Observation of Single Top Quark Production in Association with a Z Boson in Proton-Proton Collisions at sqrt[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 , Dragicevic M 2 , Erö J 2 , Escalante Del Valle A 2 , Flechl 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 , Waltenberger W 2 , Wittmann J 2 , Wulz CE 2 , Zarucki M 2 , Chekhovsky V 3 , Mossolov V 3 , Suarez Gonzalez J 3 , De Wolf EA 4 , Di Croce D 4 , Janssen X 4 , Lauwers J 4 , Lelek A 4 , Pieters M 4 , Van Haevermaet H 4 , Van Mechelen P 4 , Van Remortel N 4 , Blekman F 5 , D'Hondt J 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 , Grebenyuk A 6 , Kalsi AK 6 , Luetic J 6 , Popov A 6 , Postiau N 6 , Starling E 6 , Thomas L 6 , Vander Velde C 6 , Vanlaer P 6 , Vannerom D 6 , Wang Q 6 , Cornelis T 7 , Dobur D 7 , Fagot A 7 , Gul M 7 , Khvastunov I 7 , Roskas C 7 , Trocino D 7 , Tytgat M 7 , Verbeke W 7 , Vermassen B 7 , Vit M 7 , Zaganidis N 7 , Bondu O 8 , Bruno G 8 , Caputo C 8 , David P 8 , Delaere C 8 , Delcourt M 8 , Giammanco A 8 , Krintiras G 8 , Lemaitre V 8 , Magitteri A 8 , Piotrzkowski K 8 , Saggio A 8 , Vidal Marono M 8 , Vischia P 8 , Zobec J 8 , Alves FL 9 , Alves GA 9 , Correia Silva G 9 , Hensel C 9 , Moraes A 9 , Pol ME 9 , Rebello Teles P 9 , Belchior Batista Das Chagas E 10 , Carvalho W 10 , Chinellato J 10 , Coelho E 10 , Da Costa EM 10 , Da Silveira GG 10 , De Jesus Damiao D 10 , De Oliveira Martins C 10 , Fonseca De Souza S 10 , Huertas Guativa LM 10 , Malbouisson H 10 , Matos Figueiredo D 10 , Melo De Almeida M 10 , Mora Herrera C 10 , Mundim L 10 , Nogima H 10 , Prado Da Silva WL 10 , Sanchez Rosas LJ 10 , Santoro A 10 , Sznajder A 10 , Thiel M 10 , Tonelli Manganote EJ 10 , Torres Da Silva De Araujo F 10 , Vilela Pereira A 10 , Ahuja S 11 , Bernardes CA 11 , Calligaris L 11 , Fernandez Perez Tomei TR 11 , Gregores EM 11 , Mercadante PG 11 , Novaes SF 11 , Padula SS 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 , Shaheen SM 15 , Spiezia A 15 , Tao J 15 , Yazgan E 15 , Zhang H 15 , Zhang S 15 , Zhao J 15 , Ban Y 16 , Chen G 16 , Levin A 16 , Li J 16 , Li L 16 , Li Q 16 , Mao Y 16 , Qian SJ 16 , Wang D 16 , Wang Y 17 , Avila C 18 , Cabrera A 18 , Carrillo Montoya CA 18 , Chaparro Sierra LF 18 , Florez C 18 , González Hernández CF 18 , Segura Delgado MA 18 , Ruiz Alvarez JD 19 , Godinovic N 20 , Lelas D 20 , Puljak I 20 , Sculac T 20 , Antunovic Z 21 , Kovac M 21 , Brigljevic V 22 , Ferencek D 22 , Kadija K 22 , Mesic B 22 , Roguljic M 22 , Starodumov A 22 , Susa T 22 , Ather MW 23 , Attikis A 23 , Kolosova M 23 , Mavromanolakis G 23 , Mousa J 23 , Nicolaou C 23 , Ptochos F 23 , Razis PA 23 , Rykaczewski H 23 , Finger M 24 , Finger M 24 , Ayala E 25 , Carrera Jarrin E 26 , Abdalla H 27 , Assran Y 27 , Mohamed A 27 , Bhowmik S 28 , Carvalho Antunes De Oliveira A 28 , Dewanjee RK 28 , Ehataht K 28 , Kadastik M 28 , Raidal M 28 , Veelken C 28 , Eerola P 29 , Kirschenmann H 29 , Pekkanen J 29 , Voutilainen M 29 , Havukainen J 30 , Heikkilä JK 30 , Järvinen T 30 , Karimäki V 30 , Kinnunen R 30 , Lampén T 30 , Lassila-Perini K 30 , Laurila S 30 , Lehti S 30 , Lindén T 30 , Luukka P 30 , Mäenpää T 30 , Siikonen H 30 , Tuominen E 30 , Tuominiemi J 30 , Tuuva T 31 , Besancon M 32 , Couderc F 32 , Dejardin M 32 , Denegri D 32 , Faure JL 32 , Ferri F 32 , Ganjour S 32 , Givernaud A 32 , Gras P 32 , Hamel de Monchenault G 32 , Jarry P 32 , Leloup C 32 , Locci E 32 , Malcles J 32 , Negro G 32 , Rander J 32 , Rosowsky A 32 , Sahin MÖ 32 , Savoy-Navarro A 32 , Titov M 32 , Amendola C 33 , Beaudette F 33 , Busson P 33 , Charlot C 33 , Diab B 33 , Granier de Cassagnac R 33 , Kucher I 33 , Lobanov A 33 , Martin Blanco J 33 , Martin Perez C 33 , Nguyen M 33 , Ochando C 33 , Ortona G 33 , Paganini P 33 , Rembser J 33 , Salerno R 33 , Sauvan JB 33 , Sirois Y 33 , Stahl Leiton AG 33 , Zabi A 33 , Zghiche A 33 , Agram JL 34 , Andrea J 34 , Bloch D 34 , Bourgatte G 34 , Brom JM 34 , Chabert EC 34 , Cherepanov V 34 , Collard C 34 , Conte E 34 , Fontaine JC 34 , Gelé D 34 , Goerlach U 34 , Jansová M 34 , Le Bihan AC 34 , Tonon N 34 , Van Hove P 34 , Gadrat S 35 , Beauceron S 36 , Bernet C 36 , Boudoul G 36 , Chanon N 36 , Chierici R 36 , Contardo D 36 , Depasse P 36 , El Mamouni H 36 , Fay J 36 , Gascon S 36 , Gouzevitch M 36 , Grenier G 36 , Ille B 36 , Lagarde F 36 , Laktineh IB 36 , Lattaud H 36 , Lethuillier M 36 , Mirabito L 36 , Perries S 36 , Sordini V 36 , Touquet G 36 , Vander Donckt M 36 , Viret S 36 , Khvedelidze A 37 , Tsamalaidze Z 38 , Autermann C 39 , Feld L 39 , Kiesel MK 39 , Klein K 39 , Lipinski M 39 , Preuten M 39 , Rauch MP 39 , Schomakers C 39 , Schulz J 39 , Teroerde M 39 , Wittmer B 39 , Albert A 40 , Erdmann M 40 , Erdweg S 40 , Esch T 40 , Fischer R 40 , Ghosh S 40 , Hebbeker T 40 , Heidemann C 40 , Hoepfner K 40 , Keller H 40 , Mastrolorenzo L 40 , Merschmeyer M 40 , Meyer A 40 , Millet P 40 , Mukherjee S 40 , Novak A 40 , Pook T 40 , Pozdnyakov A 40 , Radziej M 40 , Reithler H 40 , Rieger M 40 , Schmidt A 40 , Sharma A 40 , Teyssier D 40 , Thüer S 40 , Flügge G 41 , Hlushchenko O 41 , Kress T 41 , Müller T 41 , Nehrkorn A 41 , Nowack A 41 , Pistone C 41 , Pooth O 41 , Roy D 41 , Sert H 41 , Stahl A 41 , Aldaya Martin M 42 , Arndt T 42 , Asawatangtrakuldee C 42 , Babounikau I 42 , Bakhshiansohi H 42 , Beernaert K 42 , Behnke O 42 , Behrens U 42 , Bermúdez Martínez A 42 , Bertsche D 42 , Bin Anuar AA 42 , Borras K 42 , Botta V 42 , Campbell A 42 , Connor P 42 , Contreras-Campana C 42 , Danilov V 42 , De Wit A 42 , Defranchis MM 42 , Diez Pardos C 42 , Domínguez Damiani D 42 , Eckerlin G 42 , Eichhorn T 42 , Elwood A 42 , Eren E 42 , Gallo E 42 , Geiser A 42 , Grados Luyando JM 42 , Grohsjean A 42 , Guthoff M 42 , Haranko M 42 , Harb A 42 , Jomhari NZ 42 , Jung H 42 , Kasemann M 42 , Keaveney J 42 , Kleinwort C 42 , Knolle J 42 , Krücker D 42 , Lange W 42 , Lenz T 42 , Leonard J 42 , Lipka K 42 , Lohmann