The International School for Advanced Studies (SISSA) was founded in 1978 and was the first institution in Italy to promote post-graduate courses leading to a Doctor Philosophiae (or PhD) degree. A centre of excellence among Italian and international universities, the school has around 65 teachers, 100 post docs and 245 PhD students, and is located in Trieste, in a campus of more than 10 hectares with wonderful views over the Gulf of Trieste.
SISSA hosts a very high-ranking, large and multidisciplinary scientific research output. The scientific papers produced by its researchers are published in high impact factor, well-known international journals, and in many cases in the world's most prestigious scientific journals such as Nature and Science. Over 900 students have so far started their careers in the field of mathematics, physics and neuroscience research at SISSA.
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The following article is Open access
A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV
The CMS collaboration, Armen Tumasyan1, Wolfgang Adam2, Janik Walter Andrejkovic2, Thomas Bergauer2, Suman Chatterjee2, Marko Dragicevic2, Alberto Escalante Del Valle2, Rudolf Fruehwirth2,229, Manfred Jeitler2,229, Natascha Krammer2, Lukas Lechner2, Dietrich Liko2, Ivan Mikulec2, Peter Paulitsch2, Florian Michael Pitters2, Jochen Schieck2,229, Robert Schöfbeck2, Markus Spanring2, Sebastian Templ2, Wolfgang Waltenberger2, Claudia-Elisabeth Wulz2,229, Vladimir Chekhovsky3, Aliaksandr Litomin3, Vladimir Makarenko3, Mohamed Rashad Darwish4,230, Eddi A. De Wolf4, Tahys Janssen4, Tomas Kello4,6, Aleksandra Lelek4, Haifa Rejeb Sfar4, Pierre Van Mechelen4, Senne Van Putte4, Nick Van Remortel4, Freya Blekman5, Emil Sørensen Bols5, Jorgen D'Hondt5, Jarne De Clercq5, Martin Delcourt5, Hesham El Faham5, Steven Lowette5, Seth Moortgat5, Alexander Morton5, Denise Müller5, Abanti Ranadhir Sahasransu5, Stefaan Tavernier5, Walter Van Doninck5, Petra Van Mulders5, Diego Beghin6, Bugra Bilin6, Barbara Clerbaux6, Gilles De Lentdecker6, Laurent Favart6, Anastasia Grebenyuk6, Amandeep Kaur Kalsi6, Kyeongpil Lee6, Mostafa Mahdavikhorrami6, Inna Makarenko6, Louis Moureaux6, Laurent Pétré6, Andrey Popov6, Nicolas Postiau6, Elizabeth Starling6, Laurent Thomas6, Max Vanden Bemden6, Catherine Vander Velde6, Pascal Vanlaer6, David Vannerom6, Liam Wezenbeek6, Tom Cornelis7, Didar Dobur7, Joscha Knolle7, Luka Lambrecht7, Gianny Mestdach7, Marek Niedziela7, Christos Roskas7, Amrutha Samalan7, Kirill Skovpen7, Michael Tytgat7, Willem Verbeke7, Basile Vermassen7, Martina Vit7, Agni Bethani8, Giacomo Bruno8, Florian Joel J Bury8, Claudio Caputo8, Pieter David8, Christophe Delaere8, Izzeddin Suat Donertas8, Andrea Giammanco8, Khawla Jaffel8, Sandhya Jain8, Vincent Lemaitre8, Kuntal Mondal8, Jessica Prisciandaro8, Angela Taliercio8, Maksym Teklishyn8, Tu Thong Tran8, Pietro Vischia8, Sébastien Wertz8, Gilvan Alves9, Carsten Hensel9, Arthur Moraes9, Walter Luiz Aldá Júnior10, Miguel Alves Gallo Pereira10, Mapse Barroso Ferreira Filho10, Helena Brandao Malbouisson10, Wagner Carvalho10, Jose Chinellato10,232, Eliza Melo Da Costa10, Gustavo Gil Da Silveira10,231, Dilson De Jesus Damiao10, Sandro Fonseca De Souza10, Diego Matos Figueiredo10, Clemencia Mora Herrera10, Kevin Mota Amarilo10, Luiz Mundim10, Helio Nogima10, Patricia Rebello Teles10, Alberto Santoro10, Sheila Mara Silva Do Amaral10, Andre Sznajder10, Mauricio Thiel10, Felipe Torres Da Silva De Araujo10, Antonio Vilela Pereira10, Cesar Augusto Bernardes11,231, Luigi Calligaris11, Thiago Tomei11, Eduardo De Moraes Gregores11, Dener De Souza Lemos11, Pedro G. Mercadante11, Sergio F. Novaes11, Sandra Padula11, Aleksandar Aleksandrov12, Georgy Antchev12, Roumyana Hadjiiska12, Plamen Iaydjiev12, Milena Misheva12, Mircho Rodozov12, Mariana Shopova12, Georgi Sultanov12, Anton Dimitrov13, Todor Ivanov13, Leander Litov13, Borislav Pavlov13, Peicho Petkov13, Anton Petrov13, Tongguang Cheng14, Qianying Guo14, Tahir Javaid14,233, Monika Mittal14, Hanwen Wang14, Li Yuan14, Muhammad Ahmad15, Gerry Bauer15, Candan Dozen15,15, Zhen Hu15, Jordan Martins15,235, Yi Wang15, Kai Yi15,201,234, Emilien Chapon16, Guo-Ming Chen16,233, He-Sheng Chen16,233, Mingshui Chen16, Fabio Iemmi16, Anshul Kapoor16, Duncan Leggat16, Hongbo Liao16, Zhenan Liu16,233, Vukasin Milosevic16, Fabio Monti16, Ramkrishna Sharma16, Junquan Tao16, Joshuha Thomas-Wilsker16, Jin Wang16, Huaqiao Zhang16, Sijing Zhang16,233, Jingzhou Zhao16, Antonis Agapitos17, Ying An17, Yong Ban17, Cheng Chen17, Andrew Levin17, Qiang Li17, Xudong Lyu17, Yajun Mao17, Si-Jin Qian17, Dayong Wang17, Qun Wang17, Jie Xiao17, Meng Lu18, Zhengyun You18, Xuyang Gao19,6, Hideki Okawa19, Zhen Lin20, Meng Xiao20, Carlos Avila21, Andrés Cabrera21, Carlos Florez21, Jorge Fraga21, Amal Sarkar21, Manuel Alejandro Segura Delgado21, Jhovanny Mejia Guisao22, Felipe Ramirez22, José David Ruiz Alvarez22, Camilo Andrés Salazar González22, Duje Giljanovic23, Nikola Godinovic23, Damir Lelas23, Ivica Puljak23, Zeljko Antunovic24, Marko Kovac24, Toni Sculac24, Vuko Brigljevic25, Dinko Ferencek25, Devdatta Majumder25, Matej Roguljic25, Andrei Starodumov25,148, Tatjana Susa25, Alexandros Attikis26, Konstantinos Christoforou26, Eleni Erodotou26, Aimilios Ioannou26, Gouranga Kole26, Marina Kolosova26, Sotiroulla Konstantinou26, Jehad Mousa26, Charalambos Nicolaou26, Fotios Ptochos26, Panos A. Razis26, Hans Rykaczewski26, Halil Saka26, Miroslav Finger27,145, Michael Finger Jr.27,145, Antonin Kveton27, Edy Ayala28, Edgar Carrera Jarrin29, Hassan Abdalla30,237, Yasser Assran30,238,236, Ahmad Lotfy31, Mohammed Mahmoud31, Sandeep Bhowmik32, Ram Krishna Dewanjee32, Karl Ehataht32, Mario Kadastik32, Saswati Nandan32, Christine Nielsen32, Joosep Pata32, Martti Raidal32, Laurits Tani32, Christian Veelken32, Paula Eerola33, Laurent Forthomme33, Henning Kirschenmann33, Kenneth Osterberg33, Mikko Voutilainen33, Shudhashil Bharthuar34, Erik Brücken34, Francisco Ignacio Garcia Fuentes34, Joona Havukainen34, Min Suk Kim34, Ritva Kinnunen34, Tapio Lampén34, Kati Lassila-Perini34, Sami Lehti34, Tomas Lindén34, Mikko Lotti34, Laura Martikainen34, Mikael Myllymäki34, Jennifer Ott34, Hannu Siikonen34, Eija Tuominen34, Jorma Tuominiemi34, Panja-Riina Luukka35, Henri Petrow35, Tuure Tuuva35, Chiara Amendola36, Marc Besancon36, Fabrice Couderc36, Marc Dejardin36, Daniel Denegri36, Jean-Louis Faure36, Federico Ferri36, Serguei Ganjour36, Alain Givernaud36, Philippe Gras36, Gautier Hamel de Monchenault36, Patrick Jarry36, Bruno Lenzi36, Elizabeth Locci36, Julie Malcles36, John Rander36, André Rosowsky36, Mehmet Özgür Sahin36, Aurore Savoy-Navarro36,217, Maksym Titov36, Geum Bong Yu36, Sudha Ahuja37, Florian Beaudette37, Matteo Bonanomi37, Axel Buchot Perraguin37, Philippe Busson37, Alessandra Cappati37, Claude Charlot37, Olivier Davignon37, Batoul Diab37, Guillaume Falmagne37, Shamik Ghosh37, Raphael Granier de Cassagnac37, Alexandre Hakimi37, Inna Kucher37, Jona Motta37, Matthew Nguyen37, Christophe Ochando37, Pascal Paganini37, Jonas Rembser37, Roberto