English

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

Instrumentation and Detectors 2014-05-15 v3 High Energy Physics - Experiment
Authors: J. J. Back , G. J. Barker , S. B. Boyd , J. Einbeck , M. Haigh , B. Morgan , B. Oakley , Y. A. Ramachers , D. Roythorne
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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.

Keywords

neutrino interaction reconstruction liquid argon time projection chamber local principal curves algorithm track reconstruction shower reconstruction automated reconstruction

Cite

@article{arxiv.1312.6059,
  title  = {Implementation of a local principal curves algorithm for neutrino interaction reconstruction in a liquid argon volume},
  author = {J. J. Back and G. J. Barker and S. B. Boyd and J. Einbeck and M. Haigh and B. Morgan and B. Oakley and Y. A. Ramachers and D. Roythorne},
  journal= {arXiv preprint arXiv:1312.6059},
  year   = {2014}
}

Comments

14 pages, 17 figures; typing correction to Eq 5, the definition of the local covariance matrix

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