A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV
Authors: Tumasyan Armen , Adam Wolfgang , Andrejkovic Janik Walter , Bergauer Thomas , Chatterjee Suman , Dragicevic Marko , Escalante Del Valle Alberto , Fruehwirth Rudolf , Jeitler Manfred , Krammer Natascha , Lechner Lukas , Liko Dietrich , Mikulec Ivan , Paulitsch Peter , Pitters Florian Michael , Schieck Jochen , Schöfbeck Robert , Spanring Markus , Templ Sebastian , Waltenberger Wolfgang , Wulz Claudia-Elisabeth , Chekhovsky Vladimir , Litomin Aliaksandr , Makarenko Vladimir , Darwish Mohamed Rashad , De Wolf Eddi A. , Janssen Tahys , Kello Tomas , Lelek Aleksandra , Rejeb Sfar Haifa , Van Mechelen Pierre , Van Putte Senne , Van Remortel Nick , Blekman Freya , Bols Emil Sørensen , D'Hondt Jorgen , De Clercq Jarne , Delcourt Martin , El Faham Hesham , Lowette Steven , Moortgat Seth , Morton Alexander , Müller Denise , Sahasransu Abanti Ranadhir , Tavernier Stefaan , Van Doninck Walter , Van Mulders Petra , Beghin Diego , Bilin Bugra , Clerbaux Barbara , De Lentdecker Gilles , Favart Laurent , Grebenyuk Anastasia , Kalsi Amandeep Kaur , Lee Kyeongpil , Mahdavikhorrami Mostafa , Makarenko Inna , Moureaux Louis , Pétré Laurent , Popov Andrey , Postiau Nicolas , Starling Elizabeth , Thomas Laurent , Vanden Bemden Max , Vander Velde Catherine , Vanlaer Pascal , Vannerom David , Wezenbeek Liam , Cornelis Tom , Dobur Didar , Knolle Joscha , Lambrecht Luka , Mestdach Gianny , Niedziela Marek , Roskas Christos , Samalan Amrutha , Skovpen Kirill , Tytgat Michael , Verbeke Willem , Vermassen Basile , Vit Martina , Bethani Agni , Bruno Giacomo , Bury Florian Joel J , Caputo Claudio , David Pieter , Delaere Christophe , Donertas Izzeddin Suat , Giammanco Andrea , Jaffel Khawla , Jain Sandhya , Lemaitre Vincent , Mondal Kuntal , Prisciandaro Jessica , Taliercio Angela , Teklishyn Maksym , Tran Tu Thong , Vischia Pietro , Wertz Sébastien , Alves Gilvan , Hensel Carsten , Moraes Arthur , Aldá Júnior Walter Luiz , Alves Gallo Pereira Miguel , Barroso Ferreira Filho Mapse , Brandao Malbouisson Helena , Carvalho Wagner , Chinellato Jose , Da Costa Eliza Melo , Da Silveira Gustavo Gil , De Jesus Damiao Dilson , Fonseca De Souza Sandro , Matos Figueiredo Diego , Mora Herrera Clemencia , Mota Amarilo Kevin , Mundim Luiz , Nogima Helio , Rebello Teles Patricia , Santoro Alberto , Silva Do Amaral Sheila Mara , Sznajder Andre , Thiel Mauricio , Torres Da Silva De Araujo Felipe , Vilela Pereira Antonio , Bernardes Cesar Augusto , Calligaris Luigi , Tomei Thiago , De Moraes Gregores Eduardo , De Souza Lemos Dener , Mercadante Pedro G. , Novaes Sergio F. , Padula Sandra , Aleksandrov Aleksandar , Antchev Georgy , Hadjiiska Roumyana , Iaydjiev Plamen , Misheva Milena , Rodozov Mircho , Shopova Mariana , Sultanov Georgi , Dimitrov Anton , Ivanov Todor , Litov Leander , Pavlov Borislav , Petkov Peicho , Petrov Anton , Cheng Tongguang , Guo Qianying , Javaid Tahir , Mittal Monika , Wang Hanwen , Yuan Li , Ahmad Muhammad , Bauer Gerry , Dozen Candan , Hu Zhen , Martins Jordan , Wang Yi , Yi Kai , Chapon Emilien , Chen Guo-Ming , Chen He-Sheng , Chen Mingshui , Iemmi Fabio , Kapoor Anshul , Leggat Duncan , Liao Hongbo , Liu Zhenan , Milosevic Vukasin , Monti Fabio , Sharma Ramkrishna , Tao Junquan , Thomas-Wilsker Joshuha , Wang Jin , Zhang Huaqiao , Zhang Sijing , Zhao Jingzhou , Agapitos Antonis , An Ying , Ban Yong , Chen Cheng , Levin Andrew , Li Qiang , Lyu Xudong , Mao Yajun , Qian Si-Jin , Wang Dayong , Wang Qun , Xiao Jie , Lu Meng , You Zhengyun , Gao Xuyang , Okawa Hideki , Lin Zhen , Xiao Meng , Avila Carlos , Cabrera Andrés , Florez Carlos , Fraga Jorge , Sarkar Amal , Segura Delgado Manuel Alejandro , Mejia Guisao Jhovanny , Ramirez Felipe , Ruiz Alvarez José David , Salazar González Camilo Andrés , Giljanovic Duje , Godinovic Nikola , Lelas Damir , Puljak Ivica , Antunovic Zeljko , Kovac Marko , Sculac Toni , Brigljevic Vuko , Ferencek Dinko , Majumder Devdatta , Roguljic Matej , Starodumov Andrei , Susa Tatjana , Attikis Alexandros , Christoforou Konstantinos , Erodotou Eleni , Ioannou Aimilios , Kole Gouranga , Kolosova Marina , Konstantinou Sotiroulla , Mousa Jehad , Nicolaou Charalambos , Ptochos Fotios , Razis Panos A. , Rykaczewski Hans , Saka Halil , Finger Miroslav , Finger Jr. Michael , Kveton Antonin , Ayala Edy , Carrera Jarrin Edgar , Abdalla Hassan , Assran Yasser , Lotfy Ahmad , Mahmoud Mohammed , Bhowmik Sandeep , Dewanjee Ram Krishna , Ehataht Karl , Kadastik Mario , Nandan Saswati , Nielsen Christine , Pata Joosep , Raidal Martti , Tani Laurits , Veelken Christian , Eerola Paula , Forthomme Laurent , Kirschenmann Henning , Osterberg Kenneth , Voutilainen Mikko , Bharthuar Shudhashil , Brücken Erik , Garcia Fuentes Francisco Ignacio , Havukainen Joona , Kim Min Suk , Kinnunen Ritva , Lampén Tapio , Lassila-Perini Kati , Lehti Sami , Lindén Tomas , Lotti Mikko , Martikainen Laura , Myllymäki Mikael , Ott Jennifer , Siikonen Hannu , Tuominen Eija , Tuominiemi Jorma , Luukka Panja-Riina , Petrow Henri , Tuuva Tuure , Amendola Chiara , Besancon Marc , Couderc Fabrice , Dejardin Marc , Denegri Daniel , Faure Jean-Louis , Ferri Federico , Ganjour Serguei , Givernaud Alain , Gras Philippe , Hamel de Monchenault Gautier , Jarry Patrick , Lenzi Bruno , Locci Elizabeth , Malcles Julie , Rander John , Rosowsky André , Sahin Mehmet Özgür , Savoy-Navarro Aurore , Titov Maksym , Yu Geum Bong , Ahuja Sudha , Beaudette Florian , Bonanomi Matteo , Buchot