Salerno37, Jean-Baptiste Sauvan37, Yves Sirois37, Alessandro Tarabini37, Alexandre Zabi37, Amina Zghiche37, Jean-Laurent Agram38,239, Jeremy Andrea38, Dylan Apparu38, Daniel Bloch38, Guillaume Bourgatte38, Jean-Marie Brom38, Eric Christian Chabert38, Caroline Collard38, Douja Darej38, Jean-Charles Fontaine38,239, Ulrich Goerlach38, Clément Grimault38, Anne-Catherine Le Bihan38, Emery Nibigira38, Pierre Van Hove38, Ece Asilar39, Stephanie Beauceron39, Colin Bernet39, Gaelle Boudoul39, Camille Camen39, Aurélien Carle39, Nicolas Chanon39, Didier Contardo39, Pierre Depasse39, Houmani El Mamouni39, Jean Fay39, Susan Gascon39, Maxime Gouzevitch39, Bernard Ille39, Imad Baptiste Laktineh39, Hugues Lattaud39, Antoine Lesauvage39, Morgan Lethuillier39, Laurent Mirabito39, Stephane Perries39, Konstantin Shchablo39, Viola Sordini39, Lucas Torterotot39, Gaël Touquet39, Muriel Vander Donckt39, Sébastien Viret39, Iuri Bagaturia40,240, Irakli Lomidze40, Zviad Tsamalaidze40,145, Lutz Feld41, Katja Klein41, Martin Lipinski41, Danilo Meuser41, Alexander Pauls41, Max Philip Rauch41, Nicolas Röwert41, Johannes Schulz41, Marius Teroerde41, Alena Dodonova42, Dmitry Eliseev42, Martin Erdmann42, Peter Fackeldey42, Benjamin Fischer42, Saranya Ghosh42, Thomas Hebbeker42, Kerstin Hoepfner42, Francesco Ivone42, Henning Keller42, Luca Mastrolorenzo42, Markus Merschmeyer42, Arnd Meyer42, Giovanni Mocellin42, Spandan Mondal42, Swagata Mukherjee42, Dennis Noll42, Andrzej Novak42, Tobias Pook42, Andrey Pozdnyakov42, Yannik Rath42, Hans Reithler42, Jonas Roemer42, Alexander Schmidt42, Simon Christoph Schuler42, Archana Sharma42, Lorenzo Vigilante42, Sebastian Wiedenbeck42, Shawn Zaleski42, Christian Dziwok43, Günter Flügge43, Wael Haj Ahmad43,242, Olena Hlushchenko43, Thomas Kress43, Andreas Nowack43, Claudia Pistone43, Oliver Pooth43, Dennis Roy43, Hale Sert43, Achim Stahl43,164, Tim Ziemons43, Henriette Aarup Petersen44, Maria Aldaya Martin44, Paul Asmuss44, Illia Babounikau44, Samuel Baxter44, Olaf Behnke44, Armando Bermúdez Martínez44, Soham Bhattacharya44, Afiq Aizuddin Bin Anuar44, Kerstin Borras44,42, Valeria Botta44, David Brunner44, Alan Campbell44, Andrea Cardini44, Chun Cheng44, Federica Colombina44, Sandra Consuegra Rodríguez44, Gilson Correia Silva44, Vladyslav Danilov44, Leonid Didukh44, Guenter Eckerlin44, Doris Eckstein44, Luis Ignacio Estevez Banos44, Oleg Filatov44, Elisabetta Gallo44,45, Achim Geiser44, Angela Giraldi44, Alexander Grohsjean44, Moritz Guthoff44, Abideh Jafari44,66, Nur Zulaiha Jomhari44, Hannes Jung44, Ashraf Mohamed44,42, Matthias Kasemann44, Hessamoddin Kaveh44, Claus Kleinwort44, Dirk Krücker44, Wolfgang Lange44, Jindrich Lidrych44, Katerina Lipka44, Wolfgang Lohmann44,241, Rainer Mankel44, Isabell-Alissandra Melzer-Pellmann44, Josry Metwally44, Andreas Bernhard Meyer44, Mareike Meyer44, Joachim Mnich44, Andreas Mussgiller44, Younes Otarid44, Danyer Pérez Adán44, Daniel Pitzl44, Alexei Raspereza44, Beatriz Ribeiro Lopes44, Jonas Rübenach44, Alessia Saggio44, Andrej Saibel44, Mykola Savitskyi44, Moritz Scham44, Valerie Scheurer44, Christian Schwanenberger44,45, Akshansh Singh44, Rafael Eduardo Sosa Ricardo44, Dominic Stafford44, Nicolas Tonon44, Oleksii Turkot44, Merijn Van De Klundert44, Roberval Walsh44, David Walter44, Yiwen Wen44, Katarzyna Wichmann44, Lucas Wiens44, Christoph Wissing44, Sebastian Wuchterl44, Robin Aggleton45, Steffen Albrecht45, Samuel Bein45, Lisa Benato45, Anna Benecke45, Patrick Connor45, Ksenia De Leo45, Melanie Eich45, Finn Feindt45, Alexander Fröhlich45, Christoph Garbers45, Erika Garutti45, Paolo Gunnellini45, Johannes Haller45, Andreas Hinzmann45, Gregor Kasieczka45, Robert Klanner45, Roman Kogler45, Tobias Kramer45, Viktor Kutzner45, Johannes Lange45, Torben Lange45, Artur Lobanov45, Andrea Malara45, Aliya Nigamova45, Karla Josefina Pena Rodriguez45, Oliver Rieger45, Peter Schleper45, Matthias Schröder45, Joern Schwandt45, Dennis Schwarz45, Jory Sonneveld45, Hartmut Stadie45, Georg Steinbrück45, Alexandra Tews45, Benedikt Vormwald45, Irene Zoi45, Janek Bechtel46, Thomas Berger46, Erik Butz46, René Caspart46, Thorsten Chwalek46, Wim De Boer46, Alexander Dierlamm46, Alexander Droll46, Karim El Morabit46, Nils Faltermann46, Manuel Giffels46, Jan-Ole Gosewisch46, Artur Gottmann46, Frank Hartmann46,164, Christoph Heidecker46, Ulrich Husemann46, Igor Katkov46,152, Philip Keicher46, Roland Koppenhöfer46, Stefan Maier46, Marius Metzler46, Soureek Mitra46, Thomas Müller46, Max Neukum46, Andreas Nürnberg46, Gunter Quast46, Klaus Rabbertz46, Johann Rauser46, Daniel Savoiu46, Matthias Schnepf46, David Seith46, Ivan Shvetsov46, Hans-Jürgen Simonis46, Ralf Ulrich46, Jan Van Der Linden46, Ralf Florian Von Cube46, Michael Wassmer46, Marc Weber46, Sebastian Wieland46, Roger Wolf46, Sebastian Wozniewski46, Stefan Wunsch46, Georgios Anagnostou47, Georgios Daskalakis47, Theodoros Geralis47, Aristotelis Kyriakis47, Demetrios Loukas47, Anna Stakia47, Magda Diamantopoulou48, Dimitrios Karasavvas48, George Karathanasis48, Pantelis Kontaxakis48, Charis Kleio Koraka48, Arkadios Manousakis-Katsikakis48, Apostolos Panagiotou48, Ioanna Papavergou48, Niki Saoulidou48, Konstantinos Theofilatos48, Eirini Tziaferi48, Konstantinos Vellidis48, Emmanouil Vourliotis48, Georgios Bakas49, Konstantinos Kousouris49, Ioannis Papakrivopoulos49, Georgios Tsipolitis49, Anna Zacharopoulou49, Ioannis Evangelou50, Costas Foudas50, Paraskevas Gianneios50, Panagiotis Katsoulis50, Panagiotis Kokkas50, Nikolaos Manthos50, Ioannis Papadopoulos50, John Strologas50, Mate Csanad51, Krisztián Farkas51, Mahmod Moussa Abdelkhalek Gadallah51,243, Sándor Lökös51,55, Péter Major51, Koushik Mandal51, Ankita Mehta51, Gabriella Pasztor51, Attila József Rádl51, Olivér Surányi51, Gabor Istvan Veres51, Márton Bartók52,54, Gyorgy Bencze52, Csaba Hajdu52, Dezso Horvath52,53, Ferenc Sikler52, Viktor Veszpremi52, Gyorgy Vesztergombi52,51, Sandor Czellar53, János Karancsi53,54, Jozsef Molnar53, Zoltan Szillasi53, Daniel Teyssier53, Peter Raics54, Zoltan Laszlo Trocsanyi54,51, Balazs Ujvari54, Tamas Ferenc Csorgo55,52, Frigyes Nemes55,52, Tamas Novak55, Jyothsna Rani Komaragiri56, Deepak Kumar56, Lata Panwar56, Praveen Chandra Tiwari56, Seema Bahinipati57,245, Chandiprasad Kar57, Prolay Mal57, Tribeni Mishra57, Vinaya Krishnan Muraleedharan Nair Bindhu57,244, Aruna Nayak57,244, Prafulla Saha57, Nairit Sur57, Sanjay Kumar Swain57, Diwakar Vats57,244, Sunil Bansal58, Suman Bala Beri58, Vipin Bhatnagar58, Geetanjali Chaudhary58, Sushil Chauhan58, Nitish Dhingra58,247, Rajat Gupta58, Amandeep Kaur58, Manjit Kaur58, Sandeep Kaur58, Priyanka Kumari58, Meena Meena58, Kaur Sandeep58, Jasbir Singh58, Amandeep Kaur58, Asar Ahmed59, Ashutosh Bhardwaj59, Brajesh C. Choudhary59, Mohit Gola59, Sumit Keshri59, Ashok Kumar59, Mohammad Naimuddin59, Priyanka Priyanka59, Kirti Ranjan59, Aashaq Shah59, Monika Bharti60,249, Rajarshi Bhattacharya60, Satyaki Bhattacharya60, Debabrata Bhowmik60, Shubham Dutta60, Suchandra Dutta60, Bhawna Gomber60,246, Manas Maity60,250, Pritam Palit60, Prasant Kumar Rout60, Gourab Saha60, Bisnupriya