W 42 , Mankel R 42 , Melzer-Pellmann IA 42 , Meyer AB 42 , Meyer M 42 , Missiroli M 42 , Mittag G 42 , Mnich J 42 , Myronenko V 42 , Pflitsch SK 42 , Pitzl D 42 , Raspereza A 42 , Saibel A 42 , Savitskyi M 42 , Saxena P 42 , Schütze P 42 , Schwanenberger C 42 , Shevchenko R 42 , Singh A 42 , Tholen H 42 , Turkot O 42 , Vagnerini A 42 , Van De Klundert M 42 , Van Onsem GP 42 , Walsh R 42 , Wen Y 42 , Wichmann K 42 , Wissing C 42 , Zenaiev O 42 , Aggleton R 43 , Bein S 43 , Benato L 43 , Benecke A 43 , Blobel V 43 , Dreyer T 43 , Ebrahimi A 43 , Garutti E 43 , Gonzalez D 43 , Gunnellini P 43 , Haller J 43 , Hinzmann A 43 , Karavdina A 43 , Kasieczka G 43 , Klanner R 43 , Kogler R 43 , Kovalchuk N 43 , Kurz S 43 , Kutzner V 43 , Lange J 43 , Marconi D 43 , Multhaup J 43 , Niedziela M 43 , Niemeyer CEN 43 , Nowatschin D 43 , Perieanu A 43 , Reimers A 43 , Rieger O 43 , Scharf C 43 , Schleper P 43 , Schumann S 43 , Schwandt J 43 , Sonneveld J 43 , Stadie H 43 , Steinbrück G 43 , Stober FM 43 , Stöver M 43 , Vormwald B 43 , Zoi I 43 , Akbiyik M 44 , Barth C 44 , Baselga M 44 , Baur S 44 , Berger T 44 , Butz E 44 , Caspart R 44 , Chwalek T 44 , De Boer W 44 , Dierlamm A 44 , El Morabit K 44 , Faltermann N 44 , Giffels M 44 , Harrendorf MA 44 , Hartmann F 44 , Husemann U 44 , Katkov I 44 , Kudella S 44 , Mitra S 44 , Mozer MU 44 , Müller T 44 , Musich M 44 , Quast G 44 , Rabbertz K 44 , Schröder M 44 , Shvetsov I 44 , Simonis HJ 44 , Ulrich R 44 , Weber M 44 , Wöhrmann C 44 , Wolf R 44 , Anagnostou G 45 , Daskalakis G 45 , Geralis T 45 , Kyriakis A 45 , Loukas D 45 , Paspalaki G 45 , Agapitos A 46 , Karathanasis G 46 , Kontaxakis P 46 , Panagiotou A 46 , Papavergou I 46 , Saoulidou N 46 , Vellidis K 46 , Bakas G 47 , Kousouris K 47 , Papakrivopoulos I 47 , Tsipolitis G 47 , Evangelou I 48 , Foudas C 48 , Gianneios P 48 , Katsoulis P 48 , Kokkas P 48 , Mallios S 48 , Manitara K 48 , Manthos N 48 , Papadopoulos I 48 , Paradas E 48 , Strologas J 48 , Triantis FA 48 , Tsitsonis D 48 , Bartók M 49 , Csanad M 49 , Filipovic N 49 , Major P 49 , Mandal K 49 , Mehta A 49 , Nagy MI 49 , Pasztor G 49 , Surányi O 49 , Veres GI 49 , Bencze G 50 , Hajdu C 50 , Horvath D 50 , Hunyadi Á 50 , Sikler F 50 , Vámi TÁ 50 , Veszpremi V 50 , Vesztergombi G 50 , Beni N 51 , Czellar S 51 , Karancsi J 51 , Makovec A 51 , Molnar J 51 , Szillasi Z 51 , Raics P 52 , Trocsanyi ZL 52 , Ujvari B 52 , Choudhury S 53 , Komaragiri JR 53 , Tiwari PC 53 , Bahinipati S 54 , Kar C 54 , Mal P 54 , Nayak A 54 , Roy Chowdhury S 54 , Sahoo DK 54 , Swain SK 54 , Bansal S 55 , Beri SB 55 , Bhatnagar V 55 , Chauhan S 55 , Chawla R 55 , Dhingra N 55 , Gupta R 55 , Kaur A 55 , Kaur M 55 , Kaur S 55 , Kumari P 55 , Lohan M 55 , Meena M 55 , Sandeep K 55 , Sharma S 55 , Singh JB 55 , Virdi AK 55 , Walia G 55 , Bhardwaj A 56 , Choudhary BC 56 , Garg RB 56 , Gola M 56 , Keshri S 56 , Kumar A 56 , Malhotra S 56 , Naimuddin M 56 , Priyanka P 56 , Ranjan K 56 , Shah A 56 , Sharma R 56 , Bhardwaj R 57 , Bharti M 57 , Bhattacharya R 57 , Bhattacharya S 57 , Bhawandeep U 57 , Bhowmik D 57 , Dey S 57 , Dutt S 57 , Dutta S 57 , Ghosh S 57 , Maity M 57 , Mondal K 57 , Nandan S 57 , Purohit A 57 , Rout PK 57 , Roy A 57 , Saha G 57 , Sarkar S 57 , Sarkar T 57 , Sharan M 57 , Singh B 57 , Thakur S 57 , Behera PK 58 , Muhammad A 58 , Chudasama R 59 , Dutta D 59 , Jha V 59 , Kumar V 59 , Mishra DK 59 , Netrakanti PK 59 , Pant LM 59 , Shukla P 59 , Suggisetti P 59 , Aziz T 60 , Bhat MA 60 , Dugad S 60 , Mohanty GB 60 , Sur N 60 , Kumar Verma R 60 , Banerjee S 61 , Bhattacharya S 61 , Chatterjee S 61 , Das P 61 , Guchait M 61 , Jain S 61 , Karmakar S 61 , Kumar S 61 , Majumder G 61 , Mazumdar K 61 , Sahoo N 61 , Chauhan S 62 , Dube S 62 , Hegde V 62 , Kapoor A 62 , Kothekar K 62 , Pandey S 62 , Rane A 62 , Rastogi A 62 , Sharma S 62 , Chenarani S 63 , Eskandari Tadavani E 63 , Etesami SM 63 , Khakzad M 63 , Mohammadi Najafabadi M 63 , Naseri M 63 , Rezaei Hosseinabadi F 63 , Safarzadeh B 63 , Zeinali M 63 , Felcini M 64 , Grunewald M 64 , Abbrescia M 65 , Calabria C 65 , Colaleo A 65 , Creanza D 65 , Cristella L 65 , De Filippis N 65 , De Palma M 65 , Di Florio A 65 , Errico F 65 , Fiore L 65 , Gelmi A 65 , Iaselli G 65 , Ince M 65 , Lezki S 65 , Maggi G 65 , Maggi M 65 , Miniello G 65 , My S 65 , Nuzzo S 65 , Pompili A 65 , Pugliese G 65 , Radogna R 65 , Ranieri A 65 , Selvaggi G 65 , Silvestris L 65 , Venditti R 65 , Verwilligen P 65 , Abbiendi G 66 , Battilana C 66 , Bonacorsi D 66 , Borgonovi L 66 , Braibant-Giacomelli S 66 , Campanini R 66 , Capiluppi P 66 , Castro A 66 , Cavallo FR 66 , Chhibra SS 66 , Codispoti G 66 , Cuffiani M 66 , Dallavalle GM 66 , Fabbri F 66 , Fanfani A 66 , Fontanesi E 66 , Giacomelli P 66 , Grandi C 66 , Guiducci L 66 , Iemmi F 66 , Lo Meo S 66 , Marcellini S 66 , Masetti G 66 , Montanari A 66 , Navarria FL 66 , Perrotta A 66 , Primavera F 66 , Rossi AM 66 , Rovelli T 66 , Siroli GP 66 , Tosi N 66 , Albergo S 67 , Di Mattia A 67 , Potenza R 67 , Tricomi A 67 , Tuve C 67 , Barbagli G 68 , Chatterjee K 68 , Ciulli V 68 , Civinini C 68 , D'Alessandro R 68 , Focardi E 68 , Latino G 68 , Lenzi P 68 , Meschini M 68 , Paoletti S 68 , Russo L 68 , Sguazzoni G 68 , Strom D 68 , Viliani L 68 , Benussi L 69 , Bianco S 69 , Fabbri F 69 , Piccolo D 69 , Ferro F 70 , Mulargia R 70 , Robutti E 70 , Tosi S 70 , Benaglia A 71 , Beschi A 71 , Brivio F 71 , Ciriolo V 71 , Di Guida S 71 , Dinardo ME 71 , Fiorendi S 71 , Gennai S 71 , Ghezzi A 71 , Govoni P 71 , Malberti M 71 , Malvezzi S 71 , Menasce D 71 , Monti F 71 , Moroni L 71 , Paganoni M 71 , Pedrini D 71 , Ragazzi S 71 , Tabarelli de Fatis T 71 , Zuolo D 71 , Buontempo S 72 , Cavallo N 72 , De Iorio A 72 , Di Crescenzo A 72 , Fabozzi F 72 , Fienga F 72 , Galati G 72 , Iorio AOM 72 , Lista L 72 , Meola S 72 , Paolucci P 72 , Sciacca C 72 , Voevodina E 72 , Azzi P 73 , Bacchetta N 73 , Bisello D 73 , Boletti A 73 , Bragagnolo A 73 , Carlin R 73 , Checchia P 73 , Dall'Osso M 73 , De Castro Manzano P 73 , Dorigo T 73 , Dosselli U 73 , Gasparini F 73 , Gasparini U 73 , Gozzelino A 73 , Hoh SY 73 , Lacaprara S 73 , Lujan P 73 , Margoni M 73 , Meneguzzo AT 73 , Pazzini J 73 , Presilla M 73 , Ronchese P 73 , Rossin R 73 , Simonetto F 73 , Tiko A 73 , Torassa E 73 , Tosi M 73 , Zanetti M 73 , Zotto P 73 , Zumerle G 73 , Braghieri A 74 , Magnani A 74 , Montagna P 74 , Ratti SP 74 , Re V 74 , Ressegotti M 74 , Riccardi C 74 , Salvini P 74 , Vai I 74 , Vitulo P 74 , Biasini M 75 , Bilei GM 75 , Cecchi C 75 , Ciangottini D 75 , Fanò L 75 , Lariccia P 75 , Leonardi R 75 , Manoni E 75 , Mantovani G 75 , Mariani V 75 , Menichelli M 75 , Rossi A 75 , Santocchia A 75 , Spiga D 75 , Androsov K 76 , Azzurri P 76 , Bagliesi G 76 , Bianchini L 76 , Boccali T 76 , Borrello L 76 , Castaldi R 76 , Ciocci MA 76 , Dell'Orso R 76 , Fedi G 76 , Fiori F 76 , Giannini L 76 , Giassi A 76 , Grippo MT 76 , Ligabue F 76 , Manca E 76 , Mandorli G 76 , Messineo A 76 , Palla F 76 , Rizzi A 76 , Rolandi G 76 , Spagnolo P 76 , Tenchini R 76 , Tonelli G 76 , Venturi A 76 , Verdini PG 76 , Barone L 77 , Cavallari F 77 , Cipriani M 77 , Del Re D 77 , Di Marco E 77 , Diemoz M 77 , Gelli S 77 , Longo E 77 , Marzocchi B 77 , Meridiani P 77 , Organtini G 77 , Pandolfi F 77 , Paramatti R 77 , Preiato F 77 , Quaranta C 77 , Rahatlou S 77 , Rovelli C 77 , Santanastasio F 77 , Amapane N 78 , Arcidiacono R 78 , Argiro S 78 , Arneodo M 78 , Bartosik N 78 , Bellan R 78 , Biino C 78 , Cappati A 78 , Cartiglia N 78 , Cenna F 78 , Cometti S 78 , Costa M 78 , Covarelli R 78 , Demaria N 78 , Kiani B 78 , Mariotti C 78 , Maselli S 78 , Migliore E 78 , Monaco V 78 , Monteil E 78 , Monteno M 78 , Obertino MM 78 , Pacher L 78 , Pastrone N 78 , Pelliccioni M 78 , Pinna Angioni GL 78 , Romero A 78 , Ruspa M 78 , Sacchi R 78 , Salvatico R 78 , Shchelina K 78 , Sola V 78 , Solano A 78 , Soldi D 78 , Staiano A 78 , Belforte S 79 , Candelise V 79 , Casarsa M 79 , Cossutti F 79 , Da Rold A 79 , Della Ricca G 79 , Vazzoler F 79 , Zanetti A 79 , Kim DH 80 , Kim GN 80 , Kim MS 80 , Lee J 80 , Lee SW 80 , Moon CS 80 , Oh YD 80 , Pak SI 80 , Sekmen S 80 , Son DC 80 , Yang YC 80 , Kim H 81 , Moon DH 81 , Oh G 81 , Francois B 82 , Goh J 82 , Kim TJ 82 , Cho S 83 , Choi S 83 , Go Y 83 , Gyun D 83 , Ha S 83 , Hong B 83 , Jo Y 83 , Lee K 83 , Lee KS 83 , Lee S 83 , Lim J 83 , Park SK 83 , Roh Y 83 , Kim HS 84 , Almond J 85 , Kim J 85 , Kim JS 85 , Lee H 85 , Lee K 85 , Lee S 85 , Nam K 85 , Oh SB 85 , Radburn-Smith BC 85 , Seo SH 85 , Yang UK 85 , Yoo HD 85 , Yu GB 85 , Jeon D 86 , Kim H 86 , Kim JH 86 , Lee JSH 86 , Park IC 86 , Choi Y 87 , Hwang C 87 , Lee J 87 , Yu I 87 , Veckalns V 88 , Dudenas V 89 , Juodagalvis A 89 , Vaitkus J 89 , Ibrahim ZA 90 , Md Ali MAB 90 , Mohamad Idris F 90 , Wan Abdullah WAT 90 , Yusli MN 90 , Zolkapli Z 90 , Benitez JF 91 , Castaneda Hernandez A 91 , Murillo Quijada JA 91 , Castilla-Valdez H 92 , De La Cruz-Burelo E 92 , Duran-Osuna MC 92 , Heredia-De La Cruz I 92 , Lopez-Fernandez R 92 , Mejia Guisao J 92 , Rabadan-Trejo RI 92 , Ramirez-Sanchez G 92 , Reyes-Almanza R 92 , Sanchez-Hernandez A 92 , Carrillo Moreno S 93 , Oropeza Barrera C 93 , Ramirez-Garcia M 93 , Vazquez Valencia F 93 , Eysermans J 94 , Pedraza I 94 , Salazar Ibarguen HA 94 , Uribe Estrada C 94 , Morelos Pineda A 95 , Raicevic N 96 , Krofcheck D 97 , Bheesette S 98 , Butler PH 98 , Ahmad A 99 , Ahmad M 99 , Asghar MI 99 , Hassan Q 99 , Hoorani HR 99 , Khan WA 99 , Shah MA 99 , Shoaib M 99 , Waqas M 99 , Bialkowska H 100 , Bluj M 100 , Boimska B 100 , Frueboes T 100 , Górski M 100 , Kazana M 100 , Szleper M 100 , Traczyk P 100 , Zalewski P 100 , Bunkowski K 101 , Byszuk A 101 , Doroba K 101 , Kalinowski A 101 , Konecki M 101 , Krolikowski J 101 , Misiura M 101 , Olszewski M 101 , Pyskir A 101 , Walczak M 101 , Araujo M 102 , Bargassa P 102 , Beirão Da Cruz E Silva C 102 , Di Francesco A 102 , Faccioli P 102 , Galinhas B 102 , Gallinaro M 102 , Hollar J 102 , Leonardo N 102 , Seixas J 102 , Strong G 102 , Toldaiev O 102 , Varela J 102 , Afanasiev S 103 , Bunin P 103 , Gavrilenko M 103 , Golutvin I 103 , Gorbunov I 103 , Kamenev A 103 , Karjavine V 103 , Lanev A 103 , Malakhov A 103 , Matveev V 103 , Moisenz P 103 , Palichik V 103 , Perelygin V 103 , Shmatov S 103 , Shulha S 103 , Skatchkov N 103 , Smirnov V 103 , Voytishin N 103 , Zarubin A 103 , Golovtsov V 104 , Ivanov Y 104 , Kim V 104 , Kuznetsova E 104 , Levchenko P 104 , Murzin V 104 , Oreshkin V 104 , Smirnov I 104 , Sosnov D 104 , Sulimov V 104 , Uvarov L 104 , Vavilov S 104 , Vorobyev A 104 , Andreev Y 105 , Dermenev A 105 , Gninenko S 105 , Golubev N 105 , Karneyeu A 105 , Kirsanov M 105 , Krasnikov N 105 , Pashenkov A 105 , Shabanov A 105 , Tlisov D 105 , Toropin A 105 , Epshteyn V 106 , Gavrilov V 106 , Lychkovskaya N 106 , Popov V 106 , Pozdnyakov I 106 , Safronov G 106 , Spiridonov A 106 , Stepennov A 106 , Stolin V 106 , Toms M 106 , Vlasov E 106 , Zhokin A 106 , Aushev T 107 , Chistov R 108 , Danilov M 108 , Parygin P 108 , Tarkovskii E 108 , Andreev V 109 , Azarkin M 109 , Dremin I 109 , Kirakosyan M 109 , Terkulov A 109 , Baskakov A 110 , Belyaev A 110 , Boos E 110 , Bunichev V 110 , Dubinin M 110 , Dudko L 110 , Klyukhin V 110 , Kodolova O 110 , Korneeva N 110 , Lokhtin I 110 , Obraztsov S 110 , Perfilov M 110 , Savrin V 110 , Barnyakov A 111 , Blinov V 111 , Dimova T 111 , Kardapoltsev L 111 , Skovpen Y 111 , Azhgirey I 112 , Bayshev I 112 , Bitioukov S 112 , Kachanov V 112 , Kalinin A 112 , Konstantinov D 112 , Mandrik P 112 , Petrov V 112 , Ryutin R 112 , Slabospitskii S 112 , Sobol A 112 , Troshin S 112 , Tyurin N 112 , Uzunian A 112 , Volkov A 112 , Babaev A 113 , Baidali S 113 , Iuzhakov A 113 , Okhotnikov V 113 , Adzic P 114 , Cirkovic P 114 , Devetak D 114 , Dordevic M 114 , Milenovic P 114 , Milosevic J 114 , Alcaraz