Fulltext

Measurement of differential cross sections for Z boson production in association with jets in proton-proton collisions at s = 13 TeV

Sirunyan AM 1 , Tumasyan A 1 , Adam W 2 , Ambrogi F 2 , Asilar E 2 , Bergauer T 2 Show all authors , Brandstetter J 2 , Brondolin E 2 , Dragicevic M 2 , Erö J 2 , Del Valle AE 2 , Flechl M 2 , Friedl M 2 , Frühwirth R 2 , Ghete VM 2 , Hrubec J 2 , Jeitler M 2 , Krammer N 2 , Krätschmer I 2 , Liko D 2 , Madlener T 2 , Mikulec I 2 , Rad N 2 , Rohringer H 2 , Schieck J 2 , Schöfbeck R 2 , Spanring M 2 , Spitzbart D 2 , Taurok A 2 , Waltenberger W 2 , Wittmann J 2 , Wulz CE 2 , Zarucki M 2 , Chekhovsky V 3 , Mossolov V 3 , Gonzalez JS 3 , De Wolf EA 4 , Di Croce D 4 , Janssen X 4 , Lauwers J 4 , Pieters M 4 , Van De Klundert M 4 , Van Haevermaet H 4 , Van Mechelen P 4 , Van Remortel N 4 , Zeid SA 5 , Blekman F 5 , D'Hondt J 5 , De Bruyn I 5 , De Clercq J 5 , Deroover K 5 , Flouris G 5 , Lontkovskyi D 5 , Lowette S 5 , Marchesini I 5 , Moortgat S 5 , Moreels L 5 , Python Q 5 , Skovpen K 5 , Tavernier S 5 , Van Doninck W 5 , Van Mulders P 5 , Van Parijs I 5 , Beghin D 6 , Bilin B 6 , Brun H 6 , Clerbaux B 6 , De Lentdecker G 6 , Delannoy H 6 , Dorney B 6 , Fasanella G 6 , Favart L 6 , Goldouzian R 6 , Grebenyuk A 6 , Kalsi AK 6 , Lenzi T 6 , Luetic J 6 , Seva T 6 , Starling E 6 , Velde CV 6 , Vanlaer P 6 , Vannerom D 6 , Cornelis T 7 , Dobur D 7 , Fagot A 7 , Gul M 7 , Khvastunov I 7 , Poyraz D 7 , Roskas C 7 , Trocino D 7 , Tytgat M 7 , Verbeke W 7 , Vermassen B 7 , Vit M 7 , Zaganidis N 7 , Bakhshiansohi H 8 , Bondu O 8 , Brochet S 8 , Bruno G 8 , Caputo C 8 , David P 8 , Delaere C 8 , Delcourt M 8 , Francois B 8 , Giammanco A 8 , Krintiras G 8 , Lemaitre V 8 , Magitteri A 8 , Mertens A 8 , Musich M 8 , Piotrzkowski K 8 , Saggio A 8 , Marono MV 8 , Wertz S 8 , Zobec J 8 , Júnior WLA 9 , Alves FL 9 , Alves GA 9 , Brito L 9 , Silva GC 9 , Hensel C 9 , Moraes A 9 , Pol ME 9 , Teles PR 9 , Chagas EBBD 10 , Carvalho W 10 , Chinellato J 10 , Coelho E 10 , Costa EMD 10 , Silveira GGD 10 , Damiao DJ 10 , De Souza SF 10 , Malbouisson H 10 , Jaime MM 10 , De Almeida MM 10 , Herrera CM 10 , Mundim L 10 , Nogima H 10 , Rosas LJS 10 , Santoro A 10 , Sznajder A 10 , Thiel M 10 , Manganote EJT 10 , De Araujo FTDS 10 , Pereira AV 10 , Ahuja S 11 , Bernardes CA 11 , Calligaris L 11 , Tomei TRFP 11 , Gregores EM 11 , Mercadante PG 11 , Novaes SF 11 , Padula SS 11 , Abad DR 11 , Vargas JCR 11 , Aleksandrov A 12 , Hadjiiska R 12 , Iaydjiev P 12 , Marinov A 12 , Misheva M 12 , Rodozov M 12 , Shopova M 12 , Sultanov G 12 , Dimitrov A 13 , Litov L 13 , Pavlov B 13 , Petkov P 13 , Fang W 14 , Gao X 14 , Yuan L 14 , Ahmad M 15 , Bian JG 15 , Chen GM 15 , Chen HS 15 , Chen M 15 , Chen Y 15 , Jiang CH 15 , Leggat D 15 , Liao H 15 , Liu Z 15 , Romeo F 15 , Shaheen SM 15 , Spiezia A 15 , Tao J 15 , Wang C 15 , Wang Z 15 , Yazgan E 15 , Zhang H 15 , Zhao J 15 , Ban Y 16 , Chen G 16 , Li J 16 , Li Q 16 , Liu S 16 , Mao Y 16 , Qian SJ 16 , Wang D 16 , Xu Z 16 , Wang Y 17 , Avila C 18 , Cabrera A 18 , Montoya CAC 18 , Sierra LFC 18 , Florez C 18 , Hernández CFG 18 , Delgado MAS 18 , Courbon B 19 , Godinovic N 19 , Lelas D 19 , Puljak I 19 , Sculac T 19 , Antunovic Z 20 , Kovac M 20 , Brigljevic V 21 , Ferencek D 21 , Kadija K 21 , Mesic B 21 , Starodumov A 21 , Susa T 21 , Ather MW 22 , Attikis A 22 , Mavromanolakis G 22 , Mousa J 22 , Nicolaou C 22 , Ptochos F 22 , Razis PA 22 , Rykaczewski H 22 , Finger M 23 , Finger M 23 , Jarrin EC 24 , Mohamed A 25 , Mohammed Y 25 , Salama E 25 , Bhowmik S 26 , De Oliveira ACA 26 , Dewanjee RK 26 , Kadastik M 26 , Perrini L 26 , Raidal M 26 , Veelken C 26 , Eerola P 27 , Kirschenmann H 27 , Pekkanen J 27 , Voutilainen M 27 , Havukainen J 28 , Heikkilä JK 28 , Järvinen T 28 , Karimäki V 28 , Kinnunen R 28 , Lampén T 28 , Lassila-Perini K 28 , Laurila S 28 , Lehti S 28 , Lindén T 28 , Luukka P 28 , Mäenpää T 28 , Siikonen H 28 , Tuominen E 28 , Tuominiemi J 28 , Tuuva T 29 , Besancon M 30 , Couderc F 30 , Dejardin M 30 , Denegri D 30 , Faure JL 30 , Ferri F 30 , Ganjour S 30 , Givernaud A 30 , Gras P 30 , de Monchenault GH 30 , Jarry P 30 , Leloup C 30 , Locci E 30 , Machet M 30 , Malcles J 30 , Negro G 30 , Rander J 30 , Rosowsky A 30 , Sahin MÖ 30 , Titov M 30 , Abdulsalam A 31 , Amendola C 31 , Antropov I 31 , Baffioni S 31 , Beaudette F 31 , Busson P 31 , Cadamuro L 31 , Charlot C 31 , de Cassagnac RG 31 , Jo M 31 , Kucher I 31 , Lisniak S 31 , Lobanov A 31 , Blanco JM 31 , Nguyen M 31 , Ochando C 31 , Ortona G 31 , Paganini P 31 , Pigard P 31 , Salerno R 31 , Sauvan JB 31 , Sirois Y 31 , Leiton AGS 31 , Yilmaz Y 31 , Zabi A 31 , Zghiche A 31 , Agram JL 32 , Andrea J 32 , Bloch D 32 , Brom JM 32 , Chabert EC 32 , Collard C 32 , Conte E 32 , Coubez X 32 , Drouhin F 32 , Fontaine JC 32 , Gelé D 32 , Goerlach U 32 , Jansová M 32 , Juillot P 32 , Le Bihan AC 32 , Tonon N 32 , Van Hove P 32 , Gadrat S 33 , Beauceron S 34 , Bernet C 34 , Boudoul G 34 , Chanon N 34 , Chierici R 34 , Contardo D 34 , Depasse P 34 , Mamouni HE 34 , Fay J 34 , Finco L 34 , Gascon S 34 , Gouzevitch M 34 , Grenier G 34 , Ille B 34 , Lagarde F 34 , Laktineh IB 34 , Lattaud H 34 , Lethuillier M 34 , Mirabito L 34 , Pequegnot AL 34 , Perries S 34 , Popov A 34 , Sordini V 34 , Donckt MV 34 , Viret S 34 , Zhang S 34 , Toriashvili T 35 , Tsamalaidze Z 36 , Autermann C 37 , Feld L 37 , Kiesel MK 37 , Klein K 37 , Lipinski M 37 , Preuten M 37 , Rauch MP 37 , Schomakers C 37 , Schulz J 37 , Teroerde M 37 , Wittmer B 37 , Zhukov V 37 , Albert A 38 , Duchardt D 38 , Endres M 38 , Erdmann M 38 , Erdweg S 38 , Esch T 38 , Fischer R 38 , Ghosh S 38 , Güth A 38 , Hebbeker T 38 , Heidemann C 38 , Hoepfner K 38 , Knutzen S 38 , Merschmeyer M 38 , Meyer A 38 , Millet P 38 , Mukherjee S 38 , Pook T 38 , Radziej M 38 , Reithler H 38 , Rieger M 38 , Scheuch F 38 , Teyssier D 38 , Thüer S 38 , Flügge G 39 , Kargoll B 39 , Kress T 39 , Künsken A 39 , Müller T 39 , Nehrkorn A 39 , Nowack A 39 , Pistone C 39 , Pooth O 39 , Stahl A 39 , Martin MA 