Principal-component analysis of two-particle azimuthal correlations in PbPb and pPb collisions at CMS Academic Article uri icon

abstract

  • 2017 CERN, for the CMS Collaboration. Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI. For the first time a principle-component analysis is used to separate out different orthogonal modes of the two-particle correlation matrix from heavy ion collisions. The analysis uses data from sNN=2.76TeV PbPb and sNN=5.02TeV pPb collisions collected by the CMS experiment at the CERN Large Hadron Collider. Two-particle azimuthal correlations have been extensively used to study hydrodynamic flow in heavy ion collisions. Recently it was shown that the expected factorization of two-particle results into a product of the constituent single-particle anisotropies is broken. The new information provided by these modes may shed light on the breakdown of flow factorization in heavy ion collisions. The first two modes ("leading" and "subleading") of two-particle correlations are presented for elliptical and triangular anisotropies in PbPb and pPb collisions as a function of pT over a wide range of event activity. The leading mode is found to be essentially equivalent to the anisotropy harmonic previously extracted from two-particle correlation methods. The subleading mode represents a new experimental observable and is shown to account for a large fraction of the factorization breaking recently observed at high transverse momentum. The principle-component analysis technique was also applied to multiplicity fluctuations. These also show a subleading mode. The connection of these new results to previous studies of factorization is discussed.

published proceedings

  • PHYSICAL REVIEW C

altmetric score

  • 1.75

author list (cited authors)

  • Sirunyan, A. M., Tumasyan, A., Adam, W., Ambrogi, F., Asilar, E., Bergauer, T., ... Woods, N.