Perraguin Axel , Busson Philippe , Cappati Alessandra , Charlot Claude , Davignon Olivier , Diab Batoul , Falmagne Guillaume , Ghosh Shamik , Granier de Cassagnac Raphael , Hakimi Alexandre , Kucher Inna , Motta Jona , Nguyen Matthew , Ochando Christophe , Paganini Pascal , Rembser Jonas , Salerno Roberto , Sauvan Jean-Baptiste , Sirois Yves , Tarabini Alessandro , Zabi Alexandre , Zghiche Amina , Agram Jean-Laurent , Andrea Jeremy , Apparu Dylan , Bloch Daniel , Bourgatte Guillaume , Brom Jean-Marie , Chabert Eric Christian , Collard Caroline , Darej Douja , Fontaine Jean-Charles , Goerlach Ulrich , Grimault Clément , Le Bihan Anne-Catherine , Nibigira Emery , Van Hove Pierre , Asilar Ece , Beauceron Stephanie , Bernet Colin , Boudoul Gaelle , Camen Camille , Carle Aurélien , Chanon Nicolas , Contardo Didier , Depasse Pierre , El Mamouni Houmani , Fay Jean , Gascon Susan , Gouzevitch Maxime , Ille Bernard , Laktineh Imad Baptiste , Lattaud Hugues , Lesauvage Antoine , Lethuillier Morgan , Mirabito Laurent , Perries Stephane , Shchablo Konstantin , Sordini Viola , Torterotot Lucas , Touquet Gaël , Vander Donckt Muriel , Viret Sébastien , Bagaturia Iuri , Lomidze Irakli , Tsamalaidze Zviad , Feld Lutz , Klein Katja , Lipinski Martin , Meuser Danilo , Pauls Alexander , Rauch Max Philip , Röwert Nicolas , Schulz Johannes , Teroerde Marius , Dodonova Alena , Eliseev Dmitry , Erdmann Martin , Fackeldey Peter , Fischer Benjamin , Ghosh Saranya , Hebbeker Thomas , Hoepfner Kerstin , Ivone Francesco , Keller Henning , Mastrolorenzo Luca , Merschmeyer Markus , Meyer Arnd , Mocellin Giovanni , Mondal Spandan , Mukherjee Swagata , Noll Dennis , Novak Andrzej , Pook Tobias , Pozdnyakov Andrey , Rath Yannik , Reithler Hans , Roemer Jonas , Schmidt Alexander , Schuler Simon Christoph , Sharma Archana , Vigilante Lorenzo , Wiedenbeck Sebastian , Zaleski Shawn , Dziwok Christian , Flügge Günter , Haj Ahmad Wael , Hlushchenko Olena , Kress Thomas , Nowack Andreas , Pistone Claudia , Pooth Oliver , Roy Dennis , Sert Hale , Stahl Achim , Ziemons Tim , Aarup Petersen Henriette , Aldaya Martin Maria , Asmuss Paul , Babounikau Illia , Baxter Samuel , Behnke Olaf , Bermúdez Martínez Armando , Bhattacharya Soham , Bin Anuar Afiq Aizuddin , Borras Kerstin , Botta Valeria , Brunner David , Campbell Alan , Cardini Andrea , Cheng Chun , Colombina Federica , Consuegra Rodríguez Sandra , Correia Silva Gilson , Danilov Vladyslav , Didukh Leonid , Eckerlin Guenter , Eckstein Doris , Estevez Banos Luis Ignacio , Filatov Oleg , Gallo Elisabetta , Geiser Achim , Giraldi Angela , Grohsjean Alexander , Guthoff Moritz , Jafari Abideh , Jomhari Nur Zulaiha , Jung Hannes , Mohamed Ashraf , Kasemann Matthias , Kaveh Hessamoddin , Kleinwort Claus , Krücker Dirk , Lange Wolfgang , Lidrych Jindrich , Lipka Katerina , Lohmann Wolfgang , Mankel Rainer , Melzer-Pellmann Isabell-Alissandra , Metwally Josry , Meyer Andreas Bernhard , Meyer Mareike , Mnich Joachim , Mussgiller Andreas , Otarid Younes , Pérez Adán Danyer , Pitzl Daniel , Raspereza Alexei , Ribeiro Lopes Beatriz , Rübenach Jonas , Saggio Alessia , Saibel Andrej , Savitskyi Mykola , Scham Moritz , Scheurer Valerie , Schwanenberger Christian , Singh Akshansh , Sosa Ricardo Rafael Eduardo , Stafford Dominic , Tonon Nicolas , Turkot Oleksii , Van De Klundert Merijn , Walsh Roberval , Walter David , Wen Yiwen , Wichmann Katarzyna , Wiens Lucas , Wissing Christoph , Wuchterl Sebastian , Aggleton Robin , Albrecht Steffen , Bein Samuel , Benato Lisa , Benecke Anna , Connor Patrick , De Leo Ksenia , Eich Melanie , Feindt Finn , Fröhlich Alexander , Garbers Christoph , Garutti Erika , Gunnellini Paolo , Haller Johannes , Hinzmann Andreas , Kasieczka Gregor , Klanner Robert , Kogler Roman , Kramer Tobias , Kutzner Viktor , Lange Johannes , Lange Torben , Lobanov Artur , Malara Andrea , Nigamova Aliya , Pena Rodriguez Karla Josefina , Rieger Oliver , Schleper Peter , Schröder Matthias , Schwandt Joern , Schwarz Dennis , Sonneveld Jory , Stadie Hartmut , Steinbrück Georg , Tews Alexandra , Vormwald Benedikt , Zoi Irene , Bechtel Janek , Berger Thomas , Butz Erik , Caspart René , Chwalek Thorsten , De Boer Wim , Dierlamm Alexander , Droll Alexander , El Morabit Karim , Faltermann Nils , Giffels Manuel , Gosewisch Jan-Ole , Gottmann Artur , Hartmann Frank , Heidecker Christoph , Husemann Ulrich , Katkov Igor , Keicher Philip , Koppenhöfer Roland , Maier Stefan , Metzler Marius , Mitra Soureek , Müller Thomas , Neukum Max , Nürnberg Andreas , Quast Gunter , Rabbertz Klaus , Rauser Johann , Savoiu Daniel , Schnepf Matthias , Seith David , Shvetsov Ivan , Simonis Hans-Jürgen , Ulrich Ralf , Van Der Linden Jan , Von Cube Ralf Florian , Wassmer Michael , Weber Marc , Wieland Sebastian , Wolf Roger , Wozniewski Sebastian , Wunsch Stefan , Anagnostou Georgios , Daskalakis Georgios , Geralis Theodoros , Kyriakis Aristotelis , Loukas Demetrios , Stakia Anna , Diamantopoulou Magda , Karasavvas Dimitrios , Karathanasis George , Kontaxakis Pantelis , Koraka Charis Kleio , Manousakis-Katsikakis Arkadios , Panagiotou Apostolos , Papavergou Ioanna , Saoulidou Niki , Theofilatos Konstantinos , Tziaferi Eirini , Vellidis Konstantinos , Vourliotis Emmanouil , Bakas Georgios , Kousouris Konstantinos , Papakrivopoulos Ioannis , Tsipolitis Georgios , Zacharopoulou Anna , Evangelou Ioannis , Foudas Costas , Gianneios Paraskevas , Katsoulis Panagiotis , Kokkas Panagiotis , Manthos Nikolaos , Papadopoulos Ioannis , Strologas John , Csanad Mate , Farkas Krisztián , Gadallah Mahmod Moussa Abdelkhalek , Lökös Sándor , Major Péter , Mandal Koushik , Mehta Ankita , Pasztor Gabriella , Rádl Attila József , Surányi Olivér , Veres Gabor Istvan , Bartók Márton , Bencze Gyorgy , Hajdu Csaba , Horvath Dezso , Sikler Ferenc , Veszpremi Viktor , Vesztergombi Gyorgy , Czellar Sandor , Karancsi János , Molnar Jozsef , Szillasi Zoltan , Teyssier Daniel , Raics Peter , Trocsanyi Zoltan Laszlo , Ujvari Balazs , Csorgo Tamas Ferenc , Nemes Frigyes , Novak Tamas , Komaragiri Jyothsna Rani , Kumar Deepak , Panwar Lata , Tiwari Praveen Chandra , Bahinipati Seema , Kar Chandiprasad , Mal Prolay , Mishra Tribeni , Muraleedharan Nair Bindhu Vinaya Krishnan , Nayak Aruna , Saha Prafulla , Sur Nairit , Swain Sanjay Kumar , Vats Diwakar , Bansal Sunil , Beri Suman Bala , Bhatnagar Vipin , Chaudhary Geetanjali , Chauhan Sushil , Dhingra Nitish , Gupta Rajat , Kaur Amandeep , Kaur Manjit , Kaur Sandeep , Kumari Priyanka , Meena Meena , Sandeep Kaur , Singh Jasbir , Kaur Amandeep , Ahmed Asar , Bhardwaj Ashutosh , Choudhary Brajesh C. , Gola Mohit , Keshri Sumit , Kumar Ashok , Naimuddin Mohammad , Priyanka Priyanka , Ranjan Kirti , Shah Aashaq , Bharti Monika , Bhattacharya Rajarshi , Bhattacharya Satyaki , Bhowmik Debabrata , Dutta Shubham , Dutta Suchandra , Gomber Bhawna , Maity Manas , Palit Pritam , Rout Prasant Kumar , Saha Gourab , Sahu Bisnupriya , Sarkar Subir , Sharan Manoj , Singh Bipen , Thakur Shalini , Behera Prafulla Kumar , Behera Subash Chandra , Kalbhor Pritam , Muhammad Alibordi , Pradhan Raghunath , Pujahari Prabhat Ranjan , Sharma Ashish , Sikdar Anup Kumar , Dutta Dipanwita , Jha Vishwajeet , Kumar Vineet , Mishra Dipak Kumar , Naskar Kousik , Netrakanti Pawan Kumar , Pant Lalit Mohan , Shukla Prashant , Aziz Tariq , Dugad Shashikant , Kumar Mintu , Sarkar Uttiya , Banerjee Sudeshna , Chudasama Ruchi , Guchait Monoranjan , Karmakar Saikat , Kumar Sanjeev , Majumder Gobinda , Mazumdar Kajari , Mukherjee Soumya , Alpana Alpana , Dube Sourabh , Kansal Bhumika , Laha Arnab , Pandey Shubham , Rane Aditee , Rastogi Angira , Sharma Seema , Bakhshiansohi Hamed , Zeinali Maryam , Chenarani Shirin , Etesami Seyed Mohsen , Khakzad Mohsen , Mohammadi Najafabadi Mojtaba , Grunewald Martin , Abbrescia Marcello , Aly Reham , Aruta Caterina , Colaleo Anna , Creanza Donato , De Filippis Nicola , De Palma Mauro , Di Florio Adriano , Di Pilato Antonio , Elmetenawee Walaa , Fiore Luigi , Gelmi Andrea , Gul Muhammad , Iaselli Giuseppe , Ince Merve , Lezki Samet , Maggi Giorgio , Maggi Marcello , Margjeka Ilirjan , Mastrapasqua Vincenzo , Merlin Jeremie Alexandre , My Salvatore , Nuzzo Salvatore , Pellecchia Antonello , Pompili Alexis , Pugliese Gabriella , Ranieri Antonio , Selvaggi Giovanna , Silvestris Lucia , Simone Federica Maria , Venditti Rosamaria , Verwilligen Piet , Abbiendi Giovanni , Battilana Carlo , Bonacorsi Daniele , Borgonovi Lisa , Brigliadori Luca , Campanini Renato , Capiluppi Paolo , Castro Andrea , Cavallo Francesca Romana , Cuffiani Marco , Dallavalle Gaetano-Marco , Diotalevi Tommaso , Fabbri Fabrizio , Fanfani Alessandra , Giacomelli Paolo , Giommi Luca , Grandi Claudio , Guiducci Luigi , Lo Meo Sergio , Lunerti Leonardo , Marcellini Stefano , Masetti Gianni , Navarria Francesco , Perrotta Andrea , Primavera Federica , Rossi Antonio , Rovelli Tiziano , Siroli Gian Piero , Albergo Sebastiano , Costa Salvatore , Di Mattia Alessandro , Potenza Renato , Tricomi Alessia , Tuve Cristina , Barbagli Giuseppe , Cassese Antonio , Ceccarelli Rudy , Ciulli Vitaliano , Civinini Carlo , D'Alessandro Raffaello , Focardi Ettore , Latino Giuseppe , Lenzi Piergiulio , Lizzo Mattia , Meschini Marco , Paoletti Simone , Seidita Roberto , Sguazzoni Giacomo , Viliani Lorenzo , Benussi Luigi , Bianco Stefano , Piccolo Davide , Bozzo Marco , Ferro Fabrizio , Mulargia Roberto , Robutti Enrico , Tosi Silvano , Benaglia Andrea , Brivio Francesco , Cetorelli Flavia , Ciriolo Vincenzo , De Guio Federico , Dinardo Mauro Emanuele , Dini Paolo , Gennai Simone , Ghezzi Alessio , Govoni Pietro , Guzzi Luca , Malberti Martina , Malvezzi Sandra , Massironi Andrea , Menasce Dario , Moroni Luigi , Paganoni Marco , Pedrini Daniele , Ragazzi Stefano , Redaelli Nicola , Tabarelli de Fatis Tommaso , Valsecchi Davide , Zuolo Davide , Buontempo Salvatore , Carnevali Francesco , Cavallo Nicola , De Iorio Agostino , Fabozzi Francesco , Iorio Alberto Orso Maria , Lista Luca , Meola Sabino , Paolucci Pierluigi , Rossi Biagio , Sciacca Crisostomo , Azzi Patrizia , Bacchetta Nicola , Bisello Dario , Bortignon Pierluigi , Bragagnolo Alberto , Carlin Roberto , Checchia Paolo , Dorigo Tommaso , Dosselli Umberto , Gasparini Fabrizio , Gasparini Ugo , Hoh Siew Yan , Layer Lukas , Margoni Martino , Meneguzzo Anna Teresa , Pazzini Jacopo , Presilla Matteo , Ronchese Paolo , Rossin Roberto , Simonetto Franco , Strong Giles , Tosi Mia , Yarar Hevjin , Zanetti Marco , Zotto Pierluigi , Zucchetta Alberto , Zumerle Gianni , Aimè Chiara , Braghieri Alessandro , Calzaferri Simone , Fiorina Davide , Montagna Paolo , Ratti Sergio P. , Re Valerio , Riccardi Cristina , Salvini Paola , Vai Ilaria , Vitulo Paolo , Asenov Patrick , Bilei Gian Mario , Ciangottini Diego , Fanò Livio , Lariccia Paolo , Magherini Matteo , Mantovani Giancarlo , Mariani Valentina , Menichelli Mauro , Moscatelli Francesco , Piccinelli Andrea , Rossi Alessandro , Santocchia Attilio , Spiga Daniele , Tedeschi