Sahu60, Subir Sarkar60, Manoj Sharan60, Bipen Singh60,249, Shalini Thakur60,249, Prafulla Kumar Behera61, Subash Chandra Behera61, Pritam Kalbhor61, Alibordi Muhammad61, Raghunath Pradhan61, Prabhat Ranjan Pujahari61, Ashish Sharma61, Anup Kumar Sikdar61, Dipanwita Dutta62, Vishwajeet Jha62, Vineet Kumar62, Dipak Kumar Mishra62, Kousik Naskar62,248, Pawan Kumar Netrakanti62, Lalit Mohan Pant62, Prashant Shukla62, Tariq Aziz63, Shashikant Dugad63, Mintu Kumar63, Uttiya Sarkar63, Sudeshna Banerjee64, Ruchi Chudasama64, Monoranjan Guchait64, Saikat Karmakar64, Sanjeev Kumar64, Gobinda Majumder64, Kajari Mazumdar64, Soumya Mukherjee64, Alpana Alpana65, Sourabh Dube65, Bhumika Kansal65, Arnab Laha65, Shubham Pandey65, Aditee Rane65, Angira Rastogi65, Seema Sharma65, Hamed Bakhshiansohi66,44, Maryam Zeinali66,252, Shirin Chenarani67,251, Seyed Mohsen Etesami67, Mohsen Khakzad67, Mojtaba Mohammadi Najafabadi67, Martin Grunewald68, Marcello Abbrescia70,71, Reham Aly70,71,69, Caterina Aruta70,71, Anna Colaleo70, Donato Creanza70,72, Nicola De Filippis70,72, Mauro De Palma70,71, Adriano Di Florio70,71, Antonio Di Pilato70,71, Walaa Elmetenawee70,71, Luigi Fiore70, Andrea Gelmi70,71, Muhammad Gul70, Giuseppe Iaselli70,72, Merve Ince70,71, Samet Lezki70,71, Giorgio Maggi70,72, Marcello Maggi70, Ilirjan Margjeka70,71, Vincenzo Mastrapasqua70,71, Jeremie Alexandre Merlin70, Salvatore My70,71, Salvatore Nuzzo70,71, Antonello Pellecchia70,71, Alexis Pompili70,71, Gabriella Pugliese70,72, Antonio Ranieri70, Giovanna Selvaggi70,71, Lucia Silvestris70, Federica Maria Simone70,71, Rosamaria Venditti70, Piet Verwilligen70, Giovanni Abbiendi74, Carlo Battilana74,75, Daniele Bonacorsi74,75, Lisa Borgonovi74, Luca Brigliadori74, Renato Campanini74,75, Paolo Capiluppi74,75, Andrea Castro74,75, Francesca Romana Cavallo74, Marco Cuffiani74,75, Gaetano-Marco Dallavalle74, Tommaso Diotalevi74,75, Fabrizio Fabbri74, Alessandra Fanfani74,75, Paolo Giacomelli74, Luca Giommi74,75, Claudio Grandi74, Luigi Guiducci74,75, Sergio Lo Meo74,254, Leonardo Lunerti74,75, Stefano Marcellini74, Gianni Masetti74, Francesco Navarria74,75, Andrea Perrotta74, Federica Primavera74,75, Antonio Rossi74,75, Tiziano Rovelli74,75, Gian Piero Siroli74,75, Sebastiano Albergo77,78,253, Salvatore Costa77,78,253, Alessandro Di Mattia77, Renato Potenza77,78, Alessia Tricomi77,78,253, Cristina Tuve77,78, Giuseppe Barbagli80, Antonio Cassese80, Rudy Ceccarelli80,81, Vitaliano Ciulli80,81, Carlo Civinini80, Raffaello D'Alessandro80,81, Ettore Focardi80,81, Giuseppe Latino80,81, Piergiulio Lenzi80,81, Mattia Lizzo80,81, Marco Meschini80, Simone Paoletti80, Roberto Seidita80,81, Giacomo Sguazzoni80, Lorenzo Viliani80, Luigi Benussi82, Stefano Bianco82, Davide Piccolo82, Marco Bozzo84,85, Fabrizio Ferro84, Roberto Mulargia84,85, Enrico Robutti84, Silvano Tosi84,85, Andrea Benaglia87, Francesco Brivio87,88, Flavia Cetorelli87,88, Vincenzo Ciriolo87,88,164, Federico De Guio87,88, Mauro Emanuele Dinardo87,88, Paolo Dini87, Simone Gennai87, Alessio Ghezzi87,88, Pietro Govoni87,88, Luca Guzzi87,88, Martina Malberti87, Sandra Malvezzi87, Andrea Massironi87, Dario Menasce87, Luigi Moroni87, Marco Paganoni87,88, Daniele Pedrini87, Stefano Ragazzi87,88, Nicola Redaelli87, Tommaso Tabarelli de Fatis87,88, Davide Valsecchi87,88,164, Davide Zuolo87,88, Salvatore Buontempo90, Francesco Carnevali90,91, Nicola Cavallo90,92, Agostino De Iorio90,91, Francesco Fabozzi90,92, Alberto Orso Maria Iorio90,91, Luca Lista90,91, Sabino Meola90,93,164, Pierluigi Paolucci90,164, Biagio Rossi90, Crisostomo Sciacca90,91, Patrizia Azzi95, Nicola Bacchetta95, Dario Bisello95,96, Pierluigi Bortignon95, Alberto Bragagnolo95,96, Roberto Carlin95,96, Paolo Checchia95, Tommaso Dorigo95, Umberto Dosselli95, Fabrizio Gasparini95,96, Ugo Gasparini95,96, Siew Yan Hoh95,96, Lukas Layer95,91, Martino Margoni95,96, Anna Teresa Meneguzzo95,96, Jacopo Pazzini95,96, Matteo Presilla95,96, Paolo Ronchese95,96, Roberto Rossin95,96, Franco Simonetto95,96, Giles Strong95, Mia Tosi95,96, Hevjin Yarar95,96, Marco Zanetti95,96, Pierluigi Zotto95,96, Alberto Zucchetta95,96, Gianni Zumerle95,96, Chiara Aimè99,100, Alessandro Braghieri99, Simone Calzaferri99,100, Davide Fiorina99,100, Paolo Montagna99,100, Sergio P. Ratti99,100, Valerio Re99, Cristina Riccardi99,100, Paola Salvini99, Ilaria Vai99, Paolo Vitulo99,100, Patrick Asenov102,255, Gian Mario Bilei102, Diego Ciangottini102,103, Livio Fanò102,103, Paolo Lariccia102,103, Matteo Magherini102,103, Giancarlo Mantovani102,103, Valentina Mariani102,103, Mauro Menichelli102, Francesco Moscatelli102,255, Andrea Piccinelli102,103, Alessandro Rossi102,103, Attilio Santocchia102,103, Daniele Spiga102, Tommaso Tedeschi102,103, Paolo Azzurri105, Giuseppe Bagliesi105, Valerio Bertacchi105,107, Lorenzo Bianchini105, Tommaso Boccali105, Edoardo Bossini105,106, Rino Castaldi105, Maria Agnese Ciocci105,106, Valeria D'Amante105,108, Roberto Dell'Orso105, Maria Rosaria Di Domenico105,108, Silvio Donato105, Alessandro Giassi105, Franco Ligabue105,107, Elisabetta Manca105,107, Giulio Mandorli105,107, Alberto Messineo105,106, Fabrizio Palla105, Shubhi Parolia105,106, Gabriel Ramirez-Sanchez105,107, Andrea Rizzi105,106, Gigi Rolandi105,107, Suvankar Roy Chowdhury105,107, Angelo Scribano105, Negin Shafiei105,106, Paolo Spagnolo105, Roberto Tenchini105, Guido Tonelli105,106, Nicola Turini105,108, Andrea Venturi105, Piero Giorgio Verdini105, Mattia Campana110,111, Francesca Cavallari110, Daniele Del Re110,111, Emanuele Di Marco110, Marcella Diemoz110, Egidio Longo110,111, Paolo Meridiani110, Giovanni Organtini110,111, Francesco Pandolfi110, Riccardo Paramatti110,111, Claudio Quaranta110,111, Shahram Rahatlou110,111, Chiara Rovelli110, Francesco Santanastasio110,111, Livia Soffi110, Raffaella Tramontano110,111, Nicola Amapane113,114, Roberta Arcidiacono113,115, Stefano Argiro113,114, Michele Arneodo113,115, Nazar Bartosik113, Riccardo Bellan113,114, Andrea Bellora113,114, Jorge Berenguer Antequera113,114, Cristina Biino113, Nicolo Cartiglia113, Simona Cometti113, Marco Costa113,114, Roberto Covarelli113,114, Natale Demaria113, Bilal Kiani113,114, Federica Legger113, Chiara Mariotti113, Silvia Maselli113, Ernesto Migliore113,114, Ennio Monteil113,114, Marco Monteno113, Maria Margherita Obertino113,114, Giacomo Ortona113, Luca Pacher113,114, Nadia Pastrone113, Mario Pelliccioni113, Gian Luca Pinna Angioni113,114, Marta Ruspa113,115, Ksenia Shchelina113,114, Federico Siviero113,114, Valentina Sola113, Ada Solano113,114, Dario Soldi113,114, Amedeo Staiano113, Marta Tornago113,114, Daniele Trocino113,114, Antonio Vagnerini113, Stefano Belforte117, Vieri Candelise117,118, Massimo Casarsa117, Fabio Cossutti117, Alessandro Da Rold117,118, Giuseppe Della Ricca117,118, Giulia Sorrentino117,118, Federico Vazzoler117,118, Sunil Dogra119, Changgi Huh119, Bobae Kim119, Dong Hee Kim119, Gui Nyun Kim119, Jiwoong Kim119, Jeongeun Lee119, Seh Wook Lee119, Chang-Seong Moon119, Young Do Oh119, Sang Il Pak119, Benjamin Charles Radburn-Smith119, Sezen Sekmen119, Yu