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

20 Dec 2013  ·  J. J. Back, G. J. Barker, S. B. Boyd, J. Einbeck, M. Haigh, B. Morgan, B. Oakley, Y. A. Ramachers, D. Roythorne ·

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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Instrumentation and Detectors High Energy Physics - Experiment