Search Results - "Gavrikov, Arsenii"
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Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach
Published in The European physical journal. C, Particles and fields (01-11-2022)“…Large-scale detectors consisting of a liquid scintillator target surrounded by an array of photo-multiplier tubes (PMTs) are widely used in the modern neutrino…”
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Journal Article -
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The use of Boosted Decision Trees for Energy Reconstruction in JUNO experiment
Published in EPJ Web of conferences (2021)“…The Jiangmen Underground Neutrino Observatory (JUNO) is a neutrino experiment with a broad physical program. The main goals of JUNO are the determination of…”
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Journal Article Conference Proceeding -
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Applying Friedmann models to describe the evolution of the Universe based on data from the SAI Supernovae Catalog
Published in Discrete and continuous models and applied computational science (15-12-2020)“…In the recent years thanks to the modern and sophisticated technologies the astronomers and astrophysicists were able to look deep into the Universe. This vast…”
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Vertex and energy reconstruction in JUNO with machine learning methods
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (11-09-2021)“…The Jiangmen Underground Neutrino Observatory (JUNO) is an experiment designed to study neutrino oscillations. Determination of neutrino mass ordering and…”
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Mass testing and characterization of 20-inch PMTs for JUNO
Published in The European physical journal. C, Particles and fields (01-12-2022)“…Main goal of the JUNO experiment is to determine the neutrino mass ordering using a 20 kt liquid-scintillator detector. Its key feature is an excellent energy…”
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Journal Article -
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Damping signatures at JUNO, a medium-baseline reactor neutrino oscillation experiment
Published in The journal of high energy physics (13-06-2022)“…A bstract We study damping signatures at the Jiangmen Underground Neutrino Observatory (JUNO), a medium-baseline reactor neutrino oscillation experiment. These…”
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The JUNO experiment Top Tracker
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-12-2023)“…The main task of the Top Tracker detector of the neutrino reactor experiment Jiangmen Underground Neutrino Observatory (JUNO) is to reconstruct and extrapolate…”
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Mass testing of the JUNO experiment 20-inch PMT readout electronics
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-07-2023)“…The Jiangmen Underground Neutrino Observatory (JUNO) is a multi-purpose, large size, liquid scintillator experiment under construction in China. JUNO will…”
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9
Model-independent Approach of the JUNO 8B Solar Neutrino Program
Published in The Astrophysical journal (01-04-2024)“…The physics potential of detecting 8B solar neutrinos will be exploited at the Jiangmen Underground Neutrino Observatory (JUNO), in a model-independent manner…”
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Implementation and performances of the IPbus protocol for the JUNO Large-PMT readout electronics
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-08-2023)“…The Jiangmen Underground Neutrino Observatory (JUNO) is a large neutrino detector currently under construction in China. Thanks to the tight requirements on…”
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Journal Article -
11
The use of Boosted Decision Trees for Energy Reconstruction in JUNO experiment
Published 05-06-2021“…The Jiangmen Underground Neutrino Observatory (JUNO) is a neutrino experiment with a broad physical program. The main goals of JUNO are the determination of…”
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Journal Article -
12
Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach
Published 14-11-2022“…Eur. Phys. J. C 82, 1021 (2022) Large-scale detectors consisting of a liquid scintillator target surrounded by an array of photo-multiplier tubes (PMTs) are…”
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Journal Article -
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JUNO Sensitivity to Invisible Decay Modes of Neutrons
Published 27-05-2024“…We explore the bound neutrons decay into invisible particles (e.g., $n\rightarrow 3 \nu$ or $nn \rightarrow 2 \nu$) in the JUNO liquid scintillator detector…”
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Journal Article -
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JUNO sensitivity to the annihilation of MeV dark matter in the galactic halo
Published 14-09-2023“…JCAP 09 (2023) 001 We discuss JUNO sensitivity to the annihilation of MeV dark matter in the galactic halo via detecting inverse beta decay reactions of…”
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Real-time Monitoring for the Next Core-Collapse Supernova in JUNO
Published 13-09-2023“…The core-collapse supernova (CCSN) is considered one of the most energetic astrophysical events in the universe. The early and prompt detection of neutrinos…”
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The JUNO experiment Top Tracker
Published 09-03-2023“…Nucl.Instrum.Meth.A 1057 (2023) 168680 The main task of the Top Tracker detector of the neutrino reactor experiment Jiangmen Underground Neutrino Observatory…”
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JUNO sensitivity to $^7$Be, $pep$, and CNO solar neutrinos
Published 07-03-2023“…The Jiangmen Underground Neutrino Observatory (JUNO), the first multi-kton liquid scintillator detector, which is under construction in China, will have a…”
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Journal Article -
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Implementation and performances of the IPbus protocol for the JUNO Large-PMT readout electronics
Published 20-02-2023“…The Jiangmen Underground Neutrino Observatory (JUNO) is a large neutrino detector currently under construction in China. Thanks to the tight requirements on…”
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Journal Article -
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Mass testing of the JUNO experiment 20-inch PMTs readout electronics
Published 11-01-2023“…The Jiangmen Underground Neutrino Observatory (JUNO) is a multi-purpose, large size, liquid scintillator experiment under construction in China. JUNO will…”
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Journal Article -
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JUNO Sensitivity on Proton Decay $p\to \bar\nu K^+$ Searches
Published 16-12-2022“…The Jiangmen Underground Neutrino Observatory (JUNO) is a large liquid scintillator detector designed to explore many topics in fundamental physics. In this…”
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