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Measurement of charged-particle distributions sensitive to the underlying event in \( \sqrt{s}=13 \) TeV proton-proton collisions with the ATLAS detector at the LHC

  • Regular Article - Experimental Physics
  • Open access
  • Published: 29 March 2017
  • Volume 2017, article number 157, (2017)
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Journal of High Energy Physics Aims and scope Submit manuscript
Measurement of charged-particle distributions sensitive to the underlying event in \( \sqrt{s}=13 \) TeV proton-proton collisions with the ATLAS detector at the LHC
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A preprint version of the article is available at arXiv.

Abstract

We present charged-particle distributions sensitive to the underlying event, measured by the ATLAS detector in proton-proton collisions at a centre-of-mass energy of 13 TeV, in low-luminosity Large Hadron Collider fills corresponding to an integrated luminosity of 1.6 nb−1. The distributions were constructed using charged particles with absolute pseudorapidity less than 2.5 and with transverse momentum greater than 500 MeV, in events with at least one such charged particle with transverse momentum above 1 GeV. These distributions characterise the angular distribution of energy and particle flows with respect to the charged particle with highest transverse momentum, as a function of both that momentum and of charged-particle multiplicity. The results have been corrected for detector effects and are compared to the predictions of various Monte Carlo event generators, experimentally establishing the level of underlying-event activity at LHC Run 2 energies and providing inputs for the development of event generator modelling. The current models in use for UE modelling typically describe this data to 5% accuracy, compared with data uncertainties of less than 1%.

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Authors and Affiliations

  1. Department of Physics, University of Adelaide, Adelaide, Australia

    P. Jackson, L. Lee, A. Petridis & M. J. White

  2. Physics Department, SUNY Albany, Albany, NY, United States of America

    J. Bouffard, A. Fischer, S. Guindon, V. Jain & S. P. Swift

  3. Department of Physics, University of Alberta, Edmonton, AB, Canada

    J. Dassoulas, N. Dehghanian, D. M. Gingrich, S. Jabbar, R. W. Moore, J. L. Pinfold, X. Sun & H. Wang

  4. Department of Physics, Ankara University, Ankara, Turkey

    O. Cakir, A. K. Ciftci & H. Duran Yildiz

  5. Istanbul Aydin University, Istanbul, Turkey

    S. Kuday & I. Turk Cakir

  6. Division of Physics, TOBB University of Economics and Technology, Ankara, Turkey

    S. Sultansoy

  7. LAPP, CNRS/IN2P3 and Université Savoie Mont Blanc, Annecy-le-Vieux, France

    N. Berger, A. M. Burger, M. Delmastro, L. Di Ciaccio, S. Elles, K. Grevtsov, T. Guillemin, T. Hryn’ova, S. Jézéquel, I. Koletsou, R. Lafaye, J. Levêque, P. Mastrandrea, E. Sauvan, B. H. Smart, S. Todorova-Nova, A. Vallier, I. Wingerter-Seez & E. Yatsenko

  8. High Energy Physics Division, Argonne National Laboratory, Argonne, IL, United States of America

    R. E. Blair, S. Chekanov, T. LeCompte, J. Love, D. Malon, J. Metcalfe, A. Paramonov, L. E. Price, J. Proudfoot, S. Ryu, R. W. Stanek, P. van Gemmeren, R. Wang, J. S. Webster & J. Zhang

  9. Department of Physics, University of Arizona, Tucson, AZ, United States of America

    E. Cheu, K. A. Johns, S. Jones, W. Lampl, X. Lei, R. Leone, P. Loch, R. Nayyar, J. P. Rutherfoord, M. A. Shupe, E. W. Varnes & V. Veeraraghavan

  10. Department of Physics, The University of Texas at Arlington, Arlington, TX, United States of America

    J. Abdallah, A. Brandt, D. Bullock, S. Darmora, K. De, A. Farbin, L. Feremenga, J. Griffiths, H. K. Hadavand, L. Heelan, H. Y. Kim, N. Ozturk, J. Schovancova, A. R. Stradling, G. Usai, A. Vartapetian, A. White & J. Yu

  11. Physics Department, National and Kapodistrian University of Athens, Athens, Greece

    S. Angelidakis, S. Chouridou, D. Fassouliotis, N. Giokaris, I. Gkialas, P. Ioannou, C. Kourkoumelis, K. Papageorgiou & N. Tsirintanis

  12. Physics Department, National Technical University of Athens, Zografou, Greece

    T. Alexopoulos, N. Benekos, M. Dris, E. N. Gazis, K. Karakostas, N. Karastathis, E. Karentzos, A. Koulouris, S. Maltezos, P. Moschovakos, E. St. Panagiotopoulou, I. Panagoulias, Th. D. Papadopoulou, G. Tsipolitis, S. Vlachos & G. Zacharis

  13. Department of Physics, The University of Texas at Austin, Austin, TX, United States of America

    T. Andeen, Y. Ilchenko, R. Narayan, P. U. E. Onyisi & A. F. Webb

  14. Institute of Physics, Azerbaijan Academy of Sciences, Baku, Azerbaijan

    O. Abdinov, F. Ahmadov, N. Huseynov, N. Javadov & F. Khalil-zada

  15. Institut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology, Barcelona, Spain

    N. Anjos, M. Bosman, M. P. Casado, M. Casolino, E. Cavallaro, M. Cavalli-Sforza, S. Fernandez Perez, C. Fischer, S. Fracchia, D. Gerbaudo, J. Glatzer, S. Grinstein, A. Juste Rozas, I. Korolkov, J. C. Lange, I. Lopez Paz, M. Martinez, L. M. Mir, A. Pacheco Pages, C. Padilla Aranda, I. Riu, C. Rizzi, Y. Rodina, A. Rodriguez Perez, V. Sorin, S. Terzo, M. F. Tripiana, S. Tsiskaridze, L. Valery & R. Zaidan

  16. Institute of Physics, University of Belgrade, Belgrade, Serbia

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  17. Department for Physics and Technology, University of Bergen, Bergen, Norway

    T. Buanes, O. Dale, G. Eigen, W. Liebig, A. Lipniacka, S. Maeland, B. Martin dit Latour, L. Smestad, B. Stugu, Z. Yang & J. Zalieckas

  18. Physics Division, Lawrence Berkeley National Laboratory and University of California, Berkeley, CA, United States of America

    B. T. Amadio, B. Axen, R. M. Barnett, J. Beringer, J. Brosamer, P. Calafiura, F. Cerutti, A. Ciocio, R. N. Clarke, M. Cooke, E. M. Duffield, K. Einsweiler, S. Farrell, A. Gabrielli, M. Garcia-Sciveres, M. Gilchriese, C. Haber, T. Heim, I. Hinchliffe, T. R. Holmes, L. Jeanty, W. Lavrijsen, C. Leggett, Z. Marshall, B. P. Nachman, C. C. Ohm, S. Pagan Griso, K. Potamianos, A. Pranko, M. Shapiro, M. J. Tibbetts, M. Trottier-McDonald, V. Tsulaia, S. Viel, H. Wang, H. Yang, W-M. Yao & D. R. Yu

  19. Department of Physics, Humboldt University, Berlin, Germany

    D. Biedermann, J. Dietrich, S. Grancagnolo, G. H. Herbert, I. Hristova, O. M. Kind, H. Lacker, T. Lohse, S. Mergelmeyer, L. Rehnisch, H. Schulz, D. Sperlich, S. Stamm & M. zur Nedden

  20. Albert Einstein Center for Fundamental Physics and Laboratory for High Energy Physics, University of Bern, Bern, Switzerland

    H. P. Beck, A. Cervelli, A. Ereditato, S. Haug, F. Meloni, A. Miucci, G. A. Mullier, M. Rimoldi, M. E. Stramaglia & M. S. Weber

  21. School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom

    P. P. Allport, N. Andari, M. J. Baca, J. Bracinik, D. L. Briglin, J. H Broughton, D. Casadei, D. G. Charlton, A. C. Daniells, A. G. Foster, L. Gonella, C. M. Hawkes, S. J. Head, S. J. Hillier, M. Levy, R. D. Mudd, P. R. Newman, K. Nikolopoulos, R. E. Owen, E. Reynolds, M. Slater, J. P. Thomas, P. D. Thompson, P. M. Watkins, A. T. Watson, M. F. Watson & J. A. Wilson

  22. Department of Physics, Bogazici University, Istanbul, Turkey

    M. Arik, E. Celebi, S. Istin & V. E. Ozcan

  23. Department of Physics Engineering, Gaziantep University, Gaziantep, Turkey

    A. Beddall & A. Bingul

  24. Istanbul Bilgi University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey

    S. A. Cetin

  25. Bahcesehir University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey, Turkey

    A. J. Beddall

  26. Centro de Investigaciones, Universidad Antonio Narino, Bogota, Colombia

    M. Losada, D. Moreno, G. Navarro & C. Sandoval

  27. INFN Sezione di Bologna, Bologna, Italy

    G. L. Alberghi, L. Bellagamba, S. Biondi, D. Boscherini, A. Bruni, G. Bruni, M. Bruschi, C. Ciocca, G. D’amen, S. De Castro, F. Fabbri, L. Fabbri, M. Franchini, A. Gabrielli, B. Giacobbe, F. M. Giorgi, F. Lasagni Manghi, A. Mengarelli, M. Negrini, A. Polini, L. Rinaldi, M. Romano, C. Sbarra, A. Sbrizzi, N. Semprini-Cesari, A. Sidoti, M. Sioli, R. Spighi, S. A. Tupputi, G. Ucchielli, S. Valentinetti, M. Villa, C. Vittori & A. Zoccoli

  28. Dipartimento di Fisica e Astronomia, Università di Bologna, Bologna, Italy

    G. L. Alberghi, S. Biondi, C. Ciocca, G. D’amen, S. De Castro, F. Fabbri, L. Fabbri, M. Franchini, A. Gabrielli, F. Lasagni Manghi, A. Mengarelli, M. Romano, A. Sbrizzi, N. Semprini-Cesari, A. Sidoti, M. Sioli, S. A. Tupputi, G. Ucchielli, S. Valentinetti, M. Villa, C. Vittori & A. Zoccoli

  29. Physikalisches Institut, University of Bonn, Bonn, Germany

    O. Arslan, P. Bechtle, F. U. Bernlochner, I. Brock, N. Bruscino, J. Caudron, I. A. Cioara, M. Cristinziani, W. Davey, K. Desch, J. Dingfelder, G. Gaycken, M. Ghneimat, C. Grefe, S. Hageböck, M. C. Hansen, D. Hohn, F. Huegging, J. Janssen, V. V. Kostyukhin, J. Kroseberg, H. Krüger, K. Lantzsch, T. Lenz, J. Liebal, R. Moles-Valls, T. Obermann, D. Pohl, O. Ricken, B. Sarrazin, S. Schaepe, E. Schopf, M. J. Schultens, T. Schwindt, P. Seema, J. A. Stillings, E. von Toerne, P. Wagner, N. Wermes, L. A. M. Wiik-Fuchs, B. T. Winter, K. H. Yau Wong, S. P. Y. Yuen & R. Zhang

