Accelerating graph-based tracking tasks with symbolic regression

Autor: Nathalie Soybelman, Carlo Schiavi, Francesco A Di Bello, Eilam Gross

Publikováno v: Machine Learning: Science and Technology, Vol 5, Iss 4, p 045042 (2024)

The reconstruction of particle tracks from hits in tracking detectors is a computationally intensive task due to the large combinatorics of detector signals. Recent efforts have proven that ML techniques can be successfully applied to the tracking pr

Externí odkaz: https://doaj.org/article/7545228673d5468b8ef916c08169dd46

Search for high-mass dilepton resonances using 139 fb−1 of pp collision data collected at s=13 TeV with the ATLAS detector

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Beresford, Gabriel John Facini, Jiri Hejbal, Michel Janus, Francesco Giuseppe Gravili, Valerio Bortolotto, Ioannis Gkialas, Sheena Schier, Zirui Wang, Simon Henry Connell, Nico Giangiacomi, Borut Paul Kerševan, Laurent Serin, Yakov Petrovich Kulinich, Andreas Petridis, Sau Lan Wu, Edgar Kellermann, Andrew Chisholm, Kaushik De, Yury Ryabov, Damir Duvnjak, Dmitri Dedovich, Fido Dittus, Saskia Falke, Xuan Yang, Heling Zhu, Marcos Vinicius Silva Oliveira, Julien Maurer, Konstantin Toms, Yuri Kulchitsky, Babar Ali, Ilkay Turk Cakir, Marco Montella, Kerstin Tackmann, Jemal Khubua, Georgios Iakovidis, Alexey Ezhilov, Mariya Shiyakova, Mikhail Demichev, Rupert Leitner, Nikolai Marcel Hartmann, Chloe Gray, Samuel Dysch, Valerio D'Amico, Sigve Haug, Edward Diehl, Petr Hamal, Konstantinos Nikolopoulos, Marta Losada, Devin James Mahon, A. 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Arduh, Florian Urs Bernlochner, Matthew Henry Klein, Nadav Michael Tamir, Elizaveta Shabalina, Harry James Moss, Sanmay Ganguly, Todd Brian Huffman, Loan Truong, Ossama AbouZeid, Marcel Vreeswijk, Frederic Derue, C. Troncon, Douglas Gingrich, Ayana Arce, Timothy Barklow, Daria Zieminska, Andrei Snesarev, Elena Murielle Freundlich, Birgit Sylvia Stapf, Carsten Bittrich, Timothy Andeen, Adam Maxwell Azoulay, Andrey Minaenko, Andrew Buckley, Marumi Kado, Ahmimed Ouraou, Fred Wickens, Yoichi Ninomiya, Alessandro Ambler, Heberth Torres, Andrey Soukharev, Vanja Morisbak, Martin Rybar, Marko Mikuz, T. Maier, Theo Jean Megy, Alison Elliot, Izaac Sanderswood, Remco Castelijn, David Richard Shope, Mieczyslaw Witold Krasny, T. R. Wyatt, Mateus Vicente Barreto Pinto, Leonardo Carminati, Agni Bethani, Giancarlo Panizzo, Hans Peter Beck, Volker Buescher, Zhi Zheng, Chikara Fukunaga, Weiming Yao, John Kamal Rizk Meshreki, Pienpen Seema, Jean-Francois