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Abratenko P, Aduszkiewicz A, Akbar F, Pons MA, Asaadi J, Aslin M, Babicz M, Badgett WF, Bagby LF, Baibussinov B, Behera B, Bellini V, Beltramello O, Benocci R, Berger J, Berkman S, Bertolucci S, Bertoni R, Betancourt M, Bettini M, Biagi S, Biery K, Bitter O, Bonesini M, Boone T, Bottino B, Braggiotti A, Brailsford D, Bremer J, Brice SJ, Brio V, Brizzolari C, Brown J, Budd HS, Calaon F, Campani A, Carber D, Carneiro M, Terrazas IC, Carranza H, Casazza D, Castellani L, Castro A, Centro S, Cerati G, Chalifour M, Chambouvet P, Chatterjee A, Cherdack D, Cherubini S, Chithirasreemadam N, Cicerchia M, Cicero V, Coan T, Cocco AG, Convery MR, Copello S, Cristaldo E, Dange AA, de Icaza Astiz I, De Roeck A, Di Domizio S, Di Noto L, Di Stefano C, Di Ferdinando D, Diwan M, Dolan S, Domine L, Donati S, Doubnik R, Drielsma F, Dyer J, Dytman S, Fabre C, Fabris F, Falcone A, Farnese C, Fava A, Ferguson H, Ferrari A, Ferraro F, Gallice N, Garcia FG, Geynisman M, Giarin M, Gibin D, Gigli SG, Gioiosa A, Gu W, Guerzoni M, Guglielmi A, Gurung G, Hahn S, Hardin K, Hausner H, Heggestuen A, Hilgenberg C, Hogan M, Howard B, Howell R, Hrivnak J, Iliescu M, Ingratta G, James C, Jang W, Jung M, Jwa YJ, Kashur L, Ketchum W, Kim JS, Koh DH, Kose U, Larkin J, Laurenti G, Lukhanin G, Marchini S, Marshall CM, Martynenko S, Mauri N, Mazzacane A, McFarland KS, Méndez DP, Menegolli A, Meng G, Miranda OG, Mladenov D, Mogan A, Moggi N, Montagna E, Montanari C, Montanari A, Mooney M, Moreno-Granados G, Mueller J, Naples D, Nebot-Guinot M, Nessi M, Nichols T, Nicoletto M, Norris B, Palestini S, Pallavicini M, Paolone V, Papaleo R, Pasqualini L, Patrizii L, Peghin R, Petrillo G, Petta C, Pia V, Pietropaolo F, Poirot J, Poppi F, Pozzato M, Prata MC, Prosser A, Putnam G, Qian X, Rampazzo G, Rappoldi A, Raselli GL, Rechenmacher R, Resnati F, Ricci AM, Riccobene G, Rice L, Richards E, Rigamonti A, Rosenberg M, Rossella M, Rubbia C, Sala P, Sapienza P, Savage G, Scaramelli A, Scarpelli A, Schmitz D, Schukraft A, Sergiampietri F, Sirri G, Smedley JS, Soha AK, Spanu M, Stanco L, Stewart J, Suarez NB, Sutera C, Tanaka HA, Tenti M, Terao K, Terranova F, Togo V, Torretta D, Torti M, Tortorici F, Tosi N, Tsai YT, Tufanli S, Turcato M, Usher T, Varanini F, Ventura S, Vercellati F, Vicenzi M, Vignoli C, Viren B, Warner D, Williams Z, Wilson RJ, Wilson P, Wolfs J, Wongjirad T, Wood A, Worcester E, Worcester M, Wospakrik M, Yu H, Yu J, Zani A, Zatti PG, Zennamo J, Zettlemoyer JC, Zhang C, Zucchelli S, Zuckerbrot M. ICARUS at the Fermilab Short-Baseline Neutrino program: initial operation. Eur Phys J C Part Fields 2023; 83:467. [PMID: 37303462 PMCID: PMC10239613 DOI: 10.1140/epjc/s10052-023-11610-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 05/12/2023] [Indexed: 06/13/2023]
Abstract
The ICARUS collaboration employed the 760-ton T600 detector in a successful 3-year physics run at the underground LNGS laboratory, performing a sensitive search for LSND-like anomalous ν e appearance in the CERN Neutrino to Gran Sasso beam, which contributed to the constraints on the allowed neutrino oscillation parameters to a narrow region around 1 eV2 . After a significant overhaul at CERN, the T600 detector has been installed at Fermilab. In 2020 the cryogenic commissioning began with detector cool down, liquid argon filling and recirculation. ICARUS then started its operations collecting the first neutrino events from the booster neutrino beam (BNB) and the Neutrinos at the Main Injector (NuMI) beam off-axis, which were used to test the ICARUS event selection, reconstruction and analysis algorithms. ICARUS successfully completed its commissioning phase in June 2022. The first goal of the ICARUS data taking will be a study to either confirm or refute the claim by Neutrino-4 short-baseline reactor experiment. ICARUS will also perform measurement of neutrino cross sections with the NuMI beam and several Beyond Standard Model searches. After the first year of operations, ICARUS will search for evidence of sterile neutrinos jointly with the Short-Baseline Near Detector, within the Short-Baseline Neutrino program. In this paper, the main activities carried out during the overhauling and installation phases are highlighted. Preliminary technical results from the ICARUS commissioning data with the BNB and NuMI beams are presented both in terms of performance of all ICARUS subsystems and of capability to select and reconstruct neutrino events.
