Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

作者：G. Aad, Erlend Aakvaag, Braden Keim Abbott, Sara Abdelhameed, Kira Abeling, Nils Julius Abicht, Haider Abidi, Mohammed Aboelela, Asmaa Aboulhorma, H. Abramowicz, Y. Abulaiti, B. S. Acharya, Anke Ackermann, Claire Adam Bourdarios, Leszek Adamczyk, Sagar Addepalli, Matt Addison, Jahred Adelman, Aytul Adiguzel, Tim Adye, Tony Affolder, Y. Afik, Merve Nazlim Agaras, Anamika Aggarwal, C. Agheorghiesei, F. Ahmadov, S. Ahuja, X. Ai, Giulio Aielli, Arya Aikot, Malak Ait Tamlihat, Brahim Aitbenchikh, Melike Akbiyik, Torsten Akesson, Andrei Akimov, Daiya Akiyama, Nilima Nilesh Akolkar, S. Aktas, Gian Luigi Alberghi, J. Albert, P. Albicocco, Guillaume Lucas Albouy, Sara Alderweireldt, Z. L. Alegria, Martin Aleksa, I. N. Aleksandrov, Calin Alexa, T. Alexopoulos, Fabrizio Alfonsi, Malte Algren, Muhammad Alhroob, Babar Ali, Hanadi Ali, S. Ali, Samuel William Alibocus, M. Aliev, Gianluca Alimonti, Wael Alkakhi, Corentin Allaire, Benedict Allbrooke, Jonny Allen, Julia Frances Allen, Philip Patrick Allport, Alberto Aloisio, F. Alonso, Cristiano Alpigiani, Zainab Mohammad K Alsolami, Adrian Alvarez Fernandez, Mario Alves Cardoso, Mariagrazia Alviggi, M. Aly, Y. Amaral Coutinho, Alessandro Ambler, Christoph Amelung, Maximilian Amerl, Christoph Ames, Dante Amidei, Baktash Amini, Kyle Amirie, Artem Amirkhanov, S. P. Amor Dos Santos, K. R. Amos, Dimitra Amperiadou, Shiwen An, Viktor Ananiev, Christos Anastopoulos, T. Andeen, John Kenneth Anders, Adam Campbell Anderson, A. Andreazza, Stylianos Angelidakis, Aaron Angerami, Alexey Anisenkov, Alberto Annovi, C. Antel, Egor Antipov, Mario Antonelli, Fabio Anulli, Masato Aoki, Takumi Aoki, M. A. Aparo, L. Aperio Bella, Christian Appelt, Aram Apyan, Sergio Javier Arbiol Val, C. Arcangeletti, Ayana Tamu Arce, J-F. Arguin, Spyros Argyropoulos, Jan-Hendrik Arling, Olivier Arnaez, Hannah Arnold, Giacomo Artoni, H. Asada, Kanae Asai, Shoji Asai, Nedaa Alexandra Asbah, Rachel Amy Ashby Pickering, Asim Mohammed Aslam, Ketevi Adikle Assamagan, Robert Astalos, Sten Astrand, Rose Atashi, Ryan Justin Atkin, Hicham Atmani, Prachi Atmasiddha, K. Augsten, Adrien Auriol, Volker Andreas Austrup, Giuseppe Avolio, Konstantinos Axiotis, Georges Azuelos, Dominik Babal, Henri Bachacou, Konstantinos Bachas, Alexander Bachiu, Erik Bachmann, M. J. Backes, Anthony Badea, Tamas Marton Baer, Paolo Bagnaia, Marzieh Bahmani, Daniel Bahner, K. Bai, John Baines, Luke Baines, Keith Baker, Evelin Bakos, Debottam Bakshi Gupta, Luiz Eduardo Balabram Filho, Veena Balakrishnan, R. Balasubramanian, Evgenii Baldin, Petr Balek, Eric Ballabene, Fabrice Balli, Lisa Marie Baltes, William Keaton Balunas, Johannes Balz, Isaac Bamwidhi, Elzbieta Banas, Marilena Bandieramonte, Anjishnu Bandyopadhyay, Shubham Bansal, Liron Barak, M. Barakat, E. L. Barberio, D. Barberis, Marlon Benoit Barbero, Marten Zefanja Barel, Teresa Barillari, Martin Barisits, Tim Barklow, Petr Baron, Diego Baron, Toni Baroncelli, Alan Barr, Jackson Barr, Fernando Barreiro, J. Barreiro Guimarães da Costa, Maura Barros, S. Barsov, Falk Bartels, Rainer Bartoldus, Adam Edward Barton, P. Bartos, Alexander Basan, Marta Baselga Bacardit, Sima Bashiri, Ahmed Bassalat, Matthew Joseph Basso, Susan Bataju, Russell Bate, Richard Bates, Souad Batlamous, M. Battaglia, Daariimaa Battulga, M. Bauce, Michael Bauer, Patrick Bauer, Lukas Bayer, Tomas Bazzano, J. B. Beacham, Tristan Beau, Jean Yves Beaucamp, Pierre-Hugues Beauchemin, Philip Bechtle, Hans Peter Beck, Kathrin Becker, Andrew Beddall, Vadim Bednyakov, Chris Bee, Lars Beemster, M. Begalli, Michael Begel, Janna Katharina Behr, J. F. Beirer, Florian Beisiegel, M. Belfkir, Gideon Bella, Lorenzo Bellagamba, Alain Bellerive, Panagiotis Bellos, K. Beloborodov, Driss Benchekroun, Fatima Bendebba, Yan Benhammou, Kees Benkendorfer, Lydia Audrey Beresford, M. Beretta, E. Bergeaas Kuutmann, Nicolas Berger, Benedikt Ludwig Bergmann, Juerg Beringer, Gregorio Bernardi, Catrin Bernius, Florian Urs Bernlochner, F. Bernon, Adrian Berrocal Guardia, Tracey Berry, Peter Berta, Anne-Sophie Berthold, Siegfried Bethke, A. Betti, Adrian Bevan, Naman Kumar Bhalla, Shudhashil Bharthuar, S. Bhatta, Deb Sankar Bhattacharya, P. Bhattarai, Zubair Bhatti, Kartik Deepak Bhide, V. Bhopatkar, Riccardo Maria Bianchi, Gianluca Bianco, O. Biebel, Michela Biglietti, Sully Billingsley, Yassine Bimgdi, Marcello Bindi, Anna Bingham, Ahmet Bingul, C. Bini, Gareth Adam Bird, Mattias Birman, Marek Biros, Stanislav Biryukov, Tobias Bisanz, Emanuele Bisceglie, J. P. Biswal, Diptaparna Biswas, Ingo Bloch, Andrew James Blue, Ulla Blumenschein, Julian Blumenthal, Viktor Bobrovnikov, Michael Boehler, Burkhard Bohm, D. Bogavac, A. G. Bogdanchikov, Laura Boggia, Véronique Boisvert, Petar Bokan, T. Bołd, M. Bomben, Marcella Bona, Maarten Boonekamp, Albert Gyorgy Borbely, Iurii Bordulev, Guennadi Borissov, Daniela Bortoletto, Davide Boscherini, M. Bosman, Khalil Bouaouda, N. Bouchhar, Leo Boudet, Joseph Boudreau, E. V. Bouhova-Thacker, Djamel Eddine Boumediene, R. Bouquet, Antonio Boveia, J. Boyd, Diallo Boye, Igor Boyko, Leon Bozianu, J. Braciník, Nihal