Identification of tau leptons using a convolutional neural network with domain adaptation

A Hayrapetyan, V Makarenko, Manfred Jeitler, Wagner Carvalho, M Costa, R Covarelli, Natale Demaria, L Finco, Michael Grippo, Bilal Kiani, Leonardo Lanteri, F Legger, F Luongo, C Mariotti, J A Chinellato, S Maselli, Alberto Mecca, Luca Menzio, Paolo Meridiani, E Migliore, M Monteno, M M Obertino, G Ortona, L Pacher, Nadia Pastrone, Matheus Costa Reis, M Ruspa, Federico Siviero, V Sola, A M Solano, A Staiano, C Tarricone, D Trocino, Giulio Umoret, Evgueni Vlasov, Robert White, Eliza Melo Da Costa, Jyoti Babbar, S Belforte, V Candelise, M Casarsa, F Cossutti, Ksenia De Leo, G Della ricca, Raffaele Delli Gatti, Sunil Dogra, Jieun Hong, Gustavo Gil Da Silveira, Jiwoong Kim, Taiwoo Kim, Dongyub Lee, Hakseong Lee, Junghyun Lee, Seh Wook Lee, C Moon, Young Do Oh, S Sekmen, Bongho Tae, Dilson De Jesus Damiao, Yu Chul Yang, Min Suk Kim, Gyeonghwan Bak, Piljun Gwak, Hyunchul Kim, D H Moon, Junhu Seo, Ece Asilar, Francesco Carnevali, Jieun Choi, Sandro Fonseca De Souza, Tae Jeong Kim, Y S Ryou, Seungkyu Ha, Seyoung Han, B Hong, Jaebak Kim, Kisoo Lee, Kyong Sei Lee, Soohwan Lee, Jaehyeok Yoo, Raphael Gomes De Souza, J Goh, J Shin, Seungjin Yang, Yechan Kang, Hyunsoo Kim, Yongsun Kim, Seungjun Lee, John Almond, Ji Hwan Bhyun, Junho Choi, Silas Jesus, Jin Choi, Won Jun, Hyunyong Kim, Junho Kim, Taehee Kim, Yeonjoon Kim, Young Wan Kim, Sanghyun Ko, Haneol Lee, Joonbin Lee, Tulio Laux Kuhn, Jeongeun Lee, Byung Hun Oh, Sung Bin Oh, Unki Yang, Inseok Yoon, Woojin Jang, D Kang, Donghyun Kim, Seulgi Kim, N Krammer, Matheus Macedo, B Ko, Jason Sang Hun Lee, Yunjae Lee, Inkyu Park, Youn Roh, Ian Watson, Guk Cho, Kyuyeong Hwang, Bobae Kim, Sungwon Kim, Kevin Mota Amarilo, Kyeongpil Lee, Hwi Dong Yoo, M. Y. Choi, Younghoon Lee, Intae Yu, Taha Beyrouthy, Yousef Gharbia, F Alazemi, Karlis Dreimanis, O M Eberlins, Luiz Mundim, A Gaile, Conrado Munoz Diaz, Dace Osite, Guntis Pikurs, R Plese, A Potrebko, Markus Seidel, Dimitrios Sidiropoulos Kontos, N R Strautnieks, M Ambrozas, H Nogima, Andrius Juodagalvis, S Nargelas, Aurelijus Rinkevicius, G Tamulaitis, I B Yusuff, Z B Zolkapli, Jose F. Benitez, Alfredo Castaneda Hernandez, Antonio Cota Rodriguez, Luis Enrique Cuevas Picos, Joao Pedro Pinheiro, Hedwin Aaron Encinas Acosta, Luis Gabriel Gallegos Maríñez, Javier Alberto Murillo Quijada, Ashish Sehrawat, Lizardo Valencia Palomo, Gabriel Ayala, H Castilla-valdez, Horacio Crotte Ledesma, Ricardo Lopez-Fernandez, Jhovanny Mejia Guisao, A Santoro, Rogelio Reyes-Almanza, Alberto Sánchez Hernández, Cristina Oropeza Barrera, Dalia Lucero Ramirez Guadarrama, Mateo Ramírez García, Irais Bautista, Fernando Enrique Neri Huerta, Isabel Pedraza, Humberto Antonio Salazar Ibarguen, Cecilia Uribe Estrada, A Sznajder, Itana Bubanja, N Raicevic, Philip H. Butler, Ashfaq Ahmad, M Irfan Asghar, Ali Awais, Muhammad Imran Malik Awan, W Khan, V Avati, Laurent Forthomme, Mauricio Thiel, Leszek Grzanka, Maciej Malawski, K Piotrzkowski, M J Bluj, M Gorski, M Kazana, M Szleper, P D Zalewski, K Bunkowski, Krzysztof Doroba, Felipe Torres Da Silva De Araujo, A Kalinowski, M A Konecki, J Krolikowski, A. Muhammad, Piotr Fokow, Krzysztof Pozniak, W M Zabolotny, Mariana Araujo, Diogo Bastos, Cristóvão Beirão Da Cruz E Silva, C A Bernardes, A Boletti, M Bozzo, T Camporesi, G Da molin, Michele Gallinaro, Jonathan Hollar, Nuno Leonardo, Giovanni Battista Marozzo, Achille Petrilli, Matteo Pisano, Ang Li, Thiago Tomei, J M De Seixas, J Varela, J W Wulff, P Adzic, L Markovic, P Milenovic, V Milosevic, Damir Devetak, M Dordevic, J Milosevic, Eduardo De Moraes Gregores, L Nadderd, V Rekovic, Milan Stojanovic, Martin Alcalde Martinez, Juan Alcaraz Maestre, Cristina Fernandez Bedoya, Javier Andres Brochero Cifuentes, Oliver Manzanilla, Maria Cepeda, M. Cerrada, Bruno Lopes Da Costa, N Colino, Jesus Cuchillo Ortega, Begona De La Cruz, Antonio Delgado Peris, Alberto Escalante Del Valle, Diego Fernández Del Val, Juan Pablo Fernández Ramos, Jose Flix, Maria Cruz Fouz, Manuel Gonzalez Hernandez, Isabela Maietto Silverio, Oscar Gonzalez Lopez, Silvia Goy Lopez, Jose M. Hernandez, Maria Isabel Josa, Javier Llorente Merino, Cristina Martin Perez, Elvira Martin Viscasillas, D A Moran, Cecilia Maria Morcillo Perez, Rolando Paz Herrera, Pedro G. Mercadante, Carlos Perez Dengra, Antonio María Pérez-Calero Yzquierdo, Jesus Puerta Pelayo, Ignacio Redondo, Julia Vazquez Escobar, Jorge F. de Trocóniz, Barbara Alvarez Gonzalez, Jorge Ayllon Torresano, A Cardini, Javier