Maestre J 115 , Álvarez Fernández A 115 , Bachiller I 115 , Barrio Luna M 115 , Brochero Cifuentes JA 115 , Cerrada M 115 , Colino N 115 , De La Cruz B 115 , Delgado Peris A 115 , Fernandez Bedoya C 115 , Fernández Ramos JP 115 , Flix J 115 , Fouz MC 115 , Gonzalez Lopez O 115 , Goy Lopez S 115 , Hernandez JM 115 , Josa MI 115 , Moran D 115 , Pérez-Calero Yzquierdo A 115 , Puerta Pelayo J 115 , Redondo I 115 , Romero L 115 , Sánchez Navas S 115 , Soares MS 115 , Triossi A 115 , Albajar C 116 , de Trocóniz JF 116 , Cuevas J 117 , Erice C 117 , Fernandez Menendez J 117 , Folgueras S 117 , Gonzalez Caballero I 117 , González Fernández JR 117 , Palencia Cortezon E 117 , Rodríguez Bouza V 117 , Sanchez Cruz S 117 , Vizan Garcia JM 117 , Cabrillo IJ 118 , Calderon A 118 , Chazin Quero B 118 , Duarte Campderros J 118 , Fernandez M 118 , Fernández Manteca PJ 118 , García Alonso A 118 , Garcia-Ferrero J 118 , Gomez G 118 , Lopez Virto A 118 , Marco J 118 , Martinez Rivero C 118 , Martinez Ruiz Del Arbol P 118 , Matorras F 118 , Piedra Gomez J 118 , Prieels C 118 , Rodrigo T 118 , Ruiz-Jimeno A 118 , Scodellaro L 118 , Trevisani N 118 , Vila I 118 , Vilar Cortabitarte R 118 , Wickramage N 119 , Abbaneo D 120 , Akgun B 120 , Auffray E 120 , Auzinger G 120 , Baillon P 120 , Ball AH 120 , Barney D 120 , Bendavid J 120 , Bianco M 120 , Bocci A 120 , Botta C 120 , Brondolin E 120 , Camporesi T 120 , Cepeda M 120 , Cerminara G 120 , Chapon E 120 , Chen Y 120 , Cucciati G 120 , d'Enterria D 120 , Dabrowski A 120 , Daci N 120 , Daponte V 120 , David A 120 , De Roeck A 120 , Deelen N 120 , Dobson M 120 , Dünser M 120 , Dupont N 120 , Elliott-Peisert A 120 , Fallavollita F 120 , Fasanella D 120 , Franzoni G 120 , Fulcher J 120 , Funk W 120 , Gigi D 120 , Gilbert A 120 , Gill K 120 , Glege F 120 , Gruchala M 120 , Guilbaud M 120 , Gulhan D 120 , Hegeman J 120 , Heidegger C 120 , Iiyama Y 120 , Innocente V 120 , Innocenti GM 120 , Jafari A 120 , Janot P 120 , Karacheban O 120 , Kieseler J 120 , Kornmayer A 120 , Krammer M 120 , Lange C 120 , Lecoq P 120 , Lourenço C 120 , Malgeri L 120 , Mannelli M 120 , Massironi A 120 , Meijers F 120 , Merlin JA 120 , Mersi S 120 , Meschi E 120 , Moortgat F 120 , Mulders M 120 , Ngadiuba J 120 , Nourbakhsh S 120 , Orfanelli S 120 , Orsini L 120 , Pantaleo F 120 , Pape L 120 , Perez E 120 , Peruzzi M 120 , Petrilli A 120 , Petrucciani G 120 , Pfeiffer A 120 , Pierini M 120 , Pitters FM 120 , Rabady D 120 , Racz A 120 , Rovere M 120 , Sakulin H 120 , Schäfer C 120 , Schwick C 120 , Selvaggi M 120 , Sharma A 120 , Silva P 120 , Sphicas P 120 , Stakia A 120 , Steggemann J 120 , Treille D 120 , Tsirou A 120 , Vartak A 120 , Verzetti M 120 , Zeuner WD 120 , Caminada L 121 , Deiters K 121 , Erdmann W 121 , Horisberger R 121 , Ingram Q 121 , Kaestli HC 121 , Kotlinski D 121 , Langenegger U 121 , Rohe T 121 , Wiederkehr SA 121 , Backhaus M 122 , Berger P 122 , Chernyavskaya N 122 , Dissertori G 122 , Dittmar M 122 , Donegà M 122 , Dorfer C 122 , Gómez Espinosa TA 122 , Grab C 122 , Hits D 122 , Klijnsma T 122 , Lustermann W 122 , Manzoni RA 122 , Marionneau M 122 , Meinhard MT 122 , Micheli F 122 , Musella P 122 , Nessi-Tedaldi F 122 , Pauss F 122 , Perrin G 122 , Perrozzi L 122 , Pigazzini S 122 , Reichmann M 122 , Reissel C 122 , Reitenspiess T 122 , Ruini D 122 , Sanz Becerra DA 122 , Schönenberger M 122 , Shchutska L 122 , Tavolaro VR 122 , Theofilatos K 122 , Vesterbacka Olsson ML 122 , Wallny R 122 , Zhu DH 122 , Aarrestad TK 123 , Amsler C 123 , Brzhechko D 123 , Canelli MF 123 , De Cosa A 123 , Del Burgo R 123 , Donato S 123 , Galloni C 123 , Hreus T 123 , Kilminster B 123 , Leontsinis S 123 , Mikuni VM 123 , Neutelings I 123 , Rauco G 123 , Robmann P 123 , Salerno D 123 , Schweiger K 123 , Seitz C 123 , Takahashi Y 123 , Wertz S 123 , Zucchetta A 123 , Doan TH 124 , Kuo CM 124 , Lin W 124 , Yu SS 124 , Chang P 125 , Chao Y 125 , Chen KF 125 , Chen PH 125 , Hou WS 125 , Liu YF 125 , Lu RS 125 , Paganis E 125 , Psallidas A 125 , Steen A 125 , Asavapibhop B 126 , Srimanobhas N 126 , Suwonjandee N 126 , Bat A 127 , Boran F 127 , Cerci S 127 , Damarseckin S 127 , Demiroglu ZS 127 , Dolek F 127 , Dozen C 127 , Dumanoglu I 127 , Gokbulut G 127 , Gurpinar Guler E 127 , Guler Y 127 , Hos I 127 , Isik C 127 , Kangal EE 127 , Kara O 127 , Kayis Topaksu A 127 , Kiminsu U 127 , Oglakci M 127 , Onengut G 127 , Ozdemir K 127 , Ozturk S 127 , Sunar Cerci D 127 , Tali B 127 , Tok UG 127 , Turkcapar S 127 , Zorbakir IS 127 , Zorbilmez C 127 , Isildak B 128 , Karapinar G 128 , Yalvac M 128 , Zeyrek M 128 , Atakisi IO 129 , Gülmez E 129 , Kaya M 129 , Kaya O 129 , Özçelik Ö 129 , Ozkorucuklu S 129 , Tekten S 129 , Yetkin EA 129 , Cakir A 130 , Cankocak K 130 , Komurcu Y 130 , Sen S 130 , Grynyov B 131 , Levchuk L 132 , Ball F 133 , Brooke JJ 133 , Burns D 133 , Clement E 133 , Cussans D 133 , Davignon O 133 , Flacher H 133 , Goldstein J 133 , Heath GP 133 , Heath HF 133 , Kreczko L 133 , Newbold DM 133 , Paramesvaran S 133 , Penning B 133 , Sakuma T 133 , Smith D 133 , Smith VJ 133 , Taylor J 133 , Titterton A 133 , Bell KW 134 , Belyaev A 134 , Brew C 134 , Brown RM 134 , Cieri D 134 , Cockerill DJA 134 , Coughlan JA 134 , Harder K 134 , Harper S 134 , Linacre J 134 , Manolopoulos K 134 , Olaiya E 134 , Petyt D 134 , Reis T 134 , Schuh T 134 , Shepherd-Themistocleous CH 134 , Thea A 134 , Tomalin IR 134 , Williams T 134 , Womersley WJ 134 , Bainbridge R 135 , Bloch P 135 , Borg J 135 , Breeze S 135 , Buchmuller O 135 , Bundock A 135 , Colling D 135 , Dauncey P 135 , Davies G 135 , Della Negra M 135 , Di Maria R 135 , Everaerts P 135 , Hall G 135 , Iles G 135 , James T 135 , Komm M 135 , Laner C 135 , Lyons L 135 , Magnan AM 135 , Malik S 135 , Martelli A 135 , Milosevic V 135 , Nash J 135 , Nikitenko A 135 , Palladino V 135 , Pesaresi M 135 , Raymond DM 135 , Richards A 135 , Rose A 135 , Scott E 135 , Seez