Arguin, Fares Djama, Stanley Lai, Lidija Zivkovic, V. S. Martoiu, Cristina Galea, Koki Maekawa, Anjali Krishnan, Markus Nordberg, N. Javadov, Vakhtang Tsiskaridze, Huacheng Cai, Reiner Hauser, Bruce Gallop, G. N. Hamity, Charles Young, Sana Ketabchi Haghighat, Jonathan Thomas Burr, Diallo Boye, J. N. Butler, Anyes Taffard, You Zhou, Antonio Onofre, William Trischuk, Heather Lynn Russell, Bertrand Laforge, Ioannis Michail Maniatis, Emily Marie Duffield, Victoria Jane Martin, Bin Gui, Aaron Angerami, Juergen Thomas, Manuel Silva, Y. K. Heng, Nicolas Ellis, Alejandro Alonso, Edoardo Maria Farina, Calliope Louisa Sotiropoulou, Paul Gessinger-Befurt, Fernando Barreiro, Thomas Philippe Calvet, Cinzia Da Via, Stefan Simion, Alexander Melzer, Alan James Taylor, Philip Phillips, Samuel Silverstein, Theodoros Geralis, Chav Chhiv Chau, Philipp Thomas Koenig, Markus Elsing, Lee Sawyer, M. Pitt, Hajime Nanjo, Robin Middleton, Corentin Allaire, Ludovico Pontecorvo, Harish Potti, Edson Carquin, Adam Trzupek, Anamika Aggarwal, M. Franchini, Josh Moss, Enrique Kajomovitz, Rodrigo Araujo Pereira, Ingrid-Maria Gregor, K. Potamianos, Francisco Alonso, Emilio Higón-Rodriguez, Guangyi Zhang, Andreas Hoecker, Atsushi Mizukami, Benjamin Henry Hooberman, Lorenzo Paolozzi, Simone Francescato, Evgenii Baldin, Louis Helary, Anna Mastroberardino, Robert Kehoe, Bruno Lenzi, David Kirchmeier, Carla Sbarra, Amanda Cooper-Sarkar, Maximilian Hils, William Keaton Balunas, Kevin Black, Barbara Liberti, Anne Marie Sickles, Yang Li, N. L. Whallon, Benedict Allbrooke, Miha Zgubic, Jeffrey Rogers Dandoy, Harald Joerg Stelzer, William Dmitri Breaden Madden, Nicolo Magini, Andreas Korn, Tae Hyoun Park, Ashutosh Kotwal, Zhidong Zhang, Cherifa Sabrina Amrouche, Antonio Ereditato, Colleen Jennifer Treado, Harinder Singh Bawa, Nathan Allen Grieser, Teresa Barillari, Andrew Lankford, Oliver Kortner, Sinan Kuday, Joseph William Carter, Christopher Hawkes, Katharina Bierwagen, Zhengguo Zhao, Masaki Ishitsuka, Robert Arthur Mina, Alexey Zhemchugov, Michele Faucci Giannelli, Dms Sultan, Marine Kuna, Georg Viehhauser, Brigitte Vachon, Arthur Eugen Bolz, Takashi Kobayashi, Archil Durglishvili, Kristian Bjoerke, Valerio Ippolito, Katja Hannele Mankinen, Haiyan Wang, Denis Salihagic, M. Shimojima, Igor Mandić, Thomas Daniel Weston, Ning Zhou, Krzysztof Korcyl, Jihyun Jeong, Liyuan Han, Stan Bentvelsen, Gian Luigi Alberghi, Yanlin Liu, Donatas Ramilas Zaripovas, Nicolas Berger, Sebastien Prince, Swagato Banerjee, Danilo Enoque Ferreira de Lima, Rebecca Carney, Andreas Warburton, Victor