Brahimi, Gerhard Immanuel Brandt, Oleg Brandt, Benjamin Paul Brau, J. E. Brau, R. Brener, Lydia Brenner, Richard Brenner, S. Bressler, Greta Brianti, D. Britton, Daniel Britzger, Ian Brock, Raymond Brock, Gustaaf Brooijmans, Jammel Brooks, Ethan Michael Brooks, E. Brost, Leesa Brown, Laura Elaine Bruce, Tim Lukas Bruckler, Pawel Bruckman De Renstrom, Ben Bruers, Alessia Bruni, Graziano Bruni, David Brunner, Marco Bruschi, N. Bruscino, Trygve Buanes, Quentin Buat, D. Buchin, Andy Buckley, Oleg Bulekov, Brendon Bullard, Sergey Burdin, C. D. Burgard, Angela Maria Burger, Blake Oliver Burghgrave, Oleksandr Burlayenko, Jared Dynes Burleson, J. T. P. Burr, J. C. Burzynski, Elena Laura Busch, Volker Buescher, Peter John Bussey, John Mark Butler, Craig Macleod Buttar, J. M. Butterworth, W. Buttinger, Carlos Josue Buxo Vazquez, Alexey Buzykaev, Susana Cabrera Urban, Luca Cadamuro, Davide Caforio, H. Cai, Yuchen Cai, Yizhou Cai, V. M. M. Cairo, Orhan Cakir, Noemi Calace, Paolo Calafiura, Giovanni Calderini, Philippe Calfayan, Giuseppe Callea, Luiz Pereira Calôba, David Calvet, S. Calvet, Reina Coromoto Camacho Toro, Stefano Camarda, Daniel Camarero Munoz, P. Camarri, Maria Teresa Camerlingo, D. Cameron, Clement Camincher, Mario Campanelli, Alessandra Camplani, V. Canale, Ali Can Canbay, Enzo Canonero, Josu Cantero Garcia, Yumeng Cao, Francesca Capocasa, Marcella Capua, Antonio Carbone, Roberto Cardarelli, Juan Carlos Cardenas Jr, Michael Patrick Cardiff, Giovandomenico Carducci, T. Carli, Giampaolo Carlino, Juan Ignacio Carlotto, Ben Carlson, Evan Michael Carlson, J. Carmignani, L. Carminati, Alberto Carnelli, M. Carnesale, Sascha Caron, Edson Carquin Lopez, Isabel Beth Carr, Sonia Carra, G. Carratta, Anthony Maurel Carroll, Maria del Pilar Casado Lechuga, M. Caspar, Florencia Luciana Castillo, Lucia Castillo Garcia, V. Castillo Gimenez, Nuno Castro, Andrea Catinaccio, J. R. Catmore, Tom Cavaliere, V. Cavaliere, Laura Juliana Caviedes Betancourt, Yusuf Can Cekmecelioglu, Emre Celebi, Sofia Cella, Vilius Cepaitis, Karel Cerny, A. S. Cerqueira, Alex Cerri, L. Cerrito, F. Cerutti, Beatrice Cervato, Alberto Cervelli, Gianmario Cesarini, S. A. Çetin, Paul Mickael Chabrillat, Jay Chan, W. Y. Chan, J. D. Chapman, Emilien Chapon, Bakar Chargeishvili, Dave Charlton, Chainika Chauhan, Yimin Che, Sergei Chekanov, Sergey Chekulaev, G Shelkov, Boping Chen, Charlie Chen, H. Chen, Hucheng Chen, Jing Chen, Jiayi Chen, Maggie Chen, S. Chen, Shenjian Chen, Xiang Chen, Xin Chen, Alkaid Cheng, Hok Chuen Tom Cheng, S. Cheong, Alexander Cheplakov, E. Cheremushkina, Elizaveta Cherepanova, Rajaa Cherkaoui, Elliott Cheu, Kingman Cheung, Laurent Chevalier, Vitaliano Chiarella, G. Chiarelli, N. Chiedde, Gabriele Chiodini, Andrew Stephen Chisholm, Adrian Chitan, M. Chitishvili, Mihail Chizhov, Kyungeon Choi, Y. Chou, Edwin Chow, Michael Kwok Lam Chu, M. C. Chu, X. Chu, Zaza Chubinidze, J. Chudoba, Janusz Chwastowski, Davide Cieri, Krzysztof Ciesla, Vladimir Cindro, Alessandra Ciocio, Francesco Cirotto, Zvi Citron, Mauro Citterio, Dan Andrei Ciubotaru, Allan Clark, Philip Clark, Noah Clarke Hall, Cameron Clarry, S. E. Clawson, C. Clément, Y. Coadou, Marina Cobal, Andrea Coccaro, R. F. Coelho Barrue, Rafael Coelho Lopes de Sa, S. Coelli, Luca Sesto Colangeli, Brian Andrew Cole, Pablo Collado Soto, Johann Collot, Patricia Conde Muino, Matt Connell, Simon Connell, Eimear Isobel Conroy, Francesco Conventi, H. G. Cooke, Amanda Sarkar, Federico Andrea Corchia, Artur Cordeiro Oudot Choi, Louie Dartmoor Corpe, Massimo Corradi, Francois Corriveau, Arely Cortes-Gonzalez, Maria Jose Costa Mezquita, Francesco Costanza, D. Costanzo, B. M. Cote, Jeremy Couthures, Glen Cowan, K. Cranmer, Lucas Cremer, D. Cremonini, Sabine Crepe-Renaudin, Francesco Crescioli, Markus Cristinziani, Marco Cristoforetti, V. Croft, Jacob Edwin Crosby, Nanni Crosetti, Ana Rosario Cueto Gomez, H. Cui, Maxwell Cui, W. R. Cunningham, Francesco Curcio, Jennifer Rachel Curran, Patrick Karl Czodrowski, Mario Jose Sousa, J. V. Da Fonseca Pinto, Cinzia Da Via, Wladyslaw Dabrowski, Tomas Dado, Salah-Eddine Dahbi, T. Dai, D. Dal Santo, Carlo Dallapiccola, M. Dam, Gabriele D'Amen, Valerio D'Amico, Johannes Frederic Damp, J. R. Dandoy, Dominik Dannheim, M. Danninger, Valerio Dao, Nanni Darbo, S. J. Das, Filippo Dattola, S. D’Auria, Antonio D'Avanzo, Tomas Davidek, Ian Dawson, Henry Day-Hall, Kaushik De, Carolina De Almeida Rossi, R. De Asmundis, Nicola De Biase, Stefano De Castro, Nicolo De Groot, Paul de Jong, Hector De La Torre Perez, Antonio De Maria, Alessandro De Salvo, U. De Sanctis, F. De Santis, A. De Santo, Jean-Baptiste De Vivie De Regie, Jernej Debevc, Dmitri Dedovich, J. Degens, Allison Mccarn Deiana, J. Del Peso, L. Delagrange, Frederic Deliot, Chris Malena Delitzsch, M. Della Pietra, Domenico Della Volpe, Andrea Dell'Acqua, L. Dell’Asta, Marco Delmastro, Claudia Caterina Delogu, Pierre Antoine Delsart, Sarah Marie Demers, Mikhail Demichev, S. P. Denisov, Haluk Denizli, Louis D'Eramo, Dominik Karol Derendarz, Frederic Derue, Paul Dervan, Klaus Desch, Christopher Deutsch, Francesco Armando Di Bello, Anna Di Ciaccio, Lucia Di