C 135 , Shtipliyski A 135 , Singh G 135 , Stoye M 135 , Strebler T 135 , Summers S 135 , Tapper A 135 , Uchida K 135 , Virdee T 135 , Wardle N 135 , Winterbottom D 135 , Wright J 135 , Zenz SC 135 , Cole JE 136 , Hobson PR 136 , Khan A 136 , Kyberd P 136 , Mackay CK 136 , Morton A 136 , Reid ID 136 , Teodorescu L 136 , Zahid S 136 , Call K 137 , Dittmann J 137 , Hatakeyama K 137 , Liu H 137 , Madrid C 137 , McMaster B 137 , Pastika N 137 , Smith C 137 , Bartek R 138 , Dominguez A 138 , Buccilli A 139 , Charaf O 139 , Cooper SI 139 , Henderson C 139 , Rumerio P 139 , West C 139 , Arcaro D 140 , Bose T 140 , Demiragli Z 140 , Gastler D 140 , Girgis S 140 , Pinna D 140 , Richardson C 140 , Rohlf J 140 , Sperka D 140 , Suarez I 140 , Sulak L 140 , Zou D 140 , Benelli G 141 , Burkle B 141 , Coubez X 141 , Cutts D 141 , Hadley M 141 , Hakala J 141 , Heintz U 141 , Hogan JM 141 , Kwok KHM 141 , Laird E 141 , Landsberg G 141 , Lee J 141 , Mao Z 141 , Narain M 141 , Sagir S 141 , Syarif R 141 , Usai E 141 , Yu D 141 , Band R 142 , Brainerd C 142 , Breedon R 142 , Burns D 142 , Calderon De La Barca Sanchez M 142 , Chertok M 142 , Conway J 142 , Conway R 142 , Cox PT 142 , Erbacher R 142 , Flores C 142 , Funk G 142 , Ko W 142 , Kukral O 142 , Lander R 142 , Mulhearn M 142 , Pellett D 142 , Pilot J 142 , Shi M 142 , Stolp D 142 , Taylor D 142 , Tos K 142 , Tripathi M 142 , Wang Z 142 , Zhang F 142 , Bachtis M 143 , Bravo C 143 , Cousins R 143 , Dasgupta A 143 , Florent A 143 , Hauser J 143 , Ignatenko M 143 , Mccoll N 143 , Regnard S 143 , Saltzberg D 143 , Schnaible C 143 , Valuev V 143 , Bouvier E 144 , Burt K 144 , Clare R 144 , Gary JW 144 , Ghiasi Shirazi SMA 144 , Hanson G 144 , Karapostoli G 144 , Kennedy E 144 , Long OR 144 , Olmedo Negrete M 144 , Paneva MI 144 , Si W 144 , Wang L 144 , Wei H 144 , Wimpenny S 144 , Yates BR 144 , Branson JG 145 , Chang P 145 , Cittolin S 145 , Derdzinski M 145 , Gerosa R 145 , Gilbert D 145 , Hashemi B 145 , Holzner A 145 , Klein D 145 , Kole G 145 , Krutelyov V 145 , Letts J 145 , Masciovecchio M 145 , May S 145 , Olivito D 145 , Padhi S 145 , Pieri M 145 , Sharma V 145 , Tadel M 145 , Wood J 145 , Würthwein F 145 , Yagil A 145 , Zevi Della Porta G 145 , Amin N 146 , Bhandari R 146 , Campagnari C 146 , Citron M 146 , Dutta V 146 , Franco Sevilla M 146 , Gouskos L 146 , Heller R 146 , Incandela J 146 , Mei H 146 , Ovcharova A 146 , Qu H 146 , Richman J 146 , Stuart D 146 , Wang S 146 , Yoo J 146 , Anderson D 147 , Bornheim A 147 , Lawhorn JM 147 , Lu N 147 , Newman HB 147 , Nguyen TQ 147 , Pata J 147 , Spiropulu M 147 , Vlimant JR 147 , Wilkinson R 147 , Xie S 147 , Zhang Z 147 , Zhu RY 147 , Andrews MB 148 , Ferguson T 148 , Mudholkar T 148 , Paulini M 148 , Sun M 148 , Vorobiev I 148 , Weinberg M 148 , Cumalat JP 149 , Ford WT 149 , Jensen F 149 , Johnson A 149 , MacDonald E 149 , Mulholland T 149 , Patel R 149 , Perloff A 149 , Stenson K 149 , Ulmer KA 149 , Wagner SR 149 , Alexander J 150 , Chaves J 150 , Cheng Y 150 , Chu J 150 , Datta A 150 , Mcdermott K 150 , Mirman N 150 , Monroy J 150 , Patterson JR 150 , Quach D 150 , Rinkevicius A 150 , Ryd A 150 , Skinnari L 150 , Soffi L 150 , Tan SM 150 , Tao Z 150 , Thom J 150 , Tucker J 150 , Wittich P 150 , Zientek M 150 , Abdullin S 151 , Albrow M 151 , Alyari M 151 , Apollinari G 151 , Apresyan A 151 , Apyan A 151 , Banerjee S 151 , Bauerdick LAT 151 , Beretvas A 151 , Berryhill J 151 , Bhat PC 151 , Burkett K 151 , Butler JN 151 , Canepa A 151 , Cerati GB 151 , Cheung HWK 151 , Chlebana F 151 , Cremonesi M 151 , Duarte J 151 , Elvira VD 151 , Freeman J 151 , Gecse Z 151 , Gottschalk E 151 , Gray L 151 , Green D 151 , Grünendahl S 151 , Gutsche O 151 , Hanlon J 151 , Harris RM 151 , Hasegawa S 151 , Hirschauer J 151 , Hu Z 151 , Jayatilaka B 151 , Jindariani S 151 , Johnson M 151 , Joshi U 151 , Klima B 151 , Kortelainen MJ 151 , Kreis B 151 , Lammel S 151 , Lincoln D 151 , Lipton R 151 , Liu M 151 , Liu T 151 , Lykken J 151 , Maeshima K 151 , Marraffino JM 151 , Mason D 151 , McBride P 151 , Merkel P 151 , Mrenna S 151 , Nahn S 151 , O'Dell V 151 , Pedro K 151 , Pena C 151 , Prokofyev O 151 , Rakness G 151 , Ravera F 151 , Reinsvold A 151 , Ristori L 151 , Schneider B 151 , Sexton-Kennedy E 151 , Soha A 151 , Spalding WJ 151 , Spiegel L 151 , Stoynev S 151 , Strait J 151 , Strobbe N 151 , Taylor L 151 , Tkaczyk S 151 , Tran NV 151 , Uplegger L 151 , Vaandering EW 151 , Vernieri C 151 , Verzocchi M 151 , Vidal R 151 , Wang M 151 , Weber HA 151 , Acosta D 152 , Avery P 152 , Bortignon P 152 , Bourilkov D 152 , Brinkerhoff A 152 , Cadamuro L 152 , Carnes A 152 , Curry D 152 , Field RD 152 , Gleyzer SV 152 , Joshi BM 152 , Konigsberg J 152 , Korytov A 152 , Lo KH 152 , Ma P 152 , Matchev K 152 , Menendez N 152 , Mitselmakher G 152 , Rosenzweig D 152 , Shi K 152 , Wang J 152 , Wang S 152 , Zuo X 152 , Joshi YR 153 , Linn S 153 , Adams T 154 , Askew A 154 , Hagopian S 154 , Hagopian V 154 , Johnson KF 154 , Khurana R 154 , Kolberg T 154 , Martinez G 154 , Perry T 154 , Prosper H 154 , Saha A 154 , Schiber C 154 , Yohay R 154 , Baarmand MM 155 , Bhopatkar V 155 , Colafranceschi S 155 , Hohlmann M 155 , Noonan D 155 , Rahmani M 155 , Roy T 155 , Saunders M 155 , Yumiceva F 155 , Adams MR 156 , Apanasevich L 156 , Berry D 156 , Betts RR 156 , Cavanaugh R 156 , Chen X 156 , Dittmer S 156 , Evdokimov O 156 , Gerber CE 156 , Hangal DA 156 , Hofman DJ 156 , Jung K 156 , Mills C 156 , Tonjes MB 156 , Varelas N 156 , Wang H 156 , Wang X 156 , Wu Z 156 , Zhang J 156 , Alhusseini M 157 , Bilki B 157 , Clarida W 157 , Dilsiz K 157 , Durgut S 157 , Gandrajula RP 157 , Haytmyradov M 157 , Khristenko V 157 , Köseyan OK 157 , Merlo JP 157 , Mestvirishvili A 157 , Moeller A 157 , Nachtman J 157 , Ogul H 157 , Onel Y 157 , Ozok F 157 , Penzo A 157 , Snyder C 157 , Tiras E 157 , Wetzel J 157 , Blumenfeld B 158 , Cocoros A 158 , Eminizer N 158 , Fehling