40 , Arndt T 40 , Asawatangtrakuldee C 40 , Babounikau I 40 , Beernaert K 40 , Behnke O 40 , Behrens U 40 , Martínez AB 40 , Bertsche D 40 , Anuar AAB 40 , Borras K 40 , Botta V 40 , Campbell A 40 , Connor P 40 , Contreras-Campana C 40 , Costanza F 40 , Danilov V 40 , De Wit A 40 , Defranchis MM 40 , Pardos CD 40 , Damiani DD 40 , Eckerlin G 40 , Eckstein D 40 , Eichhorn T 40 , Elwood A 40 , Eren E 40 , Gallo E 40 , Geiser A 40 , Luyando JMG 40 , Grohsjean A 40 , Gunnellini P 40 , Guthoff M 40 , Harb A 40 , Hauk J 40 , Jung H 40 , Kasemann M 40 , Keaveney J 40 , Kleinwort C 40 , Knolle J 40 , Krücker D 40 , Lange W 40 , Lelek A 40 , Lenz T 40 , Lipka K 40 , Lohmann W 40 , Mankel R 40 , Melzer-Pellmann IA 40 , Meyer AB 40 , Meyer M 40 , Missiroli M 40 , Mittag G 40 , Mnich J 40 , Mussgiller A 40 , Pflitsch SK 40 , Pitzl D 40 , Raspereza A 40 , Savitskyi M 40 , Saxena P 40 , Schütze P 40 , Schwanenberger C 40 , Shevchenko R 40 , Singh A 40 , Stefaniuk N 40 , Tholen H 40 , Van Onsem GP 40 , Walsh R 40 , Wen Y 40 , Wichmann K 40 , Wissing C 40 , Zenaiev O 40 , Aggleton R 41 , Bein S 41 , Benecke A 41 , Blobel V 41 , Vignali MC 41 , Dreyer T 41 , Garutti E 41 , Gonzalez D 41 , Haller J 41 , Hinzmann A 41 , Hoffmann M 41 , Karavdina A 41 , Kasieczka G 41 , Klanner R 41 , Kogler R 41 , Kovalchuk N 41 , Kurz S 41 , Kutzner V 41 , Lange J 41 , Marconi D 41 , Multhaup J 41 , Niedziela M 41 , Nowatschin D 41 , Peiffer T 41 , Perieanu A 41 , Reimers A 41 , Rieger O 41 , Scharf C 41 , Schleper P 41 , Schmidt A 41 , Schumann S 41 , Schwandt J 41 , Sonneveld J 41 , Stadie H 41 , Steinbrück G 41 , Stober FM 41 , Stöver M 41 , Troendle D 41 , Usai E 41 , Vanhoefer A 41 , Vormwald B 41 , Akbiyik M 42 , Barth C 42 , Baselga M 42 , Baur S 42 , Butz E 42 , Caspart R 42 , Chwalek T 42 , Colombo F 42 , De Boer W 42 , Dierlamm A 42 , Faltermann N 42 , Freund B 42 , Friese R 42 , Giffels M 42 , Harrendorf MA 42 , Hartmann F 42 , Heindl SM 42 , Husemann U 42 , Kassel F 42 , Kudella S 42 , Mildner H 42 , Mozer MU 42 , Müller T 42 , Plagge M 42 , Quast G 42 , Rabbertz K 42 , Schröder M 42 , Shvetsov I 42 , Sieber G 42 , Simonis HJ 42 , Ulrich R 42 , Wayand S 42 , Weber M 42 , Weiler T 42 , Williamson S 42 , Wöhrmann C 42 , Wolf R 42 , Anagnostou G 43 , Daskalakis G 43 , Geralis T 43 , Kyriakis A 43 , Loukas D 43 , Paspalaki G 43 , Topsis-Giotis I 43 , Karathanasis G 44 , Kesisoglou S 44 , Panagiotou A 44 , Saoulidou N 44 , Tziaferi E 44 , Vellidis K 44 , Kousouris K 45 , Papakrivopoulos I 45 , Evangelou I 46 , Foudas C 46 , Gianneios P 46 , Katsoulis P 46 , Kokkas P 46 , Mallios S 46 , Manthos N 46 , Papadopoulos I 46 , Paradas E 46 , Strologas J 46 , Triantis FA 46 , Tsitsonis D 46 , Csanad M 47 , Filipovic N 47 , Pasztor G 47 , Surányi O 47 , Veres GI 47 , Bencze G 48 , Hajdu C 48 , Horvath D 48 , Hunyadi Á 48 , Sikler F 48 , Veszpremi V 48 , Vesztergombi G 48 , Vámi TÁ 48 , Beni N 49 , Czellar S 49 , Karancsi J 49 , Makovec A 49 , Molnar J 49 , Szillasi Z 49 , Bartók M 50 , Raics P 50 , Trocsanyi ZL 50 , Ujvari B 50 , Choudhury S 51 , Komaragiri JR 51 , Bahinipati S 52 , Mal P 52 , Mandal K 52 , Nayak A 52 , Sahoo DK 52 , Swain SK 52 , Bansal S 53 , Beri SB 53 , Bhatnagar V 53 , Chauhan S 53 , Chawla R 53 , Dhingra N 53 , Gupta R 53 , Kaur A 53 , Kaur M 53 , Kaur S 53 , Kumar R 53 , Kumari P 53 , Lohan M 53 , Mehta A 53 , Sharma S 53 , Singh JB 53 , Walia G 53 , Kumar A 54 , Shah A 54 , Bhardwaj A 54 , Choudhary BC 54 , Garg RB 54 , Keshri S 54 , Kumar A 54 , Malhotra S 54 , Naimuddin M 54 , Ranjan K 54 , Sharma R 54 , Bhardwaj R 55 , Bhattacharya R 55 , Bhattacharya S 55 , Bhawandeep U 55 , Bhowmik D 55 , Dey S 55 , Dutt S 55 , Dutta S 55 , Ghosh S 55 , Majumdar N 55 , Mondal K 55 , Mukhopadhyay S 55 , Nandan S 55 , Purohit A 55 , Rout PK 55 , Roy A 55 , Chowdhury SR 55 , Sarkar S 55 , Sharan M 55 , Singh B 55 , Thakur S 55 , Behera PK 56 , Chudasama R 57 , Dutta D 57 , Jha V 57 , Kumar V 57 , Mohanty AK 57 , Netrakanti PK 57 , Pant LM 57 , Shukla P 57 , Topkar A 57 , Aziz T 58 , Dugad S 58 , Mahakud B 58 , Mitra S 58 , Mohanty GB 58 , Ravindra R 58 , Verma K 58 , Sur N 58 , Sutar B 58 , Banerjee S 59 , Bhattacharya S 59 , Chatterjee S 59 , Das P 59 , Guchait M 59 , Jain S 59 , Kumar S 59 , Maity M 59 , Majumder G 59 , Mazumdar K 59 , Sahoo N 59 , Sarkar T 59 , Wickramage N 59 , Chauhan S 60 , Dube S 60 , Hegde V 60 , Kapoor A 60 , Kothekar K 60 , Pandey S 60 , Rane A 60 , Sharma S 60 , Chenarani S 61 , Tadavani EE 61 , Etesami SM 61 , Khakzad M 61 , Najafabadi MM 61 , Naseri M 61 , Mehdiabadi SP 61 , Hosseinabadi FR 61 , Safarzadeh B 61 , Zeinali M 61 , Felcini M 62 , Grunewald M 62 , Abbrescia M 63 , Calabria C 63 , Colaleo A 63 , Creanza D 63 , Cristella L 63 , De Filippis N 63 , De Palma M 63 , Di Florio A 63 , Errico F 63 , Fiore L 63 , Gelmi A 63 , Iaselli G 63 , Lezki S 63 , Maggi G 63 , Maggi M 63 , Miniello G 63 , My S 63 , Nuzzo S 63 , Pompili A 63 , Pugliese G 63 , Radogna R 63 , Ranieri A 63 , Selvaggi G 63 , Sharma A 63 , Silvestris L 63 , Venditti R 63 , Verwilligen P 63 , Zito G 63 , Abbiendi G 64 , Battilana C 64 , Bonacorsi D 64 , Borgonovi L 64 , Braibant-Giacomelli S 64 , Brigliadori L 64 , Campanini R 64 , Capiluppi P 64 , Castro A 64 , Cavallo FR 64 , Chhibra SS 64 , Codispoti G 64 , Cuffiani M 64 , Dallavalle GM 64 , Fabbri F 64 , Fanfani A 64 , Fasanella D 64 , Giacomelli P 64 , Grandi C 64 , Guiducci L 64 , Marcellini S 64 , Masetti G 64 , Montanari A 64 , Navarria FL 64 , Perrotta A 64 , Rossi AM 64 , Rovelli T 64 , Siroli GP 64 , Tosi N 64 , Albergo S 65 , Costa S 65 , Di Mattia A 65 , Giordano F 65 , Potenza R 65 , Tricomi A 65 , Tuve C 65 , Barbagli G 66 , Chatterjee K 66 , Ciulli V 66 , Civinini C 66 , D'Alessandro R 66 , Focardi E 66 , Latino G 66 , Lenzi P 66 , Meschini M 66 , Paoletti S 66 , Russo L 66 , Sguazzoni G 66 , Strom D 66 , Viliani L 66 , Benussi L 67 , Bianco S 67 , Fabbri F 67 , Piccolo D 67 , Primavera F 67 , Calvelli V 68 , Ferro F 68 , Ravera F 68 , Robutti E 68 , Tosi S 68 , Benaglia A 69 , Beschi A 69 , Brianza L 