Event generator tunes obtained from underlying event and multiparton scattering measurements

Khachatryan V 1 , Sirunyan AM 1 , Tumasyan A 1 , Adam W 2 , Asilar E 2 , Bergauer T 2 Show all authors , Brandstetter J 2 , Brondolin E 2 , Dragicevic M 2 , Erö J 2 , Friedl M 2 , Frühwirth R 2 , Ghete VM 2 , Hartl C 2 , Hörmann N 2 , Hrubec J 2 , Jeitler M 2 , Knünz V 2 , König A 2 , Krammer M 2 , Krätschmer I 2 , Liko D 2 , Matsushita T 2 , Mikulec I 2 , Rabady D 2 , Rahbaran B 2 , Rohringer H 2 , Schieck J 1 , Schöfbeck R 2 , Strauss J 2 , Treberer-Treberspurg W 2 , Waltenberger W 2 , Wulz CE 2 , Mossolov V 3 , Shumeiko N 3 , Suarez Gonzalez J 3 , Alderweireldt S 4 , Cornelis T 4 , De Wolf EA 4 , Janssen X 4 , Knutsson A 4 , Lauwers J 4 , Luyckx S 4 , Van De Klundert M 4 , Van Haevermaet H 4 , Van Mechelen P 4 , Van Remortel N 4 , Van Spilbeeck A 4 , Abu Zeid S 5 , Blekman F 5 , D'Hondt J 5 , Daci N 5 , De Bruyn I 5 , Deroover K 5 , Heracleous N 5 , Keaveney J 5 , Lowette S 5 , Moreels L 5 , Olbrechts A 5 , Python Q 5 , Strom D 5 , Tavernier S 5 , Van Doninck W 5 , Van Mulders P 5 , Van Onsem GP 5 , Van Parijs I 5 , Barria P 6 , Brun H 6 , Caillol C 6 , Clerbaux B 6 , De Lentdecker G 6 , Fasanella G 6 , Favart L 6 , Grebenyuk A 6 , Karapostoli G 6 , Lenzi T 6 , Léonard A 6 , Maerschalk T 6 , Marinov A 6 , Perniè L 6 , Randle-Conde A 6 , Seva T 6 , Vander Velde C 6 , Yonamine R 6 , Vanlaer P 6 , Yonamine R 6 , Zenoni F 6 , Zhang F 6 , Adler V 7 , Beernaert K 7 , Benucci L 7 , Cimmino A 7 , Crucy S 7 , Dobur D 7 , Fagot A 7 , Garcia G 7 , Gul M 7 , Mccartin J 7 , Ocampo Rios AA 7 , Poyraz D 7 , Ryckbosch D 7 , Salva S 7 , Sigamani M 7 , Tytgat M 7 , Van Driessche W 7 , Yazgan E 7 , Zaganidis N 7 , Basegmez S 8 , Beluffi C 8 , Bondu O 8 , Brochet S 8 , Bruno G 8 , Caudron A 8 , Ceard L 8 , Da Silveira GG 8 , Delaere C 8 , Favart D 8 , Forthomme L 8 , Giammanco A 8 , Hollar J 8 , Jafari A 8 , Jez P 8 , Komm M 8 , Lemaitre V 8 , Mertens A 8 , Musich M 8 , Nuttens C 8 , Perrini L 8 , Pin A 8 , Piotrzkowski K 8 , Popov A 8 , Quertenmont L 8 , Selvaggi M 8 , Vidal Marono M 8 , Beliy N 9 , Hammad GH 9 , Júnior WL 10 , Alves FL 10 , Alves GA 10 , Brito L 10 , Correa Martins Junior M 10 , Hamer M 10 , Hensel C 10 , Moraes A 10 , Pol ME 10 , Rebello Teles P 10 , Belchior Batista Das Chagas E 11 , Carvalho W 11 , Chinellato J 11 , Custódio A 11 , Da Costa EM 11 , De Jesus Damiao D 11 , De Oliveira Martins C 11 , Fonseca De Souza S 11 , Huertas Guativa LM 11 , Malbouisson H 11 , Matos Figueiredo D 11 , Mora Herrera C 11 , Mundim L 11 , Nogima H 11 , Prado Da Silva WL 11 , Santoro A 11 , Sznajder A 11 , Tonelli Manganote EJ 11 , Vilela Pereira A 11 , Ahuja S 12 , Bernardes CA 12 , De Souza Santos A 12 , Dogra S 12 , Fernandez Perez Tomei TR 12 , Gregores EM 12 , Mercadante PG 12 , Moon CS 12 , Novaes SF 12 , Padula SS 12 , Romero Abad D 12 , Ruiz Vargas JC 12 , Aleksandrov A 13 , Hadjiiska R 13 , Iaydjiev P 13 , Rodozov M 13 , Stoykova S 13 , Sultanov G 13 , Vutova M 13 , Dimitrov A 14 , Glushkov I 14 , Litov L 14 , Pavlov B 14 , Petkov P 14 , Ahmad M 14 , Bian JG 15 , Chen GM 15 , Chen HS 15 , Chen M 15 , Cheng T 15 , Du R 15 , Jiang CH 15 , Plestina R 15 , Romeo F 15 , Shaheen SM 15 , Spiezia A 15 , Tao J 15 , Wang C 15 , Wang Z 15 , Zhang H 15 , Asawatangtrakuldee C 16 , Ban Y 16 , Li Q 16 , Liu S 16 , Mao Y 16 , Qian SJ 16 , Wang D 16 , Xu Z 16 , Avila C 17 , Cabrera A 17 , Chaparro Sierra LF 17 , Florez C 17 , Gomez JP 17 , Gomez Moreno B 17 , Sanabria JC 17 , Godinovic N 18 , Lelas D 18 , Puljak I 18 , Ribeiro Cipriano PM 18 , Antunovic Z 19 , Kovac M 19 , Brigljevic V 20 , Kadija K 20 , Luetic J 20 , Micanovic S 20 , Sudic L 20 , Attikis A 21 , Mavromanolakis G 21 , Mousa J 21 , Nicolaou C 21 , Ptochos F 21 , Razis PA 21 , Rykaczewski H 21 , Bodlak M 22 , Finger M 22 , Finger M 22 , Abdelalim AA 23 , Awad A 23 , Mahrous A 23 , Mohammed Y 23 , Radi A 23 , Calpas B 24 , Kadastik M 24 , Murumaa M 24 , Raidal M 24 , Tiko A 24 , Veelken C 24 , Eerola P 25 , Pekkanen J 25 , Voutilainen M 25 , Härkönen J 26 , Karimäki V 26 , Kinnunen R 26 , Lampén T 26 , Lassila-Perini K 26 , Lehti S 26 , Lindén T 26 , Luukka P 26 , Mäenpää T 26 , Peltola T 26 , Tuominen E 26 , Tuominiemi J 26 , Tuovinen E 26 , Wendland L 26 , Talvitie J 27 , Tuuva T 27 , Besancon M 28 , Couderc F 28 , Dejardin M 28 , Denegri D 28 , Fabbro B 28 , Faure JL 28 , Favaro C 28 , Ferri F 28 , Ganjour S 28 , Givernaud A 28 , Gras P 28 , Hamel de Monchenault G 28 , Jarry P 28 , Locci E 28 , Machet M 28 , Malcles J 28 , Rander J 28 , Rosowsky A 28 , Titov M 28 , Zghiche A 28 , Antropov I 29 , Baffioni S 29 , Beaudette F 29 , Busson P 29 , Cadamuro L 29 , Chapon E 29 , Charlot C 29 , Dahms T 29 , Davignon O 29 , Filipovic N 29 , Granier de Cassagnac R 29 , Jo M 29 , Lisniak S 29 , Mastrolorenzo L 29 , Miné P 29 , Naranjo IN 29 , Nguyen M 29 , Ochando C 29 , Ortona G 29 , Paganini P 29 , Pigard P 29 , Regnard S 29 , Salerno R 29 , Sauvan JB 29 , Sirois Y 29 , Strebler T 30 , Yilmaz Y 29 , Zabi A 29 , Agram JL 30 , Andrea J 30 , Aubin A 30 , Bloch D 30 , Brom JM 30 , Buttignol M 30 , Chabert EC 30 , Chanon N 30 , Collard C 30 , Conte E 30 , Coubez X 30 , Fontaine JC 30 , Gelé D 30 , Goerlach U 30 , Goetzmann C 30 , Le Bihan AC 30 , Merlin JA 30 , Skovpen K 30 , Van Hove P 30 , Gadrat S 31 , Beauceron S 32 , Bernet C 32 , Boudoul G 32 , Bouvier E 32 , Carrillo Montoya CA 32 , Chierici R 32 , Contardo D 32 , Courbon B 32 , Depasse P 32 , El Mamouni H 32 , Fan J 32 , Fay J 32 , Gascon S 32 , Gouzevitch M 32 , Ille B 32 , Lagarde F 32 , Laktineh IB 32 , Lethuillier M 32 , Mirabito L 32 , Pequegnot AL 32 , Perries S 32 , Ruiz Alvarez JD 32 , Sabes D 32 , Sgandurra L 32 , Sordini V 32 , Vander Donckt M 32 , Verdier P 32 , Viret S 32 , Toriashvili T 33 , Lomidze D 34 , Autermann C 35 , Beranek S 35 , Edelhoff M 35 , Feld L 35 , Heister A 35 , Kiesel MK 35 , Klein K 35 , Lipinski M 35 , Ostapchuk A 35 , Preuten M 35 , Raupach F 35 , Schael