Secondary vertex finding in jets with neural networks

Autor: Jonathan Shlomi, Sanmay Ganguly, Eilam Gross, Kyle Cranmer, Yaron Lipman, Hadar Serviansky, Haggai Maron, Nimrod Segol

Publikováno v: European Physical Journal C: Particles and Fields, Vol 81, Iss 6, Pp 1-12 (2021)

Abstract Jet classification is an important ingredient in measurements and searches for new physics at particle colliders, and secondary vertex reconstruction is a key intermediate step in building powerful jet classifiers. We use a neural network to

Externí odkaz: https://doaj.org/article/6471bd8b59664f2b9825b875436f3664

Machine learning and LHC event generation

Autor: Anja Butter, Tilman Plehn, Steffen Schumann, Simon Badger, Sascha Caron, Kyle Cranmer, Francesco Armando Di Bello, Etienne Dreyer, Stefano Forte, Sanmay Ganguly, Dorival Gonçalves, Eilam Gross, Theo Heimel, Gudrun Heinrich, Lukas Heinrich, Alexander Held, Stefan Höche, Jessica N. Howard, Philip Ilten, Joshua Isaacson, Timo Janßen, Stephen Jones, Marumi Kado, Michael Kagan, Gregor Kasieczka, Felix Kling, Sabine Kraml, Claudius Krause, Frank Krauss, Kevin Kröninger, Rahool Kumar Barman, Michel Luchmann, Vitaly Magerya, Daniel Maitre, Bogdan Malaescu, Fabio Maltoni, Till Martini, Olivier Mattelaer, Benjamin Nachman, Sebastian Pitz, Juan Rojo, Matthew Schwartz, David Shih, Frank Siegert, Roy Stegeman, Bob Stienen, Jesse Thaler, Rob Verheyen, Daniel Whiteson, Ramon Winterhalder, Jure Zupan

Publikováno v: SciPost Physics, Vol 14, Iss 4, p 079 (2023)

First-principle simulations are at the heart of the high-energy physics research program. They link the vast data output of multi-purpose detectors with fundamental theory predictions and interpretation. This review illustrates a wide range of applic

Externí odkaz: https://doaj.org/article/3479be73aa7242cb9b86f165b65d5d9a

Set-conditional set generation for particle physics

Autor: Nathalie Soybelman, Nilotpal Kakati, Lukas Heinrich, Francesco Armando Di Bello, Etienne Dreyer, Sanmay Ganguly, Eilam Gross, Marumi Kado, Jonathan Shlomi

Publikováno v: Machine Learning: Science and Technology, Vol 4, Iss 4, p 045036 (2023)

The simulation of particle physics data is a fundamental but computationally intensive ingredient for physics analysis at the large Hadron collider, where observational set-valued data is generated conditional on a set of incoming particles. To accel

Externí odkaz: https://doaj.org/article/d10a6430beb64bd2b3a183547d0c0963

Study for jet flavor tagging by using machine learning

Autor: Masahiro Morinaga, Masahiko Saito, Junichi Tanaka, Sanmay GANGULY, Tomoe Kishimoto

Publikováno v: Proceedings of International Symposium on Grids & Clouds 2022 — PoS(ISGC2022).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5fe07ac9789b44511cb55375c936c57d
https://doi.org/10.22323/1.415.0031

Erratum to: Search for diboson resonances in hadronic final states in 139 fb−1 of pp collisions at √s = 13 TeV with the ATLAS detector

