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Implementation of a local principal curves algorithm for neutrino interaction reconstruction in a liquid argon volume

Back, J.J.; Barker, G.J.; Boyd, S.B.; Einbeck, J.; Haigh, M.; Morgan, B.; Oakley, B.; Ramachers, Y.A.; Roythorne, D.

Implementation of a local principal curves algorithm for neutrino interaction reconstruction in a liquid argon volume Thumbnail


Authors

J.J. Back

G.J. Barker

S.B. Boyd

M. Haigh

B. Morgan

B. Oakley

Y.A. Ramachers

D. Roythorne



Abstract

A local principal curve algorithm has been implemented in three dimensions for automated track and shower reconstruction of neutrino interactions in a liquid argon time projection chamber. We present details of the algorithm and characterise its performance on simulated data sets.

Citation

Back, J., Barker, G., Boyd, S., Einbeck, J., Haigh, M., Morgan, B., …Roythorne, D. (2014). Implementation of a local principal curves algorithm for neutrino interaction reconstruction in a liquid argon volume. The European Physical Journal C, 74(3), Article 2832. https://doi.org/10.1140/epjc/s10052-014-2832-4

Journal Article Type Article
Acceptance Date Mar 19, 2014
Online Publication Date Mar 29, 2014
Publication Date Mar 29, 2014
Deposit Date Apr 15, 2014
Publicly Available Date Mar 28, 2024
Journal European Physical Journal C: Particles and Fields
Print ISSN 1434-6044
Electronic ISSN 1434-6052
Publisher SpringerOpen
Peer Reviewed Peer Reviewed
Volume 74
Issue 3
Article Number 2832
DOI https://doi.org/10.1140/epjc/s10052-014-2832-4

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Publisher Licence URL
http://creativecommons.org/licenses/by/4.0/

Copyright Statement
This article is distributed under the terms of the Creative
Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
Funded by SCOAP3 / License Version CC BY 4.0.





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