Kukhtin, Marcela Mikestikova, Marco Rimoldi, N. I. Zimine, J. Boudreau, Fernando Monticelli, Wenhao Xu, Elena Yatsenko, Peter Krieger, Lluisa-Maria Mir, A. G. Foster, G. Calderini, Carmen García, Adam Edward Barton, James Oscar Thomas, Iro Koletsou, T. Iizawa, Yiming Abulaiti, Thomas Trefzger, Daniel Scheirich, Yi-Fang Zhao, Runyu Bi, Robert Orr, Todd Seiss, Max Maerker, Anna Kathryn Duncan, Jue Chen, José Enrique García Navarro, Carsten Dulsen, Hans-Christian Schultz-Coulon, Pasquale Fabrizio Salvatore, M. Dobre, K. J. R. Cormier, Ludovic Michel Scyboz, Manuella Vincter, L. Bryngemark, Michaela Queitsch-maitland, Shoji Asai, Claire Malone, Thomas Lohse, Yanyun Duan, Waleed Syed Ahmed, James Shank, Christian Weiser, Randall Sobie, Givi Sekhniaidze, Marc Weber, Torbjoern Moa, Davide Costanzo, Biagio Di Micco, Lucio Cerrito, Meisam Ghasemi Bostanabad, Lara Hannan Mason, Krzysztof Janas, Lamberto Luminari, William Mickael Barbe, Mark Stockton, Yoichi Ikegami, Daniel Andreas Britzger, K. P. Mistry, Seyed Ruhollah Shojaii, Andrew Stuart Bell, Helge Christoph Beck, Flera Rizatdinova, Carlos Garcia Argos, Dan Andrei Ciubotaru, Xanthe Hoad, W. Kozanecki, Alan Barr, Andreas Sogaard, Marcella Capua, L. La Rotonda, G. P. Gach, G. Crosetti, Alessandro Calandri, Franziska Iltzsche Speiser, Vincent Croft, Alice Alfonsi, Timothée Theveneaux-Pelzer, N. R. Bernard, Neil Warrack, Kevin De Vasconcelos Corga, Masahiro Kuze, Vit Vorobel, Carlos Sandoval Usme, Mason Proffitt, Ilya Tsukerman, Lydia Iconomidou-Fayard, Guenter Duckeck, Steven Farrell, D. Cavalli, Emmerich Kneringer, U. Mallik, Siinn Che, Tamar Zakareishvili, Katherine Pachal, Milena Bajic, Takashi Kubota, Raphael Vuillermet, Martina Javurkova, Thomas Daubney, Claudia Glasman, Yoshiji Yasu, S. J. Crawley, Piotr Andrzej Janus, Jan-Ulf Mjoernmark, Hidetoshi Otono, Jared David Little, Cheuk Yee Lo, Julian Wollrath, Yoram Rozen, F. Luehring, Louise Heelan, Daniel Froidevaux, Fabio Tresoldi, Oleg Bulekov, K. Grevtsov, Bartosz Sebastian Dziedzic, James Mueller, Junichi Tanaka, Reina Camacho Toro, William Patrick McCormack, Eckhard von Toerne, Lorenzo Massa, Christoph Amelung, A. Valero, Benjamin Bordy Tannenwald, Migle Stankaityte, Peilian Liu, Matthias Schott, C. Haber, Junichi Kanzaki, Dennis Perepelitsa, Joao Seixas, Paolo Iengo, Marcin Pawel Guzik, E. L. Barberio, Horst Oberlack, Natalie Wieseotte, Max Fredrik Isacson, Naoki Kimura, Fabricio Andres Jimenez Morales, Judita Mamuzic, Didier Ferrere, Marcus Morgenstern, Soeren Prell, Alessandro La Rosa, Marco Costa, Trisha Farooque, Jun Gao