Autor: M. Franklin, Philippe Calfayan, Ioannis Manthos, P. van Gemmeren, Martin Sykora, Gabriel John Facini, Michel Janus, Francesco Giuseppe Gravili, Valerio Bortolotto, Dirk Duschinger, Nico Giangiacomi, Laurent Serin, Edgar Kellermann, Andrew Chisholm, Kaushik De, Damir Duvnjak, Georgios Iakovidis, Daniela Boerner, Albert Olariu, Mikhail Demichev, Samuel Dysch, Valerio D'Amico, Marcelo Vogel, A. Ezhilov, Libor Nozka, A. Onofre, Jan Stark, Ingo Bloch, L. A. M. Wiik-Fuchs, Henry Lubatti, Marta Maria Perego, E. Yu. Soldatov, Raquel Pezoa, Louis D'eramo, Niklaus Lehmann, K. O. H. Vadla, Lidia Smirnova, Laurent Chevalier, Tetiana Hryn'ova, Louie Corpe, Kerstin Jon-And, Yanjun Tu, Kiyotomo Kawagoe, Daniel Guest, Tairan Xu, Giuseppe Lerner, Michael Ughetto, Milos Lokajicek, Mariusz Przybycien, Michael Andrew Parker, Tyler James Burch, Y. Kulchitsky, Liang Guan, Elias Michael Ruttinger, Calin Alexa, Fabrizio Napolitano, Y. Zhang, Stephanie Majewski, Ulrich Parzefall, M. Ziolkowski, Scott Snyder, Brian Moser, Carlos Lacasta, Masaya Ishino, R. Goncalves Gama, Amanda Steinhebel, Vincent Garonne, Sandro Palestini, Robert Les, Oleg Brandt, Didier Alexandre, J. Llorente Merino, Tingting Cao, Remi Lafaye, N. L. Abraham, Radim Slovak, B. R. Mellado Garcia, Johannes Erdmann, Sara Ghasemi, Naim Bora Atlay, H. Zhang, Philippe Mermod, Alexander Sakharov, Joseph Haley, Thorben Swirski, F. Wang, Michel Vetterli, Heidi Sandaker, Sten Hellman, Steve Muanza, Alexis Roger Louis Vallier, R. Cherkaoui El Moursli, Dimitrios Sampsonidis, R. Teixeira De Lima, Imma Riu, Rebecca Anne Linck, J. Manjarres Ramos, W. K. Di Clemente, Daniil Ponomarenko, Krzysztof Ciesla, Tomas Sykora, Valery Schegelsky, Sabrina Groh, Filip Nechansky, J. Chudoba, Fabian Wilk, Kevin Hildebrand, Bostjan Macek, L. Pedraza Diaz, A. Cueto, Y. Amaral Coutinho, Francesco Guescini, J. Barreiro Guimarães da Costa, Michela Paganini, Sergey Burdin, Dmitry Emeliyanov, Yasuhiro Makida, D. Vazquez Furelos, Jorge Andres Lopez Lopez, Baptiste Ravina, C. Schmitt, Bing Zhou, Martin Kocian, M. Garcia-Sciveres, Yu Nakahama, L. F. Flores, M. I. Gostkin, Sally Seidel, Steve McMahon, U. Soldevila, Laurent Schoeffel, Robert Gardner, Joaquin Hoya, Jack Henry Lindon, Stefano Manzoni, A. Sanchez Pineda, G. Rahal, Massimo Lazzaroni, Simen Hellesund, W. Y. Chan, Nabila Wahab Shaikh, Gianluca Introzzi, Y. W. Liu, Eva Hansen, Ryan Christopher Edgar, Martina Laura Ojeda, Zoya Karpova, Ki Lie, Helge Christoph Beck, Andrea Sansoni, Francesco Cirotto, Kyungeon Choi, Nicola Semprini-Cesari, Andrew Ferrante, Zachary Michael Schillaci, Kira Abeling, Martin Spousta, Fumihiko Ukegawa, Andrea Formica, Kentaro Kawade, Kerstin Lantzsch, Milene Calvetti, Oldrich Kepka, Oxana Smirnova, Christoph Falk Anders, Atanu Pathak, Akihiro Higashida, Daniel Lellouch, Wei Wang, Martine Bosman, Venetios Polychronakos, Sergio Gonzalez-Sevilla, Giulio Tiziano Forcolin, Pamela Ferrari, Dominique Pallin, Christos Bakalis, Armin Michael Nairz, Marzieh Bahmani, Konstantinos Bachas, Maike Christina Hansen, Michael Pitt, Laurent Vacavant, Sw. Banerjee, Suyog Shrestha, Steffen Maeland, S. Chen, Jovan Mitrevski, Luigi Longo, S. De Cecco, E. K. U. Gross, Göran Jarlskog, Sebastian Heer, Jannik Geisen, Marco Schioppa, Nikolaos Konstantinidis, Sebastian Mergelmeyer, R. D. Schamberger, Hanna Maria Borecka-Bielska, Giancarlo Spigo, Kathleen Whalen, John Kenneth Anders, S. Marti-Garcia, Vasiliki A Mitsou, Hongfang Liu, Ondrej