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Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
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MicroBooNE Collaboration (Including:
). (2022) Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data. The European Physical Journal C, 82 (5). 454. doi:10.1140/epjc/s10052-022-10270-8 ISSN 1434-6052.
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Official URL: http://dx.doi.org/10.1140/epjc/s10052-022-10270-8
Abstract
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.
| Item Type: | Journal Article | |||||||||||||||||||||
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| Subjects: | Q Science > QC Physics | |||||||||||||||||||||
| Divisions: | Faculty of Science, Engineering and Medicine > Science > Physics | |||||||||||||||||||||
| Library of Congress Subject Headings (LCSH): | Time projection chambers (Nuclear physics), Liquid argon, Nuclear track detectors | |||||||||||||||||||||
| Journal or Publication Title: | The European Physical Journal C | |||||||||||||||||||||
| Publisher: | Springer Berlin Heidelberg | |||||||||||||||||||||
| ISSN: | 1434-6052 | |||||||||||||||||||||
| Official Date: | 17 May 2022 | |||||||||||||||||||||
| Dates: |
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| Volume: | 82 | |||||||||||||||||||||
| Number: | 5 | |||||||||||||||||||||
| Number of Pages: | 14 | |||||||||||||||||||||
| Article Number: | 454 | |||||||||||||||||||||
| DOI: | 10.1140/epjc/s10052-022-10270-8 | |||||||||||||||||||||
| Status: | Peer Reviewed | |||||||||||||||||||||
| Publication Status: | Published | |||||||||||||||||||||
| Access rights to Published version: | Open Access (Creative Commons) | |||||||||||||||||||||
| Date of first compliant deposit: | 6 July 2022 | |||||||||||||||||||||
| Date of first compliant Open Access: | 6 July 2022 | |||||||||||||||||||||
| RIOXX Funder/Project Grant: |
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