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Titlebook: Event Classification in Liquid Scintillator Using PMT Hit Patterns; for Neutrinoless Dou Jack Dunger Book 2019 Springer Nature Switzerland

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發(fā)表于 2025-3-21 16:46:06 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Event Classification in Liquid Scintillator Using PMT Hit Patterns
副標(biāo)題for Neutrinoless Dou
編輯Jack Dunger
視頻videohttp://file.papertrans.cn/318/317408/317408.mp4
概述Nominated as an outstanding Ph.D. thesis by the University of Oxford, Oxford, UK.Proposes new techniques for separating electrons from radioactive decays.Demonstrates that leveraging these techniques
叢書名稱Springer Theses
圖書封面Titlebook: Event Classification in Liquid Scintillator Using PMT Hit Patterns; for Neutrinoless Dou Jack Dunger Book 2019 Springer Nature Switzerland
描述.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
出版日期Book 2019
關(guān)鍵詞Neutrinoless Double Beta Decay; Liquid Scintillator Detectors; Particle ID; Slow Scintillators; Bayesian
版次1
doihttps://doi.org/10.1007/978-3-030-31616-7
isbn_softcover978-3-030-31618-1
isbn_ebook978-3-030-31616-7Series ISSN 2190-5053 Series E-ISSN 2190-5061
issn_series 2190-5053
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Event Classification in Liquid Scintillator Using PMT Hit Patternsfor Neutrinoless Dou
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https://doi.org/10.1007/978-1-4471-4159-4 decay outside of the scintillator volume. Of these, .Tl decay inside the AV, hold-down ropes (HDR), external water (H.O) and the PMTs (PMT .) form the biggest background contributions inside the fiducial volume, so these are the focus of the work.
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Interaction Mechanisms at Microscopic Level,ysics experiment, but its design was informed by SNO+ analyses, particularly the 0. search. In a nutshell, . is a set of . classes which represent the major elements of an analysis: the probability distribution functions, parametrisations of systematic uncertainty, test statistics and optimisation or sampling algorithms.
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Lifetime of Metastable Muonic Helium and 2D Bayesian fits in event radius and energy are used to estimate the expected . 90% limit and . discovery level. In addition, the . statistic, introduced to separate 0. from .Co in Chap.?. is introduced as a third fit dimension to drastically improve the . SNO+ discovery potential.
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Pulse Shape Discrimination of External Backgrounds, decay outside of the scintillator volume. Of these, .Tl decay inside the AV, hold-down ropes (HDR), external water (H.O) and the PMTs (PMT .) form the biggest background contributions inside the fiducial volume, so these are the focus of the work.
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