  30. Department of Physics, Boston University, Boston, MA, United States of America

    S. P. Ahlen, K. M. Black, J. M. Butler, L. Dell’Asta, M. Kruskal, B. A. Long, J. T. Shank, Z. Yan & S. Youssef

  31. Department of Physics, Brandeis University, Waltham, MA, United States of America

    C. Amelung, G. Amundsen, G. Barone, J. R. Bensinger, C. Blocker, S. Dhaliwal, M. Goblirsch-Kolb, H. Herde, K. M. Loew, G. Sciolla & A. Venturini

  32. Universidade Federal do Rio De Janeiro COPPE/EE/IF, Rio de Janeiro, Brazil

    Y. Amaral Coutinho, V. Araujo Ferraz, M. Begalli, L. P. Caloba, R. Goncalves Gama, C. Maidantchik, F. Marroquim, A. A. Nepomuceno & J. M. Seixas

  33. Electrical Circuits Department, Federal University of Juiz de Fora (UFJF), Juiz de Fora, Brazil

    A. S. Cerqueira, L. Manhaes de Andrade Filho & B. S. Peralva

  34. Federal University of Sao Joao del Rei (UFSJ), Sao Joao del Rei, Brazil

    M. A. B. do Vale

  35. Instituto de Fisica, Universidade de Sao Paulo, Sao Paulo, Brazil

    M. Donadelli, J. L. La Rosa Navarro & M. A. L. Leite

  36. Physics Department, Brookhaven National Laboratory, Upton, NY, United States of America

    D. L. Adams, K. Assamagan, M. Begel, W. Buttinger, H. Chen, V. Chernyatin, R. Debbe, J. Elmsheuser, M. Ernst, H. A. Gordon, G. Iakovidis, A. Klimentov, V. Kouskoura, A. Kravchenko, E. Lançon, F. Lanni, C. A. Lee, H. Liu, D. Lynn, H. Ma, T. Maeno, A. Milic, E. Mountricha, P. Nevski, P. Nilsson, M. A. Nomura, D. Oliveira Damazio, F. Paige, S. Panitkin, D. V. Perepelitsa, M.-A. Pleier, V. Polychronakos, S. Protopopescu, V. Radeka, S. Rajagopalan, G. Redlinger, S. Snyder, P. Steinberg, S. A. Stucci, H. Takai, A. Tricoli, A. Undrus, T. Wenaus, L. Xu & S. Ye

  37. Transilvania University of Brasov, Brasov, Romania

    T. T. Tulbure

  38. Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania

    C. Agheorghiesei, C. Alexa, I. Caprini, M. Caprini, A. Chitan, M. Ciubancan, S. Constantinescu, P. Dita, S. Dita, M. Dobre, O. A. Ducu, A. E. Dumitriu, A. Jinaru, V. S. Martoiu, J. Maurer, A. Olariu, D. Pantea, M. Rotaru, G. Stoicea, A. Tudorache & V. Tudorache

  39. National Institute for Research and Development of Isotopic and Molecular Technologies, Physics Department, Cluj Napoca, Romania

    G. A. Popeneciu

  40. West University in Timisoara, Timisoara, Romania

    P. M. Gravila

  41. Departamento de Física, Universidad de Buenos Aires, Buenos Aires, Argentina

    J. D. Bossio Sola, G. Marceca, G. Otero y Garzon, R. Piegaia & S. Sacerdoti

  42. Cavendish Laboratory, University of Cambridge, Cambridge, United Kingdom

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  43. Department of Physics, Carleton University, Ottawa, ON, Canada

    A. Bellerive, G. Cree, D. Di Valentino, D. Gillberg, T. Koffas, I. Nomidis, F. G. Oakham, A. Ruiz-Martinez, M. G. Vincter & S. A. Weber

  44. CERN, Geneva, Switzerland

    M. Aleksa, B. Alvarez Gonzalez, S. Amoroso, F. Anghinolfi, L. Aperio Bella, O. Arnaez, G. Avolio, M. Backhaus, L. Barak, M-S Barisits, T. A. Beermann, O. Beltramello, M. Bianco, J. Bortfeldt, J. Boyd, H. Burckhart, S. Camarda, S. Campana, M. D. M. Capeans Garrido, T. Carli, G. D. Carrillo-Montoya, A. Catinaccio, A. Cattai, M. A. Chelstowska, A. S. Chisholm, D. Chromek-Burckhart, G. Conti, A. Cortes-Gonzalez, P. Czodrowski, A. Dell’Acqua, P. O. Deviveiros, A. Di Girolamo, B. Di Girolamo, R. Di Nardo, F. Dittus, D. Dobos, A. Dudarev, M. Dührssen, T. Eifert, N. Ellis, M. Elsing, J. Faltova, P. Farthouat, P. Fassnacht, E. J. Feng, D. Francis, S. M. Fressard-Batraneanu, D. Froidevaux, S. Gadatsch, L. Goossens, B. Gorini, H. M. Gray, C. Gumpert, R. J. Hawkings, L. Helary, C. Helsens, A. M. Henriques Correia, L. Hervas, A. Hoecker, M. Huhtinen, P. Iengo, S. Jakobsen, P. Jenni, T. Klioutchnikova, A. Krasznahorkay, M. Lassnig, G. Lehmann Miotto, B. Lenzi, S. Malyukov, A. Manousos, L. Mapelli, J. Montejo Berlingen, S. Morgenstern, G. Mornacchi, A. M. Nairz, M. Nessi, M. Nordberg, S. Palestini, P. Pani, T. Pauly, H. Pernegger, B. A. Petersen, R. Polifka, K. Pommès, A. Poppleton, G. Poulard, J. Poveda, M. E. Pozo Astigarraga, M. Raymond, C. Rembser, E. Ritsch, S. Roe, N. Ruthmann, A. Salzburger, D. Schaefer, S. Schlenker, K. Schmieden, F. Sforza, C. A. Solans Sanchez, G. Spigo, S. Stärz, H. J. Stelzer, H. Ten Kate, G. Unal, W. Vandelli, R. Voss, R. Vuillermet, P. S. Wells, T. Wengler, S. Wenig, P. Werner, H. G. Wilkens, J. Wotschack, C. J. S. Young & L. Zwalinski

  45. Enrico Fermi Institute, University of Chicago, Chicago, IL, United States of America

    J. Alison, K. J. Anderson, P. Bryant, R. Camacho Toro, Y. Cheng, G. Facini, R. W. Gardner, Y. K. Kim, K. Krizka, F. S. Merritt, D. W. Miller, M. J. Oreglia, J. E. Pilcher, J. Saxon, M. J. Shochet, G. H. Stark, M. Swiatlowski, I. Vukotic, M. Wu & R. Zou

  46. Departamento de Física, Pontificia Universidad Católica de Chile, Santiago, Chile

    S. Blunier, M. A. Diaz, J. P. Ochoa-Ricoux & N. Viaux Maira

  47. Departamento de Física, Universidad Técnica Federico Santa María, Valparaíso, Chile

    W. K. Brooks, E. Carquin, S. Kuleshov, J. A. Lopez, R. Pezoa, F. Prokoshin, J. E. Salazar Loyola, S. Tapia Araya, G. A. Vasquez & R. White

  48. Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China

    J. Barreiro Guimarães da Costa, H. J. Cheng, Y. Fang, S. Han, Y. Huang, S. Jin, M. G. Kurth, Q. Li, Z. Liang, J. Llorente Merino, X. Lou, J. D. Mansour, Q. Ouyang, C. Peng, H. Ren, L. Y. Shan, D. Xu, Y. Zhang, M. Zhou, H. Zhu & X. Zhuang

  49. Department of Physics, Nanjing University, Jiangsu, China

    S. Chen, C. Wang, W. Wang & H. Zhang

  50. Physics Department, Tsinghua University, Beijing, 100084, China

    A. Buzatu, X. Chen, N. Nishu, L. Xia & N. Zhou

  51. Department of Modern Physics, University of Science and Technology of China, Anhui, China

    Z. Barnovska-Blenessy, J. Gao, C. Geng, Y. Guo, L. Han, Q. Hu, Y. Jiang, B. Li, C. Li, J. B. Liu, M. Liu, Y. L. Liu, Y. Liu, H. Peng, H. Y. Song, W. Wang, G. Zhang, L. Zhang, R. Zhang, Z. Zhao & Y. Zhu

  52. School of Physics, Shandong University, Shandong, China

    Y. Du, C. Feng, B. Liu, J. Liu, L. L. Ma, Y. Ma, C. Wang, X. Zhang, Y. Zhao & C. G. Zhu

  53. Department of Physics and Astronomy, Key Laboratory for Particle Physics, Astrophysics and Cosmology, Ministry of Education; Shanghai Key Laboratory for Particle Physics and Cosmology (SKLPPC), Shanghai Jiao Tong University, Shanghai, China

    S. L. Barnes, M. Cano Bret, J. Guo, S. Hu, N. Kondrashova, L. Li, X. Li & H. Yang

  54. Laboratoire de Physique Corpusculaire, Université Clermont Auvergne, Université Blaise Pascal, CNRS/IN2P3, Clermont-Ferrand, France

    D. Boumediene, E. Busato, D. Calvet, S. Calvet, A. R. Chomont, J. Donini, S. Ganguly, Ph. Gris, R. Madar, M. Marjanovic, D. Pallin, S. M. Romano Saez, C. Santoni & F. Vazeille

  55. Nevis Laboratory, Columbia University, Irvington, NY, United States of America

    S. P. Alkire, A. Angerami, G. Brooijmans, R. M. Carbone, M. R. Clark, B. Cole, L. B. Havener, E. W. Hughes, K. Iordanidou, M. H. Klein, S. Mohapatra, I. Ochoa, J. A. Parsons, M. N. K. Smith, R. W. Smith, P. M. Tuts & T. Wang

  56. Niels Bohr Institute, University of Copenhagen, Kobenhavn, Denmark

    A. Alonso, M. Bajic, G. J. Besjes, M. Dam, G. Galster, J. B. Hansen, J. D. Hansen, P. H. Hansen, J. Monk, L. E. Pedersen, T. C. Petersen, S. H Stark, C. Wiglesworth & S. Xella

  57. INFN Gruppo Collegato di Cosenza, Laboratori Nazionali di Frascati, Rende, Italy

    V. M. Cairo, G. Callea, M. Capua, G. Crosetti, M. Del Gaudio, L. La Rotonda, A. Mastroberardino, S. Palazzo, A. Policicchio, D. Salvatore, V. Scarfone, M. Schioppa & E. Tassi

  58. Dipartimento di Fisica, Università della Calabria, Rende, Italy

    V. M. Cairo, G. Callea, M. Capua, G. Crosetti, M. Del Gaudio, L. La Rotonda, A. Mastroberardino, S. Palazzo, A. Policicchio, D. Salvatore, V. Scarfone, M. Schioppa & E. Tassi

