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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
Thermal Model Fits in p-p, p-Pb and Pb-Pb Collisions
Thermal Model Fits in p-p, p-Pb and Pb-Pb Collisions
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Thermal Model Fits in p-p, p-Pb and Pb-Pb Collisions

Cleymans, Jean ; Hippolyte, Boris ; Paradza, Masimba ; Sharma, Natasha

Journal of physics. Conference series, 2019-07, Vol.1271 (1), p.12015 [Periódico revisado por pares]

Bristol: IOP Publishing

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3
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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4
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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5
Open-charm measurements in pp and Pb-Pb collisions at central rapidity with ALICE
Open-charm measurements in pp and Pb-Pb collisions at central rapidity with ALICE
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Open-charm measurements in pp and Pb-Pb collisions at central rapidity with ALICE

Hamon, Julien

Journal of physics. Conference series, 2017-04, Vol.832 (1), p.12023 [Periódico revisado por pares]

Bristol: IOP Publishing

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6
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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7
Search for heavy neutral leptons with kaon experiments at CERN
Search for heavy neutral leptons with kaon experiments at CERN
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Search for heavy neutral leptons with kaon experiments at CERN

Cenci, Patrizia

Journal of physics. Conference series, 2019-01, Vol.1137 (1), p.12022 [Periódico revisado por pares]

Bristol: IOP Publishing

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8
Charmonium production in pp collisions with ALICE at the LHC
Charmonium production in pp collisions with ALICE at the LHC
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Charmonium production in pp collisions with ALICE at the LHC

Da Costa, Hugo Pereira

Journal of physics. Conference series, 2017-01, Vol.779 (1), p.12036 [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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