Ciaccio, Antonio Di Domenico, Camilla Di Donato, Alessandro Di Girolamo, G. Di Gregorio, Andrea Di Luca, Biagio Di Micco, R. Di Nardo, Karri Folan Di Petrillo, M. Diamantopoulou, Flavia De Almeida Dias, Tiago Vale, Marco Aurelio Diaz Gutierrez, Alisa Romanovna Didenko, Mariia Didenko, Edward Diehl, Sergio Diez Cornell, Carmen Diez Pardos, Christina Dimitriadi, Aleksandra Dimitrievska, Aman Dimri, J. Dingfelder, Thomas Benjamin Dingley, Ioan-Mihail Dinu, Sebastian Dittmeier, Fido Dittus, Martin Divisek, Bhupesh Dixit, Farès Djama, T. Djobava, Caterina Doglioni, Adriana Dohnalova, Zdenek Dolezal, Karolina Domijan, Kristin Dona, Marisilvia Donadelli, Binbin Dong, Julien Noce Donini, Adelina D'Onofrio, Monica D'Onofrio, Jens Dopke, Alessandra Doria, N. Dos Santos Fernandes, Patrick Dougan, Maria Teresa Dova, Tony Doyle, Maxence Draguet, Matthias Peter Drescher, Etienne Dreyer, Ioannis Drivas-Koulouris, Matthew Drnevich, Mariia Drozdova, Dongshuo Du, Tristan Arnoldus Du Pree, Filipp Dubinin, M. Dubovsky, Ehud Duchovni, Guenter Duckeck, Philippa Kathryn Duckett, O. A. Ducu, D. 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Goblirsch-Kolb, Benedikt Gocke, Dominique Godin, Berare Gokturk, S. Goldfarb, Tobias Golling, Mpho Gift Doctor Gololo, Dmitry Golubkov, Jason Peter Gombas, Agostinho Da Silva Gomes, Gabriel Gomes, Antonio Jesus Gomez Delegido, R. Gonçalo, Laura Gonella, Alexi Gongadze, Francesco Gonnella, Julia Lynne Gonski, R. Y. González Andana, Santiago Gonzalez De La Hoz, Ricardo Gonzalez Lopez, Cesar Gonzalez Renteria, Marcus Vinicius Gonzalez Rodrigues, R. Gonzalez Suarez, Sergio Gonzalez Sevilla, L. Goossens, Benedetto Gorini, Edoardo Gorini, Andrej Gorisek, Thomas Christopher Gosart, Al Goshaw, Mikhail Gostkin, Soumyananda Goswami, Carlo Alberto Gottardo, Stefanie Andrea Gotz, M. Gouighri, Anna Goussiou, N. Govender, Radoslaw Piotr Grabarczyk, Iwona Grabowska-Bold, Kevin Robert Graham, Eirik Gramstad, S. Grancagnolo, Charles Michael Grant, Paul Gravila, Francesco Giuseppe Gravili, Heather Gray, Matteo Greco, M. J. 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Johns, Jacob Johnson, Fiona Ann Jolly, Dominic Jones, Eleanor Jones, Kyle Scott Jones, P. Jones, Roger Jones, T. J. Jones, Hans Ludwig Joos, Roshan Joshi, Jelena Jovicevic, Xiangyang Ju, Johannes Junggeburth, T. Junkermann, Aurelio Juste Rozas, Monika Katarzyna Juzek, Sonia Kabana, Anna Kaczmarska, Marumi Kado, Harris Kagan, Michael Kagan, Abraham Kahn, Christian Kahra, Toshiaki Kaji, Enrique Kajomovitz Must, Nilotpal Kakati, Ilia Kalaitzidou, N. J. Kang, Deepak Kar, Kla Karava, Efstathios Karentzos, O. Karkout, S. N. Karpov, Zoya Karpova, V. Kartvelishvili, Andrey Karyukhin, Eirini Kasimi, J. Katzy, S. Kaur, Kentaro Kawade, Mayuri Prabhakar Kawale, Chihiro Kawamoto, Tatsuo Kawamoto, Ellis Kay, Colette Kaya, Stergios Kazakos, V. F. Kazanin, Yan Ke, James Keaveney, Richard Keeler, Gustavs Kehris, J. S. Keller, Jacob Julian Kempster, Oldrich Kepka, Justin Kerr, Benjamin Philip Kerridge, B. P. Kerševan, Lucia Keszeghova, Raees Ahmad Khan, Alexander Khanov, Alexey Kharlamov, T. Kharlamova, Elham Khoda, Marina Kholodenko, T. J. Khoo, Gia Khoriauli, J. Khubua, Yahya A. R. Khwaira, Beatty Kibirige, Doyeong Kim, Dongwon Kim, Young-Kee Kim, Naoki Kimura, Matthew Kevin Kingston, Andreas Kirchhoff, C. Kirfel, Florian Kirfel, Julie Kirk, Andrei Kiryunin, Sayuka Kita, Chara Kitsaki, Oleh Kivernyk, Martin Klassen, Christoph Thomas Klein, Lucas Klein, Matthew Henry Klein, S. B. Klein, Uta Klein, Alexei Klimentov, Tatiana Klioutchnikova, Peter Kluit, Stefan Kluth, Emmerich Kneringer, Timothy Michael Knight, Andrea Helen Knue, D. Kobylianskii, Simon Florian Koch, Martin Kocian, Peter Kodys, Daniela Kock, Philipp Thomas Konig, Thomas Koffas, Orcun Kolay, Iro Koletsou, Tomas Komarek, Karsten Koeneke, Albert Kong, T. Kono, Nikolaos Konstantinidis, P. Kontaxakis, Balazs Konya, R. Kopeliansky, S. Koperny, Krzysztof Marian Korcyl, Kostas Kordas, Andreas Korn, Steffen Korn, Ilya Korolkov, N. Korotkova, Bryan Kortman, Oliver Kortner, S. Kortner, Will Kostecka, Vadim Kostyukhin, Anastasia Kotsokechagia, Ashutosh Kotwal, Aimilianos Koulouris, Athina Kourkoumeli-Charalampidi, C. Kourkoumelis, E. Kourlitis, O. Kovanda, Bob Kowalewski, Witold Kozanecki, Anatoli Kozhin, Viktor Kramarenko, Gregor Kramberger, Peter Kramer, Mieczyslaw Witold Krasny, A. Krasznahorkay, Arthur Charles Kraus, Johanna Wanda Kraus, Jakub Kremer, Tom Kresse, Lukas Kretschmann, Jan Kretzschmar, K. Kreul, P. Krieger, Karol Krizka, Kevin Alexander Kroeninger, Hubert Kroha, J. Kroll, Ira Joseph Kroll, K. S. Krowpman, Uladzimir Kruchonak, Hans Krueger, Nils Erik Krumnack, Mark Kruse, Olesia Kuchinskaia, Sinan Kuday, Susanne Kuehn, Roman Kusters, T. Kuhl, V. Kukhtin, Yuri Koultchitski, Serguei Kuleshov, Mukesh Kumar, N. Kumari, P. Kumari, Alexander Kupco, T. Kupfer, Andrey Kupich, Oleg Kuprash, Hisaya Kurashige, L. L. Kurchaninov, Oleksii Kurdysh, Yurii Kurochkin, Anastasia Kurova, M. Kuze, Audrey Katherine Kvam, Jiri Kvita, Nicholas Kyriacou, L. A. O. Laatu, Carlos Lacasta Llacer, Francesco Lacava, Heiko Markus Lacker, Didier Lacour, Nisha Nareshbhai