Event Classification in Liquid Scintillator Using PMT Hit Patterns: for Neutrinoless Double Beta Decay Searches

Description

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. Front Matter ....Pages i-xvii Introduction and Theoretical Background (Jack Dunger)....Pages 1-45 The SNO+ Experiment (Jack Dunger)....Pages 47-67 Reconstruction (Jack Dunger)....Pages 69-87 Backgrounds (Jack Dunger)....Pages 89-100 Pulse Shape Discrimination for Internal Backgrounds (Jack Dunger)....Pages 101-122 Pulse Shape Discrimination of External Backgrounds (Jack Dunger)....Pages 123-136 The OXO Signal Extraction Framework (Jack Dunger)....Pages 137-150 0\(\nu \beta \beta \) Extraction (Jack Dunger)....Pages 151-166 Neutrinoless Double Beta Decay with Slow Scintillator (Jack Dunger)....Pages 167-207 Conclusions (Jack Dunger)....Pages 209-209 Back Matter ....Pages 211-223