S 35 , Schulte JF 35 , Verlage T 35 , Weber H 35 , Wittmer B 35 , Zhukov V 35 , Ata M 36 , Brodski M 36 , Dietz-Laursonn E 36 , Duchardt D 36 , Endres M 36 , Erdmann M 36 , Erdweg S 36 , Esch T 36 , Fischer R 36 , Güth A 36 , Hebbeker T 36 , Heidemann C 36 , Hoepfner K 36 , Knutzen S 36 , Kreuzer P 36 , Merschmeyer M 36 , Meyer A 36 , Millet P 36 , Olschewski M 36 , Padeken K 36 , Papacz P 36 , Pook T 36 , Radziej M 36 , Reithler H 36 , Rieger M 36 , Scheuch F 36 , Sonnenschein L 36 , Teyssier D 36 , Thüer S 36 , Cherepanov V 37 , Erdogan Y 37 , Flügge G 37 , Geenen H 37 , Geisler M 37 , Hoehle F 37 , Kargoll B 37 , Kress T 37 , Kuessel Y 37 , Künsken A 37 , Lingemann J 37 , Nehrkorn A 37 , Nowack A 37 , Nugent IM 37 , Pistone C 37 , Pooth O 37 , Stahl A 37 , Aldaya Martin M 37 , Asin I 38 , Bartosik N 38 , Behnke O 38 , Behrens U 38 , Bell AJ 38 , Borras K 38 , Burgmeier A 38 , Campbell A 38 , Choudhury S 38 , Costanza F 38 , Diez Pardos C 38 , Dolinska G 38 , Dooling S 38 , Dorland T 38 , Eckerlin G 38 , Eckstein D 38 , Eichhorn T 38 , Flucke G 38 , Gallo E 38 , Garcia JG 38 , Geiser A 38 , Gizhko A 38 , Gunnellini P 38 , Hauk J 38 , Hempel M 38 , Jung H 38 , Kalogeropoulos A 38 , Karacheban O 38 , Kasemann M 38 , Katsas P 38 , Kieseler J 38 , Kleinwort C 38 , Korol I 38 , Lange W 38 , Leonard J 38 , Lipka K 38 , Lobanov A 38 , Lohmann W 38 , Mankel R 38 , Marfin I 38 , Melzer-Pellmann IA 38 , Meyer AB 38 , Mittag G 38 , Mnich J 38 , Mussgiller A 38 , Naumann-Emme S 38 , Nayak A 38 , Ntomari E 38 , Perrey H 38 , Pitzl D 38 , Placakyte R 38 , Raspereza A 38 , Roland B 38 , Sahin MÖ 38 , Saxena P 38 , Schoerner-Sadenius T 38 , Schröder M 38 , Seitz C 38 , Spannagel S 38 , Trippkewitz KD 38 , Walsh R 38 , Wissing C 38 , Blobel V 39 , Centis Vignali M 39 , Draeger AR 39 , Erfle J 39 , Garutti E 39 , Goebel K 39 , Gonzalez D 39 , Görner M 39 , Haller J 39 , Hoffmann M 39 , Höing RS 39 , Junkes A 39 , Klanner R 39 , Kogler R 39 , Kovalchuk N 39 , Lapsien T 39 , Lenz T 39 , Marchesini I 39 , Marconi D 39 , Meyer M 39 , Nowatschin D 39 , Ott J 39 , Pantaleo F 39 , Peiffer T 39 , Perieanu A 39 , Pietsch N 39 , Poehlsen J 39 , Rathjens D 39 , Sander C 39 , Scharf C 39 , Schettler H 39 , Schleper P 39 , Schlieckau E 39 , Schmidt A 39 , Schwandt J 39 , Sola V 39 , Stadie H 39 , Steinbrück G 39 , Tholen H 39 , Troendle D 39 , Usai E 39 , Vanelderen L 39 , Vanhoefer A 39 , Vormwald B 39 , Barth C 40 , Baus C 40 , Berger J 40 , Böser C 40 , Butz E 40 , Chwalek T 40 , Colombo F 40 , De Boer W 40 , Descroix A 40 , Dierlamm A 40 , Fink S 40 , Frensch F 40 , Friese R 40 , Giffels M 40 , Gilbert A 40 , Haitz D 40 , Hartmann F 40 , Heindl SM 40 , Husemann U 40 , Katkov I 40 , Kornmayer A 40 , Lobelle Pardo P 40 , Maier B 40 , Mildner H 40 , Mozer MU 40 , Müller T 40 , Müller T 40 , Plagge M 40 , Quast G 40 , Rabbertz K 40 , Röcker S 40 , Roscher F 40 , Sieber G 40 , Simonis HJ 40 , Stober FM 40 , Ulrich R 40 , Wagner-Kuhr J 40 , Wayand S 40 , Weber M 40 , Weiler T 40 , Williamson S 40 , Wöhrmann C 40 , Wolf R 40 , Anagnostou G 41 , Daskalakis G 41 , Geralis T 41 , Giakoumopoulou VA 41 , Kyriakis A 41 , Loukas D 41 , Psallidas A 41 , Topsis-Giotis I 41 , Agapitos A 42 , Kesisoglou S 42 , Panagiotou A 42 , Saoulidou N 42 , Tziaferi E 42 , Evangelou I 43 , Flouris G 43 , Foudas C 43 , Kokkas P 43 , Loukas N 43 , Manthos N 43 , Papadopoulos I 43 , Paradas E 43 , Strologas J 43 , Bencze G 44 , Hajdu C 44 , Hazi A 44 , Hidas P 44 , Horvath D 44 , Sikler F 44 , Veszpremi V 44 , Vesztergombi G 44 , Zsigmond AJ 44 , Beni N 45 , Czellar S 45 , Karancsi J 45 , Molnar J 45 , Szillasi Z 45 , Bartók M 45 , Makovec A 46 , Raics P 46 , Trocsanyi ZL 46 , Ujvari B 46 , Mal P 47 , Mandal K 47 , Sahoo DK 47 , Sahoo N 47 , Swain SK 47 , Bansal S 47 , Beri SB 48 , Bhatnagar V 48 , Chawla R 48 , Gupta R 48 , Bhawandeep U 48 , Kalsi AK 48 , Kaur A 48 , Kaur M 48 , Kumar R 48 , Mehta A 48 , Mittal M 48 , Singh JB 48 , Walia G 48 , Kumar A 49 , Bhardwaj A 49 , Choudhary BC 49 , Garg RB 49 , Kumar A 49 , Malhotra S 49 , Naimuddin M 49 , Nishu N 49 , Ranjan K 49 , Sharma R 49 , Sharma V 49 , Bhattacharya S 50 , Chatterjee K 50 , Dey S 50 , Dutta S 50 , Jain S 50 , Majumdar N 50 , Modak A 50 , Mondal K 50 , Mukherjee S 50 , Mukhopadhyay S 50 , Roy A 50 , Roy D 50 , Roy Chowdhury S 50 , Sarkar S 50 , Sharan M 50 , Abdulsalam A 51 , Chudasama R 51 , Dutta D 51 , Jha V 51 , Kumar V 51 , Mohanty AK 51 , Pant LM 51 , Shukla P 51 , Topkar A 51 , Aziz T 52 , Banerjee S 52 , Bhowmik S 52 , Chatterjee RM 52 , Dewanjee RK 52 , Dugad S 52 , Ganguly S 52 , Ghosh S 52 , Guchait M 52 , Gurtu A 52 , Kole G 52 , Kumar S 52 , Mahakud B 52 , Maity M 52 , Majumder G 52 , Mazumdar K 52 , Mitra S 52 , Mohanty GB 52 , Parida B 52 , Sarkar T 52 , Sur N 52 , Sutar B 52 , Wickramage N 52 , Chauhan S 52 , Dube S 52 , Kapoor A 52 , Kothekar K 52 , Sharma S 53 , Bakhshiansohi H 54 , Behnamian H 54 , Etesami SM 54 , Fahim A 54 , Goldouzian R 54 , Khakzad M 54 , Mohammadi Najafabadi M 54 , Naseri M 54 , Paktinat Mehdiabadi S 54 , Rezaei Hosseinabadi F 54 , Safarzadeh B 54 , Zeinali M 54 , Felcini M 55 , Grunewald M 55 , Abbrescia M 56 , Calabria C 56 , Caputo C 56 , Colaleo A 56 , Creanza D 56 , Cristella L 56 , De Filippis N 56 , De Palma M 56 , Fiore L 56 , Iaselli G 56 , Maggi G 56 , Miniello G 56 , Maggi M 56 , My S 56 , Nuzzo S 56 , Pompili A 56 , Pugliese G 56 , Radogna R 56 , Ranieri A 56 , Selvaggi G 56 , Silvestris L 56 , Venditti R 56 , Verwilligen P 56 , Abbiendi G 57 , Battilana C 57 , Benvenuti AC 57 , Bonacorsi D 57 , Braibant-Giacomelli S 57 , Brigliadori L 57 , Campanini R 57 , Capiluppi P 57 , Castro A 57 , Cavallo FR 57 , Chhibra SS 57 , Codispoti G 57 , Cuffiani M 57 , Dallavalle GM 57 , Fabbri F 57 , Fanfani A 57 , Fasanella D 57 , Giacomelli P 57 , Grandi C 57 , Guiducci L 57 , Marcellini S 57 , Masetti G 57 , Montanari A 57 , Navarria FL 57 , Perrotta A 57 , Rossi AM 57 , Primavera F 57 , Rovelli T 57 , Siroli GP 57 , Tosi N 57 , Travaglini R 57 , Cappello G 58 , Chiorboli M 58 , Costa S 58 , Mattia AD 58 , Giordano F 58 , Potenza R 58 , Tricomi A 58 , Tuve C 58 , Barbagli G 59 , Ciulli V 59 , Civinini C 59 , D'Alessandro R 59 , Focardi E 59 , Gonzi S 59 , Gori V 59 , Lenzi P 59 , Meschini M 59 , Paoletti S 59 , Sguazzoni G 59 , Tropiano A 59 , Viliani L 59 , Benussi L 60 , Bianco S 60 , Fabbri F 60 , Piccolo D 60 , Primavera F 60 , Calvelli V 61 , Ferro F 61 , Lo Vetere M 61 , Monge MR 61 , Robutti E 61 , Tosi S 61 , Brianza L 62 , Dinardo ME 62 , Fiorendi S 62 , Gennai S 62 , Gerosa R 62 , Ghezzi A 62 , Govoni P 62 , Malvezzi S 62 , Manzoni RA 62 , Marzocchi B 62 , Menasce D 62 , Moroni L 62 , Paganoni M 62 , Pedrini D 62 , Ragazzi S 62 , Redaelli N 62 , Tabarelli de Fatis T 62 , Buontempo S 63 , Cavallo N 63 , Di Guida S 63 , Esposito M 63 , Fabozzi F 63 , Iorio AO 63 , Lanza G 63 , Lista L 63 , Meola S 63 , Merola M 63 , Paolucci P 63 , Sciacca C 63 , Thyssen F 63 , Azzi P 64 , Bacchetta N 64 , Benato L 64 , Bisello D 64 , Boletti A 64 , Branca A 64 , Carlin R 64 , Checchia P 64 , Dall'Osso M 64 , Dorigo T 64 , Dosselli U 64 , Fantinel S 64 , Fanzago F 64 , Gasparini F 64 , Gasparini U 64 , Gozzelino A 64 , Kanishchev K 64 , Lacaprara S 64 , Margoni M 64 , Meneguzzo AT 64 , Pazzini J 64 , Pozzobon N 64 , Ronchese P 64 , Simonetto F 64 , Torassa E 64 , Tosi M 64 , Zanetti M 64 , Zotto P 64 , Zucchetta A 64 , Braghieri A 64 , Magnani A 64 , Montagna P 64 , Ratti SP 65 , Re V 65 , Riccardi C 65 , Salvini P 65 , Vai I 65 , Vitulo P 65 , Alunni Solestizi L 66 , Bilei GM 66 , Ciangottini D 66 , Fanò L 66 , Lariccia P 66 , Mantovani G 66 , Menichelli M 66 , Saha A 66 , Santocchia A 66 , Androsov K 67 , Azzurri P 67 , Bagliesi G 67 , Bernardini J 67 , Boccali T 67 , Castaldi R 67 , Ciocci MA 67 , Dell'Orso R 67 , Donato S 67 , Fedi G 67 , Fiori F 67 , Foà L 67 , Giassi A 67 , Grippo MT 67 , Ligabue F 67 , Lomtadze T 67 , Martini L 67 , Messineo A 67 , Palla F 67 , Rizzi A 67 , Savoy-Navarro A 67 , Serban AT 67 , Spagnolo P 67 , Tenchini R 67 , Tonelli G 67 , Venturi A 67 , Verdini PG 67 , Barone L 68 , Cavallari F 68 , D'imperio G 68 , Del Re D 68 , Diemoz M 68 , Gelli S 68 , Jorda C 68 , Longo E 68 , Margaroli F 68 , Meridiani P 68 , Organtini G 68 , Paramatti R 68 , Preiato F 68 , Rahatlou S 68 , Rovelli C 68 , Santanastasio F 68 , Traczyk P 68 , Amapane N 69 , Arcidiacono R 69 , Argiro S 69 , Arneodo M 69 , Bellan R 69 , Biino C 69 , Cartiglia N 69 , Costa M 69 , Covarelli R 69 , Degano A 69 , Demaria N 69 , Finco L 69 , Kiani B 69 , Mariotti C 69 , Maselli S 69 , Migliore E 69 , Monaco V 69 , Monteil E 69 , Obertino MM 69 , Pacher L 69 , Pastrone N 69 , Pelliccioni M 69 , Pinna Angioni GL 69 , Ravera F 69 , Potenza A 69 , Romero A 69 , Ruspa M 69 , Sacchi R 69 , Solano A 69 , Staiano A 69 , Belforte S 70 , Candelise V 70 , Casarsa M 70 , Cossutti F 70 , Della Ricca G 70 , Gobbo B 70 , La Licata C 70 , Marone M 70 , Schizzi A 70 , Zanetti A 70 , Kropivnitskaya TA 71 , Nam SK 71 , Kim DH 72 , Kim GN 72 , Kim MS 72 , Kim MS 72 , Kong DJ 72 , Lee S 72 , Oh YD 72 , Sakharov A 72 , Son DC 72 , Brochero Cifuentes JA 73 , Kim H 73 , Kim TJ 73 , Song S 74 , Choi S 75 , Go Y 75 , Gyun D 75 , Hong B 75 , Kim H 75 , Kim Y 75 , Lee B 75 , Lee K 75 , Lee KS 75 , Lee S 75 , Lee S 75 , Park SK 75 , Roh Y 75 , Yoo HD 76 , Choi M 77 , Kim H 77 , Kim JH 77 , Lee JS 77 , Park IC 77 , Ryu G 77 , Ryu MS 77 , Choi Y 78 , Goh J 78 , Kim D 78 , Kwon E 78 , Lee J 78 , Yu I 78 , Dudenas V 78 , Juodagalvis A 79 , Vaitkus J 79 , Ahmed I 79 , Ibrahim ZA 80 , Komaragiri JR 80 , Md Ali MA 80 , Mohamad Idris F 80 , Wan Abdullah WA 80 , Yusli MN 80 , Wan Abdullah WA 80 , Casimiro Linares E 80 , Castilla-Valdez H 81 , De La Cruz-Burelo E 81 , Heredia-De La Cruz I 81 , Hernandez-Almada A 81 , Lopez-Fernandez R 81 , Sanchez-Hernandez A 81 , Carrillo Moreno S 82 , Vazquez Valencia F 82 , Pedraza I 83 , Salazar Ibarguen HA 83 , Morelos Pineda A 84 , Krofcheck D 85 , Butler PH 86 , Ahmad A 87 , Ahmad M 87 , Hassan Q 87 , Hoorani HR 87 , Khan WA 87 , Khurshid T 87 , Shoaib M 87 , Bialkowska H 88 , Bluj M 88 , Boimska B 88 , Frueboes T 88 , Górski M 88 , Kazana M 88 , Nawrocki K 88 , Romanowska-Rybinska K 88 , Szleper M 88 , Zalewski P 88 , Brona G 89 , Bunkowski K 89 , Byszuk A 89 , Doroba K 89 , Kalinowski A 89 , Konecki M 89 , Krolikowski J 89 , Misiura M 89 , Olszewski M 89 , Walczak M 89 , Bargassa P 90 , Da Cruz E Silva CB 90 , Di Francesco A 90 , Faccioli P 90 , Parracho PG 90 , Gallinaro M 90 , Leonardo N 90 , Lloret Iglesias L 90 , Nguyen F 90 , Rodrigues Antunes J 90 , Seixas J 90 , Toldaiev O 90 , Vadruccio D 90 , Varela J 90 , Vischia P 90 , Afanasiev S 91 , Bunin P 91 , Gavrilenko M 91 , Golutvin I 91 , Gorbunov I 91 , Kamenev A 91 , Karjavin V 91 , Konoplyanikov V 91 , Lanev A 91 , Malakhov A 91 , Matveev V 91 , Moisenz P 91 , Palichik V 91 , Perelygin V 91 , Savina M 91 , Shmatov S 91 , Shulha S 91 , Smirnov V 91 , Zarubin A 91 , Golovtsov V 92 , Ivanov Y 92 , Kim V 92 , Kuznetsova E 92 , Levchenko P 92 , Murzin V 92 , Oreshkin V 92 , Smirnov I 92 , Sulimov V 92 , Uvarov L 92 , Vavilov S 92 , Vorobyev A 92 , Andreev Y 93 , Dermenev A 93 , Gninenko S 93 , Golubev N 93 , Karneyeu A 93 , Kirsanov M 93 , Krasnikov N 93 , Pashenkov A 93 , Tlisov D 93 , Toropin A 93 , Epshteyn V 94 , Gavrilov V 94 , Lychkovskaya N 94 , Popov V 94 , Pozdnyakov L 94 , Safronov G 94 , Spiridonov A 94 , Vlasov E 94 , Zhokin A 94 , Bylinkin A 95 , Andreev V 96 , Azarkin M 96 , Dremin I 96 , Kirakosyan M 96 , Leonidov A 96 , Mesyats G 96 , Rusakov SV 96 , Baskakov A 96 , Belyaev A 97 , Boos E 97 , Dubinin M 97 , Dudko L 97 , Ershov A 97 , Gribushin A 97 , Klyukhin V 97 , Kodolova O 97 , Lokhtin I 97 , Myagkov I 97 , Obraztsov S 97 , Petrushanko S 97 , Savrin V 97 , Snigirev A 97 , Azhgirey I 98 , Bayshev I 98 , Bitioukov S 98 , Kachanov V 98 , Kalinin A 98 , Konstantinov D 98 , Krychkine V 98 , Petrov V 98 , Ryutin R 98 , Sobol A 