Transforming jet flavour tagging at ATLAS

Aad, Georges; Kupco, Alexander; Chan, Jay; Sutton, Mark; Ma, Kuo; Falda Ulhoa Coelho, L. F.; Delsart, Pierre Antoine; Xia, Ligang; Huston, Joey; Jakobs, Karl; Silva Ferreira, Isabella; Rodriguez Vera, Ana Maria; Shaw, Savanna; Ohm, Christian; Cobal, Marina; Mclaughlin, Donal Joseph; Tateno, Gen; Ozturk, Sertac; Wang, Xi; Bassalat, Ahmed; Shapiro, Marjorie; Tarna, Grigore; Simpson, Harry; Assamagan, Ketevi Adikle; Principe Martin, Miguel Angel; Carnesale, Maria; Ozturk, Nurcan; Citron, Z. H.; Kuday, Sinan; Sioli, Maximiliano; Tsiamis, Angelos; Yang, Xiao; Goblirsch-Kolb, Maximilian Emanuel; Bruscino, Nello; Alvarez Fernandez, Adrian; Balasubramanian, Rahul; Monticelli, Fernando; Snesarev, Andrei; Islam, Wasikul; Hultquist, Charles Elliott; Balunas, William Keaton; Montejo Berlingen, Javier; Corpe, Louie Dartmoor; Miller, David; Ivina, Anna; Mastrandrea, Paolo; Mckenzie, Ryan Peter; Pintucci, Laura; Spousta, Martin; Diez Cornell, Sergio; Brianti, Greta; Cerny, Karel; Ruggeri, Tristan Andrew; Montereali, Federico; Bouhova-Thacker, E. V.; Hadef, Asma; Chu, Michael Kwok Lam; Yabsley, Bruce Donald; Wiedenmann, Werner; Bernon, Florent; Weber, Christian; Bortoletto, Daniela; Longo, Riccardo; Tapprogge, Stefan; Parodi, Fabrizio; Masubuchi, Tatsuya; Chen, Shenjian; Terron Cuadrado, Juan; Batlamous, Souad; Soldevila Serrano, Urmila; Roda, Chiara; Ouchrif, Mohamed; Saito, Guilherme Tomio; Lyubushkina, Tatiana; Grefe, Christian; Jia, Chen; Mendes Jacques Da Costa, Antonio Manuel; Pezzullo, Gianantonio; Bachacou, Henri; Pham, Joni; Liang, Zhijun; Zambito, Stefano; Karpov, Sergey; Farazpay, Zahra; Maloizel, Alexis; Vandelli, Wainer; Lester, Christopher; Di Micco, Biagio; Azzam, Amir; Strandberg, Jonas; Norfolk, Mitch; Padovano, Giovanni; Schwemling, Philippe; Rizatdinova, Flera; Meoni, Evelin; Alegria, Zackary Lee; Kong, Albert; Wollrath, Julian; Chen, Charlie; Hofer, Judith; Sindhu, Sreelakshmi; Ciubotaru, Dan Andrei; Darbo, Nanni; Doglioni, Caterina; Fortin, Etienne Marie; Vivarelli, Iacopo; Iakovidis, George; Malecki, Pawel; Stark, Jan; Gessinger-Befurt, Paul; Kuze, Masahiro; Hooberman, Benjamin Henry; Carra, Sonia; Infante Cabanas, Sebastian Alonso; Costanzo, Davide; Raffaeli, Fabiola; Fenton, Michael James; Klimentov, Alexei; Bai, Kehang; Howarth, James William; Huffman, Todd Brian; Taylor, Geoffrey Norman; Undrus, Alexander; Kuhl, Thorsten; Gustavino, Giuliano; Dyndal, Mateusz; Baines, Luke; Abicht, Nils Julius; Marsden, George Turner; Skaf, Ali; Teixeira-Dias, Pedro; Wang, Yinmiao; Abidi, Haider; Baltes, Lisa Marie; Brock, Ian; Mironova, Maria; Kupich, Andrey; Hayes, Christopher Robyn; Offermann, Jan Tuzlic; Zenz, Seth; Kuleshov, Serguei; Vomberg, Luka; Strauss, Mike; Zheng, Kai; Lory, Alexander; Bellerive, Alain; Masik, Jiri; Ting, Edmund Xiang Lin; Barak, Liron; Godin, Dominique; Benkendorfer, Kees; Gorini, Benedetto; Dittmeier, Sebastian; Heilman, Jesse; Fox, Harald; Ene, Irina; Ali, Hanadi; Garner, Christopher Andrew; Franconi, Laura; Pompa Pacchi, Elena; Graham, Kevin Robert; Tricoli, Alessandro; Lewitt, Lucy; Stapf, Birgit Sylvia; Flores, Marvin; Ellajosyula, Venugopal; Newell, Joshua; Antipov, Egor; Hopkins, Walter; Faltova, Jana; Richter, Stefan; Hays, Jonathan; Togawa, Manabu; Vaughan, Luke Martin; Kock, Daniela; Oreglia, Mark; Pinto Pinoargote, Andres Eloy; Pozo Astigarraga, Eukeni; Giagu, Stefano; Kneringer, Emmerich; Klein, Christoph Thomas; Shaw, Kate; Harada, Daigo; Zhu, Yingchun; Bauer, Patrick; Wahlberg, Hernan Pablo; Hawkes, Chris; Castillo Gimenez, Victoria; Salvatore, Fabrizio; Ghosal, Arpan; Barillari, Teresa; Neep, Thomas James; Amini, Baktash; Vafeiadis, Theodoros; Vorobev, Konstantin; Camarda, Stefano; Weik, Edison James; Karkout, Osama; Myers, Andrew Joel; Kopeliansky, Revital; Pan, Tong; Croft, Vincent Alexander; Konstantinidis, Nikolaos; Cresta, Tommaso; Sadrozinski, Hartmut; Leisos, Anthony; Camacho Toro, Reina Coromoto; Kazanin, Vassili; Tackmann, Kerstin; Grefsrud, Aurora Singstad; Duflot, Laurent; Khanov, Alexander; Waits, Connor Hilton; Camarero Munoz, Daniel; Shreyber, Irina; Zhang, Yixiang; Urrejola, Pedro; Wu, Shaoguang; Dell'Asta, Lidia; Gallagher, James; Abeling, Kira; Vincter, Manuella; Herten, Gregor; Nikolaenko, Vladimir; Lefebvre, Michel; Talyshev, Alexei; Di Girolamo, Alessandro; Cunningham, W. R.; Elsing, Markus; Hommels, L. B. A. H.; Di Ciaccio, Anna; Mete, Alaettin Serhan; Massarotti, Paolo; Ekelof, Tord; Dingfelder, Jochen Christian; Bayer, Lukas; Rossini, Lorenzo; Cerutti, Fabio; Zak, Zuzanna Katarzyna; Di Gregorio, Giulia; Corriveau, Francois; Paredes Hernandez, Daniela Katherinne; Bloch, Ingo; Starchenko, E. A.; Poveda Torres, Ximo; Smolek, Karel; Junggeburth, Johannes; Brenner, Richard; Tas, Petr; Biros, Marek; Lanzac Berrocal, Marta; Vessella, Makayla; Minaenko, Andrei; Negri, Andrea; Farrington, Sinead; Villa, Mauro; Gavranovic, Jan; Cindro, Vladimir; Koperny, Stefan Zenon; Wosiek, Barbara Krystyna; Bashiri, Saleh; Tikhomirov, Vladimir. O; Khubua, J.; Cirotto, Francesco; Iiyama, Yutaro; Gerwin, Achmad Aditya; Leggett, Charles; Allbrooke, Benedict; Zoch, Knut; Sultan, D. M. S.; Lambert, Joseph Earl; Ferretti, Claudio; Ait Tamlihat, Malak; Uysal, Zekeriya; Li, Hui; Heim, Timon; Leitgeb, Clara Elisabeth; Nasri, Salah; Wada, Sayaka; Hodkinson, B. H.; Gutschow, Christian; Saito, Masahiko; Stupak, John; Ahuja, Sudha; Boccardo, Lucrezia; Bataju, Susan; Dunford, Monica; Slazyk, Igor; Burdin, Sergey; Harkusha, Siarhei; Wu, Mengqing; Bhide, Kartik