Tommaso , Azzurri Paolo , Bagliesi Giuseppe , Bertacchi Valerio , Bianchini Lorenzo , Boccali Tommaso , Bossini Edoardo , Castaldi Rino , Ciocci Maria Agnese , D'Amante Valeria , Dell'Orso Roberto , Di Domenico Maria Rosaria , Donato Silvio , Giassi Alessandro , Ligabue Franco , Manca Elisabetta , Mandorli Giulio , Messineo Alberto , Palla Fabrizio , Parolia Shubhi , Ramirez-Sanchez Gabriel , Rizzi Andrea , Rolandi Gigi , Roy Chowdhury Suvankar , Scribano Angelo , Shafiei Negin , Spagnolo Paolo , Tenchini Roberto , Tonelli Guido , Turini Nicola , Venturi Andrea , Verdini Piero Giorgio , Campana Mattia , Cavallari Francesca , Del Re Daniele , Di Marco Emanuele , Diemoz Marcella , Longo Egidio , Meridiani Paolo , Organtini Giovanni , Pandolfi Francesco , Paramatti Riccardo , Quaranta Claudio , Rahatlou Shahram , Rovelli Chiara , Santanastasio Francesco , Soffi Livia , Tramontano Raffaella , Amapane Nicola , Arcidiacono Roberta , Argiro Stefano , Arneodo Michele , Bartosik Nazar , Bellan Riccardo , Bellora Andrea , Berenguer Antequera Jorge , Biino Cristina , Cartiglia Nicolo , Cometti Simona , Costa Marco , Covarelli Roberto , Demaria Natale , Kiani Bilal , Legger Federica , Mariotti Chiara , Maselli Silvia , Migliore Ernesto , Monteil Ennio , Monteno Marco , Obertino Maria Margherita , Ortona Giacomo , Pacher Luca , Pastrone Nadia , Pelliccioni Mario , Pinna Angioni Gian Luca , Ruspa Marta , Shchelina Ksenia , Siviero Federico , Sola Valentina , Solano Ada , Soldi Dario , Staiano Amedeo , Tornago Marta , Trocino Daniele , Vagnerini Antonio , Belforte Stefano , Candelise Vieri , Casarsa Massimo , Cossutti Fabio , Da Rold Alessandro , Della Ricca Giuseppe , Sorrentino Giulia , Vazzoler Federico , Dogra Sunil , Huh Changgi , Kim Bobae , Kim Dong Hee , Kim Gui Nyun , Kim Jiwoong , Lee Jeongeun , Lee Seh Wook , Moon Chang-Seong , Oh Young Do , Pak Sang Il , Radburn-Smith Benjamin Charles , Sekmen Sezen , Yang Yu Chul , Kim Hyunchul , Moon Dong Ho , Francois Brieuc , Kim Tae Jeong , Park Jiwon , Cho Sungwoong , Choi Suyong , Go Yeonju , Hong Byung-Sik , Lee Kisoo , Lee Kyong Sei , Lim Jaehoon , Park Jaebeom , Park Sung Keun , Yoo Jaehyeok , Goh Junghwan , Gurtu Atul , Kim Hyunsoo , Kim Yongsun , Almond John , Bhyun Ji Hwan , Choi Junho , Jeon Sihyun , Kim Junho , Kim Jae Sung , Ko Sanghyun , Kwon Hyejin , Lee Haneol , Lee Sangeun , Oh Byung Hun , Oh Minseok , Oh Sung Bin , Seo Hyonsan , Yang Unki , Yoon Inseok , Jang Woojin , Jeon Dajeong , Kang Da Young , Kang Yechan , Kim Ji Hyun , Kim Seulgi , Ko Byeonghak , Lee Jason Sang Hun , Lee Yunjae , Park Inkyu , Roh Youn , Ryu Min Sang , Song Donghyun , Watson Ian , Yang Seungjin , Ha Seungkyu , Yoo Hwi Dong , Choi Minuk , Jeong Yongho , Lee Heewon , Lee Yonghoon , Yu Intae , Beyrouthy Taha , Maghrbi Yasser , Torims Toms , Veckalns Viesturs , Ambrozas Marijus , Carvalho Antunes De Oliveira Alexandra , Juodagalvis Andrius , Rinkevicius Aurelijus , Tamulaitis Gintautas , Bin Norjoharuddeen Nurfikri , Wan Abdullah Wan Ahmad Tajuddin , Yusli Mohd Nizam , Zolkapli Zukhaimira , Benitez Jose F. , Castaneda Hernandez Alfredo , León Coello Moisés , Murillo Quijada Javier Alberto , Sehrawat Ashish , Valencia Palomo Lizardo , Ayala Gabriel , Castilla-Valdez Heriberto , De La Cruz-Burelo Eduard , Heredia-De La Cruz Ivan , Lopez-Fernandez Ricardo , Mondragon Herrera Cesar Atzin , Perez Navarro Daniel Alejandro , Sánchez Hernández Alberto , Carrillo Moreno Salvador , Oropeza Barrera Cristina , Ramírez García Mateo , Vazquez Valencia Fabiola , Pedraza Isabel , Salazar Ibarguen Humberto Antonio , Uribe Estrada Cecilia , Mijuskovic Jelena , Raicevic Natasa , Krofcheck David , Bheesette Srinidhi , Butler Philip H. , Ahmad Ashfaq , Asghar Muhammad Irfan , Awais Ali , Awan Muhammad Imran Malik , Hoorani Hafeez R. , Khan Wajid Ali , Shah Mehar Ali , Shoaib Muhammad , Waqas Muhammad , Avati Valentina , Grzanka Leszek , Malawski Maciej , Bialkowska Helena , Bluj Michal , Boimska Bozena , Górski Maciej , Kazana Malgorzata , Szleper Michal , Zalewski Piotr , Bunkowski Karol , Doroba Krzysztof , Kalinowski Artur , Konecki Marcin , Krolikowski Jan , Walczak Marek , Araujo Mariana , Bargassa Pedrame , Bastos Diogo , Boletti Alessio , Faccioli Pietro , Gallinaro Michele , Hollar Jonathan , Leonardo Nuno , Niknejad Tahereh Sadat , Pisano Matteo , Seixas Joao , Toldaiev Oleksii , Varela Joao , Afanasiev Serguei , Budkouski Dzmitry , Golutvin Igor , Gorbunov Ilya , Karjavine Vladimir , Korenkov Vladimir , Lanev Alexander , Malakhov Alexander , Matveev Viktor , Palichik Vladimir , Perelygin Victor , Savina Maria , Seitova Diana , Shalaev Vladislav , Shmatov Sergey , Shulha Siarhei , Smirnov Vitaly , Teryaev Oleg , Voytishin Nikolay , Yuldashev Bekhzod S. , Zarubin Anatoli , Zhizhin Ilia , Gavrilov Genady , Golovtcov Victor , Ivanov Yury , Kim Victor , Kuznetsova Ekaterina , Murzin Victor , Oreshkin Vadim , Smirnov Igor , Sosnov Dmitry , Sulimov Valentin , Uvarov Lev , Volkov Serguei , Vorobyev Alexey , Andreev Yuri , Dermenev Alexander , Gninenko Sergei , Golubev Nikolai , Karneyeu Anton , Kirpichnikov Dmitrii , Kirsanov Mikhail , Krasnikov Nikolai , Pashenkov Anatoli , Pivovarov Grigory , Tlisov Danila , Toropin Alexander , Epshteyn Vladimir , Gavrilov Vladimir , Lychkovskaya Natalia , Nikitenko Alexander , Popov Vladimir , Spiridonov Alexander , Stepennov Anton , Toms Maria , Vlasov Evgueni , Zhokin Alexander , Aushev Tagir , Bychkova Oksana , Chadeeva Marina , Parygin Pavel , Popova