Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data
Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurat...
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Gespeichert in:
| Autor*in: |
Abratenko, P. [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2021 |
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| Schlagwörter: |
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| Anmerkung: |
© The Author(s) 2021 |
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| Übergeordnetes Werk: |
Enthalten in: Journal of high energy physics - Berlin : Springer, 1997, 2021(2021), 12 vom: 21. Dez. |
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| Übergeordnetes Werk: |
volume:2021 ; year:2021 ; number:12 ; day:21 ; month:12 |
| Links: |
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| DOI / URN: |
10.1007/JHEP12(2021)153 |
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| Katalog-ID: |
SPR045845972 |
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| 100 | 1 | |a Abratenko, P. |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data |
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| 520 | |a Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. | ||
| 650 | 4 | |a Other experiments |7 (dpeaa)DE-He213 | |
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| 700 | 1 | |a Anthony, J. |4 aut | |
| 700 | 1 | |a Asaadi, J. |4 aut | |
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| 700 | 1 | |a Balasubramanian, S. |4 aut | |
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| 700 | 1 | |a Basque, V. |4 aut | |
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| 700 | 1 | |a Benevides Rodrigues, O. |4 aut | |
| 700 | 1 | |a Berkman, S. |4 aut | |
| 700 | 1 | |a Bhanderi, A. |4 aut | |
| 700 | 1 | |a Bhat, A. |4 aut | |
| 700 | 1 | |a Bishai, M. |4 aut | |
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| 700 | 1 | |a Bolton, T. |4 aut | |
| 700 | 1 | |a Camilleri, L. |4 aut | |
| 700 | 1 | |a Caratelli, D. |4 aut | |
| 700 | 1 | |a Caro Terrazas, I. |4 aut | |
| 700 | 1 | |a Castillo Fernandez, R. |4 aut | |
| 700 | 1 | |a Cavanna, F. |4 aut | |
| 700 | 1 | |a Cerati, G. |4 aut | |
| 700 | 1 | |a Chen, Y. |4 aut | |
| 700 | 1 | |a Church, E. |4 aut | |
| 700 | 1 | |a Cianci, D. |4 aut | |
| 700 | 1 | |a Conrad, J. M. |4 aut | |
| 700 | 1 | |a Convery, M. |4 aut | |
| 700 | 1 | |a Cooper-Troendle, L. |4 aut | |
| 700 | 1 | |a Crespo-Anadón, J. I. |4 aut | |
| 700 | 1 | |a Del Tutto, M. |4 aut | |
| 700 | 1 | |a Dennis, S. R. |4 aut | |
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| 700 | 1 | |a Fitzpatrick, R. S. |4 aut | |
| 700 | 1 | |a Fleming, B. T. |4 aut | |
| 700 | 1 | |a Foppiani, N. |4 aut | |
| 700 | 1 | |a Franco, D. |4 aut | |
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| 700 | 1 | |a Garcia-Gamez, D. |4 aut | |
| 700 | 1 | |a Gardiner, S. |4 aut | |
| 700 | 1 | |a Ge, G. |4 aut | |
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10.1007/JHEP12(2021)153 doi (DE-627)SPR045845972 (SPR)JHEP12(2021)153-e DE-627 ger DE-627 rakwb eng Abratenko, P. verfasserin aut Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2021 Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. Other experiments (dpeaa)DE-He213 An, R. aut Anthony, J. aut Asaadi, J. aut Ashkenazi, A. aut Balasubramanian, S. aut Baller, B. aut Barnes, C. aut Barr, G. aut Basque, V. aut Bathe-Peters, L. aut Benevides Rodrigues, O. aut Berkman, S. aut Bhanderi, A. aut Bhat, A. aut Bishai, M. aut Blake, A. aut Bolton, T. aut Camilleri, L. aut Caratelli, D. aut Caro Terrazas, I. aut Castillo Fernandez, R. aut Cavanna, F. aut Cerati, G. aut Chen, Y. aut Church, E. aut Cianci, D. aut Conrad, J. M. aut Convery, M. aut Cooper-Troendle, L. aut Crespo-Anadón, J. I. aut Del Tutto, M. aut Dennis, S. R. aut Devitt, A. aut Diurba, R. aut Dorrill, R. aut Duffy, K. aut Dytman, S. aut Eberly, B. aut Ereditato, A. aut Evans, J. J. aut Fine, R. aut Fiorentini Aguirre, G. A. aut Fitzpatrick, R. S. aut Fleming, B. T. aut Foppiani, N. aut Franco, D. aut Furmanski, A. P. aut Garcia-Gamez, D. aut Gardiner, S. aut Ge, G. aut Gollapinni, S. aut Goodwin, O. aut Gramellini, E. aut Green, P. aut Greenlee, H. aut Gu, W. aut Guenette, R. aut Guzowski, P. aut Hagaman, L. aut Hall, E. aut Hamilton, P. aut Hen, O. aut Horton-Smith, G. A. aut Hourlier, A. aut Itay, R. aut James, C. aut Ji, X. aut Jiang, L. aut Jo, J. H. aut Johnson, R. A. aut Jwa, Y.