Deepak; Stark, Giordon Holtsberg; Aikot, Arya; Wraight, Kenneth Gibb; Biglietti, Michela; Paraskevopoulos, Christos; Vilucchi, Elisabetta; Kawamoto, Chihiro; Jakoubek, Tomas; Tojo, Junji; Krueger, Hans; Doria, Alessandra; Nguyen, Hoang Dai Nghia; Danninger, Matthias; White, Martin John; Golubkov, Dmitry; Li, Bing; Verissimo De Araujo, Micael; Torrence, Eric; Nagai, Koichi; Akesson, Torsten; Park, Tae Hyoun; Koultchitski, Yuri; De Salvo, Alessandro; Kourkoumeli-Charalampidi, Athina; Guilloton, Eva; Norman, Bryce John; Bellgraph, Casey Dominik; Garabaglu, Ali; Toldaiev, O.; Carlino, Giampaolo; Smirnov, Yury; Majewski, Stephanie; Bechtle, Philip; Khubua, Djemal; Oh, Alexander; Ukegawa, Fumihiko; Gravila, Paul; Kempster, Jacob Julian; Ghosh, Aishik; Hagan, Alina; Han, Shuo; Maznas, Ioannis; Kawade, Kentaro; Augsten, Kamil; Cheng, Alkaid; Ryzhov, Andrey; Morais Silva Goncalo, Ricardo Jose; Hillier, Stephen; Kumar, Eshita Vinay; Usai, Giulio; Pacheco Pages, Andreu; Moyano Gomez, Helena; Begel, Michael; Kim, Young-Kee; Calic, Lara; De Biase, Nicola; Weber, Michele; Tanaka, Aoto; Cherepanova, Elizaveta; Soumaimi, Zainab; Lunde, Jenny; Rej, Amartya; Noury, Meryem; Agheorghiesei, Catalin; Lankford, Andrew James; Teuscher, Richard; Kotsokechagia, Anastasia; Cardiff, Michael Patrick; Phillips, Peter; Pizzi, Dylan; Dova, Maria Teresa; Yue, Luzhan; Chitishvili, Mariam; Hinds, Julia Rose; Martin, Victoria; Boscherini, Davide; Zhang, Yulei; Tovey, Daniel; Vergis, Christos; Sanzani, Elisa; Hassan, Sohaib; Pettee, Mariel; Visibile, Andrea; Baroncelli, A.; Mccracken, Callum; Sanchez Martinez, Francisco Javier; Stevenson, Thomas James; Soybelman, Nathalie; Williams, Daniel; Oleksiyuk, Ivan; Menke, Sven; Sur, Nairit; Van Vulpen, Ivo; Badea, Anthony; Shabalina, Elizaveta; Unal, Guillaume; Forti, Alessandra; Wu, Zuofei; Zheng, Xiangxuan; Jones, Eleanor; Jinnouchi, Osamu; Morii, Masahiro; Trzebinski, Maciej; Hampshire, Emily; Xella, Stefania; Iguchi, Ryunosuke; Chiodini, Gabriele; Guo, Jun; Gonski, Julia Lynne; Gabrielli, Andrea; Lloyd, Steve; Wessels, Martin; Li, Liang; Meyer, Jean-Pierre; Ali, Shahzad; Korn, Steffen; Aperio Bella, Ludovica; Einsweiler, Kevin Frank; Che, Yimin; Wang, Xilin; Mijovic, Liza; Ustuner, Fuat; Potti, Harish; Rossi, Leonardo; Castro, Nuno; Buzykaev, Alexey; Lu, Sicong; Rastogi, Angira; Hasan, Rosie; Martoiu, Sorin; Wall, Andie; Elliot, T. A.; Javurkova, Martina; Schneider, Nick Andreas; Zhang, Jinlong; Grewe, Simon Gabriel; Jones, T. J.; Li, Shuqi; Yorita, Kohei; Kirchhoff, Andreas; Kvita, Jiri; Nilsson, Paul; Schwarz, Thomas Andrew; Imam, Hajar; Yamazaki, Tomohiro; Di Domenico, Antonio; Zaazoua, Mohamed; Hasegawa, Yoji; Takubo, Yosuke; Chabrillat, Paul Mickael; Huhtinen, Mika; Beddall, Andrew; Su, Shixiang; Lad, Nisha Nareshbhai; Li, Ang; Kiryunin, Andrei; Zhang, Dengfeng; Gkialas, Ioannis; Mosidze, Maia; Beaucamp, Jean Yves; Haleem, Mahsana; Froidevaux, Daniel; Ali, Babar; Vannoli, Leonardo; Khwaira, Yahya A. R.; Neubauer, Mark; Emeliyanov, Dmitry; Filipcic, Andrej; Sjoelin, Joergen; Kuehn, Susanne; Gosart, Thomas Christopher; Lassnig, Mario; Pauly, Thilo; Larsen, Dag; Strizenec, Pavol; D'Andrea, Michele; Buchin, Daniel Alexander; Klein, Lucas; Liu, Yang; Karyukhin, Andrey; Zhu, Xuliang; Feng, Zhuoran; Wiglesworth, Craig; Tuncay, Baris; Pontecorvo, Ludovico; Lenz, Tatjana; Butterworth, Jonathan; Nikolic-Audit, I.; Korn, Andreas; Ridel, Melissa; Todome, Kazuki; Kurova, Anastasia; Gignac, Matthew; Rossi, Elvira; Liu, Kun; Veliscek, Iza; Russo, Graziella; Pollock, Zachary; Denizli, Haluk; Delagrange, Line; Connell, Simon; Carquin Lopez, Edson; Saito, Tomoyuki; Atmasiddha, Prachi; Lunday, Benjamin Sterling; Navarro, Gabriela Alejandra; Cerrito, Lucio; Astalos, Robert; Didenko, Alisa Romanovna; Parsons, John; Gramstad, Eirik; Salnikov, Andy; Martinovicova, Gabriela; Mir Martinez, Lluisa Maria; Morodei, Federico; Gladilin, Leonid; Nechaeva, Serafima; Goswami, Soumyananda; Guo, Fangyi; Penn, Gregory Douglas; Sebastiani, Cristiano; Alpigiani, Cristiano; Vigl, Matthias; Rossi, Eleonora; Gleason, Riley Matthew; Tsopoulou, Maria-Evanthia; Zenis, Tibor; Poley, Anne-Luise; Riu, Imma; Swirski, Thorben; Harenberg, Torsten; Noll, Dennis Daniel Nick; Dunne, Katherine Elaine; Zhao, Haoran; Derue, Frederic; Sommer, Philip; Ernst, Florian; Kerr, Justin; Tzovara, Eftychia; Terzo, Stefano; Loiacono, Eleonora; Zhang, Peng; Akolkar, Nilima Nilesh; Chen, Huirun; Panduro Vazquez, J. G.; Yexley, Melissa; Skorda, Eleni; Mihovilovic, Marko; Astrand, K. S. V.; Cheung, Kingman; Cui, Hanfei; Giannini, Antonio; Raine, Johnny; Smitmanns, Hendrik; Jones, Dominic; Romero Hernandez, A. C.; Cavaliere, Tom; Giordani, Mapo; Munoz Sanchez, Francisca; Nellist, Clara; Hodgkinson, Mark; Alhroob, Muhammad; Barr, Alan; Smirnov, Serge; Kibirige, Beatty; Glemza, Gediminas; Carbone, Antonio; Ambler, Alessandro; Leney, Katharine; Cordeiro Oudot Choi, Artur; Winkel, Federico; Leban, Blaz; Zang, Jiaqi; Camarri, Paolo; Fan, Yunyun; Vigani, Luigi; Staszewski, Rafal; Sano, Takane; Costa Mezquita, Maria Jose; Milov, Alexander; Izzo, Vincenzo; Schune, Ph.; Mc Govern, Bobby; Crepe-Renaudin, Sabine Chrystel; Richter-Was, Elzbieta; Kuchinskaia, Olesia; Hauser, Reiner; Avolio, Giuseppe; Alimonti, Gianluca; Divisek, Martin; Miralles Lopez, Marcos; Schmidt, Elia; Kazakos, Stergios; Kawamoto, Tatsuo; Bird, Gareth Adam; Tartarin, Matthias Jean; Newman, Paul Richard; Sun, Weiyi; Fernandez