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Enhancing Neutrino Reconstruction in Water-Cherenkov Air Shower Arrays Using Multi-Photosensors

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arxiv 2504.08652 v2 pith:6JUBDB34 submitted 2025-04-11 hep-ex astro-ph.HE

classification hep-exastro-ph.HE
keywords neutrinocircdetectorsreconstructionapproximatelyarraysparticularlypotential
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

In this article, the potential of water Cherenkov detectors equipped with multi-PMT modules for background-free upward-going neutrino detection and improved direction reconstruction is demonstrated. By analyzing signal time traces with transformer-based models, significant improvements in angular resolution are achieved compared to previous designs with larger PMTs. These detectors enable the reconstruction of neutrino directions with resolutions of approximately $10^\circ$ in azimuth and $7^\circ$ in zenith for high-signal events, corresponding to an overall opening angle of approximately $10^\circ$. This design reduces saturation effects and enhances directional sensitivity, particularly for high-energy neutrinos. The results highlight the potential of WCD arrays as complementary tools for neutrino astronomy, particularly in the context of multimessenger observations of transient astrophysical sources. The nearly continuous operation and wide field of view of these detectors further enhance their suitability for real-time monitoring and alert generation.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Innovative Approaches to Unravel the Shower Components' Energy Spectrum with a Single Hybrid Station

    hep-ex 2025-07 conditional novelty 5.0 of 10

    A single hybrid station's multi-detector correlations and a transformer-based muon-direction reconstruction could give access to electromagnetic and muonic shower energy spectra, shown here only in simulation.

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