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Affiliation(s)
| | | | - F. Akbar
- University of Rochester, Rochester, NY 14627 USA
| | - M. Artero Pons
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - J. Asaadi
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - M. Aslin
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
- Present Address: University of Wisconsin, Madison, USA
| | - M. Babicz
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
- INP-Polish Acad. Sci, Kraków, Poland
- Present Address: University of Zurich, Zurich, Switzerland
| | - W. F. Badgett
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - L. F. Bagby
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - B. Baibussinov
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - B. Behera
- Colorado State University, Fort Collins, CO 80523 USA
| | - V. Bellini
- INFN Sezione di Catania and University of Catania, Catania, Italy
| | - O. Beltramello
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - R. Benocci
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - J. Berger
- Colorado State University, Fort Collins, CO 80523 USA
| | - S. Berkman
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - S. Bertolucci
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - R. Bertoni
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - M. Betancourt
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Bettini
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | | | - K. Biery
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - O. Bitter
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
- Present Address: Northwestern University, Evanston, USA
| | - M. Bonesini
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - T. Boone
- Colorado State University, Fort Collins, CO 80523 USA
| | - B. Bottino
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | - A. Braggiotti
- INFN Sezione di Padova and University of Padova, Padua, Italy
- Istituto di Neuroscienze, CNR, Padua, Italy
| | - D. Brailsford
- SBND Collaboration, Lancaster University, Lancaster, UK
| | - J. Bremer
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - S. J. Brice
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - V. Brio
- INFN Sezione di Catania and University of Catania, Catania, Italy
| | - C. Brizzolari
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - J. Brown
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - H. S. Budd
- University of Rochester, Rochester, NY 14627 USA
| | - F. Calaon
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - A. Campani
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | - D. Carber
- Colorado State University, Fort Collins, CO 80523 USA
| | - M. Carneiro
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | | | - H. Carranza
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - D. Casazza
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | - L. Castellani
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - A. Castro
- Centro de Investigacion y de Estudios Avanzados del IPN (Cinvestav), Mexico City, Mexico
| | - S. Centro
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - G. Cerati
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Chalifour
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - P. Chambouvet
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | | | - D. Cherdack
- University of Houston, Houston, TX 77204 USA
| | | | | | - M. Cicerchia
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - V. Cicero
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - T. Coan
- Southern Methodist University, Dallas, TX 75275 USA
| | | | - M. R. Convery
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - S. Copello
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - E. Cristaldo
- SBND Collaboration, Universidad Nacional de Asuncion, San Lorenzo, Paraguay
| | - A. A. Dange
- University of Texas at Arlington, Arlington, TX 76019 USA
| | | | - A. De Roeck
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - S. Di Domizio
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | - L. Di Noto
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | | | - D. Di Ferdinando
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - M. Diwan
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - S. Dolan
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - L. Domine
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | | | - R. Doubnik
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - F. Drielsma
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - J. Dyer
- Colorado State University, Fort Collins, CO 80523 USA
| | - S. Dytman
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | - C. Fabre
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - F. Fabris
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - A. Falcone
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - C. Farnese
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - A. Fava
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - H. Ferguson
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | | | - F. Ferraro
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | | | - F. G. Garcia
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - M. Geynisman
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Giarin
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - D. Gibin
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - S. G. Gigli
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | | | - W. Gu
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - M. Guerzoni
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - A. Guglielmi
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - G. Gurung
