Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
Journal Article
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· Eur.Phys.J.C
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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$$\pm 0.6$$% and 84.1$$\pm 0.6$$%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation.
- Research Organization:
- ABC Federal U.; APC, Paris; Abilene Christian U.; Ahmedabad, Phys. Res. Lab; Akdeniz U.; Annecy, LAPP; Antananarivo U.; Antonio Narino U.; Argonne National Laboratory (ANL), Argonne, IL (United States); Arizona U.; Asuncion Natl. U.; Athens U.; Augustana Coll., Sioux Falls; Banaras Hindu U.; Barcelona, IFAE; Basel U.; Bern U.; Beykent U.; Birmingham U.; Boston U.; Bristol U.; Brookhaven National Laboratory (BNL), Upton, NY (United States); Bucharest U.; CERN; CINVESTAV, IPN; CTU, Prague; Calcutta, VECC; Caltech; Cambridge U.; Catolica del Norte U.; Charles U.; Chicago U.; Chung-Ang U.; Cincinnati U.; Colima U.; Colorado State U.; Colorado U.; Columbia U.; Cracow, INP; Dakota State U.; Dallas U.; Daresbury; Diadema, Sao Paulo Fed. U.; Drexel U.; Dubna, JINR; Duke U.; Durham U.; Edinburgh U.; Eotvos U.; Escuela de Ingenieria de Antioquia; Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Florida U.; GSSI, Aquila; GTU, Tbilisi; Goias U.; Gran Sasso; Granada U.; Guanajuato U.; Harish-Chandra Res. Inst.; Harvard U.; Hawaii U.; Houston U.; Hyderabad U.; IIT, Chicago; INFN, Bologna; INFN, Catania; INFN, Ferrara; INFN, LNS; INFN, Lecce; INFN, Milan; INFN, Milan Bicocca; INFN, Naples; INFN, Padua; INFN, Rome; IP2I, Lyon; IPM, Tehran; ITPM, Yerevan; Idaho State U.; Imperial Coll., London; Indian Inst. Tech., Guwahati; Indian Inst. Tech., Hyderabad; Indiana U.; Iowa State U.; Iowa U.; Iwate U.; Jackson State U.; Jammu U.; Jeonbuk Natl. U.; Jyvaskyla U.; K L U.; KEK, Tsukuba; KISTI, Daejeon; Kansas State U.; Kure Tech. Coll.; LIP, Lisbon; LPSC, Grenoble; Lancaster U.; Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Lima, Pont. U. Catolica; Liverpool U.; Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Louisiana State U.; Lucknow U.; MIT; Madrid, Autonoma U.; Madrid, CIEMAT; Manchester U.; Medellin U.; Michigan State U.; Michigan U.; Minnesota U.; Minnesota U., Duluth; Mississippi U.; Moscow, INR; Nehru U.; New Mexico U.; Nikhef, Amsterdam; Niteroi, Fluminense U.; North Dakota U.; Northern Illinois U.; Northwestern U.; Notre Dame U.; Occidental Coll.; Ohio State U.; Oregon State U.; Orsay, LAL; Oxford U.; Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Padua U.; Panjab U.; Pavia U.; Penn State U.; Pennsylvania U.; Pisa U.; Pittsburgh U.; Prague, Inst. Phys.; Puerto Rico U., Mayaguez; Punjab Agric. U., Ludhiana; Queen Mary, U. of London; Rio de Janeiro Federal U.; Rio de Janeiro, CBPF; Rochester U.; Rome U.; Royal Holloway, U. of London; Rutgers U., Piscataway; Rutherford; SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); SUNY, Albany; SUNY, Stony Brook; SYSU, Guangzhou; Saclay; Salento U.; San Jose State U.; Sanford Underground Lab.; Santiago de Compostela U., IGFAE; Sao Carlos Federal U.; Sheffield U.; South Carolina U.; South Dakota Sch. Mines Tech.; South Dakota State U.; Southern Methodist U.; Sussex U.; Syracuse U.; Taras Shevchenko U.; Tech. Fed. Parana U.; Texas A-M; Texas A-M, Corpus Christi; Texas U.; Texas U., Arlington; Tokyo U., IPMU; Toronto U.; Tufts U.; U. Atlantico, Barranquilla; U. Campinas; U. Fed. Alfenas; U. Sergio Arboleda, Bogota; UC, Berkeley; UC, Davis; UC, Irvine; UC, Riverside; UC, Santa Barbara; UCLA; UNI, Lima; UNIST, Ulsan; Univ. of Rochester, NY (United States); University Coll. London; University of Colorado, Boulder, CO (United States); University of Michigan, Ann Arbor, MI (United States); University of Rochester, NY (United States); Valencia U., IFIC; Valley City State U.; Virginia Polytechnic Inst. and State Univ. (Virginia Tech), Blacksburg, VA (United States); Virginia Tech.; Warsaw U.; Warwick U.; Wellesley Coll.; Wichita State U.; William-Mary Coll.; Wisconsin U., Madison; Yale U.; York U., Canada; Zurich, ETH
- Sponsoring Organization:
- US Department of Energy; USDOE Laboratory Directed Research and Development (LDRD) Program; USDOE Office of Science (SC); USDOE Office of Science (SC), High Energy Physics (HEP)
- Contributing Organization:
- DUNE Collaboration
- Grant/Contract Number:
- 89233218CNA000001; 89243024CSC000002; AC02-06CH11357; AC02-07CH11359; SC0007859; SC0008475; SC0010005; SC0023471
- OSTI ID:
- 1875885
- Report Number(s):
- CERN-EP-DRAFT-MISC-2022-007; FERMILAB-PUB--2-2-488-AD-ESH-LBNF-ND-SCD; FERMILAB-PUB-22-488-AD-ESH-LBNF-ND-SCD; LA-UR--23-31062; arXiv:2206.14521; oai:inspirehep.net:2111135; arXiv:2206.14521
- Journal Information:
- Eur.Phys.J.C, Journal Name: Eur.Phys.J.C Journal Issue: 7 Vol. 83
- Country of Publication:
- United States
- Language:
- English
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