-J. aut Kamp, N. aut Kaneshige, N. aut Karagiorgi, G. aut Ketchum, W. aut Kirby, M. aut Kobilarcik, T. aut Kreslo, I. aut LaZur, R. aut Lepetic, I. aut Li, K. aut Li, Y. aut Lin, K. aut Littlejohn, B. R. aut Louis, W. C. aut Luo, X. aut Manivannan, K. aut Mariani, C. aut Marsden, D. aut Marshall, J. aut Martinez Caicedo, D. A. aut Mason, K. aut Mastbaum, A. aut McConkey, N. aut Meddage, V. aut Mettler, T. aut Miller, K. aut Mills, J. aut Mistry, K. aut Mogan, A. aut Mohayai, T. aut Moon, J. aut Mooney, M. aut Moor, A. F. aut Moore, C. D. aut Mora Lepin, L. aut Mousseau, J. aut Murphy, M. aut Naples, D. aut Navrer-Agasson, A. aut Neely, R. K. aut Nowak, J. aut Nunes, M. aut Palamara, O. aut Paolone, V. aut Papadopoulou, A. aut Papavassiliou, V. aut Pate, S. F. aut Paudel, A. aut Pavlovic, Z. aut Piasetzky, E. aut Ponce-Pinto, I. D. aut Prince, S. aut Qian, X. aut Raaf, J. L. aut Radeka, V. aut Rafique, A. aut Reggiani-Guzzo, M. aut Ren, L. aut Rice, L. C. J. aut Rochester, L. aut Rodriguez Rondon, J. aut Rogers, H. E. aut Rosenberg, M. aut Ross-Lonergan, M. aut Scanavini, G. aut Schmitz, D. W. aut Schukraft, A. aut Seligman, W. aut Shaevitz, M. H. aut Sharankova, R. aut Sinclair, J. aut Smith, A. aut Snider, E. L. aut Soderberg, M. aut Söldner-Rembold, S. aut Spentzouris, P. aut Spitz, J. aut Stancari, M. aut St. John, J. aut Strauss, T. aut Sutton, K. aut Sword-Fehlberg, S. aut Szelc, A. M. aut Tagg, N. aut Tang, W. aut Terao, K. aut Thorpe, C. aut Totani, D. aut Toups, M. aut Tsai, Y.-T. aut Uchida, M. A. aut Usher, T. aut Van De Pontseele, W. aut Viren, B. aut Weber, M. aut Wei, H. aut Williams, Z. aut Wolbers, S. aut Wongjirad, T. aut Wospakrik, M. aut Wright, N. aut Wu, W. aut Yandel, E. aut Yang, T. aut Yarbrough, G. aut Yates, L. E. aut Zeller, G. P. aut Zennamo, J. aut Zhang, C. aut Enthalten in Journal of high energy physics Berlin : Springer, 1997 2021(2021), 12 vom: 21. Dez. (DE-627)320910571 (DE-600)2027350-2 1029-8479 nnns volume:2021 year:2021 number:12 day:21 month:12 https://dx.doi.org/10.1007/JHEP12(2021)153 kostenfrei Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2021 2021 12 21 12 |
| spelling |
10.1007/JHEP12(2021)153 doi (DE-627)SPR045845972 (SPR)JHEP12(2021)153-e DE-627 ger DE-627 rakwb eng Abratenko, P. verfasserin aut Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2021 Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. Other experiments (dpeaa)DE-He213 An, R. aut Anthony, J. aut Asaadi, J. aut Ashkenazi, A. aut Balasubramanian, S. aut Baller, B. aut Barnes, C. aut Barr, G. aut Basque, V. aut Bathe-Peters, L. aut Benevides Rodrigues, O. aut Berkman, S. aut Bhanderi, A. aut Bhat, A. aut Bishai, M. aut Blake, A. aut Bolton, T. aut Camilleri, L. aut Caratelli, D. aut Caro Terrazas, I. aut Castillo Fernandez, R. aut Cavanna, F. aut Cerati, G. aut Chen, Y. aut Church, E. aut Cianci, D. aut Conrad, J. M. aut Convery, M. aut Cooper-Troendle, L. aut Crespo-Anadón, J. I. aut Del Tutto, M. aut Dennis, S. R. aut Devitt, A. aut Diurba, R. aut Dorrill, R. aut Duffy, K. aut Dytman, S. aut Eberly, B. aut Ereditato, A. aut Evans, J. J. aut Fine, R. aut Fiorentini Aguirre, G. A. aut Fitzpatrick, R. S. aut Fleming, B. T. aut Foppiani, N. aut Franco, D. aut Furmanski, A. P. aut Garcia-Gamez, D. aut Gardiner, S. aut Ge, G. aut Gollapinni, S. aut Goodwin, O. aut Gramellini, E. aut Green, P. aut Greenlee, H. aut Gu, W. aut Guenette, R. aut Guzowski, P. aut Hagaman, L. aut Hall, E. aut Hamilton, P. aut Hen, O. aut Horton-Smith, G. A. aut Hourlier, A. aut Itay, R. aut James, C. aut Ji, X. aut Jiang, L. aut Jo, J. H. aut Johnson, R. A. aut Jwa, Y.-J. aut Kamp, N. aut Kaneshige, N. aut Karagiorgi, G. aut Ketchum, W. aut Kirby, M. aut Kobilarcik, T. aut Kreslo, I. aut LaZur, R. aut Lepetic, I. aut Li, K. aut Li, Y. aut Lin, K. aut Littlejohn, B. R. aut Louis, W. C. aut Luo, X. aut Manivannan, K. aut Mariani, C. aut Marsden, D. aut Marshall, J. aut Martinez Caicedo, D. A. aut Mason, K. aut Mastbaum, A. aut McConkey, N. aut Meddage, V. aut Mettler, T. aut Miller, K. aut Mills, J. aut Mistry, K. aut Mogan, A. aut Mohayai, T. aut Moon, J. aut Mooney, M. aut Moor, A. F. aut Moore, C. D. aut Mora Lepin, L. aut Mousseau, J. aut Murphy, M. aut Naples, D. aut Navrer-Agasson, A. aut Neely, R. K. aut Nowak, J. aut Nunes, M. aut Palamara, O. aut Paolone, V. aut Papadopoulou, A. aut Papavassiliou, V. aut Pate, S. F. aut Paudel, A. aut Pavlovic, Z. aut Piasetzky, E. aut Ponce-Pinto, I. D. aut Prince, S. aut Qian, X. aut Raaf, J. L. aut Radeka, V. aut Rafique, A. aut Reggiani-Guzzo, M. aut Ren, L. aut Rice, L. C. J. aut Rochester, L. aut Rodriguez Rondon, J. aut Rogers, H. E. aut Rosenberg, M. aut Ross-Lonergan, M. aut Scanavini, G. aut Schmitz, D. W. aut Schukraft, A. aut Seligman, W. aut Shaevitz, M. H. aut Sharankova, R. aut Sinclair, J. aut Smith, A. aut Snider, E. L. aut Soderberg, M. aut Söldner-Rembold, S. aut Spentzouris, P. aut Spitz, J. aut Stancari, M. aut St. John, J. aut Strauss, T. aut Sutton, K. aut Sword-Fehlberg, S. aut Szelc, A. M. aut Tagg, N. aut Tang, W. aut Terao, K. aut Thorpe, C. aut Totani, D. aut Toups, M. aut Tsai, Y.