  59. AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Krakow, Poland

    L. Adamczyk, T. Bold, W. Dabrowski, G. P. Gach, I. Grabowska-Bold, M. P. Guzik, P. A. Janus, D. Kisielewska, S. Koperny, T. Z. Kowalski, J. A. Kremer, B. Mindur, M. Przybycien & A. Zemla

  60. Marian Smoluchowski Institute of Physics, Jagiellonian University, Krakow, Poland

    M. Palka & E. Richter-Was

  61. Institute of Nuclear Physics Polish Academy of Sciences, Krakow, Poland

    E. Banas, P. A. Bruckman de Renstrom, K. Burka, J. J. Chwastowski, D. Derendarz, J. Godlewski, A. Kaczmarska, J. Knapik, K. Korcyl, A. B. Kowalewska, Pa. Malecki, A. Olszewski, J. Olszowska, E. Stanecka, R. Staszewski, M. Trzebinski, A. Trzupek, M. W. Wolter, B. K. Wosiek, K. W. Wozniak & B. Zabinski

  62. Physics Department, Southern Methodist University, Dallas, TX, United States of America

    R. Gupta, J. W. Hetherly, S. Kama, R. Kehoe, S. J. Sekula, R. Stroynowski, T. Varol, J. Ye, X. Zhao & L. Zhou

  63. Physics Department, University of Texas at Dallas, Richardson, TX, United States of America

    J. M. Izen, M. Leyton, B. Meirose & K. Reeves

  64. DESY, Hamburg and Zeuthen, Germany

    N. Asbah, J. K. Behr, C. Bertsche, M. Bessner, I. Bloch, K. Brendlinger, D. Britzger, T. Daubney, C. David, C. Deterre, S. Díez Cornell, B. Dutta, M. Dyndal, C. Eckardt, J. Ferrando, M. Filipuzzi, N. Flaschel, A. Gascon Bravo, K. Gasnikova, P. C. F. Glaysher, A. Glazov, I. M. Gregor, M. Haleem, P. G. Hamnett, S. Heim, B. Heinemann, K. H. Hiller, J. Howarth, J. Katzy, J. S. Keller, T. Kuhl, J. Lacey, W. A. Leight, E. M. Lobodzinska, K. Lohwasser, A. Madsen, K. Mönig, R. F. Naranjo Garcia, T. Naumann, A. A. O’Rourke, K. A. Parker, R. Peschke, K. Peters, H. Pirumov, A. Poley, M. Queitsch-Maitland, D. M. Rauch, J. E. M. Robinson, M. Saimpert, C. O. Sander, R. Schaefer, S. Schmitt, D. South, M. M. Stanitzki, N. A. Styles, K. Tackmann, A. Trofymov, A. Vishwakarma, J. Wang & N. Zakharchuk

  65. Lehrstuhl für Experimentelle Physik IV, Technische Universität Dortmund, Dortmund, Germany

    I. Burmeister, D. Cinca, K. Dette, J. Erdmann, H. Esch, C. Gössling, M. Homann, R. Klingenberg & K. Kroeninger

  66. Institut für Kern- und Teilchenphysik, Technische Universität Dresden, Dresden, Germany

    C. Bittrich, D. Duschinger, L. Hauswald, D. Kirchmeier, M. Kobel, W. F. Mader, O. Novgorodova, F. Siegert, F. Socher, A. Straessner & S. Wahrmund

  67. Department of Physics, Duke University, Durham, NC, United States of America

    A. T. H. Arce, D. P. Benjamin, D. M. Bjergaard, A. Bocci, A. T. Goshaw, E. Kajomovitz, A. Kotwal, M. C. Kruse, L. Li, S. Li & S. H. Oh

  68. SUPA - School of Physics and Astronomy, University of Edinburgh, Edinburgh, United Kingdom

    T. M. Bristow, P. J. Clark, F. A. Dias, F. M. Garay Walls, R. D. Harrington, A. Hasib, X. Hoad, C. Leonidopoulos, V. J. Martin, L. Mijović, C. Mills, S. A. Olivares Pino, A. Washbrook & B. M. Wynne

  69. INFN Laboratori Nazionali di Frascati, Frascati, Italy

    M. Antonelli, M. Beretta, H. Bilokon, V. Chiarella, M. Curatolo, B. Esposito, C. Gatti, P. Laurelli, G. Maccarrone, G. Mancini, A. Sansoni, M. Testa & E. Vilucchi

  70. Fakultät für Mathematik und Physik, Albert-Ludwigs-Universität, Freiburg, Germany

    H. Arnold, C. Betancourt, M. Boehler, F. Buehrer, C. D. Burgard, D. Büscher, F. Cardillo, E. Coniavitis, V. Consorti, N. P. Dang, A. Di Simone, G. Gonella, B. Heinemann, G. Herten, M. Hirose, K. Jakobs, T. Javůrek, M. Javurkova, P. Jenni, T. Klapdor-kleingrothaus, K. Köneke, A. K. Kopp, S. Kuehn, U. Landgraf, C. Luedtke, T. J. Megy, P. Mogg, M. Nagel, U. Parzefall, M. Ronzani, K. Rosbach, F. Rühr, Z. Rurikova, D. Sammel, C. Schillo, U. Schnoor, M. Schumacher, P. Sommer, D. Ta, K. K. Temming, P. Tornambe, V. Tsiskaridze, C. Weiser, L. Zhang & S. Zimmermann

  71. Departement de Physique Nucleaire et Corpusculaire, Université de Genève, Geneva, Switzerland

    L. S. Ancu, M. Benoit, J. Bilbao De Mendizabal, N. Calace, A. Chatterjee, A. Clark, A. Coccaro, C. M. Delitzsch, D. della Volpe, D. Ferrere, T. Golling, S. Gonzalez-Sevilla, J. Gramling, G. Iacobucci, A. Katre, T. J. Khoo, M. C. Lanfermann, A. E. Lionti, L. March, P. Mermod, O. Nackenhorst, M. Nessi, L. Paolozzi, B. Ristić, S. Schramm, A. Sfyrla & X. Wu

  72. INFN Sezione di Genova, Genova, Italy

    D. Barberis, G. Darbo, A. Favareto, G. Gagliardi, A. Gaudiello, C. Gemme, E. Guido, A. Lapertosa, S. Miglioranzi, P. Morettini, H. Oide, B. Osculati, F. Parodi, S. Passaggio, L. P. Rossi, M. Sannino, C. Schiavi & C. Varni

  73. Dipartimento di Fisica, Università di Genova, Genova, Italy

    D. Barberis, A. Favareto, G. Gagliardi, A. Gaudiello, E. Guido, A. Lapertosa, S. Miglioranzi, H. Oide, B. Osculati, F. Parodi, M. Sannino, C. Schiavi & C. Varni

  74. E. Andronikashvili Institute of Physics, Iv. Javakhishvili Tbilisi State University, Tbilisi, Georgia

    J. Jejelava & E. G. Tskhadadze

  75. High Energy Physics Institute, Tbilisi State University, Tbilisi, Georgia

    T. Djobava, A. Durglishvili, J. Khubua & M. Mosidze

  76. II Physikalisches Institut, Justus-Liebig-Universität Giessen, Giessen, Germany

    M. Düren, C. Heinz, K. Kreutzfeldt & H. Stenzel

  77. SUPA - School of Physics and Astronomy, University of Glasgow, Glasgow, United Kingdom

    A. A. Alshehri, R. L. Bates, A. Blue, S. K. Boutle, W. D. Breaden Madden, D. Britton, A. G. Buckley, P. Bussey, C. M. Buttar, S. J. Crawley, S. D’Auria, A. T. Doyle, A. K. Duncan, U. Gul, P. Mullen, V. O’Shea, M. Owen, C. S. Pollard, G. Qin, D. Quilty, T. Ravenscroft, A. Robson, R. D. St. Denis, G. A. Stewart & A. S. Thompson

  78. II Physikalisches Institut, Georg-August-Universität, Göttingen, Germany

    M. Bindi, T. Bisanz, G. Brandt, A. De Maria, E. Drechsler, L. Graber, J. Grosse-Knetter, M. Janus, M. J. Kareem, G. Kawamura, S. Lai, B. Lemmer, E. Magradze, M. Mantoani, G. Mchedlidze, M. Moreno Llácer, H. Musheghyan, A. Quadt, J. Rieger, N.-A. Rosien, G. F. Rzehorz, E. Shabalina, J. W. Smith, P. Stolte, J. Veatch & J. Weingarten

  79. Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS/IN2P3, Grenoble, France

    S. Berlendis, C. Camincher, J. Collot, S. Crépé-Renaudin, P. A. Delsart, C. Gabaldon, M. H. Genest, P. O. J. Gradin, J-Y. Hostachy, F. Ledroit-Guillon, A. Lleres, A. Lucotte, F. Malek, T. Meideck, E. Petit, J. Stark & B. Trocmé

  80. Laboratory for Particle Physics and Cosmology, Harvard University, Cambridge, MA, United States of America

    S. K. Chan, B. L. Clark, K. F. Di Petrillo, M. Franklin, P. Giromini, J. Huth, V. Ippolito, T. Lazovich, D. Lopez Mateos, M. Morii, C. S. Rogan, J. Roloff, S. Sun, E. Tolley, B. Tong, A. N. Tuna & S. Zambito

  81. Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany

    V. Andrei, C. Antel, A. E. Baas, O. Brandt, J. I. Djuvsland, M. Dunford, M. P. Geisler, P. Hanke, J. Jongmanns, E.-E. Kluge, V. S. Lang, K. Meier, H. Meyer Zu Theenhausen, D. I. Narrias Villar, M. Sahinsoy, V. Scharf, H.-C. Schultz-Coulon, T. M. Spieker, R. Stamen, P. Starovoitov, S. Suchek & M. Wessels

  82. Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany

    C. F. Anders, D. E. Ferreira de Lima, M. Giulini, M. Kolb, M. Lisovyi, S. Schaetzel, A. Schoening & D. Sosa

  83. ZITI Institut für technische Informatik, Ruprecht-Karls-Universität Heidelberg, Mannheim, Germany

    M. Kretz & A. Kugel

  84. Faculty of Applied Information Science, Hiroshima Institute of Technology, Hiroshima, Japan

    Y. Nagasaka

  85. Department of Physics, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China

    V. Bortolotto, Y. L. Chan, M. C. Chu, L. R. Flores Castillo, H. Lu, A. Salvucci, K. W. Tsang & K. M. Tsui

  86. Department of Physics, The University of Hong Kong, Hong Kong, China

    V. Bortolotto, C. Y. Lo, N. Orlando, A. Salvucci & Y. Tu

  87. Department of Physics and Institute for Advanced Study, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China

    V. Bortolotto, T. Y. Ng, K. Prokofiev & A. Salvucci

  88. Department of Physics, National Tsing Hua University, Taiwan, Taiwan

    P. J. Hsu & Y. Lu

  89. Department of Physics, Indiana University, Bloomington, IN, United States of America

    P. Calfayan, K. Choi, H. Evans, P. Gagnon, C. A. Johnson, R. Kopeliansky, S. Lammers, N. Lorenzo Martinez, F. Luehring, H. Ogren, G. Palacino, J. Penwell, B. Weinert & D. Zieminska