Martinez, Pablo; Berry, Tracey; Aktas, Sina; Backes, Mathias Josef; Melini, Davide; Guerrieri, Giovanni; Vanadia, Marco; Rafanoharana, Dimbiniaina; Ferrari, Arnaud; Earnshaw, Zoe Olivia; Rurikova, Zuzana; Goossens, Luc; Vos, Marcel; Mulski, Alexis Elizabeth; Oliveira Damazio, Denis; Tomoto, Makoto; Aoki, Masato; Young, Christopher; Panduro Vazquez, William; Cadamuro, Luca; Zormpa, Olga; Vassilev, Mirella Dimitrova; Chiarelli, Giorgio; D'Anniballe, Gabriele; Pagan Griso, Simone; Dopke, Jens; Akimov, Andrei; Maltezos, Stavros; Bianchi, Riccardo Maria; Amor Dos Santos, Susana Patricia; Ai, Xiaocong; Kahn, Abraham; Buckley, Andy; Valente, Marco; Lai, Wei Sheng; Proklova, Nadezhda; Semushin, Artur; Young, Nathan; Hanif, Hamza; Federic, Pavol; Meloni, Federico; Oide, Hideyuki; Luci, Claudio; Bindi, Marcello; Vernieri, Caterina; Rebuzzi, Daniela; Kuprash, Oleg; Lohse, Thomas; Wenke, Nina Stephanie; Mazzeo, Elena; Mathew, Timothy Thankachen; Seitz, Claudia; Sliusar, Ievgen; Purnell, Haylea Isobel; Addepalli, Sagar; Alviggi, Mariagrazia; Sander, Christian; Qin, Y.; Weiser, Christian; Ricci, Bernardo; Meuser, Emanuel; Affolder, Tony; Nikolaidou, Rosy; Ventura, Andrea; Duden, Emily Rose; Vacek, Vic; Mcmahon, Steve; Kyriacou, Nicholas; Kaczmarska, Anna; Davidek, Tomas; Wielers, Monika; Schune, Philippe; Queitsch-Maitland, Michaela; Jessiman, Callan; Montella, Alessandro; Elsawy, Mai; Lipeles, Elliot; Malamant, Jan; Malaescu, Bogdan; Palacino, Gabriel; Mason, Sylvia Louise; Rutherford Colmenares, Sebastian; Orestano, Domizia; Iodice, Mauro; Sabater Iglesias, Jorge Andres; Novak, Jakob; Garcia, Carmen; Wallin, Erik Jakob; Tipton, Paul Louis; Santoni, Claudio; Maroun, Matthew Kenneth; Kerridge, Benjamin Philip; Inglis, James; Prokofiev, Kirill; Rassloff, Damir Fabrice; Celebi, Emre; Deiana, Allison Mccarn; Vogel, Fabian; Simsek, Sinem; Mcfayden, Josh; Honan, Benjamin Paul; Mihule, Kristina; Butler, John Mark; Beemster, Lars; Hedberg, Vincent; Bozianu, Leon; Fang, Yaquan; Turchikhin, Semen; Pilkington, Andrew; Carlotto, Juan Ignacio; Schamberger, Robert Dean, Jr.; Haaland, Even Simonsen; Schmidt, Mustafa Andre; Poreba, Aleksandra; Orlandini, Romano; Maheshwari, Minerva; Hubner, Michael; Arce, Ayana Tamu; Anulli, Fabio; Connell, Matt; Maslennikov, Alexei; Rocchi, Alessandro; Gombas, Jason Peter; Gonella, Laura; Simion, Stefan; Valero Biot, Alberto; Kahra, Christian; Fanti, Marcello; Simoniello, Rosa; Trigger, Isabel; Mcelhinney, Luke Francis; Lieber Marin, Juan; Golling, Tobias; Ernani Martins Neto, Daniel; Schmitt, Niklas; Lohwasser, Kristin; Smith, Andrew Caldon; Filmer, Emily; Gross, Eilam; Oliver, Jason; Dueren, Michael Johannes; Bartoldus, Rainer; Valiente Moreno, Enrique; Iizawa, Tomoya; Burleson, Jared Dynes; Glazewska, Marianna; Morancho Tarda, Arnau; Enari, Yuji; Wang, Zhichen; Carminati, Leonardo; Kehris, Gustavs; Piacquadio, Giacinto; Sinha, Supriya; Urban, Josef; Tishelman-Charny, Abraham; Hiti, Bojan; Mazza, Simone Michele; Eggebrecht, Stephen; Ellinghaus, Frank; Kobel, Michael; Kortner, Oliver; Zheng, Zhi; Gardner, Robert William, Jr.; Senthilkumar, Varsha; Soffer, Abi; Ng, Yvonne; Ladygin, Evgueni; Da Fonseca Pinto, Joao Victor; Mehlhase, Sascha; Bohm, Burkhard; Meng, Lingxin; Mamuzic, Judita; Soloshenko, Aleksey; Kalaitzidou, Ilia; Chapon, Emilien; Cai, Huacheng; Hervas, Luis; Shatalov, P. B.; Annovi, Alberto; Staroba, Pavel; Yeo, Beomki; Mikestikova, Marcela; Kharlamova, Tatyana; Piazza, Federica; Smith, Matthew Bruce; Shatalov, Sppavel; Iacobucci, Giuseppe; Alonso, Francisco; Hays, Chris; Moreno Perez, Juan Manuel; Pascual Dias, B.; Sawyer, Craig; Owen, Rhys Edward; Cunnett, Betsy; Barel, Marten Zefanja; Li, Jialin; Maximov, Dmitriy; Schwartzman, Ariel Gustavo; Lahbabi, Fatima Zahra; Iengo, Paolo; Drnevich, Matthew; Mandalia, Jesal; Guo, Lei; Elmsheuser, Johannes; Keszeghova, Lucia; Morettini, Paolo; Walkowiak, Wolfgang; Fassi, Farida; Giugni, Danilo; Muskinja, Miha; Scharf, Christian; An, Shiwen; Zhao, Tongbin; Aggarwal, Anamika; Curcio, Francesco; Liu, Xinyan; Aboulhorma, Asmaa; Peters, Reinhild; Dimri, Aman; Basan, Alexander; Zenger, Todd; Hsu, Shih-Chieh; Mandarry, Shaadil Shah; Pastore, Francesca; Tudorache, Alexandra; Toldaiev, Alex; Ferencz, Lars; Readioff, Nathan Peter; Antel, Claire; Aoki, Takumi; Kumari, Priyanka; Hallewell, Gregory; Mohamed Farook, Mohamed Hijas; Simpson, Ethan Lewis; Kruse, Mark; Harris, Matthew Leary; Lounis, Abdenour; Grancagnolo, Sergio; Tskhadadze, Edisher; Stanek-Maslouska, Weronika; Thaler, Alexander; Veatch, Jason Robert; Lamprinoudis, Georgios; Klein, Samuel Byrne; Alsolami, Zainab Mohammad K.; Alexa, Calin; Trincaz-Duvoid, Sophie; Varni, Carlo; Xu, Zhongyukun; Dudarev, Alexey; Koletsou, Iro; Schoeffel, Laurent Olivier; Ferrere, Didier; Mancini, Giada; Brau, J. E.; Schmitt, Christian; May, Alex; Knight, Timothy Michael; Liu, Bo; Loeschcke Centeno, Gianna; Abdelhameed, Sara; Lawlor, Sean Dean; Boonekamp, Maarten; Mondal, Santu; Boggia, Laura; Liu, Dongyi; Lux, Adam Brayton; Hansen, Peter; Herrmann, Tim; Vavricka, Radek; Fisher, Wade Cameron; Held, Alexander; Farbin, Amir; Gaspar De Andrade Evans, Guiomar; Rotaru, Marina; Flick, Tobias; Raymond, Michel; Ezzarqtouni, Sanae; Hugli, Cedrine Alexandra; Burger, Angela Maria; Stenzel, Hasko; Severini, Horst; Meyer, Chris; Sahinsoy, Merve; Buxo Vazquez, Carlos Josue; Balek, Petr; Laforge, Bertrand; Kelly, Mitch; Kolay, Orcun; Nagle, James Lawrence; Luongo, Nicholas; Morange, Nicolas; Martin, T. A.; Wagner, Wolfgang; Bates, Richard; Heinrich, Lukas