-T. aut Uchida, M. A. aut Usher, T. aut Van De Pontseele, W. aut Viren, B. aut Weber, M. aut Wei, H. aut Williams, Z. aut Wolbers, S. aut Wongjirad, T. aut Wospakrik, M. aut Wright, N. aut Wu, W. aut Yandel, E. aut Yang, T. aut Yarbrough, G. aut Yates, L. E. aut Zeller, G. P. aut Zennamo, J. aut Zhang, C. aut Enthalten in Journal of high energy physics Berlin : Springer, 1997 2021(2021), 12 vom: 21. Dez. (DE-627)320910571 (DE-600)2027350-2 1029-8479 nnns volume:2021 year:2021 number:12 day:21 month:12 https://dx.doi.org/10.1007/JHEP12(2021)153 kostenfrei Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2021 2021 12 21 12 |
| allfields_unstemmed |
10.1007/JHEP12(2021)153 doi (DE-627)SPR045845972 (SPR)JHEP12(2021)153-e DE-627 ger DE-627 rakwb eng Abratenko, P. verfasserin aut Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2021 Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. Other experiments (dpeaa)DE-He213 An, R. aut Anthony, J. aut Asaadi, J. aut Ashkenazi, A. aut Balasubramanian, S. aut Baller, B. aut Barnes, C. aut Barr, G. aut Basque, V. aut Bathe-Peters, L. aut Benevides Rodrigues, O. aut Berkman, S. aut Bhanderi, A. aut Bhat, A. aut Bishai, M. aut Blake, A. aut Bolton, T. aut Camilleri, L. aut Caratelli, D. aut Caro Terrazas, I. aut Castillo Fernandez, R. aut Cavanna, F. aut Cerati, G. aut Chen, Y. aut Church, E. aut Cianci, D. aut Conrad, J. M. aut Convery, M. aut Cooper-Troendle, L. aut Crespo-Anadón, J. I. aut Del Tutto, M. aut Dennis, S. R. aut Devitt, A. aut Diurba, R. aut Dorrill, R. aut Duffy, K. aut Dytman, S. aut Eberly, B. aut Ereditato, A. aut Evans, J. J. aut Fine, R. aut Fiorentini Aguirre, G. A. aut Fitzpatrick, R. S. aut Fleming, B. T. aut Foppiani, N. aut Franco, D. aut Furmanski, A. P. aut Garcia-Gamez, D. aut Gardiner, S. aut Ge, G. aut Gollapinni, S. aut Goodwin, O. aut Gramellini, E. aut Green, P. aut Greenlee, H. aut Gu, W. aut Guenette, R. aut Guzowski, P. aut Hagaman, L. aut Hall, E. aut Hamilton, P. aut Hen, O. aut Horton-Smith, G. A. aut Hourlier, A. aut Itay, R. aut James, C. aut Ji, X. aut Jiang, L. aut Jo, J. H. aut Johnson, R. A. aut Jwa, Y.-J. aut Kamp, N. aut Kaneshige, N. aut Karagiorgi, G. aut Ketchum, W. aut Kirby, M. aut Kobilarcik, T. aut Kreslo, I. aut LaZur, R. aut Lepetic, I. aut Li, K. aut Li, Y. aut Lin, K. aut Littlejohn, B. R. aut Louis, W. C. aut Luo, X. aut Manivannan, K. aut Mariani, C. aut Marsden, D. aut Marshall, J. aut Martinez Caicedo, D. A. aut Mason, K. aut Mastbaum, A. aut McConkey, N. aut Meddage, V. aut Mettler, T. aut Miller, K. aut Mills, J. aut Mistry, K. aut Mogan, A. aut Mohayai, T. aut Moon, J. aut Mooney, M. aut Moor, A. F. aut Moore, C. D. aut Mora Lepin, L. aut Mousseau, J. aut Murphy, M. aut Naples, D. aut Navrer-Agasson, A. aut Neely, R. K. aut Nowak, J. aut Nunes, M. aut Palamara, O. aut Paolone, V. aut Papadopoulou, A. aut Papavassiliou, V. aut Pate, S. F. aut Paudel, A. aut Pavlovic, Z. aut Piasetzky, E. aut Ponce-Pinto, I. D. aut Prince, S. aut Qian, X. aut Raaf, J. L. aut Radeka, V. aut Rafique, A. aut Reggiani-Guzzo, M. aut Ren, L. aut Rice, L. C. J. aut Rochester, L. aut Rodriguez Rondon, J. aut Rogers, H. E. aut Rosenberg, M. aut Ross-Lonergan, M. aut Scanavini, G. aut Schmitz, D. W. aut Schukraft, A. aut Seligman, W. aut Shaevitz, M. H. aut Sharankova, R. aut Sinclair, J. aut Smith, A. aut Snider, E. L. aut Soderberg, M. aut Söldner-Rembold, S. aut Spentzouris, P. aut Spitz, J. aut Stancari, M. aut St. John, J. aut Strauss, T. aut Sutton, K. aut Sword-Fehlberg, S. aut Szelc, A. M. aut Tagg, N. aut Tang, W. aut Terao, K. aut Thorpe, C. aut Totani, D. aut Toups, M. aut Tsai, Y.-T. aut Uchida, M. A. aut Usher, T. aut Van De Pontseele, W. aut Viren, B. aut Weber, M. aut Wei, H. aut Williams, Z. aut Wolbers, S. aut Wongjirad, T. aut Wospakrik, M. aut Wright, N. aut Wu, W. aut Yandel, E. aut Yang, T. aut Yarbrough, G. aut Yates, L. E. aut Zeller, G. P. aut Zennamo, J. aut Zhang, C. aut Enthalten in Journal of high energy physics Berlin : Springer, 1997 2021(2021), 12 vom: 21. Dez. (DE-627)320910571 (DE-600)2027350-2 1029-8479 nnns volume:2021 year:2021 number:12 day:21 month:12 https://dx.doi.org/10.1007/JHEP12(2021)153 kostenfrei Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2021 2021 12 21 12 |
| allfieldsGer |