Lad, Evgueni Ladygin, Arthur Lafarge, Bertrand Laforge, T. Lagouri, Fatima Zahra Lahbabi, Stan Lai, Joseph Earl Lambert, S. Lammers, W. Lampl, Christos Lampoudis, Georgios Lamprinoudis, Alec Lancaster, E. Lançon, Ulrich Landgraf, Murrough Landon, Valerie Lang, Oda Kristin Berg Langrekken, Andrew James Lankford, F. Lanni, Kerstin Lantzsch, Agostino Lanza, Marta Lanzac Berrocal, Jean-Francois Laporte, Tommaso Lari, Federico Lasagni Manghi, M. Lassnig, Vera Latonova, Sean Dean Lawlor, Zak Lawrence, Roxani Lazaridou, Massimo Lazzaroni, Hieu Le, Elise Maria Le Boulicaut Ennis, Luc Tomas Le Pottier, Blaz Leban, Matt LeBlanc, Fabienne Ledroit, Shih-Chang Lee, T. F. Lee, Lerothodi Leonard Leeuw, Michel Lefebvre, Charles Leggett, Giovanna Lehmann Miotto, Matthew Leigh, W. A. Leight, W. Leinonen, Antonios Leisos, Marco Lisboa Leite, Clara Elisabeth Leitgeb, R. Leitner, Katharine Leney, Tatjana Lenz, S. Leone, Christos Leonidopoulos, Alexander Leopold, Jeremie Harmond Lepage Bourbonnais, R. Les, Christopher Lester, Mikhail Levchenko, Jessica Leveque, Lorne Levinson, Giacomo Levrini, M. P. Lewicki, Charles Lewis, D. J. Lewis, Lucy Lewitt, Ang Li, Bing Li, Changqiao Li, Changqiao Li, Heng Li, Han Li, Huanguo Li, H. Li, Haifeng Li, Jialin Li, Ke Li, Liang Li, Runze Li, S. Li, Shu Li, Tong Li, Xingguo Li, Z. Li, Zhan Li, Zhijie Li, Shiyi Liang, Z. Liang, Marianna Liberatore, Barbara Liberti, Ki Lie, J. Lieber Marin, Hsuan-Chu Lien, Hui-Chi Lin, Lars Linden, R. E. Lindley, Jack Lindon, Jerry Ling, E. Lipeles, Anna Lipniacka, Alison Lister, Jared Little, Bo Liu, Bingxuan Liu, Danning Liu, Eric Hsien Lung Liu, Jesse Liu, Kang Liu, K. Liu, Minghui Liu, Mingyi Liu, Peilian Liu, Qibin Liu, Xiaotian Liu, Xinyan Liu, Yang Liu, Y. Liu, Y. W. Liu, S. L. Lloyd, Ewelina Maria Lobodzinska, P. Loch, Eesha Lodhi, T. Lohse, Kristin Lohwasser, Eleonora Loiacono, J. D. Lomas, Jonathan Long, Iacopo Longarini, R. Longo, Alvaro Lopez Solis, Nicholas Albert Lopez-Canelas, Narei Lorenzo Martinez, Alexander Lory, M. Losada, Gianna Loeschcke Centeno, Olesia Loseva, X. Lou, Xinchou Lou, Abdenour Lounis, P. A. Love, Gangcheng Lu, M. Lu, Sicong Lu, Yun-Ju Lu, Henry Lubatti, Claudio Luci, Fabio Lucio Lucio Alves, F. Luehring, Benjamin Sterling Lunday, O. Lundberg, Bengt Lund-Jensen, N. A. Luongo, Margaret Lutz, Adam Brayton Lux, David Lynn, Roman Lysak, Else Lytken, Vladimir Lyubushkin, Tatiana Lyubushkina, Mars Lyukova, Firdaus Soberi, Hong Ma, K. Ma, Lianliang Ma, Wenhao Ma, Yanhui Ma, Jack Macdonald, Paulo Cesar Machado De Abreu Farias, R. Madar, T. Madula, Junpei Maeda, Tadashi Maeno, Pedro Takisa Mafa, Helen Ruth Maguire, Vera Maiboroda, Amelia Maio, Klaudia Maj, Oliver Majersky, Stephanie Majewski, Ramdas Makhmanazarov, Nikola Makovec, Veljko Maksimovic, Bogdan Malaescu, Pawel Malecki, Victor Maleev, Fairouz Malek, M. Mali, Davide Malito, Usha Mallik, S. Maltezos, Sergey Malyukov, Judita Mamuzic, Giada Mancini, Maya Nicole Mancini, Giulia Manco, J. P. Mandalia, Shaadil Shah Mandarry, Igor Mandic, Luciano Manhaes De Andrade Filho, Ioannis Michail Maniatis, J. Manjarrés Ramos, Dvij Mankad, Alexander Mann, Stefano Manzoni, Lining Mao, Xola Gugulethu Mapekula, Alexandros Marantis, Giovanni Marchiori, Michal Marcisovsky, Caterina Marcon, Mihaela Marinescu, Sadia Marium, Marija Marjanovic, Ahmed Markhoos, Mathieu Markovitch, Matthew Kenneth Maroun, Emma Marshall, З. Маршалл, Salvador Marti I Garcia, Juliette Martin, Tim Martin, Victoria Martin, Bertrand Martin Dit Latour, L. Martinelli, Mario Martinez-Perez, P. Martinez Agullo, Verena Ingrid Martinez Outschoorn, Paula Martinez Suarez, Stewart Martin-Haugh, Gabriela Martinovicova, Sorin Martoiu, Alex Christopher Martynwood, A. Marzin, Daniela Mascione, Lucia Masetti, Jiri Masik, Alexei Maslennikov, Sylvia Louise Mason, Paolo Massarotti, P. Mastrandrea, Anna Mastroberardino, Tatsuya Masubuchi, Timothy Thankachen Mathew, J. Matoušek, Donna Maria Mattern, J. Maurer, Théo Maurin, Arnaud Jean Maury, B. Maček, D. A. Maximov, Alexander May, Eva Mayer, R. Mazini, Ioannis Maznas, Maria Mazza, Simone Michele Mazza, Elena Mazzeo, John Patrick Mc Gowan, Shawn Mc Kee, C. McLean, Callum Mccracken, Millie Mcdonald, Ashley Ellen Mcdougall, Luke Francis Mcelhinney, Josh Mcfayden, Bobby Mc Govern, Ryan Peter Mckenzie, Thomas Christopher Mclachlan, Donal Joseph Mclaughlin, Steve Mcmahon, Conor Mcpartland, Rob Mcpherson, Sascha Mehlhase, Andrew Mehta, Davide Melini, Bruce Mellado Garcia, Andres Hugo Melo, Federico Meloni, Antonio Manuel Mendes Jacques Da Costa, Huan Yu Meng, Lingxin Meng, Sven Menke, M. Mentink, Evelin Meoni, Gretel Mercado, S. Merianos, C. Merlassino, Chiara Meroni, J. Metcalfe, Alaettin Serhan Mete, Emanuel Meuser, Chris Meyer, Jean-Pierre Meyer, R. P. Middleton, Liza Mijovic, George Mikenberg, Marcela Mikestikova, Marko Mikuz, Hannes Mildner, Adriana Milic, D. W. Miller, Eric Haynes Miller, Laura Stephanie Miller, Alexander Milov, David Anthony Milstead, Tianjue Min, Andrei Minaenko, Irakli Minashvili, Allen Irving Mincer, B. Mindur, M. Mineev, Yuya Mino, Lluisa Maria Mir Martinez, Marcos Miralles Lopez, M. Mironova, Marion Missio, Ankush