Cuevas, Sergio F. Novaes, Javier Del Riego Badas, Daniel Estrada Acevedo, Javier Fernandez Menendez, Santiago Folgueras, Isidro Gonzalez Caballero, Pelayo Leguina, Miguel Obeso Menendez, Enrique Palencia Cortezon, Javier Prado Pico, Alejandro Soto Rodríguez, B Orzari, Carlos Vico Villalba, P Vischia, Sergio Blanco Fernández, Iban Jose Cabrillo, Alicia Calderon, Jordi Duarte Campderros, Marcos Fernandez, G Gomez, Clara Lasaosa García, Ruben Lopez Ruiz, S Padula, Celso Martinez Rivero, Pablo Martinez Ruiz del Arbol, F Matorras, Pablo Matorras Cuevas, Efren Navarrete Ramos, Jonatan Piedra Gomez, Cristian Quintana San Emeterio, L Scodellaro, Ivan Vila, Rocio Vilar Cortabitarte, V Scheurer, Jesus Manuel Vizan Garcia, Balashangar Kailasapathy, Deshitha Chamikara Wickramarathna Dhammage, W Dharmaratna, Kalpanie Liyanage, Nimantha Perera, D Abbaneo, Chiara Amendola, Rocco Ardino, Etiennette Auffray, A Aleksandrov, Joachim Baechler, David Barney, Michele Bianco, A Bocci, Lisa Borgonovi, Cristina Botta, A Bragagnolo, Christopher Edward Brown, Cécile Caillol, Gianluca Cerminara, Dietrich Liko, G Antchev, Patrick Connor, David D'Enterria, A E Dabrowski, Andre David Tinoco Mendes, Albert De Roeck, M M Defranchis, Mario Deile, M Dobson, Pedro José Fernández Manteca, Wolfgang Funk, Petar Danev, Andrea Gaddi, Simone Giani, D Gigi, Karl Gill, Frank Glege, Maciej Glowacki, A Gruber, J Hegeman, Jaana Kristiina Heikkilä, B Huber, R M Hadjiiska, Vincenzo Innocente, T James, Patrick Janot, Oliwia Kaluzinska, Olena Karacheban, George Karathanasis, S H Laurila, Paul Lecoq, Carlos Lourenco, Anne-mazarine Lyon, P S Iaydjiev, M Magherini, L Malgeri, Marcello Mannelli, Ankita Mehta, F Meijers, Jeremie Alexandre Merlin, S Mersi, Emilio Meschi, Matteo Migliorini, Fabio Monti, Milena Misheva, F Moortgat, M P Mulders, Marco Musich, Izaak Neutelings, S Orfanelli, F Pantaleo, M. Pari, G Petrucciani, A Pfeiffer, M Pierini, M F Shopova, M Pitt, H Qu, Dinyar Rabady, Arne Reimers, Beatriz Ribeiro Lopes, Federica Riti, Pedro Rosado, M Rovere, H Sakulin, Riccardo Salvatico, Georgi Sultanov, Sergio Sanchez Cruz, Simone Scarfi, M Selvaggi, Archana Sharma, Ksenia Shchelina, Pedro Silva, Paraskevas Sphicas, Andre Govinda Stahl Leiton, Arnaud Steen, S P Summers, A A Dimitrov, Daniel Treille, P Tropea, Elena Vernazza, Joanna Wanczyk, Jing Wang, Sebastian Wuchterl, Mateusz Zarucki, Philipp Zehetner, Petr Zejdl, Giovanni Zevi Della Porta, L B Litov, T Bevilacqua, Lea Caminada, W Erdmann, R P Horisberger, Q Ingram, H C Kaestli, Danek Kotlinski, C G Lange, U Langenegger, M Missiroli, B A Pavlov, Lars Noehte, Tilman Rohe, A Samalan, Thea Klaeboe Aarrestad, M Backhaus, Giorgia Bonomelli, Cesare Cazzaniga, K Datta, Paul De Bryas Dexmiers D'Archiacchiac, Annapaola De Cosa, M N Matthewman, P S Petkov, G Dissertori, M Dittmar, M Donega, F Eble, Krunal Gedia, Franz Glessgen, C Grab, N D Harringer, Thierry Guillaume Harte, W Lustermann, Anton Petrov, Matteo Malucchi, Riccardo Andrea Manzoni, M Marchegiani, Luigi Marchese, A Mascellani, F Nessi-tedaldi, F Pauss, V Perovic, B Ristic, R Seidita, Sumit Keshri, Jan Steggemann, Alessandro Tarabini, D Valsecchi, R S Wallny, Claude Amsler, Pascal Bärtschi, Filip Bilandzija, Maria Florencia Canelli, G Celotto, Kyle Cormier, David Nicolas Laroze Navarrete, M Huwiler, Weijie Jin, A Jofrehei, B Kilminster, Tsz Hong Kwok, S Leontsinis, Valeriia Lukashenko, Anna Macchiolo, F Meng, Jona Motta, S Thakur, Peter Robmann, Matias Senger, E Shokr, Fabian Stäger, R Tramontano, Debabrata Bhowmik, C M Kuo, P K Rout, S Taj, Praveen Chandra Tiwari, W K Brooks jr, Ludivine Ceard, Kai-Feng Chen, Zheng-gang Chen, Agostino De Iorio, G W Hou, T Y Hsu, Y Kao, S Karmakar, Gouranga Kole, You-ying Li, Tongguang Cheng, Rong-Shyang Lu, Efstathios Paganis, Xing-fu Su, Joshuha Thomas-Wilsker, Tsai Ls, D. Tsionou, Hsin-yeh Wu, Efe Yazgan, C Asawatangtrakuldee, Norraphat Srimanobhas, T Javaid, Yasser Maghrbi, D Agyel, Furkan Dolek, I Dumanoglu, Y Guler, Emine Gurpinar Guler, Candan Isik, Ozgun Kara, A. Kayis Topaksu, Yildiray Komurcu, Long Wang, G Onengut, Kadri Ozdemir, Bayram Tali, U G Tok, Ebru Uslan, I S Zorbakir, M Yalvac, B Akgun, Ismail Okan Atakisi, Erhan Gulmez, Li Yuan, Mithat Kaya, Ozlem Kaya, Mehmet Alp Sarkisla, Sevgi Tekten, Altan Cakir, Kerem Cankocak, Sercan Sen, Orhan Aydilek, B Hacisahinoglu, I Hos, I Mikulec, Zhen Hu, Berkan Kaynak, S Ozkorucuklu, Onur Potok, H Sert, C Simsek, C Zorbilmez, Salim Cerci, Bora Isildak, Ebru Simsek, Deniz Sunar Cerci, Z Liang, Taylan Yetkin, Andriy Boyaryntsev, Olena