Elena , Rusinov Vladimir , Andreev Vladimir , Azarkin Maksim , Dremin Igor , Kirakosyan Martin , Terkulov Adel , Belyaev Andrey , Boos Edouard , Dubinin Mikhail , Dudko Lev , Ershov Alexander , Gribushin Andrey , Klyukhin Vyacheslav , Kodolova Olga , Lokhtin Igor , Obraztsov Stepan , Petrushanko Sergey , Savrin Viktor , Snigirev Alexander , Blinov Vladimir , Dimova Tatyana , Kardapoltsev Leonid , Kozyrev Aleksei , Ovtin Ivan , Skovpen Yuri , Azhgirey Igor , Bayshev Igor , Elumakhov Dmitry , Kachanov Vassili , Konstantinov Dmitri , Mandrik Petr , Petrov Vladimir , Ryutin Roman , Slabospitskii Sergei , Sobol Andrei , Troshin Sergey , Tyurin Nikolay , Uzunian Andrey , Volkov Alexey , Babaev Anton , Okhotnikov Vitalii , Borshch Vladislav , Ivantchenko Vladimir , Tcherniaev Evgueni , Adzic Petar , Dordevic Milos , Milenovic Predrag , Milosevic Jovan , Aguilar-Benitez Manuel , Alcaraz Maestre Juan , Álvarez Fernández Adrian , Bachiller Irene , Barrio Luna Mar , Fernandez Bedoya Cristina , Carrillo Montoya Camilo Andres , Cepeda Maria , Cerrada Marcos , Colino Nicanor , De La Cruz Begona , Delgado Peris Antonio , Fernández Ramos Juan Pablo , Flix Jose , Fouz Maria Cruz , Gonzalez Lopez Oscar , Goy Lopez Silvia , Hernandez Jose M. , Josa Maria Isabel , León Holgado Jaime , Moran Dermot , Navarro Tobar Álvaro , Pérez-Calero Yzquierdo Antonio María , Puerta Pelayo Jesus , Redondo Ignacio , Romero Luciano , Sánchez Navas Sergio , Urda Gómez Lourdes , Willmott Carlos , de Trocóniz Jorge F , Reyes-Almanza Rogelio , Alvarez Gonzalez Barbara , Cuevas Javier , Erice Carlos , Fernandez Menendez Javier , Folgueras Santiago , Gonzalez Caballero Isidro , González Fernández Juan Rodrigo , Palencia Cortezon Enrique , Ramón Álvarez Clara , Ripoll Sau Joan , Rodríguez Bouza Víctor , Trapote Andrea , Trevisani Nicolò , Brochero Cifuentes Javier Andres , Cabrillo Iban Jose , Calderon Alicia , Duarte Campderros Jordi , Fernandez Marcos , Fernandez Madrazo Celia , Fernández Manteca Pedro José , García Alonso Andrea , Gomez Gervasio , Martinez Rivero Celso , Martinez Ruiz del Arbol Pablo , Matorras Francisco , Matorras Cuevas Pablo , Piedra Gomez Jonatan , Prieels Cédric , Rodrigo Teresa , Ruiz-Jimeno Alberto , Scodellaro Luca , Vila Ivan , Vizan Garcia Jesus Manuel , Malagalage Kithsiri , Kailasapathy Balashangar , Sonnadara Don Upul Jayasiri , Dhammage Deshitha Chamikara Wickramarathna , Dharmaratna Welathantri G.D. , Liyanage Kalpanie , Perera Nimantha , Wickramage Nadeesha , Aarrestad Thea Klaeboe , Abbaneo Duccio , Alimena Juliette , Auffray Etiennette , Auzinger Georg , Baechler Joachim , Baillon Paul , Barney David , Bendavid Joshua , Bianco Michele , Bocci Andrea , Camporesi Tiziano , Capeans Garrido Maria , Cerminara Gianluca , Chhibra Simranjit Singh , Cipriani Marco , Cristella Leonardo , D'Enterria David , Dabrowski Anne , Daci Nadir , David Tinoco Mendes Andre , De Roeck Albert , Defranchis Matteo Maria , Deile Mario , Dobson Marc , Dünser Marc , Dupont Niels , Elliott-Peisert Anna , Emriskova Natalia , Fallavollita Francesco , Fasanella Daniele , Fiorendi Sara , Florent Alice , Franzoni Giovanni , Funk Wolfgang , Giani Simone , Gigi Dominique , Gill Karl , Glege Frank , Gouskos Loukas , Haranko Mykyta , Hegeman Jeroen , Iiyama Yutaro , Innocente Vincenzo , James Thomas , Janot Patrick , Kaspar Jan , Kieseler Jan , Komm Matthias , Kratochwil Nicolaus , Lange Clemens , Laurila Santeri , Lecoq Paul , Long Kenneth , Lourenco Carlos , Malgeri Luca , Mallios Stavros , Mannelli Marcello , Marini Andrea Carlo , Meijers Frans , Mersi Stefano , Meschi Emilio , Moortgat Filip , Mulders Martijn , Orfanelli Styliani , Orsini Luciano , Pantaleo Felice , Pape Luc , Perez Emmanuel , Peruzzi Marco , Petrilli Achille , Petrucciani Giovanni , Pfeiffer Andreas , Pierini Maurizio , Piparo Danilo , Pitt Michael , Qu Huilin , Quast Thorben , Rabady Dinyar , Racz Attila , Reales Gutiérrez Guillermo , Rieger Marcel , Rovere Marco , Sakulin Hannes , Salfeld-Nebgen Jakob , Scarfi Simone , Schäfer Christoph , Schwick Christoph , Selvaggi Michele , Sharma Archana , Silva Pedro , Snoeys Walter , Sphicas Paraskevas , Summers Sioni , Tatar Kaya , Tavolaro Vittorio Raoul , Treille Daniel , Tsirou Andromachi , Van Onsem Gerrit Patrick , Verzetti Mauro , Wanczyk Joanna , Wozniak Kinga Anna , Zeuner Wolfram Dietrich , Caminada Lea , Ebrahimi Aliakbar , Erdmann Wolfram , Horisberger Roland , Ingram Quentin , Kaestli Hans-Christian , Kotlinski Danek , Langenegger Urs , Missiroli Marino , Rohe Tilman , Androsov Konstantin , Backhaus Malte , Berger Pirmin , Calandri Alessandro , Chernyavskaya Nadezda , De Cosa Annapaola , Dissertori Günther , Dittmar Michael , Donegà Mauro , Dorfer Christian , Eble Florian , Gedia Krunal , Glessgen Franz , Gómez Espinosa Tirso Alejandro , Grab Christoph , Hits Dmitry , Lustermann Werner , Lyon Anne-mazarine , Manzoni Riccardo Andrea , Martin Perez Cristina , Meinhard Maren Tabea , Nessi-Tedaldi Francesca , Niedziela Jeremi , Pauss Felicitas , Perovic Vasilije , Pigazzini Simone , Ratti Maria Giulia , Reichmann Michael , Reissel Christina , Reitenspiess Thomas , Ristic Branislav , Ruini Daniele , Sanz Becerra Diego Alejandro , Schönenberger Myriam , Stampf Vinzenz , Steggemann Jan , Wallny Rainer , Zhu De Hua , Amsler Claude , Bärtschi Pascal , Botta Cristina , Brzhechko Danyyl , Canelli Maria Florencia , Cormier Kyle , De Wit Adinda , Del Burgo Riccardo , Heikkilä Jaana Kristiina , Huwiler Marc , Jin Weijie , Jofrehei Arash , Kilminster Benjamin , Leontsinis Stefanos , Liechti Sascha Pascal , Macchiolo Anna , Meiring Peter , Mikuni Vinicius Massami , Molinatti Umberto , Neutelings Izaak , Reimers Arne , Robmann Peter , Sanchez Cruz Sergio , Schweiger Korbinian , Takahashi Yuta , Adloff Catherine , Kuo Chia-Ming , Lin Willis , Roy Ashim , Sarkar Tanmay , Yu Shin-Shan , Ceard Ludivine , Chao Yuan , Chen Kai-Feng , Chen Po-Hsun , Hou George Wei-Shu , Li You-ying , Lu Rong-Shyang , Paganis Efstathios , Psallidas Andreas , Steen Arnaud , Wu Hsin-yeh , Yazgan Efe , Yu Pei-rong , Asavapibhop Burin , Asawatangtrakuldee Chayanit , Srimanobhas Norraphat , Boran Fatma , Damarseckin Serdal , Demiroglu Zuhal Seyma , Dolek Furkan , Dumanoglu Isa , Eskut Eda , Guler Yalcin , Gurpinar Guler Emine , Hos Ilknur , Isik Candan , Kara Ozgun , Kayis Topaksu Aysel , Kiminsu Ugur , Onengut Gulsen , Ozdemir Kadri , Polatoz Ayse , Simsek Ali Eren , Tali Bayram , Tok Ufuk Guney , Turkcapar Semra , Zorbakir Ibrahim Soner , Zorbilmez Caglar , Isildak Bora , Karapinar Guler , Ocalan Kadir , Yalvac Metin , Akgun Bora , Atakisi Ismail Okan , Gulmez Erhan , Kaya Mithat , Kaya Ozlem , Özçelik Özlem , Tekten Sevgi , Yetkin Elif Asli , Cakir Altan , Cankocak Kerem , Komurcu Yildiray , Sen Sercan , Cerci Salim , Kaynak Berkan , Ozkorucuklu Suat , Sunar Cerci Deniz , Grynyov Boris , Levchuk Leonid , Anthony David , Bhal Eshwen , Bologna Simone , Brooke James John , Bundock Aaron , Clement Emyr , Cussans David , Flacher Henning , Goldstein Joel , Heath Greg P. , Heath Helen F. , Holmberg Mei-li , Kreczko Lukasz , Krikler Benjamin , Paramesvaran Sudarshan , Seif El Nasr-Storey Sarah , Smith Vincent J. , Stylianou Nicolas , Walkingshaw Pass Katie , White Robert , Bell Ken W. , Belyaev Alexander , Brew Christopher , Brown Robert M. , Cockerill David J.A. , Cooke Charlotte , Ellis Katherine Victoria , Harder Kristian , Harper Sam , Linacre Jacob , Manolopoulos Konstantinos , Newbold Dave M. , Olaiya Emmanuel , Petyt David , Reis Thomas , Schuh Thomas , Shepherd-Themistocleous Claire , Tomalin Ian R. , Williams Thomas , Bainbridge Robert , Bloch Philippe , Bonomally Shameena , Borg Johan , Breeze Shane , Buchmuller Oliver , Cepaitis Vilius , Chahal Gurpreet Singh , Colling David , Dauncey Paul , Davies Gavin , Della Negra Michel , Fayer Simon , Fedi Giacomo , Hall Geoffrey , Hassanshahi Mohammad Hassan , Iles Gregory , Langford Jonathon , Lyons Louis , Magnan Anne-Marie , Malik Sarah , Martelli Arabella , Monk David Gabriel , Nash Jordan , Pesaresi Mark , Raymond David Mark , Richards Alexander , Rose Andrew , Scott Edward , Seez Christopher , Shtipliyski Antoni , Tapper Alexander , Uchida Kirika , Virdee Tejinder , Vojinovic Milos , Wardle Nicholas , Webb Samuel Nathan , Winterbottom Daniel , Zecchinelli Angelo Giacomo , Coldham Kathryn , Cole Joanne , Khan Akram , Kyberd Paul , Reid Ivan , Teodorescu Liliana , Zahid Sema , Abdullin Salavat , Brinkerhoff Andrew , Caraway Bryan , Dittmann Jay , Hatakeyama Kenichi , Kanuganti Ankush Reddy , McMaster Brooks , Pastika Nathaniel , Saunders Mark , Sawant Siddhesh , Sutantawibul Chosila , Wilson Jonathan , Bartek Rachel , Dominguez Aaron , Uniyal Rishabh , Vargas Hernandez Andres Mateus , Buccilli Andrew , Cooper Seth , Di Croce Davide , Gleyzer Sergei V , Henderson Conor , Perez Cilicia Uzziel , Rumerio Paolo , West Christopher , Akpinar Alp , Albert Andreas , Arcaro Daniel , Cosby Christopher , Demiragli Zeynep , Fontanesi Elisa , Gastler Daniel , Rohlf James , Salyer Kaitlin , Sperka David , Spitzbart Daniel , Suarez Indara , Tsatsos Anna , Yuan Siqi , Zou David , Benelli Gabriele , Burkle Bjorn , Coubez Xavier , Cutts David , Hadley Mary , Heintz Ulrich , Hogan Julie Managan , Landsberg Greg , Lau Ka Tung , Lukasik Michael , Luo Jingyu , Narain Meenakshi , Sagir Sinan , Usai Emanuele , Wong Wing Yan , Yan Xuli , Yu David , Zhang Wenyu , Bonilla Johan , Brainerd Christopher , Breedon Richard , Calderon De La Barca Sanchez Manuel , Chertok Maxwell , Conway John , Cox Peter Timothy , Erbacher Robin , Haza Grace , Jensen Frank , Kukral Ota , Lander Richard , Mulhearn Michael , Pellett Dave , Regnery Brendan , Taylor Devin , Yao Yao , Zhang Fengwangdong , Bachtis Michail , Cousins Robert , Datta Abhisek , Hamilton David , Hauser Jay , Ignatenko Mikhail , Iqbal Muhammad Ansar , Lam Tyler , Nash William Arthur , Regnard Simon , Saltzberg David , Stone Brent , Valuev Vyacheslav , Burt Kira , Chen Yuan , Clare Robert , Gary J William , Gordon Michael , Hanson Gail , Karapostoli Georgia , Long Owen Rosser , Manganelli Nicholas , Olmedo Negrete Manuel , Si Weinan , Wimpenny Stephen , Zhang Yi , Branson James G. , Chang Philip , Cittolin Sergio , Cooperstein Stephane , Deelen Nikkie , Diaz Daniel , Duarte Javier , Gerosa Raffaele , Giannini Leonardo , Gilbert Dylan , Guiang Jonathan , Kansal Raghav , Krutelyov Vyacheslav , Lee Robert , Letts James , Masciovecchio Mario , May Samuel , Pieri Marco , Sathia Narayanan Balaji Venkat , Sharma Vivek , Tadel Matevz , Vartak Adish , Würthwein Frank , Xiang Yifan , Yagil Avraham , Amin Nick , Campagnari Claudio , Citron Matthew , Dorsett Alex , Dutta Valentina , Incandela Joe , Kilpatrick Matthew , Kim Jaebak , Marsh Bennett , Mei Hualin , Oshiro Michael , Quinnan Melissa , Richman Jeffrey , Sarica Ulascan , Sheplock James , Stuart David , Wang Sicheng , Bornheim Adolf , Cerri Olmo , Dutta Irene , Lawhorn Jay Mathew , Lu Nan , Mao Jiajing , Newman Harvey B. , Nguyen