A
Menu
July 27, 2023 conference-paper Open access Aachen paper

An improved infrastructure for the IceCube realtime system

International Cosmic Ray Conference, pp. 1106

DOI: 10.22323/1.444.1106 Full text (OA) OpenAlex

Abstract

The IceCube realtime alert system has been operating since 2016. It provides prompt alerts on high-energy neutrino events to the astroparticle physics community. The localization regions for the incoming direction of neutrinos are published through NASA's Gamma-ray Coordinate Network (GCN). The IceCube realtime system consists of infrastructure dedicated to the selection of alert events, the reconstruction of their topology and arrival direction, the calculation of directional uncertainty contours and the distribution of the event information through public alert networks. Using a message-based workflow management system, a dedicated software (SkyDriver) provides a representational state transfer (REST) interface to parallelized reconstruction algorithms. In this contribution, we outline the improvements of the internal infrastructure of the IceCube realtime system that aims to streamline the internal handling of neutrino events, their distribution to the SkyDriver interface, the collection of the reconstruction results as well as their conversion into human- and machine-readable alerts to be publicly distributed through different alert networks. An approach for the long-term storage and cataloging of alert events according to findability, accessibility, interoperability and reusability (FAIR) principles is outlined.

Authors 99

  1. Massimiliano Lincetto corresponding

    The University of Adelaide · Ruhr University Bochum

    Affiliation as printed

    Department of Physics, University of Adelaide, Adelaide, 5005, Australia

    Fakultät für Physik & Astronomie, Ruhr-Universität Bochum, D-44780 Bochum, Germany

  2. Eric Evans-Jacquez Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  3. Benedikt Riedel Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  4. Schultz David Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  5. Tianlu Yuan Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  6. M. Ackermann

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  7. Jenni Adams

    University of Canterbury

    Affiliation as printed

    Dept. of Physics and Astronomy, University of Canterbury, Private Bag 4800, Christchurch, New Zealand

  8. Sanjib Kumar Agarwalla

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  9. Juanan Aguilar

    Université Libre de Bruxelles

    Affiliation as printed

    Université Libre de Bruxelles , Science Faculty CP230 , B-1050 Brussels , Belgium

    Université Libre de Bruxelles, Science Faculty CP230, B-1050 Brussels, Belgium

  10. M. Ahlers

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  11. Jean-Marco Alameddine

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  12. Najia Moureen Binte Amin

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  13. K. Andeen

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  14. G. Anton

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  15. Carlos A. Argüelles

    Harvard University

    Affiliation as printed

    Department of Physics and Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA 02138, USA

  16. Yosuke Ashida

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  17. Sofia Athanasiadou

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  18. Spencer Axani

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  19. X. Bai

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  20. Aswathi Balagopal V
  21. Moreno Baricevic

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  22. S. W. Barwick

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  23. Vedant Basu

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  24. Ryan Carlton Bay

    University of California, Berkeley

    Affiliation as printed

    Dept. of Physics , University of California , Berkeley , CA 94720 , USA

    Dept. of Physics, University of California, Berkeley, CA 94720, USA

  25. J. J. Beatty

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  26. Julia Becker Tjus

    Ruhr University Bochum

    Affiliation as printed

    Fakultät für Physik & Astronomie , Ruhr-Universität Bochum , D-44780 Bochum , Germany

    Fakultät für Physik & Astronomie, Ruhr-Universität Bochum, D-44780 Bochum, Germany

  27. Jakob Beise

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  28. Chiara Bellenghi

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  29. Charlotte Benning Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  30. S. BenZvi

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  31. David Berley
    Affiliation as printed

    Dept. of Physics

  32. E. Bernardini

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  33. D. Besson

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  34. E. Blaufuss
    Affiliation as printed

    Dept. of Physics

  35. Summer Blot

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  36. Federico Bontempo

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  37. Julia Book

    Harvard University

    Affiliation as printed

    Department of Physics and Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA 02138, USA

  38. Caterina Boscolo Meneguolo
  39. Sebastian BOSER

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  40. O. Botner

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  41. Jakob Bottcher Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin-Madison, Madison, WI 53706, USA

    III. Physikalisches Institut, RWTH Aachen University, D-52056 Aachen, Germany

  42. Etienne Bourbeau

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  43. Jim Braun

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  44. Bennett Brinson

    Georgia Institute of Technology

    Affiliation as printed

    School of Physics and Center for Relativistic Astrophysics , Georgia Institute of Technology , Atlanta , GA 30332 , USA

    School of Physics and Center for Relativistic Astrophysics, Georgia Institute of Technology, Atlanta, GA 30332, USA

  45. Jannes Brostean-Kaiser

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  46. Ryan T. Burley

    The University of Adelaide · Ruhr University Bochum

    Affiliation as printed

    Department of Physics , University of Adelaide , Adelaide , 5005 , Australia

    Fakultät für Physik & Astronomie , Ruhr-Universität Bochum , D-44780 Bochum , Germany