Dadazhanova, Boris Grynyov, Leonid Levchuk, J J Brooke, Aaron Bundock, Florian Joel J. Bury, E J Clement, D G Cussans, Jinfeng Liu, Dharmender Dharmender, H U Flacher, J Goldstein, H F Heath, Mei-li Holmberg, Lukasz Kreczko, S Paramesvaran, Liam Robertshaw, Muhammad Shahzad Sanjrani, J. Segal, Xining Wang, V Smith, Austin Ball, K W Bell, A Belyaev, Christopher Brew, Robert M. Brown, D J A Cockerill, A A Elliot, Katherine Victoria Ellis, Jakub Gajownik, Guo-Ming Chen, K Harder, Sam Harper, Jacob Linacre, K Manolopoulos, Mehrnoosh Moallemi, Dave M. Newbold, Emmanuel Olaiya, David Petyt, T Reis, Abanti Ranadhir Sahasransu, He-Sheng Chen, Giovanna Salvi, T Schuh, Claire Shepherd-Themistocleous, I R. Tomalin, Kathleen Charlotte Whalen, Thomas Williams, Irene Andreou, Robert Bainbridge, Philippe Bloch, Oliver Buchmuller, Mingshui Chen, Camilo Andres Carrillo Montoya, D J Colling, Julia Suzana Dancu, Indranil Das, PD Dauncey, Gavin Davies, M J Della negra, S W Fayer, G Fedi, Geoffrey Hall, Ye Chen, Hafeez R. Hoorani, A Howard, Gregory Iles, Charlotte Rose Knight, Paul Krueper, J M Langford, Kai Hong Law, Jaime León Holgado, Elias Leutgeb, L Lyons, Qingfeng Hou, A Magnan, Benedikt Maier, Stavros Mallios, Andreas Mastronikolis, Mikael Mieskolainen, Ja Nash, M F Pesaresi, Prijith Babu Pradeep, Benjamin Charles Radburn-Smith, Mark Richards, Xiaonan Hou, Andrew Rose, Lucas Russell, Klitos Savva, Christopher Seez, Raghunandan Shukla, Alexander Tapper, K Uchida, G P Uttley, T Virdee, Milos Vojinovic, Schieck, F Iemmi, N Wardle, D Winterbottom, J E Cole, Akram Khan, Paul Kyberd, I D Reid, Salavat Abdullin, A W Brinkerhoff, E D Collins, M A Darwish, Chun-Hua Jiang, J R Dittmann, Kenichi Hatakeyama, Vinay Hegde, J Hiltbrand, Brooks McMaster, Jonathan Samudio, S G Sawant, Chosila Sutantawibul, Jonathan Wilson, Julie Managan Hogan, Anshul Kapoor, R Bartek, Aaron Dominguez, Sherin Raj, Ali Eren Simsek, Shin-Shan Yu, B B Bam, Axel Buchot Perraguin, S A Campbell, R Chudasama, S I Cooper, H Liao, C C Crovella, Guillermo Fidalgo, S Gleyzer, Aleko Khukhunaishvili, K Matchev, E I Pearson, Cilicia Uzziel Perez, P Rumerio, E Usai, Ruole Yi, Geliang Liu, Serhii Cholak, Gianfranco De Castro, Z Demiragli, Carlos Erice, C A Fangmeier, Celia Fernandez Madrazo, Elisa Fontanesi, J F Fulcher, Frank Golf, Sihyun Jeon, Zhenan Liu, J G O'cain, Ian Reed, J Rohlf, Kaitlin Salyer, D M Sperka, Daniel Spitzbart, Indara Suarez, Anna Tsatsos, E E Wurtz, Angelo Giacomo Zecchinelli, J Song, Gaetano Barone, G Benelli, D Cutts, S H ELLIS, L Gouskos, M H Hadley, U Heintz, Ka Wa Ho, T Kwon, G Landsberg, Shaowei Song, Ka Tung Lau, Jingyu Luo, Spandan Mondal, Jennifer Roloff, T G Russell, Sinan Sagir, Xiaohe Shen, Marko Stamenkovic, N Venkatasubramanian, Samantha Abbott, J Tao, Benjamin Barton, Richard Breedon, Hong Cai, Manuel Calderon De La Barca Sanchez, Maxwell Chertok, Matthew Citron, J S Conway, P Cox, R D Erbacher, O Kukral, Chu Wang, G Mocellin, Sydney Ostrom, Itzelli Salazar Segovia, Wei Wei, S M Yoo, Kosmas Adamidis, M Bachtis, D A Campos, R D Cousins jr, Abhisek Datta, Robert Schöfbeck, Jin Wang, Gael Flores Avila, Jay Hauser, M Ignatenko, Muhammad Ansar Iqbal, Tyler Lam, Ya-feng Lo, Elisabetta Manca, Antonett Nunez Del Prado, D P Saltzberg, Vyacheslav Valuev, Huaqiao Zhang, R Clare, J. William Gary, Gail Hanson, A V Aportela, Aashay Arora, J G Branson, S Cittolin, Stephane Cooperstein, D Diaz, J M Duarte, Jingzhou Zhao, L Giannini, Y J Gu, Jonathan Guiang, Vyacheslav Krutelyov, Robert Lee, J R Letts, Haoyang Li, Mario Masciovecchio, F Mokhtar, Soumya Mukherjee, Antonis Agapitos, M Pieri, Daniel Primosch, Melissa Quinnan, Vivek Sharma, M Tadel, E Vourliotis, Frank Würthwein, Avraham Yagil, Zihan Zhao, A G Barzdukas, Y Ban, L R Brennan, C F Campagnari, Sebastian Carron Montero, K E Downham, C Grieco, M M Hussain, Joe Incandela, Man Wai Katherine Lai, Amina Jinzi Li, Phillip Masterson, Alexandra Carvalho Antunes De Oliveira, J D Richman, Sai Neha Santpur, Ulascan Sarica, Ryan Schmitz, Francesco Setti, James Sheplock, D D Stuart, T A Vami, Xuli Yan, Danyi Zhang, S Deng, Alexander Albert, Soham Bhattacharya, Adolf Bornheim, O Cerri, Raghav Kansal, Jiajing Mao, Harvey B. Newman, Guillermo Reales Gutiérrez, T C Sievert, M Spiropulu, B. Guo, J V Vlimant, R A Wynne, Si Xie, J M Alison, S Moro an, M Cremonesi, V Dutta, Erdem Yigit Ertorer, T Ferguson, Tirso Alejandro Gómez Espinosa, Guo Q, Abhirami Harilal, Aleesha Kallil Tharayil, Manami Kanemura, Chuyuan Liu, Peter Meiring, Tanmay Mudholkar, Sindhu Murthy, P