D 158 , Feng L 158 , Gritsan AV 158 , Hung WT 158 , Maksimovic P 158 , Roskes J 158 , Sarica U 158 , Swartz M 158 , Xiao M 158 , Al-Bataineh A 159 , Baringer P 159 , Bean A 159 , Boren S 159 , Bowen J 159 , Bylinkin A 159 , Castle J 159 , Khalil S 159 , Kropivnitskaya A 159 , Majumder D 159 , Mcbrayer W 159 , Murray M 159 , Rogan C 159 , Sanders S 159 , Schmitz E 159 , Tapia Takaki JD 159 , Wang Q 159 , Duric S 160 , Ivanov A 160 , Kaadze K 160 , Kim D 160 , Maravin Y 160 , Mendis DR 160 , Mitchell T 160 , Modak A 160 , Mohammadi A 160 , Rebassoo F 161 , Wright D 161 , Baden A 162 , Baron O 162 , Belloni A 162 , Eno SC 162 , Feng Y 162 , Ferraioli C 162 , Hadley NJ 162 , Jabeen S 162 , Jeng GY 162 , Kellogg RG 162 , Kunkle J 162 , Mignerey AC 162 , Nabili S 162 , Ricci-Tam F 162 , Seidel M 162 , Shin YH 162 , Skuja A 162 , Tonwar SC 162 , Wong K 162 , Abercrombie D 163 , Allen B 163 , Azzolini V 163 , Baty A 163 , Bi R 163 , Brandt S 163 , Busza W 163 , Cali IA 163 , D'Alfonso M 163 , Gomez Ceballos G 163 , Goncharov M 163 , Harris P 163 , Hsu D 163 , Hu M 163 , Klute M 163 , Kovalskyi D 163 , Lee YJ 163 , Luckey PD 163 , Maier B 163 , Marini AC 163 , Mcginn C 163 , Mironov C 163 , Narayanan S 163 , Niu X 163 , Paus C 163 , Rankin D 163 , Roland C 163 , Roland G 163 , Shi Z 163 , Stephans GSF 163 , Sumorok K 163 , Tatar K 163 , Velicanu D 163 , Wang J 163 , Wang TW 163 , Wyslouch B 163 , Benvenuti AC 164 , Chatterjee RM 164 , Evans A 164 , Hansen P 164 , Hiltbrand J 164 , Jain S 164 , Kalafut S 164 , Krohn M 164 , Kubota Y 164 , Lesko Z 164 , Mans J 164 , Rusack R 164 , Wadud MA 164 , Acosta JG 165 , Oliveros S 165 , Avdeeva E 166 , Bloom K 166 , Claes DR 166 , Fangmeier C 166 , Finco L 166 , Golf F 166 , Gonzalez Suarez R 166 , Kamalieddin R 166 , Kravchenko I 166 , Siado JE 166 , Snow GR 166 , Stieger B 166 , Godshalk A 167 , Harrington C 167 , Iashvili I 167 , Kharchilava A 167 , Mclean C 167 , Nguyen D 167 , Parker A 167 , Rappoccio S 167 , Roozbahani B 167 , Alverson G 168 , Barberis E 168 , Freer C 168 , Haddad Y 168 , Hortiangtham A 168 , Madigan G 168 , Morse DM 168 , Orimoto T 168 , Tishelman-Charny A 168 , Wamorkar T 168 , Wang B 168 , Wisecarver A 168 , Wood D 168 , Bhattacharya S 169 , Bueghly J 169 , Gunter T 169 , Hahn KA 169 , Odell N 169 , Schmitt MH 169 , Sung K 169 , Trovato M 169 , Velasco M 169 , Bucci R 170 , Dev N 170 , Goldouzian R 170 , Hildreth M 170 , Hurtado Anampa K 170 , Jessop C 170 , Karmgard DJ 170 , Lannon K 170 , Li W 170 , Loukas N 170 , Marinelli N 170 , Meng F 170 , Mueller C 170 , Musienko Y 170 , Planer M 170 , Ruchti R 170 , Siddireddy P 170 , Smith G 170 , Taroni S 170 , Wayne M 170 , Wightman A 170 , Wolf M 170 , Woodard A 170 , Alimena J 171 , Antonelli L 171 , Bylsma B 171 , Durkin LS 171 , Flowers S 171 , Francis B 171 , Hill C 171 , Ji W 171 , Lefeld A 171 , Ling TY 171 , Luo W 171 , Winer BL 171 , Cooperstein S 172 , Dezoort G 172 , Elmer P 172 , Hardenbrook J 172 , Haubrich N 172 , Higginbotham S 172 , Kalogeropoulos A 172 , Kwan S 172 , Lange D 172 , Lucchini MT 172 , Luo J 172 , Marlow D 172 , Mei K 172 , Ojalvo I 172 , Olsen J 172 , Palmer C 172 , Piroué P 172 , Salfeld-Nebgen J 172 , Stickland D 172 , Tully C 172 , Wang Z 172 , Malik S 173 , Norberg S 173 , Barker A 174 , Barnes VE 174 , Das S 174 , Gutay L 174 , Jones M 174 , Jung AW 174 , Khatiwada A 174 , Mahakud B 174 , Miller DH 174 , Neumeister N 174 , Peng CC 174 , Piperov S 174 , Qiu H 174 , Schulte JF 174 , Sun J 174 , Wang F 174 , Xiao R 174 , Xie W 174 , Cheng T 175 , Dolen J 175 , Parashar N 175 , Chen Z 176 , Ecklund KM 176 , Freed S 176 , Geurts FJM 176 , Kilpatrick M 176 , Kumar A 176 , Li W 176 , Padley BP 176 , Roberts J 176 , Rorie J 176 , Shi W 176 , Tu Z 176 , Zhang A 176 , Bodek A 177 , de Barbaro P 177 , Demina R 177 , Duh YT 177 , Dulemba JL 177 , Fallon C 177 , Ferbel T 177 , Galanti M 177 , Garcia-Bellido A 177 , Han J 177 , Hindrichs O 177 , Khukhunaishvili A 177 , Ranken E 177 , Tan P 177 , Taus R 177 , Chiarito B 178 , Chou JP 178 , Gershtein Y 178 , Halkiadakis E 178 , Hart A 178 , Heindl M 178 , Hughes E 178 , Kaplan S 178 , Kyriacou S 178 , Laflotte I 178 , Lath A 178 , Montalvo R 178 , Nash K 178 , Osherson M 178 , Saka H 178 , Salur S 178 , Schnetzer S 178 , Sheffield D 178 , Somalwar S 178 , Stone R 178 , Thomas S 178 , Thomassen P 178 , Acharya H 179 , Delannoy AG 179 , Heideman J 179 , Riley G 179 , Spanier S 179 , Bouhali O 180 , Celik A 180 , Dalchenko M 180 , De Mattia M 180 , Delgado A 180 , Dildick S 180 , Eusebi R 180 , Gilmore J 180 , Huang T 180 , Kamon T 180 , Luo S 180 , Marley D 180 , Mueller R 180 , Overton D 180 , Perniè L 180 , Rathjens D 180 , Safonov A 180 , Akchurin N 181 , Damgov J 181 , De Guio F 181 , Dudero PR 181 , Kunori S 181 , Lamichhane K 181 , Lee SW 181 , Mengke T 181 , Muthumuni S 181 , Peltola T 181 , Undleeb S 181 , Volobouev I 181 , Wang Z 181 , Whitbeck A 181 , Greene S 182 , Gurrola A 182 , Janjam R 182 , Johns W 182 , Maguire C 182 , Melo A 182 , Ni H 182 , Padeken K 182 , Romeo F 182 , Sheldon P 182 , Tuo S 182 , Velkovska J 182 , Verweij M 182 , Xu Q 182 , Arenton MW 183 , Barria P 183 , Cox B 183 , Hirosky R 183 , Joyce M 183 , Ledovskoy A 183 , Li H 183 , Neu C 183 , Wang Y 183 , Wolfe E 183 , Xia F 183 , Harr R 184 , Karchin PE 184 , Poudyal N 184 , Sturdy J 184 , Thapa P 184 , Zaleski S 184 , Buchanan J 185 , Caillol C 185 , Carlsmith D 185 , Dasu S 185 , De Bruyn I 185 , Dodd L 185 , Gomber B 185 , Grothe M 185 , Herndon M 185 , Hervé A 185 , Hussain U 185 , Klabbers P 185 , Lanaro A 185 , Long K 185 , Loveless R 185 , Ruggles T 185 , Savin A 185 , Sharma V 185 , Smith N 185 , Smith WH 185 , Woods N 185 , CMS Collaboration

Affiliations 

  • 1 Yerevan Physics Institute, Yerevan, Armenia
  • 2 Institut für Hochenergiephysik, Wien, Austria
  • 3 Institute for Nuclear Problems, Minsk, Belarus
  • 4 Universiteit Antwerpen, Antwerpen, Belgium
