Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

DUNE Collaboration

doi:10.1140/epjc/s10052-023-11733-2

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

DUNE Collaboration

Grupo de investigación en Ciencias de la Tierra y el Espacio

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

2 Citas (Scopus)

Resumen

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.

Idioma original	Inglés
Número de artículo	618
Publicación	European Physical Journal C
Volumen	83
N.º	7
DOI	https://doi.org/10.1140/epjc/s10052-023-11733-2
Estado	Publicada - jul. 2023

Tipos de productos de Minciencias

Artículo A1 - Q1

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10.1140/epjc/s10052-023-11733-2

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@article{dc32b1ee52ec4bc2aa29c90ab54d80d6,

title = "Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora",

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.",

author = "DUNE Collaboration and Abud, {A. Abed} and B. Abi and R. Acciarri and Acero, {M. A.} and Adames, {M. R.} and G. Adamov and M. Adamowski and D. Adams and M. Adinolfi and C. Adriano and A. Aduszkiewicz and J. Aguilar and Z. Ahmad and J. Ahmed and B. Aimard and F. Akbar and B. Ali-Mohammadzadeh and K. Allison and Monsalve, {S. Alonso} and M. AlRashed and C. Alt and A. Alton and R. Alvarez and P. Amedo and J. Anderson and C. Andreopoulos and M. Andreotti and M. Andrews and F. Andrianala and S. Andringa and N. Anfimov and A. Ankowski and M. Antoniassi and M. Antonova and A. Antoshkin and S. Antusch and A. Aranda-Fernandez and L. Arellano and Arnold, {L. O.} and Arroyave, {M. A.} and J. Asaadi and L. Asquith and A. Aurisano and V. Aushev and D. Autiero and {Ayala Lara}, V. and M. Ayala-Torres and F. Azfar and A. Back and H. Back and Back, {J. J.} and C. Backhouse and I. Bagaturia and L. Bagby and N. Balashov and S. Balasubramanian and P. Baldi and B. Baller and B. Bambah and F. Barao and G. Barenboim and G. Barker and W. Barkhouse and C. Barnes and G. Barr and Monarca, {J. Barranco} and A. Barros and N. Barros and Barrow, {J. L.} and A. Basharina-Freshville and A. Bashyal and V. Basque and C. Batchelor and J. Battat and F. Battisti and F. Bay and Bazetto, {M. C.Q.} and {Bazo Alba}, {J. L.} and Beacom, {J. F.} and E. Bechetoille and B. Behera and {das Chagas}, {E. Belchior Batista} and L. Bellantoni and G. Bellettini and V. Bellini and O. Beltramello and N. Benekos and {Benitez Montiel}, C. and {Bento Neves}, F. and J. Berger and S. Berkman and P. Bernardini and Berner, {R. M.} and A. Bersani and S. Bertolucci and M. Betancourt and Rodr{\'i}guez, {A. Betancur} and A. Bevan and Y. Bezawada and Bezerra, {A. T.} and Bezerra, {T. J.} and A. Bhardwaj and V. Bhatnagar and M. Bhattacharjee and D. Bhattarai and S. Bhuller and B. Bhuyan and S. Biagi and J. Bian and M. Biassoni and K. Biery and B. Bilki and M. Bishai and A. Bitadze and A. Blake and Blaszczyk, {F. D.M.} and Blazey, {G. C.} and E. Blucher and J. Boissevain and S. Bolognesi and T. Bolton and L. Bomben and M. Bonesini and C. Bonilla-Diaz and F. Bonini and A. Booth and F. Boran and S. Bordoni and A. Borkum and N. Bostan and P. Bour and D. Boyden and J. Bracinik and D. Braga and D. Brailsford and A. Branca and A. Brandt and J. Bremer and C. Brew and Brice, {S. J.} and C. Brizzolari and C. Bromberg and J. Brooke and A. Bross and G. Brunetti and M. Brunetti and N. Buchanan and H. Budd and I. Butorov and I. Cagnoli and T. Cai and D. Caiulo and R. Calabrese and P. Calafiura and J. Calcutt and M. Calin and S. Calvez and E. Calvo and A. Caminata and {Campos Benitez}, A. and D. Caratelli and D. Carber and Carceller, {J. M.} and G. Carini and B. Carlus and Carneiro, {M. F.} and P. Carniti and Terrazas, {I. Caro} and H. Carranza and T. Carroll and Forero, {J. F.Casta{\~n}o} and A. Castillo and C. Castromonte and E. Catano-Mur and C. Cattadori and F. Cavalier and G. Cavallaro and F. 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Wilson and Wilson, {R. J.} and W. Wisniewski and J. Wolcott and T. Wongjirad and A. Wood and K. Wood and E. Worcester and M. Worcester and K. Wresilo and C. Wret and W. Wu and W. Wu and Y. Xiao and B. Yaeggy and E. Yandel and G. Yang and K. Yang and T. Yang and A. Yankelevich and N. Yershov and K. Yonehara and Y. Yoon and T. Young and B. Yu and H. Yu and H. Yu and J. Yu and Y. Yu and W. Yuan and R. Zaki and J. Zalesak and L. Zambelli and B. Zamorano and A. Zani and L. Zazueta and G. Zeller and J. Zennamo and K. Zeug and C. Zhang and S. Zhang and Y. Zhang and M. Zhao and E. Zhivun and G. Zhu and Zimmerman, {E. D.} and S. Zucchelli and J. Zuklin and V. Zutshi and R. Zwaska",