Hladik, Athina Kourkoumeli-Charalampidi, Tomas Jakoubek, Krisztian Peters, Pascal Pralavorio, T. R. V. Billoud, Daniele Zanzi, Gonzalo Enrique Orellana, Lamberto Luminari, Simon Holm Stark, Shuwei Ye, Branislav Ristic, Y. W. Y. Ng, C. Garcia-Argos, Andrey Ryzhov, Andrea Bocci, Per Edvin Sidebo, Alberto Aloisio, Isabel Nitsche, Maciej Trzebinski, Vladimir Zhulanov, P. S. Wells, Alix Fell, Brian Le, Tetiana Moskalets, Loic Valery, Ryszard Stroynowski, Emily Marie Duffield, Valerio Ippolito, Agnieszka Ewa Ogrodnik, Polina Nechaeva, Esra Mohammed Shrif, Marco Valente, I. P. J. Shipsey, Deepak Kar, M. A. Pleier, Ji Zhu, Stuart Derek Walker, Gabriella Sciolla, A. Polini, Qiang Li, Bakar Chargeishvili, Jianming Qian, Andrew Hard, Markus Cristinziani, Nadav Michael Tamir, Efstathios Karentzos, Ivan Sykora, Abraham Seiden, Daniel Lawrence Briglin, Dave Charlton, Rachel Hyneman, Hulin Wang, Monique A. M. Gignac, Emmanuel Sauvan, Nedaa Asbah, S. De Castro, Thomas Meideck, Konstantin Beloborodov, Alexey Anisenkov, Nikita Belyaev, Ann Miao Wang, G. Duckeck, Vaclav Vacek, V. Andrei, Federica Legger, Elizaveta Shabalina, Harry James Moss, Sanmay Ganguly, P. Gadow, Sergey Karpov, Johannes Josef Junggeburth, Kenji Hamano, Corinne Goy, Shyam Balaji, Ahmed Hasib, Gabriella Gaudio, Cecilia Tosciri, Stanislav Pospisil, Louis Fayard, Thorwald Klapdor-kleingrothaus, Savanna Marie Shaw, A. Mirto, Stephen Albert Weber, Magdalena Slawinska, Shaojun Sun, Marc Escalier, Victor Solovyev, Clara Troncon, Sabrina Sacerdoti, I. M. Gregor, Tetsuro Mashimo, Hassane Hamdaoui, Luka Kanjir, Peter Charles Mcnamara, Stefania Xella, Fr Pastore, Jeanette Lorenz, David Milstead, Jia Jian Teoh, Ahmed Bassalat, Kevin Einsweiler, Fabian Becherer, Victor Maleev, Karl Jakobs, Ambrosius Thomas Vermeulen, Garabed Halladjian, Andreas Honle, Alyssa Montalbano, John Baines, S. Ketabchi Haghighat, E. V. Bouhova-Thacker, Timothy Andeen, Adam Maxwell Azoulay, E. Petit, Andrey Minaenko, Ariel Schwartzman, Stefania Spagnolo, Peter Johannes Falke, Klaus Hamacher, Tatiana Klioutchnikova, Terry Richard Wyatt, A. T. Watson, James Boyd, J. A. Wilson, Carlo Enrico Pandini, M. De Santis, Daniel Muenstermann, Nicolas Morange, Chung-Yau Lo, Andrey Soukharev, A. Nag Nag, Sergei Chekanov, Ourania Sidiropoulou, Sinem Simsek, Jonathan Butterworth, Julia Hrdinka, P. J. Clark, P. H. Sales De Bruin, Anum Qureshi, David DeMarco, J. M. P. Pasner, C. Young, Nurcan Ozturk, Nacim Haddad, Emre Celebi, Olivier Arnaez, Alexandra Tudorache, C. A. Solans Sanchez, Matthew Berg Epland, Giulia Gonella, Jelena Jovicevic, Kohei Yorita, Nansi Andari, Lianyou Shan, Richard Nisius, Cristinel Diaconu, O. Cakir, Virginia Ruth Bailey, Mario Campanelli, Joseph Reichert, Markus Schumacher, Elliot Lipeles, Saleh Sultansoy, Antonio Salvucci, S. Timoshenko, Russell James Turner, Laurie Iain McClymont, Haiping Peng, Borut Paul Kerševan, Anjishnu Bandyopadhyay, Janet Dietrich, Gustaaf Brooijmans, Lesya Anna Horyn, Tom McCarthy, Y. Li, Kilian Rosbach, Ehud Duchovni, Alexander Zaitsev, Koki Maekawa, Takahiro Fusayasu, Anjali Krishnan, Helena Santos, Gabriela Navarro, Veronica Fabiani, Melissa Ridel, Deshan Kavishka Abhayasinghe, Aranzazu Ruiz-Martinez, Giovandomenico Carducci, G. A. Chelkov, Sebastien Rettie, Amal Vaidya, Andre Schoening, Laura Jean Bergsten, S. V. Zeißner, Shi Che, Zihao Jiang, Yoav Afik, Timon Heim, J. Machado Miguens, A. Lanza, P. J. Hsu, Shogo Kido, Michael David Werner, Ioannis Nomidis, Francesco