  90. Institut für Astro- und Teilchenphysik, Leopold-Franzens-Universität, Innsbruck, Austria

    J. Guenther, R. Jansky, E. Kneringer & W. Lukas

  91. University of Iowa, Iowa City, IA, United States of America

    S. Argyropoulos, J. Benitez & U. Mallik

  92. Department of Physics and Astronomy, Iowa State University, Ames, IA, United States of America

    C. Chen, J. Cochran, F. De Lorenzi, H. Jiang, N. Krumnack, D. Pluth, S. Prell, M. D. Werner & J. Yu

  93. Joint Institute for Nuclear Research, JINR Dubna, Dubna, Russia

    F. Ahmadov, I. N. Aleksandrov, V. A. Bednyakov, I. R. Boyko, I. A. Budagov, G. A. Chelkov, A. Cheplakov, M. V. Chizhov, D. V. Dedovich, M. Demichev, A. Gongadze, M. I. Gostkin, N. Huseynov, N. Javadov, S. N. Karpov, Z. M. Karpova, E. Khramov, U. Kruchonak, V. Kukhtin, E. Ladygin, V. Lyubushkin, I. A. Minashvili, M. Mineev, V. D. Peshekhonov, E. Plotnikova, I. N. Potrap, N. A. Rusakovich, R. Sadykov, A. Sapronov, M. Shiyakova, A. Soloshenko, S. Turchikhin, V. B. Vinogradov, I. Yeletskikh, A. Zhemchugov & N. I. Zimine

  94. KEK, High Energy Accelerator Research Organization, Tsukuba, Japan

    M. Aoki, Y. Arai, K. Hanagaki, S. Higashino, T. Honda, Y. Ikegami, M. Ikeno, H. Iwasaki, J. Kanzaki, T. Kondo, T. Kono, Y. Makida, A. Mizukami, R. Nagai, K. Nagano, K. Nakamura, M. Nozaki, S. Odaka, T. Okuyama, O. Sasaki, S. Suzuki, Y. Takubo, S. Tanaka, S. Terada, K. Tokushuku, S. Tsuno, I. Ueda, Y. Unno, J. Usui, A. Yamamoto & Y. Yasu

  95. Graduate School of Science, Kobe University, Kobe, Japan

    Y. Chen, M. Hasegawa, S. Kido, H. Kurashige, J. Maeda, A. Ochi, S. Shimizu, R. Tanioka, Y. Yamazaki & L. Yuan

  96. Faculty of Science, Kyoto University, Kyoto, Japan

    S. Akatsuka, T. Kunigo, R. Monden, Y. Noguchi, T. Sumida & T. Tashiro

  97. Kyoto University of Education, Kyoto, Japan

    R. Takashima

  98. Department of Physics, Kyushu University, Fukuoka, Japan

    K. Kawagoe, S. Oda, H. Otono, S. Shirabe & J. Tojo

  99. Instituto de Física La Plata, Universidad Nacional de La Plata and CONICET, La Plata, Argentina

    M. J. Alconada Verzini, F. Alonso, F. A. Arduh, M. T. Dova, J. Hoya, F. Monticelli & H. Wahlberg

  100. Physics Department, Lancaster University, Lancaster, United Kingdom

    A. E. Barton, M. D. Beattie, I. A. Bertram, G. Borissov, E. V. Bouhova-Thacker, W. J. Dearnaley, H. Fox, K. Grimm, R. C. W. Henderson, G. Hughes, R. W. L. Jones, V. Kartvelishvili, R. E. Long, P. A. Love, D. Muenstermann, A. J. Parker, M. B. Skinner, M. Smizanska, J. Walder & A. M. Wharton

  101. INFN Sezione di Lecce, Lecce, Italy

    M. Aliev, K. Bachas, G. Chiodini, E. Gorini, L. Longo, M. Primavera, M. Reale, S. Spagnolo & A. Ventura

  102. Dipartimento di Matematica e Fisica, Università del Salento, Lecce, Italy

    M. Aliev, K. Bachas, E. Gorini, L. Longo, M. Reale, S. Spagnolo & A. Ventura

  103. Oliver Lodge Laboratory, University of Liverpool, Liverpool, United Kingdom

    J. K. Anders, S. Burdin, M. D’Onofrio, P. Dervan, Y. Gao, C. B. Gwilliam, H. S. Hayward, T. J. Jones, B. T. King, M. Klein, U. Klein, J. Kretzschmar, P. Laycock, A. Lehan, S. J. Maxfield, A. Mehta, L. Meng, N. P. Readioff, N. Rompotis & J. H. Vossebeld

  104. Department of Experimental Particle Physics, Jožef Stefan Institute and Department of Physics, University of Ljubljana, Ljubljana, Slovenia

    V. Cindro, A. Filipčič, A. Gorišek, B. Hiti, L. Kanjir, B. P. Kerševan, G. Kramberger, B. Maček, I. Mandić, M. Mikuž, M. Muškinja, T. Sfiligoj & G. Sokhrannyi

  105. School of Physics and Astronomy, Queen Mary University of London, London, United Kingdom

    L. J. Armitage, A. J. Bevan, U. Blumenschein, M. Bona, J. M. Hays, M. P. J. Landon, D. Lewis, S. L. Lloyd, J. D. Morris, T. Nooney, E. Piccaro, E. Rizvi & R. L. Sandbach

  106. Department of Physics, Royal Holloway University of London, Surrey, United Kingdom

    R. E. Ardell, T. Berry, V. Boisvert, T. Brooks, G. Cowan, M. Faucci Giannelli, S. Gadomski, S. George, S. M. Gibson, J. J. Kempster, C. R. Kilby, J. G. Panduro Vazquez, Fr. Pastore, G. Savage, B. C. Sowden, F. Spanò, P. Teixeira-Dias & J. Thomas-Wilsker

  107. Department of Physics and Astronomy, University College London, London, United Kingdom

    A. S. Bell, J. M. Butterworth, M. Campanelli, V. Christodoulou, B. D. Cooper, P. Davison, R. J. Falla, D. Freeborn, K. Gregersen, Z. J. Grout, N. G. Gutierrez Ortiz, C. Gutschow, G. G. Hesketh, S. Jiggins, N. Konstantinidis, A. Korn, H. Kucuk, K. J. C. Leney, A. C. Martyniuk, L. I. McClymont, J. A. Mcfayden, E. Nurse, S. Richter, T. Scanlon, P. Sherwood, B. Simmons, D. R. Wardrope & B. M. Waugh

  108. Louisiana Tech University, Ruston, LA, United States of America

    Z. D. Greenwood, G. C. Grossi, D. K. Jana, L. Sawyer & M. Wobisch

  109. Laboratoire de Physique Nucléaire et de Hautes Energies, UPMC and Université Paris-Diderot and CNRS/IN2P3, Paris, France

    T. Beau, G. Bernardi, M. Bomben, G. Calderini, F. Crescioli, S. De Cecco, A. Demilly, F. Derue, P. Francavilla, M. W. Krasny, D. Lacour, B. Laforge, S. Laplace, O. Le Dortz, G. Lefebvre, A. Lopez Solis, P. M. Luzi, B. Malaescu, G. Marchiori, I. Nikolic-Audit, J. Ocariz, C. E. Pandini, M. Ridel, L. Roos, S. Trincaz-Duvoid, D. Varouchas & Y. C. Yap

  110. Fysiska institutionen, Lunds universitet, Lund, Sweden

    T. P. A. Åkesson, S. S. Bocchetta, L. Bryngemark, C. Doglioni, V. Hedberg, G. Jarlskog, C. W. Kalderon, E. Lytken, J. U. Mjörnmark, O. Smirnova & O. Viazlo

  111. Departamento de Fisica Teorica C-15, Universidad Autonoma de Madrid, Madrid, Spain

    F. Barreiro, S. Calvente Lopez, A. Cueto, J. Del Peso, C. Glasman & J. Terron

  112. Institut für Physik, Universität Mainz, Mainz, Germany

    S. Artz, M. Becker, C. Bertella, W. Blum, V. Büscher, J. Cúth, A. Chr. Dudder, O. C. Endner, E. Ertel, F. Fiedler, E. Fullana Torregrosa, M. Geisen, S. Groh, T. Heck, K. B. Jakobi, A. Kaluza, K. Kleinknecht, T. H. Lin, L. Masetti, V. Pleskot, S. Rave, A. Reiss, J. Schaeffer, U. Schäfer, C. Schmitt, S. Schmitz, M. Schott, N. Schuh, A. Schulte, E. Simioni, M. Simon, S. Tapprogge, P. Urrejola, S. Webb, E. Yildirim, C. Zimmermann & M. Zinser

  113. School of Physics and Astronomy, University of Manchester, Manchester, United Kingdom

    A. Bethani, R. Bielski, I. A. Connelly, B. E. Cox, C. Da Via, N. S. Dann, G. T. Forcolin, A. Forti, J. M. Iturbe Ponce, F. K. Loebinger, S. P. Marsden, J. Masik, S. B. Menary, F. J. Munoz Sanchez, A. Oh, R. Ospanov, J. R. Pater, R. F. Y. Peters, A. D. Pilkington, A. W. J. Pin, D. Price, Y. Qin, J. A. Raine, R. T. Roberts, H. Schweiger, S. M. Shaw, L. Tomlinson, S. Watts, F. Wilk, M. J. Woudstra & T. R. Wyatt

  114. CPPM, Aix-Marseille Université and CNRS/IN2P3, Marseille, France

    G. Aad, M. Alstaty, M. Barbero, A. Calandri, T. P. Calvet, Y. Coadou, K. De Vasconcelos Corga, C. Diaconu, F. Djama, V. Ellajosyula, L. Feligioni, A. Hadef, G. D. Hallewell, F. Hubaut, S. J. Kahn, E. B. F. G. Knoops, R. Kukla, E. Le Guirriec, K. Liu, D. Madaffari, E. Monnier, S. Muanza, E. Nagy, P. Pralavorio, Y. Rodina, A. Rozanov, M. Talby, T. Theveneaux-Pelzer, R. E. Ticse Torres, S. Tisserant, J. Toth, F. Touchard, L. Vacavant, C. Wang, R. Wolff & R. Zhang