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - S. Hahn
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - K. Hardin
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - H. Hausner
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - A. Heggestuen
- Colorado State University, Fort Collins, CO 80523 USA
| | - C. Hilgenberg
- Colorado State University, Fort Collins, CO 80523 USA
- Present Address: University of Minnesota, Minneapolis, USA
| | - M. Hogan
- Colorado State University, Fort Collins, CO 80523 USA
| | - B. Howard
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - R. Howell
- University of Rochester, Rochester, NY 14627 USA
| | - J. Hrivnak
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - M. Iliescu
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
- Present Address: INFN-LNF, Frascati, Italy
| | - G. Ingratta
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - C. James
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - W. Jang
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - M. Jung
- University of Chicago, Chicago, IL 60637 USA
- SBND Collaboration, Batavia, USA
| | - Y.-J. Jwa
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - L. Kashur
- Colorado State University, Fort Collins, CO 80523 USA
| | - W. Ketchum
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - J. S. Kim
- University of Rochester, Rochester, NY 14627 USA
| | - D.-H. Koh
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - U. Kose
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
- Present Address: ETH Zurich, Zurich, Switzerland
| | - J. Larkin
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - G. Laurenti
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - G. Lukhanin
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - S. Marchini
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | | | | | - N. Mauri
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - A. Mazzacane
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | | | - D. P. Méndez
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - A. Menegolli
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - G. Meng
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - O. G. Miranda
- Centro de Investigacion y de Estudios Avanzados del IPN (Cinvestav), Mexico City, Mexico
| | - D. Mladenov
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - A. Mogan
- Colorado State University, Fort Collins, CO 80523 USA
| | - N. Moggi
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - E. Montagna
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - C. Montanari
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
- On leave of absence from INFN Pavia, Pavia, Italy
| | - A. Montanari
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - M. Mooney
- Colorado State University, Fort Collins, CO 80523 USA
| | - G. Moreno-Granados
- Centro de Investigacion y de Estudios Avanzados del IPN (Cinvestav), Mexico City, Mexico
| | - J. Mueller
- Colorado State University, Fort Collins, CO 80523 USA
| | - D. Naples
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | | | - M. Nessi
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - T. Nichols
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Nicoletto
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - B. Norris
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - S. Palestini
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - M. Pallavicini
- INFN Sezione di Genova and University of Genova, Genoa, Italy
| | - V. Paolone
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | | | - L. Pasqualini
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - L. Patrizii
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - R. Peghin
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - G. Petrillo
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - C. Petta
- INFN Sezione di Catania and University of Catania, Catania, Italy
| | - V. Pia
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - F. Pietropaolo
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
- On leave of absence from INFN Padova, Padua, Italy
| | - J. Poirot
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - F. Poppi
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - M. Pozzato
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - M. C. Prata
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - A. Prosser
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - G. Putnam
- University of Chicago, Chicago, IL 60637 USA
| | - X. Qian
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - G. Rampazzo
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - A. Rappoldi
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - G. L. Raselli
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - R. Rechenmacher
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - F. Resnati
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | | | | | - L. Rice
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | - E. Richards
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | - A. Rigamonti
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | | | - M. Rossella
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | | | - P. Sala
- INFN Sezione di Milano, Milan, Italy
| | | | - G. Savage
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - A. Scaramelli
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - A. Scarpelli
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - D. Schmitz
- University of Chicago, Chicago, IL 60637 USA
| | - A. Schukraft
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - F. Sergiampietri
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