Palit, Kyungmin Park, M G Paulini, Chuqiao Jiang, Andrew Roberts, Alejandro Sanchez, Wesley Terrill, J P Cumalat, William T. Ford, Hart AI, A Hassani, Stephanie Kwan, Jannicke Pearkes, C Savard, D Schwarz, Andrew Levin, N D Schonbeck, K M Stenson, K A Ulmer, Stephen Robert Wagner, Noah Zipper, D Zuolo, J P Alexander, Xuan Chen, Derek James Cranshaw, Jennet Dickinson, Congqiao Li, J Fan, X Fan, Joseph Grassi, Hogan Sl, P Kotamnives, Jose Monroy, G S Niendorf, M C Oshiro, J. R. Patterson, Michael Reid, Qiang Li, A P E Ryd, J Thom, P Wittich, Rui Zou, Lara Zygala, Michael Albrow, M Alyari, O Amram, Giorgio Apollinari, A Apresyan, Yajun Mao, L Bauerdick, D R Berry, J W Berryhill, Dr. P S Subrahmanya Bhat, K A Burkett, Joel Nathan Butler, A Canepa, Giuseppe Benedetto Cerati, H W K Cheung, F Chlebana, S Qian, Christopher Cosby, G E Cummings, Irene Dutta, V D Elvira, Jim Freeman, A Gandrakota, Z Gecse, Lindsey Gray, Dan Green, A Grummer, Stefan Grünendahl, Daniel Guerrero, O Gutsche, R M Harris, Theodor Christian Herwig, James Hirschauer, B A Jayatilaka, S Jindariani, Marvin Johnson, Umesh Joshi, Xuelong Qin, Thomas Klijnsma, B Klima, Ka Hei Martin Kwok, S Lammel, Claire Lee, D. Lincoln, R J Lipton, Tiehui Liu, K Maeshima, D A Mason, Xiaohu Sun, Patricia McBride, Petra Merkel, S Mrenna, S C Nahn, Jennifer Ngadiuba, Daniel Noonan, S R Norberg, V Papadimitriou, Nathaniel Pastika, K J Pedro, Dayong Wang, Cristian Pena, Carlos Eugenio Perez Lara, F Ravera, Allison Reinsvold Hall, Luciano Ristori, Murtaza Safdari, E M Sexton-kennedy, Nicholas Smith, A L Soha, Leonard Spiegel, Stoyan Stoynev, J B Strait, L. T. Taylor, Slawek Tkaczyk, Nhan Viet Tran, L A Uplegger, Eric Wayne Vaandering, Christina Wang, I Zoi, C Aruta, M Shooshtari, Heng Yang, Paul Avery, D Bourilkov, P Chang, V Cherepanov, R William Field, Changgi Huh, E A Koenig, M Kolosova, J Konigsberg, A Korytov, Mingtao Zhang, Nicholas Menendez, Guenakh Mitselmakher, K A Mohrman, Arun Muthirakalayil Madhu, N Rawal, Suzanne Rosenzweig, V Sulimov, Yuta Takahashi, Jian Wang, T Adams, Yuzhe Zhao, Ali Al Kadhim, A Askew, Steffi Bower, R Hashmi, Ryan Sangwoo Kim, Ted Kolberg, German Martinez, Maria Mazza, Harrison Prosper, Purbita Rahman Prova, C Zhou, M Wulansatiti, R Yohay, B M Alsufyani, S D Butalla, Souvik Das, M Hohlmann, M S Lavinsky, E T Yanes, Mark Raymond Adams, Nicholas Barnett, Shuai Yang, Austin Baty, C Bennett, Richard Cavanaugh, Ricardo Escobar Franco, O Evdokimov, C E Gerber, Harshul Gupta, M M Hawksworth, A Hingrajiya, David Jonathan Hofman, Z You, Jong-ho Lee, Dener De Souza Lemos, C Mills, Shirsendu Nanda, G Nigmatkulov, Beren Ozek, Toan Phan, D N Pilipovic, R Pradhan, E Prifti, K Jaffel, P Roy, Titas Roy, Navjit Singh, Marguerite Tonjes, N Varelas, M A Wadud, Jieun Yoo, M Alhusseini, D R Blend, K Dilsiz, Nan Lu, O K Koseyan, A Mestvirishvili, O A Neogi, H Ogul, Yasar Onel, A Penzo, C M Snyder, E Tiras, B J Blumenfeld, Jeffrey Davis, G P Bauer, A Gritsan, Lucas Kang, S Kyriacou, P Maksimovic, M Roguljic, S Sekhar, M V Srivastav, M L Swartz, Andrés Abreu, Luis Fernando Alcerro Alcerro, Bolin Li, Justin Anguiano, Saray Arteaga Escatel, P S Baringer, A L Bean, Z Flowers, Derek Grove, J King, Georgios Krintiras, M R Lazarovits, C D Le mahieu, A Tumasyan, Mangesh Sonawane, Hui Wang, J D Marquez, M J Murray, Matthew Nickel, Sorina Popescu, C Rogan, Christophe Royon, Sahithi Rudrabhatla, Stephen Sanders, Caleb Smith, G W Wilson, K Yi, B R Allmond, N Islam, Andrew Ivanov, Ketino Kaadze, Y Maravin, James Natoli, Gujju Gurunadha Reddy, Dennis Roy, Giulia Sorrentino, Drew Baden, Jingqing Zhang, A Belloni, Joshua Bistany-riebman, S C Eno, Nicholas John Hadley, S Jabeen, Richard G. Kellogg, T W Koeth, Braden Kronheim, Samuel Lascio, Péter Major, Yuji Li, Alice Mignerey, C Palmer, Christos Papageorgakis, M M Paranjpe, E Popova, Alexey Shevelev, Licheng Zhang, Cristian Baldenegro Barrera, Joshua Bendavid, Hannah Bossi, Zhen Lin, Samuel Bright-Thonney, I A Cali, Yu-chen Chen, Pin-chun Chou, M D'alfonso, J Eysermans, Chad Freer, Guillelmo Gomez Ceballos, M Goncharov, Gaia Grosso, C Lu, P G Harris, D M Hoang, G M Innocenti, Dmytro Kovalskyi, Jeffrey Krupa, L Lavezzo, Yen-Jie Lee, Kenneth Long, Christopher Mcginn, Andrzej Novak, Meng Xiao, Mary Isabelle Park, C Paus, Christina Reissel, C E Roland, G M Roland, S S Rothman, Tzu-an Sheng, G S Stephans, D L Walter, Zhangqier Wang, Carlos Avila, B Wyslouch, T Yang, Bryan Crossman, W J Jackson, C M Kapsiak, Michael Krohn, D J Mahon, J M Mans, B Marzocchi, R Rusack, Diego Andres Barbosa