citation count

  • 22

complete list of authors

  • Sirunyan, AM||Tumasyan, A||Adam, W||Ambrogi, F||Asilar, E||Bergauer, T||Brandstetter, J||Brondolin, E||Dragicevic, M||Eroe, J||Flechl, M||Friedl, M||Fruehwirth, R||Ghete, VM||Grossmann, J||Hrubec, J||Jeitler, M||Koenig, A||Krammer, N||Kraetschmer, I||Liko, D||Madlener, T||Mikulec, I||Pree, E||Rabady, D||Rad, N||Rohringer, H||Schieck, J||Schoefbeck, R||Spanring, M||Spitzbart, D||Strauss, J||Waltenberger, W||Wittmann, J||Wulz, C-E||Zarucki, M||Chekhovsky, V||Mossolov, V||Gonzalez, J Suarez||De Wolf, EA||Janssen, X||Lauwers, J||Van de Klundert, M||Van Haevermaet, H||Van Mechelen, P||Van Remortel, N||Van Spilbeeck, A||Abu Zeid, S||Blekman, F||D'Hondt, J||De Bruyn, I||De Clercq, J||Deroover, K||Flouris, G||Lowette, S||Moortgat, S||Moreels, L||Olbrechts, A||Python, Q||Skovpen, K||Tavernier, S||Van Doninck, W||Van Mulders, P||Van Parijs, I||Brun, H||Clerbaux, B||De Lentdecker, G||Delannoy, H||Fasanella, G||Favart, L||Goldouzian, R||Grebenyuk, A||Karapostoli, G||Lenzi, T||Luetic, J||Maerschalk, T||Marinov, A||Randle-conde, A||Seva, T||Vander Velde, C||Vanlaer, P||Vannerom, D||Yonamine, R||Zenoni, F||Zhang, F||Cimmino, A||Cornelis, T||Dobur, D||Fagot, A||Gul, M||Khvastunov, I||Poyraz, D||Roskas, C||Salva, S||Tytgat, M||Verbeke, W||Zaganidis, N||Bakhshiansohi, H||Bondu, O||Brochet, S||Bruno, G||Caudron, A||De Visscher, S||Delaere, C||Delcourt, M||Francois, B||Giammanco, A||Jafari, A||Komm, M||Krintiras, G||Lemaitre, V||Magitteri, A||Mertens, A||Musich, M||Piotrzkowski, K||Quertenmont, L||Marono, M Vidal||Wertz, S||Beliy, N||Alda Junior, WL||Alves, FL||Alves, GA||Brito, L||Correa Martins Junior, M||Hensel, C||Moraes, A||Pol, ME||Rebello Teles, P||Belchior Batista Das Chagas, E||Carvalho, W||Chinellato, J||Custodio, A||Da Costa, EM||Da Silveira, GG||De Jesus Damiao, D||Fonseca De Souza, S||Huertas Guativa, LM||Malbouisson, H||Melo De Almeida, M||Mora Herrera, C||Mundim, L||Nogima, H||Santoro, A||Sznajder, A||Tonelli Manganote, EJ||Torres Da Silva De Araujo, F||Vilela Pereira, A||Ahuja, S||Bernardes, CA||Fernandez Perez Tomei, TR||Gregores, EM||Mercadante, PG||Moon, CS||Novaes, SF||Padula, Sandra S||Romero Abad, D||Ruiz Vargas, JC||Aleksandrov, A||Hadjiiska, R||Iaydjiev, P||Misheva, M||Rodozov, M||Stoykova, S||Sultanov, G||Vutova, M||Dimitrov, A||Glushkov, I||Litov, L||Pavlov, B||Petkov, P||Fang, W||Gao, X||Ahmad, M||Bian, JG||Chen, GM||Chen, HS||Chen, M||Chen, Y||Jiang, CH||Leggat, D||Liu, Z||Romeo, F||Shaheen, SM||Spiezia, A||Tao, J||Wang, C||Wang, Z||Yazgan, E||Zhang, H||Zhao, J||Ban, Y||Chen, G||Li, Q||Liu, S||Mao, Y||Qian, SJ||Wang, D||Xu, Z||Avila, C||Cabrera, A||Chaparro