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.

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora / Abed Abud, Adam; Others, ; Domenico, Di; Antonio, ; Gauzzi, Paolo. - In: EPJ WEB OF CONFERENCES. - ISSN 2101-6275. - 83:7(2023), pp. 1-25. [10.1140/epjc/s10052-023-11733-2]

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

Di Domenico;Gauzzi, Paolo
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.
2023
neutrino physics; data analysis; data reconstruction
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Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora / Abed Abud, Adam; Others, ; Domenico, Di; Antonio, ; Gauzzi, Paolo. - In: EPJ WEB OF CONFERENCES. - ISSN 2101-6275. - 83:7(2023), pp. 1-25. [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/11573/1721240
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