Trujillo, Onuray Sancar, R Saradhy, N C Strobbe, K A Bloom, D R Claes, Grace Haza, Jahid Hossain, C Joo, I Kravchenko, A Rohilla, A V Russo Cabrera, Joaquin Emilo Siado, William Tabb, A Vagnerini, A S Wightman, Furong Yan, H Bandyopadhyay, Lauren Hay, Hsin-wei Hsia, I Iashvili, A Kalogeropoulos, Wolfgang Waltenberger, Carlos Florez, A Kharchilava, Aritra Mandal, Morris, Duong Nguyen, S R Rappoccio, Haifa Rejeb Sfar, Antony J. Williams, Peter Young, D Yu, G Alverson, Jorge Fraga, E Barberis, Johan Bonilla, B Bylsma, M Campana, John Dervan, Y Haddad, Y Han, I Israr, Amrutha Krishna, Meng Lu, Jose Antonio Reyes Vega, Nicholas Manganelli, Ryan Mccarthy, D M Morse, T. J. Orimoto, A G Parker, L A Skinnari, C S Thoreson, E M Tsai, Darien Wood, Susan Dittmer, César Rendón, Kristian Allan Hahn, Yihan Liu, Michael Mcginnis, Y Miao, D G Monk, Michael Henry Schmitt, A Taliercio, Mayda Velasco, Jinglu Wang, Garvita Agarwal, Manuel Rodriguez, R E Band, Rachael Bucci, Sergi Castells, Abhishek Das, A N Ehnis, R Goldouzian, Michael Hildreth, Kenyi Hurtado Anampa, Todor Ivanov, C. P. Jessop, Anderson Alexis Ruales Barbosa, A Karneyeu, K P Lannon, John Lawrence, N Loukas, Dylan Lutton, Joseph Mariano, N Marinelli, Ian Mcalister, Thomas McCauley, Christopher Mcgrady, José David Ruiz Alvarez, Connor Moore, Y Musienko, Hannah Nelson, M A Osherson, Andrea Piccinelli, R Ruchti, Austin Townsend, Yuyi Wan, Mitchell Wayne, Henry Yockey, Nikola Godinovic, Aashwin Basnet, Michael Carrigan, Ryan Santos, Lloyd Stanley Durkin, Christopher Hill, M. Joyce, Martha Nunez Ornelas, Derek Albert Wenzl, B L Winer, B R Yates, D Lelas, H Bouchamaoui, Kathryn Coldham, Pallabi Das, Gage Dezoort, P Elmer, Andre Frankenthal, M Galli, B P Greenberg, Nicholas Haubrich, K E Kennedy, Ana Sculac, Gillian Kopp, Yihui Lai, D J Lange, A D Loeliger, D R Marlow, I R Ojalvo, James Olsen, Farrah Simpson, D P Stickland, Christopher Tully, Claudia-Elisabeth Wulz, M Kovac, Sudhir Malik, Richa Sharma, Soumik Chandra, Ridhi Chawla, An Gu, L Gutay, Matthew Jones, A W Jung, Dmitry Kondratyev, Miaoyuan Liu, Andro Petkovic, G Negro, N Neumeister, G Paspalaki, Stefan Piperov, Nihar Ranjan Saha, Jan-Frederik Schulte, Fuqiang Wang, Andrew Wildridge, W Xie, Y Yao, T Sculac, Yibo Zhong, Neeti Parashar, Atanu Pathak, Elton Shumka, Darin Acosta, A Agrawal, Collin Arbour, Taylor Carnahan, Karl Matthew Ecklund, Sarah Freed, P Bargassa, Parker Gardner, Frank J. M. Geurts, Tao Huang, Iason Krommydas, Nicole Lewis, Wei Li, Jiazhao Lin, Osvaldo Miguel Colin, Brian Paul Padley, Radia Redjimi, V Brigljevic, John Rotter, E Yigitbasi, Yousen Zhang, Olga Bessidskaia Bylund, A Bodek, Pawel de Barbaro, Regina Demina, Aran Garcia-Bellido, Honor Suzanne Hare, O H Hindrichs, Bhakti Kanulal Chitroda, N Parmar, P Parygin, Hyonsan Seo, R A Taus, B T Chiarito, John Paul Chou, Steven Vincent Clark, Sean Donnelly, D Gadkari, Y Gershtein, D Ferencek, E Halkiadakis, Maximilian Perez Prada, C Houghton, David Jaroslawski, Adam Kobert, Sotiroulla Konstantinou, Ian Laflotte, A Lath, J Martins, B D Rand, K Jakovcic, Joseph Reichert, P Saha, S Salur, Steve Schnetzer, S V Somalwar, Robert Stone, Steffie Ann Thayil, S. Thomas, Jay Vora, D A Ally, A Starodumov, Andrés G. Delannoy, S Fiorendi, J D Harris, Samuel Higginbotham, T R Holmes, Ankush Reddy Kanuganti, Nimmitha Karunarathna, John Lawless, Lawrence Lee, E Nibigira, T Susa, B N Skipworth, S M Spanier, D M Aebi, Muhammad Ahmad, T Akhter, K Androsov, A Bolshov, O Bouhali, A Cagnotta, V D'amante, Tahys Janssen, A Attikis, R Eusebi, P K Flanagan, J Gilmore, Yumeng Guo, T Kamon, Sifu Luo, R D Mueller, A N Safonov, N Akchurin, Jordan Damgov, Konstantinos Christoforou, Yongbin Feng, N Gogate, Yelbir Kazhykarim, Kamal Lamichhane, Sung Won Lee, Christopher Madrid, A M Mankel, T H T Peltola, I Volobouev, E A Appelt, Andreas Hadjiagapiou, Yi Chen, Senta Greene, A Gurrola, W E Johns, Raghav Kunnawalkam Elayavalli, Andrew Melo, D Rathjens, F Romeo, P D Sheldon, S Tuo, C Leonidou, J A Velkovska, J S Viinikainen, Jingyu Zhang, B T Cardwell, H. Chung, B T Cox, J C Hakala, Robert Hirosky, Maria Jose, A Ledovskoy, Charalambos Nicolaou, Cristina Mantilla, C C Neu, Clara Ramón Álvarez, Saptaparna Bhattacharya, P E Karchin, A Aravind, Sunanda Banerjee, K M Black, T Bose, Elise Chavez, L Paizanos, S R Dasu, Pieter Everaerts, C Galloni, H L He, M F Herndon, A A M Herve, C K Koraka, Shivani Lomte, Richard Loveless, A Mallampalli, F Ptochos, A Mohammadi, Susmita Mondal, Trevor Nelson, Ganesh Parida, Laurent Pétré, D Pinna, A Savin, Victor