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Citizen science for IceCube: Name that Neutrino
Loyola Univ Chicago, Dept Phys, Chicago, IL 60660 USA.
Uppsala University, Disciplinary Domain of Science and Technology, Physics, Department of Physics and Astronomy, High Energy Physics.ORCID iD: 0000-0002-7448-4189
Uppsala University, Disciplinary Domain of Science and Technology, Physics, Department of Physics and Astronomy, High Energy Physics.ORCID iD: 0000-0001-8588-7306
Uppsala University, Disciplinary Domain of Science and Technology, Physics, Department of Physics and Astronomy, High Energy Physics. TU Dortmund Univ, Dept Phys, D-44221 Dortmund, Germany..ORCID iD: 0000-0003-1510-1712
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Number of Authors: 4132024 (English)In: The European Physical Journal Plus, E-ISSN 2190-5444, Vol. 139, no 6, article id 533Article in journal (Refereed) Published
Abstract [en]

Name that Neutrino is a citizen science project where volunteers aid in classification of events for the IceCube Neutrino Observatory, an immense particle detector at the geographic South Pole. From March 2023 to September 2023, volunteers did classifications of videos produced from simulated data of both neutrino signal and background interactions. Name that Neutrino obtained more than 128,000 classifications by over 1800 registered volunteers that were compared to results obtained by a deep neural network machine-learning algorithm. Possible improvements for both Name that Neutrino and the deep neural network are discussed.

Place, publisher, year, edition, pages
Springer, 2024. Vol. 139, no 6, article id 533
National Category
Subatomic Physics
Identifiers
URN: urn:nbn:se:uu:diva-541176DOI: 10.1140/epjp/s13360-024-05179-yISI: 001290703000001OAI: oai:DiVA.org:uu-541176DiVA, id: diva2:1909747
Funder
Swedish Research CouncilSwedish National Infrastructure for Computing (SNIC)Knut and Alice Wallenberg FoundationGoogle
Note

For complete list of authors see http://dx.doi.org/10.1140/epjp/s13360-024-05179-y

Available from: 2024-10-31 Created: 2024-10-31 Last updated: 2024-10-31Bibliographically approved

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Beise, JakobBotner, OlgaColeman, AlanGlaser, ChristianGlüsenkamp, ThorstenHallgren, AllanHeyer, NilsO'Sullivan, ErinPérez de los Heros, CarlosPontén, AxelValtonen-Mattila, Nora

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Beise, JakobBotner, OlgaColeman, AlanGlaser, ChristianGlüsenkamp, ThorstenHallgren, AllanHeyer, NilsO'Sullivan, ErinPérez de los Heros, CarlosPontén, AxelValtonen-Mattila, Nora
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High Energy Physics
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Subatomic Physics

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