Mitra, V. A. Mitsou, Y. Mitsumori, Ovidiu Miu, Paul Miyagawa, T. Mkrtchyan, Marin Mlinarevic, Toni Mlinarevic, Michaela Mlynarikova, Silke Mobius, P. Mogg, M. H. Mohamed Farook, Abdualazem Fadol Mohammed, Soumya Mohapatra, Saad Mohiuddin, Gaogalalwe Mokgatitswane, Luca Moleri, Buddhadeb Mondal, Santu Mondal, K. Mönig, Emmanuel Monnier, Luis Monsonis Romero, J. Montejo Berlingen, Alessandro Montella, Marco Montella, Federico Montereali, F. Monticelli, Simone Monzani, Arnau Morancho Tarda, Nicolas Morange, Ana Luisa Moreira De Carvalho, Maria Moreno Llacer, Carlos Moreno Martinez, Juan Manuel Moreno Perez, P. Morettini, S. Morgenstern, Masahiro Morii, M. Morinaga, Manabu Moritsu, Federico Morodei, P. Moschovakos, Brian Moser, Maia Mosidze, Tetiana Moskalets, Polina Moskvitina, Joshua Moss, Piotr Moszkowicz, Abdelilah Moussa, Yftach Moyal, Edward Moyse, O. Mtintsilana, Steve Muanza, James Alfred Mueller, R. Müller, Geoffrey Mullier, Anna Jane Mullin, Joseph Mullin, Alexis Elizabeth Mulski, Davide Mungo, David Munoz Perez, Francisca Munoz Sanchez, Martin Murin, Bill Murray, M. Muškinja, Chilufya Mwewa, Alexei Myagkov, A. J. Myers, Greg Myers, Miroslav Myska, Ben Nachman, K. Nagai, K. Nagano, Ren Nagasaka, James Lawrence Nagle, Elemer Nagy, Armin Nairz, Yu Nakahama Higuchi, K. Nakamura, Keerthi Nakkalil, Hajime Nanjo, Easwar Anand Narayanan, Yoshifumi Narukawa, Iurii Naryshkin, Laura Nasella, Salah Nasri, Christian Nass, Gabriela Alejandra Navarro, Josep Navarro Gonzalez, Abdullah Nayaz, Polina Nechaeva, Serafima Nechaeva, Filip Nechansky, Luka Nedic, Thomas James Neep, Andrea Negri, Matteo Negrini, Clara Nellist, Christina Nelson, Kevin Michael Nelson, Stanislav Nemecek, Marzio Nessi, M. S. Neubauer, Friedemann Neuhaus, Joshua Newell, Paul Richard Newman, Y. W. Y. Ng, Badr-Eddine Ngair, Hoang Dai Nghia Nguyen, Richard Nickerson, R. Nicolaidou, Jason Nielsen, M. Niemeyer, Joana Niermann, N. Nikiforou, Vladimir Nikolaenko, Irena Nikolic, Paul Nilsson, I. Ninca, Gadi Ninio, Aleandro Nisati, Nishu Nishu, R. Nisius, N. Nitika, Jan-Eric Nitschke, Edward Khomotso Nkadimeng, Takuya Nobe, Thomas Nommensen, Mitch Norfolk, Bryce John Norman, Meryem Noury, Jakob Novak, T. Novák, Radek Novotny, Libor Nozka, Kostas Ntekas, Natanael Nunes de Moura, J. Ocariz, Atsuhiko Ochi, Inês Ochoa, Serhat Ördek, Jan Tuzlic Offermann, Agnieszka Ewa Ogrodnik, Alexander Oh, Christian Ohm, H. Oide, Reiyo Oishi, Martina Laura Ojeda, Yasuyuki Okumura, L. F. Oleiro Seabra, Ivan Oleksiyuk, Sebastian Andres Olivares Pino, Gabriel Oliveira Correa, Denis Oliveira Damazio, Jason Oliver, Ogul Oncel, Aaron Paul O'Neill, Antonio Onofre, P. U. E. Onyisi, Mark Oreglia, Domizia Orestano, Robert Orr, Lauren Melissa Osojnak, Yuya Osumi, Gustavo Otero Y Garzon, H. Otono, Gregory James Ottino, M. Ouchrif, Farid Ould-Saada, Tatiana Ovsiannikova, Mark Andrew Owen, Rhys Edward Owen, Erkcan Özcan, Ferhat Ozturk, Nurcan Ozturk, S. Ozturk, Holly Pacey, K. Pachal, Andreu Pacheco Pages, C. Padilla Aranda, Giovanni Padovano, Simone Pagan Griso, Gabriel David Palacino Caviedes, Alessandra Palazzo, Jonathan Pampel, Jingjing Pan, Tong Pan, Dev Panchal, Carlo Pandini, William Panduro Vazquez, Hitarthi Deepak Pandya, Hao Pang, P. Pani, G. Panizzo, Lata Panwar, L. Paolozzi, Santosh Parajuli, Alexander Paramonov, C. Paraskevopoulos, Daniela Katherinne Paredes Hernandez, Andrea Pareti, Ki Ryeong Park, Tae Hyoun Park, Fabrizio Parodi, J. A. Parsons, U. Parzefall, Bruna Pascual, L. Pascual Dominguez, Enrico Pasqualucci, Stefano Passaggio, Francesca Pastore, Pragati Patel, Utsav Mukesh Patel, Jo Pater, T. Pauly, Franciszek Pauwels, Camila Pazos, Maiken Pedersen, Rute Pedro, Sergey Peleganchuk, Ondrej Penc, Emily Alexandra Pender, S. Peng, Gregory Douglas Penn, K. E. Penski, Maksim Penzin, B. S. Peralva, Ana Peixoto, L. Pereira Sanchez, Dennis Perepelitsa, G. Shani Nimeshika Perera, Estel Perez Codina, M. Perganti, Heinz Pernegger, S. Perrella, Oceane Perrin, Krisztian Peters, R. F. Y. Peters, Brian Petersen, T. C. Petersen, Elisabeth Petit, Vlasios Petousis, Chariclia Petridou, Tadeas Petru, Alexey Petrukhin, M. Pettee, Aleksandr Petukhov, Kristina Mihule, Raquel Pezoa Rivera, Lorenzo Pezzotti, Gianantonio Pezzullo, Lukas Pfaffenbichler, Alexander J Pfleger, T. M. Pham, Joni Pham, Peter Phillips, G. Piacquadio, Elisabetta Pianori, F. Piazza, Ricardo Piegaia, Dorel Pietreanu, Andrew Pilkington, Michele Pinamonti, James Pinfold, Beatriz Pereira, Joaquim Pinol Bel, Andres Eloy Pinto Pinoargote, L. Pintucci, Katie Piper, Antti Pirttikoski, D. A. Pizzi, Luca Pizzimento, Tilman Plehn, Marc-Andre Pleier, V. Pleskot, Elena Plotnikova, Gitanjali Poddar, Ruth Pöttgen, Luc Poggioli, Stanislav Polacek, Giacomo Polesello, Anne-Luise Poley, Alessandro Polini, Chris Pollard, Zachary Pollock, Elena Pompa Pacchi, Nikita Ivvan Pond, Daniil Ponomarenko, Ludovico Pontecorvo, Ştefan Popa, G. A. Popeneciu, Aleksandra Poreba, Dilia Maria Portillo Quintero, S. Pospı́šil, Michael Antony Postill, P. Postolache, Karolos Potamianos, Patrycja Anna Potepa, I. N. Potrap, Tina Potter, H. Potti, Ximo Poveda Torres, Eukeni Pozo Astigarraga, Alberto Prades Ibanez, Jose