Shang, Varun Sharma, W Smith, P Razis, Dylan Teague, Ho Fung Tsoi, Wren Vetens, A C Warden, Serguei Afanasiev, Vadim Alexakhin, Yuri Andreev, Tagir Aushev, Dzmitry Budkouski, Ruslan Chistov, H Rykaczewski, Mikhail Danilov, Tatyana Dimova, Alexander Ershov, S Gninenko, I Gorbunov, Andrey Gribushin, A Kamenev, V Karjavine, Mikhail Kirsanov, Vyacheslav Klyukhin, H Saka, O Kodolova, V Korenkov, Aleksei Kozyrev, N Krasnikov, A Lanev, A Malakhov, V Matveev, A Nikitenko, Vladimir Palichik, V Perelygin, H Kwon, A Stepennov, S V Petrushanko, Sergey Polikarpov, Olesia Radchenko, Maria Savina, Vladislav Shalaev, Sergey Shmatov, S Shulha, Yuri Skovpen, Vitaly Smirnov, O Teryaev, Miroslav Finger, Irina Tlisova, Alexander Toropin, N Voytishin, Bekhzod S. Yuldashev, A Zarubin, Ilia Zhizhin, Lev Dudko, K Ivanov, V Kim, Victor Murzin, Finger, Michael, Jr., V Oreshkin, Dmitry Sosnov, Edouard Boos, Viacheslav Bunichev, Mikhail Dubinin, Viktor Savrin, A M Snigirev, CMS Collaboration, Edy Ayala, Edgar Carrera Jarrin, Shaaban Khalil, Elsayed Salama, Muhammad Abdullah Abdulfattah Muhammad, Ahmed Hussein, H Mohammed, Daniel Ocampo Henao, Karl Ehataht, M Kadastik, Torben Lange, Christine Nielsen, J Pata, M Raidal, Norman Seeba, Laurits Tani, A Milieva, Kenneth Osterberg, Thomas Van Laer, Mikko Voutilainen, Nurfikri Bin Norjoharuddeen, Erik Brücken, Francisco Ignacio Garcia Fuentes, Patin Inkaew, Kimmo Tuomas Samuli Kallonen, Ravindra Kumar Verma, Tapio Lampén, K M Lassila-perini, B Lehtela, Pierre Van Mechelen, S T Lehti, T Linden, Nestor Raul Mancilla Xinto, M Myllymaki, M Rantanen, S Saariokari, Nico Timothy Toikka, Jorma Tuominiemi, Henning Kirschenmann, P R Luukka, J Bierkens, Henri Petrow, Marc Besancon, F Couderc, M M Dejardin, D Denegri, P L Devouge, J Faure, F Ferri, Paul Gaigne, S Ganjour, N Breugelmans, Philippe Gras, Gautier Hamel de Monchenault, Mintu Kumar, Victor Lohezic, J Malclès, Francesco Orlandi, Louis Portales, S Ronchi, M O Sahin, Aurore Savoy-Navarro, Wolfgang Adam, J D'hondt, Polina Simkina, M Titov, Marta Tornago, F Beaudette, Giacomo Boldrini, Philippe Busson, C P Charlot, Marco Chiusi, Theo Damien Cuisset, F P A Damas, S Dansana, O A Davignon, Adinda De Wit, Trisha Debnath, Isaac Telford Ehle, Bruno Afonso Fontana Santos Alves, Shamik Ghosh, A J Gilbert, Raphael Granier de Cassagnac, L Kalipoliti, Martina Manoni, A F Moor, Matthew Nguyen, Stepan Obraztsov, C Ochando, R Salerno, J Sauvan, Y Sirois, Gamze Sokmen, Lourdes Urda Gómez, A Zabi, Amina Zghiche, M Delcourt, J Agram, J Andrea, Daniel Bloch, J Brom, Eric Christian Chabert, C Collard, Gael Coulon, Saskia Falke, U Goerlach, Raphael Haeberle, Felix Heyen, A Le bihan, Meena Meena, Oceane Poncet, Gourab Saha, Paul Vaucelle, Adriano Di Florio, David Amram, S Beauceron, Benjamin Blancon, Gaelle Boudoul, Y Hong, N P Chanon, Didier Contardo, P Depasse, Candan Dozen, H El mamouni, J Fay, S Gascon, M Gouzevitch, Christopher Greenberg, Gérald Grenier, Pavlo Kashko, B Ille, Elise Jourd'Huy, I Laktineh, Morgan Lethuillier, Benjamin Massoteau, L Mirabito, Arnab Purohit, Muriel Vander Donckt, J Xiao, Iuri Bagaturia, S R J Lowette, Irakli Lomidze, Zviad Tsamalaidze, Valeria Botta, Sandra Consuegra Rodríguez, L W Feld, K Klein, M Lipinski, Danilo Meuser, P Nattland, Vanessa Oppenländer, I Makarenko, Alexander Pauls, Danyer Pérez Adán, Nicolas Röwert, Marius Teroerde, Caio Daumann, Svenja Diekmann, Alena Dodonova, Niclas Eich, Dmitry Eliseev, Frederic Engelke, Denise Müller, J Erdmann, M Erdmann, Benjamin Fischer, T Hebbeker, K Hoepfner, Francesco Ivone, Nitish Kumar, Ming-yan Lee, Florian Mausolf, Janik Walter Andrejkovic, M K Merschmeyer, Arnd Meyer, Fabian Nowotny, A Pozdnyakov, Wahid Redjeb, H K V Reithler, Uttiya Sarkar, Valentina Sarkisovi, Alexander Schmidt, Chinmay Seth, S Tavernier, Jan Lukas Spah, Valentyn Vaulin, Shawn Zaleski, Max Romain Beckers, Christian Dziwok, Günter Flügge, Nina Hoeflich, T H Kress, A S Nowack, M G Tytgat, O Pooth, A Stahl, Alexander Zotz, Henriette Aarup Petersen, Aenne Abel, Maria Aldaya Martin, J M Alimena, Simone Amoroso, Ying An, Iakov Andreev, G P Van onsem, Jorn Bach, Samuel Baxter, Maryam Bayatmakou, Hugo Becerril Gonzalez, O Behnke, A Belvedere, F Blekman, K A Borras, A J Campbell, Suman Chatterjee, S Van putte, Lucia Ximena Coll Saravia, G Eckerlin, D Eckstein, Oleg Filatov, E Gallo, A Geiser, Valentina Guglielmi, M Guthoff, A D Hinzmann, Laurids Jeppe, David Vannerom, M Kasemann, C H Kleinwort, R Kogler, Matthias Komm, D B Krucker, W Lange, Daina Leyva Pernia, K Lin, Katerina Lipka, W F