98 , Tourtchanovitch L 98 , Troshin S 98 , Tyurin N 98 , Uzunian A 98 , Volkov A 98 , Adzic P 99 , Cirkovic P 99 , Milosevic J 99 , Rekovic V 99 , Alcaraz Maestre J 100 , Battilana C 100 , Calvo E 100 , Cerrada M 100 , Chamizo Llatas M 100 , Colino N 100 , De La Cruz B 100 , Delgado Peris A 100 , Escalante Del Valle A 100 , Fernandez Bedoya C 100 , Ramos JP 100 , Flix J 100 , Fouz MC 100 , Garcia-Abia P 100 , Gonzalez Lopez O 100 , Goy Lopez S 100 , Hernandez JM 100 , Josa MI 100 , Navarro De Martino E 100 , Yzquierdo AP 100 , Puerta Pelayo J 100 , Quintario Olmeda A 100 , Redondo I 100 , Romero L 100 , Santaolalla J 100 , Soares MS 100 , Albajar C 101 , de Trocóniz JF 101 , Missiroli M 101 , Moran D 101 , Cuevas J 102 , Fernandez Menendez J 102 , Folgueras S 102 , Gonzalez Caballero I 102 , Palencia Cortezon E 102 , Vizan Garcia JM 102 , Cabrillo IJ 103 , Calderon A 103 , Castiñeiras De Saa JR 103 , De Castro Manzano P 103 , Fernandez M 103 , Garcia-Ferrero J 103 , Gomez G 103 , Lopez Virto A 103 , Marco J 103 , Marco R 103 , Martinez Rivero C 103 , Matorras F 103 , Piedra Gomez J 103 , Rodrigo T 103 , Rodríguez-Marrero AY 103 , Ruiz-Jimeno A 103 , Scodellaro L 103 , Trevisani N 103 , Vila I 103 , Vilar Cortabitarte R 103 , Abbaneo D 104 , Auffray E 104 , Auzinger G 104 , Bachtis M 104 , Baillon P 104 , Ball AH 104 , Barney D 104 , Benaglia A 104 , Bendavid J 104 , Benhabib L 104 , Benitez JF 104 , Berruti GM 104 , Bloch P 104 , Bocci A 104 , Bonato A 104 , Botta C 104 , Breuker H 104 , Camporesi T 104 , Castello R 104 , Cerminara G 104 , D'Alfonso M 104 , d'Enterria D 104 , Dabrowski A 104 , Daponte V 104 , David A 104 , De Gruttola M 104 , De Guio F 104 , De Roeck A 104 , De Visscher S 104 , Di Marco E 104 , Dobson M 104 , Dordevic M 104 , Dorney B 104 , du Pree T 104 , Duggan D 104 , Dünser M 104 , Dupont N 104 , Elliott-Peisert A 104 , Franzoni G 104 , Fulcher J 104 , Funk W 104 , Gigi D 104 , Gill K 104 , Giordano D 104 , Girone M 104 , Glege F 104 , Guida R 104 , Gundacker S 104 , Guthoff M 104 , Hammer J 104 , Harris P 104 , Hegeman J 104 , Innocente V 104 , Janot P 104 , Kirschenmann H 104 , Kortelainen MJ 104 , Kousouris K 104 , Krajczar K 104 , Lecoq P 104 , Lourenço C 104 , Lucchini MT 104 , Magini N 104 , Malgeri L 104 , Mannelli M 104 , Martelli A 104 , Masetti L 104 , Meijers F 104 , Mersi S 104 , Meschi E 104 , Moortgat F 104 , Morovic S 104 , Mulders M 104 , Nemallapudi MV 104 , Neugebauer H 104 , Orfanelli S 104 , Orsini L 104 , Pape L 104 , Perez E 104 , Peruzzi M 104 , Petrilli A 104 , Petrucciani G 104 , Pfeiffer A 104 , Piparo D 104 , Racz A 104 , Reis T 104 , Rolandi G 104 , Rovere M 104 , Ruan M 104 , Sakulin H 104 , Schäfer C 104 , Schwick C 104 , Seidel M 104 , Sharma A 104 , Silva P 104 , Simon M 104 , Sphicas P 104 , Steggemann J 104 , Stieger B 104 , Stoye M 104 , Takahashi Y 104 , Treille D 104 , Triossi A 104 , Tsirou A 104 , Veres GI 104 , Wardle N 104 , Wöhri HK 104 , Zagozdzinska A 104 , Zeuner WD 104 , Bertl W 105 , Deiters K 105 , Erdmann W 105 , Horisberger R 105 , Ingram Q 105 , Kaestli HC 105 , Kotlinski D 105 , Langenegger U 105 , Renker D 105 , Rohe T 105 , Bachmair F 106 , Bäni L 106 , Bianchini L 106 , Casal B 106 , Dissertori G 106 , Dittmar M 106 , Donegà M 106 , Eller P 106 , Grab C 106 , Heidegger C 106 , Hits D 106 , Hoss J 106 , Kasieczka G 106 , Lustermann W 106 , Mangano B 106 , Marionneau M 106 , Martinez Ruiz Del Arbol P 106 , Masciovecchio M 106 , Meister D 106 , Micheli F 106 , Musella P 106 , Nessi-Tedaldi F 106 , Pandolfi F 106 , Pata J 106 , Pauss F 106 , Perrozzi L 106 , Quittnat M 106 , Rossini M 106 , Starodumov A 106 , Takahashi M 106 , Tavolaro VR 106 , Theofilatos K 106 , Wallny R 106 , Aarrestad TK 107 , Amsler C 107 , Caminada L 107 , Canelli MF 107 , Chiochia V 107 , De Cosa A 107 , Galloni C 107 , Hinzmann A 107 , Hreus T 107 , Kilminster B 107 , Lange C 107 , Ngadiuba J 107 , Pinna D 107 , Robmann P 107 , Ronga FJ 107 , Salerno D 107 , Yang Y 107 , Cardaci M 108 , Chen KH 108 , Doan TH 108 , Jain S 108 , Khurana R 108 , Konyushikhin M 108 , Kuo CM 108 , Lin W 108 , Lu YJ 108 , Yu SS 108 , Kumar A 108 , Bartek R 109 , Chang P 109 , Chang YH 109 , Chao Y 109 , Chen KF 109 , Chen PH 109 , Dietz C 109 , Fiori F 109 , Grundler U 109 , Hou WS 109 , Hsiung Y 109 , Liu YF 109 , Lu RS 109 , Miñano Moya M 109 , Petrakou E 109 , Tsai JF 109 , Tzeng YM 109 , Asavapibhop B 110 , Kovitanggoon K 110 , Singh G 110 , Srimanobhas N 110 , Suwonjandee N 110 , Adiguzel A 111 , Bakirci MN 111 , Cerci S 111 , Demiroglu ZS 111 , Dozen C 111 , Eskut E 111 , Gecit FH 111 , Girgis S 111 , Gokbulut G 111 , Guler Y 111 , Guler Y 111 , Gurpinar E 111 , Hos I 111 , Kangal EE 111 , Onengut G 111 , Ozcan M 111 , Ozdemir K 111 , Polatoz A 111 , Sunar Cerci D 111 , Topakli H 111 , Vergili M 111 , Zorbilmez C 111 , Akin IV 112 , Bilin B 112 , Bilmis S 112 , Isildak B 112 , Karapinar G 112 , Yalvac M 112 , Zeyrek M 112 , Gülmez E 113 , Kaya M 113 , Kaya O 113 , Yetkin EA 113 , Yetkin T 113 , Cakir A 113 , Cankocak K 114 , Sen S 114 , Vardarlı FI 114 , Grynyov B 115 , Levchuk L 116 , Sorokin P 116 , Aggleton R 117 , Ball F 117 , Beck L 117 , Brooke JJ 117 , Clement E 117 , Cussans D 117 , Flacher H 117 , Goldstein J 117 , Grimes M 117 , Heath GP 117 , Heath HF 117 , Jacob J 117 , Kreczko L 117 , Lucas C 117 , Meng Z 117 , Newbold DM 117 , Paramesvaran S 117 , Poll A 117 , Sakuma T 117 , Seif El Nasr-Storey S 117 , Senkin S 117 , Smith D 117 , Smith VJ 117 , Bell KW 118 , Belyaev A 118 , Brew C 118 , Brown RM 118 , Calligaris L 118 , Cieri D 118 , Cockerill DJ 118 , Coughlan JA 118 , Harder K 118 , Harper S 118 , Olaiya E 118 , Petyt D 118 , Shepherd-Themistocleous CH 118 , Thea A 118 , Tomalin IR 118 , Williams T 118 , Worm SD 118 , Baber M 119 , Bainbridge R 119 , Buchmuller O 119 , Bundock A 119 , Burton D 119 , Casasso S 119 , Citron M 119 , Colling D 119 , Corpe L 119 , Cripps N 119 , Dauncey P 119 , Davies G 119 , De Wit A 119 , Della Negra M 119 , Dunne P 119 , Elwood A 119 , Elwood A 119 , Ferguson W 119 , Futyan D 119 , Hall G 119 , Iles G 119 , Kenzie M 119 , Lane R 119 , Lucas R 119 , Lyons L 119 , Magnan AM 119 , Malik S 119 , Nash J 119 , Nikitenko A 119 , Pela J 119 , Pesaresi M 119 , Petridis K 119 , Raymond DM 119 , Richards A 119 , Rose A 119 , Seez C 119 , Tapper A 119 , Uchida K 119 , Vazquez Acosta M 119 , Virdee T 119 , Zenz SC 119 , Cole JE 120 , Hobson PR 120 , Khan A 120 , Kyberd P 120 , Leggat D 120 , Leslie D 120 , Reid ID 120 , Symonds P 120 , Teodorescu L 120 , Turner M 120 , Borzou A 121 , Call K 121 , Dittmann J 121 , Hatakeyama K 121 , Liu H 121 , Pastika N 121 , Scarborough T 121 , Wu Z 121 , Charaf O 122 , Cooper SI 122 , Henderson C 122 , Rumerio P 122 , Arcaro D 122 , Avetisyan A 123 , Bose T 123 , Fantasia C 123 , Gastler D 123 , Lawson P 123 , Rankin D 123 , Richardson C 123 , Rohlf J 123 , St John J 123 , Sulak L 123 , Zou D 123 , Alimena J 124 , Berry E 124 , Bhattacharya S 124 , Cutts D 124 , Dhingra N 124 , Ferapontov A 124 , Garabedian A 124 , Hakala J 124 , Heintz U 124 , Laird E 124 , Landsberg G 124 , Mao Z 124 , Narain M 124 , Piperov S 124 , Sagir S 124 , Syarif R 124 , Breedon R 125 , Breto G 125 , De La Barca Sanchez MC 125 , Chauhan S 125 , Chertok M 125 , Conway J 125 , Conway R 125 , Cox PT 125 , Erbacher R 125 , Funk G 125 , Gardner M 125 , Ko W 125 , Lander R 125 , Mulhearn M 125 , Pellett D 125 , Pilot J 125 , Ricci-Tam F 125 , Shalhout S 125 , Smith J 125 , Squires M 125 , Stolp D 125 , Tripathi M 125 , Wilbur S 125 , Yohay R 125 , Bravo C 125 , Cousins R 126 , Everaerts P 126 , Farrell C 126 , Florent A 126 , Hauser J 126 , Ignatenko M 126 , Saltzberg D 126 , Schnaible C 126 , Valuev V 126 , Weber M 126 , Burt K 127 , Clare R 127 , Ellison J 127 , Gary JW 127 , Hanson G 127 , Heilman J 127 , Ivova Paneva M 127 , Jandir P 127 , Kennedy E 127 , Lacroix F 127 , Long OR 127 , Luthra A 127 , Malberti M 127 , Negrete MO 127 , Shrinivas A 127 , Wei H 127 , Wimpenny S 127 , Yates BR 127 , Branson JG 128 , Cerati GB 128 , Cittolin S 128 , D'Agnolo RT 128 , Derdzinski M 128 , Holzner A 128 , Kelley R 128 , Klein D 128 , Letts J 128 , Macneill I 128 , Olivito D 128 , Padhi S 128 , Pieri M 128 , Sani M 128 , Sharma V 128 , Simon S 128 , Tadel M 128 , Tu Y 128 , Vartak A 128 , Wasserbaech S 128 , Welke C 128 , Würthwein F 128 , Yagil A 128 , Zevi Della Porta G 128 , Bradmiller-Feld J 129 , Campagnari C 129 , Dishaw A 129 , Dutta V 129 , Flowers K 129 , Franco Sevilla M 129 , Geffert P 129 , George C 129 , Golf F 129 , Gouskos L 129 , Gran J 129 , Incandela J 129 , Mccoll N 129 , Mullin SD 129 , Mullin SD 129 , Richman J 129 , Stuart D 129 , Suarez I 129 , West C 129 , Yoo J 129 , Anderson D 130 , Apresyan A 130 , Bornheim A 130 , Bunn J 130 , Chen Y 130 , Duarte J 130 , Mott A 130 , Newman HB 130 , Pena C 130 , Pierini M 130 , Spiropulu M 130 , Vlimant JR 130 , Xie S 130 , Zhu RY 130 , Andrews MB 130 , Azzolini V 131 , Calamba A 131 , Carlson B 131 , Ferguson T 131 , Paulini M 131 , Russ J 131 , Sun M 131 , Vogel H 131 , Vorobiev I 131 , Cumalat JP 132 , Ford WT 132 , Gaz A 132 , Jensen F 132 , Johnson A 132 , Krohn M 132 , Mulholland T 132 , Nauenberg U 132 , Stenson K 132 , Wagner SR 132 , Alexander J 133 , Chatterjee A 133 , Chaves J 133 , Chu J 133 , Dittmer S 133 , Eggert N 133 , Mirman N 133 , Nicolas Kaufman G 133 , Patterson JR 133 , Rinkevicius A 133 , Ryd A 133 , Skinnari L 133 , Soffi L 133 , Sun W 133 , Tan SM 133 , Teo WD 133 , Thom J 133 , Thompson J 133 , Tucker J 133 , Weng Y 133 , Wittich P 133 , Abdullin S 134 , Albrow M 134 , Apollinari G 134 , Banerjee S 134 , Bauerdick LA 134 , Beretvas A 134 , Berryhill J 134 , Bhat PC 134 , Bolla G 134 , Burkett K 134 , Butler JN 134 , Cheung HW 134 , Chlebana F 134 , Cihangir S 134 , Elvira VD 134 , Fisk I 134 , Freeman J 134 , Gottschalk E 134 , Gray L 134 , Green D 134 , Grünendahl S 134 , Gutsche O 134 , Hanlon J 134 , Hare D 134 , Harris RM 134 , Hasegawa S 134 , Hirschauer J 134 , Hu Z 134 , Jayatilaka B 134 , Jindariani S 134 , Johnson M 134 , Joshi U 134 , Jung AW 134 , Klima B 134 , Kreis B 134 , Lammel S 134 , Linacre J 134 , Lincoln D 134 , Lipton R 134 , Liu T 134 , Lopes De Sá R 134 , Lykken J 134 , Maeshima K 134 , Marraffino JM 134 , Martinez Outschoorn VI 134 , Maruyama S 134 , Mason D 134 , McBride P 134 , Merkel P 134 , Mishra K 134 , Mrenna S 134 , Nahn S 134 , Newman-Holmes C 134 , O'Dell V 134 , Pedro K 134 , Prokofyev O 134 , Rakness G 134 , Sexton-Kennedy E 134 , Soha A 134 , Spalding WJ 134 , Spiegel L 134 , Strobbe N 134 , Taylor L 134 , Tkaczyk S 134 , Tran NV 134 , Uplegger L 134 , Vaandering EW 134 , Vernieri C 134 , Verzocchi M 134 , Vidal R 134 , Weber HA 134 , Whitbeck A 134 , Acosta D 135 , Avery P 135 , Bortignon P 135 , Bourilkov D 135 , Carnes A 135 , Carver M 135 , Curry D 135 , Das S 135 , Field RD 135 , Furic IK 135 , Gleyzer SV 135 , Hugon J 135 , Konigsberg J 135 , Korytov A 135 , Kotov K 135 , Low JF 135 , Ma P 135 , Matchev K 135 , Mei H 135 , Milenovic P 135 , Mitselmakher G 135 , Rank D 135 , Rossin R 135 , Shchutska L 135 , Snowball M 135 , Sperka D 135 , Terentyev N 135 , Thomas L 135 , Wang J 135 , Wang S 135 , Yelton J 135 , Hewamanage S 136 , Linn S 136 , Markowitz P 136 , Martinez G 136 , Rodriguez JL 136 , Adams JR 136 , Ackert A 136 , Adams T 137 , Askew A 137 , Bein S 137 , Bochenek J 137 , Diamond B 137 , Haas J 137 , Hagopian S 137 , Hagopian V 137 , Johnson KF 137 , Khatiwada A 137 , Prosper H 137 , Weinberg M 137 , Baarmand MM 137 , Bhopatkar V 137 , Colafranceschi S 137 , Hohlmann M 138 , Kalakhety H 138 , Noonan D 138 , Roy T 138 , Yumiceva F 138 , Adams MR 139 , Apanasevich L 139 , Berry D 139 , Betts RR 139 , Bucinskaite I 139 , Cavanaugh R 139 , Evdokimov O 139 , Gauthier L 139 , Gerber CE 139 , Hofman DJ 139 , Kurt P 139 , O'Brien C 139 , Sandoval Gonzalez LD 139 , Silkworth C 139 , Turner P 139 , Varelas N 139 , Wu Z 139 , Zakaria