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Machine Learning in High Energy Physics Community White Paper
Machine Learning in High Energy Physics Community White Paper
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Machine Learning in High Energy Physics Community White Paper

Albertsson, Kim ; Altoe, Piero ; Anderson, Dustin ; Andrews, Michael ; Araque Espinosa, Juan Pedro ; Aurisano, Adam ; Basara, Laurent ; Bevan, Adrian ; Bonacorsi, Daniele ; Campanelli, Mario ; Capps, Louis ; Carminati, Federico ; Carrazza, Stefano ; Childers, Taylor ; Coniavitis, Elias ; Cranmer, Kyle ; David, Claire ; Davis, Douglas ; Duarte, Javier ; Erdmann, Martin ; Farbin, Amir ; Feickert, Matthew ; Castro, Nuno Filipe ; Fitzpatrick, Conor ; Forti, Alessandra ; Garra-Tico, Jordi ; Gemmler, Jochen ; Girone, Maria ; Glaysher, Paul ; Gleyzer, Sergei ; Gligorov, Vladimir ; Golling, Tobias ; Graw, Jonas ; Gray, Lindsey ; Hacker, Thomas ; Hegner, Benedikt ; Heinrich, Lukas ; Hooberman, Ben ; Kagan, Michael ; Kane, Meghan ; Kanishchev, Konstantin ; Karpiński, Przemysław ; Kassabov, Zahari ; Kaul, Gaurav ; Kcira, Dorian ; Keck, Thomas ; Klimentov, Alexei ; Kurepin, Alexander ; Kutschke, Rob ; Kuznetsov, Valentin ; Köhler, Nicolas ; Lakomov, Igor ; Lannon, Kevin ; Lassnig, Mario ; Limosani, Antonio ; Louppe, Gilles ; Mangu, Aashrita ; Mato, Pere ; Meinhard, Helge ; Menasce, Dario ; Moneta, Lorenzo ; Narain, Meenakshi ; Neubauer, Mark ; Newman, Harvey ; Pabst, Hans ; Paganini, Michela ; Paulini, Manfred ; Perdue, Gabriel ; Picazio, Attilio ; Pivarski, Jim ; Prosper, Harrison ; Radovic, Alexander ; Reece, Ryan ; Rinkevicius, Aurelius ; Rodrigues, Eduardo ; Rorie, Jamal ; Rousseau, David ; Schramm, Steven ; Schwartzman, Ariel ; Severini, Horst ; Seyfert, Paul ; Siroky, Filip ; Sokoloff, Mike ; Stewart, Graeme ; Stockdale, Ian ; Strong, Giles ; Thais, Savannah ; Upfal, Eli ; Usai, Emanuele ; Ustyuzhanin, Andrey ; Vallecorsa, Sofia ; Vasel, Justin ; Vilasís-Cardona, Xavier ; Vlimant, Jean-Roch ; Wang, Sean-Jiun ; Watts, Gordon ; Williams, Michael ; Wu, Wenjing ; Wunsch, Stefan ; Zapata, Omar

Journal of physics. Conference series, 2018-09, Vol.1085 (2), p.22008 [Periódico revisado por pares]

Bristol: IOP Publishing

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2
Clustering in the Heterogeneous Reconstruction Chain of the CMS HGCAL Detector
Clustering in the Heterogeneous Reconstruction Chain of the CMS HGCAL Detector
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Clustering in the Heterogeneous Reconstruction Chain of the CMS HGCAL Detector

Alves, Bruno ; Pantaleo, Felice ; Rovere, Marco

Journal of physics. Conference series, 2023-01, Vol.2438 (1), p.12015 [Periódico revisado por pares]

Bristol: IOP Publishing

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3
Extending the distributed computing infrastructure of the CMS experiment with HPC resources
Extending the distributed computing infrastructure of the CMS experiment with HPC resources
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Extending the distributed computing infrastructure of the CMS experiment with HPC resources

Adelman-McCarthy, J ; Boccali, T ; Caspart, R ; Delgado Peris, A ; Fischer, M ; Flix Molina, J ; Giffels, M ; Hernández, J M ; Hufnagel, D ; Kühn, E ; Madlener, T ; Mohapatra, A K ; Ozturk, H ; Pérez-Calero Yzquierdo, A ; Spiga, D ; Wissing, C

Journal of physics. Conference series, 2023-02, Vol.2438 (1), p.12039 [Periódico revisado por pares]

Bristol: IOP Publishing

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4
Quarkonium in A-A collisions with the ALICE experiment
Quarkonium in A-A collisions with the ALICE experiment
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Quarkonium in A-A collisions with the ALICE experiment