  • 5 Vrije Universiteit Brussel, Brussel, Belgium
  • 6 Université Libre de Bruxelles, Bruxelles, Belgium
  • 7 Ghent University, Ghent, Belgium
  • 8 Université Catholique de Louvain, Louvain-la-Neuve, Belgium
  • 9 Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
  • 10 Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
  • 11 Universidade Estadual Paulista, São Paulo, Brazil
  • 12 Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
  • 13 University of Sofia, Sofia, Bulgaria
  • 14 Beihang University, Beijing, China
  • 15 Institute of High Energy Physics, Beijing, China
  • 16 State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
  • 17 Tsinghua University, Beijing, China
  • 18 Universidad de Los Andes, Bogota, Colombia
  • 19 Universidad de Antioquia, Medellin, Colombia
  • 20 University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
  • 21 University of Split, Faculty of Science, Split, Croatia
  • 22 Institute Rudjer Boskovic, Zagreb, Croatia
  • 23 University of Cyprus, Nicosia, Cyprus
  • 24 Charles University, Prague, Czech Republic
  • 25 Escuela Politecnica Nacional, Quito, Ecuador
  • 26 Universidad San Francisco de Quito, Quito, Ecuador
  • 27 Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
  • 28 National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
  • 29 Department of Physics, University of Helsinki, Helsinki, Finland
  • 30 Helsinki Institute of Physics, Helsinki, Finland
  • 31 Lappeenranta University of Technology, Lappeenranta, Finland
  • 32 IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
  • 33 Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France
  • 34 Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
  • 35 Centre de Calcul de l'Institut National de Physique Nucleaire et de Physique des Particules, CNRS/IN2P3, Villeurbanne, France
  • 36 Université de Lyon, Université Claude Bernard Lyon 1, CNRS-IN2P3, Institut de Physique Nucléaire de Lyon, Villeurbanne, France
  • 37 Georgian Technical University, Tbilisi, Georgia
  • 38 Tbilisi State University, Tbilisi, Georgia
  • 39 RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
  • 40 RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
  • 41 RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
  • 42 Deutsches Elektronen-Synchrotron, Hamburg, Germany
  • 43 University of Hamburg, Hamburg, Germany
  • 44 Karlsruher Institut fuer Technologie, Karlsruhe, Germany
  • 45 Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
  • 46 National and Kapodistrian University of Athens, Athens, Greece
  • 47 National Technical University of Athens, Athens, Greece
  • 48 University of Ioánnina, Ioánnina, Greece
  • 49 MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
  • 50 Wigner Research Centre for Physics, Budapest, Hungary
  • 51 Institute of Nuclear Research ATOMKI, Debrecen, Hungary
  • 52 Institute of Physics, University of Debrecen, Debrecen, Hungary
  • 53 Indian Institute of Science (IISc), Bangalore, India
  • 54 National Institute of Science Education and Research, HBNI, Bhubaneswar, India
  • 55 Panjab University, Chandigarh, India
  • 56 University of Delhi, Delhi, India
  • 57 Saha Institute of Nuclear Physics, HBNI, Kolkata,India
  • 58 Indian Institute of Technology Madras, Madras, India
  • 59 Bhabha Atomic Research Centre, Mumbai, India
  • 60 Tata Institute of Fundamental Research-A, Mumbai, India
  • 61 Tata Institute of Fundamental Research-B, Mumbai, India
  • 62 Indian Institute of Science Education and Research (IISER), Pune, India
  • 63 Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
  • 64 University College Dublin, Dublin, Ireland
  • 65 INFN Sezione di Bari, Bari, Italy
  • 66 INFN Sezione di Bologna, Bologna, Italy
  • 67 INFN Sezione di Catania, Catania, Italy
  • 68 INFN Sezione di Firenze, Firenze, Italy
  • 69 INFN Laboratori Nazionali di Frascati, Frascati, Italy
  • 70 INFN Sezione di Genova, Genova, Italy
  • 71 INFN Sezione di Milano-Bicocca, Milano, Italy
  • 72 INFN Sezione di Napoli, Napoli, Italy
  • 73 INFN Sezione di Padova, Padova, Italy
  • 74 INFN Sezione di Pavia, Pavia, Italy
  • 75 INFN Sezione di Perugia, Perugia, Italy
  • 76 INFN Sezione di Pisa, Pisa, Italy
  • 77 INFN Sezione di Roma, Rome, Italy
  • 78 INFN Sezione di Torino, Torino, Italy
  • 79 INFN Sezione di Trieste, Trieste, Italy
  • 80 Kyungpook National University, Daegu, Korea
  • 81 Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
  • 82 Hanyang University, Seoul, Korea
  • 83 Korea University, Seoul, Korea
  • 84 Sejong University, Seoul, Korea
  • 85 Seoul National University, Seoul, Korea
  • 86 University of Seoul, Seoul, Korea
  • 87 Sungkyunkwan University, Suwon, Korea
  • 88 Riga Technical University, Riga, Latvia
  • 89 Vilnius University, Vilnius, Lithuania
  • 90 National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
  • 91 Universidad de Sonora (UNISON), Hermosillo, Mexico
  • 92 Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
  • 93 Universidad Iberoamericana, Mexico City, Mexico
  • 94 Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
  • 95 Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
  • 96 University of Montenegro, Podgorica, Montenegro
  • 97 University of Auckland, Auckland, New Zealand
  • 98 University of Canterbury, Christchurch, New Zealand
  • 99 National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
  • 100 National Centre for Nuclear Research, Swierk, Poland
  • 101 Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
  • 102 Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
  • 103 Joint Institute for Nuclear Research, Dubna, Russia
  • 104 Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia
  • 105 Institute for Nuclear Research, Moscow, Russia
  • 106 Institute for Theoretical and Experimental Physics, Moscow, Russia
  • 107 Moscow Institute of Physics and Technology, Moscow, Russia