69 , Brivio F 69 , Ciriolo V 69 , Dinardo ME 69 , Fiorendi S 69 , Gennai S 69 , Ghezzi A 69 , Govoni P 69 , Malberti M 69 , Malvezzi S 69 , Manzoni RA 69 , Menasce D 69 , Moroni L 69 , Paganoni M 69 , Pauwels K 69 , Pedrini D 69 , Pigazzini S 69 , Ragazzi S 69 , de Fatis TT 69 , Buontempo S 70 , Cavallo N 70 , Di Guida S 70 , Fabozzi F 70 , Fienga F 70 , Galati G 70 , Iorio AOM 70 , Khan WA 70 , Lista L 70 , Meola S 70 , Paolucci P 70 , Sciacca C 70 , Thyssen F 70 , Voevodina E 70 , Azzi P 71 , Bacchetta N 71 , Benato L 71 , Bisello D 71 , Boletti A 71 , Checchia P 71 , Dall'Osso M 71 , Manzano PC 71 , Dorigo T 71 , Gasparini F 71 , Gasparini U 71 , Gozzelino A 71 , Lacaprara S 71 , Lujan P 71 , Margoni M 71 , Meneguzzo AT 71 , Passaseo M 71 , Pozzobon N 71 , Ronchese P 71 , Rossin R 71 , Simonetto F 71 , Tiko A 71 , Torassa E 71 , Zanetti M 71 , Zotto P 71 , Zumerle G 71 , Braghieri A 72 , Magnani A 72 , Montagna P 72 , Ratti SP 72 , Re V 72 , Ressegotti M 72 , Riccardi C 72 , Salvini P 72 , Vai I 72 , Vitulo P 72 , Solestizi LA 73 , Biasini M 73 , Bilei GM 73 , Cecchi C 73 , Ciangottini D 73 , Fanò L 73 , Lariccia P 73 , Leonardi R 73 , Manoni E 73 , Mantovani G 73 , Mariani V 73 , Menichelli M 73 , Rossi A 73 , Santocchia A 73 , Spiga D 73 , Androsov K 74 , Azzurri P 74 , Bagliesi G 74 , Bianchini L 74 , Boccali T 74 , Borrello L 74 , Castaldi R 74 , Ciocci MA 74 , Dell'Orso R 74 , Fedi G 74 , Giannini L 74 , Giassi A 74 , Grippo MT 74 , Ligabue F 74 , Lomtadze T 74 , Manca E 74 , Mandorli G 74 , Messineo A 74 , Palla F 74 , Rizzi A 74 , Spagnolo P 74 , Tenchini R 74 , Tonelli G 74 , Venturi A 74 , Verdini PG 74 , Barone L 75 , Cavallari F 75 , Cipriani M 75 , Daci N 75 , Del Re D 75 , Di Marco E 75 , Diemoz M 75 , Gelli S 75 , Longo E 75 , Marzocchi B 75 , Meridiani P 75 , Organtini G 75 , Pandolfi F 75 , Paramatti R 75 , Preiato F 75 , Rahatlou S 75 , Rovelli C 75 , Santanastasio F 75 , Amapane N 76 , Arcidiacono R 76 , Argiro S 76 , Arneodo M 76 , Bartosik N 76 , Bellan R 76 , Biino C 76 , Cartiglia N 76 , Castello R 76 , Cenna F 76 , Costa M 76 , Covarelli R 76 , Degano A 76 , Demaria N 76 , Kiani B 76 , Mariotti C 76 , Maselli S 76 , Migliore E 76 , Monaco V 76 , Monteil E 76 , Monteno M 76 , Obertino MM 76 , Pacher L 76 , Pastrone N 76 , Pelliccioni M 76 , Angioni GLP 76 , Romero A 76 , Ruspa M 76 , Sacchi R 76 , Shchelina K 76 , Sola V 76 , Solano A 76 , Staiano A 76 , Belforte S 77 , Candelise V 77 , Casarsa M 77 , Cossutti F 77 , Della Ricca G 77 , Vazzoler F 77 , Zanetti A 77 , Kim DH 78 , Kim GN 78 , Kim MS 78 , Lee J 78 , Lee S 78 , Lee SW 78 , Moon CS 78 , Oh YD 78 , Sekmen S 78 , Son DC 78 , Yang YC 78 , Kim H 79 , Moon DH 79 , Oh G 79 , Goh J 80 , Kim TJ 80 , Cho S 81 , Choi S 81 , Go Y 81 , Gyun D 81 , Ha S 81 , Hong B 81 , Jo Y 81 , Kim Y 81 , Lee K 81 , Lee KS 81 , Lee S 81 , Lim J 81 , Park SK 81 , Roh Y 81 , Almond J 82 , Kim J 82 , Kim JS 82 , Lee H 82 , Lee K 82 , Nam K 82 , Oh SB 82 , Radburn-Smith BC 82 , Seo SH 82 , Yang UK 82 , Yoo HD 82 , Yu GB 82 , Kim H 83 , Kim JH 83 , Lee JSH 83 , Park IC 83 , Choi Y 84 , Hwang C 84 , Lee J 84 , Yu I 84 , Dudenas V 85 , Juodagalvis A 85 , Vaitkus J 85 , Ahmed I 86 , Ibrahim ZA 86 , Ali MABM 86 , Idris FM 86 , Abdullah WATW 86 , Yusli MN 86 , Zolkapli Z 86 , Reyes-Almanza R 87 , Ramirez-Sanchez G 87 , Duran-Osuna MC 87 , Castilla-Valdez H 87 , Cruz-Burelo E 87 , Cruz IH 87 , Rabadan-Trejo RI 87 , Lopez-Fernandez R 87 , Guisao JM 87 , Sanchez-Hernandez A 87 , Moreno SC 88 , Barrera CO 88 , Valencia FV 88 , Eysermans J 89 , Pedraza I 89 , Ibarguen HAS 89 , Estrada CU 89 , Pineda AM 90 , Krofcheck D 91 , Bheesette S 92 , Butler PH 92 , Ahmad A 93 , Ahmad M 93 , Hassan Q 93 , Hoorani HR 93 , Saddique A 93 , Shah MA 93 , Shoaib M 93 , Waqas M 93 , Bialkowska H 94 , Bluj M 94 , Boimska B 94 , Frueboes T 94 , Górski M 94 , Kazana M 94 , Nawrocki K 94 , Szleper M 94 , Traczyk P 94 , Zalewski P 94 , Bunkowski K 95 , Byszuk A 95 , Doroba K 95 , Kalinowski A 95 , Konecki M 95 , Krolikowski J 95 , Misiura M 95 , Olszewski M 95 , Pyskir A 95 , Walczak M 95 , Bargassa P 96 , Silva CBDCE 96 , Di Francesco A 96 , Faccioli P 96 , Galinhas B 96 , Gallinaro M 96 , Hollar J 96 , Leonardo N 96 , Iglesias LL 96 , Nemallapudi MV 96 , Seixas J 96 , Strong G 96 , Toldaiev O 96 , Vadruccio D 96 , Varela J 96 , Golutvin I 97 , Karjavin V 97 , Kashunin I 97 , Korenkov V 97 , Kozlov G 97 , Lanev A 97 , Malakhov A 97 , Matveev V 97 , Mitsyn VV 97 , Moisenz P 97 , Palichik V 97 , Perelygin V 97 , Shmatov S 97 , Shulha S 97 , Smirnov V 97 , Trofimov V 97 , Yuldashev BS 97 , Zarubin A 97 , Zhiltsov V 97 , Ivanov Y 98 , Kim V 98 , Kuznetsova E 98 , Levchenko P 98 , Murzin V 98 , Oreshkin V 98 , Smirnov I 98 , Sosnov D 98 , Sulimov V 98 , Uvarov L 98 , Vavilov S 98 , Vorobyev A 98 , Andreev Y 99 , Dermenev A 99 , Gninenko S 99 , Golubev N 99 , Karneyeu A 99 , Kirsanov M 99 , Krasnikov N 99 , Pashenkov A 99 , Tlisov D 99 , Toropin A 99 , Epshteyn V 100 , Gavrilov V 100 , Lychkovskaya N 100 , Popov V 100 , Pozdnyakov I 100 , Safronov G 100 , Spiridonov A 100 , Stepennov A 100 , Stolin V 100 , Toms M 100 , Vlasov E 100 , Zhokin A 100 , Aushev T 101 , Bylinkin A 101 , Chadeeva M 102 , Parygin P 102 , Philippov D 102 , Polikarpov S 102 , Popova E 102 , Rusinov V 102 , Andreev V 103 , Azarkin M 103 , Dremin I 103 , Kirakosyan M 103 , Rusakov SV 103 , Terkulov A 103 , Baskakov A 104 , Belyaev A 104 , Boos E 104 , Dubinin M 104 , Dudko L 104 , Ershov A 104 , Gribushin A 104 , Klyukhin V 104 , Kodolova O 104 , Lokhtin I 104 , Miagkov I 104 , Obraztsov S 104 , Petrushanko S 104 , Savrin V 104 , Snigirev A 104 , Blinov V 105 , Shtol D 105 , Skovpen Y 105 , Azhgirey I 106 , Bayshev I 106 , Bitioukov S 106 , Elumakhov D 106 , Godizov A 106 , Kachanov V 106 , Kalinin A 106 , Konstantinov D 106 , Mandrik P 106 , Petrov V 106 , Ryutin R 106 , Sobol A 106 , Troshin S 106 , Tyurin N 106 , Uzunian A 106 , Volkov A 106 , Babaev A 107 , Adzic P 108 , Cirkovic P 108 , Devetak D 108 , Dordevic M 108 , Milosevic J 108 , Maestre JA 