Sierra, LF||Florez, C||Gonzalez Hernandez, CF||Ruiz Alvarez, JD||Courbon, B||Godinovic, N||Lelas, D||Puljak, I||Ribeiro Cipriano, PM||Sculac, T||Antunovic, Z||Kovac, M||Brigljevic, V||Ferencek, D||Kadija, K||Mesic, B||Susa, T||Ather, MW||Attikis, A||Mavromanolakis, G||Mousa, J||Nicolaou, C||Ptochos, F||Razis, PA||Rykaczewski, H||Finger, M||Finger, M Jr||Carrera Jarrin, E||Abdelalim, AA||Mohammed, Y||Salama, E||Dewanjee, RK||Kadastik, M||Perrini, L||Raidal, M||Tiko, A||Veelken, C||Eerola, P||Pekkanen, J||Voutilainen, M||Harkonen, J||Jarvinen, T||Karimaki, V||Kinnunen, R||Lampen, T||Lassila-Perini, K||Lehti, S||Linden, T||Luukka, P||Tuominen, E||Tuominiemi, J||Tuovinen, E||Talvitie, J||Tuuva, T||Besancon, M||Couderc, F||Dejardin, M||Denegri, D||Faure, JL||Ferri, F||Ganjour, S||Ghosh, S||Givernaud, A||Gras, P||de Monchenault, G Hamel||Jarry, P||Kucher, I||Locci, E||Machet, M||Malcles, J||Negro, G||Rander, J||Rosowsky, A||Sahin, MO||Titov, M||Abdulsalam, A||Antropov, I||Baffioni, S||Beaudette, F||Busson, P||Cadamuro, L||Charlot, C||Davignon, O||de Cassagnac, R Granier||Jo, M||Lisniak, S||Lobanov, A||Blanco, J Martin||Ochando, C||Ortona, G||Paganini, P||Pigard, P||Regnard, S||Salerno, R||Sauvan, JB||Sirois, Y||Leiton, AG Stahl||Strebler, T||Yilmaz, Y||Zabi, A||Zghiche, A||Agram, J-L||Andrea, J||Bloch, D||Brom, J-M||Buttignol, M||Chabert, EC||Chanon, N||Collard, C||Conte, E||Coubez, X||Fontaine, J-C||Gele, D||Goerlach, U||Jansova, M||Le Bihan, A-C||Van Hove, P||Gadrat, S||Beauceron, S||Bernet, C||Boudoul, G||Chierici, R||Contardo, D||Depasse, P||El Mamouni, H||Fay, J||Finco, L||Gascon, S||Gouzevitch, M||Grenier, G||Ille, B||Lagarde, F||Laktineh, IB||Lethuillier, M||Mirabito, L||Pequegnot, AL||Perries, S||Popov, A||Sordini, V||Donckt, M Vander||Viret, S||Toriashvili, T||Tsamalaidze, Z||Autermann, C||Beranek, S||Feld, L||Kiesel, MK||Klein, K||Lipinski, M||Preuten, M||Schomakers, C||Schulz, J||Verlage, T||Albert, A||Brodski, M||Dietz-Laursonn, E||Duchardt, D||Endres, M||Erdmann, M||Erdweg, S||Esch, T||Fischer, R||Gueth, A||Hamer, M||Hebbeker, T||Heidemann, C||Hoepfner, K||Knutzen, S||Merschmeyer, M||Meyer, A||Millet, P||Mukherjee, S||Olschewski, M||Padeken, K||Pook, T||Radziej, M||Reithler, H||Rieger, M||Scheuch, F||Teyssier, D||Thueer, S||Fluegge, G||Kargoll, B||Kress, T||Kuensken, A||Lingemann, J||Mueller, T||Nehrkorn, A||Nowack, A||Pistone, C||Pooth, O||Stahl, A||Martin, M Aldaya||Arndt, T||Asawatangtrakuldee, C||Beernaert, K||Behnke, O||Behrens, U||Bin Anuar, AA||Borras, K||Botta, V||Campbell, A||Connor, P||Contreras-Campana, C||Costanza, F||Pardos, C Diez||Eckerlin, G||Eckstein, D||Eichhorn, T||Eren, E||Gallo, E||Garcia, J Garay||Geiser, A||Gizhko, A||Luyando, JM