  115. Department of Physics, University of Massachusetts, Amherst, MA, United States of America

    M. Bellomo, N. R. Bernard, B. Brau, C. Dallapiccola, E. J. W. Moyse, P. Pais, N. E. Pettersson, A. Picazio & S. Willocq

  116. Department of Physics, McGill University, Montreal, QC, Canada

    A. J. Chuinard, F. Corriveau, R. A. Keyes, B. Lefebvre, R. Mantifel, S. Prince, S. H. Robertson, A. Robichaud-Veronneau, M. C. Stockton, M. Stoebe, B. Vachon, T. Vazquez Schroeder & A. Warburton

  117. School of Physics, University of Melbourne, Victoria, Australia

    E. L. Barberio, A. J. Brennan, E. Dawe, S. Goldfarb, T. Kubota, B. Le, E. F. McDonald, P. C. McNamara, M. Milesi, F. Nuti, P. Rados, F. Scutti, L. A. Spiller, G. N. Taylor, P. T. E. Taylor, F. C. Ungaro, P. Urquijo, M. Volpi & D. Zanzi

  118. Department of Physics, The University of Michigan, Ann Arbor, MI, United States of America

    D. Amidei, H. C. Cheng, T. Dai, E. B. Diehl, R. C. Edgar, H. Feng, C. Ferretti, P. Fleischmann, C. Geng, L. Guan, W. Guo, D. Levin, B. Li, H. Liu, N. Lu, D. E. Marley, S. P. Mc Kee, A. McCarn, X. T. Meng, H. A. Neal, J. Qian, T. A. Schwarz, J. Searcy, K. Sekhon, I. Siral, Y. Wu, Z. Xi, D. Zhang, B. Zhou & J. Zhu

  119. Department of Physics and Astronomy, Michigan State University, East Lansing, MI, United States of America

    G. Arabidze, R. Brock, A. Chegwidden, H. De la Torre, T. Farooque, W. C. Fisher, G. Halladjian, R. Hauser, D. Hayden, J. Huston, M. C. Mondragon, B. G. Pope, B. D. Schoenrock, R. Schwienhorst & C. Willis

  120. INFN Sezione di Milano, Milano, Italy

    G. Alimonti, A. Andreazza, A. Camplani, L. Carminati, D. Cavalli, M. Citterio, G. Costa, M. Fanti, D. Giugni, T. Lari, M. Lazzaroni, L. Mandelli, S. Manzoni, S. M. Mazza, C. Meroni, S. Monzani, L. Perini, F. Ragusa, M. G. Ratti, S. Resconi, S. Shojaii, A. Stabile, G. F. Tartarelli, C. Troncon, R. Turra & M. Villaplana Perez

  121. Dipartimento di Fisica, Università di Milano, Milano, Italy

    A. Andreazza, A. Camplani, L. Carminati, M. Fanti, M. Lazzaroni, S. Manzoni, S. M. Mazza, S. Monzani, L. Perini, F. Ragusa, M. G. Ratti, R. Turra & M. Villaplana Perez

  122. B.I. Stepanov Institute of Physics, National Academy of Sciences of Belarus, Minsk, Republic of Belarus

    S. Harkusha, Y. Kulchitsky, Y. A. Kurochkin & P. V. Tsiareshka

  123. Research Institute for Nuclear Problems of Byelorussian State University, Minsk, Republic of Belarus

    A. Hrynevich

  124. Group of Particle Physics, University of Montreal, Montreal, QC, Canada

    J-F. Arguin, G. Azuelos, T. R. V. Billoud, F. Dallaire, O. A. Ducu, B. Freund, L. G. Gagnon, C. Leroy, K. Mochizuki, T. Nguyen Manh, R. Rezvani & D. Shoaleh Saadi

  125. P.N. Lebedev Physical Institute of the Russian Academy of Sciences, Moscow, Russia

    A. V. Akimov, I. L. Gavrilenko, A. A. Komar, R. Mashinistov, P. Yu. Nechaeva, A. Shmeleva, A. A. Snesarev, V. V. Sulin, V. O. Tikhomirov & K. Zhukov

  126. Institute for Theoretical and Experimental Physics (ITEP), Moscow, Russia

    A. Artamonov, P. A. Gorbounov, V. Khovanskiy, P. B. Shatalov & I. I. Tsukerman

  127. National Research Nuclear University MEPhI, Moscow, Russia

    A. Antonov, K. Belotskiy, N. L. Belyaev, O. Bulekov, V. A. Kantserov, D. Krasnopevtsev, A. Romaniouk, E. Shulga, S. Yu. Smirnov, Y. Smirnov, E. Yu. Soldatov, V. O. Tikhomirov, S. Timoshenko & K. Vorobev

  128. D.V. Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University, Moscow, Russia

    A. S. Boldyrev, L. K. Gladilin, V. A. Kramarenko, A. Maevskiy, S. Yu. Sivoklokov & L. N. Smirnova

  129. Fakultät für Physik, Ludwig-Maximilians-Universität München, München, Germany

    M. Adersberger, M. Bender, O. Biebel, C. Bock, D. Bogavac, B. K. B. Chow, G. Duckeck, B. M. Flierl, N. M. Hartmann, J. J. Heinrich, R. Hertenberger, F. Hoenig, F. Legger, J. Lorenz, P. J. Lösel, T. Maier, A. Mann, S. Mehlhase, C. Meineck, J. Mitrevski, R. S. P. Mueller, F. Rauscher, A. Ruschke, B. M. Schachtner, D. Schaile, C. Unverdorben, C. Valderanis & R. Walker

  130. Max-Planck-Institut für Physik (Werner-Heisenberg-Institut), München, Germany

    T. Barillari, S. Bethke, G. Cortiana, K. M. Ecker, M. J. Flowerdew, C. Giuliani, A. E. Kiryunin, S. Kluth, A. Knue, N. M. Köhler, O. Kortner, S. Kortner, H. Kroha, A. La Rosa, A. Macchiolo, A. A. Maier, T. G. McCarthy, S. Menke, F. Mueller, R. Nisius, S. Nowak, H. Oberlack, R. Richter, P. Rieck, D. Salihagic, N. Savic, P. Schacht, K. R. Schmidt-Sommerfeld, F. Spettel, S. Stonjek, H. von der Schmitt, A. Wildauer & Z. Zinonos

  131. Nagasaki Institute of Applied Science, Nagasaki, Japan

    T. Fusayasu & M. Shimojima

  132. Graduate School of Science and Kobayashi-Maskawa Institute, Nagoya University, Nagoya, Japan

    Y. Horii, K. Kawade, Y. Nakahama, K. Onogi, M. Tomoto, J. Wakabayashi & K. Yamauchi

  133. INFN Sezione di Napoli, Napoli, Italy

    A. Aloisio, M. G. Alviggi, V. Canale, G. Carlino, F. Cirotto, F. Conventi, R. de Asmundis, M. Della Pietra, C. Di Donato, A. Doria, V. Izzo, L. Merola, S. Perrella, E. Rossi, A. Sanchez Pineda & G. Sekhniaidze

  134. Dipartimento di Fisica, Università di Napoli, Napoli, Italy

    A. Aloisio, M. G. Alviggi, V. Canale, F. Cirotto, C. Di Donato, L. Merola, S. Perrella, E. Rossi & A. Sanchez Pineda

  135. Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, United States of America

    I. Gorelov, M. R. Hoeferkamp, N. C. Mc Fadden, S. C. Seidel, A. C. Taylor & K. Toms

  136. Institute for Mathematics, Astrophysics and Particle Physics, Radboud University Nijmegen/Nikhef, Nijmegen, Netherlands

    S. Caron, L. Colasurdo, V. Croft, N. De Groot, F. Filthaut, C. Galea, O. Igonkina, A. C. König, S. Nektarijevic, J. F. P. Schouwenberg & A. Strubig

  137. Nikhef National Institute for Subatomic Physics and University of Amsterdam, Amsterdam, Netherlands

    I. Angelozzi, M. Bedognetti, S. Bentvelsen, D. Berge, G. J. Bobbink, K. Bos, L. Brenner, L. S. Bruni, P. Butti, R. Castelijn, A. Castelli, W. S. Chan, A. P. Colijn, P. de Jong, I. Deigaard, D. Duda, P. Ferrari, F. Hartjes, N. P. Hessey, O. Igonkina, P. Kluit, E. Koffeman, J. Mahlstedt, J. Meyer, K. P. Oussoren, G. Sabato, D. Salek, M. Slawinska, N. Valencic, W. Van Den Wollenberg, H. van der Graaf, I. van Vulpen, M. C. van Woerden, P. Vankov, W. Verkerke, J. C. Vermeulen, M. Vreeswijk, H. Weits, S. Williams & T. M. H. Wolf

  138. Department of Physics, Northern Illinois University, DeKalb, IL, United States of America

    J. Adelman, E. Brost, B. Burghgrave, D. Chakraborty, P. Klimek & P. Saha

  139. Budker Institute of Nuclear Physics, SB RAS, Novosibirsk, Russia

    A. V. Anisenkov, E. M. Baldin, V. S. Bobrovnikov, A. G. Bogdanchikov, A. R. Buzykaev, V. F. Kazanin, A. G. Kharlamov, T. Kharlamova, A. A. Korol, A. L. Maslennikov, D. A. Maximov, S. V. Peleganchuk, P. Podberezko, O. L. Rezanova, A. M. Soukharev, A. A. Talyshev & Yu. A. Tikhonov

  140. Department of Physics, New York University, New York, NY, United States of America

    C. Becot, C. Bernius, K. Cranmer, A. Haas, L. Heinrich, B. Kaplan, K. Karthik, R. Konoplich, A. I. Mincer, P. Nemethy, R. M. Neves & C. J. Treado

  141. Ohio State University, Columbus, OH, United States of America

    J. B. Beacham, A. Boveia, S. Che, K. K. Gan, B. Gui, H. Kagan, R. D. Kass, K. A. Looper, C. B. Martin, S. Shrestha & B. B. Tannenwald

  142. Faculty of Science, Okayama University, Okayama, Japan

    I. Nakano

  143. Homer L. Dodge Department of Physics and Astronomy, University of Oklahoma, Norman, OK, United States of America

    B. Abbott, M. Alhroob, D. Bertsche, A. De Benedetti, P. Gutierrez, A. Marzin, B. Pearson, O. Rifki, H. Severini, Y. Shen, D. R. Shope, P. Skubic, M. Strauss & Q. Wang

  144. Department of Physics, Oklahoma State University, Stillwater, OK, United States of America

    J. Cantero, J. Haley, D. O. Jamin, A. Khanov, F. Rizatdinova & D. Sidorov

  145. Palacký University, RCPTM, Olomouc, Czech Republic

    L. Chytka, P. Hamal, M. Hrabovsky, J. Kvita & L. Nozka

  146. Center for High Energy Physics, University of Oregon, Eugene, OR, United States of America

    R. Abreu, B. W. Allen, J. E. Brau, A. Dattagupta, W. H. Hopkins, S. Majewski, C. T. Potter, P. Radloff, N. B. Sinev, I. M. Snyder, D. M. Strom, E. Torrence, C. Wanotayaroj, K. Whalen & F. Winklmeier