109 , Bachiller I 109 , Luna MB 109 , Cifuentes JAB 109 , Cerrada M 109 , Colino N 109 , Cruz B 109 , Peris AD 109 , Bedoya CF 109 , Ramos JPF 109 , Flix J 109 , Fouz MC 109 , Lopez OG 109 , Lopez SG 109 , Hernandez JM 109 , Josa MI 109 , Moran D 109 , Yzquierdo AP 109 , Pelayo JP 109 , Redondo I 109 , Romero L 109 , Soares MS 109 , Triossi A 109 , Fernández AÁ 109 , Albajar C 110 , de Trocóniz JF 110 , Cuevas J 111 , Erice C 111 , Menendez JF 111 , Folgueras S 111 , Caballero IG 111 , Fernández JRG 111 , Cortezon EP 111 , Cruz SS 111 , Vischia P 111 , Garcia JMV 111 , Cabrillo IJ 112 , Calderon A 112 , Quero BC 112 , Campderros JD 112 , Fernandez M 112 , Fernández Manteca PJ 112 , Garcia-Ferrero J 112 , García Alonso A 112 , Gomez G 112 , Virto AL 112 , Marco J 112 , Rivero CM 112 , Del Arbol PMR 112 , Matorras F 112 , Gomez JP 112 , Prieels C 112 , Rodrigo T 112 , Ruiz-Jimeno A 112 , Scodellaro L 112 , Trevisani N 112 , Vila I 112 , Cortabitarte RV 112 , Abbaneo D 113 , Akgun B 113 , Auffray E 113 , Baillon P 113 , Ball AH 113 , Barney D 113 , Bendavid J 113 , Bianco M 113 , Bocci A 113 , Botta C 113 , Camporesi T 113 , Cepeda M 113 , Cerminara G 113 , Chapon E 113 , Chen Y 113 , d'Enterria D 113 , Dabrowski A 113 , Daponte V 113 , David A 113 , De Gruttola M 113 , De Roeck A 113 , Deelen N 113 , Dobson M 113 , du Pree T 113 , Dünser M 113 , Dupont N 113 , Elliott-Peisert A 113 , Everaerts P 113 , Fallavollita F 113 , Franzoni G 113 , Fulcher J 113 , Funk W 113 , Gigi D 113 , Gilbert A 113 , Gill K 113 , Glege F 113 , Gulhan D 113 , Hegeman J 113 , Innocente V 113 , Jafari A 113 , Janot P 113 , Karacheban O 113 , Kieseler J 113 , Knünz V 113 , Kornmayer A 113 , Krammer M 113 , Lange C 113 , Lecoq P 113 , Lourenço C 113 , Lucchini MT 113 , Malgeri L 113 , Mannelli M 113 , Martelli A 113 , Meijers F 113 , Merlin JA 113 , Mersi S 113 , Meschi E 113 , Milenovic P 113 , Moortgat F 113 , Mulders M 113 , Neugebauer H 113 , Ngadiuba J 113 , Orfanelli S 113 , Orsini L 113 , Pantaleo F 113 , Pape L 113 , Perez E 113 , Peruzzi M 113 , Petrilli A 113 , Petrucciani G 113 , Pfeiffer A 113 , Pierini M 113 , Pitters FM 113 , Rabady D 113 , Racz A 113 , Reis T 113 , Rolandi G 113 , Rovere M 113 , Sakulin H 113 , Schäfer C 113 , Schwick C 113 , Seidel M 113 , Selvaggi M 113 , Sharma A 113 , Silva P 113 , Sphicas P 113 , Stakia A 113 , Steggemann J 113 , Stoye M 113 , Tosi M 113 , Treille D 113 , Tsirou A 113 , Veckalns V 113 , Verweij M 113 , Zeuner WD 113 , Bertl W 114 , Caminada L 114 , Deiters K 114 , Erdmann W 114 , Horisberger R 114 , Ingram Q 114 , Kaestli HC 114 , Kotlinski D 114 , Langenegger U 114 , Rohe T 114 , Wiederkehr SA 114 , Backhaus M 115 , Bäni L 115 , Berger P 115 , Casal B 115 , Chernyavskaya N 115 , Dissertori G 115 , Dittmar M 115 , Donegà M 115 , Dorfer C 115 , Grab C 115 , Heidegger C 115 , Hits D 115 , Hoss J 115 , Klijnsma T 115 , Lustermann W 115 , Marionneau M 115 , Meinhard MT 115 , Meister D 115 , Micheli F 115 , Musella P 115 , Nessi-Tedaldi F 115 , Pata J 115 , Pauss F 115 , Perrin G 115 , Perrozzi L 115 , Quittnat M 115 , Reichmann M 115 , Ruini D 115 , Becerra DAS 115 , Schönenberger M 115 , Shchutska L 115 , Tavolaro VR 115 , Theofilatos K 115 , Olsson MLV 115 , Wallny R 115 , Zhu DH 115 , Aarrestad TK 116 , Amsler C 116 , Brzhechko D 116 , Canelli MF 116 , De Cosa A 116 , Del Burgo R 116 , Donato S 116 , Galloni C 116 , Hreus T 116 , Kilminster B 116 , Neutelings I 116 , Pinna D 116 , Rauco G 116 , Robmann P 116 , Salerno D 116 , Schweiger K 116 , Seitz C 116 , Takahashi Y 116 , Zucchetta A 116 , Chang YH 117 , Cheng KY 117 , Doan TH 117 , Jain S 117 , Khurana R 117 , Kuo CM 117 , Lin W 117 , Pozdnyakov A 117 , Yu SS 117 , Kumar A 118 , Chang P 118 , Chao Y 118 , Chen KF 118 , Chen PH 118 , Fiori F 118 , Hou WS 118 , Hsiung Y 118 , Kumar A 118 , Liu YF 118 , Lu RS 118 , Paganis E 118 , Psallidas A 118 , Steen A 118 , Tsai JF 118 , Asavapibhop B 119 , Kovitanggoon K 119 , Singh G 119 , Srimanobhas N 119 , Bat A 120 , Boran F 120 , Cerci S 120 , Damarseckin S 120 , Demiroglu ZS 120 , Dozen C 120 , Dumanoglu I 120 , Girgis S 120 , Gokbulut G 120 , Guler Y 120 , Hos I 120 , Kangal EE 120 , Kara O 120 , Topaksu AK 120 , Kiminsu U 120 , Oglakci M 120 , Onengut G 120 , Ozdemir K 120 , Cerci DS 120 , Tali B 120 , Tok UG 120 , Turkcapar S 120 , Zorbakir IS 120 , Zorbilmez C 120 , Karapinar G 121 , Ocalan K 121 , Yalvac M 121 , Zeyrek M 121 , Atakisi IO 122 , Gülmez E 122 , Kaya M 122 , Kaya O 122 , Tekten S 122 , Yetkin EA 122 , Agaras MN 123 , Atay S 123 , Cakir A 123 , Cankocak K 123 , Komurcu Y 123 , Grynyov B 124 , Levchuk L 125 , Ball F 126 , Beck L 126 , Brooke JJ 126 , Burns D 126 , Clement E 126 , Cussans D 126 , Davignon O 126 , Flacher H 126 , Goldstein J 126 , Heath GP 126 , Heath HF 126 , Kreczko L 126 , Newbold DM 126 , Paramesvaran S 126 , Sakuma T 126 , El Nasr-Storey SS 126 , Smith D 126 , Smith VJ 126 , Bell KW 127 , Belyaev A 127 , Brew C 127 , Brown RM 127 , Cieri D 127 , Cockerill DJA 127 , Coughlan JA 127 , Harder K 127 , Harper S 127 , Linacre J 127 , Olaiya E 127 , Petyt D 127 , Shepherd-Themistocleous CH 127 , Thea A 127 , Tomalin IR 127 , Williams T 127 , Womersley WJ 127 , Auzinger G 128 , Bainbridge R 128 , Bloch P 128 , Borg J 128 , Breeze S 128 , Buchmuller O 128 , Bundock A 128 , Casasso S 128 , Colling D 128 , Corpe L 128 , Dauncey P 128 , Davies G 128 , Della Negra M 128 , Di Maria R 128 , Haddad Y 128 , Hall G 128 , Iles G 128 , James T 128 , Komm M 128 , Lane R 128 , Laner C 128 , Lyons L 128 , Magnan AM 128 , Malik S 128 , Mastrolorenzo L 128 , Matsushita T 128 , Nash J 128 , Nikitenko A 128 , Palladino V 128 , Pesaresi M 128 , Richards A 128 , Rose A 128 , Scott E 128 , Seez C 128 , Shtipliyski A 128 , Strebler T 128 , Summers S 128 , Tapper A 128 , Uchida K 128 , Acosta MV 128 , Virdee T 128 , Wardle N 128 , Winterbottom D 128 , Wright J 128 , Zenz SC 128 , Cole JE 129 , Hobson PR 129 , Khan A 129 , Kyberd P 129 , Mackay CK 129 , Morton A 129 , Reid ID 129 , Teodorescu L 129 , Zahid S 129 , Borzou A 130 , Call K 130 , Dittmann J 130 , Hatakeyama K 130 , Liu H 130 , Pastika N 130 , Smith C 130 , Bartek R 131 , Dominguez A 131 , Buccilli A 132 , Cooper SI 132 , Henderson C 132 , Rumerio P 132 , West C 132 , Arcaro D 133 , Avetisyan A 133 , Bose T 133 , Gastler D 133 , Rankin D 133 , Richardson C 133 , Rohlf J 133 , Sulak L 133 , Zou D 133 , Benelli G 134 , Cutts D 134 , Hadley M 134 , Hakala J 134 , Heintz U 134 , Hogan JM 134 , Kwok KHM 134 , Laird E 134 , Landsberg G 134 , Lee J 134 , Mao Z 134 , Narain M 134 , Pazzini J 134 , Piperov S 134 , Sagir S 134 , Syarif R 134 , Yu D 134 , Band R 135 , Brainerd C 135 , Breedon R 135 , Burns D 135 , De La Barca Sanchez MC 135 , Chertok M 135 , Conway J 135 , Conway R 135 , Cox PT 135 , Erbacher R 135 , Flores C 135 , Funk G 135 , Ko W 135 , Lander R 135 , Mclean C 135 , Mulhearn M 135 , Pellett D 135 , Pilot J 135 , Shalhout S 135 , Shi M 135 , Smith J 135 , Stolp D 135 , Taylor D 135 , Tos K 135 , Tripathi M 135 , Wang Z 135 , Zhang F 135 , Bachtis M 136 , Bravo C 136 , Cousins R 136 , Dasgupta A 136 , Florent A 136 , Hauser J 136 , Ignatenko M 136 , Mccoll N 136 , Regnard S 136 , Saltzberg D 136 , Schnaible C 136 , Valuev V 136 , Bouvier E 137 , Burt K 137 , Clare R 137 , Ellison J 137 , Gary JW 137 , Shirazi SMAG 137 , Hanson G 137 , Karapostoli G 137 , Kennedy E 137 , Lacroix F 137 , Long OR 137 , Negrete MO 137 , Paneva MI 137 , Si W 137 , Wang L 137 , Wei H 137 , Wimpenny S 137 , Yates BR 137 , Branson JG 138 , Cittolin S 138 , Derdzinski M 138 , Gerosa R 138 , Gilbert D 138 , Hashemi B 138 , Holzner A 138 , Klein D 138 , Kole G 138 , Krutelyov V 138 , Letts J 138 , Masciovecchio M 138 , Olivito D 138 , Padhi S 138 , Pieri M 138 , Sani M 138 , Sharma V 138 , Simon S 138 , Tadel M 138 , Vartak A 138 , Wasserbaech S 138 , Wood J 138 , Würthwein F 138 , Yagil A 138 , Della Porta GZ 138 , Amin N 139 , Bhandari R 139 , Bradmiller-Feld J 139 , Campagnari C 139 , Citron M 139 , Dishaw A 139 , Dutta V 139 , Sevilla MF 139 , Gouskos L 139 , Heller R 139 , Incandela J 139 , Ovcharova A 139 , Qu H 139 , Richman J 139 , Stuart D 139 , Suarez I 139 , Yoo J 139 , Anderson D 140 , Bornheim A 140 , Bunn J 140 , Lawhorn JM 140 , Newman HB 140 , Nguyen TQ 140 , Pena C 140 , Spiropulu M 140 , Vlimant JR 140 , Wilkinson R 140 , Xie S 140 , Zhang Z 140 , Zhu RY 140 , Andrews MB 141 , Ferguson T 141 , Mudholkar T 141 , Paulini M 141 , Russ J 141 , Sun M 141 , Vogel H 141 , Vorobiev I 141 , Weinberg M 141 , Cumalat JP 142 , Ford WT 142 , Jensen F 142 , Johnson A 142 , Krohn M 142 , Leontsinis S 142 , MacDonald E 142 , Mulholland T 142 , Stenson K 142 , Ulmer KA 142 , Wagner SR 142 , Alexander J 143 , Chaves J 143 , Cheng Y 143 , Chu J 143 , Datta A 143 , Mcdermott K 143 , Mirman N 143 , Patterson JR 143 , Quach D 143 , Rinkevicius A 143 , Ryd A 143 , Skinnari L 143 , Soffi L 143 , Tan SM 143 , Tao Z 143 , Thom J 143 , Tucker J 143 , Wittich P 143 , Zientek M 143 , Abdullin S 144 , Albrow M 144 , Alyari M 144 , Apollinari G 144 , Apresyan A 144 , Apyan A 144 , Banerjee S 144 , Bauerdick LAT 144 , Beretvas A 144 , Berryhill J 144 , Bhat PC 144 , Bolla G 144 , Burkett K 144 , Butler JN 144 , Canepa A 144 , Cerati GB 144 , Cheung HWK 144 , Chlebana F 144 , Cremonesi M 144 , Duarte J 144 , Elvira VD 144 , Freeman J 144 , Gecse Z 144 , Gottschalk E 144 , Gray L 144 , Green D 144 , Grünendahl S 144 , Gutsche O 144 , Hanlon J 144 , Harris RM 144 , Hasegawa S 144 , Hirschauer J 144 , Hu Z 144 , Jayatilaka B 144 , Jindariani S 144 , Johnson M 144 , Joshi U 144 , Klima B 144 , Kortelainen MJ 144 , Kreis B 144 , Lammel S 144 , Lincoln D 144 , Lipton R 144 , Liu M 144 , Liu T 144 , De Sá RL 144 , Lykken J 144 , Maeshima K 144 , Magini N 144 , Marraffino JM 144 , Mason D 144 , McBride P 144 , Merkel P 144 , Mrenna S 144 , Nahn S 144 , O'Dell V 144 , Pedro K 144 , Prokofyev O 144 , Rakness G 144 , Ristori L 144 , Savoy-Navarro A 144 , Schneider B 144 , Sexton-Kennedy E 144 , Soha A 144 , Spalding WJ 144 , Spiegel L 144 , Stoynev S 144 , Strait J 144 , Strobbe N 144 , Taylor L 144 , Tkaczyk S 144 , Tran NV 144 , Uplegger L 144 , Vaandering EW 144 , Vernieri C 144 , Verzocchi M 144 , Vidal R 144 , Wang M 144 , Weber HA 144 , Whitbeck A 144 , Wu W 144 , Acosta D 145 , Avery P 145 , Bortignon P 145 , Bourilkov D 145 , Brinkerhoff A 145 , Carnes A 145 , Carver M 145 , Curry D 145 , Field RD 145 , Furic IK 145 , Gleyzer SV 145 , Joshi BM 145 , Konigsberg J 145 , Korytov A 145 , Kotov K 145 , Ma P 145 , Matchev K 145 , Mei H 145 , Mitselmakher G 145 , Shi K 145 , Sperka D 145 , Terentyev N 145 , Thomas L 145 , Wang J 145 , Wang S 145 , Yelton J 145 , Joshi YR 146 , Linn S 146 , Markowitz P 146 , Rodriguez JL 146 , Ackert A 147 , Adams T 147 , Askew A 147 , Hagopian S 147 , Hagopian V 147 , Johnson KF 147 , Kolberg T 147 , Martinez G 147 , Perry T 147 , Prosper H 147 , Saha A 147 , Santra A 147 , Sharma V 147 , Yohay R 147 , Baarmand MM 148 , Bhopatkar V 148 , Colafranceschi S 148 , Hohlmann M 148 , Noonan D 148 , Roy T 148 , Yumiceva F 148 , Adams MR 149 , Apanasevich L 149 , Berry D 149 , Betts RR 149 , Cavanaugh R 149 , Chen X 149 , Dittmer S 149 , Evdokimov O 149 , Gerber CE 149 , Hangal DA 149 , Hofman DJ 149 , Jung K 149 , Kamin J 149 , Mills C 149 , Gonzalez IDS 149 , Tonjes MB 149 , Varelas N 149 , Wang H 149 , Wu Z 149 , Zhang J 149 , Bilki B 150 , Clarida W 150 , Dilsiz K 150 , Durgut S 150 , Gandrajula RP 150 , Haytmyradov M 150 , Khristenko V 150 , Merlo JP 150 , Mermerkaya H 150 , Mestvirishvili A 150 , Moeller A 150 , Nachtman J 150 , Ogul H 150 , Onel Y 150 , Ozok F 150 , Penzo A 150 , Snyder C 150 , Tiras E 150 , Wetzel J 150 , Yi K 150 , Blumenfeld B 151 , Cocoros A 151 , Eminizer N 151 , Fehling D 151 , Feng L 151 , Gritsan AV 151 , Hung WT 151 , Maksimovic P 151 , Roskes J 151 , Sarica U 151 , Swartz M 151 , Xiao M 151 , You C 151 , Al-Bataineh A 152 , Baringer P 152 , Bean A 152 , Benitez JF 152 , Boren S 152 , Bowen J 152 , Castle J 152 , Khalil S 152 , Kropivnitskaya A 152 , Majumder D 152 , Mcbrayer