Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data

被引：11

作者：

Abratenko, P. ^{[33
]}

An, R. ^{[14
]}

Anthony, J. ^{[4
]}

Arellano, L. ^{[18
]}

Asaadi, J. ^{[32
]}

Ashkenazi, A. ^{[30
]}

Balasubramanian, S. ^{[11
]}

Baller, B. ^{[11
]}

Barnes, C. ^{[20
]}

Barr, G. ^{[23
]}

Basque, V ^{[18
]}

Bathe-Peters, L. ^{[13
]}

Rodrigues, O. Benevides ^{[29
]}

Berkman, S. ^{[11
]}

Bhanderi, A. ^{[18
]}

Bhat, A. ^{[29
]}

Bishai, M. ^{[2
]}

Blake, A. ^{[16
]}

Bolton, T. ^{[15
]}

Book, J. Y. ^{[13
]}

Camilleri, L. ^{[9
]}

Caratelli, D. ^{[11
]}

Terrazas, I. Caro ^{[8
]}

Cavanna, F. ^{[11
]}

Cerati, G. ^{[11
]}

Chen, Y. ^{[1
]}

Cianci, D. ^{[9
]}

Conrad, J. M. ^{[19
]}

Convery, M. ^{[26
]}

Cooper-Troendle, L. ^{[36
]}

Crespo-Anadon, J., I ^{[5
]}

Del Tutto, M. ^{[11
]}

Dennis, S. R. ^{[4
]}

Detje, P. ^{[4
]}

Devitt, A. ^{[16
]}

Diurba, R. ^{[21
]}

Dorrill, R. ^{[14
]}

Duffy, K. ^{[11
]}

Dytman, S. ^{[24
]}

Eberly, B. ^{[28
]}

Ereditato, A. ^{[1
]}

Evans, J. J. ^{[18
]}

Fine, R. ^{[17
]}

Aguirre, G. A. Fiorentini ^{[27
]}

Fitzpatrick, R. S. ^{[20
]}

Fleming, B. T. ^{[36
]}

Foppiani, N. ^{[13
]}

Franco, D. ^{[36
]}

Furmanski, A. P. ^{[21
]}

Garcia-Gamez, D. ^{[12
]}

机构：

[1] Univ Bern, CH-3012 Bern, Switzerland

[2] Brookhaven Natl Lab BNL, Upton, NY 11973 USA

[3] Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA

[4] Univ Cambridge, Cambridge CB3 0HE, England

[5] Ctr Invest Energet Medioambientales & Tecnol CIEM, Madrid 28040, Spain

[6] Univ Chicago, Chicago, IL 60637 USA

[7] Univ Cincinnati, Cincinnati, OH 45221 USA

[8] Colorado State Univ, Ft Collins, CO 80523 USA

[9] Columbia Univ, New York, NY 10027 USA

[10] Univ Edinburgh, Edinburgh EH9 3FD, Midlothian, Scotland

[11] Fermi Natl Accelerator Lab FNAL, Batavia, IL 60510 USA

[12] Univ Granada, Granada 18071, Spain

[13] Harvard Univ, Cambridge, MA 02138 USA

[14] Illinois Inst Technol IIT, Chicago, IL 60616 USA

[15] Kansas State Univ KSU, Manhattan, KS 66506 USA

[16] Univ Lancaster, Lancaster LA1 4YW, England

[17] Los Alamos Natl Lab LANL, Los Alamos, NM 87545 USA

[18] Univ Manchester, Manchester M13 9PL, Lancs, England

[19] MIT, Cambridge, MA 02139 USA

[20] Univ Michigan, Ann Arbor, MI 48109 USA

[21] Univ Minnesota, Minneapolis, MN 55455 USA

[22] New Mexico State Univ NMSU, Las Cruces, NM 88003 USA

[23] Univ Oxford, Oxford OX1 3RH, England

[24] Univ Pittsburgh, Pittsburgh, PA 15260 USA

[25] Rutgers State Univ, Piscataway, NJ 08854 USA

[26] SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA

[27] South Dakota Sch Mines & Technol SDSMT, Rapid City, SD 57701 USA

[28] Univ Southern Maine, Portland, ME 04104 USA

[29] Syracuse Univ, Syracuse, NY 13244 USA

[30] Tel Aviv Univ, IL-69978 Tel Aviv, Israel

[31] Univ Tennessee, Knoxville, TN 37996 USA

[32] Univ Texas Arlington, Arlington, TX 76019 USA

[33] Tufts Univ, Medford, MA 02155 USA

[34] Virginia Tech, Ctr Neutrino Phys, Blacksburg, VA 24061 USA

[35] Univ Warwick, Coventry CV4 7AL, W Midlands, England

[36] Yale Univ, Dept Phys, Wright Lab, New Haven, CT 06520 USA

来源：

EUROPEAN PHYSICAL JOURNAL C | 2022年 / 82卷 / 05期

基金：

美国国家科学基金会; 瑞士国家科学基金会; 英国科学技术设施理事会; 欧盟地平线“2020”;

关键词：

ELECTRON-DIFFUSION;

D O I：

10.1140/epjc/s10052-022-10270-8

中图分类号：

O412 [相对论、场论]; O572.2 [粒子物理学];

学科分类号：

摘要：

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.

引用

页数：14

共 50 条

[1] Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
P. Abratenko
R. An
J. Anthony
L. Arellano
J. Asaadi
A. Ashkenazi
S. Balasubramanian
B. Baller
C. Barnes
G. Barr
V. Basque
L. Bathe-Peters
O. Benevides Rodrigues
S. Berkman
A. Bhanderi
A. Bhat
M. Bishai
A. Blake
T. Bolton
J. Y. Book
L. Camilleri
D. Caratelli
I. Caro Terrazas
F. Cavanna
G. Cerati
Y. Chen
D. Cianci
J. M. Conrad
M. Convery
L. Cooper-Troendle
J. I. Crespo-Anadón
M. Del Tutto
S. R. Dennis
P. Detje
A. Devitt
R. Diurba
R. Dorrill
K. Duffy
S. Dytman
B. Eberly
A. Ereditato
J. J. Evans
R. Fine
G. A. Fiorentini Aguirre
R. S. Fitzpatrick
B. T. Fleming
N. Foppiani
D. Franco
A. P. Furmanski
D. Garcia-Gamez
[J]. The European Physical Journal C, 82
[2] Michel Electron Reconstruction Using the MicroBooNE LArTPC Cosmic Data
Caratelli, David
[J]. XXVII INTERNATIONAL CONFERENCE ON NEUTRINO PHYSICS AND ASTROPHYSICS (NEUTRINO2016), 2017, 888
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Bugel, L.
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Cohen, E.
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Eberly, B.
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[5] Adjusting neutrino interaction models and evaluating uncertainties using NOvA near detector data
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