The Full Event Interpretation -- An exclusive tagging algorithm for the Belle II experiment
High Energy Physics - Experiment
2019-03-04 v4
Abstract
The Full Event Interpretation is presented: a new exclusive tagging algorithm used by the high-energy physics experiment Belle II. The experimental setup of Belle II allows the precise measurement of otherwise inaccessible meson decay-modes. The Full Event Interpretation algorithm enables many of these measurements. The algorithm relies on machine learning to automatically identify plausible meson decay chains based on the data recorded by the detector. Compared to similar algorithms employed by previous experiments, the Full Event Interpretation provides a greater efficiency, yielding a larger effective sample size usable in the measurement.
Cite
@article{arxiv.1807.08680,
title = {The Full Event Interpretation -- An exclusive tagging algorithm for the Belle II experiment},
author = {Thomas Keck and Fernandi Abudinen and Florian U. Bernlochner and Racha Cheaib and Sam Cunliffe and Michael Feindt and Torben Ferber and Moritz Gelb and Jochen Gemmler and Pablo Goldenzweig and Martin Heck and Sohpie Hollitt and James Kahn and Jo-Frederik Krohn and Thomas Kuhr and Ilya Komarov and Luigi Ligioi and Matic Lubej and Felix Metzner and Markus Prim and Christian Pulvermacher and Martin Ritter and Judith Schwab and William Sutcliffe and Umberto Tamponi and Francesco Tenchini and Nadia E. Toutounji and Phillip Urquijo and Denis Weyland and Anze Zupanc},
journal= {arXiv preprint arXiv:1807.08680},
year = {2019}
}
Comments
11 pages, 7 figures, 1 table