- Present Address: IPSI-INAF Torino, Turin, Italy
| | - G. Sirri
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | | | - A. K. Soha
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Spanu
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - L. Stanco
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - J. Stewart
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - N. B. Suarez
- University of Pittsburgh, Pittsburgh, PA 15260 USA
| | - C. Sutera
- INFN Sezione di Catania and University of Catania, Catania, Italy
| | - H. A. Tanaka
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - M. Tenti
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - K. Terao
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - F. Terranova
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - V. Togo
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - D. Torretta
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - M. Torti
- INFN Sezione di Milano Bicocca and University of Milano Bicocca, Milan, Italy
| | - F. Tortorici
- INFN Sezione di Catania and University of Catania, Catania, Italy
| | - N. Tosi
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - Y.-T. Tsai
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - S. Tufanli
- CERN, European Organization for Nuclear Research, 1211 Geneva 23, Switzerland
| | - M. Turcato
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - T. Usher
- SLAC National Acceleratory Laboratory, Menlo Park, CA 94025 USA
| | - F. Varanini
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - S. Ventura
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - F. Vercellati
- INFN Sezione di Pavia and University of Pavia, Pavia, Italy
| | - M. Vicenzi
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | | | - B. Viren
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - D. Warner
- Colorado State University, Fort Collins, CO 80523 USA
| | - Z. Williams
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - R. J. Wilson
- Colorado State University, Fort Collins, CO 80523 USA
| | - P. Wilson
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - J. Wolfs
- University of Rochester, Rochester, NY 14627 USA
| | | | - A. Wood
- University of Houston, Houston, TX 77204 USA
| | - E. Worcester
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - M. Worcester
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - M. Wospakrik
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | - H. Yu
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - J. Yu
- University of Texas at Arlington, Arlington, TX 76019 USA
| | - A. Zani
- INFN Sezione di Milano, Milan, Italy
| | - P. G. Zatti
- INFN Sezione di Padova and University of Padova, Padua, Italy
| | - J. Zennamo
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
| | | | - C. Zhang
- Brookhaven National Laboratory, Upton, NY 11973 USA
| | - S. Zucchelli
- INFN Sezione di Bologna and University of Bologna, Bologna, Italy
| | - M. Zuckerbrot
- Fermi National Accelerator Laboratory, Batavia, IL 60510 USA
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Acciarri R, Adams C, Andreopoulos C, Asaadi J, Babicz M, Backhouse C, Badgett W, Bagby L, Barker D, Basque V, Bazetto MCQ, Betancourt M, Bhanderi A, Bhat A, Bonifazi C, Brailsford D, Brandt AG, Brooks T, Carneiro MF, Chen Y, Chen H, Chisnall G, Crespo-Anadón JI, Cristaldo E, Cuesta C, de Icaza Astiz IL, De Roeck A, de Sá Pereira G, Del Tutto M, Di Benedetto V, Ereditato A, Evans JJ, Ezeribe AC, Fitzpatrick RS, Fleming BT, Foreman W, Franco D, Furic I, Furmanski AP, Gao S, Garcia-Gamez D, Frandini H, Ge G, Gil-Botella I, Gollapinni S, Goodwin O, Green P, Griffith WC, Guenette R, Guzowski P, Ham T, Henzerling J, Holin A, Howard B, Jones RS, Kalra D, Karagiorgi G, Kashur L, Ketchum W, Kim MJ, Kudryavtsev VA, Larkin J, Lay H, Lepetic I, Littlejohn BR, Louis WC, Machado AA, Malek M, Mardsen D, Mariani C, Marinho F, Mastbaum A, Mavrokoridis K, McConkey N, Meddage V, Méndez DP, Mettler T, Mistry K, Mogan A, Molina J, Mooney M, Mora L, Moura CA, Mousseau J, Navrer-Agasson A, Nicolas-Arnaldos FJ, Nowak JA, Palamara O, Pandey V, Pater J, Paulucci L, Pimentel VL, Psihas F, Putnam G, Qian X, Raguzin E, Ray H, Reggiani-Guzzo M, Rivera D, Roda M, Ross-Lonergan M, Scanavini G, Scarff A, Schmitz DW, Schukraft A, Segreto E, Soares Nunes M, Soderberg M, Söldner-Rembold S, Spitz J, Spooner NJC, Stancari M, Stenico GV, Szelc A, Tang W, Tena Vidal J, Torretta D, Toups M, Touramanis C, Tripathi M, Tufanli S, Tyley E, Valdiviesso GA, Worcester E, Worcester M, Yarbrough G, Yu J, Zamorano B, Zennamo J, Zglam A. Cosmic Ray Background Removal With Deep Neural Networks in SBND. Front Artif Intell 2021; 4:649917. [PMID: 34505055 PMCID: PMC8421797 DOI: 10.3389/frai.2021.649917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 03/23/2021] [Indexed: 11/13/2022] Open
Abstract
In liquid argon time projection chambers exposed to neutrino beams and running on or near surface levels, cosmic muons, and other cosmic particles are incident on the detectors while a single neutrino-induced event is being recorded. In practice, this means that data from surface liquid argon time projection chambers will be dominated by cosmic particles, both as a source of event triggers and as the majority of the particle count in true neutrino-triggered events. In this work, we demonstrate a novel application of deep learning techniques to remove these background particles by applying deep learning on full detector images from the SBND detector, the near detector in the Fermilab Short-Baseline Neutrino Program. We use this technique to identify, on a pixel-by-pixel level, whether recorded activity originated from cosmic particles or neutrino interactions.
