Graph Neural Networks for Charged Particle Tracking on FPGAs

Autor: Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Scott Hauck, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark Neubauer, Isobel Ojalvo, Savannah Thais, Matthew Trahms

Publikováno v: Frontiers in Big Data, Vol 5 (2022)

The determination of charged particle trajectories in collisions at the CERN Large Hadron Collider (LHC) is an important but challenging problem, especially in the high interaction density conditions expected during the future high-luminosity phase o

Externí odkaz: https://doaj.org/article/3539277e3915499d865f3af74e494f03

Angular analysis of the decay B+ → K∗(892)+ μ + μ − in proton-proton collisions at s $$ \sqrt{\mathrm{s}} $$ = 8 TeV

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Van Onsem, Seth Cooper, Luigi Guiducci, Riccardo Paramatti, Andrea Giammanco, Priyanka Kumari, Martti Raidal, Gregory R Snow, Igor Volobouev, Hirak Bandyopadhyay, Marguerite Tonjes, David Mark Raymond, E. O. Olaiya, Christophe Delaere, Özlem Özçelik, Carlos Willmott, R. Del Burgo, Jorge Fraga, Daniel Savoiu, J. Kaspar, Victor Kim, S. May, Semra Turkcapar, Linda Finco, Y-J Lee, Alexander Spiridonov, Marko Dragicevic, Burin Asavapibhop, Xunwu Zuo, I. A. Melzer-Pellmann, Willem Verbeke, Armando Lanaro, Francesca Nessi-Tedaldi, C. Adloff, Yongho Jeong, Karl Gill, Bora Akgun, Awder Mohammed Ahmed, Mingshui Chen, W. A. T. Wan Abdullah, Jamal Rorie, George Karathanasis, Jason Gilmore, Daniel Bloch, Mohamed Rashad Darwish, James Bueghly, Matthew Nguyen, V. Rodríguez Bouza, E. Gurpinar Guler, Pedro G Mercadante, Hans-Christian Kaestli, Ankush Reddy Kanuganti, Marco Paganoni, Don Lincoln, Giuseppe Benedetto Cerati, Y. Choi, Brandon Allen, James D. 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Major, Nadia Pastrone, Candan Dozen, Michael Wayne Arenton, J. Duarte, Marek Niedziela, Christoph Schäfer, Alexander Grohsjean, Siddhesh Sawant, S. Meola, Natale Demaria, Xuyang Gao, Shalini Thakur, Navid Rad, N. Turini, Susan Gascon, Gabriel Ramirez-Sanchez, James John Brooke, Cédric Prieels, F. Fiori, Gunther Roland, K. El Morabit, Zheng Wang, Ji Hwan Bhyun, Jeffrey Krupa, Illia Khvastunov, Lev Uvarov, Rajdeep Mohan Chatterjee, Martina Ressegotti, Oleksii Turkot, Michele Selvaggi, O. Behnke, Gulsen Onengut, Viktor Matveev, Lea Caminada, Rong-Shyang Lu, H. Lee, Carlo Civinini, Clemens Lange, K. Sandeep, Santiago Folgueras, George Alverson, Roman Kogler, Satoshi Hasegawa, A. Bodek, Oleksii Toldaiev, Andrew Wildridge, Mark Pesaresi, Claudia Ciocca, S. Shmatov, Kaitlin Salyer, F. Torres Da Silva De Araujo, Markus Seidel, Vineet Kumar, Simon Regnard, Jiajing Mao, Leonid Levchuk, Luca Scodellaro, Christos Roskas, Maria Cepeda, Jorgen D'Hondt, Daniela Schäfer, Tim Ziemons, T. Mitchell, Matthias Komm, Nadeesha Wickramage, Q. Ingram, L. Valencia Palomo, Salvatore Buontempo, Paul Avery, Lisa Benato, L. I. Estevez Banos, Quentin Python, Randy Ruchti, Joe Incandela, Luca Cadamuro, Colin Jessop, Cecilia Elena Gerber

Publikováno v: Journal of High Energy Physics, Vol 2021, Iss 4, Pp 1-35 (2021)
JOURNAL OF HIGH ENERGY PHYSICS
Journal of high energy physics, 2021 (4), Article: 124
Journal of High Energy Physics