Publikováno v: Physics Letters B. 796:68-87

A search for high-mass dielectron and dimuon resonances in the mass range of 250 GeV to 6 TeV is presented. The data were recorded by the ATLAS experiment in proton–proton collisions at a centre-of-mass energy of s=13 TeV during Run 2 of the Large

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8d480ef4c7f212025da5025771866a10
https://doi.org/10.1016/j.physletb.2019.07.016

Study of the hard double-parton scattering contribution to inclusive four-lepton production in pp collisions at s=8 TeV with the ATLAS detector

Autor: Efe Yigitbasi, Josh Mcfayden, Andrew Pilkington, Vitaliano Chiarella, Bobby Samir Acharya, H. A. Neal, Andrey Ryzhov, Guillaume Unal, Masahiko Saito, A. Artamonov, Daniela Bortoletto, Nello Bruscino, Daiki Yamaguchi, Robert Adam Vallance, Andrea Gabrielli, Evgeny Starchenko, Daniel Levin, Karl Heinz Hiller, Jason Dhia Mansour, Yuji Yamazaki, Lewis James Armitage, Jinhong Yu, Veronika Magerl, Liron Barak, Alexander Undrus, Weimin Song, Calum Michael Macdonald, Steven Patrick Alkire, Simon Henry Connell, Riccardo Di Sipio, Tatsuya Masubuchi, Jiri Kvita, Lucas Macrorie Flores, Victoria Jane Martin, Cecile Deterre, John Alison, Remi Lafaye, Tal Roelof Van Daalen, Sara Valentinetti, Frank Winklmeier, Emily Charlotte Graham, Vincent Garonne, Christine Kourkoumelis, Pedro Jorge, Gvantsa Mchedlidze, Sarah Heim, Mauro Iodice, Lingxin Meng, Yanyan Du, Ruggero Turra, Maia Mosidze, Mariya Shiyakova, Feng Lyu, Danilo Giugni, Rima El Kosseifi, M. J. Shochet, Aimilianos Koulouris, Alexandre Rozanov, Otmar Biebel, Garrin Mc Goldrick, Daniel Stefaniak Nielsen, Claus Goessling, Edmund Dawe, Claudio Santoni, Giordon Stark, Moritz Kiehn, Peilong Wang, Takuya Nobe, Michael Adersberger, Alessandro De Salvo, Hartmut Sadrozinski, Pavel Shatalov, Kyungeon Choi, Jochen Dingfelder, Paul Thompson, Jonathan Crane, Alex Kastanas, Francesco Safai Tehrani, Joseph Peter Kinghorn-taenzer, Alaettin Serhan Mete, Sandro Palestini, Mathis Kolb, Eftychia Tzovara, Susanne Kuehn, Pippa Wells, Arthur Schaffer, Xifeng Ruan, Chaowaroj Wanotayaroj, Jos Vermeulen, Nicolo De Groot, Stefano Camarda, Simona Gargiulo, Geoffrey Taylor, Jennifer Kathryn Roloff, Rinat Fakhrutdinov, Antonio Policicchio, Dominik Duda, Christopher Young, Frederick Dallaire, Simon Berlendis, Nicolo Vladi Biesuz, Elena Rocco, Markus Atkinson, Stan Thompson, Annabelle Julia Chuinard, Xiangting Meng, Hrachya Hakobyan, Christophe Clement, Rosy Nicolaidou, Jaroslav Guenther, Thomas Remy Victor Billoud, Nima Sherafati, Christian Oliver Sander, Liqing Zhang, Evgeniy Khramov, Fuqiang Wang, Vincenzo Canale, Forrest Hays Phillips, David Calvet, Umberto De Sanctis, Daniela Paredes Hernandez, Jean-Yves Hostachy, Gregory David Hallewell, Jiri Dolejsi, John Parsons, Alastair Dewhurst, Heinz Pernegger, Alexander Oh, Stefano Zambito, Jean-pierre Ochoa, Federico Scutti, Hisaya Kurashige, Snezana Nektarijevic, Dan Shaked, Andre Zibell, Sebastian Tapia Araya, Cesare Bini, Amélia Maio, Zhen Yan, Liang Li, Rodney Walker, Radim Slovak, Daxian Su, Johannes Erdmann, Sara Ghasemi, Shunichi Akatsuka, Attila Krasznahorkay, Fabio Cardillo, Alessandro Mirto, Julius Hrivnac, Jose Julio Lozano Bahilo, Andrew D. Hamilton, Paul Mircea Gravila, Nicola Orlando, Laurent Vacavant, Jelena Jovicevic, Wing Sheung Chan, Jeffrey David Shahinian, Gerjan Bobbink, Giancarlo Spigo, Kathleen Whalen, M. Rescigno, Tasneem Rashid, Stanislav Suchek, Sergio Calvente Lopez, James Frost, Khilesh Pradip Mistry, Marisilvia Donadelli, Yingchun Zhu, Hideyuki Oide, Jorge L. 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