Pretel, Darren Price, M. Primavera, Lorenzo Primomo, M. A. Principe Martin, Radek Privara, Tomasz Procter, Mason Proffitt, Nadezhda Proklova, Kirill Prokofiev, Giorgia Proto, Jimmy Proudfoot, Mariusz Przybycien, Witold Wojciech Przygoda, Andreas Psallidas, Joshua Eldon Puddefoot, Dennis Pudzha, Diana Pyatiizbyantseva, J. Qian, Rongqian Qian, Qichen Dong, Quake Qin, T. Qiu, Arnulf Quadt, Michaela Queitsch-Maitland, Guillaume Quétant, R. P. Quinn, Gabriel Rabanal Bolanos, Dimbiniaina Rafanoharana, Fabiola Raffaeli, Francesco Ragusa, Lacey Rainbolt, John Andrew Raine, Srini Rajagopalan, Ekaterina Ramakoti, Lucrezia Rambelli, Ian Alejandro Ramirez-Berend, Kunlin Ran, Dylan Sheldon Rankin, Phuti Rapheeha, H. Rasheed, V. Raskina, Damir Fabrice Rassloff, Angira Rastogi, S. Rave, Simone Ravera, Baptiste Ravina, Ilia Ravinovich, M. Raymond, Alexander Lincoln Read, Nathan Peter Readioff, Daniela Rebuzzi, Alice Reed, Kendall Reeves, J. A. Reidelsturz, David Reikher, Amartya Rej, Christoph Rembser, Haoquan Ren, Michele Renda, F. Renner, Adam Rennie, Alberto Rescia, Silvia Resconi, Martina Ressegotti, S. Rettie, William Rettie, Jose Gabriel Reyes Rivera, Elliot Reynolds, Olga Rezanova, Pavel Reznicek, Hanane Riani, Neza Ribaric, Ester Ricci, R. Richter, Stefan Richter, Elzbieta Richter-Was, Melissa Ridel, Selaiman Ridouani, P. Rieck, Petra Riedler, Ellen Maria Riefel, Oliver Rieger, Michael Rijssenbeek, Marco Rimoldi, L. Rinaldi, Philipp Rincke, Giulia Ripellino, Imma Riu, Juan Cristobal Rivera Vergara, Flera Rizatdinova, Eram Syed Rizvi, Ryan Roberts, Sam Roberts, D. Robinson, Maria Robles Manzano, Aidan Robson, Alessandro Rocchi, C. Roda, S. Rodriguez Bosca, Yohany Rodriguez Garcia, Ana Maria Rodriguez Vera, Shaun Roe, Jonas Till Roemer, Ole Rohne, Christophe Roland, Jennifer Roloff, Anatoli Romaniouk, Emanuele Romano, Marino Romano, A. C. Romero Hernandez, N. Rompotis, Lydia Roos, S. Rosati, Benjamin John Rosser, Eleonora Rossi, Elvira Rossi, Leonardo Rossi, Lorenzo Rossini, Rachel Christine Rosten, M. Rotaru, Benjamin Rottler, David Rousseau, D. Rousso, Sebastien Roy-Garand, Alexandre Rozanov, Zefran Rozario, Yoram Rozen, Adrian Rubio Jimenez, Victor Hugo Ruelas Rivera, T. A. Ruggeri, Alessandro Ruggiero, Arantxa Ruiz Martinez, A. Rummler, Zuzana Rurikova, N. A. Rusakovich, Heather Russell, Graziella Russo, John P Rutherfoord, Sebastian Rutherford Colmenares, Martin Rybar, Eli Baverfjord Rye, Andrey Ryzhov, Jorge Andres Sabater Iglesias, H. F-W. Sadrozinski, Francesco Safai Tehrani, S. Saha, Merve Sahinsoy, Andrej Saibel, Burhani Taher Saifuddin, Matthias Saimpert, Masahiko Saito, Tomoyuki Saito, Alessandro Sala, Dalila Salamani, Andy Salnikov, José Salt, Adrian Salvador Salas, D. Salvatore, F. Salvatore, Andreas Salzburger, D. Sammel, E. Sampson, Dimos Sampsonidis, Despoina Sampsonidou, Francisco Javier Sanchez Martinez, V. Sanchez Sebastian, Heidi Sandaker, Christian Sander, Jay Ajitbhai Sandesara, Marisa Sandhoff, Carlos Sandoval Usme, Lorenzo Sanfilippo, D. P. C. Sankey, Takane Sano, Andrea Sansoni, Lorenzo Santi, Claudio Santoni, H. Santos, Arka Santra, Elisa Sanzani, K. A. Saoucha, Joao Gentil Mendes Saraiva, Jad Mathieu Sardain, Osamu Sasaki, K. Satô, Christof Sauer, Emmanuel Sauvan, Pierre Savard, R. Sawada, Craig Sawyer, Lee Sawyer, Carla Sbarra, Antonio Sbrizzi, T. Scanlon, Jana Schaarschmidt, Uli Schaefer, R.D Schaffer, Dorothee Schaile, R. D. Schamberger, Christian Scharf, Meinrad Moritz Schefer, Valery Chtcheguelski, D. Scheirich, M. Schernau, Chris Scheulen, Carlo Schiavi, Marco Schioppa, Bastian Schlag, S. Schlenker, Jonas Schmeing, Mustafa Andre Schmidt, Kristof Schmieden, Christian Schmitt, Niklas Schmitt, Stefan Schmitt, Laurent Olivier Schoeffel, Andre Schoening, Patrick Scholer, Elisabeth Schopf, Matthias Schott, S. Schramm, Tomke Schroer, H.-C. Schultz-Coulon, Markus Schumacher, Bruce Andrew Schumm, Philippe Schune, H. R. Schwartz, Ariel Gustavo Schwartzman, Thomas Andrew Schwarz, Philippe Schwemling, R. Schwienhorst, Gianfranco Sciacca, Andrea Sciandra, Gabriella Sciolla, Fabrizio Scuri, Cristiano Sebastiani, Kevin Sedlaczek, Sally Seidel, Abraham Seiden, Blair Daniel Seidlitz, Claudia Seitz, Jose Seixas, G. Sekhniaidze, Luka Selem, Nicola Semprini Cesari, Artur Semushin, Debajyoti Sengupta, Varsha Senthilkumar, Laurent Serin, Marco Sessa, H. Severini, Federico Sforza, Anna Sfyrla, Qiyu Sha, E. Shabalina, Hayden Michael Shaddix, Aashaq Shah, Rabia Shaheen, Jeff Shahinian, Dan Shaked Renous, M. Shamim, Lianyou Shan, Marjorie Shapiro, Abhishek Sharma, Abhishek Sharma, Punit Sharma, Sppavel Shatalov, Kate Shaw, Savanna Shaw, Qiuping Shen, Damian Joseph Sheppard, Peter Sherwood, Liaoshan Shi, Xin Shi, S. Shimizu, Chase Owen Shimmin, Ian Shipsey, Shohei Shirabe, Mariya Shiyakova, M. J. Shochet, David Richard Shope, Bijay Shrestha, S. Shrestha, Irina Shreyber, Maheyer Jamshed Shroff, Petr Sicho, Anne Marie Sickles, E. Sideras Haddad, Alexandra Claire Sidley, Antonio Sidoti, Frank Siegert, Dorde Sijacki, Francisco Sili, J. M. Silva, Isabella Silva Ferreira, M. V. Silva Oliveira, S. B. Silverstein, Stefan Simion, Rosa Simoniello, Ethan Lewis