  • 108 National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia
  • 109 P.N. Lebedev Physical Institute, Moscow, Russia
  • 110 Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia
  • 111 Novosibirsk State University (NSU), Novosibirsk, Russia
  • 112 Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia
  • 113 National Research Tomsk Polytechnic University, Tomsk, Russia
  • 114 University of Belgrade, Faculty of Physics and Vinca Institute of Nuclear Sciences, Belgrade, Serbia
  • 115 Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
  • 116 Universidad Autónoma de Madrid, Madrid, Spain
  • 117 Universidad de Oviedo, Oviedo, Spain
  • 118 Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
  • 119 University of Ruhuna, Department of Physics, Matara, Sri Lanka
  • 120 CERN, European Organization for Nuclear Research, Geneva, Switzerland
  • 121 Paul Scherrer Institut, Villigen, Switzerland
  • 122 ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
  • 123 Universität Zürich, Zurich, Switzerland
  • 124 National Central University, Chung-Li, Taiwan
  • 125 National Taiwan University (NTU), Taipei, Taiwan
  • 126 Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
  • 127 Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
  • 128 Middle East Technical University, Physics Department, Ankara, Turkey
  • 129 Bogazici University, Istanbul, Turkey
  • 130 Istanbul Technical University, Istanbul, Turkey
  • 131 Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkov, Ukraine
  • 132 National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine
  • 133 University of Bristol, Bristol, United Kingdom
  • 134 Rutherford Appleton Laboratory, Didcot, United Kingdom
  • 135 Imperial College, London, United Kingdom
  • 136 Brunel University, Uxbridge, United Kingdom
  • 137 Baylor University, Waco, Texas, USA
  • 138 Catholic University of America, Washington, DC, USA
  • 139 The University of Alabama, Tuscaloosa, Alabama, USA
  • 140 Boston University, Boston, Massachusetts, USA
  • 141 Brown University, Providence, Rhode Island, USA
  • 142 University of California, Davis, Davis, California, USA
  • 143 University of California, Los Angeles, California, USA
  • 144 University of California, Riverside, Riverside, California, USA
  • 145 University of California, San Diego, La Jolla, California, USA
  • 146 University of California, Santa Barbara-Department of Physics, Santa Barbara, California, USA
  • 147 California Institute of Technology, Pasadena, California, USA
  • 148 Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
  • 149 University of Colorado Boulder, Boulder, Colorado, USA
  • 150 Cornell University, Ithaca, New York, USA
  • 151 Fermi National Accelerator Laboratory, Batavia, Illinois, USA
  • 152 University of Florida, Gainesville, Florida, USA
  • 153 Florida International University, Miami, Florida, USA
  • 154 Florida State University, Tallahassee, Florida, USA
  • 155 Florida Institute of Technology, Melbourne, Florida, USA
  • 156 University of Illinois at Chicago (UIC), Chicago, Illinois, USA
  • 157 The University of Iowa, Iowa City, Iowa, USA
  • 158 Johns Hopkins University, Baltimore, Maryland, USA
  • 159 The University of Kansas, Lawrence, Kansas, USA
  • 160 Kansas State University, Manhattan, Kansas, USA
  • 161 Lawrence Livermore National Laboratory, Livermore, California, USA
  • 162 University of Maryland, College Park, Maryland, USA
  • 163 Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
  • 164 University of Minnesota, Minneapolis, Minnesota, USA
  • 165 University of Mississippi, Oxford, Mississippi, USA
  • 166 University of Nebraska-Lincoln, Lincoln, Nebraska, USA
  • 167 State University of New York at Buffalo, Buffalo, New York, USA
  • 168 Northeastern University, Boston, Massachusetts, USA
  • 169 Northwestern University, Evanston, Illinois, USA
  • 170 University of Notre Dame, Notre Dame, Indiana, USA
  • 171 The Ohio State University, Columbus, Ohio, USA
  • 172 Princeton University, Princeton, New Jersey, USA
  • 173 University of Puerto Rico, Mayaguez, Puerto Rico
  • 174 Purdue University, West Lafayette, Indiana, USA
  • 175 Purdue University Northwest, Hammond, Indiana, USA
  • 176 Rice University, Houston, Texas, USA
  • 177 University of Rochester, Rochester, New York, USA
  • 178 Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
  • 179 University of Tennessee, Knoxville, Tennessee, USA
  • 180 Texas A&M University, College Station, Texas, USA
  • 181 Texas Tech University, Lubbock, Texas, USA
  • 182 Vanderbilt University, Nashville, Tennessee, USA
  • 183 University of Virginia, Charlottesville, Virginia, USA
  • 184 Wayne State University, Detroit, Michigan, USA
  • 185 University of Wisconsin-Madison, Madison, Wisconsin, USA
Phys Rev Lett, 2019 Apr 05;122(13):132003.
PMID: 31012605 DOI: 10.1103/PhysRevLett.122.132003

Abstract

The observation of single top quark production in association with a Z boson and a quark (tZq) is reported. Events from proton-proton collisions at a center-of-mass energy of 13 TeV containing three charged leptons (either electrons or muons) and at least two jets are analyzed. The data were collected with the CMS detector in 2016 and 2017 and correspond to an integrated luminosity of 77.4fb^{-1}. The increased integrated luminosity, a multivariate lepton identification, and a redesigned analysis strategy improve significantly the sensitivity of the analysis compared to previous searches for tZq production. The tZq signal is observed with a significance well over 5 standard deviations. The measured tZq production cross section is σ(pp→tZq→tℓ^{+}ℓ^{-}q)=111±13(stat)_{-9}^{+11}(syst)  fb, for dilepton invariant masses above 30 GeV, in agreement with the standard model expectation.

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

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