  147. LAL, Univ. Paris-Sud, CNRS/IN2P3, Université Paris-Saclay, Orsay, France

    B. Abeloos, M. K. Ayoub, A. Bassalat, C. Bourdarios, J. B. De Vivie De Regie, D. Delgove, L. Duflot, M. Escalier, L. Fayard, D. Fournier, C. R. Goudet, J.-F. Grivaz, F. Hariri, S. Henrot-Versille, J. Hrivnac, L. Iconomidou-Fayard, M. Kado, A. Lounis, C. Maiani, N. Makovec, N. Morange, C. Nellist, P. Petroff, L. Poggioli, P. Puzo, D. Rousseau, G. Rybkin, A. C. Schaffer, L. Serin, S. Simion, R. Tanaka, D. Zerwas, Z. Zhang & Y. Zhao

  148. Graduate School of Science, Osaka University, Osaka, Japan

    K. Hanagaki, N. Ishijima, M. Nomachi, Y. Sugaya, J. J. Teoh & Y. Yamaguchi

  149. Department of Physics, University of Oslo, Oslo, Norway

    M. K. Bugge, D. Cameron, J. R. Catmore, S. Feigl, L. Franconi, V. Garonne, B. K. Gjelsten, E. Gramstad, V. Morisbak, J. K. Nilsen, F. Ould-Saada, S. Raddum, A. L. Read, O. Røhne, H. Sandaker, C. Serfon, S. Stapnes & A. Strandlie

  150. Department of Physics, Oxford University, Oxford, United Kingdom

    G. Artoni, M. Backes, A. J. Barr, K. Becker, L. Beresford, D. Bortoletto, J. T. P. Burr, A. M. Cooper-Sarkar, M. Crispin Ortuzar, W. J. Fawcett, J. A. Frost, E. J. Gallas, F. Giuli, S. Gupta, C. Gwenlan, C. P. Hays, J. Henderson, T. B. Huffman, C. Issever, K. Nagai, R. B. Nickerson, N. Norjoharuddeen, M. Petrov, M. A. Pickering, V. Radescu, J. C-L. Tseng, G. H. A. Viehhauser, L. Vigani, A. R. Weidberg & J. Zhong

  151. INFN Sezione di Pavia, Pavia, Italy

    P. Dondero, E. M. Farina, R. Ferrari, M. Fraternali, G. Gaudio, G. Introzzi, A. Kourkoumeli-Charalampidi, A. Lanza, M. Livan, A. Negri, G. Polesello, D. M. Rebuzzi, A. Rimoldi & V. Vercesi

  152. Dipartimento di Fisica, Università di Pavia, Pavia, Italy

    P. Dondero, E. M. Farina, M. Fraternali, G. Introzzi, A. Kourkoumeli-Charalampidi, M. Livan, A. Negri, D. M. Rebuzzi & A. Rimoldi

  153. Department of Physics, University of Pennsylvania, Philadelphia, PA, United States of America

    W. K. Balunas, R. A. Creager, J. R. Dandoy, W. K. Di Clemente, R. R. M. Fletcher, B. Haney, T. C. Herwig, J. Kroll, E. Lipeles, J. Machado Miguens, C. Meyer, K. P. Mistry, J. Reichert, E. D. Resseguie, L. Schaefer, E. Thomson, R. Vanguri, H. H. Williams & K. Yoshihara

  154. National Research Centre “Kurchatov Institute” B.P.Konstantinov Petersburg Nuclear Physics Institute, St. Petersburg, Russia

    A. Basalaev, A. Ezhilov, O. L. Fedin, V. Gratchev, M. Levchenko, V. P. Maleev, I. Naryshkin, Y. F. Ryabov, V. A. Schegelsky & V. Solovyev

  155. INFN Sezione di Pisa, Pisa, Italy

    A. Annovi, F. Bertolucci, N. V. Biesuz, V. Cavasinni, G. Chiarelli, T. Del Prete, M. Dell’Orso, S. Donati, P. Giannetti, S. Leone, C. Roda, F. Scuri, C. L. Sotiropoulou, M. Spalla & G. Volpi

  156. Dipartimento di Fisica E. Fermi, Università di Pisa, Pisa, Italy

    A. Annovi, F. Bertolucci, N. V. Biesuz, V. Cavasinni, G. Chiarelli, T. Del Prete, M. Dell’Orso, S. Donati, P. Giannetti, S. Leone, C. Roda, F. Scuri, C. L. Sotiropoulou, M. Spalla & G. Volpi

  157. Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, PA, United States of America

    R. M. Bianchi, J. Boudreau, B. T. Carlson, C. Escobar, C. Farina, T. M. Hong, J. Mueller, K. Sapp & J. Su

  158. Laboratório de Instrumentação e Física Experimental de Partículas - LIP, Lisboa, Portugal

    J. A. Aguilar-Saavedra, S. P. Amor Dos Santos, A. Amorim, J. P. Araque, J. Carvalho, N. F. Castro, P. Conde Muiño, M. J. Da Cunha Sargedas De Sousa, M. C. N. Fiolhais, B. Galhardo, A. Gomes, R. Gonçalo, P. M. Jorge, A. Maio, J. Maneira, L. F. Oleiro Seabra, A. Onofre, R. Pedro, H. Santos, J. G. Saraiva, J. Silva, A. Tavares Delgado, F. Veloso & H. Wolters

  159. Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal

    A. Amorim, P. Conde Muiño, M. J. Da Cunha Sargedas De Sousa, A. Gomes, P. M. Jorge, J. Machado Miguens, A. Maio, J. Maneira, R. Pedro & A. Tavares Delgado

  160. Department of Physics, University of Coimbra, Coimbra, Portugal

    S. P. Amor Dos Santos, J. Carvalho, M. C. N. Fiolhais, B. Galhardo, F. Veloso & H. Wolters

  161. Centro de Física Nuclear da Universidade de Lisboa, Lisboa, Portugal

    A. Gomes, A. Maio, J. G. Saraiva & J. Silva

  162. Departamento de Fisica, Universidade do Minho, Braga, Portugal

    A. Onofre

  163. Departamento de Fisica Teorica y del Cosmos and CAFPE, Universidad de Granada, Granada (Spain), Portugal

    J. A. Aguilar-Saavedra & D. Melini

  164. Institute of Physics, Academy of Sciences of the Czech Republic, Praha, Czech Republic

    J. Chudoba, J. Hejbal, O. Hladik, T. Jakoubek, O. Kepka, A. Kupco, V. Kus, M. Lokajicek, R. Lysak, M. Marcisovsky, M. Mikestikova, S. Nemecek, O. Penc, P. Sicho, P. Staroba, M. Svatos, M. Tasevsky & M. Vozak

  165. Czech Technical University in Prague, Praha, Czech Republic

    B. Ali, K. Augsten, D. Caforio, P. Gallus, M. Havranek, Z. Hubacek, M. Myska, S. Pospisil, V. Simak, T. Slavicek, K. Smolek, M. Solar, A. Sopczak, M. Suk, V. Vacek, M. Vlasak, P. Vokac, V. Vrba & M. Zeman

  166. Charles University, Faculty of Mathematics and Physics, Prague, Czech Republic

    P. Berta, I. Carli, T. Davidek, J. Dolejsi, Z. Dolezal, P. Kodys, T. Kosek, R. Leitner, M. Mlynarikova, P. Reznicek, D. Scheirich, R. Slovak, M. Spousta, T. Sykora, P. Tas, S. Valkar & V. Vorobel

  167. State Research Center Institute for High Energy Physics (Protvino), NRC KI, Protvino, Russia

    A. Borisov, E. Cheremushkina, S. P. Denisov, R. M. Fakhrutdinov, A. B. Fenyuk, D. Golubkov, A. Kamenshchikov, A. N. Karyukhin, A. S. Kozhin, A. A. Minaenko, A. G. Myagkov, V. Nikolaenko, A. Ryzhov, A. A. Solodkov, O. V. Solovyanov, E. A. Starchenko, A. M. Zaitsev & O. Zenin

  168. Particle Physics Department, Rutherford Appleton Laboratory, Didcot, United Kingdom

    T. Adye, J. T. Baines, B. M. Barnett, S. Burke, A. Dewhurst, J. Dopke, D. Emeliyanov, B. J. Gallop, C. N. P. Gee, S. J. Haywood, J. Kirk, S. Martin-Haugh, S. J. McMahon, R. P. Middleton, W. J. Murray, P. W. Phillips, D. P. C. Sankey, C. Sawyer, F. J. Wickens, M. Wielers & S. D. Worm

  169. INFN Sezione di Roma, Roma, Italy

    F. Anulli, P. Bagiacchi, P. Bagnaia, M. Bauce, C. Bini, M. Corradi, D. De Pedis, A. De Salvo, S. Falciano, S. Gentile, S. Giagu, G. Gustavino, M. Kuna, F. Lacava, C. Luci, L. Luminari, A. Messina, A. Nisati, E. Pasqualucci, E. Petrolo, L. Pontecorvo, M. Rescigno, S. Rosati, F. Safai Tehrani, M. Vanadia, R. Vari & S. Veneziano

  170. Dipartimento di Fisica, Sapienza Università di Roma, Roma, Italy

    P. Bagiacchi, P. Bagnaia, M. Bauce, C. Bini, M. Corradi, S. Gentile, S. Giagu, G. Gustavino, M. Kuna, F. Lacava, C. Luci, A. Messina & M. Vanadia

  171. INFN Sezione di Roma Tor Vergata, Roma, Italy

    G. Aielli, P. Camarri, R. Cardarelli, L. Cerrito, A. Di Ciaccio, B. Liberti, L. Massa & R. Santonico

  172. Dipartimento di Fisica, Università di Roma Tor Vergata, Roma, Italy

    G. Aielli, P. Camarri, L. Cerrito, A. Di Ciaccio, L. Massa & R. Santonico

  173. INFN Sezione di Roma Tre, Roma, Italy

    A. Baroncelli, M. Biglietti, F. Ceradini, B. Di Micco, A. Farilla, M. Iodice, D. Orestano, F. Petrucci, D. Puddu, G. Salamanna, M. Sessa, C. Stanescu & M. Verducci

  174. Dipartimento di Matematica e Fisica, Università Roma Tre, Roma, Italy

    F. Ceradini, B. Di Micco, D. Orestano, F. Petrucci, D. Puddu, G. Salamanna, M. Sessa & M. Verducci

  175. Faculté des Sciences Ain Chock, Réseau Universitaire de Physique des Hautes Energies - Université Hassan II, Casablanca, Morocco

    D. Benchekroun, A. Chafaq & A. Hoummada

  176. Faculté des Sciences Semlalia, Université Cadi Ayyad, LPHEA-Marrakech, Marrakech, Morocco

    M. El Kacimi & D. Goujdami

  177. Faculté des Sciences, Université Mohamed Premier and LPTPM, Oujda, Morocco

    M. Aaboud, J. E. Derkaoui & M. Ouchrif

  178. Faculté des sciences, Université Mohammed V, Rabat, Morocco

    R. Cherkaoui El Moursli, M. Ezzi, F. Fassi, N. Haddad, Z. Idrissi & Y. Tayalati

  179. DSM/IRFU (Institut de Recherches sur les Lois Fondamentales de l’Univers), CEA Saclay (Commissariat à l’Energie Atomique et aux Energies Alternatives), Gif-sur-Yvette, France

