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Event Classification in Liquid Scintillator Using PMT Hit Patterns - for Neutrinoless Double Beta Decay Searches (Hardcover, 1st ed. 2019)
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Event Classification in Liquid Scintillator Using PMT Hit Patterns - for Neutrinoless Double Beta Decay Searches (Hardcover, 1st ed. 2019)
Series: Springer Theses
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The search for neutrinoless double beta decay is one of the highest
priority areas in particle physics today; it could provide insights
to the nature of neutrino masses (currently not explained by the
Standard Model) as well as how the universe survived its early
stages. One promising experimental approach involves the use of
large volumes of isotope-loaded liquid scintillator, but new
techniques for background identification and suppression must be
developed in order to reach the required sensitivity levels and
clearly distinguish the signal. The results from this thesis
constitute a significant advance in this area, laying the
groundwork for several highly effective and novel approaches based
on a detailed evaluation of state-of-the-art detector
characteristics. This well written thesis includes a particularly
clear and comprehensive description of the theoretical motivations
as well as impressively demonstrating the effective use of diverse
statistical techniques. The professionally constructed signal
extraction framework contains clever algorithmic solutions to
efficient error propagation in multi-dimensional space. In general,
the techniques developed in this work will have a notable impact on
the field.
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