Lohmann, Bugra Bilin, Jacopo Malvaso, R Mankel, Isabell-Alissandra Melzer-Pellmann, Mikel Mendizabal Morentin, Andreas Bernhard Meyer, Gabriele Milella, Keila Moral Figueroa, A Mussgiller, Lakshmi Priya Nair, Jeremi Niedziela, B Clerbaux, A M Nurnberg, Jiwon Park, E A Ranken, Alexei Raspereza, Daniil Rastorguev, Lovisa Rygaard, Moritz Scham, Simon Schnake, P J Schutze, C Schwanenberger, Aloke Kumar Das, D. Selivanova, K Sharko, M Shchedrolosiev, D W Stafford, Matin Torkian, Federico Vazzoler, Ana Ventura Barroso, R Walsh, Di Wang, Qun Wang, Isabelle De Bruyn, K H Wichmann, Lucas Wiens, Christoph Wissing, Yewon Yang, Stepan Zakharov, André Zimermmane Castro Santos, Anna Albrecht, Ana Rita Alves Andrade, Massimiliano Antonello, Sven Bollweg, Lisa Benato, G W P De lentdecker, M Bonanomi, K El morabit, Y B Fischer, M Frahm, E Garutti, Alexander Grohsjean, Ayse Asu Guvenli, J Haller, Daniel Hundhausen, G Kasieczka, Hugues Evard, Philip Keicher, Robert Klanner, William Korcari, T Kramer, F J Labe, Johannes Lange, A Lobanov, L J Moureaux, Malte Mrowietz, L Favart, Aliya Nigamova, K Nikolopoulos, Yuval Nissan, Alexander Paasch, Karla Josefina Pena Rodriguez, N Prouvost, Tobias Quadfasel, Bianca Raciti, M Rieger, Daniel Savoiu, Paraskevas Gianneios, P Schleper, Matthias Schröder, J Schwandt, Manuel Sommerhalder, H Stadie, Georg Steinbrück, Alexandra Tews, R D Ward, B Wiederspan, Moritz Wolf, Ali Khalilzadeh, Sebastian Brommer, E M Butz, Yi-Mu Chen, T Chwalek, A H Dierlamm, G G Dincer, Umut Elicabuk, N Faltermann, M Giffels, A I D Gottmann, Fakhri Alam Khan, F Hartmann, Robin Hofsaess, Maximilian Horzela, U Husemann, J Kieseler, Markus Klute, Rufa Kunnilan Muhammed Rafeek, Olha Lavoryk, J M Lawhorn, Adelina Lintuluoto, Andrea Malara, S Maier, Michele Mormile, Thomas Müller, Emanuel Pfeffer, M Presilla, G Quast, K H Rabbertz, B J Regnery, Ralf Schmieder, N Shadskiy, Muhammad Aamir Shahzad, Ivan Shvetsov, Hans-Jürgen Simonis, L D Sowa, L S Stockmeier, Komal Tauqeer, Maria Toms, B Topko, N Trevisani, Cedric Verstege, Tim Voigtländer, L Thomas, Ralf Florian Von Cube, Jost Von Den Driesch, Michael Wassmer, Roger Wolf, Wolfram Dietrich Zeuner, Xunwu Zuo, G Anagnostou, G Daskalakis, Aristotelis Kyriakis, G Melachroinos, Max Vanden Bemden, Zacharias Painesis, I Paraskevas, N Saoulidou, K Theofilatos, E Tziaferi, Eftychia Tzovara, K Vellidis, I Zisopoulos, T Chatzistavrou, G Karapostoli, Thomas Bergauer, Catherine Vander Velde, K Kousouris, E Siamarkou, Georgios Tsipolitis, Ioannis Bestintzanos, I Evangelou, C Foudas, Panagiotis Katsoulis, P Kokkas, Polidamas Georgios Kosmoglou Kioseoglou, N Manthos, P Vanlaer, I.M. Papadopoulos, John Strologas, Dmitry Druzhkin, C Hajdu, D Horvath, K Marton, Attila József Rádl, F Sikler, V Veszpremi, M Csanad, Fengwangdong Zhang, K Farkas, Anna Fehérkuti, Mahmod Moussa Abdelkhalek Gadallah, Ármin Kadlecsik, Moisés León Coello, Gabriella Pasztor, Gabor Istvan Veres, Balazs Ujvari, Gyula Zilizi, Gyorgy Bencze, M De coen, S Czellar, Jozsef Molnar, Z Szillasi, Tamas Ferenc Csorgo, Frigyes Nemes, T Novak, I Szanyi, Sunil Bansal, Suman Bala Beri, V Bhatnagar, Didar Dobur, Geetanjali Chaudhary, S S Chauhan, N Dhingra, A K Anureet kaur, Harjot Kaur, Manjit Kaur, Sunil Kumar, T Sheokand, Jasbir Singh, Gul Gokbulut, Aayushi Singla, A Bhardwaj, Arjun Chhetri, B C Choudhary, Ashok Kumar, Arun Kumar, Mohammad Naimuddin, Saumya Phor, Kirti Ranjan, Mahesh Kumar Saini, Joscha Knolle, Shriniketan Acharya, B Gomber, B K Sahu, Swagata Mukherjee, Sweta Baradia, Satyaki Bhattacharya, Suman Das Gupta, S Dutta, Subir Sarkar, L Lambrecht, M M Ameen, Prafulla Kumar Behera, Sayan Chatterjee, G Dash, Aryaa Dattamunsi, P Jana, P N Kalbhor, S D Kamble, Jyothsna Rani Komaragiri, Tribeni Mishra, David Marckx, P R Pujahari, Anup Kumar Sikdar, Rohit Kumar Singh, Pranjal Verma, Sadhana Verma, Anusree Vijay, B K Sirasva, L Bhatt, S Dugad, G B Mohanty, K Skovpen, M N Shelake, P Suryadevara, Anirban Bala, Sudeshna Banerjee, S Barman, Rajdeep Mohan Chatterjee, Monoranjan Guchait, Shilpi Jain, Atul Jaiswal, Bhargav Madhusudan Joshi, M G Dragicevic, Niels Van Den Bossche, Sanjeev Kumar, Manas Maity, Gobinda Majumder, Kajari Mazumdar, Shubhi Parolia, R Saxena, Aravind Thachayath, Seema Bahinipati, D Maity, P. Mal, J Van der linden, Kousik Naskar, A K Nayak, Sambit Nayak, Kuldeep Pal, R Raturi, P Sadangi, S Swain, Sanu Varghese, Diwakar Vats, Alpana Alpana, Jules Vandenbroeck, Sourabh Dube, P P Hazarika, Bhumika Kansal, Arnab Laha, Riya Sharma, Seema Sharma, Kumar Yash Vaish, Saranya Ghosh, H