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Affiliation(s)
- R. Acciarri
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - C. Adams
- Argonne National Laboratory, Lemont, IL, United States
| | - C. Andreopoulos
- University of Liverpool, Liverpool, United Kingdom
- STFC, Rutherford Appleton Laboratory, Harwell, United Kingdom
| | - J. Asaadi
- University of Texas at Arlington, Arlington, TX, United States
| | - M. Babicz
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C. Backhouse
- University College London, London, United Kingdom
| | - W. Badgett
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - L. Bagby
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - D. Barker
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - V. Basque
- University of Manchester, Manchester, United Kingdom
| | - M. C. Q. Bazetto
- Universidade Estadual de Campinas, Campinas, Brazil
- Center for Information Technology Renato Archer Campinas, Campinas, Brazil
| | - M. Betancourt
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - A. Bhanderi
- University of Manchester, Manchester, United Kingdom
| | - A. Bhat
- Syracuse University, Syracuse, NY, United States
| | - C. Bonifazi
- Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A. G. Brandt
- University of Texas at Arlington, Arlington, TX, United States
| | - T. Brooks
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - M. F. Carneiro
- Brookhaven National Laboratory, Upton, NY, United States
| | - Y. Chen
- Universität Bern, Bern, Switzerland
| | - H. Chen
- Brookhaven National Laboratory, Upton, NY, United States
| | - G. Chisnall
- University of Sussex, Brighton, United Kingdom
| | - J. I. Crespo-Anadón
- CIEMAT, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Madrid, Spain
| | - E. Cristaldo
- FIUNA Facultad de Ingeniería, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - C. Cuesta
- CIEMAT, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Madrid, Spain
| | | | - A. De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G. de Sá Pereira
- University of Liverpool, Liverpool, United Kingdom
- STFC, Rutherford Appleton Laboratory, Harwell, United Kingdom
| | - M. Del Tutto
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - V. Di Benedetto
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | | | - J. J. Evans
- University of Manchester, Manchester, United Kingdom
| | - A. C. Ezeribe
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | | | - B. T. Fleming
- Wright Laboratory, Department of Physics, Yale University, New Haven, CT, United States
| | - W. Foreman
- Illinois Institute of Technology, Chicago, IL, United States
| | - D. Franco
- Wright Laboratory, Department of Physics, Yale University, New Haven, CT, United States
| | - I. Furic
- University of Florida, Gainesville, FL, United States
| | | | - S. Gao
- Brookhaven National Laboratory, Upton, NY, United States
| | | | - H. Frandini
- Universidade Estadual de Campinas, Campinas, Brazil
| | - G. Ge
- Columbia University, New York, NY, United States
| | - I. Gil-Botella
- CIEMAT, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Madrid, Spain
| | - S. Gollapinni
- Los Alamos National Laboratory, Los Alamos, NM, United States
- University of Tennessee, Knoxville, TN, United States
| | - O. Goodwin
- University of Manchester, Manchester, United Kingdom
| | - P. Green
- University of Manchester, Manchester, United Kingdom
| | | | - R. Guenette
- Harvard University, Cambridge, MA, United States
| | - P. Guzowski
- University of Manchester, Manchester, United Kingdom
| | - T. Ham
- University of Liverpool, Liverpool, United Kingdom
| | | | - A. Holin
- University College London, London, United Kingdom
| | - B. Howard
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - R. S. Jones
- University of Liverpool, Liverpool, United Kingdom
| | - D. Kalra
- Columbia University, New York, NY, United States
| | | | - L. Kashur
- Colorado State University, Fort Collins, CO, United States
| | - W. Ketchum
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - M. J. Kim
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - V. A. Kudryavtsev
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - J. Larkin