BMBWF (Austria); FWF (Austria)Austrian Science Fund (FWF); FNRS (Belgium)Fonds de la Recherche Scientifique - FNRS; FWO (Belgium)FWO; CNPq (Brazil)Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ); CAPES (Brazil)Coordenacao de Aper

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f6335e2bbedf24187ad7d1ed1376f41a
https://doaj.org/article/e3834ad618d84e4f850da5e8adfbf763

Accelerating the Inference of the Exa.TrkX Pipeline

Autor: Alina Lazar, Xiangyang Ju, Daniel Murnane, Paolo Calafiura, Steven Farrell, Yaoyuan Xu, Maria Spiropulu, Jean-Roch Vlimant, Giuseppe Cerati, Lindsey Gray, Thomas Klijnsma, Jim Kowalkowski, Markus Atkinson, Mark Neubauer, Gage DeZoort, Savannah Thais, Shih-Chieh Hsu, Adam Aurisano, Jeremy Hewes, Alexandra Ballow, Nirajan Acharya, Chun-yi Wang, Emma Liu, Alberto Lucas

Recently, graph neural networks (GNNs) have been successfully used for a variety of particle reconstruction problems in high energy physics, including particle tracking. The Exa.TrkX pipeline based on GNNs demonstrated promising performance in recons

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a7649a5e5cd397da5bdb0b2cdad10691
http://arxiv.org/abs/2202.06929

Measurement of differential tt¯ production cross sections in the full kinematic range using lepton+jets events from proton-proton collisions at s=13 TeV

Autor: Aliaksandr Litomin, Andrew Askew, Aliakbar Ebrahimi, Nicholas Haubrich, Rachel Yohay, Giancarlo Mantovani, J. K. Lim, F. Simonetto, I. Gonzalez Caballero, Shabnam Jabeen, T. Aushev, Parker Gardner, Dmytro Kovalskyi, V. Kutzner, Ram Krishna Dewanjee, Frank Chlebana, L. V. Kardapoltsev, K. Gill, Amitabh Lath, Giovanni Organtini, Paolo Lariccia, A. Baden, Alexandre Zabi, Alessia Saggio, M. Barrio Luna, Cilicia Uzziel Perez, Paolo Spagnolo, P. Gras, Ivan Ovtin, Gyorgy Vesztergombi, Kenneth Long, Frank Jm Geurts, Xuli Yan, B. V. Sathia Narayanan, Claudio Quaranta, Dan Quach, Lindsey Gray, David Petyt, Smarajit Karmakar, Elizabeth Locci, Arnaud Steen, Thomas Reitenspiess, R. F. Von Cube, Riccardo Andrea Manzoni, M. H. Schmitt, Uttiya Sarkar, M. A. Shah, F. Pandolfi, Alicia Calderon, Derek James Cranshaw, Alberto Belloni, Tariq Aziz, David Krofcheck, S. Tkaczyk, David Stuart, Alice Mignerey, A. Benecke, Andrius Juodagalvis, Inna Makarenko, Victor Shang, Fabio Iemmi, Sebastian Wieland, Teruki Kamon, Dmitry Elumakhov, Piet Verwilligen, Guillaume Bourgatte, Malte Backhaus, Evgueni Vlasov, Daniel Savoiu, Y. J. Mao, Chiara Mariotti, Marco Monteno, Boaz Klima, S. Fonseca De Souza, J. F. de Trocóniz, G. G. Hanson, Kenneth Osterberg, Ohannes Kamer Köseyan, Attilio Santocchia, Jean Fay, Fanbo Meng, P. Lenzi, S. V. Afanasiev, Marko Dragicevic, Weinan Si, Mikko Lotti, Georgios Anagnostou, Maxwell Chertok, R. Mulargia, Ulrich Heintz, M. Kovac, Bjorn Burkle, Grigory Pivovarov, S. Slabospitskii, Gianny Mestdach, E. Eskut, Federico Siviero, Pavel Parygin, J. S. Kim, Michael Tytgat, Kaori Maeshima, Martin Erdmann, G. Correia Silva, Seema Bahinipati, Sushrut Karmarkar, Andrew Buccilli, Runyu Bi, Robin Erbacher, Alessio Boletti, Senta Greene, C. Baldenegro Barrera, Chayanit Asawatangtrakuldee, Rogelio Reyes-Almanza, V. 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Publikováno v: Physical Review D. 104

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3489ac40c70fde33b259303bc8d7bb64
https://doi.org/10.1103/physrevd.104.092013