W 152 , Murray M 152 , Rogan C 152 , Royon C 152 , Sanders S 152 , Schmitz E 152 , Takaki JDT 152 , Wang Q 152 , Ivanov A 153 , Kaadze K 153 , Maravin Y 153 , Modak A 153 , Mohammadi A 153 , Saini LK 153 , Skhirtladze N 153 , Rebassoo F 154 , Wright D 154 , Baden A 155 , Baron O 155 , Belloni A 155 , Eno SC 155 , Feng Y 155 , Ferraioli C 155 , Hadley NJ 155 , Jabeen S 155 , Jeng GY 155 , Kellogg RG 155 , Kunkle J 155 , Mignerey AC 155 , Ricci-Tam F 155 , Shin YH 155 , Skuja A 155 , Tonwar SC 155 , Abercrombie D 156 , Allen B 156 , Azzolini V 156 , Barbieri R 156 , Baty A 156 , Bauer G 156 , Bi R 156 , Brandt S 156 , Busza W 156 , Cali IA 156 , D'Alfonso M 156 , Demiragli Z 156 , Ceballos GG 156 , Goncharov M 156 , Harris P 156 , Hsu D 156 , Hu M 156 , Iiyama Y 156 , Innocenti GM 156 , Klute M 156 , Kovalskyi D 156 , Lee YJ 156 , Levin A 156 , Luckey PD 156 , Maier B 156 , Marini AC 156 , Mcginn C 156 , Mironov C 156 , Narayanan S 156 , Niu X 156 , Paus C 156 , Roland C 156 , Roland G 156 , Stephans GSF 156 , Sumorok K 156 , Tatar K 156 , Velicanu D 156 , Wang J 156 , Wang TW 156 , Wyslouch B 156 , Zhaozhong S 156 , Benvenuti AC 157 , Chatterjee RM 157 , Evans A 157 , Hansen P 157 , Kalafut S 157 , Kubota Y 157 , Lesko Z 157 , Mans J 157 , Nourbakhsh S 157 , Ruckstuhl N 157 , Rusack R 157 , Turkewitz J 157 , Wadud MA 157 , Acosta JG 158 , Oliveros S 158 , Avdeeva E 159 , Bloom K 159 , Claes DR 159 , Fangmeier C 159 , Golf F 159 , Suarez RG 159 , Kamalieddin R 159 , Kravchenko I 159 , Monroy J 159 , Siado JE 159 , Snow GR 159 , Stieger B 159 , Godshalk A 160 , Harrington C 160 , Iashvili I 160 , Nguyen D 160 , Parker A 160 , Rappoccio S 160 , Roozbahani B 160 , Alverson G 161 , Barberis E 161 , Freer C 161 , Hortiangtham A 161 , Massironi A 161 , Morse DM 161 , Orimoto T 161 , De Lima RT 161 , Wamorkar T 161 , Wang B 161 , Wisecarver A 161 , Wood D 161 , Bhattacharya S 162 , Charaf O 162 , Hahn KA 162 , Mucia N 162 , Odell N 162 , Schmitt MH 162 , Sung K 162 , Trovato M 162 , Velasco M 162 , Bucci R 163 , Dev N 163 , Hildreth M 163 , Anampa KH 163 , Jessop C 163 , Karmgard DJ 163 , Kellams N 163 , Lannon K 163 , Li W 163 , Loukas N 163 , Marinelli N 163 , Meng F 163 , Mueller C 163 , Musienko Y 163 , Planer M 163 , Reinsvold A 163 , Ruchti R 163 , Siddireddy P 163 , Smith G 163 , Taroni S 163 , Wayne M 163 , Wightman A 163 , Wolf M 163 , Woodard A 163 , Alimena J 164 , Antonelli L 164 , Bylsma B 164 , Durkin LS 164 , Flowers S 164 , Francis B 164 , Hart A 164 , Hill C 164 , Ji W 164 , Ling TY 164 , Luo W 164 , Winer BL 164 , Wulsin HW 164 , Cooperstein S 165 , Driga O 165 , Elmer P 165 , Hardenbrook J 165 , Hebda P 165 , Higginbotham S 165 , Kalogeropoulos A 165 , Lange D 165 , Luo J 165 , Marlow D 165 , Mei K 165 , Ojalvo I 165 , Olsen J 165 , Palmer C 165 , Piroué P 165 , Salfeld-Nebgen J 165 , Stickland D 165 , Tully C 165 , Malik S 166 , Norberg S 166 , Barker A 167 , Barnes VE 167 , Das S 167 , Gutay L 167 , Jones M 167 , Jung AW 167 , Khatiwada A 167 , Miller DH 167 , Neumeister N 167 , Peng CC 167 , Qiu H 167 , Schulte JF 167 , Sun J 167 , Wang F 167 , Xiao R 167 , Xie W 167 , Cheng T 168 , Dolen J 168 , Parashar N 168 , Chen Z 169 , Ecklund KM 169 , Freed S 169 , Geurts FJM 169 , Guilbaud M 169 , Kilpatrick M 169 , Li W 169 , Michlin B 169 , Padley BP 169 , Roberts J 169 , Rorie J 169 , Shi W 169 , Tu Z 169 , Zabel J 169 , Zhang A 169 , Bodek A 170 , de Barbaro P 170 , Demina R 170 , Duh YT 170 , Ferbel T 170 , Galanti M 170 , Garcia-Bellido A 170 , Han J 170 , Hindrichs O 170 , Khukhunaishvili A 170 , Lo KH 170 , Tan P 170 , Verzetti M 170 , Ciesielski R 171 , Goulianos K 171 , Mesropian C 171 , Agapitos A 172 , Chou JP 172 , Gershtein Y 172 , Espinosa TAG 172 , Halkiadakis E 172 , Heindl M 172 , Hughes E 172 , Kaplan S 172 , Elayavalli RK 172 , Kyriacou S 172 , Lath A 172 , Montalvo R 172 , Nash K 172 , Osherson M 172 , Saka H 172 , Salur S 172 , Schnetzer S 172 , Sheffield D 172 , Somalwar S 172 , Stone R 172 , Thomas S 172 , Thomassen P 172 , Walker M 172 , Delannoy AG 173 , Heideman J 173 , Riley G 173 , Rose K 173 , Spanier S 173 , Thapa K 173 , Bouhali O 174 , Hernandez AC 174 , Celik A 174 , Dalchenko M 174 , De Mattia M 174 , Delgado A 174 , Dildick S 174 , Eusebi R 174 , Gilmore J 174 , Huang T 174 , Kamon T 174 , Mueller R 174 , Pakhotin Y 174 , Patel R 174 , Perloff A 174 , Perniè L 174 , Rathjens D 174 , Safonov A 174 , Tatarinov A 174 , Akchurin N 175 , Damgov J 175 , De Guio F 175 , Dudero PR 175 , Faulkner J 175 , Gurpinar E 175 , Kunori S 175 , Lamichhane K 175 , Lee SW 175 , Mengke T 175 , Muthumuni S 175 , Peltola T 175 , Undleeb S 175 , Volobouev I 175 , Wang Z 175 , Greene S 176 , Gurrola A 176 , Janjam R 176 , Johns W 176 , Maguire C 176 , Melo A 176 , Ni H 176 , Padeken K 176 , Ruiz Alvarez JD 176 , Sheldon P 176 , Tuo S 176 , Velkovska J 176 , Xu Q 176 , Arenton MW 177 , Barria P 177 , Cox B 177 , Hirosky R 177 , Joyce M 177 , Ledovskoy A 177 , Li H 177 , Neu C 177 , Sinthuprasith T 177 , Wang Y 177 , Wolfe E 177 , Xia F 177 , Harr R 178 , Karchin PE 178 , Poudyal N 178 , Sturdy J 178 , Thapa P 178 , Zaleski S 178 , Brodski M 179 , Buchanan J 179 , Caillol C 179 , Carlsmith D 179 , Dasu S 179 , Dodd L 179 , Duric S 179 , Gomber B 179 , Grothe M 179 , Herndon M 179 , Hervé A 179 , Hussain U 179 , Klabbers P 179 , Lanaro A 179 , Levine A 179 , Long K 179 , Loveless R 179 , Rekovic V 179 , Ruggles T 179 , Savin A 179 , Smith N 179 , Smith WH 179 , Woods N 179 , Wang Q 6 , Publications Committee CMS_Collaboration

Affiliations 

  • 1 1Yerevan Physics Institute, Yerevan, Armenia
  • 2 2Institut für Hochenergiephysik, Wien, Austria
  • 3 3Institute for Nuclear Problems, Minsk, Belarus
  • 4 4Universiteit Antwerpen, Antwerpen, Belgium
  • 5 5Vrije Universiteit Brussel, Brussel, Belgium
  • 6 6Université Libre de Bruxelles, Bruxelles, Belgium
  • 7 7Ghent University, Ghent, Belgium
  • 8 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium
  • 9 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