Alexander; Scheirich, Daniel; Chapman, John Derek; Yuan, Man; Osojnak, Lauren Melissa; Barsov, Sergey; Della Pietra, Massimo; Sonay, Anil; Moyal, Yftach; Lyubushkin, Vladimir; Miao, Yuhui; Kabana, Sonia; Toffolin, Leonardo; Saibel, Andrej; Monnier, Emmanuel; Zhukov, Konstantin; Mallik, Usha; Swoboda, Anna; Nasella, Laura; Lister, Alison; Boehler, Michael; Pedersen, Maiken; Sottocornola, Simone; Nagy, Elemer; Zhang, Rui; Buttar, Craig Macleod; Han, Liangliang; Vermeulen, J. C.; Tal Hod, Noam; Pascual Dominguez, Luis; Denisov, Serguei; McDonald, E. F.; Klein, Matthew Henry; Leonidopoulos, Christos; Niermann, Joana; Petit, Elisabeth; Mankad, Dvij; Flores Sanz De Acedo, Leyre; Bracinik, Juraj; Algren, Malte; Li, Zhijie; Pedro, Rute; Gauzzi, Paolo; Sammel, Dirk; Wagner, Johannes Michael; Callea, Giuseppe; Haas, Andrew; Lou, Xuanhong; Kraus, Jack; Wenaus, Torre; Le Pottier, Luc Tomas; Schmeing, Jonas; Moss, Joshua; Lu, Miaoran; Ruelas Rivera, Victor Hugo; Gemme, Claudia; Qian, Rongqian; Leone, Sandra; Pleier, Marc-Andre; Chiarella, Vitaliano; Wang, Haichen; Sciolla, Gabriella; Sultansoy, S.; Przybycien, Mariusz; Spiteri, Dwayne; Issever, Cigdem; Go, Yeonju; Ogrodnik, Agnieszka Ewa; Asatryan, Siranush; D'Amen, Gabriele; Schimmel Brener, Roy; Rohne, Ole; Marzin, Antoine; Bruni, Alessia; Farooque, Trisha; Komarek, Tomas; Chevalier, Laurent; Dong, Binbin; Walker, Rodney; Frost, James; Ye, Shuwei; Maricic, Ema; Unel, Gokhan; Shi, Xin; Hesping, Moritz; Gnesi, Ivan; Marchiori, Giovanni; Willocq, Stephane; Castillo, Florencia Luciana; Ma, Wenhao; Varma, Mira; Wong, Marcus Clark; Zheng, Jinchao; Markovitch, Mathieu; Pirttikoski, Antti; Wojtkowski, Thomas; Battaglia, Marco; Santi, Lorenzo; Cairo, Valentina; Ames, Christoph; Liu, Yanlin; Diefenbacher, Sascha Daniel; Afik, Yoav; Shamim, Mansoora; Lutz, Margaret; Balakrishnan, Veena; Pernegger, Heinz; Dandoy, Jeff; Brown, Leesa; Di Bello, Francesco Armando; Wolters, Helmut; Li, Zhelun; Kaya, F. I.; Hubacek, Zdenek; Battulga, Daariimaa; Smolyanskiy, Petr; Nechansky, Filip; Guida, Alessandro; Biryukov, Stanislav; Fiedler, Frank; Van De Wall, Evan Richard; Adelman, Jahred; Mcpartland, Conor; Bogdanchikov, Alexander; Sanchez Sebastian, Victoria; Allport, Philip Patrick; Dai, Tiesheng; Gaycken, Goetz; Moschovakos, Paris; Zhou, Ning; Terashi, Koji; Della Volpe, Domenico; Carratta, Giuseppe; Bruce, Laura Elaine; Billingsley, Sully; Maury, Arnaud Jean; Le Boulicaut Ennis, Elise Maria; Faraj, Mohammed; Yu, Yi; Thompson, Emily Anne; Buanes, Trygve; Franklin, Melissa; Del Peso, Jose; Gaa, Anne; Polini, Alessandro; Johansson, Per Daniel Conny; Cakir, Orhan; Torro Pastor, Emma; Trefzger, Thomas; Bruni, Graziano; Ruggiero, Alessandro; Cowan, Glen; Proudfoot, Jimmy; Zhemchugov, Alexey; Wang, Song-Ming; Fan, Ka Yan; Ravina, Baptiste; Hobincu, Radu; Donini, Julien Noce; Auriol, Adrien; Robinson, Dave; Mentink, Matthias; Wermes, Norbert; Waterhouse, Sam; Van Arneman, Dylan Remberto; Spisso, Bernardino; Zhou, Yan; Hellman, Sten; Tasevsky, Marek; Watson, Miriam; Mohiuddin, Saad; Kimura, Naoki; Soldatov, Evgeny; Kotwal, Ashutosh; Jacka, Petr; Sato, Koji; Kremer, Jakub; Sotto-Maior Peralva, Bernardo; Valderanis, Chrysostomos; Jejelava, Juansher; Mlinarevic, Toni; De Almeida Dias, Flavia; Rubio Jimenez, Adrian; Narukawa, Yoshifumi; Rieck, Patrick; Beck, Hans Peter; Gay, Colin Warren; Francescato, Simone; Pizzimento, Luca; Cheng, Hok Chuen Tom; Addison, Matthew John; Chtcheguelski, Valery; McGovern, R. P.; Wyatt, Terry; Knue, Andrea Helen; Reed, Alice; Di Ciaccio, Lucia; Wang, Xiaoning; Deliot, Frederic; Lampoudis, Christos; Silverstein, Samuel; Zhang, Kaili; Yamauchi, Hiroki; Di Petrillo, Karri Folan; Dziedzic, Bartosz Sebastian; Cervato, Beatrice; Tarek Abouelfadl Mohamed, A.; Nobe, Takuya; Andreazza, Attilio; Mercado, Gretel; Bruschi, Marco; Moritsu, Manabu; Alberti, Una Helena; Jones, Paul; Bate, Russell; Costanza, Francesco; Stewart, Graeme A.; Onyisi, P. U. E.; Cerri, Alex; Kingston, Matthew Kevin; Pinol Bel, Joaquim; Falciano, Speranza; Stolarski, Marcin; Schott, Matthias; Anders, John Kenneth; Potter, C. J.; Potter, Tina; Gilbert, Alexander Kevin; Yacoob, Sahal; Lacava, Francesco; Hrabovsky, Miroslav; Alves Cardoso, Mario; Sengupta, Debajyoti; Varvell, Kevin; Ould-Saada, Farid; Nozka, Libor; Primomo, Lorenzo; Solans Sanchez, Carlos; Giugliarelli, Gilberto; Bianco, Gianluca; Tanasini, Martino; Theveneaux-Pelzer, Timothee; Tosciri, Cecilia; Eckerova, Barbora; Kawale, Mayuri Prabhakar; Albert, Justin; Watson, Alan; Okumura, Yasuyuki; Tafirout, Reda; Calace, Noemi; Di Nardo, Roberto; Sahoo, Baidyanath; Liu, Mingyi; Oleiro Seabra, L. F.; Rottler, Benjamin; Svatos, Michal; Gonzalez Rodrigues, Marcus Vinicius; Bahner, Daniel; Lacker, Heiko Markus; Dimitrievska, Aleksandra; Lubatti, Henry; Brahimi, Nihal; Nayaz, Abdullah; Wynne, Benjamin Michael; Pradhan, Sudev; Errenst, Martin; Brooks, Jammel; Smith, James; Tsirigotis, Apostolos; Xiong, Junwen; Sharma, Punit; Iconomidou-Fayard, Lydia; Lin, Hui-Chi; Liu, Yanwen; Itabashi, Kosuke; Wilson, Benjamin James; Nairz, Armin; Hofer, Dustyn Dean; Romano, Marino; Madula, Thandikire; Guan, Liang; Strandberg, Sara; Mueller, James Alfred; Vokac, Petr; Acharya, Bobby Samir; Barberis, Dario; Grivaz, Jean-Francois; Darbo, G.; Dong, Qichen; Baron Moreno, D. A.; Fortman, Anne Winifred; El Jarrari, Hassnae; Baker, Keith; Loch, Peter; Barreiro Guimaraes Da Costa, Joao; Safai Tehrani, Francesco; Albouy, Guillaume