Abstract

We present a novel methodology to search for intranuclear neutron-antineutron transition (n → n̄) followed by n̄-nucleon annihilation within an 40Ar nucleus, using the MicroBooNE liquid argon time projection chamber (LArTPC) detector. A discovery of n → n̄ transition or a new best limit on the lifetime of this process would either constitute physics beyond the Standard Model or greatly constrain theories of baryogenesis, respectively. The approach presented in this paper makes use of deep learning methods to select n → n̄ events based on their unique features and differentiate them from cosmogenic backgrounds. The achieved signal and background efficiencies are (70.22 ± 6.04)% and (0.0020 ± 0.0003)%, respectively. A demonstration of a search is performed with a data set corresponding to an exposure of 3.32 × 1026 neutron-years, and where the background rate is constrained through direct measurement, assuming the presence of a negligible signal. With this approach, no excess of events over the background prediction is observed, setting a demonstrative lower bound on the n → n̄ lifetime in 40Ar of τm ≳ 1.1 × 1026 years, and on the free n → n̄ transition time of τn ≳ 2.6 × 105 s, each at the 90% confidence level. This analysis represents a first-ever proof-of-principle demonstration of the ability to search for this rare process in LArTPCs with high efficiency and low background.

Original languageEnglish
Article numberP07032
JournalJournal of Instrumentation
Volume19
Issue number7
DOIs
StatePublished - 1 Jul 2024

Funding

FundersFunder number
National Science Foundation
High Energy Physics and Nuclear Physics
University of South Florida Research and Innovation
Science and Technology Facilities Council
NSF AI Institute for Artificial Intelligence and Fundamental Interactions
U.S. Department of Energy
United Kingdom Research and Innovation
Fermilab
Albert Einstein Center for Fundamental Physics
Office of Science
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Royal Society
UK Research and Innovation
Fermi Research Alliance, LLCDE-AC02-07CH11359

    Keywords

    • Data analysis; Image processing
    • Noble liquid detectors (scintillation
    • Time projection Chambers (TPC)
    • double-phase)
    • ionization

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