Lanni, Nikolai Fomin, Kristin Lohwasser, Sigve Haug, Mattias Birman, Joern Grosse-Knetter, E. Torró Pastor, Sergio Grancagnolo, Archil Durglishvili, Hella Leonie Snoek, Jean-Francois Grivaz, G. Otero, Ralf P. Richter, D. Rodriguez Rodriguez, Bertrand Laforge, M. El Kacimi, Akira Yamamoto, J. C. Rivera Vergara, Claudia Merlassino, Balthasar Maria Schachtner, Miriam Watson, Anastasia Kurova, A. T. H. Arce, Dirk Sammel, M. U. F. Martensson, Sven Menke, Bijan Haney, Ilya Korolkov, M. G. Alviggi, Mogens Dam, Daniel Christopher Kelsey, Andrea Sciandra, Kotaro Wakamiya, L. Bellagamba, Mazin Khader, Else Lytken, Trine Poulsen, P. de Jong, Matthias Saimpert, James Catmore, Artur Trofymov, D. Di Valentino, Tulin Varol, Hannes Mildner, Allison Mccarn Deiana, J. Jimenez Pena, M. J. Oreglia, Jean-Francois Laporte, Balazs Konya, Ina Carli, Andrew Blue, Peter Schacht, Geoffrey Gilles, Martin Spangenberg, Shigeru Odaka, Giuseppe Avolio, Givi Sekhniaidze, Juraj Smiesko, Roberto Spighi, Christopher Meyer, Sylvain Tisserant, Wolfgang Walkowiak, Jennet Dickinson, Christopher Deutsch, Christopher Samuel Pollard, Claudio Luci, Patrawan Pasuwan, Driss Benchekroun, Kunihiro Nagano, Shensheng Han, Trygve Buanes, J. Tanaka, F. A. Di Bello, Lidia Dell'Asta, Xuanhong Lou, Kathryn Grimm, Nikolai Marcel Hartmann, M. Morii, Uli Schäfer, Evangelos Gkougkousis, Sofia Adorni, Clement Camincher, E. Bergeaas Kuutmann, J. Albert, Masao Saito, V. Dao, H. Ten Kate, Simona Serena Bocchetta, A. Ventura, Y. Hernández Jiménez, Masahiro Yamatani, T. Ženiš, Fabrizio Trovato, Francesco Ragusa, Dimitris Varouchas, I. Lopez Paz, Yury Ryabov, Oleg Kuprash, V. Castillo Gimenez, Fabrice Hubaut, Ben Carlson, M. Wittgen, Petr Sicho, R. S. P. Mueller, Auriane Canesse, Carlos Escobar, E. D. Mendes Gouveia, Speranza Falciano, Geoffrey Mullier, Fabrice Balli, Tobias Kupfer, Georgios Zacharis, Alexander Gavrilyuk, Apostolos Tsirigotis, D. Levin, Bianca Monica Ciungu, C. A. Johnson, Jyoti Prakash Biswal, Karsten Köneke, E. von Toerne, Henrik Oppen, Jing Wang, Julien Caudron, Juraj Bracinik, Vit Vorobel, N. D. Dann, Petr Jacka, Manfredi Ronzani, Zineb Idrissi, John Rutherfoord, Dwayne Patrick Spiteri, Xiaohu Sun, Douglas Davis, Toshi Sumida, Diane Cinca, Fabien Jeanneau, Luca Fiorini, Jianqiao Ye, Marco Lavorgna, Frederic Deliot, J. J. Lozano Bahilo, Jacob Henry Rawling, Jing Guo, Patrick Scholer, Asma Hadef, Rachid Mazini, Joyful Elma Mdhluli, Tomoya Iizawa, Lydia Brenner, Emily Nurse, Merve Sahinsoy, D. Pohl, J. K. K. Liu, Elizabeth Gallas, Antonio Boveia, Gabriel Palacino, Arthur Rene Chomont, Jonathan Shlomi, W. Fedorko, Victor Sorin Martoiu, Bmm Allbrooke, Takanori Kono, Petr Balek, A. T. Doyle, Gregorio Bernardi, Johannes Balz, C. 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Zhu, Cesare Bini, Zhen Yan, Michael Kagan, Rodney Walker, Ke Li, David Robert Wardrope, Didier Ferrere, Marcus Morgenstern, Trisha Farooque, Alexander Paramonov

Publikováno v: Journal of High Energy Physics
Journal of High Energy Physics, 2020, 1-19
Journal of High Energy Physics, Vol 2020, Iss 6, Pp 1-19 (2020)
Journal of High Energy Physics, 2020, 6, pp. 1-19
Journal of high energy physics 2020(6), 42 (1-19) (2020). doi:10.1007/JHEP06(2020)042

Journal of high energy physics 2020(6), 42 (1-19) (2020). doi:10.1007/JHEP06(2020)042
Published by SISSA, [Trieste]

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7647be32fe3cd67f1ddcb48f42644325
https://hdl.handle.net/2066/221944