M 139 , Bilki B 140 , Clarida W 140 , Dilsiz K 140 , Durgut S 140 , Gandrajula RP 140 , Haytmyradov M 140 , Khristenko V 140 , Merlo JP 140 , Mermerkaya H 140 , Mestvirishvili A 140 , Moeller A 140 , Nachtman J 140 , Ogul H 140 , Onel Y 140 , Ozok F 140 , Penzo A 140 , Snyder C 140 , Tiras E 140 , Wetzel J 140 , Yi K 140 , Anderson I 140 , Anderson I 140 , Barnett BA 141 , Blumenfeld B 141 , Eminizer N 141 , Fehling D 141 , Feng L 141 , Gritsan AV 141 , Maksimovic P 141 , Martin C 141 , Osherson M 141 , Roskes J 141 , Sady A 141 , Sarica U 141 , Swartz M 141 , Xiao M 141 , Xin Y 141 , You C 141 , Xiao M 141 , Baringer P 142 , Bean A 142 , Benelli G 142 , Bruner C 142 , Kenny RP 142 , Majumder D 142 , Majumder D 142 , Malek M 142 , Murray M 142 , Sanders S 142 , Stringer R 142 , Wang Q 142 , Ivanov A 143 , Kaadze K 143 , Khalil S 143 , Makouski M 143 , Maravin Y 143 , Mohammadi A 143 , Saini LK 143 , Skhirtladze N 143 , Toda S 143 , Lange D 144 , Rebassoo F 144 , Wright D 144 , Anelli C 144 , Baden A 145 , Baron O 145 , Belloni A 145 , Calvert B 145 , Eno SC 145 , Ferraioli C 145 , Gomez JA 145 , Hadley NJ 145 , Jabeen S 145 , Jabeen S 145 , Kellogg RG 145 , Kolberg T 145 , Kunkle J 145 , Lu Y 145 , Mignerey AC 145 , Shin YH 145 , Skuja A 145 , Tonjes MB 145 , Tonwar SC 145 , Apyan A 146 , Barbieri R 146 , Baty A 146 , Bierwagen K 146 , Brandt S 146 , Bierwagen K 146 , Busza W 146 , Cali IA 146 , Demiragli Z 146 , Di Matteo L 146 , Gomez Ceballos G 146 , Goncharov M 146 , Gulhan D 146 , Iiyama Y 146 , Innocenti GM 146 , Klute M 146 , Kovalskyi D 146 , Lai YS 146 , Lee YJ 146 , Levin A 146 , Luckey PD 146 , Marini AC 146 , Mcginn C 146 , Mironov C 146 , Narayanan S 146 , Niu X 146 , Paus C 146 , Ralph D 146 , Roland C 146 , Roland G 146 , Salfeld-Nebgen J 146 , Stephans GS 146 , Sumorok K 146 , Varma M 146 , Velicanu D 146 , Veverka J 146 , Wang J 146 , Wang TW 146 , Wyslouch B 146 , Yang M 146 , Zhukova V 146 , Dahmes B 147 , Evans A 147 , Finkel A 147 , Gude A 147 , Hansen P 147 , Kalafut S 147 , Kao SC 147 , Klapoetke K 147 , Kubota Y 147 , Lesko Z 147 , Mans J 147 , Nourbakhsh S 147 , Ruckstuhl N 147 , Rusack R 147 , Tambe N 147 , Turkewitz J 147 , Acosta JG 148 , Oliveros S 148 , Avdeeva E 149 , Bloom K 149 , Bose S 149 , Claes DR 149 , Dominguez A 149 , Fangmeier C 149 , Gonzalez Suarez R 149 , Kamalieddin R 149 , Keller J 149 , Knowlton D 149 , Kravchenko I 149 , Meier F 149 , Monroy J 149 , Ratnikov F 149 , Siado JE 149 , Snow GR 149 , Alyari M 149 , Dolen J 150 , George J 150 , Godshalk A 150 , Harrington C 150 , Iashvili I 150 , Kaisen J 150 , Kharchilava A 150 , Kumar A 150 , Rappoccio S 150 , Roozbahani B 150 , Alverson G 151 , Barberis E 151 , Baumgartel D 151 , Chasco M 151 , Hortiangtham A 151 , Massironi A 151 , Morse DM 151 , Nash D 151 , Orimoto T 151 , Teixeira De Lima R 151 , Trocino D 151 , Wang RJ 151 , Wood D 151 , Zhang J 151 , Hahn KA 152 , Kubik A 152 , Mucia N 152 , Odell N 152 , Pollack B 152 , Pozdnyakov A 152 , Schmitt M 152 , Stoynev S 152 , Sung K 152 , Trovato M 152 , Velasco M 152 , Brinkerhoff A 153 , Dev N 153 , Hildreth M 153 , Jessop C 153 , Karmgard DJ 153 , Kellams N 153 , Lannon K 153 , Marinelli N 153 , Meng F 153 , Mueller C 153 , Musienko Y 153 , Planer M 153 , Reinsvold A 153 , Ruchti R 153 , Smith G 153 , Taroni S 153 , Valls N 153 , Wayne M 153 , Wolf M 153 , Woodard A 153 , Antonelli L 154 , Brinson J 154 , Bylsma B 154 , Durkin LS 154 , Flowers S 154 , Hart A 154 , Hill C 154 , Hughes R 154 , Ji W 154 , Ling TY 154 , Liu B 154 , Luo W 154 , Puigh D 154 , Rodenburg M 154 , Winer BL 154 , Wulsin HW 154 , Driga O 155 , Elmer P 155 , Hardenbrook J 155 , Hebda P 155 , Koay SA 155 , Lujan P 155 , Marlow D 155 , Medvedeva T 155 , Mooney M 155 , Olsen J 155 , Palmer C 155 , Piroué P 155 , Saka H 155 , Stickland D 155 , Tully C 155 , Zuranski A 155 , Malik S 156 , Barnes VE 157 , Benedetti D 157 , Bortoletto D 157 , Gutay L 157 , Jha MK 157 , Jones M 157 , Jung K 157 , Miller DH 157 , Neumeister N 157 , Primavera F 157 , Radburn-Smith BC 157 , Shi X 157 , Shipsey I 157 , Silvers D 157 , Sun J 157 , Svyatkovskiy A 157 , Wang F 157 , Xie W 157 , Xu L 157 , Parashar N 158 , Stupak J 158 , Adair A 159 , Akgun B 159 , Chen Z 159 , Ecklund KM 159 , Geurts FJ 159 , Guilbaud M 159 , Li W 159 , Michlin B 159 , Northup M 159 , Padley BP 159 , Redjimi R 159 , Roberts J 159 , Rorie J 159 , Tu Z 159 , Zabel J 159 , Betchart B 160 , Bodek A 160 , de Barbaro P 160 , Demina R 160 , Eshaq Y 160 , Ferbel T 160 , Galanti M 160 , Galanti M 160 , Garcia-Bellido A 160 , Han J 160 , Harel A 160 , Hindrichs O 160 , Hindrichs O 160 , Khukhunaishvili A 160 , Petrillo G 160 , Tan P 160 , Verzetti M 160 , Arora S 161 , Barker A 161 , Chou JP 161 , Contreras-Campana C 161 , Contreras-Campana E 161 , Ferencek D 161 , Gershtein Y 161 , Gray R 161 , Halkiadakis E 161 , Hidas D 161 , Hughes E 161 , Kaplan S 161 , Kunnawalkam Elayavalli R 161 , Lath A 161 , Nash K 161 , Panwalkar S 161 , Park M 161 , Salur S 161 , Schnetzer S 161 , Sheffield D 161 , Somalwar S 161 , Stone R 161 , Thomas S 161 , Thomassen P 161 , Walker M 161 , Foerster M 162 , Riley G 162 , Rose K 162 , Spanier S 162 , York A 162 , Bouhali O 163 , Castaneda Hernandez A 163 , Celik A 163 , Dalchenko M 163 , De Mattia M 163 , Delgado A 163 , Dildick S 163 , Dildick S 163 , Eusebi R 163 , Gilmore J 163 , Huang T 163 , Kamon T 163 , Krutelyov V 163 , Krutelyov V 163 , Mueller R 163 , Osipenkov I 163 , Pakhotin Y 163 , Patel R 163 , Patel R 163 , Perloff A 163 , Rose A 163 , Safonov A 163 , Tatarinov A 163 , Ulmer KA 163 , Akchurin N 164 , Cowden C 164 , Damgov J 164 , Dragoiu C 164 , Dudero PR 164 , Faulkner J 164 , Kunori S 164 , Lamichhane K 164 , Lee SW 164 , Libeiro T 164 , Undleeb S 164 , Volobouev I 164 , Appelt E 165 , Delannoy AG 165 , Greene S 165 , Gurrola A 165 , Janjam R 165 , Johns W 165 , Maguire C 165 , Mao Y 165 , Melo A 165 , Ni H 165 , Sheldon P 165 , Snook B 165 , Tuo S 165 , Velkovska J 165 , Xu Q 165 , Arenton MW 166 , Cox B 166 , Francis B 166 , Goodell J 166 , Hirosky R 166 , Ledovskoy A 166 , Li H 166 , Lin C 166 , Neu C 166 , Sinthuprasith T 166 , Sun X 166 , Wang Y 166 , Wolfe E 166 , Wood J 166 , Xia F 166 , Clarke C 167 , Harr R 167 , Karchin PE 167 , Kottachchi Kankanamge Don C 167 , Lamichhane P 167 , Sturdy J 167 , Belknap DA 167 , Carlsmith D 168 , Cepeda M 168 , Dasu S 168 , Dodd L 168 , Duric S 168 , Gomber B 168 , Grothe M 168 , Hall-Wilton R 168 , Herndon M 168 , Hervé A 168 , Klabbers P 168 , Lanaro A 168 , Levine A 168 , Long K 168 , Loveless R 168 , Mohapatra A 168 , Ojalvo I 168 , Perry T 168 , Pierro GA 168 , Polese G 168 , Ruggles T 168 , Sarangi T 168 , Savin A 168 , Sharma A 168 , Smith N 168 , Smith WH 168 , Taylor D 168 , Woods N 168 , CMS Collaboration