Thong , Spiropulu Maria , Vlimant Jean-Roch , Wang Christina , Xie Si , Zhang Zhicai , Zhu Ren-Yuan , Alison John , An Sitong , Andrews Michael Benjamin , Bryant Patrick , Ferguson Thomas , Harilal Abhirami , Liu Chuyuan , Mudholkar Tanmay , Paulini Manfred , Sanchez Alejandro , Cumalat John Perry , Ford William T. , Hassani Abbas , MacDonald Emily , Patel Rishi , Perloff Alexx , Savard Claire , Stenson Kevin , Ulmer Keith , Wagner Stephen Robert , Alexander James , Bright-Thonney Samuel , Cheng Yangyang , Cranshaw Derek James , Hogan Shaun , Monroy Jose , Patterson Juliet Ritchie , Quach Dan , Reichert Joseph , Reid Michael , Ryd Anders , Sun Werner , Thom Julia , Wittich Peter , Zou Rui , Albrow Michael , Alyari Maral , Apollinari Giorgio , Apresyan Artur , Apyan Aram , Banerjee Sunanda , Bauerdick Lothar A.T. , Berry Douglas , Berryhill Jeffrey , Bhat Pushpalatha C. , Burkett Kevin , Butler Joel Nathan , Canepa Anadi , Cerati Giuseppe Benedetto , Cheung Harry , Chlebana Frank , Cremonesi Matteo , Di Petrillo Karri Folan , Elvira Victor Daniel , Feng Yongbin , Freeman Jim , Gecse Zoltan , Gray Lindsey , Green Dan , Grünendahl Stefan , Gutsche Oliver , Harris Robert M. , Heller Ryan , Herwig Theodor Christian , Hirschauer James , Jayatilaka Bodhitha , Jindariani Sergo , Johnson Marvin , Joshi Umesh , Klijnsma Thomas , Klima Boaz , Kwok Ka Hei Martin , Lammel Stephan , Lincoln Don , Lipton Ron , Liu Tiehui , Madrid Christopher , Maeshima Kaori , Mantilla Cristina , Mason David , McBride Patricia , Merkel Petra , Mrenna Stephen , Nahn Steve , Ngadiuba Jennifer , O'Dell Vivian , Papadimitriou Vaia , Pedro Kevin , Pena Cristian , Prokofyev Oleg , Ravera Fabio , Reinsvold Hall Allison , Ristori Luciano , Schneider Basil , Sexton-Kennedy Elizabeth , Smith Nicholas , Soha Aron , Spalding William J. , Spiegel Leonard , Stoynev Stoyan , Strait James , Taylor Lucas , Tkaczyk Slawek , Tran Nhan Viet , Uplegger Lorenzo , Vaandering Eric Wayne , Weber Hannsjoerg Artur , Acosta Darin , Avery Paul , Bourilkov Dimitri , Cadamuro Luca , Cherepanov Vladimir , Errico Filippo , Field Richard D. , Guerrero Daniel , Joshi Bhargav Madhusudan , Kim Mugeon , Koenig Evan , Konigsberg Jacobo , Korytov Andrey , Lo Kin Ho , Matchev Konstantin , Menendez Nicholas , Mitselmakher Guenakh , Muthirakalayil Madhu Arun , Rawal Neha , Rosenzweig Daniel , Rosenzweig Suzanne , Shi Kun , Sturdy Jared , Wang Jian , Yigitbasi Efe , Zuo Xunwu , Adams Todd , Askew Andrew , Habibullah Redwan , Hagopian Vasken , Johnson Kurtis F. , Khurana Raman , Kolberg Ted , Martinez German , Prosper Harrison , Schiber Catherine , Viazlo Oleksandr , Yohay Rachel , Zhang Jingyu , Baarmand Marc M. , Butalla Stephen , Elkafrawy Tamer , Hohlmann Marcus , Kumar Verma Ravindra , Noonan Daniel , Rahmani Mehdi , Yumiceva Francisco , Adams Mark Raymond , Becerril Gonzalez Hugo , Cavanaugh Richard , Chen Xuan , Dittmer Susan , Evdokimov Olga , Gerber Cecilia Elena , Hangal Dhanush Anil , Hofman David Jonathan , Merritt Anna Henckel , Mills Corrinne , Oh Geonhee , Roy Titas , Rudrabhatla Sahithi , Tonjes Marguerite , Varelas Nikos , Viinikainen Jussi , Wang Xiao , Wu Zhenbin , Ye Zhenyu , Alhusseini Mohammad , Dilsiz Kamuran , Gandrajula Reddy Pratap , Köseyan Ohannes Kamer , Merlo Jean-Pierre , Mestvirishvili Alexi , Nachtman Jane , Ogul Hasan , Onel Yasar , Penzo Aldo , Snyder Christina , Tiras Emrah , Amram Oz , Blumenfeld Barry , Corcodilos Lucas , Davis Jeffrey , Eminizer Margaret , Gritsan Andrei , Kyriacou Savvas , Maksimovic Petar , Roskes Jeffrey , Swartz Morris , Vámi Tamás Álmos , Abreu Andrés , Anguiano Justin , Baldenegro Barrera Cristian , Baringer Philip , Bean Alice , Bylinkin Alexander , Flowers Zachary , Isidori Tommaso , Khalil Sadia , King Jack , Krintiras Georgios , Kropivnitskaya Anna , Lazarovits Margaret , Lindsey Cole , Marquez Juan , Minafra Nicola , Murray Michael , Nickel Matthew , Rogan Christopher , Royon Christophe , Salvatico Riccardo , Sanders Stephen , Schmitz Erich , Smith Caleb , Tapia Takaki Daniel , Wang Quan , Warner Zachary , Williams Justin , Wilson Graham , Duric Senka , Ivanov Andrew , Kaadze Ketino , Kim Doyeong , Maravin Yurii , Mitchell Tyler , Modak Atanu , Nam Kyungwook , Rebassoo Finn , Wright Douglas , Adams Eric , Baden Drew , Baron Owen , Belloni Alberto , Eno Sarah Catherine , Hadley Nicholas John , Jabeen Shabnam , Kellogg Richard G. , Koeth Timothy , Mignerey Alice , Nabili Sara , Palmer Christopher , Seidel Markus , Skuja Andris , Wang Long , Wong Kak , Abercrombie Daniel , Andreassi Guido , Bi Ran , Brandt Stephanie , Busza Wit , Cali Ivan Amos , Chen Yi , D'Alfonso Mariarosaria , Eysermans Jan , Freer Chad , Gomez Ceballos Guillelmo , Goncharov Maxim , Harris Philip , Hu Miao , Klute Markus , Kovalskyi Dmytro , Krupa Jeffrey , Lee Yen-Jie , Maier Benedikt , Mironov Camelia , Paus Christoph , Rankin Dylan , Roland Christof , Roland Gunther , Shi Zhaozhong , Stephans George , Wang Jing , Wang Zhangqier , Wyslouch Bolek , Chatterjee Rajdeep Mohan , Evans Andrew , Hansen Peter , Hiltbrand Joshua , Jain Shilpi , Krohn Michael , Kubota Yuichi , Mans Jeremy , Revering Michael , Rusack Roger , Saradhy Rohith , Schroeder Neil , Strobbe Nadja , Wadud Mohammad Abrar , Bloom Kenneth , Bryson Miranda , Chauhan Shubhanshu , Claes Daniel R. , Fangmeier Caleb , Finco Linda , Golf Frank , Joo Changwoo , Kravchenko Ilya , Musich Marco , Reed Ian , Siado Joaquin Emilo , Snow Gregory R. , Tabb William , Yan Furong , Agarwal