Bakhshiansohi, A Jafari, Liam Wezenbeek, Vahid Sedighzadeh Dalavi, M Zeinali, Sima Bashiri, Shirin Chenarani, Seyed Mohsen Etesami, Yasaman Hosseini, M Khakzad, E Khazaie, Mojtaba Mohammadi Najafabadi, Seddigheh Tizchang, S L Bein, M Felcini, M Grunewald, M Abbrescia, Michele Barbieri, M Buonsante, Anna Colaleo, D M Creanza, B D'anzi, N De filippis, M De palma, A Benecke, W Elmetenawee, Nicola Ferrara, L Fiore, Luigi Longo, Magdy Louka, G P Maggi, Marcello Maggi, Ilirjan Margjeka, Vincenzo Mastrapasqua, Salvatore My, Agni Bethani, F Nenna, Salvatore Nuzzo, Antonello Pellecchia, Alexis Pompili, G Pugliese, R Radogna, Dayron Ramos, A Ranieri, L Silvestris, Federica Maria Simone, Giacomo Bruno, Ümit Sözbilir, A Stamerra, Donato Troiano, Rosamaria Venditti, Piet Verwilligen, Angela Zaza, G Abbiendi, C Battilana, Paolo Capiluppi, F R Cavallo, Alessandra Cappati, M Cuffiani, Gaetano-Marco Dallavalle, Tommaso Diotalevi, Fabrizio Fabbri, A Fanfani, D Fasanella, P Giacomelli, C Grandi, L Guiducci, Sergio Lo Meo, Jerome De Favereau De Jeneret, Marco Lorusso, L Lunerti, S Marcellini, Gianni Masetti, F Navarria, Giulia Paggi, A Perrotta, F Primavera, Antonio Rossi, Simone Rossi Tisbeni, Cristina Giordano, C Delaere, T Rovelli, G P Siroli, Salvatore Costa, Alessandro Di Mattia, Alessandro Lapertosa, Renato Potenza, A Tricomi, Jawaher Altork, P Assiouras, Giuseppe Barbagli, A Giammanco, Giulio Bardelli, M Bartolini, A Calandri, B Camaiani, A Cassese, Rudy Ceccarelli, V Ciulli, C Civinini, Raffaello D'Alessandro, L Damenti, Ahmet Oguz Guzel, E. Focardi, T Kello, G Latino, P Lenzi, M Lizzo, M Meschini, Simone Paoletti, Alkis Papanastassiou, Giacomo Sguazzoni, L Viliani, Vincent Lemaitre, L Benussi, Stefano Colafranceschi, S Meola, D Piccolo, Miguel Alves Gallo Pereira, Fabrizio Ferro, Enrico Robutti, Silvano Tosi, A D Benaglia, Francesco Brivio, Jindrich Lidrych, Valentina Camagni, Flavia Cetorelli, F De guio, Mauro Emanuele Dinardo, P Dini, S Gennai, R A Gerosa, A Ghezzi, P Govoni, L Guzzi, P Malek, Mi Ran Kim, Giulia Lavizzari, Marco Toliman Lucchini, M Malberti, S Malvezzi, A Massironi, D L Menasce, L Moroni, M Paganoni, S Palluotto, P Mastrapasqua, D Pedrini, Aurora Perego, Bianca Sofia Pinolini, G Pizzati, Stefano Ragazzi, Tommaso Tabarelli de Fatis, S Buontempo, Carlo Di Fraia, F Fabozzi, Leonardo Favilla, Semra Turkcapar, Alberto Orso Maria Iorio, L Lista, Pierluigi Paolucci, Biagio Rossi, P Azzi, N Bacchetta, Marco Bellato, Dario Bisello, P Bortignon, Gabriele Bortolato, Alves GA, Andrea Claudio Maria Bulla, R. Carlin, P. Checchia, T Dorigo, U Gasparini, Sabrina Giorgetti, E Lusiani, M Margoni, A T Meneguzzo, J Pazzini, Mapse Barroso Ferreira Filho, P Ronchese, R Rossin, F Simonetto, M Tosi, A Triossi, M Zanetti, P Zotto, A Zucchetta, Gianni Zumerle, Alessandro Braghieri, Priya Sajid Hussain, Eduardo Coelho, Simone Calzaferri, P Montagna, Mario Pelliccioni, Valerio Re, C Riccardi, P Salvini, Ilaria Vai, Paolo Vitulo, S Ajmal, M E Ascioti, C. Hensel, Gian Mario Bilei, C Carrivale, D Ciangottini, Luca Della Penna, L Fano', V Mariani, Mauro Menichelli, Francesco Moscatelli, Alessandro Rossi, A Santocchia, Thales Menezes De Oliveira, Daniele Spiga, T Tedeschi, C Aime', Cristina Andreea Alexe, P Asenov, P Azzurri, G Bagliesi, R Bhattacharya, Lorenzo Bianchini, T Boccali, Clemencia Mora Herrera, Edoardo Bossini, Davide Bruschini, L Calligaris, R Castaldi, Filippo Cattafesta, Maria Agnese Ciocci, Marco Cipriani, R Dell'orso, S Donato, Ruben Forti, Patricia Rebello Teles, A Giassi, F Ligabue, Andrea Carlo Marini, Diego Matos Figueiredo, Alberto Messineo, Saswat Mishra, Vinaya Krishnan Muraleedharan Nair Bindhu, S Nandan, Fabrizio Palla, Marco Riggirello, Mariana Soeiro, A Rizzi, Gigi Rolandi, Suvankar Roy Chowdhury, T Sarkar, Angelo Scribano, Prabhat Solanki, P Spagnolo, Francesco Tenchini, R Tenchini, Guido Tonelli, Edmilson José Tonelli Manganote, Nicola Turini, F Vaselli, A Venturi, Piero Giorgio Verdini, P Akrap, Chiara Basile, Subash Chandra Behera, F Cavallari, Leticia Cunqueiro Mendez, F De riggi, Antonio Vilela Pereira, D Del re, E Di marco, Marcella Diemoz, F Errico, L Frosina, R Gargiulo, Bharadwaj Harikrishnan, Federico Lombardi, E Longo, Laura Martikainen, Walter Luiz Aldá Júnior, J Mijuskovic, G Organtini, N Palmeri, Riccardo Paramatti, Claudio Quaranta, S Rahatlou, C I Rovelli, F Santanastasio, L Soffi, V Vladimirov, Helena Brandao Malbouisson, N C Amapane, Roberta Arcidiacono, Stefano Argiro, Michele Arneodo, N Bartosik, R Bellan, A Bellora, C Biino, C Borca, N Cartiglia