Affiliations 

  • 1 Yerevan Physics Institute, Yerevan, Armenia
  • 2 Institut für Hochenergiephysik der OeAW, Vienna, Austria
  • 3 National Centre for Particle and High Energy Physics, Minsk, Belarus
  • 4 Universiteit Antwerpen, Antwerp, Belgium
  • 5 Vrije Universiteit Brussel, Brussels, Belgium
  • 6 Université Libre de Bruxelles, Brussels, Belgium
  • 7 Ghent University, Ghent, Belgium
  • 8 Université Catholique de Louvain, Louvain-la-Neuve, Belgium
  • 9 Université de Mons, Mons, Belgium
  • 10 Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
  • 11 Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
  • 12 Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
  • 13 Institute for Nuclear Research and Nuclear Energy, Sofia, Bulgaria
  • 14 University of Sofia, Sofia, Bulgaria
  • 15 Institute of High Energy Physics, Beijing, China
  • 16 State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
  • 17 Universidad de Los Andes, Bogota, Colombia
  • 18 Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
  • 19 Faculty of Science, University of Split, Split, Croatia
  • 20 Institute Rudjer Boskovic, Zagreb, Croatia
  • 21 University of Cyprus, Nicosia, Cyprus
  • 22 Charles University, Prague, Czech Republic
  • 23 Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
  • 24 National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
  • 25 Department of Physics, University of Helsinki, Helsinki, Finland
  • 26 Helsinki Institute of Physics, Helsinki, Finland
  • 27 Lappeenranta University of Technology, Lappeenranta, Finland
  • 28 DSM/IRFU, CEA/Saclay, Gif-sur-Yvette, France
  • 29 Laboratoire Leprince-Ringuet, Ecole Polytechnique, IN2P3-CNRS, Palaiseau, France
  • 30 Institut Pluridisciplinaire Hubert Curien, Université de Strasbourg, Université de Haute Alsace Mulhouse, CNRS/IN2P3, Strasbourg, France
  • 31 Centre de Calcul de l'Institut National de Physique Nucleaire et de Physique des Particules, CNRS/IN2P3, Villeurbanne, France
  • 32 Institut de Physique Nucléaire de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, CNRS-IN2P3, Villeurbanne, France
  • 33 Georgian Technical University, Tbilisi, Georgia
  • 34 Tbilisi State University, Tbilisi, Georgia
  • 35 I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
  • 36 III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
  • 37 III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
  • 38 Deutsches Elektronen-Synchrotron, Hamburg, Germany
  • 39 University of Hamburg, Hamburg, Germany
  • 40 Institut für Experimentelle Kernphysik, Karlsruhe, Germany
  • 41 Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
  • 42 University of Athens, Athens, Greece
  • 43 University of Ioánnina, Ioánnina, Greece
  • 44 Wigner Research Centre for Physics, Budapest, Hungary
  • 45 Institute of Nuclear Research ATOMKI, Debrecen, Hungary
  • 46 University of Debrecen, Debrecen, Hungary
  • 47 National Institute of Science Education and Research, Bhubaneswar, India
  • 48 Panjab University, Chandigarh, India
  • 49 University of Delhi, Delhi, India
  • 50 Saha Institute of Nuclear Physics, Kolkata, India
  • 51 Bhabha Atomic Research Centre, Mumbai, India
  • 52 Tata Institute of Fundamental Research, Mumbai, India
  • 53 Indian Institute of Science Education and Research (IISER), Pune, India
  • 54 Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
  • 55 University College Dublin, Dublin, Ireland
  • 56 INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
  • 57 INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
  • 58 INFN Sezione di Catania, Università di Catania, Catania, Italy
  • 59 INFN Sezione di Firenze, Università di Firenze, Florence, Italy
  • 60 INFN Laboratori Nazionali di Frascati, Frascati, Italy
  • 61 INFN Sezione di Genova, Università di Genova, Genoa, Italy
  • 62 INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
  • 63 INFN Sezione di Napoli, Università di Napoli 'Federico II', Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Rome, Italy
  • 64 INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy
  • 65 INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
  • 66 INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
  • 67 INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy
  • 68 INFN Sezione di Roma, Università di Roma, Rome, Italy
  • 69 INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy
  • 70 INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
  • 71 Kangwon National University, Chunchon, Korea
  • 72 Kyungpook National University, Daegu, Korea
  • 73 Chonbuk National University, Jeonju, Korea
  • 74 Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
  • 75 Korea University, Seoul, Korea
  • 76 Seoul National University, Seoul, Korea
  • 77 University of Seoul, Seoul, Korea
  • 78 Sungkyunkwan University, Suwon, Korea
  • 79 Vilnius University, Vilnius, Lithuania
  • 80 National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
  • 81 Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
  • 82 Universidad Iberoamericana, Mexico City, Mexico
  • 83 Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