    H. Bachacou, F. Balli, F. Bauer, N. Besson, M. Boonekamp, L. Chevalier, M. Dano Hoffmann, F. Deliot, D. Denysiuk, A. I. Etienvre, A. Formica, P. F. Giraud, J. Goncalves Pinto Firmino Da Costa, C. Guyot, R. Hanna, S. Hassani, F. Jeanneau, O. Kivernyk, W. Kozanecki, J. F. Laporte, E. P. Le Quilleuc, A. A. J. Lesage, B. Mansoulie, J-P. Meyer, T. J. Neep, R. Nicolaidou, A. Ouraou, L. Pacheco Rodriguez, M. M. Perego, A. Peyaud, L. Schoeffel, Ph. Schune, Ph. Schwemling & J. Schwindling

  180. Santa Cruz Institute for Particle Physics, University of California Santa Cruz, Santa Cruz, CA, United States of America

    O. S. AbouZeid, A. A. Affolder, M. Battaglia, C. Debenedetti, E. L. Gkougkousis, A. A. Grillo, M. Hance, A. T. Law, A. M. Litke, J. Nielsen, J. M. Pasner, R. Reece, P. Rose, H. F-W. Sadrozinski, S. Schier, B. A. Schumm & A. Seiden

  181. Department of Physics, University of Washington, Seattle, WA, United States of America

    C. Alpigiani, D. Blackburn, A. G. Goussiou, S.-C. Hsu, W. J. Johnson, H. J. Lubatti, S. Meehan, R. Rosten, J. Rothberg, H. L. Russell, P. H. Sales De Bruin, J. Schaarschmidt, E. Torró Pastor, G. Watts & N. L. Whallon

  182. Department of Physics and Astronomy, University of Sheffield, Sheffield, United Kingdom

    C. Anastopoulos, D. Costanzo, T. Cuhadar Donszelmann, I. Dawson, G. N. Hamity, M. C. Hodgkinson, P. Hodgson, P. Johansson, E. V. Korolkova, D. Kyriazopoulos, C. M. Macdonald, P. S. Miyagawa, H. J. Moss, D. R. Tovey, T. Vickey & O. E. Vickey Boeriu

  183. Department of Physics, Shinshu University, Nagano, Japan

    Y. Hasegawa & T. Takeshita

  184. Fachbereich Physik, Universität Siegen, Siegen, Germany

    N. B. Atlay, P. Buchholz, A. Campoverde, H. Czirr, I. Fleck, S. Ghasemi, I. Ibragimov, Y. Li, W. Walkowiak & M. Ziolkowski

  185. Department of Physics, Simon Fraser University, Burnaby, BC, Canada

    Q. Buat, A. J. Horton, D. Mori, D. C. O’Neil, K. Pachal, B. Stelzer, D. Temple, H. Torres, J. Van Nieuwkoop & M. C. Vetterli

  186. SLAC National Accelerator Laboratory, Stanford, CA, United States of America

    A. J. Armbruster, T. Barklow, R. Bartoldus, H. S. Bawa, J. E. Black, Y. S. Gao, N. Garelli, P. Grenier, N. Ilic, Z. Jiang, M. Kagan, M. Kocian, T. Koi, J. Moss, R. Mount, F. Rubbo, A. Salnikov, A. Schwartzman, D. Su, L. Tompkins, M. Wittgen, C. Young & Q. Zeng

  187. Faculty of Mathematics, Physics & Informatics, Comenius University, Bratislava, Slovak Republic

    R. Astalos, P. Bartos, T. Blazek, T. Dado, M. Melo, L. Plazak, J. Smiesko, I. Sykora, S. Tokár & T. Ženiš

  188. Department of Subnuclear Physics, Institute of Experimental Physics of the Slovak Academy of Sciences, Kosice, Slovak Republic

    D. Bruncko, E. Kladiva, P. Strizenec & J. Urban

  189. Department of Physics, University of Cape Town, Cape Town, South Africa

    A. Hamilton & S. Yacoob

  190. Department of Physics, University of Johannesburg, Johannesburg, South Africa

    S. H. Connell & N. Govender

  191. School of Physics, University of the Witwatersrand, Johannesburg, South Africa

    Y. Hernández Jiménez, H. Jivan, D. Kar, B. R. Mellado Garcia, R. G. Reed, X. Ruan & E. Sideras Haddad

  192. Department of Physics, Stockholm University, Stockholm, Sweden

    Y. Abulaiti, H. Akerstedt, K. Bendtz, G. Bertoli, O. Bessidskaia Bylund, C. Bohm, R. M. D. Carney, C. Clement, W. A. Cribbs, K. Gellerstedt, S. Hellman, K. Jon-And, O. Lundberg, D. A. Milstead, T. Moa, S. Molander, R. Poettgen, V. Rossetti, N. W. Shaikh, A. Shcherbakova, S. B. Silverstein, J. Sjölin, S. Strandberg, M. Ughetto, E. Valdes Santurio & V. Wallangen

  193. The Oskar Klein Centre, Stockholm, Sweden

    Y. Abulaiti, H. Akerstedt, K. Bendtz, G. Bertoli, O. Bessidskaia Bylund, R. M. D. Carney, C. Clement, W. A. Cribbs, K. Gellerstedt, S. Hellman, K. Jon-And, O. Lundberg, D. A. Milstead, T. Moa, S. Molander, R. Poettgen, V. Rossetti, N. W. Shaikh, A. Shcherbakova, J. Sjölin, S. Strandberg, M. Ughetto, E. Valdes Santurio & V. Wallangen

  194. Physics Department, Royal Institute of Technology, Stockholm, Sweden

    A. Kastanas, B. Lund-Jensen, P. E. Sidebo & J. Strandberg

  195. Departments of Physics & Astronomy and Chemistry, Stony Brook University, Stony Brook, NY, United States of America

    T. Balestri, C. P. Bee, V. Dao, J. Hobbs, P. Huo, J. Jia, H. Li, B. E. Lindquist, R. L. McCarthy, A. Montalbano, L. Morvaj, G. Piacquadio, S. K. Radhakrishnan, M. Rijssenbeek, R. D. Schamberger, D. Tsybychev, A. Zaman & M. Zhou

  196. Department of Physics and Astronomy, University of Sussex, Brighton, United Kingdom

    N. L. Abraham, B. M. M. Allbrooke, L. Asquith, A. Cerri, C. A. Chavez Barajas, U. De Sanctis, A. De Santo, G. Lerner, F. Miano, F. Salvatore, I. Santoyo Castillo, C. Y. Shehu, K. Suruliz, M. R. Sutton, I. Vivarelli & O. J. Winston

  197. School of Physics, University of Sydney, Sydney, Australia

    C. W. Black, K. D. Finelli, A. Limosani, A. K. Morley, A. F. Saavedra, M. Scarcella, C. J. E. Suster, K. E. Varvell, J. Wang & B. Yabsley

  198. Institute of Physics, Academia Sinica, Taipei, Taiwan

    S. Hou, S. C. Lee, S. C. Lin, B. Liu, F. Lo Sterzo, R. Mazini, L. Shi, D. A. Soh, H. Y. Song, P. K. Teng, S. M. Wang, W. Wang, Y. Yang & G. Zhang

  199. Department of Physics, Technion: Israel Institute of Technology, Haifa, Israel

    H. Abreu, O. Gabizon, E. Gozani, Y. Rozen, S. Tarem & N. van Eldik

  200. Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv, Israel

    H. Abramowicz, G. Alexander, A. Ashkenazi, G. Bella, O. Benary, Y. Benhammou, T. Cao, M. Davies, J. Duarte-Campderros, E. Etzion, A. Gershon, O. Gueta, O. Kuprash, Y. Oren, A. Soffer, J. Taenzer & N. Taiblum

  201. Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece

    C. Gentsos, S. Gkaitatzis, D. Iliadis, N. Kimura, K. Kordas, I. Maznas, C. Petridou & D. Sampsonidis

  202. International Center for Elementary Particle Physics and Department of Physics, The University of Tokyo, Tokyo, Japan

    S. Adachi, S. Asai, S. Chen, Y. Enari, K. Hanawa, M. Ishino, N. Kanaya, Y. Kataoka, C. Kato, T. Kawamoto, T. Kishimoto, A. Kobayashi, T. Kobayashi, Y. Komori, C. Kozakai, T. Mashimo, T. Masubuchi, Y. Minami, Y. Minegishi, T. Mori, M. Morinaga, T. Nakamura, Y. Ninomiya, T. Nobe, Y. Okumura, T. Saito, H. Sakamoto, J. Tanaka, K. Terashi, S. Yamamoto & T. Yamanaka

  203. Graduate School of Science and Technology, Tokyo Metropolitan University, Tokyo, Japan

    U. Bratzler & C. Fukunaga

  204. Department of Physics, Tokyo Institute of Technology, Tokyo, Japan

    D. Hayakawa, M. Ishitsuka, O. Jinnouchi, D. Kobayashi, M. Kuze, K. Motohashi, M. Tanaka, K. Todome & D. Yamaguchi

  205. Tomsk State University, Tomsk, Russia, Russia

    G. A. Chelkov, A. Khodinov & A. Vaniachine

  206. Department of Physics, University of Toronto, Toronto, ON, Canada

    S. H. Abidi, S. J. Batista, C. C. Chau, K. J. R. Cormier, D. A. DeMarco, R. Di Sipio, M. Diamond, H. Keoshkerian, P. Krieger, A. Liblong, G. Mc Goldrick, R. S. Orr, V. R. Pascuzzi, P. Savard, P. Sinervo, R. J. Teuscher, W. Trischuk, L. M. Veloce & N. Venturi

  207. INFN-TIFPA, Trento, Italy, Italy

    R. Iuppa

  208. University of Trento, Trento, Italy, Italy

    R. Iuppa

  209. TRIUMF, Vancouver, BC, Canada

    G. Azuelos, S. V. Chekulaev, D. M. Gingrich, F. Guescini, N. Hod, J. Jovicevic, L. L. Kurchaninov, F. G. Oakham, P. Savard, B. Schneider, O. Stelzer-Chilton, R. Tafirout, I. M. Trigger & M. C. Vetterli

  210. Department of Physics and Astronomy, York University, Toronto, ON, Canada

    J. Manjarres Ramos & W. Taylor

  211. Faculty of Pure and Applied Sciences, and Center for Integrated Research in Fundamental Science and Engineering, University of Tsukuba, Tsukuba, Japan

