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July 27, 2023 conference-paper Open access Aachen paper

A multi-detector EAS reconstruction framework for IceCube

International Cosmic Ray Conference (ICRC), pp. 366

DOI: 10.22323/1.444.0366 Full text (OA) OpenAlex

Abstract

The IceCube Neutrino Observatory is also a very unique extensive air shower (EAS) detector, that simultaneously measures the EAS footprint on the surface and the high-energy muons in deep ice. The surface array - IceTop, comprising of ice-Cherenkov tanks, will be enhanced in the coming years with scintillation detectors and radio antennas. The hybrid detection enables the reconstruction of EAS parameters based on different underlying signal distributions. A new framework within the IceCube software allows for a flexible implementation of signal and time models for different detector components and a combination of resulting likelihood functions. The in-ice muon signal can serve as an anchor for the reconstruction of the EAS axis, resulting in an improved reconstruction resolution. Moreover, it makes it possible to reconstruct EASs with an impact point outside the IceTop array, opening a larger zenith-angle range for analyses of IceTop and in-ice coincident events. In this contribution, we present the capabilities of the combined reconstruction for different classes of EAS events with various detector configurations.

Authors 99

  1. Agnieszka Leszczyńska Aachen III. Physikalisches Institut

    RWTH Aachen University · University of Delaware

    Affiliation as printed

    Bartol Research Institute and Dept. of Physics and Astronomy, University of Delaware, Newark, DE 19716, USA

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

  2. Alan Coleman Aachen III. Physikalisches Institut

    RWTH Aachen University · University of Delaware · Uppsala University · The University of Adelaide

    Affiliation as printed

    Bartol Research Institute and Dept. of Physics and Astronomy, University of Delaware, Newark, DE 19716, USA

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

    Dept. of Physics and Astronomy, Uppsala University, Box 516, S-75120 Uppsala, Sweden

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

  3. Matthias Plum

    South Dakota School of Mines and Technology · University of Alaska Anchorage

    Affiliation as printed

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

    South Dakota School of Mines & Technology, Rapid City, SD, USA

  4. Dennis Soldin

    Karlsruhe Institute of Technology · University of Utah · The University of Texas at Arlington · Clark Atlanta University

    Affiliation as printed

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

    Department of Physics and Astronomy, University of Utah, Salt Lake City, UT 84112, USA

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

    Karlsruhe Institute of Technology, Institute of Experimental Particle Physics, Karlsruhe, Germany

  5. M. Ackermann

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  6. Jenni Adams

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  7. Sanjib Kumar Agarwalla

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  8. Juanan Aguilar

    Université Libre de Bruxelles

    Affiliation as printed

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

  9. M. Ahlers

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  10. Jean-Marco Alameddine

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  11. Najia Moureen Binte Amin

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  12. K. Andeen

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  13. G. Anton

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  14. Carlos A. Argüelles

    Harvard University

    Affiliation as printed

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

  15. Yosuke Ashida

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  16. Sofia Athanasiadou

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  17. Spencer Axani

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  18. X. Bai

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  19. Aswathi Balagopal V
  20. Moreno Baricevic

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  21. S. W. Barwick

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  22. Vedant Basu

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  23. Ryan Carlton Bay

    University of California, Berkeley

    Affiliation as printed

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

  24. J. J. Beatty

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  25. Julia Becker Tjus

    Ruhr University Bochum

    Affiliation as printed

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

  26. Jakob Beise

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  27. Chiara Bellenghi

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  28. Charlotte Benning Aachen III. Physikalisches Institut

    RWTH Aachen University · University of Delaware

    Affiliation as printed

    Bartol Research Institute and Dept. of Physics and Astronomy, University of Delaware, Newark, DE 19716, USA

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

  29. S. BenZvi

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  30. David Berley

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  31. E. Bernardini

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  32. D. Besson

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  33. E. Blaufuss

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  34. Summer Blot

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  35. Federico Bontempo

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  36. Julia Book

    Harvard University

    Affiliation as printed

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

  37. Caterina Boscolo Meneguolo
  38. Sebastian BOSER

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  39. O. Botner

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  40. Jakob Bottcher Aachen III. Physikalisches Institut

    RWTH Aachen University · University of Delaware

    Affiliation as printed

    Bartol Research Institute and Dept. of Physics and Astronomy, University of Delaware, Newark, DE 19716, USA

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

  41. Etienne Bourbeau

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  42. Jim Braun

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  43. 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

  44. Jannes Brostean-Kaiser

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  45. Ryan T. Burley

    Uppsala University · The University of Adelaide

    Affiliation as printed

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

    Dept. of Physics and Astronomy, Uppsala University, Box 516, S-75120 Uppsala, Sweden

  46. Raffaela Busse

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  47. Delaney Butterfield

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  48. Michael Campana

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  49. Kiara Carloni

    Harvard University

    Affiliation as printed

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

  50. Erin Carnie-Bronca

    Uppsala University · The University of Adelaide

    Affiliation as printed

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

    Dept. of Physics and Astronomy, Uppsala University, Box 516, S-75120 Uppsala, Sweden

  51. Sharmistha Chattopadhyay

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  52. Thien Nhan Chau

    Université Libre de Bruxelles

    Affiliation as printed

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

  53. 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

  54. Zheyang Chen

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  55. D. Chirkin

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  56. Seowon Choi

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  57. Brian A. Clark

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  58. Lew Classen

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  59. Gabriel Collin

    Massachusetts Institute of Technology

    Affiliation as printed

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

  60. A. Connolly

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  61. Janet M. Conrad

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  62. Paul Coppin

    Vrije Universiteit Brussel

    Affiliation as printed

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

  63. Pablo Correa

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  64. D. F. Cowen

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  65. Pranav Dave

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  66. Catherine DE CLERCQ

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  67. James DeLaunay

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  68. Diyaselis Delgado Lopez
  69. Shuyang Deng

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  70. Kunal Deoskar

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  71. Abhishek Desai

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  72. P. Desiati

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  73. Krijn D. de Vries

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  74. G. de Wasseige

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  75. T. DeYoung

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  76. Alejandro Díaz

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

    Affiliation as printed

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  77. Juan Carlos Diaz-Velez

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  78. Markus Dittmer

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  79. Alba Domi

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  80. Hrvoje Dujmović

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  81. M. A. DuVernois

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  82. Thomas Ehrhardt

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  83. P. Eller

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  84. Enrico Ellinger

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  85. Sharif El Mentawi

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  86. Dominik Elsässer

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  87. Ralph Richard Engel

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  88. Hannah Erpenbeck

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  89. John Evans

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  90. Paul A. Evenson

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  91. Kwok Lung Fan

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  92. Ke Fang

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  93. Kareem Ramadan Farrag

    Chiba University

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

  94. Ali R. Fazely

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  95. Anatoli Fedynitch

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  96. Nora Feigl

    Humboldt-Universität zu Berlin

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

  97. Sebastian Fiedlschuster

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  98. Chad Finley

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

  99. Leander Fischer

    Lawrence Berkeley National Laboratory · Southern University and Agricultural and Mechanical College

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

    Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA

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