Lucas; Dumitriu, Ana Elena; Ma, Hong; Gray, Heather; Ramakoti, Ekaterina; Yuan, Rui; Pham, Minh Tuan; Pan, Jingjing; Pyatiizbyantseva, Diana; Farman, Kiran; Buttinger, Will; Atashi, Rose; Levchenko, Mikhail; Hart, M. L. E.; Worm, Steven; Vickey, Trevor; Thompson, Paul; Garcia Alonso, Andrea; Mao, Lining; Moyse, Edward; Biswal, Jyoti Prakash; Schumm, Bruce Andrew; Ma, Yanhui; Green, Matthew James; Berti, Annalisa; Moser, Brian; Lisboa Leite, Marco; Gupta, Shubham; Amerl, Maximilian; Mullin, Joseph; Jimenez Ortega, Miguel; Todorova-Nova, S.; Plebani, Alberto; Tam, Kai Chung; Straessner, Arno; Harrison, Jack; Chen, Maggie; Tsukerman, Ilia; Gallas, Elizabeth; Strubig, Antonia; Love, Peter; Brooks, Ethan Michael; Carr, Isabel Beth; Gurbuz, Saime; Kozanecki, Witold; Machado De Abreu Farias, Paulo Cesar; Wu, Zhibo; Oliveira Correa, Gabriel; Watton, Elliot; Irwin, Rebecca Katie; Chauhan, Chainika; Sugizaki, Kaito; Kresse, Tom; Genest, Marie-Helene; Smirnova, Oxana; Kita, Sayuka; Stugu, Bjarne; Liberatore, Marianna; Khoda, Elham; Gouighri, Mohamed; Vetterli, Michel Joseph; Volkotrub, Yu.; Mitsou, Vasiliki; Kvam, Audrey Katherine; Zhang, Zhiqing Philippe; Vreeswijk, Marcel; Wu, Sau Lan; Lien, Hsuan-Chu; Rave, Stefan; Wei, Chuanshun; Bruckman De Renstrom, Pawel; De Vivie De Regie, Jean-Baptiste; Sawada, Ryu; Penc, Ondrej; Vu, Ngoc Khanh; Campanelli, Mario; Petersen, Brian; Lammers, Sabine Wedam; Bold, Tomasz; Lacour, Didier; Schumacher, Markus; D'Auria, Saverio; Amos, Kieran Robert; Bartos, Pavol; Du, Dongshuo; Gilles, Geoffrey; Castillo Garcia, Lucia; Siral, Ismet; Clawson, Savannah; Gorisek, Andrej; Wang, Tao; Mehta, Andrew; Lucio Alves, Fabio Lucio; Shroff, Maheyer Jamshed; Kirk, Julie Hart; Etzion, Erez; Ridouani, Selaiman; Mullins, Austin Charles; Duperrin, Arnaud; Durglishvili, Archil; Pauwels, Franciszek; Vana, Pavel; Zhang, Lei; Bisanz, Tobias; Panizzo, Giancarlo; Hsu, Pai-Hsien; Coccaro, Andrea; Polesello, Giacomo; Resconi, Silvia; Truong, Loan; Lantzsch, Kerstin; Nisati, Aleandro; Nessi, Marzio; Chou, Yuan-Tang; Huseynov, Nazim; Larson, Lauren; Busch, Elena Laura; Sultanov, Salekh; Vande Voorde, Magdalena; Lewis, Charles; Scanlon, Timothy Paul; Albicocco, Pietro; Gardner, Gwen Llewellyn; Sauer, Christof; Fitschen, Tobias; White, Andrew; Starovoitov, Pavel; Vickey Boeriu, Oana; Rincke, Philipp; Beloborodov, Konstantin; Dannheim, Dominik; He, Yi; Sorenson, Josef Daniel; Suzuki, Hisanori; Tsiareshka, Pavel; Windischhofer, Philipp; Yan, Siyuan; Junkermann, Thomas; Zimine, Nikolai; Schefer, Meinrad Moritz; Ordek, Serhat; Schiavi, Carlo; Gwenlan, Claire; Wang, Weitao; Ngair, Badr-Eddine; Tian, Yusong; Pozzi, Ruben; Peleganchuk, Sergey; Inacio Goncalves, Guilherme; Chen, Jing; Qin, Quake; Nickerson, Richard; Angelidakis, Stylianos; Hillersoy, Tarje Solberg; Liu, Xiaotian; Jenni, Peter; Moreno Martinez, Carlos; Mtintsilana, Onesimo; Warburton, Andreas; Pond, Nikita Ivvan; Diez Pardos, Carmen; Bouquet, Romain; Xiong, Anni; Privara, Radek; Ruiz Martinez, Arantxa; Atmani, Hicham; Demers, Sarah Marie; Losada, Martha Alice; Lin, Storm; Chu, Xiaotong; Zhou, Bing; Rimoldi, Marco; Kurashige, Hisaya; Hamdaoui, Hassane; Bednyakov, Vadim; Woodward, Eleanor Luise; Bokan, Petar; Myers, Greg; Ribaric, Neza; Sun, Shaojun; Barreiro, Fernando; Sperlich, Dennis; Gavriliuk, Alexander; Hinterkeuser, Florian; D'Uffizi, Matteo; Wu, Chufan; Rozario, Zefran; Didenko, Mariia; Casado Lechuga, Pilar; Myska, Miroslav; De Jong, Paul; Tariq, Khuram; Semprini Cesari, Nicola; Gao, Yanyan; Kumari, Neelam; Ciocio, Alessandra; Mildner, Hannes; Ghani, Mohammed; Escobar Ibanez, Carlos; Diaz Gutierrez, Marco Aurelio; Roe, Shaun; Ju, Xiangyang; Asai, Kanae; Gugel, Ralf; Wang, Chenliang; Mikenberg, George; Feng, Cunfeng; Toscani, Mariana; Rabanal Bolanos, Gabriel; Stavropoulos, George; Herrmann, Lena Maria; Whiteson, Daniel; Bertrand, Raphael; Moreira De Carvalho, Ana Luisa; Alfonsi, Fabrizio; Cueto Gomez, Ana Rosario; Mobius, Silke; D'Amico, Valerio; Wickremasinghe, Lakmin; Baron, Petr; Sotarriva Alvarez, Isai Roberto; Camplani, Alessandra; Hamer, Matthias; Johns, Kenneth; Fernandez-Bosman, Martine; Peters, Krisztian; Ocariz, Jose Humberto; Cheu, Elliott; Schaefer, Uli; Cunningham, Liam; Mullier, Geoffrey; Kirfel, Christian; Pezoa Rivera, Raquel; Kostecka, Will; Frattari, Guglielmo; Nichols, J. D.; Sidoti, Antonio; Robles Manzano, Maria; Fritzsche, Nick; Bee, Chris; Amezza, Thiziri; Landgraf, Ulrich; Rieger, Oliver; Schioppa, Marco; Reidelsturz, Joshua Aaron; Chen, Hucheng; Marcisovsky, Michal; Huang, Yingjun; Rambelli, Lucrezia; Hayward, Helen; Liu, Zirui; Lacasta Llacer, Carlos; Beringer, Juerg; Kroha, Hubert; Williams, Hugh; Carroll, Anthony Maurel; Amirie, Kyle; Bruers, Ben; Li, Runze; González Andana, R. Y.; Trischuk, Dominique; Rinaldi, Lorenzo; Weidberg, Anthony; Jia, Xuewei; Yamazaki, Yuji; Maguire, Helen Ruth; Wei, Yingjie; Garg, Rocky Bala; Fassouliotis, Dimitris; Taylor, Wendy Jane; Geyik, Marvin Emin; Santana Queiroz, Hadley; O'Neill, Aaron Paul; Dittus, Fido; Kakati, Nilotpal; Nedic, Luka; Arcangeletti, Chiara; Roemer, Jonas Till; Dimitriadi, Christina; Duminica, Ioana; Turk Cakir, Ilkay; Ramirez-Berend, Ian Alejandro; Haddad, Abdelhamid; Bazzano Hurrell, L. T.; Markhoos, Ahmed; Kurdysh, Oleksii; Snoek, Hella; Grant, Charles Michael; Baselga Bacardit, Marta; Djobava, Tamar; Kobylianskii, Dmitrii; Kartvelishvili, Vato; Corradi, Massimo; Yan, Zhen; Nachman, B. P.; Wu, Minlin; Selem, Luka; Ling, Jerry; Crosetti, G.; Hidic, Nihad; Read, Alexander