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

arxiv: 1312.6059 · v3 · pith:CQ4YI4LPnew · submitted 2013-12-20 · ⚛️ physics.ins-det · hep-ex

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

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

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D. Roythorne

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classification ⚛️ physics.ins-det hep-ex

keywords algorithmargonliquidlocalneutrinoprincipalreconstructionautomated

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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.

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

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