Chul Yang119, Hyunchul Kim120, Dong Ho Moon120, Brieuc Francois121, Tae Jeong Kim121, Jiwon Park121, Sungwoong Cho122, Suyong Choi122, Yeonju Go122, Byung-Sik Hong122, Kisoo Lee122, Kyong Sei Lee122, Jaehoon Lim122, Jaebeom Park122, Sung Keun Park122, Jaehyeok Yoo122, Junghwan Goh123, Atul Gurtu123, Hyunsoo Kim124, Yongsun Kim124, John Almond125, Ji Hwan Bhyun125, Junho Choi125, Sihyun Jeon125, Junho Kim125, Jae Sung Kim125, Sanghyun Ko125, Hyejin Kwon125, Haneol Lee125, Sangeun Lee125, Byung Hun Oh125, Minseok Oh125, Sung Bin Oh125, Hyonsan Seo125, Unki Yang125, Inseok Yoon125, Woojin Jang126, Dajeong Jeon126, Da Young Kang126, Yechan Kang126, Ji Hyun Kim126, Seulgi Kim126, Byeonghak Ko126, Jason Sang Hun Lee126, Yunjae Lee126, Inkyu Park126, Youn Roh126, Min Sang Ryu126, Donghyun Song126, Ian Watson126, Seungjin Yang126, Seungkyu Ha127, Hwi Dong Yoo127, Minuk Choi128, Yongho Jeong128, Heewon Lee128, Yonghoon Lee128, Intae Yu128, Taha Beyrouthy129, Yasser Maghrbi129, Toms Torims130, Viesturs Veckalns130,130, Marijus Ambrozas131, Alexandra Carvalho Antunes De Oliveira131, Andrius Juodagalvis131, Aurelijus Rinkevicius131, Gintautas Tamulaitis131, Nurfikri Bin Norjoharuddeen132, Wan Ahmad Tajuddin Wan Abdullah132, Mohd Nizam Yusli132, Zukhaimira Zolkapli132, Jose F. Benitez133, Alfredo Castaneda Hernandez133, Moisés León Coello133, Javier Alberto Murillo Quijada133, Ashish Sehrawat133, Lizardo Valencia Palomo133, Gabriel Ayala134, Heriberto Castilla-Valdez134, Eduard De La Cruz-Burelo134, Ivan Heredia-De La Cruz134,256, Ricardo Lopez-Fernandez134, Cesar Atzin Mondragon Herrera134, Daniel Alejandro Perez Navarro134, Alberto Sánchez Hernández134, Salvador Carrillo Moreno135, Cristina Oropeza Barrera135, Mateo Ramírez García135, Fabiola Vazquez Valencia135, Isabel Pedraza136, Humberto Antonio Salazar Ibarguen136, Cecilia Uribe Estrada136, Jelena Mijuskovic137,36, Natasa Raicevic137, David Krofcheck138, Srinidhi Bheesette139, Philip H. Butler139, Ashfaq Ahmad140, Muhammad Irfan Asghar140, Ali Awais140, Muhammad Imran Malik Awan140, Hafeez R. Hoorani140, Wajid Ali Khan140, Mehar Ali Shah140, Muhammad Shoaib140, Muhammad Waqas140, Valentina Avati141, Leszek Grzanka141, Maciej Malawski141, Helena Bialkowska142, Michal Bluj142, Bozena Boimska142, Maciej Górski142, Malgorzata Kazana142, Michal Szleper142, Piotr Zalewski142, Karol Bunkowski143, Krzysztof Doroba143, Artur Kalinowski143, Marcin Konecki143, Jan Krolikowski143, Marek Walczak143, Mariana Araujo144, Pedrame Bargassa144, Diogo Bastos144, Alessio Boletti144, Pietro Faccioli144, Michele Gallinaro144, Jonathan Hollar144, Nuno Leonardo144, Tahereh Sadat Niknejad144, Matteo Pisano144, Joao Seixas144, Oleksii Toldaiev144, Joao Varela144, Serguei Afanasiev145, Dzmitry Budkouski145, Igor Golutvin145, Ilya Gorbunov145, Vladimir Karjavine145, Vladimir Korenkov145, Alexander Lanev145, Alexander Malakhov145, Viktor Matveev145,147,150, Vladimir Palichik145, Victor Perelygin145, Maria Savina145, Diana Seitova145, Vladislav Shalaev145, Sergey Shmatov145, Siarhei Shulha145, Vitaly Smirnov145, Oleg Teryaev145, Nikolay Voytishin145, Bekhzod S. Yuldashev145,259, Anatoli Zarubin145, Ilia Zhizhin145, Genady Gavrilov146, Victor Golovtcov146, Yury Ivanov146, Victor Kim146,258, Ekaterina Kuznetsova146,197, Victor Murzin146, Vadim Oreshkin146, Igor Smirnov146, Dmitry Sosnov146, Valentin Sulimov146, Lev Uvarov146, Serguei Volkov146, Alexey Vorobyev146, Yuri Andreev147, Alexander Dermenev147, Sergei Gninenko147, Nikolai Golubev147, Anton Karneyeu147, Dmitrii Kirpichnikov147, Mikhail Kirsanov147, Nikolai Krasnikov147, Anatoli Pashenkov147, Grigory Pivovarov147, Danila Tlisov147, Alexander Toropin147, Vladimir Epshteyn148, Vladimir Gavrilov148, Natalia Lychkovskaya148, Alexander Nikitenko148,180, Vladimir Popov148, Alexander Spiridonov148, Anton Stepennov148, Maria Toms148, Evgueni Vlasov148, Alexander Zhokin148, Tagir Aushev149, Oksana Bychkova150, Marina Chadeeva150,151, Pavel Parygin150, Elena Popova150, Vladimir Rusinov150, Vladimir Andreev151, Maksim Azarkin151, Igor Dremin151, Martin Kirakosyan151, Adel Terkulov151, Andrey Belyaev152, Edouard Boos152, Mikhail Dubinin152,192, Lev Dudko152, Alexander Ershov152, Andrey Gribushin152, Vyacheslav Klyukhin152, Olga Kodolova152, Igor Lokhtin152, Stepan Obraztsov152, Sergey Petrushanko152, Viktor Savrin152, Alexander Snigirev152, Vladimir Blinov153,257, Tatyana Dimova153,257, Leonid Kardapoltsev153,257, Aleksei Kozyrev153,257, Ivan Ovtin153,257, Yuri Skovpen153,257, Igor Azhgirey154, Igor Bayshev154, Dmitry Elumakhov154, Vassili Kachanov154, Dmitri Konstantinov154, Petr Mandrik154, Vladimir Petrov154, Roman Ryutin154, Sergei Slabospitskii154, Andrei Sobol154, Sergey Troshin154, Nikolay Tyurin154, Andrey Uzunian154, Alexey Volkov154, Anton Babaev155, Vitalii Okhotnikov155, Vladislav Borshch156, Vladimir Ivantchenko156, Evgueni Tcherniaev156, Petar Adzic157,260, Milos Dordevic157, Predrag Milenovic157, Jovan Milosevic157, Manuel Aguilar-Benitez158, Juan Alcaraz Maestre158, Adrian Álvarez Fernández158, Irene Bachiller158, Mar Barrio Luna158, Cristina Fernandez Bedoya158, Camilo Andres Carrillo Montoya158, Maria Cepeda158, Marcos Cerrada158, Nicanor Colino158, Begona De La Cruz158, Antonio Delgado Peris158, Juan Pablo Fernández Ramos158, Jose Flix158, Maria Cruz Fouz158, Oscar Gonzalez Lopez158, Silvia Goy Lopez158, Jose M. Hernandez158, Maria Isabel Josa158, Jaime León Holgado158, Dermot Moran158, Álvaro Navarro Tobar158, Antonio María Pérez-Calero Yzquierdo158, Jesus Puerta Pelayo158, Ignacio Redondo158, Luciano Romero158, Sergio Sánchez Navas158, Lourdes Urda Gómez158, Carlos Willmott158, Jorge F de Trocóniz159, Rogelio Reyes-Almanza159, Barbara Alvarez Gonzalez160, Javier Cuevas160, Carlos Erice160, Javier Fernandez Menendez160, Santiago Folgueras160, Isidro Gonzalez Caballero160, Juan Rodrigo González Fernández160, Enrique Palencia Cortezon160, Clara Ramón Álvarez160, Joan Ripoll Sau160, Víctor Rodríguez Bouza160, Andrea Trapote160, Nicolò Trevisani160, Javier Andres Brochero Cifuentes161, Iban Jose Cabrillo161, Alicia Calderon161, Jordi Duarte Campderros161, Marcos Fernandez161, Celia Fernandez Madrazo161, Pedro José Fernández Manteca161, Andrea García Alonso161, Gervasio Gomez161, Celso Martinez Rivero161, Pablo Martinez Ruiz del Arbol161, Francisco Matorras161, Pablo Matorras Cuevas161, Jonatan Piedra Gomez161, Cédric Prieels161, Teresa Rodrigo161, Alberto Ruiz-Jimeno161, Luca Scodellaro161, Ivan Vila161, Jesus Manuel Vizan Garcia161, Kithsiri Malagalage162, Balashangar Kailasapathy162,261, Don Upul Jayasiri Sonnadara162, Deshitha Chamikara Wickramarathna Dhammage162, Welathantri G.D. Dharmaratna163, Kalpanie Liyanage163, Nimantha Perera163, Nadeesha Wickramage163, Thea Klaeboe Aarrestad164, Duccio Abbaneo164, Juliette Alimena164, Etiennette Auffray164, Georg Auzinger164, Joachim Baechler164, Paul Baillon164, David Barney164, Joshua Bendavid164, Michele Bianco164, Andrea Bocci164, Tiziano Camporesi164, Maria Capeans Garrido164, Gianluca Cerminara164, Simranjit Singh Chhibra164, Marco