Lincoln; Tassi, Enrico; Grabowska-Bold, Iwona; Molinatti, Umberto; Kumar, Mukesh; Schaile, Dorothee; Hodges, Anthony; Sheppard, Damian Joseph; Trzupek, Adam; Ushioda, Risa; Cesarini, Gianmario; Hernandez Jimenez, Yesenia; Walder, James William; Thornberry, R. E.; Harrison, Paul Fraser; Seidlitz, Blair Daniel; Andeen, Timothy Robert; Pollard, Chris; Bergeaas Kuutmann, Elin; Ikegami, Yoichi; Conde Muino, Patricia; Otono, Hidetoshi; Kortner, Sandra; Lipniacka, Anna; Brooijmans, Gustaaf; El Moursli, R. Cherkaoui; Huang, Yan; Ekman, Per Alexander; Zhang, Sijing; Marinescu, Mihaela; Guindon, Stefan; Garcia Caffaro, Arianna Gemma; Warrack, Neil; Gutierrez Zagazeta, Luis Felipe; Caron, Sascha; Zinsser, Joachim; Hejbal, Jiri; Hidaoui, Mourad; Marantis, Alexandros; Macdonald, Jack; Carnelli, Alberto; Drescher, Matthias Peter; Warnerbring, Adam Leonard; Kado, Marumi; Chisholm, Andrew Stephen; Ovsiannikova, Tatiana; Talby, Mossadek; Zhou, Hao; Arguin, Jean-Francois; Varriale, Lorenzo; Fuster Verdu, Juan; Kramer, Peter; Lewis, Daniel; Fu, Yao; Savard, Pierre; Velkovska, Iskra; Pampel, Jonathan; Pietreanu, Dorel; Arnaez, Olivier; Wu, Jian; Valdes Santurio, Eduardo; Shimmin, Chase Owen; Sala, Alessandro; Malyukov, Sergey; Korotkova, Natalia; Turtuvshin, Tulgaa; Ballabene, Eric; Allaire, Corentin; Coelli, Simone; Blue, Andrew James; Dos Santos Luz, Igo Amauri; Escalier, Marc; Beretta, Matteo Mario; Coelho Barrue, R. F.; Slawinska, Magdalena; Gregor, Ingrid; Soualah, Rachik; Mlinarevic, Marin; Luehring, Fred; Penski, Katrin Elisabeth; Pianori, Elisabetta; Holzbock, Michael; Baroncelli, Toni; Xu, Riley; Argyropoulos, Spyros; Korcyl, Krzysztof Marian; Klein, Uta; Van Der Graaf, Aaron; Berger, Nicolas; Maiboroda, Vera; Duckeck, Guenter; Duda, Dominik; Rozen, Yoram; Mapekula, Xola Gugulethu; Mroz, Tomasz Grzegorz; Ozcan, Erkcan; Dingley, Thomas Benjamin; Narayanan, Easwar Anand; Pezzotti, Lorenzo; Brunner, David; Maeda, Junpei; Piegaia, Ricardo; Stelzer, Bernd; Riefel, Ellen Maria; Schramm, Steven; Rutherfoord, John P.; Chubinidze, Zaza; Gorini, Edoardo; Seixas, Jose; Mascione, Daniela; Wang, Zirui; Sherwood, Peter; Kontaxakis, Pantelis; Nechaeva, Polina; Zhu, Yifan; Siegert, Frank; Wanotayaroj, Chaowaroj; Dohnalova, Adriana; Gonzalez Suarez, Rebeca; Wagner, Cooper; Zaio, Alessandro; Calderini, Giovanni; Cranmer, Kyle Stuart; Juste Rozas, Aurelio; Petousis, Vlasios; Helling, Cole Michael; He, Yajun; Xu, Hao; Montella, Marco; Timoshyn, Denys; Liu, Minghui; Boyko, Igor; Carmignani, Joseph; Adiguzel, Aytul; Chekulaev, Sergey; Martin-Haugh, Stewart; Snyder, Scott; Das, Sruthy Jyothi; ATLAS Collaboration; Zhao, Yuzhan; Zeng, Jiancong; Bachiu, Alexander; Garcia Ruiz, Miguel Angel; Dawson, Ian; Li, Chihao; De Sanctis, Umberto; Morinaga, Masahiro; Li, Zhan; Di Luca, Andrea; Wack, Julian Friedrich; Wang, Alex Zeng; Conventi, Francesco; Sandhoff, Marisa; Young, Charlie; Vaitkus, Andrius; Dubinin, Filipp; Ninca, Ilona-Stefana; Rizvi, Eram Syed; Soberi, M. Firdaus M.; Longarini, Iacopo; Han, Liang; Yuan, Jiarong; Jang, Wonho; Mattern, Donna Maria; Begalli, Marcia; Martinez Outschoorn, Verena Ingrid; Fiedler, Petr; Hertenberger, Ralf; Mungo, Davide; Shan, Lianyou; Chen, Zhiliang; Lazaridou, Roxani; Volkotrub, Yuriy; Wolter, Marcin; Clark, Allan; Xu, Tairan; Artoni, Giacomo; Ghosh, Anindya; Dyckes, G. I.; De Almeida Rossi, Carolina; Metcalfe, Jessica; Verkerke, Wouter; Passaggio, Stefano; Arbiol Val, Sergio Javier; Rusakovich, Nikolai; Heinlein, James Geddy; Liu, Eric Hsien Lung; Van Der Schyf, Hannah; Monig, Klaus; Mollier, Lucas; Levinson, Lorne; Kortman, Bryan; Choi, Kyungeon; Solodkov, Sanya; Linden, Lars; Maj, Klaudia; Balabram Filho, Luiz Eduardo; Konya, Balazs; Timoshenko, Sergei; Merianos, Spyros; Pazos, Camila; Garay Walls, Francisca; Kraus, Johanna Wanda; Foster, Liam; Wang, Rongkun; Mucha, Maximilian; Goldfarb, Steven; Katzy, Judith; Sopczak, Andre; Zhang, Yangfan; Sauvan, Emmanuel; Clark, Philip; Ducu, Otilia Anamaria; Ren, Haoquan; Lepage Bourbonnais, Jeremie Harmond; Shen, Qiuping; Mastroberardino, Anna; Monzani, Simone; Patel, Pragati; Zhang, Luxin; Moskalets, Tetiana; Torres, Heberth; Grabarczyk, Radoslaw Piotr; Asada, Haruka; Chelkov, G. A.; Degens, Jordy; Asai, Shoji; Gupta, Anubhav; Henriques Correia, Ana Maria; D'Onofrio, Adelina; Barberio, Elisabetta; Mindur, Bartosz; Becker, Kathrin; Ntekas, Kostas; Martin Dit Latour, Bertrand; Shahinian, Jeff; Schegelsky, V. A.; Brau, Benjamin Paul; Francis, David; Jones, Kyle Scott; Wozniewski, Sebastian; Wang, Shudong; D'Avanzo, Antonio; Hoppesch, Matthew Caleb; Jia, Zihang; Vincent, Morvan; Zivkovic, Lidija; Giuli, Francesco; Villhauer, Elena Michelle; Allen, Jonny; Majersky, Oliver; Sansoni, Andrea; Sekhniaidze, Givi; Lysak, Roman; Missio, Marion; Padilla Aranda, Cristobal; Amidei, Dante; Sullivan, Matthew James; Smakhtin, Vladimir; Mondal, Buddhadeb; Clarke Hall, Noah; Huiberts, Simon Kristian; Bergmann, Benedikt Ludwig; Barisits, Martin; Wang, Chen; Bezio, Lucas; Contreras Cossio, Michelle; Perganti, Maria; Bernlochner, Florian Urs; Hitchings, T. G.; Adamczyk, Leszek; Moszkowicz, Piotr; Sedlaczek, Kevin; Bimgdi, Yassine; Hayden, Daniel; Nielsen, Jason; Koffas, Thomas; Bona, Marcella; Stanislaus, Beojan; Sidley, Alexandra Claire; Introzzi, Gianluca; Tsybyshev, Tsybychev Dmitri; Wurzinger, Jonas; Kay, Ellis; Khoriauli, Gia; Xu, Yue; Canbay, Ali Can; Carducci, Giovandomenico; Krengel, Nils