note = "Funding Information: The ProtoDUNE-SP detector was constructed and operated on the CERN Neutrino Platform. We gratefully acknowledge the support of the CERN management, and the CERN EP, BE, TE, EN and IT Departments for NP04/ProtoDUNE-SP. This document was prepared by the DUNE collaboration using the resources of the Fermi National Accelerator Laboratory (Fermilab), a U.S. Department of Energy, Office of Science, HEP User Facility. Fermilab is managed by Fermi Research Alliance, LLC (FRA), acting under Contract No. DE-AC02-07CH11359. This work was supported by CNPq, FAPERJ, FAPEG and FAPESP, Brazil; CFI, IPP and NSERC, Canada; CERN; M{\v S}MT, Czech Republic; ERDF, H2020-EU and MSCA, European Union; CNRS/IN2P3 and CEA, France; INFN, Italy; FCT, Portugal; NRF, South Korea; CAM, Fundaci{\'o}n “La Caixa”, Junta de Andaluc{\'i}a-FEDER, MICINN, and Xunta de Galicia, Spain; SERI and SNSF, Switzerland; T{\"U}BİTAK, Turkey; The Royal Society and UKRI/STFC, United Kingdom; DOE and NSF, United States of America. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231. Funding Information: The ProtoDUNE-SP detector was constructed and operated on the CERN Neutrino Platform. We gratefully acknowledge the support of the CERN management, and the CERN EP, BE, TE, EN and IT Departments for NP04/ProtoDUNE-SP. This document was prepared by the DUNE collaboration using the resources of the Fermi National Accelerator Laboratory (Fermilab), a U.S. Department of Energy, Office of Science, HEP User Facility. Fermilab is managed by Fermi Research Alliance, LLC (FRA), acting under Contract No. DE-AC02-07CH11359. This work was supported by CNPq, FAPERJ, FAPEG and FAPESP, Brazil; CFI, IPP and NSERC, Canada; CERN; M{\v S}MT, Czech Republic; ERDF, H2020-EU and MSCA, European Union; CNRS/IN2P3 and CEA, France; INFN, Italy; FCT, Portugal; NRF, South Korea; CAM, Fundaci{\'o}n “La Caixa”, Junta de Andaluc{\'i}a-FEDER, MICINN, and Xunta de Galicia, Spain; SERI and SNSF, Switzerland; T{\"U}BİTAK, Turkey; The Royal Society and UKRI/STFC, United Kingdom; DOE and NSF, United States of America. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231. Publisher Copyright: {\textcopyright} 2023, The Author(s).",

year = "2023",

month = jul,

doi = "10.1140/epjc/s10052-023-11733-2",

language = "Ingl{\'e}s",

volume = "83",

journal = "European Physical Journal C",

issn = "1434-6044",

publisher = "Springer New York",

number = "7",

}

TY - JOUR

T1 - Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

AU - DUNE Collaboration

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AU - Abi, B.

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AU - Acero, M. A.

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AU - Adamov, G.

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N1 - Funding Information: The ProtoDUNE-SP detector was constructed and operated on the CERN Neutrino Platform. We gratefully acknowledge the support of the CERN management, and the CERN EP, BE, TE, EN and IT Departments for NP04/ProtoDUNE-SP. This document was prepared by the DUNE collaboration using the resources of the Fermi National Accelerator Laboratory (Fermilab), a U.S. Department of Energy, Office of Science, HEP User Facility. Fermilab is managed by Fermi Research Alliance, LLC (FRA), acting under Contract No. DE-AC02-07CH11359. This work was supported by CNPq, FAPERJ, FAPEG and FAPESP, Brazil; CFI, IPP and NSERC, Canada; CERN; MŠMT, Czech Republic; ERDF, H2020-EU and MSCA, European Union; CNRS/IN2P3 and CEA, France; INFN, Italy; FCT, Portugal; NRF, South Korea; CAM, Fundación “La Caixa”, Junta de Andalucía-FEDER, MICINN, and Xunta de Galicia, Spain; SERI and SNSF, Switzerland; TÜBİTAK, Turkey; The Royal Society and UKRI/STFC, United Kingdom; DOE and NSF, United States of America. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231. Funding Information: The ProtoDUNE-SP detector was constructed and operated on the CERN Neutrino Platform. We gratefully acknowledge the support of the CERN management, and the CERN EP, BE, TE, EN and IT Departments for NP04/ProtoDUNE-SP. This document was prepared by the DUNE collaboration using the resources of the Fermi National Accelerator Laboratory (Fermilab), a U.S. Department of Energy, Office of Science, HEP User Facility. Fermilab is managed by Fermi Research Alliance, LLC (FRA), acting under Contract No. DE-AC02-07CH11359. This work was supported by CNPq, FAPERJ, FAPEG and FAPESP, Brazil; CFI, IPP and NSERC, Canada; CERN; MŠMT, Czech Republic; ERDF, H2020-EU and MSCA, European Union; CNRS/IN2P3 and CEA, France; INFN, Italy; FCT, Portugal; NRF, South Korea; CAM, Fundación “La Caixa”, Junta de Andalucía-FEDER, MICINN, and Xunta de Galicia, Spain; SERI and SNSF, Switzerland; TÜBİTAK, Turkey; The Royal Society and UKRI/STFC, United Kingdom; DOE and NSF, United States of America. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231. Publisher Copyright: © 2023, The Author(s).

PY - 2023/7

Y1 - 2023/7

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85165264169&partnerID=8YFLogxK

U2 - 10.1140/epjc/s10052-023-11733-2

DO - 10.1140/epjc/s10052-023-11733-2

M3 - Artículo

AN - SCOPUS:85165264169

SN - 1434-6044

VL - 83

JO - European Physical Journal C

JF - European Physical Journal C

IS - 7

M1 - 618

ER -

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

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