Garvita , Bandyopadhyay Hirak , Hay Lauren , Iashvili Ia , Kharchilava Avto , McLean Christine , Nguyen Duong , Pekkanen Juska , Rappoccio Salvatore , Williams Ac , Alverson George , Barberis Emanuela , Haddad Yacine , Hortiangtham Apichart , Li Jingyan , Madigan Gabriel , Marzocchi Badder , Morse David Michael , Nguyen Vivan , Orimoto Toyoko , Parker Ashley , Skinnari Louise , Tishelman-Charny Abraham , Wamorkar Tanvi , Wang Bingran , Wisecarver Andrew , Wood Darien , Bhattacharya Saptaparna , Bueghly James , Chen Ziheng , Gilbert Andrew , Gunter Thoth , Hahn Kristan Allan , Liu Yihan , Odell Nathaniel , Schmitt Michael Henry , Velasco Mayda , Band Reyer , Bucci Rachael , Das Abhishek , Dev Nabarun , Goldouzian Reza , Hildreth Michael , Hurtado Anampa Kenyi , Jessop Colin , Lannon Kevin , Lawrence John , Loukas Nikitas , Lutton Dylan , Marinelli Nancy , Mcalister Ian , McCauley Thomas , Meng Fanbo , Mohrman Kelci , Musienko Yuri , Ruchti Randy , Siddireddy Prasanna , Townsend Austin , Wayne Mitchell , Wightman Andrew , Wolf Matthias , Zarucki Mateusz , Zygala Lara , Bylsma Ben , Cardwell Bryan , Durkin Lloyd Stanley , Francis Brian , Hill Christopher , Nunez Ornelas Martha , Wei Kai , Winer Brian L. , Yates Brent , Addesa Francesca Maria , Bonham Brandon , Das Pallabi , Dezoort Gage , Elmer Peter , Frankenthal Andre , Greenberg Bennett , Haubrich Nicholas , Higginbotham Samuel , Kalogeropoulos Alexis , Kopp Gillian , Kwan Stephanie , Lange David , Lucchini Marco Toliman , Marlow Daniel , Mei Kelvin , Ojalvo Isabel , Olsen James , Stickland David , Tully Christopher , Malik Sudhir , Norberg Scarlet , Bakshi Amandeep Singh , Barnes Virgil E. , Chawla Ridhi , Das Souvik , Gutay Laszlo , Jones Matthew , Jung Andreas Werner , Karmarkar Sushrut , Liu Miaoyuan , Negro Giulia , Neumeister Norbert , Paspalaki Garyfallia , Peng Cheng-Chieh , Piperov Stefan , Purohit Arnab , Schulte Jan-Frederik , Stojanovic Milan , Thieman Jason , Wang Fuqiang , Xiao Rui , Xie Wei , Dolen James , Parashar Neeti , Baty Austin , Decaro Matthew , Dildick Sven , Ecklund Karl Matthew , Freed Sarah , Gardner Parker , Geurts Frank J.M. , Kumar Arun , Li Wei , Padley Brian Paul , Redjimi Radia , Shi Wei , Stahl Leiton Andre Govinda , Yang Shuai , Zhang Liuyao , Zhang Yousen , Bodek Arie , de Barbaro Pawel , Demina Regina , Dulemba Joseph Lynn , Fallon Colin , Ferbel Thomas , Galanti Mario , Garcia-Bellido Aran , Hindrichs Otto , Khukhunaishvili Aleko , Ranken Evan , Taus Rhys , Chiarito Brandon , Chou John Paul , Gandrakota Abhijith , Gershtein Yuri , Halkiadakis Eva , Hart Andrew , Heindl Maximilian , Karacheban Olena , Laflotte Ian , Lath Amitabh , Montalvo Roy , Nash Kevin , Osherson Marc , Salur Sevil , Schnetzer Steve , Somalwar Sunil , Stone Robert , Thayil Steffie Ann , Thomas Scott , Wang Hui , Acharya Himal , Delannoy Andrés G. , Spanier Stefan , Bouhali Othmane , Dalchenko Mykhailo , Delgado Andrea , Eusebi Ricardo , Gilmore Jason , Huang Tao , Kamon Teruki , Kim Hyunyong , Luo Sifu , Malhotra Shivali , Mueller Ryan , Overton David , Rathjens Denis , Safonov Alexei , Akchurin Nural , Damgov Jordan , Hegde Vinay , Kunori Shuichi , Lamichhane Kamal , Lee Sung Won , Mengke Tielige , Muthumuni Samila , Peltola Timo , Volobouev Igor , Wang Zhixing , Whitbeck Andrew , Appelt Eric , Greene Senta , Gurrola Alfredo , Johns Willard , Melo Andrew , Ni Hong , Padeken Klaas , Romeo Francesco , Sheldon Paul , Tuo Shengquan , Velkovska Julia , Arenton Michael Wayne , Cox Bradley , Cummings Grace , Hakala John , Hirosky Robert , Joyce Matthew , Ledovskoy Alexander , Li Ang , Neu Christopher , Tannenwald Benjamin , White Sebastian , Wolfe Evan , Poudyal Nabin , Black Kevin , Bose Tulika , Buchanan James , Caillol Cécile , Dasu Sridhara , De Bruyn Isabelle , Everaerts Pieter , Fienga Francesco , Galloni Camilla , He He , Herndon Matthew , Herve Alain , Hussain Usama , Lanaro Armando , Loeliger Andrew , Loveless Richard , Madhusudanan Sreekala Jithin , Mallampalli Abhishikth , Mohammadi Abdollah , Pinna Deborah , Savin Alexander , Shang Victor , Sharma Varun , Smith Wesley H. , Teague Dylan , Trembath-Reichert Stephen , Vetens Wren 
Published: March 2022

Abstract
Many measurements at the LHC require efficient
identification of heavy-flavour jets, i.e. jets originating from
bottom (b) or charm (c) quarks. An overview of the algorithms used
to identify c jets is described and a novel method to calibrate them
is presented. This new method adjusts the entire distributions of
the outputs obtained when the algorithms are applied to jets of
different flavours. It is based on an iterative approach exploiting
three distinct control regions that are enriched with either b jets,
c jets, or light-flavour and gluon jets. Results are presented in
the form of correction factors evaluated using proton-proton
collision data with an integrated luminosity of 41.5 fb-1 at
√s = 13 TeV, collected by the CMS experiment in 2017. The
closure of the method is tested by applying the measured correction
factors on simulated data sets and checking the agreement between
the adjusted simulation and collision data. Furthermore, a
validation is performed by testing the method on pseudodata, which
emulate various mismodelling conditions. The calibrated results
enable the use of the full distributions of heavy-flavour
identification algorithm outputs, e.g. as inputs to
machine-learning models. Thus, they are expected to increase the
sensitivity of future physics analyses.