Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

Abud, A.; Abi, B.; Acciarri, R.; Acero, M.; Adames, M.; Adamov, G.; Adamowski, M.; Adams, D.; Adinolfi, M.; Adriano, C.; Aduszkiewicz, A.; Aguilar, J.; Ahmad, Z.; Ahmed, J.; Aimard, B.; Akbar, F.; Ali-Mohammadzadeh, B.; Allison, K.; Monsalve, S.; AlRashed, M.; Alt, C.; Alton, A.; Alvarez, R.; Amedo, P.; Anderson, J.; Andreopoulos, C.; Andreotti, M.; Andrews, M.; Andrianala, F.; Andringa, S.; Anfimov, N.; Ankowski, A.; Antoniassi, M.; Antonova, M.; Antoshkin, A.; Antusch, S.; Aranda-Fernandez, A.; Arellano, L.; Arnold, L.; Arroyave, M.; Asaadi, J.; Asquith, L.; Aurisano, A.; Aushev, V.; Autiero, D.; Ayala Lara, V.; Ayala-Torres, M.; Azfar, F.; Back, A.; Back, H.; Back, J.; Backhouse, C.; Bagaturia, I.; Bagby, L.; Balashov, N.; Balasubramanian, S.; Baldi, P.; Baller, B.; Bambah, B.; Barao, F.; Barenboim, G.; Barker, G.; Barkhouse, W.; Barnes, C.; Barr, G.; Monarca, J.; Barros, A.; Barros, N.; Barrow, J.; Basharina-Freshville, A.; Bashyal, A.; Basque, V.; Batchelor, C.; Battat, J.; Battisti, F.; 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doi:10.1140/epjc/s10052-023-11733-2
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

A. Abud (CERN, The European Organization for Nuclear Research, Meyrin, 1211, Switzerland; University of Liverpool, Liverpool, L69 7ZE, UK) ; B. Abi (University of Oxford, Oxford, OX1 3RH, UK) ; R. Acciarri (Fermi National Accelerator Laboratory, Batavia, IL, 60510, USA) ; M. Acero (Universidad del Atlántico, Barranquilla, Atlántico, Colombia) ; M. Adames (Universidade Tecnológica Federal do Paraná, Curitiba, Brazil) ; et al. - Show all 1227 authors
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 $$\pm 0.6$$ $\pm 0.6$ % and 84.1 $$\pm 0.6$$ $\pm 0.6$ %, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation.
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  "titles": [
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      "source": "Springer", 
      "title": "Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora"
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      "year": "2023"
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  "abstracts": [
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      "source": "Springer", 
      "value": "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 $$\\pm 0.6$$  <math> <mrow> <mo>\u00b1</mo> <mn>0.6</mn> </mrow> </math>  % and 84.1 $$\\pm 0.6$$  <math> <mrow> <mo>\u00b1</mo> <mn>0.6</mn> </mrow> </math>  %, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation."
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      "date": "2023-07-14", 
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Published on:: 14 July 2023
Publisher:: Springer
Published in:: European Physical Journal C , Volume 83 (2023)
Issue 7
Pages 1-25
DOI:: https://doi.org/10.1140/epjc/s10052-023-11733-2
arXiv:: 2206.14521v1
Copyrights:: The Author(s)
Licence:: CC-BY-4.0
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