Benedikt; Hayes, Robin; Galantzan, Sean; Boye, Diallo; Djama, Fares; Sforza, Federico; Lewicki, Maciej Piotr; Helbig, Markus; Cooper-Sarkar, A. M.; Leveque, Jessica; Du Pree, Tristan Arnoldus; Zhai, Mingjie; Pereira Sanchez, Laura; Kostov, Matus; Dubau, Mathis; Sfyrla, Anna; Potamianos, Karolos; Madar, Romain; De Groot, Nicolo; Hahn, Jan Joachim; Ponomarenko, Daniil; Min, Tianjue; Middleton, Robin; Thomas, David William; Yeletskikh, Ivan; Hill, Ewan Chin; Kowalewski, Bob; Perera, G. Shani Nimeshika; Gil, Damian; Vozdecky, Lubos; Wang, Zhen; Nitschke, Jan-Eric; Vuillermet, Raphael; Farr, Jesse; Parzefall, Ulrich; Sykora, Tomas; Price, Darren; Joshi, Roshan; Pfaffenbichler, Lukas; Istin, Serhat; Mc Lean, Christine Angela; Palazzo, Alessandra; Blumenschein, Ulla; Frid, Yuval Yitzhak; Kroll, Ira Joseph; Xu, Da; Birman, Mattias; Piper, Katie; Grenier, Philippe; Theiner, Ondrej; Chan, Wai Yuen; Zhang, Gengyuan; Barr, Jackson; Alibocus, Samuel William; Humphreys, Daniel Lewis; Amperiadou, Dimitra; Coadou, Yann; Burgard, Carsten; Dabrowski, Wladyslaw; Weber, Hannsjorg; Canonero, Enzo; Vormwald, Benedikt; Naryshkin, Iurii; Gallop, Bruce Joseph; Ciesla, Krzysztof; Rajagopalan, Srini; Navarro Gonzalez, Josep; Guevara, Ruben; Singh, Sahibjeet; Popa, Stefan; Schultz-Coulon, Hans-Christian; Boumediene, Djamel Eddine; Ackermann, Anke; Chitan, Adrian; Han, Jingyi; Schlenker, Stefan; Leitner, Rupert; Bingham, Anna; Pospisil, Stanislav; Van Gemmeren, Peter; Sioulas, Konstantinos; Aloisio, Alberto; Maio, Amelia; Wang, Aonan; Liu, Qibin; Hamano, Kenji; Sickles, Anne Marie; Marti I Garcia, Salvador; Falsetti, Gregorio; Beresford, Lydia Audrey; Barros Teixeira, M. G.; Von Torne, Eckhard; Tolkachev, Grigorii; Benchekroun, Driss; Britzger, Daniel; Ito, Hiroki; Strebler, Thomas; Aleksa, Martin; Leopold, Alexander; Xu, Lailin; Tao, Zhengcheng; Hufnagel Maranha De Faria, M.; Park, Ki Ryeong; Bhattarai, Prajita; Tsai, Fang-Ying; Boudreau, Joseph; Voss, Katharina; Zaplatilek, Ota; Mokgatitswane, Gaogalalwe; Kroll, Jiri; Wittgen, Matthias; Smith, Dylan Ronald; Duehrssen-Debling, Michael; Tarem, Shlomit; Berrocal Guardia, Adrian; Cristoforetti, Marco; Skubic, Patrick; Panchal, D. K.; Gaudio, Gabriella; Jiang, Qimin; Dixit, Bhupesh; Boveia, Antonio; Smart, Ben Harry; Alkakhi, Wael; Dervan, Paul; Martinez-Perez, Mario; Hessler, Johannes; Spagnolo, Stefania; Rummler, Andre; Fountas, Leonidas; Bhalla, Naman Kumar; Kluit, Peter; Shimizu, Shima; Beacham, James; Gillberg, Dag; Gargan, Jack; Malecki, Pa.; Monsonis Romero, Luis; Mlynarikova, Michaela; Charlton, Dave; Da Silva, G. Gomes; Coelho Lopes De Sa, Rafael; Les, Robert; Stewart, Joshua Ryan; Styles, Nicholas; Zorbas, Theodore; Capua, Marcella; Lysenko, Viktoriia; Heinrich, Jochen Jens; Iddon, James Philip; Gavrilenko, Igor; Yang, Yi-Lin; Cote, Benjamin; Nelson, Christina; Cao, Yumeng; Quinn, Ryan; Tudorache, Valentina; Jiggins, Stephen; Wilkinson, Jeremy; Balli, Fabrice; Mueller, Roman; Mcdonald, Millie; Su, Dong; Lanni, Francesco; Usman, Muhammad; Huang, Yanping; Bellos, Panagiotis; Gocke, Benedikt; Dos Santos Fernandes, Nuno; Solomon, Shalu; Tapia Araya, Sebastian; Sykora, Martin; Hu, Miao; Purcino De Souza, Edmar Egidio; Barbero, Marlon Benoit; Leeuw, Lerothodi Leonard; Spalla, Margherita; Lindley, Rachel Elizabeth; Lampl, Walter; Aielli, Giulio; Rijssenbeek, Michael; Pham, T.; Cabrera Urban, Susana; Salzburger, Andreas; Domijan, Karolina; Tompkins, Lauren Alexandra; Wu, Xingyu; Calafiura, Paolo; Shrestha, Bijay; Feligioni, Lorenzo; Sulin, Vladimir; Goshaw, A. T.; Stein, Annika; Chen, Shion; Mantinan, Matias Nahuel; Vyas, Ishan Kiritbhai; Rousseau, David; De, Kaushik; Marcelo Gregorio, R. R.; Di Donato, Camilla; Ledroit-Guillon, F.; Chargeishvili, Bakar; Farilla, Ada; Gagliardi, Guido; Gekow, Alex; Ochoa, Ines; Balz, Johannes; Petukhov, Aleksandr; Moreno Llacer, Maria; Kholodenko, Marina; Formica, Andrea; Reeves, Kendall; Zhou, Yong; Niemeyer, Marcel; Splendori, Leonardo; Koch, Simon Florian; Bulekov, Oleg; Poveda, J.; Kusters, Roman; Wolffs, Zef; Bella, Gideon; Sobie, Randy; Valls Ferrer, Juan; Romano, Emanuele; Wilkens, Henric; Bethke, Siegfried; Scuri, Fabrizio; Da Via, Cinzia; Jia, Hao; Wobisch, Markus; Geralis, Theodoros; Stanecka, Ewa; Hawkings, Richard; Canale, Vincenzo; Schmitt, Stefan; Dougan, Patrick; Hansen, Jorgen Beck; Behr, Janna Katharina; Kramarenko, Viktor; Leight, William Axel; Mavungu Tsava, Christian; Guest, Dan; Panwar, Lata; Roberts, S. S.; Crosetti, Nanni; Hulsken, Raphael Alain; Kostyukhin, Vadim; Liu, Peilian; Zhu, Junjie; Van Rijnbach, Milou; Joos, Hans Ludwig; Lanza, Agostino; Sciacca, Gianfranco; Sampsonidis, Dimos; Jolly, Fiona Ann; Vandewall, E. R.; Otero Y Garzon, Gustavo; Karentzos, Efstathios; Renner, Frederic; Aly, Mohamed; Hou, Suen; Mullin, Anna Jane; Bomben, Marco; Voigt, Johann Christoph; Rosten, Rachel Christine; Feickert, Matthew; Nagasaka, Ren; Chen, Xin; Mali, Miha; Kirfel, Florian; Gravili, Francesco Giuseppe; Franco, Luca; Pang, Hao; Maniatis, Ioannis Michail; Macek, Bostjan; Zeng, Hao; Schwemling, Ph.; Krasznahorkay, Attila; Draguet, Maxence; Jovicevic, Jelena; Webb, James Maitland; Taffard, Anyes; Li, Han; Stonjek, Stefan; Portillo Quintero, Dilia Maria; Penzin, Maksim; Sopio, Alex; Ye, Xinmeng; Pani, Priscilla; Betti, Alessandra; Scheulen, Chris; Schmieden, Kristof; McPherson, R. A.; Seiden, Abraham; Rodriguez Bosca, Sergi; Rosser, Benjamin John; Fabbri, Federica; Duan, Zonghuan; Hayashi, Yuichiro; Ojeda, Martina Laura; Heim, Sarah; Fitzhugh, Peter