  • 10 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
  • 11 11Universidade Estadual Paulista , Universidade Federal do ABC, São Paulo, Brazil
  • 12 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
  • 13 13University of Sofia, Sofia, Bulgaria
  • 14 14Beihang University, Beijing, China
  • 15 15Institute of High Energy Physics, Beijing, China
  • 16 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
  • 17 17Tsinghua University, Beijing, China
  • 18 18Universidad de Los Andes, Bogota, Colombia
  • 19 19University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
  • 20 20University of Split, Faculty of Science, Split, Croatia
  • 21 21Institute Rudjer Boskovic, Zagreb, Croatia
  • 22 22University of Cyprus, Nicosia, Cyprus
  • 23 23Charles University, Prague, Czech Republic
  • 24 24Universidad San Francisco de Quito, Quito, Ecuador
  • 25 25Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
  • 26 26National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
  • 27 27Department of Physics, University of Helsinki, Helsinki, Finland
  • 28 28Helsinki Institute of Physics, Helsinki, Finland
  • 29 29Lappeenranta University of Technology, Lappeenranta, Finland
  • 30 IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
  • 31 31Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France
  • 32 32Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France
  • 33 33Centre de Calcul de l'Institut National de Physique Nucleaire et de Physique des Particules, CNRS/IN2P3, Villeurbanne, France
  • 34 34Université de Lyon, Université Claude Bernard Lyon 1, CNRS-IN2P3, Institut de Physique Nucléaire de Lyon, Villeurbanne, France
  • 35 35Georgian Technical University, Tbilisi, Georgia
  • 36 36Tbilisi State University, Tbilisi, Georgia
  • 37 37RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
  • 38 38RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
  • 39 39RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
  • 40 40Deutsches Elektronen-Synchrotron, Hamburg, Germany
  • 41 41University of Hamburg, Hamburg, Germany
  • 42 Institut für Experimentelle Teilchenphysik, Karlsruhe, Germany
  • 43 Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
  • 44 44National and Kapodistrian University of Athens, Athens, Greece
  • 45 45National Technical University of Athens, Athens, Greece
  • 46 46University of Ioánnina, Ioánnina, Greece
  • 47 47MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
  • 48 48Wigner Research Centre for Physics, Budapest, Hungary
  • 49 49Institute of Nuclear Research ATOMKI, Debrecen, Hungary
  • 50 50Institute of Physics, University of Debrecen, Debrecen, Hungary
  • 51 51Indian Institute of Science (IISc), Bangalore, India
  • 52 52National Institute of Science Education and Research, Bhubaneswar, India
  • 53 53Panjab University, Chandigarh, India
  • 54 54University of Delhi, Delhi, India
  • 55 55Saha Institute of Nuclear Physics, HBNI, Kolkata, India
  • 56 56Indian Institute of Technology Madras, Madras, India
  • 57 57Bhabha Atomic Research Centre, Mumbai, India
  • 58 58Tata Institute of Fundamental Research-A, Mumbai, India
  • 59 59Tata Institute of Fundamental Research-B, Mumbai, India
  • 60 60Indian Institute of Science Education and Research (IISER), Pune, India
  • 61 61Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
  • 62 62University College Dublin, Dublin, Ireland
  • 63 INFN Sezione di Bari , Università di Bari , Politecnico di Bari, Bari, Italy
  • 64 INFN Sezione di Bologna , Università di Bologna, Bologna, Italy
  • 65 INFN Sezione di Catania , Università di Catania, Catania, Italy
  • 66 66INFN Sezione di Firenze , Università di Firenze, Firenze, Italy
  • 67 67INFN Laboratori Nazionali di Frascati, Frascati, Italy
  • 68 INFN Sezione di Genova , Università di Genova, Genova, Italy
  • 69 INFN Sezione di Milano-Bicocca , Università di Milano-Bicocca, Milano, Italy
  • 70 70INFN Sezione di Napoli , Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata , Potenza, Italy, Università G. Marconi, Roma, Italy
  • 71 71INFN Sezione di Padova , Università di Padova , Padova, Italy, Università di Trento, Trento, Italy
  • 72 INFN Sezione di Pavia , Università di Pavia, Pavia, Italy
  • 73 INFN Sezione di Perugia , Università di Perugia, Perugia, Italy
  • 74 INFN Sezione di Pisa , Università di Pisa , Scuola Normale Superiore di Pisa, Pisa, Italy
  • 75 75INFN Sezione di Roma , Sapienza Università di Roma, Rome, Italy
  • 76 INFN Sezione di Torino , Università di Torino , Torino, Italy, Università del Piemonte Orientale, Novara, Italy
  • 77 INFN Sezione di Trieste , Università di Trieste, Trieste, Italy
  • 78 78Kyungpook National University, Daegu, South Korea
  • 79 79Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
  • 80 80Hanyang University, Seoul, Korea
  • 81 81Korea University, Seoul, Korea
  • 82 82Seoul National University, Seoul, Korea
  • 83 83University of Seoul, Seoul, Korea
  • 84 84Sungkyunkwan University, Suwon, Korea
  • 85 85Vilnius University, Vilnius, Lithuania
  • 86 86National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
  • 87 87Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
  • 88 88Universidad Iberoamericana, Mexico City, Mexico
  • 89 89Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
  • 90 90Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
  • 91 91University of Auckland, Auckland, New Zealand
  • 92 92University of Canterbury, Christchurch, New Zealand
  • 93 93National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
  • 94 94National Centre for Nuclear Research, Swierk, Poland
  • 95 95Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
  • 96 96Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
  • 97 97Joint Institute for Nuclear Research, Dubna, Russia
  • 98 98Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia
  • 99 99Institute for Nuclear Research, Moscow, Russia
  • 100 100Institute for Theoretical and Experimental Physics, Moscow, Russia
  • 101 101Moscow Institute of Physics and Technology, Moscow, Russia
