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Russian–German Astroparticle Data Life Cycle Initiative

Author

Listed:
  • Igor Bychkov

    (Matrosov Institute for System Dynamics and Control Theory, Siberian Branch of Russian Academy of Sciences, Lermontov st. 134, P. O. Box 292, 664033 Irkutsk, Russia
    Institute Of Mathematics, Economics and Informatics, Irkutsk State University, Gagarin Blvd. 20, Irkutsk 664003, Russia)

  • Andrey Demichev

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Julia Dubenskaya

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Oleg Fedorov

    (Applied Physics Institute, Irkutsk State University, Gagarin Blvd. 20, 664003 Irkutsk, Russia)

  • Andreas Haungs

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Andreas Heiss

    (Steinbuch Centre for Computing, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Donghwa Kang

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Yulia Kazarina

    (Applied Physics Institute, Irkutsk State University, Gagarin Blvd. 20, 664003 Irkutsk, Russia)

  • Elena Korosteleva

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Dmitriy Kostunin

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Alexander Kryukov

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Andrey Mikhailov

    (Matrosov Institute for System Dynamics and Control Theory, Siberian Branch of Russian Academy of Sciences, Lermontov st. 134, P. O. Box 292, 664033 Irkutsk, Russia)

  • Minh-Duc Nguyen

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Stanislav Polyakov

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Evgeny Postnikov

    (Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Leninskiye Gory 1(2), 119991 Moscow, Russia)

  • Alexey Shigarov

    (Matrosov Institute for System Dynamics and Control Theory, Siberian Branch of Russian Academy of Sciences, Lermontov st. 134, P. O. Box 292, 664033 Irkutsk, Russia
    Institute Of Mathematics, Economics and Informatics, Irkutsk State University, Gagarin Blvd. 20, Irkutsk 664003, Russia)

  • Dmitry Shipilov

    (Applied Physics Institute, Irkutsk State University, Gagarin Blvd. 20, 664003 Irkutsk, Russia)

  • Achim Streit

    (Steinbuch Centre for Computing, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Victoria Tokareva

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Doris Wochele

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Jürgen Wochele

    (Institute for Nuclear Physics, Karlsruhe Institute of Technology, KIT, 76021 Karlsruhe, Germany)

  • Dmitry Zhurov

    (Applied Physics Institute, Irkutsk State University, Gagarin Blvd. 20, 664003 Irkutsk, Russia)

Abstract

Modern large-scale astroparticle setups measure high-energy particles, gamma rays, neutrinos, radio waves, and the recently discovered gravitational waves. Ongoing and future experiments are located worldwide. The data acquired have different formats, storage concepts, and publication policies. Such differences are a crucial point in the era of Big Data and of multi-messenger analysis in astroparticle physics. We propose an open science web platform called ASTROPARTICLE.ONLINE which enables us to publish, store, search, select, and analyze astroparticle data. In the first stage of the project, the following components of a full data life cycle concept are under development: describing, storing, and reusing astroparticle data; software to perform multi-messenger analysis using deep learning; and outreach for students, post-graduate students, and others who are interested in astroparticle physics. Here we describe the concepts of the web platform and the first obtained results, including the meta data structure for astroparticle data, data analysis by using convolution neural networks, description of the binary data, and the outreach platform for those interested in astroparticle physics. The KASCADE-Grande and TAIGA cosmic-ray experiments were chosen as pilot examples.

Suggested Citation

  • Igor Bychkov & Andrey Demichev & Julia Dubenskaya & Oleg Fedorov & Andreas Haungs & Andreas Heiss & Donghwa Kang & Yulia Kazarina & Elena Korosteleva & Dmitriy Kostunin & Alexander Kryukov & Andrey Mi, 2018. "Russian–German Astroparticle Data Life Cycle Initiative," Data, MDPI, vol. 3(4), pages 1-14, November.
    • Handle: RePEc:gam:jdataj:v:3:y:2018:i:4:p:56-:d:186241
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    References listed on IDEAS

    as
    1. Paul A. David, 2004. "Understanding the emergence of 'open science' institutions: functionalist economics in historical context," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(4), pages 571-589, August.
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    Cited by:

    1. Vladimir A. Srećković & Aleksandra Nina, 2019. "Special Issue on Astrophysics & Geophysics: Research and Applications," Data, MDPI, vol. 4(1), pages 1-3, January.

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