  • 84 Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
  • 85 University of Auckland, Auckland, New Zealand
  • 86 University of Canterbury, Christchurch, New Zealand
  • 87 National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
  • 88 National Centre for Nuclear Research, Swierk, Poland
  • 89 Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
  • 90 Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
  • 91 Joint Institute for Nuclear Research, Dubna, Russia
  • 92 Petersburg Nuclear Physics Institute, Gatchina, St. Petersburg, Russia
  • 93 Institute for Nuclear Research, Moscow, Russia
  • 94 Institute for Theoretical and Experimental Physics, Moscow, Russia
  • 95 National Research Nuclear University 'Moscow Engineering Physics Institute'(MEPhI), Moscow, Russia
  • 96 P. N. Lebedev Physical Institute, Moscow, Russia
  • 97 Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia
  • 98 State Research Center of Russian Federation, Institute for High Energy Physics, Protvino, Russia
  • 99 Faculty of Physics and Vinca Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
  • 100 Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
  • 101 Universidad Autónoma de Madrid, Madrid, Spain
  • 102 Universidad de Oviedo, Oviedo, Spain
  • 103 Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
  • 104 CERN, European Organization for Nuclear Research, Geneva, Switzerland
  • 105 Paul Scherrer Institut, Villigen, Switzerland
  • 106 Institute for Particle Physics, ETH Zurich, Zurich, Switzerland
  • 107 Universität Zürich, Zurich, Switzerland
  • 108 National Central University, Chung-Li, Taiwan
  • 109 National Taiwan University (NTU), Taipei, Taiwan
  • 110 Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
  • 111 Cukurova University, Adana, Turkey
  • 112 Physics Department, Middle East Technical University, Ankara, Turkey
  • 113 Bogazici University, Istanbul, Turkey
  • 114 Istanbul Technical University, Istanbul, Turkey
  • 115 Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkov, Ukraine
  • 116 National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine
  • 117 University of Bristol, Bristol, UK
  • 118 Rutherford Appleton Laboratory, Didcot, UK
  • 119 Imperial College, London, UK
  • 120 Brunel University, Uxbridge, UK
  • 121 Baylor University, Waco, USA
  • 122 The University of Alabama, Tuscaloosa, USA
  • 123 Boston University, Boston, USA
  • 124 Brown University, Providence, USA
  • 125 University of California, Davis, Davis, USA
  • 126 University of California, Los Angeles, USA
  • 127 University of California, Riverside, Riverside, USA
  • 128 University of California, San Diego, La Jolla, USA
  • 129 University of California, Santa Barbara, Santa Barbara, USA
  • 130 California Institute of Technology, Pasadena, USA
  • 131 Carnegie Mellon University, Pittsburgh, USA
  • 132 University of Colorado Boulder, Boulder, USA
  • 133 Cornell University, Ithaca, USA
  • 134 Fermi National Accelerator Laboratory, Batavia, USA
  • 135 University of Florida, Gainesville, USA
  • 136 Florida International University, Miami, USA
  • 137 Florida State University, Tallahassee, USA
  • 138 Florida Institute of Technology, Melbourne, USA
  • 139 University of Illinois at Chicago (UIC), Chicago, USA
  • 140 The University of Iowa, Iowa City, USA
  • 141 Johns Hopkins University, Baltimore, USA
  • 142 The University of Kansas, Lawrence, USA
  • 143 Kansas State University, Manhattan, USA
  • 144 Lawrence Livermore National Laboratory, Livermore, USA
  • 145 University of Maryland, College Park, USA
  • 146 Massachusetts Institute of Technology, Cambridge, USA
  • 147 University of Minnesota, Minneapolis, USA
  • 148 University of Mississippi, Oxford, USA
  • 149 University of Nebraska-Lincoln, Lincoln, USA
  • 150 State University of New York at Buffalo, Buffalo, USA
  • 151 Northeastern University, Boston, USA
  • 152 Northwestern University, Evanston, USA
  • 153 University of Notre Dame, Notre Dame, USA
  • 154 The Ohio State University, Columbus, USA
  • 155 Princeton University, Princeton, USA
  • 156 University of Puerto Rico, Mayagüez, USA
  • 157 Purdue University, West Lafayette, USA
  • 158 Purdue University Calumet, Hammond, USA
  • 159 Rice University, Houston, USA
  • 160 University of Rochester, Rochester, USA
  • 161 Rutgers, The State University of New Jersey, Piscataway, USA
  • 162 University of Tennessee, Knoxville, USA
  • 163 Texas A&M University, College Station, USA
  • 164 Texas Tech University, Lubbock, USA
  • 165 Vanderbilt University, Nashville, USA
  • 166 University of Virginia, Charlottesville, USA
  • 167 Wayne State University, Detroit, USA
  • 168 University of Wisconsin, Madison, USA
Eur Phys J C Part Fields, 2016 03 17;76:155.
PMID: 27471433

Abstract

New sets of parameters ("tunes") for the underlying-event (UE) modelling of the pythia8, pythia6 and herwig++ Monte Carlo event generators are constructed using different parton distribution functions. Combined fits to CMS UE proton-proton ([Formula: see text]) data at [Formula: see text] and to UE proton-antiproton ([Formula: see text]) data from the CDF experiment at lower [Formula: see text], are used to study the UE models and constrain their parameters, providing thereby improved predictions for proton-proton collisions at 13[Formula: see text]. In addition, it is investigated whether the values of the parameters obtained from fits to UE observables are consistent with the values determined from fitting observables sensitive to double-parton scattering processes. Finally, comparisons are presented of the UE tunes to "minimum bias" (MB) events, multijet, and Drell-Yan ([Formula: see text] lepton-antilepton+jets) observables at 7 and 8[Formula: see text], as well as predictions for MB and UE observables at 13[Formula: see text].

* Title and MeSH Headings from MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.

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