Grados||Grohsjean, A||Gunnellini, P||Harb, A||Hauk, J||Hempel, M||Jung, H||Kalogeropoulos, A||Kasemann, M||Keaveney, J||Kleinwort, C||Korol, I||Kruecker, D||Lange, W||Lelek, A||Lenz, T||Leonard, J||Lipka, K||Lohmann, W||Mankel, R||Melzer-Pellmann, I-A||Meyer, AB||Mittag, G||Mnich, J||Mussgiller, A||Ntomari, E||Pitzl, D||Placakyte, R||Raspereza, A||Roland, B||Savitskyi, M||Saxena, P||Shevchenko, R||Spannagel, S||Stefaniuk, N||Van Onsem, GP||Walsh, R||Wen, Y||Wichmann, K||Wissing, C||Zenaiev, O||Bein, S||Blobel, V||Vignali, M Centis||Draeger, AR||Dreyer, T||Garutti, E||Gonzalez, D||Haller, J||Hoffmann, M||Junkes, A||Klanner, R||Kogler, R||Kovalchuk, N||Kurz, S||Lapsien, T||Marchesini, I||Marconi, D||Meyer, M||Niedziela, M||Nowatschin, D||Pantaleo, F||Peiffer, T||Perieanu, A||Scharf, C||Schleper, P||Schmidt, A||Schumann, S||Schwandt, J||Sonneveld, J||Stadie, H||Steinbrueck, G||Stober, FM||Stoever, M||Tholen, H||Troendle, D||Usai, E||Vanelderen, L||Vanhoefer, A||Vormwald, B||Akbiyik, M||Barth, C||Baur, S||Butz, E||Caspart, R||Chwalek, T||Colombo, F||De Boer, W||Dierlamm, A||Freund, B||Friese, R||Giffels, M||Gilbert, A||Haitz, D||Hartmann, F||Heindl, SM||Husemann, U||Kassel, F||Kudella, S||Mildner, H||Mozer, MU||Mueller, Th||Plagge, M||Quast, G||Rabbertz, K||Schroeder, M||Shvetsov, I||Sieber, G||Simonis, HJ||Ulrich, R||Wayand, S||Weber, M||Weiler, T||Williamson, S||Woehrmann, C||Wolf, R||Anagnostou, G||Daskalakis, G||Geralis, T||Giakoumopoulou, VA||Kyriakis, A||Loukas, D||Topsis-Giotis, I||Kesisoglou, S||Panagiotou, A||Saoulidou, N||Evangelou, I||Foudas, C||Kokkas, P||Manthos, N||Papadopoulos, I||Paradas, E||Strologas, J||Triantis, FA||Csanad, M||Filipovic, N||Pasztor, G||Bencze, G||Hajdu, C||Horvath, D||Sikler, F||Veszpremi, V||Vesztergombi, G||Zsigmond, AJ||Beni, N||Czellar, S||Karancsi, J||Makovec, A||Molnar, J||Szillasi, Z||Bartok, M||Raics, P||Trocsanyi, ZL||Ujvari, B||Choudhury, S||Komaragiri, JR||Bahinipati, S||Bhowmik, S||Mal, P||Mandal, K||Nayak, A||Sahoo, DK||Sahoo, N||Swain, SK||Bansal, S||Beri, SB||Bhatnagar, V||Bhawandeep, U||Chawla, R||Dhingra, N||Kalsi, AK||Kaur, A||Kaur, M||Kumar, R||Kumari, P||Mehta, A||Mittal, M||Singh, JB||Walia, G||Kumar, Ashok||Shah, Aashaq||Bhardwaj, A||Chauhan, S||Choudhary, BC||Garg, RB||Keshri, S||Kumar, A||Malhotra, S||Naimuddin, M||Ranjan, K||Sharma, R||Sharma, V||Bhardwaj, R||Bhattacharya, R||Bhattacharya, S||Dey, S||Dutt, S||Dutta, S||Ghosh, S||Majumdar, N||Modak, A||Mondal, K||Mukhopadhyay, S||Nandan, S||Purohit, A||Roy, A||Roy, D||Chowdhury, S