  • 102 102National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia
  • 103 103P.N. Lebedev Physical Institute, Moscow, Russia
  • 104 104Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia
  • 105 105Novosibirsk State University (NSU), Novosibirsk, Russia
  • 106 106State Research Center of Russian Federation, Institute for High Energy Physics of NRC"Kurchatov Institute&quot, Protvino, Russia
  • 107 107National Research Tomsk Polytechnic University, Tomsk, Russia
  • 108 108University of Belgrade, Faculty of Physics and Vinca Institute of Nuclear Sciences, Belgrade, Serbia
  • 109 109Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
  • 110 110Universidad Autónoma de Madrid, Madrid, Spain
  • 111 111Universidad de Oviedo, Oviedo, Spain
  • 112 112Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
  • 113 113CERN, European Organization for Nuclear Research, Geneva, Switzerland
  • 114 114Paul Scherrer Institut, Villigen, Switzerland
  • 115 115ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
  • 116 116Universität Zürich, Zurich, Switzerland
  • 117 117National Central University, Chung-Li, Taiwan
  • 118 118National Taiwan University (NTU), Taipei, Taiwan
  • 119 119Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
  • 120 120Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
  • 121 121Middle East Technical University, Physics Department, Ankara, Turkey
  • 122 122Bogazici University, Istanbul, Turkey
  • 123 123Istanbul Technical University, Istanbul, Turkey
  • 124 Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkov, Ukraine
  • 125 125National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine
  • 126 126University of Bristol, Bristol, UK
  • 127 127Rutherford Appleton Laboratory, Didcot, UK
  • 128 128Imperial College, London, UK
  • 129 129Brunel University, Uxbridge, UK
  • 130 130Baylor University, Waco, USA
  • 131 131Catholic University of America, Washington DC, USA
  • 132 132The University of Alabama, Tuscaloosa, USA
  • 133 133Boston University, Boston, USA
  • 134 134Brown University, Providence, USA
  • 135 135University of California, Davis, Davis USA
  • 136 136University of California, Los Angeles, USA
  • 137 137University of California, Riverside, Riverside USA
  • 138 138University of California, San Diego, La Jolla USA
  • 139 139University of California, Santa Barbara - Department of Physics, Santa Barbara, USA
  • 140 140California Institute of Technology, Pasadena, USA
  • 141 141Carnegie Mellon University, Pittsburgh, USA
  • 142 142University of Colorado Boulder, Boulder, USA
  • 143 143Cornell University, Ithaca, USA
  • 144 144Fermi National Accelerator Laboratory, Batavia, USA
  • 145 145University of Florida, Gainesville, USA
  • 146 146Florida International University, Miami, USA
  • 147 147Florida State University, Tallahassee, USA
  • 148 148Florida Institute of Technology, Melbourne, USA
  • 149 149University of Illinois at Chicago (UIC), Chicago, USA
  • 150 150The University of Iowa, Iowa City, USA
  • 151 151Johns Hopkins University, Baltimore, USA
  • 152 152The University of Kansas, Lawrence, USA
  • 153 153Kansas State University, Manhattan, USA
  • 154 154Lawrence Livermore National Laboratory, Livermore, USA
  • 155 155University of Maryland, College Park, USA
  • 156 156Massachusetts Institute of Technology, Cambridge, USA
  • 157 157University of Minnesota, Minneapolis, USA
  • 158 158University of Mississippi, Oxford, USA
  • 159 159University of Nebraska-Lincoln, Lincoln, USA
  • 160 160State University of New York at Buffalo, Buffalo, USA
  • 161 161Northeastern University, Boston, USA
  • 162 162Northwestern University, Evanston, USA
  • 163 163University of Notre Dame, Notre Dame, USA
  • 164 164The Ohio State University, Columbus, USA
  • 165 165Princeton University, Princeton, USA
  • 166 166University of Puerto Rico, Mayaguez, USA
  • 167 167Purdue University, West Lafayette, USA
  • 168 Purdue University Northwest, Hammond, USA
  • 169 169Rice University, Houston, USA
  • 170 170University of Rochester, Rochester, USA
  • 171 171The Rockefeller University, New York, USA
  • 172 172Rutgers, The State University of New Jersey, Piscataway, USA
  • 173 173University of Tennessee, Knoxville, USA
  • 174 174Texas A & M University, College Station, USA
  • 175 175Texas Tech University, Lubbock, USA
  • 176 176Vanderbilt University, Nashville, USA
  • 177 177University of Virginia, Charlottesville, USA
  • 178 178Wayne State University, Detroit, USA
  • 179 179University of Wisconsin-Madison, Madison, WI USA
Eur Phys J C Part Fields, 2018;78(11):965.
PMID: 30881214 DOI: 10.1140/epjc/s10052-018-6373-0

Abstract

The production of a Z boson, decaying to two charged leptons, in association with jets in proton-proton collisions at a centre-of-mass energy of 13 TeV is measured. Data recorded with the CMS detector at the LHC are used that correspond to an integrated luminosity of 2.19 fb -1 . The cross section is measured as a function of the jet multiplicity and its dependence on the transverse momentum of the Z boson, the jet kinematic variables (transverse momentum and rapidity), the scalar sum of the jet momenta, which quantifies the hadronic activity, and the balance in transverse momentum between the reconstructed jet recoil and the Z boson. The measurements are compared with predictions from four different calculations. The first two merge matrix elements with different parton multiplicities in the final state and parton showering, one of which includes one-loop corrections. The third is a fixed-order calculation with next-to-next-to-leading order accuracy for the process with a Z boson and one parton in the final state. The fourth combines the fully differential next-to-next-to-leading order calculation of the process with no parton in the final state with next-to-next-to-leading logarithm resummation and parton showering.

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

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