Measurements of the Electroweak Diboson Production Cross Sections in Proton-Proton Collisions at s=5.02 TeV Using Leptonic Decays

Autor: W. L. Aldá Júnior, B. McMaster, Ddc Wickramarathna, Dietrich Liko, Mykhailo Dalchenko, Tamás Álmos Vámi, Prafulla Kumar Behera, Jose Chinellato, Richard Cavanaugh, Jinsook Kim, Marco Rovere, Marco Toliman Lucchini, Mauricio Thiel, Ilya Gorbunov, Peter Timothy Cox, Torben Lange, Michael Mulhearn, Riccardo Andrea Manzoni, Christian Veelken, Yu. Andreev, Markus Klute, Joel Goldstein, Luciano Ristori, Milena Misheva, Luigi Calligaris, Kevin Pedro, Robert Lee, Silvano Tosi, Ryan Heller, Daniel Treille, Kelvin Mei, S. R. Dugad, D. De Jesus Damiao, Sebastian Wuchterl, Tamas Novak, A. M. Vargas Hernandez, German Martinez, T. Susa, Cristina Botta, Jonathon Langford, Viesturs Veckalns, Dario Bisello, Pascal Paganini, R. Walsh, Jonas Rembser, S. Zhang, Pushpalatha C Bhat, A. Álvarez Fernández, S. Tkaczyk, David Stuart, Alice Mignerey, A. Benecke, Jie Xiao, Jeroen Hegeman, Anatoli Zarubin, Federica Maria Simone, S. Seif El Nasr-storey, Kinga Anna Wozniak, Kai Wei, S. Choi, Stephen Sanders, Colin Jessop, Daniel Pitzl, Joaquin Emilo Siado, M. León Coello, Paolo Montagna, J. Madhusudanan Sreekala, Othmane Bouhali, Carlos Erice, H. Zhang, David Mason, Luigi Moroni, Luca Lista, Pei-rong Yu, Ketino Kaadze, E. W. Vaandering, M. A. Segura Delgado, Yanwen Liu, He He, Stefanos Leontsinis, Chayanit Asawatangtrakuldee, David Krofcheck, Peter Robmann, A. Baden, M. Barrio Luna, Cilicia Uzziel Perez, B. V. Sathia Narayanan, R. F. Von Cube, K. J. Pena Rodriguez, K. Hurtado Anampa, J. P. Fernández Ramos, R. Kumar Verma, Patrick Connor, Kun Shi, S. Gianì, Sung Keun Park, Andrew Evans, Philip Keicher, Markus Merschmeyer, Ozlem Kaya, Sevil Salur, Joseph Reichert, Changwoo Joo, Alessandro Calandri, M. Calderon De La Barca Sanchez, Maryam Zeinali, Patrick Jarry, A. C. Bundock, P. Martinez Ruiz del Arbol, A. Escalante Del Valle, Ugur Kiminsu, G. P. Van Onsem, Arnab Purohit, Andrey Popov, Martti Raidal, Johann Rauser, C. Wissing, A. Castaneda Hernandez, Vladimir Chekhovsky, Hannes Sakulin, Tilman Rohe, Sara Nabili, Matthias Schröder, Pierluigi Bortignon, Matthias Kasemann, Luca Giommi, Cole Lindsey, Claudio Caputo, Guido Tonelli, Yasser Maghrbi, Zeljko Antunovic, Dan Quach, Piergiulio Lenzi, Susan Gascon, Gabriel Ramirez-Sanchez, Seth Cooper, Francesca Maria Addesa, Mia Tosi, J. Bonilla, L. Romero, Prashant Shukla, Paola Salvini, E. Ayala, Tariq Aziz, Vladimir Epshteyn, Dave M Newbold, Prasant Kumar Rout, Riccardo Paramatti, Andrea Giammanco, Priyanka Kumari, Gunther Roland, K. El Morabit, Zheng Wang, Ji Hwan Bhyun, Jeffrey Krupa, Kevin Nash, Thea Klaeboe Aarrestad, J. Seixas, Merve Ince, M. Bluj, Etiennette Auffray, Florian Beaudette, Tiziano Camporesi, L. Brigliadori, Daniel Arcaro, Christina Wang, Marek Walczak, Brent Stone, Seema Sharma, Sitong An, Louise Skinnari, Nural Akchurin, C. S. Moon, N. G. 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