    Department of Physics, University of Adelaide, Adelaide, 5005, Australia

    Fakultät für Physik & Astronomie, Ruhr-Universität Bochum, D-44780 Bochum, Germany

  47. Raffaela Busse

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  48. Delaney Butterfield

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  49. Michael Campana

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  50. Kiara Carloni

    Harvard University

    Affiliation as printed

    Department of Physics and Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA 02138, USA

  51. Erin Carnie-Bronca

    The University of Adelaide · Ruhr University Bochum

    Affiliation as printed

    Department of Physics , University of Adelaide , Adelaide , 5005 , Australia

    Fakultät für Physik & Astronomie , Ruhr-Universität Bochum , D-44780 Bochum , Germany

    Department of Physics, University of Adelaide, Adelaide, 5005, Australia

    Fakultät für Physik & Astronomie, Ruhr-Universität Bochum, D-44780 Bochum, Germany

  52. Sharmistha Chattopadhyay

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  53. Thien Nhan Chau

    Université Libre de Bruxelles

    Affiliation as printed

    Université Libre de Bruxelles, Science Faculty CP230, B-1050 Brussels, Belgium

  54. Chujie Chen

    Georgia Institute of Technology

    Affiliation as printed

    School of Physics and Center for Relativistic Astrophysics , Georgia Institute of Technology , Atlanta , GA 30332 , USA

    School of Physics and Center for Relativistic Astrophysics, Georgia Institute of Technology, Atlanta, GA 30332, USA

  55. Zheyang Chen

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  56. D. Chirkin

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  57. Seowon Choi

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  58. Brian A. Clark
    Affiliation as printed

    Dept. of Physics

  59. Lew Classen

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  60. Alan Coleman

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  61. Gabriel Collin

    Massachusetts Institute of Technology

    Affiliation as printed

    Dept. of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA

  62. A. Connolly

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  63. Janet M. Conrad

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  64. Paul Coppin

    Vrije Universiteit Brussel

    Affiliation as printed

    Vrije Universiteit Brussel (VUB), Dienst ELEM, B-1050 Brussels, Belgium

  65. Pablo Correa

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  66. D. F. Cowen

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  67. Pranav Dave

    Georgia Institute of Technology · Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    School of Physics and Center for Relativistic Astrophysics , Georgia Institute of Technology , Atlanta , GA 30332 , USA

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  68. Catherine DE CLERCQ

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  69. James DeLaunay

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  70. Diyaselis Delgado Lopez
  71. Shuyang Deng Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  72. Kunal Deoskar

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  73. Abhishek Desai

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  74. P. Desiati

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  75. Krijn D. de Vries

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  76. G. de Wasseige

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  77. T. DeYoung

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  78. Alejandro Díaz

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  79. Juan Carlos Diaz-Velez

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  80. Markus Dittmer

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  81. Alba Domi

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  82. Hrvoje Dujmović

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  83. M. A. DuVernois

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  84. Thomas Ehrhardt

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  85. P. Eller

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  86. Enrico Ellinger

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  87. Sharif El Mentawi Aachen III. Physikalisches Institut

    University of Wisconsin–Madison · Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University · RWTH Aachen University

    Affiliation as printed

    Dept. of Physics and Wisconsin IceCube Particle Astrophysics Center , University of Wisconsin- Madison , Madison , WI 53706 , USA

    III. Physikalisches Institut , RWTH Aachen University , D-52056 Aachen , Germany

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  88. Dominik Elsässer

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  89. Robert Engel

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  90. Hannah Erpenbeck

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  91. John Evans

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  92. Paul A. Evenson

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  93. Kwok Lung Fan

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  94. Ke Fang

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  95. Kareem Ramadan Farrag

    Chiba University

    Affiliation as printed

    Dept. of Physics and The International Center for Hadron Astrophysics, Chiba University, Chiba 263-8522, Japan

  96. Ali R. Fazely

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    Dept. of Physics , Southern University , Baton Rouge , LA 70813 , USA

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  97. Anatoli Fedynitch

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  98. Nora Feigl

    Humboldt-Universität zu Berlin

    Affiliation as printed

    Institut für Physik , Humboldt-Universität zu Berlin , D-12489 Berlin , Germany

    Institut für Physik, Humboldt-Universität zu Berlin, D-12489 Berlin, Germany

  99. Sebastian Fiedlschuster

    Southern University and Agricultural and Mechanical College · University of Alaska Anchorage · Lawrence Berkeley National Laboratory · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

    CTSPS, Clark-Atlanta University, Atlanta, GA 30314, USA

    Dept. of Physics and Astronomy, University of Alaska Anchorage, 3211 Providence Dr., Anchorage, AK 99508, USA

    Dept. of Physics, Southern University, Baton Rouge, LA 70813, USA

    Dept. of Physics, University of Texas at Arlington, 502 Yates St., Science Hall Rm 108, Box 19059, Arlington, TX 76019, USA

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

Cited by 0 stored of 0

No patents citing this paper on Lens.org (checked 2026-10-06).

References 14

14 results