Roy||Sarkar, S||Sharan, M||Thakur, S||Behera, PK||Chudasama, R||Dutta, D||Jha, V||Kumar, V||Mohanty, AK||Netrakanti, PK||Pant, LM||Shukla, P||Topkar, A||Aziz, T||Dugad, S||Mahakud, B||Mitra, S||Mohanty, GB||Parida, B||Sur, N||Sutar, B||Banerjee, S||Bhattacharya, S||Chatterjee, S||Das, P||Guchait, M||Jain, Sa||Kumar, S||Maity, M||Majumder, G||Mazumdar, K||Sarkar, T||Wickramage, N||Chauhan, S||Dube, S||Hegde, V||Kapoor, A||Kothekar, K||Pandey, S||Rane, A||Sharma, S||Chenarani, S||Tadavani, E Eskandari||Etesami, SM||Khakzad, M||Najafabadi, M Mohammadi||Naseri, M||Mehdiabadi, S Paktinat||Hosseinabadi, F Rezaei||Safarzadeh, B||Zeinali, M||Felcini, M||Grunewald, M||Abbrescia, M||Calabria, C||Caputo, C||Colaleo, A||Creanza, D||Cristella, L||De Filippis, N||De Palma, M||Errico, F||Fiore, L||Iaselli, G||Maggi, G||Maggi, M||Miniello, G||My, S||Nuzzo, S||Pompili, A||Pugliese, G||Radogna, R||Ranieri, A||Selvaggi, G||Sharma, A||Silvestris, L||Venditti, R||Verwilligen, P||Abbiendi, G||Battilana, C||Bonacorsi, D||Braibant-Giacomelli, S||Brigliadori, L||Campanini, R||Capiluppi, P||Castro, A||Cavallo, FR||Chhibra, SS||Codispoti, G||Cuffiani, M||Dallavalle, GM||Fabbri, F||Fanfani, A||Fasanella, D||Giacomelli, P||Guiducci, L||Marcellini, S||Masetti, G||Navarria, FL||Perrotta, A||Rossi, AM||Rovelli, T||Siroli, GP||Tosi, N||Albergo, S||Costa, S||Di Mattia, A||Giordano, F||Potenza, R||Tricomi, A||Tuve, C||Barbagli, G||Chatterjee, K||Ciulli, V||Civinini, C||D'Alessandro, R||Focardi, E||Lenzi, P||Meschini, M||Paoletti, S||Russo, L||Sguazzoni, G||Strom, D||Viliani, L||Benussi, L||Bianco, S||Fabbri, F||Piccolo, D||Primavera, F||Calvelli, V||Ferro, F||Robutti, E||Tosi, S||Brianza, L||Brivio, F||Ciriolo, V||Dinardo, ME||Fiorendi, S||Gennai, S||Ghezzi, A||Govoni, P||Malberti, M||Malvezzi, S||Manzoni, RA||Menasce, D||Moroni, L||Paganoni, M||Pauwels, K||Pedrini, D||Pigazzini, S||Ragazzi, S||de Fatis, T Tabarelli||Buontempo, S||Cavallo, N||Di Guida, S||Fabozzi, F||Fienga, F||Iorio, AOM||Khan, WA||Lista, L||Meola, S||Paolucci, P||Sciacca, C||Thyssen, F||Azzi, P||Bacchetta, N||Benato, L||Bisello, D||Boletti, A||Checchia, P||Dall'Osso, M||Manzano, P De Castro||Dorigo, T||Dosselli, U||Gasparini, F||Gozzelino, A||Lacaprara, S||Margoni, M||Meneguzzo, AT||Michelotto, M||Montecassiano, F||Pantano, D||Pozzobon, N||Ronchese, P||Rossin, R||Simonetto, F||Torassa, E||Zanetti, M||Zotto, P||Zumerle, G||Braghieri, A||Fallavollita, F||Magnani, A||Montagna, P||Ratti, SP||Re, V||Ressegotti, M||Riccardi, C||Salvini, P||Vai, I||Vitulo, P||Solestizi, L Alunni||Bilei, GM||Ciangottini, D||Fano, L||Lariccia, P||Leonardi, R||Mantovani, G||Mariani, V||Menichelli, M||Saha, A||Santocchia, A||Spiga, D||Androsov, K||Azzurri, P||Bagliesi, G||Bernardini, J||Boccali, T||Borrello, L||Castaldi, R||Ciocci, MA||Dell'Orso, R||Fedi, G||Giassi, A||Grippo, MT||Ligabue, F||Lomtadze, T||Martini, L||Messineo, A||Palla, F||Rizzi, A||Savoy-Navarro, A||Spagnolo, P||Tenchini, R||Tonelli, G||Venturi, A||Verdini, PG||Barone, L||Cavallari, F||Cipriani, M||Daci, N||Del