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.

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: Jul 23, 2014
• 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
• Public URL: https://durham-repository.worktribe.com/output/1456617