    M. Hagihara, K. Hara, S. Honda, F. Ito, K. Kasahara, S. H. Kim, K. Kiuchi, K. Nagata, H. Okawa, K. Sato & F. Ukegawa

  212. Department of Physics and Astronomy, Tufts University, Medford, MA, United States of America

    P. H. Beauchemin, E. Meoni, K. Sliwa & H. Son

  213. Department of Physics and Astronomy, University of California Irvine, Irvine, CA, United States of America

    D. J. Antrim, D. W. Casper, T. Colombo, M. Frate, D. Guest, A. J. Lankford, A. S. Mete, A. Nelson, K. Ntekas, D. A. Scannicchio, M. Schernau, C. O. Shimmin, A. Taffard, G. Unel & D. Whiteson

  214. INFN Gruppo Collegato di Udine, Sezione di Trieste, Udine, Italy

    B. S. Acharya, S. Cheatham, M. Cobal, M. P. Giordani, M. Pinamonti, W. B. Quayle, L. Serkin, K. Shaw, R. Soualah & L. Truong

  215. ICTP, Trieste, Italy

    B. S. Acharya, W. B. Quayle, L. Serkin & K. Shaw

  216. Dipartimento di Chimica, Fisica e Ambiente, Università di Udine, Udine, Italy

    S. Cheatham, M. Cobal, M. P. Giordani, M. Pinamonti, R. Soualah & L. Truong

  217. Department of Physics and Astronomy, University of Uppsala, Uppsala, Sweden

    E. Bergeaas Kuutmann, P. Bokan, R. Brenner, T. Ekelof, M. Ellert, A. Ferrari, H. J. Maddocks, M. U. F Martensson, H. Ohman & C. Rangel-Smith

  218. Department of Physics, University of Illinois, Urbana, IL, United States of America

    M. Atkinson, R. Caminal Armadans, V. Cavaliere, P. Chang, S. Errede, B. H. Hooberman, M. Khader, Y. P. Kulinich, K. Lie, T. M. Liss, L. Liu, J. D. Long, V. I. Martinez Outschoorn, M. S. Neubauer, A. Puri, M. Rybar, R. Shang, A. M. Sickles, I. Vichou, J. C. Zeng & M. Zhang

  219. Instituto de Fisica Corpuscular (IFIC) and Departamento de Fisica Atomica, Molecular y Nuclear and Departamento de Ingeniería Electrónica and Instituto de Microelectrónica de Barcelona (IMB-CNM), University of Valencia and CSIC, Valencia, Spain

    D. Álvarez Piqueras, L. Barranco Navarro, S. Cabrera Urbán, V. Castillo Gimenez, L. Cerda Alberich, M. J. Costa, P. Fernandez Martinez, A. Ferrer, L. Fiorini, J. Fuster, C. García, J. E. García Navarro, S. González de la Hoz, E. Higón-Rodriguez, J. Jimenez Pena, C. Lacasta, J. Mamuzic, S. Marti-Garcia, D. Melini, V. A. Mitsou, S. Pedraza Lopez, D. Rodriguez Rodriguez, E. Romero Adam, J. Salt, J. Sánchez, V. Sanchez Martinez, U. Soldevila, A. Valero, J. A. Valls Ferrer & M. Vos

  220. Department of Physics, University of British Columbia, Vancouver, BC, Canada

    F. Cormier, M. Danninger, W. Fedorko, C. Gay, M. Gignac, A. Held, S. Henkelmann, A. Lister & S. Rettie

  221. Department of Physics and Astronomy, University of Victoria, Victoria, BC, Canada

    J. Albert, Y. H. Chiu, A. A. Elliot, M. Fincke-Keeler, K. Hamano, E. Hill, R. Keeler, R. Kowalewski, E. S. Kuwertz, T. Kwan, M. LeBlanc, M. Lefebvre, R. A. McPherson, J. Pearce, R. Seuster, R. Sobie, M. Trovatelli & M. Venturi

  222. Department of Physics, University of Warwick, Coventry, United Kingdom

    M. Beckingham, J. S. Ennis, S. M. Farrington, P. F. Harrison, A. Jelinskas, C. Jeske, T. A. Martin, W. J. Murray, E. Pianori & M. Spangenberg

  223. Waseda University, Tokyo, Japan

    T. Iizawa, T. Kaji, T. Mitani, Y. Sakurai & K. Yorita

  224. Department of Particle Physics, The Weizmann Institute of Science, Rehovot, Israel

    P. Balek, S. Bressler, Z. H. Citron, E. Duchovni, M. Dumancic, E. Gross, M. K. Köhler, D. Lellouch, L. J. Levinson, G. Mikenberg, A. Milov, M. Pitt, I. Ravinovich, I. Roth, J. Shlomi, V. Smakhtin & D. Turgeman

  225. Department of Physics, University of Wisconsin, Madison, WI, United States of America

    Sw. Banerjee, W. Guan, A. S. Hard, Y. Heng, H. Ji, X. Ju, L. S. Kaplan, L. Kashif, Y. Ming, F. Wang, W. Wiedenmann, S. L. Wu, F. Zhang, C. Zhou & G. Zobernig

  226. Fakultät für Physik und Astronomie, Julius-Maximilians-Universität, Würzburg, Germany

    V. Herget, F. Kuger, A. Redelbach, O. Sidiropoulou, G. Siragusa, R. Ströhmer, T. Trefzger, S. W. Weber & A. Zibell

  227. Fakultät für Mathematik und Naturwissenschaften, Fachgruppe Physik, Bergische Universität Wuppertal, Wuppertal, Germany

    A. A. E. Bannoura, D. Boerner, T. Cornelissen, F. Ellinghaus, G. Ernis, J. Fischer, T. Flick, G. Gilles, K. Hamacher, T. Harenberg, D. Hirschbuehl, S. Kersten, J. T. Kuechler, P. Mättig, M. Neumann, S. Pataraia, C. J. Riegel, M. Sandhoff, F. Tepel, M. Vogel, W. Wagner & C. Zeitnitz

  228. Department of Physics, Yale University, New Haven, CT, United States of America

    O. K. Baker, E. Benhar Noccioli, J. Cummings, S. Demers, T. Lagouri, A. G. Leister, A. Loginov, M. Paganini, D. Paredes Hernandez, L. A. Thomsen, P. Tipton & J. G. Vasquez

  229. Yerevan Physics Institute, Yerevan, Armenia

    H. Hakobyan & G. Vardanyan

  230. Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des Particules (IN2P3), Villeurbanne, France

    G. Rahal

  231. Department of Physics, King’s College London, London, United Kingdom

    B. S. Acharya

  232. Novosibirsk State University, Novosibirsk, Russia

    A. V. Anisenkov, E. M. Baldin, V. S. Bobrovnikov, A. R. Buzykaev, V. F. Kazanin, A. G. Kharlamov, T. Kharlamova, A. A. Korol, A. L. Maslennikov, D. A. Maximov, S. V. Peleganchuk, O. L. Rezanova, A. M. Soukharev, A. A. Talyshev & Yu. A. Tikhonov

  233. Department of Physics & Astronomy, University of Louisville, Louisville, KY, United States of America

    Sw. Banerjee

  234. Physics Department, An-Najah National University, Nablus, Palestine

    A. Bassalat

  235. Department of Physics, California State University, Fresno, CA, United States of America

    H. S. Bawa & Y. S. Gao

  236. Department of Physics, University of Fribourg, Fribourg, Switzerland

    H. P. Beck

  237. Departament de Fisica de la Universitat Autonoma de Barcelona, Barcelona, Spain

    M. P. Casado

  238. Departamento de Fisica e Astronomia, Faculdade de Ciencias, Universidade do Porto, Porto, Portugal

    N. F. Castro

  239. The Collaborative Innovation Center of Quantum Matter (CICQM), Beijing, China

    X. Chen

  240. Universita di Napoli Parthenope, Napoli, Italy

    F. Conventi & M. Della Pietra

  241. Institute of Particle Physics (IPP), Toronto, Canada

    F. Corriveau, R. A. McPherson, S. H. Robertson, R. Sobie & R. J. Teuscher

  242. Department of Physics, St. Petersburg State Polytechnical University, St. Petersburg, Russia

    O. L. Fedin

  243. Centre for High Performance Computing, CSIR Campus, Rosebank, Cape Town, South Africa

    N. Govender

  244. Institucio Catalana de Recerca i Estudis Avancats, ICREA, Barcelona, Spain

    S. Grinstein, A. Juste Rozas & M. Martinez

  245. Institute of Theoretical Physics, Ilia State University, Tbilisi, Georgia

    J. Jejelava

  246. Georgian Technical University (GTU), Tbilisi, Georgia

    J. Khubua

  247. Ochadai Academic Production, Ochanomizu University, Tokyo, Japan

    T. Kono & R. Nagai

  248. Manhattan College, New York, NY, United States of America

    R. Konoplich

  249. Academia Sinica Grid Computing, Institute of Physics, Academia Sinica, Taipei, Taiwan

    S. C. Lin

  250. Department of Physics, California State University, Sacramento, CA, United States of America

    J. Moss

  251. Moscow Institute of Physics and Technology State University, Dolgoprudny, Russia

    A. G. Myagkov, V. Nikolaenko & A. M. Zaitsev

  252. International School for Advanced Studies (SISSA), Trieste, Italy

    M. Pinamonti

  253. School of Physics, Sun Yat-sen University, Guangzhou, China

    L. Shi

  254. Institute for Nuclear Research and Nuclear Energy (INRNE) of the Bulgarian Academy of Sciences, Sofia, Bulgaria

    M. Shiyakova

  255. Faculty of Physics, M.V.Lomonosov Moscow State University, Moscow, Russia

    L. N. Smirnova

  256. Department of Physics, Stanford University, Stanford, CA, United States of America

    L. Tompkins

  257. Institute for Particle and Nuclear Physics, Wigner Research Centre for Physics, Budapest, Hungary

    J. Toth

  258. Giresun University, Faculty of Engineering, Giresun, Turkey

    I. Turk Cakir

  259. University of Malaya, Department of Physics, Kuala Lumpur, Malaysia

    I. Yusuff

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The ATLAS collaboration

Additional information

ArXiv ePrint: 1701.05390

Deceased (A. Antonov, O. Benary, W. Blum, V. Chernyatin, N. Giokaris, H. Hakobyan, P. Ioannou, A. A. Komar, A. Loginov, B. Osculati, R. D. St. Denis, I. Vichou).

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The ATLAS collaboration., Aaboud, M., Aad, G. et al. Measurement of charged-particle distributions sensitive to the underlying event in \( \sqrt{s}=13 \) TeV proton-proton collisions with the ATLAS detector at the LHC. J. High Energ. Phys. 2017, 157 (2017). https://doi.org/10.1007/JHEP03(2017)157

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  • Received: 20 January 2017

  • Accepted: 16 March 2017

  • Published: 29 March 2017

  • DOI: https://doi.org/10.1007/JHEP03(2017)157

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Keywords

  • Hadron-Hadron scattering (experiments)
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