Jack Dunger Event Classification in Liquid Scintillator Using PMT Hit Patterns 9783030316150

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Автор: Jack Dunger
Название: Event Classification in Liquid Scintillator Using PMT Hit Patterns
ISBN: 9783030316150
Издательство: Springer
Классификация:

Вероятность и статистика

Наукометрия и системы индексов

Физика элементарных частиц и высоких энергий

Электроника

Обработка сигналов

ISBN-10: 3030316157
Обложка/Формат: Hardcover
Страницы: 223
Вес: 0.54 кг.
Дата издания: 2019
Серия: Springer Theses
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 137 tables, color; 102 illustrations, color; 64 illustrations, black and white; xvii, 223 p. 166 illus., 102 illus. in color.
Размер: 234 x 156 x 14
Читательская аудитория: Professional & vocational
Основная тема: Physics
Подзаголовок: for Neutrinoless Double Beta Decay Searches
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Theory.- The SNO+ Experiment.- Reconstruction.- Backgrounds.- Pulse Shape Discrimination for Internal Backgrounds.- Pulse Shape Discrimination of External Backgrounds.- The OXO Signal Extraction Framework.- 0??? Extraction.- Neutrinoless Double Beta Decay

Event Classification in Liquid Scintillator Using PMT Hit Patterns, Jack Dunger