, I, Macier, J, Mann, A, Marsden, D, Marteau, J, Martín-Albo, J, Martinez Caicedo, D A, Miller, W, Montaño Zetina, L M, Muir, A, Nagu, S, Nath, A, Newbold, D, Nikolica, A, Paley, J M, Parke, S, Patrizii, L, Pavlovic, Z, Pawloski, G, Potekhin, M, Psihas, F, Razakamiandra, R, Riccobene, G, J Rodriguez Rondon, Rubbia, A, Savinov, V, Segreto, E, Singh, J, Solovov, V, Soto-Oton, J, Stokes, T, Svoboda, R, B Tapia Oregui, Tayloe, R, Tortola, M, Toups, M, Tsverava, N, Valder, S, Valencia, E, Varanini, F, Vasina, S, Wang, L, Wisniewski, W, Worcester, E, Yang, G, J Yu, Zamorano, B
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Sprache:eng
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Zusammenfassung:The Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/\(c\) charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1\(\pm0.6\)% and 84.1\(\pm0.6\)%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation.
ISSN:2331-8422
DOI:10.48550/arxiv.2206.14521