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 ± 0.6 % and 84.1 ± 0.6 %, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation.

Abud, A., Abi, B., Acciarri, R., Acero, M., Adames, M., Adamov, G., et al. (2023). Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora. THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS, 83(7) [10.1140/epjc/s10052-023-11733-2].

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

Biassoni M.;Bonesini M.;Branca A.;Brizzolari C.;Brunetti G.;Carniti P.;Falcone A.;Gotti C.;Guffanti D.;Minotti A.;Pessina G.;Terranova F.;Torti M.;
2023

Abstract

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 ± 0.6 % and 84.1 ± 0.6 %, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation.
Articolo in rivista - Articolo scientifico
neutrino
English
14-lug-2023
2023
83
7
618
open
Abud, A., Abi, B., Acciarri, R., Acero, M., Adames, M., Adamov, G., et al. (2023). Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora. THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS, 83(7) [10.1140/epjc/s10052-023-11733-2].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/437607
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