Simpson, Harry Simpson, Liana Simpson, Sinem Simsek, S. Sindhu, Pekka Sinervo, Siddharth Singh, Sahibjeet Singh, S. Sinha, S. Sinha, Maximiliano Sioli, Konstantinos Sioulas, Ismet Siral, Elizaveta Sitnikova, Joergen Sjoelin, Ali Skaf, Eleni Skorda, P. Skubic, Magdalena Slawinska, Igor Slazyk, Vladimir Smakhtin, Ben Harry Smart, Serge Smirnov, Y. Smirnov, Lidia Smirnova, Oxana Smirnova, Andrew Caldon Smith, Dylan Ronald Smith, Emily Ann Smith, J. L. Smith, Matthew Bruce Smith, Rachel Emma Clarke Smith, Hendrik Smitmanns, M. Smižanská, Karel Smolek, Andrei Snesarev, Hella Snoek, S. Snyder, Randy Sobie, Abi Soffer, Carlos Solans Sanchez, Evgeny Soldatov, U. Soldevila, Sanya Solodkov, Shalu Solomon, Aleksey Soloshenko, Ksenia Solovieva, O. V. Solovyanov, Philip Sommer, Anil Sonay, W. Y. Song, Andre Sopczak, Alex Sopio, Filomena Sopkova, Josef Daniel Sorenson, I. R. Sotarriva Alvarez, Varsiha Sothilingam, Orlando Javier Soto Sandoval, Simone Sottocornola, R. Soualah, Zainab Soumaimi, David South, Nathalie Soybelman, Stefania Spagnolo, M. Spalla, Dennis Sperlich, Bernardino Spisso, Dwayne Patrick Spiteri, M. Spousta, Ezekiel Staats, Rainer Stamen, Ewa Stanecka, Weronika Stanek-Maslouska, Max Vincent Stange, Beojan Stanislaus, Marcel Stanitzki, B. Stapf, E. A. Starchenko, G. H. Stark, Jan Stark, P. Staroba, Pavel Starovoitov, Rafał Staszewski, George Stavropoulos, Andreas Stefl, P. Steinberg, Bernd Stelzer, Joerg Stelzer, Oliver Stelzer-Chilton, H. Stenzel, T. J. Stevenson, Graeme A Stewart, Joshua Ryan Stewart, Mark Stockton, Gabriel Stoicea, Marcin Stolarski, Stefan Stonjek, Arno Straessner, Jonas Strandberg, Sara Strandberg, Maren Stratmann, Mike Strauss, Thomas Strebler, Pavol Strizenec, Raimund Strohmer, David Strom, Ryszard Stroynowski, Antonia Strubig, S. A. Stucci, Bjarne Stugu, J. Stupak, N. A. Styles, Dong Su, S. Su, Claudia Su, Xiaowen Su, Daniel Suchy, Kaito Sugizaki, Vladimir Sulin, Matthew James Sullivan, D M S Sultan, Laily Sultanaliyeva, Salekh Sultanov, S. Sun, W. Sun, Olga Gudnadottir, Nairit Sur, Mark Sutton, Hisanori Suzuki, M. Svatos, Maximilian J Swiatlowski, T. Swirski, Ivan Sykora, M. Sýkora, T. Sýkora, Duc Ta, Kerstin Tackmann, Anyes Taffard, R. Tafirout, Juan Salvador Tafoya Vargas, Yosuke Takubo, M. Talby, Alexei Talyshev, Kai Chung Tam, Nadav Michael Tamir, Aoto Tanaka, Junichi Tanaka, Reisaburo Tanaka, Martino Tanasini, Z. Tao, S. Tapia Araya, Stefan Tapprogge, Ahmed Tarek, S. Tarem, Khuram Tariq, Grigore Tarna, Francesco Tartarelli, Matthias Jean Tartarin, Petr Tas, M. Taševský, Enrico Tassi, Aric Tate, Gen Tateno, Yahya Tayalati, Geoffrey Norman Taylor, W. Taylor, Anna Sophie Tegetmeier, Pedro Teixeira-Dias, Jia Jian Teoh, Koji Terashi, J. Terrón, Stefano Terzo, Marianna Testa, Richard Teuscher, Alexander Thaler, O. Theiner, Timothée Theveneaux-Pelzer, Oliver Thielmann, David William Thomas, Juergen Thomas, Emily Anne Thompson, Paul Thompson, Evelyn Jean Thomson, Rea Thornberry, Chunhao Tian, Yusong Tian, Vladimir.O Tikhomirov, Iouri Tikhonov, Sergei Timoshenko, Denys Timoshyn, Edmund Xiang Lin Ting, Paul Louis Tipton, Abraham Tishelman-Charny, Humphry Tlou, Kazuki Todome, Šárka Todorova-Nová, S. Todt, Leonardo Toffolin, Manabu Togawa, Junji Tojo, Stano Tokar, Alex Toldaiev, Grigorii Tolkachev, Makoto Tomoto, Lauren Alexandra Tompkins, Eric Torrence, Heberth Torres, E. Torró Pastor, Mariana Toscani, Cecilia Tosciri, Marc Tost, D. R. Tovey, T. Trefzger, Alessandro Tricoli, Isabel Trigger, Sophie Trincaz-Duvoid, Dominique Trischuk, Anastasiia Tropina, L. Truong, M. Trzebiński, Adam Trzupek, Fang-Ying Tsai, Meng-Ju Tsai, Angelos Tsiamis, Pavel Tsiareshka, Stergios Tsigaridas, Apostolos Tsirigotis, Vakhtang Tsiskaridze, E. G. Tskhadadze, Maria-Evanthia Tsopoulou, Yoshiaki Tsujikawa, Ilia Tsukerman, V. Tsulaia, S. Tsuno, Kimu Tsuri, Tsybychev Dmitri Tsybyshev, Y. Tu, Alexandra Tudorache, V. Tudorache, Semen Turchikhin, Ilkay Turk Cakir, Ruggero Turra, T. Turtuvshin, P. M. Tuts, Spyros Tzamarias, Eftychia Tzovara, F. Ukegawa, Pablo Augusto Ulloa Poblete, Ejiro Naomi Umaka, Guillaume Unal, Alexander Undrus, Gokhan Ünel, Josef Urban, Pedro Urrejola, Giulio Usai, Risa Ushioda, Muhammad Usman, Fuat Ustuner, Zekeriya Uysal, Vic Vacek, Brigitte Vachon, T. Vafeiadis, Andrius Vaitkus, Chrysostomos Valderanis, Eduardo Valdes Santurio, M. Valente, S. Valentinetti, Alberto Valero Biot, Enrique Valiente Moreno, A. Vallier, J. A. Valls Ferrer, Dylan Remberto Van Arneman, T. R. Van Daalen, Aaron Van Der Graaf, Hannah Van Der Schyf, Peter Van Gemmeren, M. Van Rijnbach, Samuel van Stroud, Ivo Van Vulpen, Pavel Vana, M. Vanadia, U. M. Vande Voorde, Wainer Vandelli, Evan Richard Van De Wall, Damiano Vannicola, Leonardo Vannoli, Riccardo Vari, Erich Ward Varnes, Carlo Varni, Dimitris Varouchas, Lorenzo Varriale, K. E. Varvell, M. E. Vasile, Louis Vaslin, Artem Vasyukov, Luke Martin Vaughan, Radek Vavricka, Tamara Vazquez Schroeder, Jason Robert Veatch, V. Vecchio, M. J. Veen, Philip M. Velie, Iza Veliscek, L. M. Veloce, Filipe Veloso, S. Veneziano, Andrea Ventura, Salvador Ventura Gonzalez, Andrii Verbytskyi, Monica Verducci, Christos Vergis, M. Verissimo