Re, D||Diemoz, M||Gelli, S||Longo, E||Margaroli, F||Marzocchi, B||Meridiani, P||Organtini, G||Paramatti, R||Preiato, F||Rahatlou, S||Rovelli, C||Santanastasio, F||Amapane, N||Arcidiacono, R||Argiro, S||Arneodo, M||Bartosik, N||Bellan, R||Biino, C||Cartiglia, N||Cenna, F||Costa, M||Covarelli, R||Degano, A||Demaria, N||Kiani, B||Mariotti, C||Maselli, S||Migliore, E||Monaco, V||Monteil, E||Monteno, M||Obertino, MM||Pacher, L||Pastrone, N||Pelliccioni, M||Angioni, GL Pinna||Ravera, F||Romero, A||Ruspa, M||Sacchi, R||Shchelina, K||Sola, V||Solano, A||Staiano, A||Traczyk, P||Belforte, S||Casarsa, M||Cossutti, F||Della Ricca, G||Zanetti, A||Kim, DH||Kim, GN||Kim, MS||Lee, J||Lee, S||Lee, SW||Oh, YD||Sekmen, S||Son, DC||Yang, YC||Lee, A||Kim, H||Moon, DH||Oh, G||Cifuentes, JA Brochero||Goh, J||Kim, TJ||Cho, S||Choi, S||Go, Y||Gyun, D||Ha, S||Hong, B||Jo, Y||Kim, Y||Lee, K||Lee, KS||Lee, S||Lim, J||Park, SK||Roh, Y||Almond, J||Kim, J||Kim, JS||Lee, H||Lee, K||Nam, K||Oh, SB||Radburn-Smith, BC||Seo, SH||Yang, UK||Yoo, HD||Yu, GB||Choi, M||Kim, H||Kim, JH||Lee, JSH||Park, IC||Ryu, G||Choi, Y||Hwang, C||Lee, J||Yu, I||Dudenas, V||Juodagalvis, A||Vaitkus, J||Ahmed, I||Ibrahim, ZA||Ali, MAB Md||Idris, F Mohamad||Abdullah, WAT Wan||Yusli, MN||Zolkapli, Z||Castilla-Valdez, H||De La Cruz-Burelo, E||Heredia-De la Cruz, I||Lopez-Fernandez, R||Mejia Guisao, J||Sanchez-Hernandez, A||Carrillo Moreno, S||Oropeza Barrera, C||Vazquez Valencia, F||Pedraza, I||Salazar Ibarguen, HA||Uribe Estrada, C||Morelos Pineda, A||Krofcheck, D||Butler, PH||Ahmad, A||Ahmad, M||Hassan, Q||Hoorani, HR||Saddique, A||Shah, MA||Shoaib, M||Waqas, M||Bialkowska, H||Bluj, M||Boimska, B||Frueboes, T||Gorski, M||Kazana, M||Nawrocki, K||Romanowska-Rybinska, K||Szleper, M||Zalewski, P||Bunkowski, K||Byszuk, A||Doroba, K||Kalinowski, A||Konecki, M||Krolikowski, J||Misiura, M||Olszewski, M||Pyskir, A||Walczak, M||Bargassa, P||Beirao Da Cruz E Silva, C||Calpas, B||Di Francesco, A||Faccioli, P||Gallinaro, M||Hollar, J||Leonardo, N||Lloret Iglesias, L||Nemallapudi, MV||Seixas, J||Toldaiev, O||Vadruccio, D||Varela, J||Afanasiev, S||Bunin, P||Gavrilenko, M||Golutvin, I||Gorbunov, I||Kamenev, A||Karjavin, V||Lanev, A||Malakhov, A||Matveev, V||Palichik, V||Perelygin, V||Shmatov, S||Shulha, S||Skatchkov, N||Smirnov, V||Voytishin, N||Zarubin, A||Ivanov, Y||Kim, V||Kuznetsova, E||Levchenko, P||Murzin, V||Oreshkin, V||Smirnov, I||Sulimov, V||Uvarov, L||Vavilov, S