Cipriani164, Leonardo Cristella164, David D'Enterria164, Anne Dabrowski164, Nadir Daci164, Andre David Tinoco Mendes164, Albert De Roeck164, Matteo Maria Defranchis164, Mario Deile164, Marc Dobson164, Marc Dünser164, Niels Dupont164, Anna Elliott-Peisert164, Natalia Emriskova164, Francesco Fallavollita164,98, Daniele Fasanella164, Sara Fiorendi164, Alice Florent164, Giovanni Franzoni164, Wolfgang Funk164, Simone Giani164, Dominique Gigi164, Karl Gill164, Frank Glege164, Loukas Gouskos164, Mykyta Haranko164, Jeroen Hegeman164, Yutaro Iiyama164, Vincenzo Innocente164, Thomas James164, Patrick Janot164, Jan Kaspar164, Jan Kieseler164, Matthias Komm164, Nicolaus Kratochwil164, Clemens Lange164, Santeri Laurila164, Paul Lecoq164, Kenneth Long164, Carlos Lourenco164, Luca Malgeri164, Stavros Mallios164, Marcello Mannelli164, Andrea Carlo Marini164, Frans Meijers164, Stefano Mersi164, Emilio Meschi164, Filip Moortgat164, Martijn Mulders164, Styliani Orfanelli164, Luciano Orsini164, Felice Pantaleo164, Luc Pape164, Emmanuel Perez164, Marco Peruzzi164, Achille Petrilli164, Giovanni Petrucciani164, Andreas Pfeiffer164, Maurizio Pierini164, Danilo Piparo164, Michael Pitt164, Huilin Qu164, Thorben Quast164, Dinyar Rabady164, Attila Racz164, Guillermo Reales Gutiérrez164, Marcel Rieger164, Marco Rovere164, Hannes Sakulin164, Jakob Salfeld-Nebgen164, Simone Scarfi164, Christoph Schäfer164, Christoph Schwick164, Michele Selvaggi164, Archana Sharma164, Pedro Silva164, Walter Snoeys164, Paraskevas Sphicas164,48, Sioni Summers164, Kaya Tatar164, Vittorio Raoul Tavolaro164, Daniel Treille164, Andromachi Tsirou164, Gerrit Patrick Van Onsem164, Mauro Verzetti164, Joanna Wanczyk164,262, Kinga Anna Wozniak164, Wolfram Dietrich Zeuner164, Lea Caminada165,167, Aliakbar Ebrahimi165, Wolfram Erdmann165, Roland Horisberger165, Quentin Ingram165, Hans-Christian Kaestli165, Danek Kotlinski165, Urs Langenegger165, Marino Missiroli165, Tilman Rohe165, Konstantin Androsov166,262, Malte Backhaus166, Pirmin Berger166, Alessandro Calandri166, Nadezda Chernyavskaya166, Annapaola De Cosa166, Günther Dissertori166, Michael Dittmar166, Mauro Donegà166, Christian Dorfer166, Florian Eble166, Krunal Gedia166, Franz Glessgen166, Tirso Alejandro Gómez Espinosa166, Christoph Grab166, Dmitry Hits166, Werner Lustermann166, Anne-mazarine Lyon166, Riccardo Andrea Manzoni166, Cristina Martin Perez166, Maren Tabea Meinhard166, Francesca Nessi-Tedaldi166, Jeremi Niedziela166, Felicitas Pauss166, Vasilije Perovic166, Simone Pigazzini166, Maria Giulia Ratti166, Michael Reichmann166, Christina Reissel166, Thomas Reitenspiess166, Branislav Ristic166, Daniele Ruini166, Diego Alejandro Sanz Becerra166, Myriam Schönenberger166, Vinzenz Stampf166, Jan Steggemann166,262, Rainer Wallny166, De Hua Zhu166, Claude Amsler167,263, Pascal Bärtschi167, Cristina Botta167, Danyyl Brzhechko167, Maria Florencia Canelli167, Kyle Cormier167, Adinda De Wit167, Riccardo Del Burgo167, Jaana Kristiina Heikkilä167, Marc Huwiler167, Weijie Jin167, Arash Jofrehei167, Benjamin Kilminster167, Stefanos Leontsinis167, Sascha Pascal Liechti167, Anna Macchiolo167, Peter Meiring167, Vinicius Massami Mikuni167, Umberto Molinatti167, Izaak Neutelings167, Arne Reimers167, Peter Robmann167, Sergio Sanchez Cruz167, Korbinian Schweiger167, Yuta Takahashi167, Catherine Adloff168,264, Chia-Ming Kuo168, Willis Lin168, Ashim Roy168, Tanmay Sarkar168,250, Shin-Shan Yu168, Ludivine Ceard169, Yuan Chao169, Kai-Feng Chen169, Po-Hsun Chen169, George Wei-Shu Hou169, You-ying Li169, Rong-Shyang Lu169, Efstathios Paganis169, Andreas Psallidas169, Arnaud Steen169, Hsin-yeh Wu169, Efe Yazgan169, Pei-rong Yu169, Burin Asavapibhop170, Chayanit Asawatangtrakuldee170, Norraphat Srimanobhas170, Fatma Boran171, Serdal Damarseckin171,278, Zuhal Seyma Demiroglu171, Furkan Dolek171, Isa Dumanoglu171,277, Eda Eskut171, Yalcin Guler171, Emine Gurpinar Guler171,275, Ilknur Hos171,268, Candan Isik171, Ozgun Kara171, Aysel Kayis Topaksu171, Ugur Kiminsu171, Gulsen Onengut171, Kadri Ozdemir171,271, Ayse Polatoz171, Ali Eren Simsek171, Bayram Tali171,265, Ufuk Guney Tok171, Semra Turkcapar171, Ibrahim Soner Zorbakir171, Caglar Zorbilmez171, Bora Isildak172,270, Guler Karapinar172,272, Kadir Ocalan172,274, Metin Yalvac172,279, Bora Akgun173, Ismail Okan Atakisi173, Erhan Gulmez173, Mithat Kaya173,276, Ozlem Kaya173,269, Özlem Özçelik173, Sevgi Tekten173,273, Elif Asli Yetkin173,267, Altan Cakir174, Kerem Cankocak174,277, Yildiray Komurcu174, Sercan Sen174,266, Salim Cerci175,265, Berkan Kaynak175, Suat Ozkorucuklu175, Deniz Sunar Cerci175,265, Boris Grynyov176, Leonid Levchuk177, David Anthony178, Eshwen Bhal178, Simone Bologna178, James John Brooke178, Aaron Bundock178, Emyr Clement178, David Cussans178, Henning Flacher178, Joel Goldstein178, Greg P. Heath178, Helen F. Heath178, Mei-li Holmberg178,179, Lukasz Kreczko178, Benjamin Krikler178, Sudarshan Paramesvaran178, Sarah Seif El Nasr-Storey178, Vincent J. Smith178, Nicolas Stylianou178,5, Katie Walkingshaw Pass178, Robert White178, Ken W. Bell179, Alexander Belyaev179,289, Christopher Brew179, Robert M. Brown179, David J.A. Cockerill179, Charlotte Cooke179, Katherine Victoria Ellis179, Kristian Harder179, Sam Harper179, Jacob Linacre179, Konstantinos Manolopoulos179, Dave M. Newbold179, Emmanuel Olaiya179, David Petyt179, Thomas Reis179, Thomas Schuh179, Claire Shepherd-Themistocleous179, Ian R. Tomalin179, Thomas Williams179, Robert Bainbridge180, Philippe Bloch180, Shameena Bonomally180, Johan Borg180, Shane Breeze180, Oliver Buchmuller180, Vilius Cepaitis180, Gurpreet Singh Chahal180,288, David Colling180, Paul Dauncey180, Gavin Davies180, Michel Della Negra180, Simon Fayer180, Giacomo Fedi180, Geoffrey Hall180, Mohammad Hassan Hassanshahi180, Gregory Iles180, Jonathon Langford180, Louis Lyons180, Anne-Marie Magnan180, Sarah Malik180, Arabella Martelli180, David Gabriel Monk180, Jordan Nash180,287, Mark Pesaresi180, David Mark Raymond180, Alexander Richards180, Andrew Rose180, Edward Scott180, Christopher Seez180, Antoni Shtipliyski180, Alexander Tapper180, Kirika Uchida180, Tejinder Virdee180,164, Milos Vojinovic180, Nicholas Wardle180, Samuel Nathan Webb180, Daniel Winterbottom180, Angelo Giacomo Zecchinelli180, Kathryn Coldham181, Joanne Cole181, Akram Khan181, Paul Kyberd181, Ivan Reid181, Liliana Teodorescu181, Sema Zahid181, Salavat Abdullin182, Andrew Brinkerhoff182, Bryan Caraway182, Jay Dittmann182, Kenichi Hatakeyama182, Ankush Reddy Kanuganti182, Brooks McMaster182, Nathaniel Pastika182, Mark Saunders182, Siddhesh Sawant182, Chosila Sutantawibul182, Jonathan Wilson182, Rachel Bartek183, Aaron Dominguez183, Rishabh Uniyal183, Andres Mateus Vargas Hernandez183, Andrew Buccilli184, Seth Cooper184, Davide Di Croce184, Sergei V Gleyzer184, Conor Henderson184, Cilicia Uzziel Perez184, Paolo Rumerio184,114, Christopher West184, Alp Akpinar185, Andreas Albert185, Daniel Arcaro185, Christopher Cosby185, Zeynep Demiragli185, Elisa Fontanesi185, Daniel Gastler185, James Rohlf185, Kaitlin Salyer185, David Sperka185, Daniel Spitzbart185, Indara