Francisco, Audrey

Journal of physics. Conference series, 2018-08, Vol.1070 (1), p.12013 [Periódico revisado por pares]

Bristol: IOP Publishing

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5
Impact of quantum noise on the training of quantum Generative Adversarial Networks
Impact of quantum noise on the training of quantum Generative Adversarial Networks
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Impact of quantum noise on the training of quantum Generative Adversarial Networks

Borras, Kerstin ; Chang, Su Yeon ; Funcke, Lena ; Grossi, Michele ; Hartung, Tobias ; Jansen, Karl ; Kruecker, Dirk ; Kühn, Stefan ; Rehm, Florian ; Tüysüz, Cenk ; Vallecorsa, Sofia

Journal of physics. Conference series, 2023-02, Vol.2438 (1), p.12093 [Periódico revisado por pares]

Bristol: IOP Publishing

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6
Understanding globular cluster abundances through nuclear reactions
Understanding globular cluster abundances through nuclear reactions
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Understanding globular cluster abundances through nuclear reactions

Adsley, P ; Williams, M ; Harrouz, D S ; Carrasco-Rojas, D P ; de Seréville, N ; Hammache, F ; Longland, R ; Bastin, B ; Davids, B ; Faestermann, T ; Fougères, C ; Greife, U ; Hertenberger, R ; Hutcheon, D ; La Cognata, M ; Laird, AM ; Lamia, L ; Lennarz, A ; Meyer, A ; d’Oliveira Santos, F ; Palmerini, S ; Psaltis, A ; Pizzone, R G ; Romano, S ; Ruiz, C ; Tumino, A ; Wirth, H-F

Journal of physics. Conference series, 2023-09, Vol.2586 (1), p.12100 [Periódico revisado por pares]

Bristol: IOP Publishing

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7
Nuclear symmetry energy at work in heavy ion reactions: new results from the INDRA-FAZIA apparatus
Nuclear symmetry energy at work in heavy ion reactions: new results from the INDRA-FAZIA apparatus
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Nuclear symmetry energy at work in heavy ion reactions: new results from the INDRA-FAZIA apparatus

Ciampi, C ; Piantelli, S ; Casini, G ; Pasquali, G ; Baldesi, L ; Barlini, S ; Borderie, B ; Bougault, R ; Camaiani, A ; Chbihi, A ; Dell’Aquila, D ; Cicerchia, M ; Dueñas, J A ; Fable, Q ; Fabris, D ; Frankland, J D ; Frosin, C ; Génard, T ; Gramegna, F ; Gruyer, D ; Henri, M ; Hong, B ; Kim, S ; Kordyasz, A ; Kozik, T ; Kweon, M J ; Lemarié, J ; Le Neindre, N ; Lombardo, I ; Lopez, O ; Marchi, T ; Nam, S H ; Ordine, A ; Ottanelli, P ; Park, J ; Park, J H ; Pârlog, M ; Poggi, G ; Quicray, J ; Rebillard-Soulié, A ; Stefanini, A A ; Upadhyaya, S ; Valdré, S ; Verde, G ; Vient, E ; Vigilante, M

Journal of physics. Conference series, 2023-09, Vol.2586 (1), p.12039 [Periódico revisado por pares]

Bristol: IOP Publishing

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8
Digital data acquisition for fast neutron metrology: defining the digital light output parameter
Digital data acquisition for fast neutron metrology: defining the digital light output parameter
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Digital data acquisition for fast neutron metrology: defining the digital light output parameter

Buffler, A ; Babut, R ; Gressier, V ; Hutton, T ; Leadbeater, T ; Petit, M ; Sole, C

Journal of physics. Conference series, 2023-09, Vol.2586 (1), p.12120 [Periódico revisado por pares]

Bristol: IOP Publishing

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9
Particle Generative Adversarial Networks for full-event simulation at the LHC and their application to pileup description
Particle Generative Adversarial Networks for full-event simulation at the LHC and their application to pileup description
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Particle Generative Adversarial Networks for full-event simulation at the LHC and their application to pileup description

Arjona Martínez, Jesus ; Nguyen, Thong Q ; Pierini, Maurizio ; Spiropulu, Maria ; Vlimant, Jean-Roch

Journal of physics. Conference series, 2020-04, Vol.1525 (1), p.12081 [Periódico revisado por pares]

Bristol: IOP Publishing

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10
Generative models uncertainty estimation
Generative models uncertainty estimation
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Generative models uncertainty estimation

Anderlini, L ; Chimpoesh, C ; Kazeev, N ; Shishigina, A

Journal of physics. Conference series, 2023-02, Vol.2438 (1), p.12088 [Periódico revisado por pares]

Bristol: IOP Publishing

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