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Studies of simulation framework for NνDEx experiment

2025/08/19 by Liang, Tianyu, Wang, Hulin, Zhang, Dongliang +9
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)

paper · doi:10.48550/arxiv.2508.13582

Abstract

The NνDEx experiment aims to search for the neutrinoless double beta decay of 82Se using a high-pressure 82SeF6 gas time projection chamber (TPC). Under the assumption of two kinds of charge carriers would be formed, the difference in drift velocities between these ion species enables trigger-less event reconstruction and offers the potential for excellent energy resolution through direct charge collection. In this study, we present a simulation framework for the NνDEx ion TPC. The reduced mobilities of SeF5- and SeF6- ions in SeF6 were calculated using density functional theory and two-temperature theory, yielding values of 0.444 ± 0.133 and 0.430 ± 0.129 cm2V-1s-1, respectively. The TPC geometry, featuring a cathode-focusing plane-anode structure and an 10,000-pixel readout array, was modeled with COMSOL to calculate the electric and weighting fields. Signal and background events were generated using BxDecay0 and Geant4. Garfield++ was used to simulate the transport of charge carriers and signal induction. The induced current was convolved with the transfer function to produce voltage signals, which were subsequently used to extract energy through amplitude. The 3D tracks are also reconstructed based on drift time differences and Breadth First search. To enhance signal background separation, six topological variables were extracted from the reconstructed tracks and used to define optimized selection criteria. The Boosted Decision Trees is used for a preliminary analysis. This simulation framework serves as a crucial tool for design optimization and sensitivity studies in the NνDEx experiment.

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