Suarez185, Anna Tsatsos185, Siqi Yuan185, David Zou185, Gabriele Benelli186, Bjorn Burkle186, Xavier Coubez186,42, David Cutts186, Mary Hadley186, Ulrich Heintz186, Julie Managan Hogan186,286, Greg Landsberg186, Ka Tung Lau186, Michael Lukasik186, Jingyu Luo186, Meenakshi Narain186, Sinan Sagir186,282, Emanuele Usai186, Wing Yan Wong186, Xuli Yan186, David Yu186, Wenyu Zhang186, Johan Bonilla187, Christopher Brainerd187, Richard Breedon187, Manuel Calderon De La Barca Sanchez187, Maxwell Chertok187, John Conway187, Peter Timothy Cox187, Robin Erbacher187, Grace Haza187, Frank Jensen187, Ota Kukral187, Richard Lander187, Michael Mulhearn187, Dave Pellett187, Brendan Regnery187, Devin Taylor187, Yao Yao187, Fengwangdong Zhang187, Michail Bachtis188, Robert Cousins188, Abhisek Datta188, David Hamilton188, Jay Hauser188, Mikhail Ignatenko188, Muhammad Ansar Iqbal188, Tyler Lam188, William Arthur Nash188, Simon Regnard188, David Saltzberg188, Brent Stone188, Vyacheslav Valuev188, Kira Burt189, Yuan Chen189, Robert Clare189, J William Gary189, Michael Gordon189, Gail Hanson189, Georgia Karapostoli189, Owen Rosser Long189, Nicholas Manganelli189, Manuel Olmedo Negrete189, Weinan Si189, Stephen Wimpenny189, Yi Zhang189, James G. Branson190, Philip Chang190, Sergio Cittolin190, Stephane Cooperstein190, Nikkie Deelen190, Daniel Diaz190, Javier Duarte190, Raffaele Gerosa190, Leonardo Giannini190, Dylan Gilbert190, Jonathan Guiang190, Raghav Kansal190, Vyacheslav Krutelyov190, Robert Lee190, James Letts190, Mario Masciovecchio190, Samuel May190, Marco Pieri190, Balaji Venkat Sathia Narayanan190, Vivek Sharma190, Matevz Tadel190, Adish Vartak190, Frank Würthwein190, Yifan Xiang190, Avraham Yagil190, Nick Amin191, Claudio Campagnari191, Matthew Citron191, Alex Dorsett191, Valentina Dutta191, Joe Incandela191, Matthew Kilpatrick191, Jaebak Kim191, Bennett Marsh191, Hualin Mei191, Michael Oshiro191, Melissa Quinnan191, Jeffrey Richman191, Ulascan Sarica191, James Sheplock191, David Stuart191, Sicheng Wang191, Adolf Bornheim192, Olmo Cerri192, Irene Dutta192, Jay Mathew Lawhorn192, Nan Lu192, Jiajing Mao192, Harvey B. Newman192, Thong Nguyen192, Maria Spiropulu192, Jean-Roch Vlimant192, Christina Wang192, Si Xie192, Zhicai Zhang192, Ren-Yuan Zhu192, John Alison193, Sitong An193, Michael Benjamin Andrews193, Patrick Bryant193, Thomas Ferguson193, Abhirami Harilal193, Chuyuan Liu193, Tanmay Mudholkar193, Manfred Paulini193, Alejandro Sanchez193, John Perry Cumalat194, William T. Ford194, Abbas Hassani194, Emily MacDonald194, Rishi Patel194, Alexx Perloff194, Claire Savard194, Kevin Stenson194, Keith Ulmer194, Stephen Robert Wagner194, James Alexander195, Samuel Bright-Thonney195, Yangyang Cheng195, Derek James Cranshaw195, Shaun Hogan195, Jose Monroy195, Juliet Ritchie Patterson195, Dan Quach195, Joseph Reichert195, Michael Reid195, Anders Ryd195, Werner Sun195, Julia Thom195, Peter Wittich195, Rui Zou195, Michael Albrow196, Maral Alyari196, Giorgio Apollinari196, Artur Apresyan196, Aram Apyan196, Sunanda Banerjee196, Lothar A.T. Bauerdick196, Douglas Berry196, Jeffrey Berryhill196, Pushpalatha C. Bhat196, Kevin Burkett196, Joel Nathan Butler196, Anadi Canepa196, Giuseppe Benedetto Cerati196, Harry Cheung196, Frank Chlebana196, Matteo Cremonesi196, Karri Folan Di Petrillo196, Victor Daniel Elvira196, Yongbin Feng196, Jim Freeman196, Zoltan Gecse196, Lindsey Gray196, Dan Green196, Stefan Grünendahl196, Oliver Gutsche196, Robert M. Harris196, Ryan Heller196, Theodor Christian Herwig196, James Hirschauer196, Bodhitha Jayatilaka196, Sergo Jindariani196, Marvin Johnson196, Umesh Joshi196, Thomas Klijnsma196, Boaz Klima196, Ka Hei Martin Kwok196, Stephan Lammel196, Don Lincoln196, Ron Lipton196, Tiehui Liu196, Christopher Madrid196, Kaori Maeshima196, Cristina Mantilla196, David Mason196, Patricia McBride196, Petra Merkel196, Stephen Mrenna196, Steve Nahn196, Jennifer Ngadiuba196, Vivian O'Dell196, Vaia Papadimitriou196, Kevin Pedro196, Cristian Pena196,192, Oleg Prokofyev196, Fabio Ravera196, Allison Reinsvold Hall196, Luciano Ristori196, Basil Schneider196, Elizabeth Sexton-Kennedy196, Nicholas Smith196, Aron Soha196, William J. Spalding196, Leonard Spiegel196, Stoyan Stoynev196, James Strait196, Lucas Taylor196, Slawek Tkaczyk196, Nhan Viet Tran196, Lorenzo Uplegger196, Eric Wayne Vaandering196, Hannsjoerg Artur Weber196, Darin Acosta197, Paul Avery197, Dimitri Bourilkov197, Luca Cadamuro197, Vladimir Cherepanov197, Filippo Errico197, Richard D. Field197, Daniel Guerrero197, Bhargav Madhusudan Joshi197, Mugeon Kim197, Evan Koenig197, Jacobo Konigsberg197, Andrey Korytov197, Kin Ho Lo197, Konstantin Matchev197, Nicholas Menendez197, Guenakh Mitselmakher197, Arun Muthirakalayil Madhu197, Neha Rawal197, Daniel Rosenzweig197, Suzanne Rosenzweig197, Kun Shi197, Jared Sturdy197, Jian Wang197, Efe Yigitbasi197, Xunwu Zuo197, Todd Adams198, Andrew Askew198, Redwan Habibullah198, Vasken Hagopian198, Kurtis F. Johnson198, Raman Khurana198, Ted Kolberg198, German Martinez198, Harrison Prosper198, Catherine Schiber198, Oleksandr Viazlo198, Rachel Yohay198, Jingyu Zhang198, Marc M. Baarmand199, Stephen Butalla199, Tamer Elkafrawy199,280, Marcus Hohlmann199, Ravindra Kumar Verma199, Daniel Noonan199, Mehdi Rahmani199, Francisco Yumiceva199, Mark Raymond Adams200, Hugo Becerril Gonzalez200, Richard Cavanaugh200, Xuan Chen200, Susan Dittmer200, Olga Evdokimov200, Cecilia Elena Gerber200, Dhanush Anil Hangal200, David Jonathan Hofman200, Anna Henckel Merritt200, Corrinne Mills200, Geonhee Oh200, Titas Roy200, Sahithi Rudrabhatla200, Marguerite Tonjes200, Nikos Varelas200, Jussi Viinikainen200, Xiao Wang200, Zhenbin Wu200, Zhenyu Ye200, Mohammad Alhusseini201, Kamuran Dilsiz201,281, Reddy Pratap Gandrajula201, Ohannes Kamer Köseyan201, Jean-Pierre Merlo201, Alexi Mestvirishvili201,40, Jane Nachtman201, Hasan Ogul201,285, Yasar Onel201, Aldo Penzo201, Christina Snyder201, Emrah Tiras201,283, Oz Amram202, Barry Blumenfeld202, Lucas Corcodilos202, Jeffrey Davis202, Margaret Eminizer202, Andrei Gritsan202, Savvas Kyriacou202, Petar Maksimovic202, Jeffrey Roskes202, Morris Swartz202, Tamás Álmos Vámi202, Andrés Abreu203, Justin Anguiano203, Cristian Baldenegro Barrera203, Philip Baringer203, Alice Bean203, Alexander Bylinkin203, Zachary Flowers203, Tommaso Isidori203, Sadia Khalil203, Jack King203, Georgios Krintiras203, Anna Kropivnitskaya203, Margaret Lazarovits203, Cole Lindsey203, Juan Marquez203, Nicola Minafra203, Michael Murray203, Matthew Nickel203, Christopher Rogan203, Christophe Royon203, Riccardo Salvatico203, Stephen Sanders203, Erich Schmitz203, Caleb Smith203, Daniel Tapia Takaki203, Quan Wang203, Zachary Warner203, Justin Williams203, Graham Wilson203, Senka Duric204, Andrew Ivanov204, Ketino Kaadze204, Doyeong Kim204, Yurii Maravin204, Tyler Mitchell204, Atanu Modak204, Kyungwook Nam204, Finn Rebassoo205, Douglas Wright205, Eric Adams206, Drew Baden206, Owen Baron206, Alberto Belloni206, Sarah Catherine Eno206, Nicholas John Hadley206, Shabnam Jabeen206, Richard G. Kellogg206, Timothy