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4 papers · 2 filters
Calibration and simulation of ionization signal and electronics noise in the ICARUS liquid argon time projection chamber
ICARUS collaboration, P. Abratenko, N. Abrego-Martinez +178
The ICARUS liquid argon time projection chamber (LArTPC) neutrino detector has been taking physics data since 2022 as part of the Short-Baseline Neutrino (SBN) Program. This paper…
Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics
Shoji Asai, Amalia Ballarino, Tulika Bose +29
This is the report from the 2023 Particle Physics Project Prioritization Panel (P5) approved by High Energy Physics Advisory Panel (HEPAP) on December 8, 2023. The final version wa…
Improving neutrino energy estimation of charged-current interaction events with recurrent neural networks in MicroBooNE
MicroBooNE collaboration, P. Abratenko, O. Alterkait +186
We present a deep learning-based method for estimating the neutrino energy of charged-current neutrino-argon interactions. We employ a recurrent neural network (RNN) architecture f…
Measurement of double-differential cross sections for mesonless charged-current muon neutrino interactions on argon with final-state protons using the MicroBooNE detector
MicroBooNE collaboration, P. Abratenko, O. Alterkait +185
Charged-current neutrino interactions with final states containing zero mesons and at least one proton are of high interest for current and future accelerator-based neutrino oscill…