eprintid: 17149 rev_number: 10 eprint_status: archive userid: 1277 dir: disk0/00/01/71/49 datestamp: 2014-07-22 06:07:19 lastmod: 2014-08-12 09:09:41 status_changed: 2014-07-22 06:07:19 type: doctoralThesis metadata_visibility: show creators_name: Kirsch, Andrea title: Search for the neutrinoless double beta-decay in Gerda Phase I using a Pulse Shape Discrimination technique subjects: ddc-530 divisions: i-130001 adv_faculty: af-13 abstract: The Germanium Detector Array (Gerda) experiment, located underground at the INFN Laboratori Nazionali del Gran Sasso (LNGS) in Italy, deploys high-purity germanium detectors to search for the neutrinoless double beta-decay (0vbb) of 76Ge. An observation of this lepton number violating process, which is expected by many extensions of the Standard Model, would not only generate a fundamental shift in our understanding of particle physics, but also unambiguously prove the neutrino to have a non-vanishing Majorana mass component. A first phase of data recording lasted from November 2011 to May 2013 - resulting in a total exposure (defined as the product of detector mass and measurement time) of 21.6 kg*yr. Within this thesis a thorough study of this data with special emphasis on the development and scrutiny of an active background suppression technique by means of a signal shape analysis has been performed. Among several investigated multivariate approaches, particularly a selection algorithm based on an artificial neural network is found to yield the best performance; i.a. the background index close to the Q-value of the 0vbb- decay could be suppressed by 45% to 1*10^(-2) cts/(keV*kg*yr), while still retaining a considerably high signal survival fraction of (83+/-3)% leading to a significant improvement of the experimental sensitivity. The efficiency is derived by a simulation and further validated by substantiated consistency checks availing themselves of measurements taken with different calibration sources and physics data. No signal is observed and a new lower limit of T(90%C.L.)>2.2*10^25 yr for the half-life of neutrinoless double beta-decay of 76Ge is established. date: 2014 id_scheme: DOI id_number: 10.11588/heidok.00017149 ppn_swb: 1658797310 own_urn: urn:nbn:de:bsz:16-heidok-171493 date_accepted: 2014-07-09 advisor: HASH(0x55de57c7afc0) language: eng bibsort: KIRSCHANDRSEARCHFORT2014 full_text_status: public citation: Kirsch, Andrea (2014) Search for the neutrinoless double beta-decay in Gerda Phase I using a Pulse Shape Discrimination technique. [Dissertation] document_url: https://archiv.ub.uni-heidelberg.de/volltextserver/17149/1/Doktorarbeit.pdf