Michael; Hance, Mike; Weber, Sebastian Mario; Sijacki, Dj.; Mc Gowan, John Patrick; Liang, Shiyi; Rodriguez Garcia, Yohany; Starchenko, Jenya; Matousek, Jan; Maurin, Theo; Kretzschmar, Jan; Zhang, Jie; Suchy, Daniel; Rosati, Stefano; Bendebba, Fatima; Kramberger, Gregor; Hong, Tae Min; Foo, Joel Hengwei; Keller, John Stakely; Mancini, Maya Nicole; Vallier, Alexis; Lomas, Joshua David; Hammoud, Salah El Dine; Lynn, David; Perez Codina, Estel; Sardain, Jad Mathieu; Guo, Yuxiang; Aparo, Marco; Fiorini, Luca; Ferrari, Roberto; Gabrielli, Alessandro; Brandt, Oleg; Li, Ke; Diamantopoulou, Magda; Tost, Marc; Rescia, Alberto; Zhu, Chengguang; Kandel, Suman; Krieger, Peter; Fiacco, Davide; Abulaiti, Yiming; Zhang, Yuwen Ebony; Veen, Michiel Jan; Reznicek, Pavel; Fujimoto, Minori; Hadavand, Haleh; Jankovych, Samuel; Clarry, Cameron; Wang, Peng; Amirkhanov, Artem; Muanza, Steve; Nagano, Kunihiro; Dal Santo, Daniele; Sitnikova, Elizaveta; Popeneciu, Gabriel; Pater, J. R.; Wharton, Andrew Mark; Hangal, Dhanush Anil; Rembser, Christoph; Pacey, Holly; Jackson, Paul; Franchini, Matteo; Ressegotti, Martina; Catinaccio, Andrea; Korolkov, Ilya; Xue, Rui; Marshall, Emma; Garelli, Nicoletta; Xia, Mingming; Zabinski, Bartlomiej Henryk; Dahbi, Salah-Eddine; South, David; Kono, Takanori; Manhaes De Andrade Filho, Luciano; Akbiyik, Melike; Haines, Emil; Allen, Julia Frances; Heidegger, Constantin; Sopkova, Filomena; Kovanda, Ondrej; Bini, Cesare; Zakareishvili, Tamar; Donadelli, Marisilvia; Lafarge, Arthur; Dreyer, Etienne; Morgenstern, Stefanie; Lancaster, Alec; Rasheed, Hammad; Silva Oliveira, Marcos Vinicius; Jones, R. W. L.; Caviedes Betancourt, Laura Juliana; Gutsche, Manuel; Plotnikova, Elena; Fung, Kin Yip; Hsu, Tao; Grinstein, Sebastian; Atashi, S.; Huth, John; Ganguly, Sanmay; Duchovni, Ehud; Sbrizzi, Antonio; Gokturk, Berare; Robson, Aidan; Koeck, D. M.; Miu, Ovidiu; Malito, Davide; Wells, Craig John; Atkin, Ryan Justin; Laporte, Jean-Francois; Walkingshaw Pass, Katie; Turra, Ruggero; Jimenez Pena, Javier; Calfayan, Philippe; Delmastro, Marco; Stoicea, Gabriel; Zhao, Zhengguo; Dinu, Ioan-Mihail; Homsak, Vid; Gautam, Viveka; Mazini, Rachid; Davidson, Joel; Yamashita, Erika; Bhatta, Somadutta; Tamir, Nadav Michael; Brandt, Gerhard Immanuel; Nisius, Richard; Pareti, Andrea; Vachon, Brigitte; Bogavac, Danijela; Hirose, Minoru; Curran, Jennifer Rachel; Beauchemin, Pierre-Hugues; Caloba, Luiz Pereira; Burzynski, Jackson Carl; Miyagawa, Paul; Lyukova, Mars; Fomin, Nikolai; Ferrari, Pamela; Kivernyk, Oleh; Rojas Caballero, Rimsky Alejandro; Dao, Valerio; Valentinetti, Sara; Serin, Laurent; Dona, Kristin; Friend, Johnny; Zografos, Angelos; Delogu, Claudia Caterina; Apyan, Aram; Sili, Francisco; Lobodzinska, Ewelina Maria; Thomas, Juergen; Vukotic, Ilija; Citterio, Mauro; Pottgen, Ruth; Hobbs, John David; Harrison, Natalie Marie; Drozdova, Mariia; Tsai, Meng-Ju; Hrynova, Tetiana; Herde, Hannah Elizabeth; Ingebretsen Carlson, Tom; Tsujikawa, Yoshiaki; Munoz Perez, David; Horii, Yasuyuki; Nakkalil, Keerthi; Hirose, Shigeki; Cheong, Sanha; Corchia, Federico Andrea; Stelzer, Oliver; Collado Soto, Pablo; Schaffer, R. 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doi:10.1038/s41467-025-65059-6

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000646428 0247_ $$2arXiv$$aarXiv:2505.19689
000646428 037__ $$aPUBDB-2026-00849
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000646428 082__ $$a500
000646428 088__ $$2arXiv$$aarXiv:2505.19689
000646428 088__ $$2CERN$$aCERN-EP-2025-103
000646428 088__ $$2arXiv$$aarXiv:2505.19689
000646428 088__ $$2CERN$$aCERN-EP-2025-103
000646428 1001_ $$0INSPIRE-00210391$$aAad, Georges$$b0
000646428 245__ $$aTransforming jet flavour tagging at ATLAS
000646428 260__ $$a[London]$$bSpringer Nature$$c2026
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000646428 500__ $$a39 pages in total, author list starting page 22, 6 figures, 1 table, submitted to Nature Communications. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/FTAG-2023-05/
000646428 520__ $$aJet flavour tagging enables the identification of jets originating from heavy-flavour quarks in proton–proton collisions at the Large Hadron Collider, playing a critical role in its physics programmes. This paper presents GN2, a transformer-based flavour tagging algorithm deployed by the ATLAS Collaboration that represents a different methodology compared to previous approaches. Designed to classify jets based on the flavour of their constituent particles, GN2 processes low-level tracking information in an end-to-end architecture and incorporates physics-informed auxiliary training objectives to enhance both interpretability and performance. Its performance is validated in both simulation and collision data. The measured c-jet (light-jet) rejection in data is improved by a factor of 3.5 (1.8) for a 70% b-jet tagging efficiency, compared to the previous algorithm. GN2 provides substantial benefits for physics analyses involving heavy-flavour jets, such as measurements of Higgs boson pair production and the couplings of bottom and charm quarks to the Higgs boson, and demonstrates the impact of advanced machine learning methods in experimental particle physics.
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000646428 536__ $$0G:(EU-Grant)101089007$$aDITTO - Comprehensive search for new phenomena in the dilepton spectrum at the LHC (101089007)$$c101089007$$fERC-2022-COG$$x3
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