Koeth206, Alice Mignerey206, Sara Nabili206, Christopher Palmer206, Markus Seidel206, Andris Skuja206, Long Wang206, Kak Wong206, Daniel Abercrombie207, Guido Andreassi207, Ran Bi207, Stephanie Brandt207, Wit Busza207, Ivan Amos Cali207, Yi Chen207, Mariarosaria D'Alfonso207, Jan Eysermans207, Chad Freer207, Guillelmo Gomez Ceballos207, Maxim Goncharov207, Philip Harris207, Miao Hu207, Markus Klute207, Dmytro Kovalskyi207, Jeffrey Krupa207, Yen-Jie Lee207, Benedikt Maier207, Camelia Mironov207, Christoph Paus207, Dylan Rankin207, Christof Roland207, Gunther Roland207, Zhaozhong Shi207, George Stephans207, Jing Wang207, Zhangqier Wang207, Bolek Wyslouch207, Rajdeep Mohan Chatterjee208, Andrew Evans208, Peter Hansen208, Joshua Hiltbrand208, Shilpi Jain208, Michael Krohn208, Yuichi Kubota208, Jeremy Mans208, Michael Revering208, Roger Rusack208, Rohith Saradhy208, Neil Schroeder208, Nadja Strobbe208, Mohammad Abrar Wadud208, Kenneth Bloom209, Miranda Bryson209, Shubhanshu Chauhan209, Daniel R. Claes209, Caleb Fangmeier209, Linda Finco209, Frank Golf209, Changwoo Joo209, Ilya Kravchenko209, Marco Musich209, Ian Reed209, Joaquin Emilo Siado209, Gregory R. Snow209, William Tabb209, Furong Yan209, Garvita Agarwal210, Hirak Bandyopadhyay210, Lauren Hay210, Ia Iashvili210, Avto Kharchilava210, Christine McLean210, Duong Nguyen210, Juska Pekkanen210, Salvatore Rappoccio210, Ac Williams210, George Alverson211, Emanuela Barberis211, Yacine Haddad211, Apichart Hortiangtham211, Jingyan Li211, Gabriel Madigan211, Badder Marzocchi211, David Michael Morse211, Vivan Nguyen211, Toyoko Orimoto211, Ashley Parker211, Louise Skinnari211, Abraham Tishelman-Charny211, Tanvi Wamorkar211, Bingran Wang211, Andrew Wisecarver211, Darien Wood211, Saptaparna Bhattacharya212, James Bueghly212, Ziheng Chen212, Andrew Gilbert212, Thoth Gunter212, Kristan Allan Hahn212, Yihan Liu212, Nathaniel Odell212, Michael Henry Schmitt212, Mayda Velasco212, Reyer Band213, Rachael Bucci213, Abhishek Das213, Nabarun Dev213, Reza Goldouzian213, Michael Hildreth213, Kenyi Hurtado Anampa213, Colin Jessop213, Kevin Lannon213, John Lawrence213, Nikitas Loukas213, Dylan Lutton213, Nancy Marinelli213, Ian Mcalister213, Thomas McCauley213, Fanbo Meng213, Kelci Mohrman213, Yuri Musienko213,147, Randy Ruchti213, Prasanna Siddireddy213, Austin Townsend213, Mitchell Wayne213, Andrew Wightman213, Matthias Wolf213, Mateusz Zarucki213, Lara Zygala213, Ben Bylsma214, Bryan Cardwell214, Lloyd Stanley Durkin214, Brian Francis214, Christopher Hill214, Martha Nunez Ornelas214, Kai Wei214, Brian L. Winer214, Brent Yates214, Francesca Maria Addesa215, Brandon Bonham215, Pallabi Das215, Gage Dezoort215, Peter Elmer215, Andre Frankenthal215, Bennett Greenberg215, Nicholas Haubrich215, Samuel Higginbotham215, Alexis Kalogeropoulos215, Gillian Kopp215, Stephanie Kwan215, David Lange215, Marco Toliman Lucchini215, Daniel Marlow215, Kelvin Mei215, Isabel Ojalvo215, James Olsen215, David Stickland215, Christopher Tully215, Sudhir Malik216, Scarlet Norberg216, Amandeep Singh Bakshi217, Virgil E. Barnes217, Ridhi Chawla217, Souvik Das217, Laszlo Gutay217, Matthew Jones217, Andreas Werner Jung217, Sushrut Karmarkar217, Miaoyuan Liu217, Giulia Negro217, Norbert Neumeister217, Garyfallia Paspalaki217, Cheng-Chieh Peng217, Stefan Piperov217, Arnab Purohit217, Jan-Frederik Schulte217, Milan Stojanovic217,217, Jason Thieman217, Fuqiang Wang217, Rui Xiao217, Wei Xie217, James Dolen218, Neeti Parashar218, Austin Baty219, Matthew Decaro219, Sven Dildick219, Karl Matthew Ecklund219, Sarah Freed219, Parker Gardner219, Frank J.M. Geurts219, Arun Kumar219, Wei Li219, Brian Paul Padley219, Radia Redjimi219, Wei Shi219, Andre Govinda Stahl Leiton219, Shuai Yang219, Liuyao Zhang219, Yousen Zhang219, Arie Bodek220, Pawel de Barbaro220, Regina Demina220, Joseph Lynn Dulemba220, Colin Fallon220, Thomas Ferbel220, Mario Galanti220, Aran Garcia-Bellido220, Otto Hindrichs220, Aleko Khukhunaishvili220, Evan Ranken220, Rhys Taus220, Brandon Chiarito221, John Paul Chou221, Abhijith Gandrakota221, Yuri Gershtein221, Eva Halkiadakis221, Andrew Hart221, Maximilian Heindl221, Olena Karacheban221,241, Ian Laflotte221, Amitabh Lath221, Roy Montalvo221, Kevin Nash221, Marc Osherson221, Sevil Salur221, Steve Schnetzer221, Sunil Somalwar221, Robert Stone221, Steffie Ann Thayil221, Scott Thomas221, Hui Wang221, Himal Acharya222, Andrés G. Delannoy222, Stefan Spanier222, Othmane Bouhali223,284, Mykhailo Dalchenko223, Andrea Delgado223, Ricardo Eusebi223, Jason Gilmore223, Tao Huang223, Teruki Kamon223,119, Hyunyong Kim223, Sifu Luo223, Shivali Malhotra223, Ryan Mueller223, David Overton223, Denis Rathjens223, Alexei Safonov223, Nural Akchurin224, Jordan Damgov224, Vinay Hegde224, Shuichi Kunori224, Kamal Lamichhane224, Sung Won Lee224, Tielige Mengke224, Samila Muthumuni224, Timo Peltola224, Igor Volobouev224, Zhixing Wang224, Andrew Whitbeck224, Eric Appelt225, Senta Greene225, Alfredo Gurrola225, Willard Johns225, Andrew Melo225, Hong Ni225, Klaas Padeken225, Francesco Romeo225, Paul Sheldon225, Shengquan Tuo225, Julia Velkovska225, Michael Wayne Arenton226, Bradley Cox226, Grace Cummings226, John Hakala226, Robert Hirosky226, Matthew Joyce226, Alexander Ledovskoy226, Ang Li226, Christopher Neu226, Benjamin Tannenwald226, Sebastian White226, Evan Wolfe226, Nabin Poudyal227, Kevin Black228, Tulika Bose228, James Buchanan228, Cécile Caillol228, Sridhara Dasu228, Isabelle De Bruyn228, Pieter Everaerts228, Francesco Fienga228, Camilla Galloni228, He He228, Matthew Herndon228, Alain Herve228, Usama Hussain228, Armando Lanaro228, Andrew Loeliger228, Richard Loveless228, Jithin Madhusudanan Sreekala228, Abhishikth Mallampalli228, Abdollah Mohammadi228, Deborah Pinna228, Alexander Savin228, Victor Shang228, Varun Sharma228, Wesley H. Smith228, Dylan Teague228, Stephen Trembath-Reichert228 and Wren Vetens228
47
Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
48
National and Kapodistrian University of Athens, Athens, Greece
49
National Technical University of Athens, Athens, Greece
50
University of Ioánnina, Ioánnina, Greece
51
MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
52
Wigner Research Centre for Physics, Budapest, Hungary
53
Institute of Nuclear Research ATOMKI, Debrecen, Hungary
54
Institute of Physics, University of Debrecen, Debrecen, Hungary
55
Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
56
Indian Institute of Science (IISc), Bangalore, India
57
National Institute of Science Education and Research, HBNI, Bhubaneswar, India
58
Panjab University, Chandigarh, India
59
University of Delhi, Delhi, India
60
Saha Institute of Nuclear Physics, HBNI, Kolkata, India
61
Indian Institute of Technology Madras, Madras, India
62
Bhabha Atomic Research Centre, Mumbai, India
63
Tata Institute of Fundamental Research-A, Mumbai, India
64
Tata Institute of Fundamental Research-B, Mumbai, India
65
Indian Institute of Science Education and Research (IISER), Pune, India
66
Isfahan University of Technology, Isfahan, Iran
67
Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