10.1007/JHEP12(2021)153 doi (DE-627)SPR045845972 (SPR)JHEP12(2021)153-e DE-627 ger DE-627 rakwb eng Abratenko, P. verfasserin aut Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2021 Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. Other experiments (dpeaa)DE-He213 An, R. aut Anthony, J. aut Asaadi, J. aut Ashkenazi, A. aut Balasubramanian, S. aut Baller, B. aut Barnes, C. aut Barr, G. aut Basque, V. aut Bathe-Peters, L. aut Benevides Rodrigues, O. aut Berkman, S. aut Bhanderi, A. aut Bhat, A. aut Bishai, M. aut Blake, A. aut Bolton, T. aut Camilleri, L. aut Caratelli, D. aut Caro Terrazas, I. aut Castillo Fernandez, R. aut Cavanna, F. aut Cerati, G. aut Chen, Y. aut Church, E. aut Cianci, D. aut Conrad, J. M. aut Convery, M. aut Cooper-Troendle, L. aut Crespo-Anadón, J. I. aut Del Tutto, M. aut Dennis, S. R. aut Devitt, A. aut Diurba, R. aut Dorrill, R. aut Duffy, K. aut Dytman, S. aut Eberly, B. aut Ereditato, A. aut Evans, J. J. aut Fine, R. aut Fiorentini Aguirre, G. A. aut Fitzpatrick, R. S. aut Fleming, B. T. aut Foppiani, N. aut Franco, D. aut Furmanski, A. P. aut Garcia-Gamez, D. aut Gardiner, S. aut Ge, G. aut Gollapinni, S. aut Goodwin, O. aut Gramellini, E. aut Green, P. aut Greenlee, H. aut Gu, W. aut Guenette, R. aut Guzowski, P. aut Hagaman, L. aut Hall, E. aut Hamilton, P. aut Hen, O. aut Horton-Smith, G. A. aut Hourlier, A. aut Itay, R. aut James, C. aut Ji, X. aut Jiang, L. aut Jo, J. H. aut Johnson, R. A. aut Jwa, Y.-J. aut Kamp, N. aut Kaneshige, N. aut Karagiorgi, G. aut Ketchum, W. aut Kirby, M. aut Kobilarcik, T. aut Kreslo, I. aut LaZur, R. aut Lepetic, I. aut Li, K. aut Li, Y. aut Lin, K. aut Littlejohn, B. R. aut Louis, W. C. aut Luo, X. aut Manivannan, K. aut Mariani, C. aut Marsden, D. aut Marshall, J. aut Martinez Caicedo, D. A. aut Mason, K. aut Mastbaum, A. aut McConkey, N. aut Meddage, V. aut Mettler, T. aut Miller, K. aut Mills, J. aut Mistry, K. aut Mogan, A. aut Mohayai, T. aut Moon, J. aut Mooney, M. aut Moor, A. F. aut Moore, C. D. aut Mora Lepin, L. aut Mousseau, J. aut Murphy, M. aut Naples, D. aut Navrer-Agasson, A. aut Neely, R. K. aut Nowak, J. aut Nunes, M. aut Palamara, O. aut Paolone, V. aut Papadopoulou, A. aut Papavassiliou, V. aut Pate, S. F. aut Paudel, A. aut Pavlovic, Z. aut Piasetzky, E. aut Ponce-Pinto, I. D. aut Prince, S. aut Qian, X. aut Raaf, J. L. aut Radeka, V. aut Rafique, A. aut Reggiani-Guzzo, M. aut Ren, L. aut Rice, L. C. J. aut Rochester, L. aut Rodriguez Rondon, J. aut Rogers, H. E. aut Rosenberg, M. aut Ross-Lonergan, M. aut Scanavini, G. aut Schmitz, D. W. aut Schukraft, A. aut Seligman, W. aut Shaevitz, M. H. aut Sharankova, R. aut Sinclair, J. aut Smith, A. aut Snider, E. L. aut Soderberg, M. aut Söldner-Rembold, S. aut Spentzouris, P. aut Spitz, J. aut Stancari, M. aut St. John, J. aut Strauss, T. aut Sutton, K. aut Sword-Fehlberg, S. aut Szelc, A. M. aut Tagg, N. aut Tang, W. aut Terao, K. aut Thorpe, C. aut Totani, D. aut Toups, M. aut Tsai, Y.-T. aut Uchida, M. A. aut Usher, T. aut Van De Pontseele, W. aut Viren, B. aut Weber, M. aut Wei, H. aut Williams, Z. aut Wolbers, S. aut Wongjirad, T. aut Wospakrik, M. aut Wright, N. aut Wu, W. aut Yandel, E. aut Yang, T. aut Yarbrough, G. aut Yates, L. E. aut Zeller, G. P. aut Zennamo, J. aut Zhang, C. aut Enthalten in Journal of high energy physics Berlin : Springer, 1997 2021(2021), 12 vom: 21. Dez. (DE-627)320910571 (DE-600)2027350-2 1029-8479 nnns volume:2021 year:2021 number:12 day:21 month:12 https://dx.doi.org/10.1007/JHEP12(2021)153 kostenfrei Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2021 2021 12 21 12 |
| allfieldsSound |
10.1007/JHEP12(2021)153 doi (DE-627)SPR045845972 (SPR)JHEP12(2021)153-e DE-627 ger DE-627 rakwb eng Abratenko, P. verfasserin aut Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2021 Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. Other experiments (dpeaa)DE-He213 An, R. aut Anthony, J. aut Asaadi, J. aut Ashkenazi, A. aut Balasubramanian, S. aut Baller, B. aut Barnes, C. aut Barr, G. aut Basque, V. aut Bathe-Peters, L. aut Benevides Rodrigues, O. aut Berkman, S. aut Bhanderi, A. aut Bhat, A. aut Bishai, M. aut Blake, A. aut Bolton, T. aut Camilleri, L. aut Caratelli, D. aut Caro Terrazas, I. aut Castillo Fernandez, R. aut Cavanna, F. aut Cerati, G. aut Chen, Y. aut Church, E. aut Cianci, D. aut Conrad, J. M. aut Convery, M. aut Cooper-Troendle, L. aut Crespo-Anadón, J. I. aut Del Tutto, M. aut Dennis, S. R. aut Devitt, A. aut Diurba, R. aut Dorrill, R. aut Duffy, K. aut Dytman, S. aut Eberly, B. aut Ereditato, A. aut Evans, J. J. aut Fine, R. aut Fiorentini Aguirre, G. A. aut Fitzpatrick, R. S. aut Fleming, B. T. aut Foppiani, N. aut Franco, D. aut Furmanski, A. P. aut Garcia-Gamez, D. aut Gardiner, S. aut Ge, G. aut Gollapinni, S. aut Goodwin, O. aut Gramellini, E. aut Green, P. aut Greenlee, H. aut Gu, W. aut Guenette, R. aut Guzowski, P. aut Hagaman, L. aut Hall, E. aut Hamilton, P. aut Hen, O. aut Horton-Smith, G. A. aut Hourlier, A. aut Itay, R. aut James, C. aut Ji, X. aut Jiang, L. aut Jo, J. H. aut Johnson, R. A. aut Jwa, Y.