Machine Learning in High Energy Physics Community White Paper

© Published under licence by IOP Publishing Ltd. Machine learning is an important applied research area in particle physics, beginning with applications to high-level physics analysis in the 1990s and 2000s, followed by an explosion of applications in particle and event identification and reconstruc...

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Main Authors: Albertsson, Kim (Author), Altoe, Piero (Author), Anderson, Dustin (Author), Andrews, Michael (Author), Araque Espinosa, Juan Pedro (Author), Aurisano, Adam (Author), Basara, Laurent (Author), Bevan, Adrian (Author), Bhimji, Wahid (Author), Bonacorsi, Daniele (Author), Calafiura, Paolo (Author), Campanelli, Mario (Author), Capps, Louis (Author), Carminati, Federico (Author), Carrazza, Stefano (Author), Childers, Taylor (Author), Coniavitis, Elias (Author), Cranmer, Kyle (Author), David, Claire (Author), Davis, Douglas (Author), Duarte, Javier (Author), Erdmann, Martin (Author), Eschle, Jonas (Author), Farbin, Amir (Author), Feickert, Matthew (Author), Castro, Nuno Filipe (Author), Fitzpatrick, Conor (Author), Floris, Michele (Author), Forti, Alessandra (Author), Garra-Tico, Jordi (Author), Gemmler, Jochen (Author), Girone, Maria (Author), Glaysher, Paul (Author), Gleyzer, Sergei (Author), Gligorov, Vladimir (Author), Golling, Tobias (Author), Graw, Jonas (Author), Gray, Lindsey (Author), Greenwood, Dick (Author), Hacker, Thomas (Author), Harvey, John (Author), Hegner, Benedikt (Author), Heinrich, Lukas (Author), Hooberman, Ben (Author), Junggeburth, Johannes (Author), Kagan, Michael (Author), Kane, Meghan (Author), Kanishchev, Konstantin (Author), Karpiński, Przemysław (Author), Kassabov, Zahari (Author), Kaul, Gaurav (Author), Kcira, Dorian (Author), Keck, Thomas (Author), Klimentov, Alexei (Author), Kowalkowski, Jim (Author), Kreczko, Luke (Author), Kurepin, Alexander (Author), Kutschke, Rob (Author), Kuznetsov, Valentin (Author), Köhler, Nicolas (Author), Lakomov, Igor (Author), Lannon, Kevin (Author), Lassnig, Mario (Author), Limosani, Antonio (Author), Louppe, Gilles (Author), Mangu, Aashrita (Author), Mato, Pere (Author), Meinhard, Helge (Author), Menasce, Dario (Author), Moneta, Lorenzo (Author), Moortgat, Seth (Author), Narain, Meenakshi (Author), Neubauer, Mark (Author), Newman, Harvey (Author), Pabst, Hans (Author), Paganini, Michela (Author), Paulini, Manfred (Author), Perdue, Gabriel (Author), Perez, Uzziel (Author), Picazio, Attilio (Author), Pivarski, Jim (Author), Prosper, Harrison (Author), Psihas, Fernanda (Author), Radovic, Alexander (Author), Reece, Ryan (Author), Rinkevicius, Aurelius (Author), Rodrigues, Eduardo (Author), Rorie, Jamal (Author), Rousseau, David (Author), Sauers, Aaron (Author), Schramm, Steven (Author), Schwartzman, Ariel (Author), Severini, Horst (Author), Seyfert, Paul (Author), Siroky, Filip (Author), Skazytkin, Konstantin (Author), Sokoloff, Mike (Author), Stewart, Graeme (Author), Stienen, Bob (Author), Stockdale, Ian (Author), Strong, Giles (Author), Thais, Savannah (Author), Tomko, Karen (Author), Upfal, Eli (Author), Usai, Emanuele (Author), Ustyuzhanin, Andrey (Author), Vala, Martin (Author), Vallecorsa, Sofia (Author), Vasel, Justin (Author), Verzetti, Mauro (Author), Vilasís-Cardona, Xavier (Author), Vlimant, Jean-Roch (Author), Vukotic, Ilija (Author), Wang, Sean-Jiun (Author), Watts, Gordon (Author), Williams, Michael (Author), Wu, Wenjing (Author), Wunsch, Stefan (Author), Zapata, Omar (Author)
Format: Article
Language:English
Published: IOP Publishing, 2021-11-04T13:38:07Z.
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