- Brookhaven National Laboratory, Upton, NY, United States
| | - H. Lay
- Lancaster University, Lancaster, United Kingdom
| | - I. Lepetic
- Rutgers University, Piscataway, NJ, United States
| | | | - W. C. Louis
- Los Alamos National Laboratory, Los Alamos, NM, United States
| | | | - M. Malek
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - D. Mardsen
- University of Manchester, Manchester, United Kingdom
| | - C. Mariani
- Center for Neutrino Physics, Virginia Tech, Blacksburg, VA, United States
| | - F. Marinho
- Universidade Federal de São Carlos, Araras, Brazil
| | - A. Mastbaum
- Rutgers University, Piscataway, NJ, United States
| | | | - N. McConkey
- University of Manchester, Manchester, United Kingdom
| | - V. Meddage
- University of Florida, Gainesville, FL, United States
| | - D. P. Méndez
- Brookhaven National Laboratory, Upton, NY, United States
| | | | - K. Mistry
- University of Manchester, Manchester, United Kingdom
| | - A. Mogan
- University of Tennessee, Knoxville, TN, United States
| | - J. Molina
- FIUNA Facultad de Ingeniería, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - M. Mooney
- Colorado State University, Fort Collins, CO, United States
| | - L. Mora
- University of Manchester, Manchester, United Kingdom
| | - C. A. Moura
- Universidade Federal do ABC, Santo André, Brazil
| | - J. Mousseau
- University of Michigan, Ann Arbor, MI, United States
| | | | | | - J. A. Nowak
- Lancaster University, Lancaster, United Kingdom
| | - O. Palamara
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - V. Pandey
- University of Florida, Gainesville, FL, United States
| | - J. Pater
- University of Manchester, Manchester, United Kingdom
| | - L. Paulucci
- Universidade Federal do ABC, Santo André, Brazil
| | - V. L. Pimentel
- Universidade Estadual de Campinas, Campinas, Brazil
- Center for Information Technology Renato Archer Campinas, Campinas, Brazil
| | - F. Psihas
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - G. Putnam
- Enrico Fermi Institute, University of Chicago, Chicago, IL, United States
| | - X. Qian
- Brookhaven National Laboratory, Upton, NY, United States
| | - E. Raguzin
- Brookhaven National Laboratory, Upton, NY, United States
| | - H. Ray
- University of Florida, Gainesville, FL, United States
| | | | - D. Rivera
- University of Pennsylvania, Philadelphia, PA, United States
| | - M. Roda
- University of Liverpool, Liverpool, United Kingdom
| | | | - G. Scanavini
- Wright Laboratory, Department of Physics, Yale University, New Haven, CT, United States
| | - A. Scarff
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - D. W. Schmitz
- Enrico Fermi Institute, University of Chicago, Chicago, IL, United States
| | - A. Schukraft
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - E. Segreto
- Universidade Estadual de Campinas, Campinas, Brazil
| | | | - M. Soderberg
- Syracuse University, Syracuse, NY, United States
| | | | - J. Spitz
- University of Michigan, Ann Arbor, MI, United States
| | - N. J. C. Spooner
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | - M. Stancari
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | | | - A. Szelc
- University of Manchester, Manchester, United Kingdom
| | - W. Tang
- University of Tennessee, Knoxville, TN, United States
| | | | - D. Torretta
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - M. Toups
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | | | - M. Tripathi
- University of Florida, Gainesville, FL, United States
| | - S. Tufanli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E. Tyley
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
| | | | - E. Worcester
- Brookhaven National Laboratory, Upton, NY, United States
| | - M. Worcester
- Brookhaven National Laboratory, Upton, NY, United States
| | - G. Yarbrough
- University of Tennessee, Knoxville, TN, United States
| | - J. Yu
- University of Texas at Arlington, Arlington, TX, United States
| | | | - J. Zennamo
- Fermi National Accelerator Laboratory, Batavia, IL, United States
| | - A. Zglam
- Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom
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