-J. aut Kamp, N. aut Kaneshige, N. aut Karagiorgi, G. aut Ketchum, W. aut Kirby, M. aut Kobilarcik, T. aut Kreslo, I. aut LaZur, R. aut Lepetic, I. aut Li, K. aut Li, Y. aut Lin, K. aut Littlejohn, B. R. aut Louis, W. C. aut Luo, X. aut Manivannan, K. aut Mariani, C. aut Marsden, D. aut Marshall, J. aut Martinez Caicedo, D. A. aut Mason, K. aut Mastbaum, A. aut McConkey, N. aut Meddage, V. aut Mettler, T. aut Miller, K. aut Mills, J. aut Mistry, K. aut Mogan, A. aut Mohayai, T. aut Moon, J. aut Mooney, M. aut Moor, A. F. aut Moore, C. D. aut Mora Lepin, L. aut Mousseau, J. aut Murphy, M. aut Naples, D. aut Navrer-Agasson, A. aut Neely, R. K. aut Nowak, J. aut Nunes, M. aut Palamara, O. aut Paolone, V. aut Papadopoulou, A. aut Papavassiliou, V. aut Pate, S. F. aut Paudel, A. aut Pavlovic, Z. aut Piasetzky, E. aut Ponce-Pinto, I. D. aut Prince, S. aut Qian, X. aut Raaf, J. L. aut Radeka, V. aut Rafique, A. aut Reggiani-Guzzo, M. aut Ren, L. aut Rice, L. C. J. aut Rochester, L. aut Rodriguez Rondon, J. aut Rogers, H. E. aut Rosenberg, M. aut Ross-Lonergan, M. aut Scanavini, G. aut Schmitz, D. W. aut Schukraft, A. aut Seligman, W. aut Shaevitz, M. H. aut Sharankova, R. aut Sinclair, J. aut Smith, A. aut Snider, E. L. aut Soderberg, M. aut Söldner-Rembold, S. aut Spentzouris, P. aut Spitz, J. aut Stancari, M. aut St. John, J. aut Strauss, T. aut Sutton, K. aut Sword-Fehlberg, S. aut Szelc, A. M. aut Tagg, N. aut Tang, W. aut Terao, K. aut Thorpe, C. aut Totani, D. aut Toups, M. aut Tsai, Y.-T. aut Uchida, M. A. aut Usher, T. aut Van De Pontseele, W. aut Viren, B. aut Weber, M. aut Wei, H. aut Williams, Z. aut Wolbers, S. aut Wongjirad, T. aut Wospakrik, M. aut Wright, N. aut Wu, W. aut Yandel, E. aut Yang, T. aut Yarbrough, G. aut Yates, L. E. aut Zeller, G. P. aut Zennamo, J. aut Zhang, C. aut Enthalten in Journal of high energy physics Berlin : Springer, 1997 2021(2021), 12 vom: 21. Dez. (DE-627)320910571 (DE-600)2027350-2 1029-8479 nnns volume:2021 year:2021 number:12 day:21 month:12 https://dx.doi.org/10.1007/JHEP12(2021)153 kostenfrei Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 2021 2021 12 21 12 |
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Abratenko, P. @@aut@@ An, R. @@aut@@ Anthony, J. @@aut@@ Asaadi, J. @@aut@@ Ashkenazi, A. @@aut@@ Balasubramanian, S. @@aut@@ Baller, B. @@aut@@ Barnes, C. @@aut@@ Barr, G. @@aut@@ Basque, V. @@aut@@ Bathe-Peters, L. @@aut@@ Benevides Rodrigues, O. @@aut@@ Berkman, S. @@aut@@ Bhanderi, A. @@aut@@ Bhat, A. @@aut@@ Bishai, M. @@aut@@ Blake, A. @@aut@@ Bolton, T. @@aut@@ Camilleri, L. @@aut@@ Caratelli, D. @@aut@@ Caro Terrazas, I. @@aut@@ Castillo Fernandez, R. @@aut@@ Cavanna, F. @@aut@@ Cerati, G. @@aut@@ Chen, Y. @@aut@@ Church, E. @@aut@@ Cianci, D. @@aut@@ Conrad, J. M. @@aut@@ Convery, M. @@aut@@ Cooper-Troendle, L. @@aut@@ Crespo-Anadón, J. I. @@aut@@ Del Tutto, M. @@aut@@ Dennis, S. R. @@aut@@ Devitt, A. @@aut@@ Diurba, R. @@aut@@ Dorrill, R. @@aut@@ Duffy, K. @@aut@@ Dytman, S. @@aut@@ Eberly, B. @@aut@@ Ereditato, A. @@aut@@ Evans, J. J. @@aut@@ Fine, R. @@aut@@ Fiorentini Aguirre, G. A. @@aut@@ Fitzpatrick, R. S. @@aut@@ Fleming, B. T. @@aut@@ Foppiani, N. @@aut@@ Franco, D. @@aut@@ Furmanski, A. P. @@aut@@ Garcia-Gamez, D. @@aut@@ Gardiner, S. @@aut@@ Ge, G. @@aut@@ Gollapinni, S. @@aut@@ Goodwin, O. @@aut@@ Gramellini, E. @@aut@@ Green, P. @@aut@@ Greenlee, H. @@aut@@ Gu, W. @@aut@@ Guenette, R. @@aut@@ Guzowski, P. @@aut@@ Hagaman, L. @@aut@@ Hall, E. @@aut@@ Hamilton, P. @@aut@@ Hen, O. @@aut@@ Horton-Smith, G. A. @@aut@@ Hourlier, A. @@aut@@ Itay, R. @@aut@@ James, C. @@aut@@ Ji, X. @@aut@@ Jiang, L. @@aut@@ Jo, J. H. @@aut@@ Johnson, R. A. @@aut@@ Jwa, Y.