scholarly journals Background Rejection in Two-Phase Xenon using Scintillation Pulse-Shape Discrimination for Neutrinoless Double-Beta Decay Searches

2020 ◽  
Author(s):  
Braeden Veenstra
2021 ◽  
Vol 81 (1) ◽  
Author(s):  
A. Jany ◽  
M. Misiaszek ◽  
T. Mroz ◽  
K. Panas ◽  
G. Zuzel ◽  
...  

AbstractExperiments searching for the neutrinoless double beta decay in $$^{76}$$ 76 Ge are currently achieving the lowest background level and, in connection with the excellent energy resolution of germanium detectors, they exhibit the best discovery potential for the decay. Expansion to a ton scale of the active target mass is presently considered – in this case on-site production of the detectors may be an option. In this paper we describe the fabrication and characterization procedures of a prototype detector with a small p+ contact, which enhances the abilities of the pulse shape discrimination – one of the most important tools for background reduction. Simulations of the shapes of pulses from the detector were carried out and tuned, taking the advantage of the fact that all the parameters of the Ge crystal, cryostat and of the spectroscopic chain were known. As a result, the pulse shape analyses performed on the simulated and measured data agree very well. The worked out method allows to optimize geometry and crystal parameters in terms of pulse shape analysis efficiency, before the actual production of the detectors.


2015 ◽  
Vol 10 (12) ◽  
pp. P12020-P12020 ◽  
Author(s):  
J. Renner ◽  
A. Cervera ◽  
J.A. Hernando ◽  
A. Imzaylov ◽  
F. Monrabal ◽  
...  

2015 ◽  
Vol 2015 ◽  
pp. 1-7 ◽  
Author(s):  
G. B. Kim ◽  
S. Choi ◽  
F. A. Danevich ◽  
A. Fleischmann ◽  
C. S. Kang ◽  
...  

We report the development of a CaMoO4crystal low temperature detector for the AMoRE neutrinoless double beta decay(0νββ)search experiment. The prototype detector cell was composed of a 216 g CaMoO4crystal and a metallic magnetic calorimeter. An overground measurement demonstrated FWHM resolution of 6–11 keV for full absorption gamma peaks. Pulse shape discrimination was clearly demonstrated in the phonon signals, and 7.6 σof discrimination power was found for theαandβ/γseparation. The phonon signals showed rise-times of about 1 ms. It is expected that the relatively fast rise-time will increase the rejection efficiency of two-neutrino double beta decay pile-up events which can be one of the major background sources in0νββsearches.


2021 ◽  
Vol 2021 (1) ◽  
Author(s):  
M. Kekic ◽  
◽  
C. Adams ◽  
K. Woodruff ◽  
J. Renner ◽  
...  

Abstract Convolutional neural networks (CNNs) are widely used state-of-the-art computer vision tools that are becoming increasingly popular in high-energy physics. In this paper, we attempt to understand the potential of CNNs for event classification in the NEXT experiment, which will search for neutrinoless double-beta decay in 136Xe. To do so, we demonstrate the usage of CNNs for the identification of electron-positron pair production events, which exhibit a topology similar to that of a neutrinoless double-beta decay event. These events were produced in the NEXT-White high-pressure xenon TPC using 2.6 MeV gamma rays from a 228Th calibration source. We train a network on Monte Carlo-simulated events and show that, by applying on-the-fly data augmentation, the network can be made robust against differences between simulation and data. The use of CNNs offers significant improvement in signal efficiency and background rejection when compared to previous non-CNN-based analyses.


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