247031 20230317220534.0 10.5281/ZENODO.6804861 doi 10.15120/GSI-2022-00764 datacite_doi GSI-2022-00764 English Rifai, Mariam P:(DE-HGF)0 0 Corresponding author XXX International Conference on Neutrino Physics and Astrophysics NEUTRINO 2022 Online (Seoul) 2022-05-30 - 2022-06-04 South Korea Atmospheric neutrino physics in JUNO: reconstruction of GeV Interaction 2022 Conference Paper 33 EndNote INPROCEEDINGS BibTeX conferenceObject DRIVER CONFERENCE_POSTER ORCID Output Types/Conference Poster DataCite Poster poster poster PUB:(DE-HGF)24 1674032207_24476 PUB:(DE-HGF) Panel discussion CCby4 The Jiangmen Underground Neutrino Observatory (JUNO), is a 20 kton multi-purpose liquid-scintillator detector to be completed in 2023. Its main goal is the determination of the neutrino mass ordering using the measurement of the vacuum-dominated oscillation pattern of reactor anti-neutrinos from two nearby nuclear power plants. The sensitivity of JUNO to the neutrino mass ordering can be enhanced via a combined analysis of reactor anti-neutrinos with atmospheric neutrinos, in which the matter-dominated oscillation depends on the mass ordering. Such an analysis requires a precise reconstruction of the energy and the direction of atmospheric neutrinos. As the largest liquid-scintillator detector to be built, JUNO will also be able to measure the atmospheric neutrino flux down to lower energies than the current large water/ice Cherenkov detectors. This poster presents the reconstruction of the energy of atmospheric neutrinos with a machine learning approach and the direction reconstruction with a traditional approach. Both approaches are a Monte Carlo based study, the latter focuses on the reconstruction of the photon emission topology in the JUNO detector, while the machine learning approach relies on the geometrical representation of the detector with a Graph Convolutional Neural Network. 899 - ohne Topic (POF4-899) G:(DE-HGF)POF4-899 POF4-899 POF IV 0 Dataset connected to DataCite EXP:(DE-Ds200)JUNO-2022 EXP:(DE-Ds200)JUNO-2022 JUNO Experiment at Jiangmen Underground Neutrino Observatory in China ( - ; other) 0 10.5281/ZENODO.6804861 OpenAccess http://repository.gsi.de/record/247031/files/Atmospheric%20neutrino%20physics%20in%20JUNO%20reconstruction%20of%20GeV%20Interaction.pdf OpenAccess icon http://repository.gsi.de/record/247031/files/Atmospheric%20neutrino%20physics%20in%20JUNO%20reconstruction%20of%20GeV%20Interaction.gif?subformat=icon OpenAccess icon-1440 http://repository.gsi.de/record/247031/files/Atmospheric%20neutrino%20physics%20in%20JUNO%20reconstruction%20of%20GeV%20Interaction.jpg?subformat=icon-1440 OpenAccess icon-180 http://repository.gsi.de/record/247031/files/Atmospheric%20neutrino%20physics%20in%20JUNO%20reconstruction%20of%20GeV%20Interaction.jpg?subformat=icon-180 OpenAccess icon-640 http://repository.gsi.de/record/247031/files/Atmospheric%20neutrino%20physics%20in%20JUNO%20reconstruction%20of%20GeV%20Interaction.jpg?subformat=icon-640 oai:repository.gsi.de:247031 openaire open_access VDB driver DE-HGF Programmungebundene Forschung ohne Programm G:(DE-HGF)POF4-890 G:(DE-HGF)POF4-899 G:(DE-HGF)POF4 G:(DE-HGF)POF4-800 G:(DE-HGF)POF ohne Topic 0 2022 OpenAccess StatID:(DE-HGF)0510 StatID Creative Commons Attribution CC BY 4.0 LIC:(DE-HGF)CCBY4 HGFVOC yes I:(DE-588b)5008462-8 FZJ Forschungszentrum Jülich 0 poster VDB UNRESTRICTED I:(DE-588b)5008462-8 FullTexts