-J. @@aut@@ Kamp, N. @@aut@@ Kaneshige, N. @@aut@@ Karagiorgi, G. @@aut@@ Ketchum, W. @@aut@@ Kirby, M. @@aut@@ Kobilarcik, T. @@aut@@ Kreslo, I. @@aut@@ LaZur, R. @@aut@@ Lepetic, I. @@aut@@ Li, K. @@aut@@ Li, Y. @@aut@@ Lin, K. @@aut@@ Littlejohn, B. R. @@aut@@ Louis, W. C. @@aut@@ Luo, X. @@aut@@ Manivannan, K. @@aut@@ Mariani, C. @@aut@@ Marsden, D. @@aut@@ Marshall, J. @@aut@@ Martinez Caicedo, D. A. @@aut@@ Mason, K. @@aut@@ Mastbaum, A. @@aut@@ McConkey, N. @@aut@@ Meddage, V. @@aut@@ Mettler, T. @@aut@@ Miller, K. @@aut@@ Mills, J. @@aut@@ Mistry, K. @@aut@@ Mogan, A. @@aut@@ Mohayai, T. @@aut@@ Moon, J. @@aut@@ Mooney, M. @@aut@@ Moor, A. F. @@aut@@ Moore, C. D. @@aut@@ Mora Lepin, L. @@aut@@ Mousseau, J. @@aut@@ Murphy, M. @@aut@@ Naples, D. @@aut@@ Navrer-Agasson, A. @@aut@@ Neely, R. K. @@aut@@ Nowak, J. @@aut@@ Nunes, M. @@aut@@ Palamara, O. @@aut@@ Paolone, V. @@aut@@ Papadopoulou, A. @@aut@@ Papavassiliou, V. @@aut@@ Pate, S. F. @@aut@@ Paudel, A. @@aut@@ Pavlovic, Z. @@aut@@ Piasetzky, E. @@aut@@ Ponce-Pinto, I. D. @@aut@@ Prince, S. @@aut@@ Qian, X. @@aut@@ Raaf, J. L. @@aut@@ Radeka, V. @@aut@@ Rafique, A. @@aut@@ Reggiani-Guzzo, M. @@aut@@ Ren, L. @@aut@@ Rice, L. C. J. @@aut@@ Rochester, L. @@aut@@ Rodriguez Rondon, J. @@aut@@ Rogers, H. E. @@aut@@ Rosenberg, M. @@aut@@ Ross-Lonergan, M. @@aut@@ Scanavini, G. @@aut@@ Schmitz, D. W. @@aut@@ Schukraft, A. @@aut@@ Seligman, W. @@aut@@ Shaevitz, M. H. @@aut@@ Sharankova, R. @@aut@@ Sinclair, J. @@aut@@ Smith, A. @@aut@@ Snider, E. L. @@aut@@ Soderberg, M. @@aut@@ Söldner-Rembold, S. @@aut@@ Spentzouris, P. @@aut@@ Spitz, J. @@aut@@ Stancari, M. @@aut@@ St. John, J. @@aut@@ Strauss, T. @@aut@@ Sutton, K. @@aut@@ Sword-Fehlberg, S. @@aut@@ Szelc, A. M. @@aut@@ Tagg, N. @@aut@@ Tang, W. @@aut@@ Terao, K. @@aut@@ Thorpe, C. @@aut@@ Totani, D. @@aut@@ Toups, M. @@aut@@ Tsai, Y.-T. @@aut@@ Uchida, M. A. @@aut@@ Usher, T. @@aut@@ Van De Pontseele, W. @@aut@@ Viren, B. @@aut@@ Weber, M. @@aut@@ Wei, H. @@aut@@ Williams, Z. @@aut@@ Wolbers, S. @@aut@@ Wongjirad, T. @@aut@@ Wospakrik, M. @@aut@@ Wright, N. @@aut@@ Wu, W. @@aut@@ Yandel, E. @@aut@@ Yang, T. @@aut@@ Yarbrough, G. @@aut@@ Yates, L. E. @@aut@@ Zeller, G. P. @@aut@@ Zennamo, J. @@aut@@ Zhang, C. @@aut@@ |
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Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. 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Abratenko, P. An, R. Anthony, J. Asaadi, J. Ashkenazi, A. Balasubramanian, S. Baller, B. Barnes, C. Barr, G. Basque, V. Bathe-Peters, L. Benevides Rodrigues, O. Berkman, S. Bhanderi, A. Bhat, A. Bishai, M. Blake, A. Bolton, T. Camilleri, L. Caratelli, D. Caro Terrazas, I. Castillo Fernandez, R. Cavanna, F. Cerati, G. Chen, Y. Church, E. Cianci, D. Conrad, J. M. Convery, M. Cooper-Troendle, L. Crespo-Anadón, J. I. Del Tutto, M. Dennis, S. R. Devitt, A. Diurba, R. Dorrill, R. Duffy, K. Dytman, S. Eberly, B. Ereditato, A. Evans, J. J. Fine, R. Fiorentini Aguirre, G. A. Fitzpatrick, R. S. Fleming, B. T. Foppiani, N. Franco, D. Furmanski, A. P. Garcia-Gamez, D. Gardiner, S. Ge, G. Gollapinni, S. Goodwin, O. Gramellini, E. Green, P. Greenlee, H. Gu, W. Guenette, R. Guzowski, P. Hagaman, L. Hall, E. Hamilton, P. Hen, O. Horton-Smith, G. A. Hourlier, A. Itay, R. James, C. Ji, X. Jiang, L. Jo, J. H. Johnson, R. A. Jwa, Y.-J. Kamp, N. Kaneshige, N. Karagiorgi, G. Ketchum, W. Kirby, M. Kobilarcik, T. Kreslo, I. LaZur, R. Lepetic, I. Li, K. Li, Y. Lin, K. Littlejohn, B. R. Louis, W. C. Luo, X. Manivannan, K. Mariani, C. Marsden, D. Marshall, J. Martinez Caicedo, D. A. Mason, K. Mastbaum, A. McConkey, N. Meddage, V. Mettler, T. Miller, K. Mills, J. Mistry, K. Mogan, A. Mohayai, T. Moon, J. Mooney, M. Moor, A. F. Moore, C. D. Mora Lepin, L. Mousseau, J. Murphy, M. Naples, D. Navrer-Agasson, A. Neely, R. K. Nowak, J. Nunes, M. Palamara, O. Paolone, V. Papadopoulou, A. Papavassiliou, V. Pate, S. F. Paudel, A. Pavlovic, Z. Piasetzky, E. Ponce-Pinto, I. D. Prince, S. Qian, X. Raaf, J. L. Radeka, V. Rafique, A. Reggiani-Guzzo, M. Ren, L. Rice, L. C. J. Rochester, L. Rodriguez Rondon, J. Rogers, H. E. Rosenberg, M. Ross-Lonergan, M. Scanavini, G. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sharankova, R. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Spentzouris, P. Spitz, J. Stancari, M. St. John, J. Strauss, T. Sutton, K. Sword-Fehlberg, S. Szelc, A. M. Tagg, N. Tang, W. Terao, K. Thorpe, C. Totani, D. Toups, M. Tsai, Y.-T. Uchida, M. A. Usher, T. Van De Pontseele, W. Viren, B. Weber, M. Wei, H. Williams, Z. Wolbers, S. Wongjirad, T. Wospakrik, M. Wright, N. Wu, W. Yandel, E. Yang, T. Yarbrough, G. Yates, L. E. Zeller, G. P. Zennamo, J. Zhang, C. |
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calorimetric classification of track-like signatures in liquid argon tpcs using microboone data |
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Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data |
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Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. © The Author(s) 2021 |