De Araujo, W. Verkerke, J. C. Vermeulen, C. Vernieri, Makayla Vessella, Michel Joseph Vetterli, Andreas Vgenopoulos, N. Viaux Maira, T. Vickey, O. E. Vickey Boeriu, Georg Viehhauser, Luigi Vigani, Matthias Vigl, M. Villa, M. Villaplana Perez, Elena Michelle Villhauer, E. Vilucchi, M. G. Vincter, Andrea Visibile, Camilla Vittori, Iacopo Vivarelli, Elena Voevodina, Fabian Vogel, Lorenz Vogel, Johann Christoph Voigt, Petr Vokac, Yuriy Volkotrub, Eckhard Von Torne, Benedikt Vormwald, Konstantin Vorobev, Marcel Vos, Katharina Voss, Matous Vozak, L. Vozdecký, N. Vranješ, Marija Vranjes Milosavljevic, M. Vreeswijk, Ngoc Khanh Vu, Raphael Vuillermet, O. Vujinovic, Ilija Vukotic, Ishan Kiritbhai Vyas, Sayaka Wada, Cooper Wagner, Johannes Michael Wagner, W. Wagner, Shayma Wahdan, H. Wahlberg, Connor Hilton Waits, James William Walder, Rodney Walker, Wolfgang Walkowiak, Andie Wall, Erik Jakob Wallin, Tanvi Wamorkar, Alex Zeng Wang, Chen Wang, Chenliang Wang, Haichen Wang, Jiawei Wang, Peng Wang, Peng Wang, Rongkun Wang, R. Wang, S. M. Wang, S. Wang, Tao Wang, Weitao Wang, Wei Wang, X. Wang, X. Wang, Yuhao Wang, Yinmiao Wang, Zirui Wang, Z. Wang, Z. Wang, Chaowaroj Wanotayaroj, Andreas Warburton, Robert James Ward, Adam Leonard Warnerbring, N. Warrack, Sam Waterhouse, Alan Watson, H. Watson, Miriam Watson, Elliot Watton, Gordon Watts, Benedict Martin Waugh, James Maitland Webb, Christian Weber, Hannsjorg Weber, M. Weber, Sebastian Mario Weber, C. Wei, Y. Wei, Anthony Weidberg, Edison James Weik, Jens Weingarten, Christian Weiser, Craig John Wells, Torre Wenaus, Bjoern Wendland, T. Wengler, Nina Stephanie Wenke, Norbert Wermes, Martin Wessels, Andrew Mark Wharton, Aaron Stephen White, Andrew White, Martin John White, Daniel Whiteson, Lakmin Wickremasinghe, W. Wiedenmann, M. Wielers, Craig Wiglesworth, Daniel John Wilbern, Henric Wilkens, Jeremy Wilkinson, Daniel Williams, Hugh Williams, Sarah Louise Williams, S. Willocq, Benjamin James Wilson, Danielle Joan Wilson-Edwards, Philipp Windischhofer, Federico Winkel, Frank Winklmeier, Benedict Tobias Winter, Matthias Wittgen, Markus Wobisch, Thomas Wojtkowski, Zef Wolffs, Julian Wollrath, Marcin Wolter, Helmut Wolters, Marcus Clark Wong, Eleanor Luise Woodward, Steven Worm, Barbara Krystyna Wosiek, Krzysztof Wieslaw Wozniak, S. Wozniewski, Kenneth Gibb Wraight, Chonghao Wu, Minlin Wu, Mengqing Wu, Sau Lan Wu, X. Wu, Xingyu Wu, Yusheng Wu, Zhibo Wu, Jonas Würzinger, Terry Wyatt, Benjamin Michael Wynne, Stefania Xella, Ligang Xia, Mingming Xia, Mingzhe Xie, Anni Xiong, Junwen Xiong, Da Xu, Hao Xu, L. Xu, Riley Xu, T. Xu, Yue Xu, Zhongyukun Xu, R. Xu, Bruce Donald Yabsley, Sahal Yacoob, Yohei Yamaguchi, Erika Yamashita, Hiroki Yamauchi, T. Yamazaki, Yuji Yamazaki, S. Yan, Zhen Yan, Haijun Yang, Hongtao Yang, Siqi Yang, Tianyi Yang, Xiao Yang, X. Yang, Yi-Lin Yang, Yifan Yang, Wei-Ming Yao, Hua Ye, Jingbo Ye, S. Ye, Xinmeng Ye, Yoran Yeh, Ivan Yeletskikh, Beomki Yeo, Melissa Yexley, Tom Philip Yildirim, Pengqi Yin, Kohei Yorita, S. Younas, Christopher Young, Charlie Young, Nathan Young, Y. Yu, Jiarong Yuan, Man Yuan, Rui Yuan, Luzhan Yue, M. Zaazoua, Bartlomiej Henryk Zabinski, Imane Zahir, Z. K. Zak, T. Zakareishvili, S. Zambito, Jilberto Antonio Zamora Saa, J. Zang, Daniele Zanzi, Riccardo Zanzottera, Ota Zaplatilek, Christian Zeitnitz, Hao Zeng, Jiancong Zeng, Todd Zenger, Oleg Zenin, Tibor Zenis, Seth Zenz, S. Zerradi, Dirk Zerwas, Mingjie Zhai, Dengfeng Zhang, Jie Zhang, J. Zhang, Kaili Zhang, L. Zhang, Lei Zhang, Peng Zhang, R. Zhang, Sijing Zhang, T. Zhang, Xiangke Zhang, Yulei Zhang, Yuwen Ebony Zhang, Yangfan Zhang, Yixiang Zhang, Zhicai Zhang, Zhuolin Zhang, Z. Zhang, Haoran Zhao, T. Zhao, Y. Zhao, Zhengguo Zhao, Zihan Zhao, Alexey Zhemchugov, Jinchao Zheng, Kai Zheng, Xiangxuan Zheng, Z. Zheng, Dewen Zhong, Bing Zhou, Hao Zhou, Ning Zhou, Yan Zhou, Yong Zhou, You Zhou, Chengguang Zhu, Junjie Zhu, Xuliang Zhu, Y. Zhu, Yingchun Zhu, Xuai Zhuang, Konstantin Zhukov, N. I. Zimine, Joachim Zinsser, Michal Ziolkowski, L. Živković, Antonio Zoccoli, K. Zoch, Theodore Zorbas, Olga Zormpa, W. Zou, Lukasz Zwalinski · 发表于：SciPost Physics · 年份：2025 · DOI：10.21468/scipostphys.19.6.155 · 被引用次数：4 · 研究领域：Particle physics theoretical and experimental studies、Particle Detector Development and Performance、High-Energy Particle Collisions Research

The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of topologically connected cells (topo-clusters). The Bayesian neural network (BNN) approach not only yields a continuous and smooth calibration function that improves performance relative to the standard calibration but also provides uncertainties on the calibrated energies for each topo-cluster. The results obtained by using a trained BNN are compared to the standard local hadronic calibration and to a calibration provided by training a deep neural network. The uncertainties predicted by the BNN are interpreted in the context of a fractional contribution to the systematic uncertainties of the trained calibration. They are also compared to uncertainty predictions obtained from an alternative estimator employing repulsive ensembles.