68
University College Dublin, Dublin, Ireland
69
INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
70
INFN Sezione di Bari, Bari, Italy
71
Università di Bari, Bari, Italy
72
Politecnico di Bari, Bari, Italy
73
INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
74
INFN Sezione di Bologna, Bologna, Italy
75
Università di Bologna, Bologna, Italy
76
INFN Sezione di Catania, Università di Catania, Catania, Italy
77
INFN Sezione di Catania, Catania, Italy
78
Università di Catania, Catania, Italy
79
INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
80
INFN Sezione di Firenze, Firenze, Italy
81
Università di Firenze, Firenze, Italy
82
INFN Laboratori Nazionali di Frascati, Frascati, Italy
83
INFN Sezione di Genova, Università di Genova, Genova, Italy
84
INFN Sezione di Genova, Genova, Italy
85
Università di Genova, Genova, Italy
86
INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy
87
INFN Sezione di Milano-Bicocca, Milano, Italy
88
Università di Milano-Bicocca, Milano, Italy
89
INFN Sezione di Napoli, Università di Napoli 'Federico II', Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy, Napoli, Italy
90
INFN Sezione di Napoli, Napoli, Italy
91
Università di Napoli 'Federico II', Napoli, Italy
92
Università della Basilicata, Potenza, Italy
93
Università G. Marconi, Roma, Italy
94
INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy, Padova, Italy
95
INFN Sezione di Padova, Padova, Italy
96
Università di Padova, Padova, Italy
97
Università di Trento, Trento, Italy
98
INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
99
INFN Sezione di Pavia, Pavia, Italy
100
Università di Pavia, Pavia, Italy
101
INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
102
INFN Sezione di Perugia, Perugia, Italy
103
Università di Perugia, Perugia, Italy
104
INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa Italy, Università di Siena, Siena, Italy, Pisa, Italy
105
INFN Sezione di Pisa, Pisa, Italy
106
Università di Pisa, Pisa, Italy
107
Scuola Normale Superiore di Pisa, Pisa, Italy
108
Università di Siena, Siena, Italy
109
INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy, Rome, Italy
110
INFN Sezione di Roma, Rome, Italy
111
Sapienza Università di Roma, Rome, Italy
112
INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy, Torino, Italy
113
INFN Sezione di Torino, Torino, Italy
114
Università di Torino, Torino, Italy
115
Università del Piemonte Orientale, Novara, Italy
116
INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
117
INFN Sezione di Trieste, Trieste, Italy
118
Università di Trieste, Trieste, Italy
119
Kyungpook National University, Daegu, Korea
120
Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
121
Hanyang University, Seoul, Korea
122
Korea University, Seoul, Korea
123
Kyung Hee University, Department of Physics, Seoul, Republic of Korea, Seoul, Korea
124
Sejong University, Seoul, Korea
125
Seoul National University, Seoul, Korea
126
University of Seoul, Seoul, Korea
127
Yonsei University, Department of Physics, Seoul, Korea
128
Sungkyunkwan University, Suwon, Korea
129
College of Engineering and Technology, American University of the Middle East (AUM), Egaila, Kuwait, Dasman, Kuwait
130
Riga Technical University, Riga, Latvia
131
Vilnius University, Vilnius, Lithuania
132
National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
133
Universidad de Sonora (UNISON), Hermosillo, Mexico
134
Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
135
Universidad Iberoamericana, Mexico City, Mexico
136
Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
137
University of Montenegro, Podgorica, Montenegro
138
University of Auckland, Auckland, New Zealand
139
University of Canterbury, Christchurch, New Zealand
140
National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
141
AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
142
National Centre for Nuclear Research, Swierk, Poland
143
Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
144
Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
145
Joint Institute for Nuclear Research, Dubna, Russia
146
Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia
147
Institute for Nuclear Research, Moscow, Russia
148
Institute for Theoretical and Experimental Physics named by A.I. Alikhanov of NRC `Kurchatov Institute', Moscow, Russia
149
Moscow Institute of Physics and Technology, Moscow, Russia
150
National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia
151
P.N. Lebedev Physical Institute, Moscow, Russia
152
Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia
153
Novosibirsk State University (NSU), Novosibirsk, Russia
154
Institute for High Energy Physics of National Research Centre `Kurchatov Institute', Protvino, Russia
155
National Research Tomsk Polytechnic University, Tomsk, Russia
156
Tomsk State University, Tomsk, Russia
157
University of Belgrade: Faculty of Physics and VINCA Institute of Nuclear Sciences, Belgrade, Serbia
158
Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
159
Universidad Autónoma de Madrid, Madrid, Spain
160
Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
161
Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
162
University of Colombo, Colombo, Sri Lanka
163
University of Ruhuna, Department of Physics, Matara, Sri Lanka
164
CERN, European Organization for Nuclear Research, Geneva, Switzerland
165
Paul Scherrer Institut, Villigen, Switzerland
166
ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
167
Universität Zürich, Zurich, Switzerland
168
National Central University, Chung-Li, Taiwan
169
National Taiwan University (NTU), Taipei, Taiwan
170
Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
171
Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
172
Middle East Technical University, Physics Department, Ankara, Turkey
173
Bogazici University, Istanbul, Turkey
174
Istanbul Technical University, Istanbul, Turkey
175
Istanbul University, Istanbul, Turkey
176
Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkov, Ukraine
177
National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine
178
University of Bristol, Bristol, United Kingdom
179
Rutherford Appleton Laboratory, Didcot, United Kingdom
180
Imperial College, London, United Kingdom
181
Brunel University, Uxbridge, United Kingdom
182
Baylor University, Waco, Texas, U.S.A.
183
Catholic University of America, Washington, DC, U.S.A.
184
The University of Alabama, Tuscaloosa, Alabama, U.S.A.
185
Boston University, Boston, Massachusetts, U.S.A.
186
Brown University, Providence, Rhode Island, U.S.A.
187
University of California, Davis, Davis, California, U.S.A.
188
University of California, Los Angeles, California, U.S.A.
189
University of California, Riverside, Riverside, California, U.S.A.
190
University of California, San Diego, La Jolla, California, U.S.A.
191
University of California, Santa Barbara - Department of Physics, Santa Barbara, California, U.S.A.
192
California Institute of Technology, Pasadena, California, U.S.A.
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.
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