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Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. © The Author(s) 2021 |
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Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE. © The Author(s) 2021 |
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An, R. Anthony, J. Asaadi, J. Ashkenazi, A. Balasubramanian, S. Baller, B. Barnes, C. Barr, G. Basque, V. Bathe-Peters, L. Benevides Rodrigues, O. Berkman, S. Bhanderi, A. Bhat, A. Bishai, M. Blake, A. Bolton, T. Camilleri, L. Caratelli, D. Caro Terrazas, I. Castillo Fernandez, R. Cavanna, F. Cerati, G. Chen, Y. Church, E. Cianci, D. Conrad, J. M. Convery, M. Cooper-Troendle, L. Crespo-Anadón, J. I. Del Tutto, M. Dennis, S. R. Devitt, A. Diurba, R. Dorrill, R. Duffy, K. Dytman, S. Eberly, B. Ereditato, A. Evans, J. J. Fine, R. Fiorentini Aguirre, G. A. Fitzpatrick, R. S. Fleming, B. T. Foppiani, N. Franco, D. Furmanski, A. P. Garcia-Gamez, D. Gardiner, S. Ge, G. Gollapinni, S. Goodwin, O. Gramellini, E. Green, P. Greenlee, H. Gu, W. Guenette, R. Guzowski, P. Hagaman, L. Hall, E. Hamilton, P. Hen, O. Horton-Smith, G. A. Hourlier, A. Itay, R. James, C. Ji, X. Jiang, L. Jo, J. H. Johnson, R. A. Jwa, Y.-J. Kamp, N. Kaneshige, N. Karagiorgi, G. Ketchum, W. Kirby, M. Kobilarcik, T. Kreslo, I. LaZur, R. Lepetic, I. Li, K. Li, Y. Lin, K. Littlejohn, B. R. Louis, W. C. Luo, X. Manivannan, K. Mariani, C. Marsden, D. Marshall, J. Martinez Caicedo, D. A. Mason, K. Mastbaum, A. McConkey, N. Meddage, V. Mettler, T. Miller, K. Mills, J. Mistry, K. Mogan, A. Mohayai, T. Moon, J. Mooney, M. Moor, A. F. Moore, C. D. Mora Lepin, L. Mousseau, J. Murphy, M. Naples, D. Navrer-Agasson, A. Neely, R. K. Nowak, J. Nunes, M. Palamara, O. Paolone, V. Papadopoulou, A. Papavassiliou, V. Pate, S. F. Paudel, A. Pavlovic, Z. Piasetzky, E. Ponce-Pinto, I. D. Prince, S. Qian, X. Raaf, J. L. Radeka, V. Rafique, A. Reggiani-Guzzo, M. Ren, L. Rice, L. C. J. Rochester, L. Rodriguez Rondon, J. Rogers, H. E. Rosenberg, M. Ross-Lonergan, M. Scanavini, G. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sharankova, R. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Spentzouris, P. Spitz, J. Stancari, M. St. John, J. Strauss, T. Sutton, K. Sword-Fehlberg, S. Szelc, A. M. Tagg, N. Tang, W. Terao, K. Thorpe, C. Totani, D. Toups, M. Tsai, Y.-T. Uchida, M. A. Usher, T. Van De Pontseele, W. Viren, B. Weber, M. Wei, H. Williams, Z. Wolbers, S. Wongjirad, T. Wospakrik, M. Wright, N. Wu, W. Yandel, E. Yang, T. Yarbrough, G. Yates, L. E. Zeller, G. P. Zennamo, J. Zhang, C. |
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An, R. Anthony, J. Asaadi, J. Ashkenazi, A. Balasubramanian, S. Baller, B. Barnes, C. Barr, G. Basque, V. Bathe-Peters, L. Benevides Rodrigues, O. Berkman, S. Bhanderi, A. Bhat, A. Bishai, M. Blake, A. Bolton, T. Camilleri, L. Caratelli, D. Caro Terrazas, I. Castillo Fernandez, R. Cavanna, F. Cerati, G. Chen, Y. Church, E. Cianci, D. Conrad, J. M. Convery, M. Cooper-Troendle, L. Crespo-Anadón, J. I. Del Tutto, M. Dennis, S. R. Devitt, A. Diurba, R. Dorrill, R. Duffy, K. Dytman, S. Eberly, B. Ereditato, A. Evans, J. J. Fine, R. Fiorentini Aguirre, G. A. Fitzpatrick, R. S. Fleming, B. T. Foppiani, N. Franco, D. Furmanski, A. P. Garcia-Gamez, D. Gardiner, S. Ge, G. Gollapinni, S. Goodwin, O. Gramellini, E. Green, P. Greenlee, H. Gu, W. Guenette, R. Guzowski, P. Hagaman, L. Hall, E. Hamilton, P. Hen, O. Horton-Smith, G. A. Hourlier, A. Itay, R. James, C. Ji, X. Jiang, L. Jo, J. H. Johnson, R. A. Jwa, Y.-J. Kamp, N. Kaneshige, N. Karagiorgi, G. Ketchum, W. Kirby, M. Kobilarcik, T. Kreslo, I. LaZur, R. Lepetic, I. Li, K. Li, Y. Lin, K. Littlejohn, B. R. Louis, W. C. Luo, X. Manivannan, K. Mariani, C. Marsden, D. Marshall, J. Martinez Caicedo, D. A. Mason, K. Mastbaum, A. McConkey, N. Meddage, V. Mettler, T. Miller, K. Mills, J. Mistry, K. Mogan, A. Mohayai, T. Moon, J. Mooney, M. Moor, A. F. Moore, C. D. Mora Lepin, L. Mousseau, J. Murphy, M. Naples, D. Navrer-Agasson, A. Neely, R. K. Nowak, J. Nunes, M. Palamara, O. Paolone, V. Papadopoulou, A. Papavassiliou, V. Pate, S. F. Paudel, A. Pavlovic, Z. Piasetzky, E. Ponce-Pinto, I. D. Prince, S. Qian, X. Raaf, J. L. Radeka, V. Rafique, A. Reggiani-Guzzo, M. Ren, L. Rice, L. C. J. Rochester, L. Rodriguez Rondon, J. Rogers, H. E. Rosenberg, M. Ross-Lonergan, M. Scanavini, G. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sharankova, R. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Spentzouris, P. Spitz, J. Stancari, M. St. John, J. Strauss, T. Sutton, K. Sword-Fehlberg, S. Szelc, A. M. Tagg, N. Tang, W. Terao, K. Thorpe, C. Totani, D. Toups, M. Tsai, Y.-T. Uchida, M. A. Usher, T. Van De Pontseele, W. Viren, B. Weber, M. Wei, H. Williams, Z. Wolbers, S. Wongjirad, T. Wospakrik, M. Wright, N. Wu, W. Yandel, E. Yang, T. Yarbrough, G. Yates, L. E. Zeller, G. P. Zennamo, J. Zhang, C. |