||Vorobyev, A||Andreev, Yu||Dermenev, A||Gninenko, S||Golubev, N||Karneyeu, A||Kirsanov, M||Krasnikov, N||Pashenkov, A||Tlisov, D||Toropin, A||Epshteyn, V||Gavrilov, V||Lychkovskaya, N||Popov, V||Pozdnyakov, I||Safronov, G||Spiridonov, A||Stepennov, A||Toms, M||Vlasov, E||Zhokin, A||Aushev, T||Bylinkin, A||Chadeeva, M||Popova, E||Rusinov, V||Andreev, V||Azarkin, M||Dremin, I||Kirakosyan, M||Terkulov, A||Baskakov, A||Belyaev, A||Boos, E||Demiyanov, A||Ershov, A||Gribushin, A||Kodolova, O||Korotkikh, V||Lokhtin, I||Miagkov, I||Obraztsov, S||Petrushanko, S||Savrin, V||Snigirev, A||Vardanyan, I||Blinov, V||Skovpen, Y||Shtol, D||Azhgirey, I||Bayshev, I||Bitioukov, S||Elumakhov, D||Kachanov, V||Kalinin, A||Konstantinov, D||Krychkine, V||Petrov, V||Ryutin, R||Sobol, A||Troshin, S||Tyurin, N||Uzunian, A||Volkov, A||Adzic, P||Cirkovic, P||Devetak, D||Dordevic, M||Milosevic, J||Rekovic, V||Alcaraz Maestre, J||Barrio Luna, M||Cerrada, M||Colino, N||De La Cruz, B||Delgado Peris, A||Escalante Del Valle, A||Fernandez Bedoya, C||Fernandez Ramos, JP||Flix, J||Fouz, MC||Garcia-Abia, P||Gonzalez Lopez, O||Goy Lopez, S||Hernandez, JM||Josa, MI||Perez-Calero Yzquierdo, A||Puerta Pelayo, J||Quintario Olmeda, A||Redondo, I||Romero, L||Soares, MS||Alvarez Fernandez, A||de Troconiz, JF||Missiroli, M||Moran, D||Cuevas, J||Erice, C||Fernandez Menendez, J||Gonzalez Caballero, I||Gonzalez Fernandez, JR||Palencia Cortezon, E||Sanchez Cruz, S||Suarez Andres, I||Vischia, P||Vizan Garcia, JM||Cabrillo, IJ||Calderon, A||Chazin Quero, B||Curras, E||Fernandez, M||Garcia-Ferrero, J||Gomez, G||Lopez Virto, A||Marco, J||Martinez Rivero, C||Martinez Ruiz del Arbol, P||Matorras, F||Piedra Gomez, J||Rodrigo, T||Ruiz-Jimeno, A||Scodellaro, L||Trevisani, N||Vila, I||Vilar Cortabitarte, R||Abbaneo, D||Auffray, E||Baillon, P||Ball, AH||Barney, D||Bianco, M||Bloch, P||Bocci, A||Botta, C||Camporesi, T||Castello, R||Cepeda, M||Cerminara, G||Chapon, E||Chen, Y||d'Enterria, D||Dabrowski, A||Daponte, V||David, A||De Gruttola, M||De Roeck, A||Di Marco, E||Dobson, M||Dorney, B||du Pree, T||Dunser, M||Dupont, N||Elliott-Peisert, A||Everaerts, P||Franzoni, G||Fulcher, J||Funk, W||Gigi, D||Gill, K||Glege, F||Gulhan, D||Gundacker, S||Guthoff, M||Harris, P||Hegeman, J||Innocente, V||Janot, P||Karacheban, O||Kieseler, J||Kirschenmann, H||Knunz, V||Kornmayer, A||Kortelainen, MJ||Krammer, M||Lange, C||Lecoq, P||Lourenco, C||Lucchini, MT||Malgeri, L||Mannelli, M||Martelli, A||Meijers, F||Merlin, JA||Mersi, S||Meschi, E||Milenovic, P||Moortgat, F||Mulders, M||Neugebauer, H||Orfanelli, S||Orsini, L||Pape, 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publication date

  • December 2017