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Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
by
Duffy, K
, Asaadi, J
, Raaf, J. L
, Rice, L. C. J
, Usher, T
, Schmitz, D. W
, Benevides Rodrigues, O
, Kamp, N
, Wei, H
, Cianci, D
, Anthony, J
, Barnes, C
, Yang, T
, Conrad, J. M
, Jiang, L
, Del Tutto, M
, Kreslo, I
, Fine, R
, Blake, A
, Scanavini, G
, Diurba, R
, Mohayai, T
, Paolone, V
, Basque, V
, Mooney, M
, Rosenberg, M
, Seligman, W
, Bolton, T
, Guzowski, P
, Fiorentini Aguirre, G. A
, Moor, A. F
, Tsai, Y.-T
, Ponce-Pinto, I. D
, Piasetzky, E
, Yu, H. W
, An, R
, Kalra, D
, St. John, J
, Mora Lepin, L
, Prince, S
, Viren, B
, Garcia-Gamez, D
, Bathe-Peters, L
, Szelc, A. M
, Uchida, M. A
, Wospakrik, M
, Smith, A
, Navrer-Agasson, A
, Totani, D
, Yandel, E
, Furmanski, A. P
, Papavassiliou, V
, Sword-Fehlberg, S
, Arellano, L
, Marsden, D
, Soderberg, M
, Balasubramanian, S
, Barr, G
, Sinclair, J
, Dorrill, R
, Qian, X
, Wresilo, K
, Johnson, R. A
, Ren, L
, Hen, O
, Hourlier, A
, Abratenko, P
, Berkman, S
, Bhanderi, A
, Fleming, B. T
, Kobilarcik, T
, Wu, W
, Convery, M
, Mettler, T
, Meddage, V
, Yates, L. E
, Moore, C. D
, Van De Pontseele, W
, Book, J. Y
, Williams, Z
, Pate, S. F
, Moon, J
, Ereditato, A
, Cerati, G
, Zhang, C
, Murphy, M
, Cooper-Troendle, L
, Caicedo, D. A. Martinez
, Rochester, L
, Sutton, K
, Zeller, G. P
, Mis
in
Argon
/ Neutrinos
/ Parameterization
/ Sensors
/ Uncertainty
/ Wave propagation
/ Waveforms
2022
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Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
by
Duffy, K
, Asaadi, J
, Raaf, J. L
, Rice, L. C. J
, Usher, T
, Schmitz, D. W
, Benevides Rodrigues, O
, Kamp, N
, Wei, H
, Cianci, D
, Anthony, J
, Barnes, C
, Yang, T
, Conrad, J. M
, Jiang, L
, Del Tutto, M
, Kreslo, I
, Fine, R
, Blake, A
, Scanavini, G
, Diurba, R
, Mohayai, T
, Paolone, V
, Basque, V
, Mooney, M
, Rosenberg, M
, Seligman, W
, Bolton, T
, Guzowski, P
, Fiorentini Aguirre, G. A
, Moor, A. F
, Tsai, Y.-T
, Ponce-Pinto, I. D
, Piasetzky, E
, Yu, H. W
, An, R
, Kalra, D
, St. John, J
, Mora Lepin, L
, Prince, S
, Viren, B
, Garcia-Gamez, D
, Bathe-Peters, L
, Szelc, A. M
, Uchida, M. A
, Wospakrik, M
, Smith, A
, Navrer-Agasson, A
, Totani, D
, Yandel, E
, Furmanski, A. P
, Papavassiliou, V
, Sword-Fehlberg, S
, Arellano, L
, Marsden, D
, Soderberg, M
, Balasubramanian, S
, Barr, G
, Sinclair, J
, Dorrill, R
, Qian, X
, Wresilo, K
, Johnson, R. A
, Ren, L
, Hen, O
, Hourlier, A
, Abratenko, P
, Berkman, S
, Bhanderi, A
, Fleming, B. T
, Kobilarcik, T
, Wu, W
, Convery, M
, Mettler, T
, Meddage, V
, Yates, L. E
, Moore, C. D
, Van De Pontseele, W
, Book, J. Y
, Williams, Z
, Pate, S. F
, Moon, J
, Ereditato, A
, Cerati, G
, Zhang, C
, Murphy, M
, Cooper-Troendle, L
, Caicedo, D. A. Martinez
, Rochester, L
, Sutton, K
, Zeller, G. P
, Mis
in
Argon
/ Neutrinos
/ Parameterization
/ Sensors
/ Uncertainty
/ Wave propagation
/ Waveforms
2022
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Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
by
Duffy, K
, Asaadi, J
, Raaf, J. L
, Rice, L. C. J
, Usher, T
, Schmitz, D. W
, Benevides Rodrigues, O
, Kamp, N
, Wei, H
, Cianci, D
, Anthony, J
, Barnes, C
, Yang, T
, Conrad, J. M
, Jiang, L
, Del Tutto, M
, Kreslo, I
, Fine, R
, Blake, A
, Scanavini, G
, Diurba, R
, Mohayai, T
, Paolone, V
, Basque, V
, Mooney, M
, Rosenberg, M
, Seligman, W
, Bolton, T
, Guzowski, P
, Fiorentini Aguirre, G. A
, Moor, A. F
, Tsai, Y.-T
, Ponce-Pinto, I. D
, Piasetzky, E
, Yu, H. W
, An, R
, Kalra, D
, St. John, J
, Mora Lepin, L
, Prince, S
, Viren, B
, Garcia-Gamez, D
, Bathe-Peters, L
, Szelc, A. M
, Uchida, M. A
, Wospakrik, M
, Smith, A
, Navrer-Agasson, A
, Totani, D
, Yandel, E
, Furmanski, A. P
, Papavassiliou, V
, Sword-Fehlberg, S
, Arellano, L
, Marsden, D
, Soderberg, M
, Balasubramanian, S
, Barr, G
, Sinclair, J
, Dorrill, R
, Qian, X
, Wresilo, K
, Johnson, R. A
, Ren, L
, Hen, O
, Hourlier, A
, Abratenko, P
, Berkman, S
, Bhanderi, A
, Fleming, B. T
, Kobilarcik, T
, Wu, W
, Convery, M
, Mettler, T
, Meddage, V
, Yates, L. E
, Moore, C. D
, Van De Pontseele, W
, Book, J. Y
, Williams, Z
, Pate, S. F
, Moon, J
, Ereditato, A
, Cerati, G
, Zhang, C
, Murphy, M
, Cooper-Troendle, L
, Caicedo, D. A. Martinez
, Rochester, L
, Sutton, K
, Zeller, G. P
, Mis
in
Argon
/ Neutrinos
/ Parameterization
/ Sensors
/ Uncertainty
/ Wave propagation
/ Waveforms
2022
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Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
Journal Article
Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
2022
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Overview
Primary challenges for current and future precision neutrino experiments using liquid argon time projection chambers (LArTPCs) include understanding detector effects and quantifying the associated systematic uncertainties. This paper presents a novel technique for assessing and propagating LArTPC detector-related systematic uncertainties. The technique makes modifications to simulation waveforms based on a parameterization of observed differences in ionization signals from the TPC between data and simulation, while remaining insensitive to the details of the detector model. The modifications are then used to quantify the systematic differences in low- and high-level reconstructed quantities. This approach could be applied to future LArTPC detectors, such as those used in SBN and DUNE.
Publisher
Springer Nature B.V
Subject
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