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<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a22002652 4500</leader><controlfield tag="001">SPR045845972</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20230509121003.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">211228s2021 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/JHEP12(2021)153</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)SPR045845972</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(SPR)JHEP12(2021)153-e</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Abratenko, P.</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Calorimetric classification of track-like signatures in liquid argon TPCs using MicroBooNE data</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2021</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">© The Author(s) 2021</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Abstract The MicroBooNE liquid argon time projection chamber located at Fermilab is a neutrino experiment dedicated to the study of short-baseline oscillations, the measurements of neutrino cross sections in liquid argon, and to the research and development of this novel detector technology. Accurate and precise measurements of calorimetry are essential to the event reconstruction and are achieved by leveraging the TPC to measure deposited energy per unit length along the particle trajectory, with mm resolution. We describe the non-uniform calorimetric reconstruction performance in the detector, showing dependence on the angle of the particle trajectory. Such non-uniform reconstruction directly affects the performance of the particle identification algorithms which infer particle type from calorimetric measurements. This work presents a new particle identification method which accounts for and effectively addresses such non-uniformity. The newly developed method shows improved performance compared to previous algorithms, illustrated by a 93.7% proton selection efficiency and a 10% muon mis-identification rate, with a fairly loose selection of tracks performed on beam data. The performance is further demonstrated by identifying exclusive final states in νμCC interactions. While developed using MicroBooNE data and simulation, this method is easily applicable to future LArTPC experiments, such as SBND, ICARUS, and DUNE.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Other experiments</subfield><subfield code="7">(dpeaa)DE-He213</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">An, R.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Anthony, J.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Asaadi, J.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ashkenazi, A.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Balasubramanian, S.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Baller, B.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Barnes, C.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Barr, G.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Basque, V.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bathe-Peters, L.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Benevides Rodrigues, O.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Berkman, S.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bhanderi, A.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bhat, A.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bishai, M.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Blake, A.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bolton, T.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Camilleri, L.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Caratelli, D.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Caro Terrazas, I.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Castillo Fernandez, R.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Cavanna, F.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Cerati, G.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Chen, Y.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Church, E.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Cianci, D.</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Conrad, J. 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