The Full Event Interpretation
Computing and Software for Big Science2019Vol. 3(1)
Citations Over TimeTop 10% of 2019 papers
Thomas M. Keck, F. Abudinén, F. U. Bernlochner, R. Cheaib, S. Cunliffe, M. Feindt, T. Ferber, M. Gelb, J. Gemmler, P. Goldenzweig, M. Heck, S. E. Hollitt, J. Kahn, J. F. Krohn, T. Kuhr, I. Komarov, L. Li-Gioi, M. Lubej, F. Metzner, M. T. Prim, C. Pulvermacher, M. Ritter, Judith Schwab, W. Sutcliffe, U. Tamponi, F. Tenchini, N. Toutounji, P. Urquijo, Denis Weyland, A. Zupanc
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 B meson decay modes. The Full Event Interpretation algorithm enables many of these measurements. The algorithm relies on machine learning to automatically identify plausible B 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.
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