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1
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

J.Phys.Conf.Ser, 2018-09, Vol.1085 (2), p.22008 [Periódico revisado por pares]

Bristol: IOP Publishing

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2
Performance of the ALICE Electromagnetic Calorimeter
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Performance of the ALICE Electromagnetic Calorimeter

Andrei, C. ; Barnby, L.S. ; Bazo Alba, J.L. ; Berdnikova, A. ; Bhat, M.A. ; Bize, N. ; Blair, J.T. ; Bossi, H. ; Botta, E. ; Buhler, P. ; Calvo Villar, E. ; Caron, R. ; Clai, G. ; Contreras, J.G. ; Costa, F. ; Danisch, M.C. ; Diaz, R.A. ; Dupieux, P. ; Durkac, M. ; Fasel, M. ; Fernández Téllez, A. ; Gaardhøje, J.J. ; Gagliardi, M. ; Gargiulo, C. ; Ghosh, S.K. ; Grabski, V. ; Grigoras, C. ; Grosso, R. ; Grund, D. ; Guzman, S.P. ; Hamdi, A. ; Harton, A. ; Helstrup, H. ; Herman, T. ; Heybeck, B. ; Hristov, P. ; Humanic, T.J. ; Inaba, M. ; Islam, M.S. ; Jaelani, S. ; Jahnke, C. ; Jakubowska, M.J. ; Kalweit, A. ; Kashyap, V. ; Kiselev, S. ; Koryciak, S.D. ; Lemmon, R.C. ; López Torres, E. ; Lunardon, M. ; Maevskaya, A. ; Mandaglio, G. ; Martinez, J.L. ; Marton, M.M. ; Mazzilli, M. ; Miake, Y. ; Muccifora, V. ; Musinsky, J. ; Nyanin, A. ; Oliveira Da Silva, A.C. ; Padhan, S. ; Palmeri, A. ; Pezzi, R.P. ; Płoskoń, M. ; Porteboeuf-Houssais, S. ; Porter, J. ; Puccio, M. ; Rakotozafindrabe, A. ; Ravasenga, I. ; Reckziegel, C. ; Rizzo, B. ; Røed, K. ; Rojas Torres, S. ; Rosas, E.D. ; Rossi, A. ; Roy, S. ; Rui, R. ; Saetre, J. ; Sahu, P.K. ; Sarma, P. ; Schmidt, N.V. ; Schmier, A.R. ; Sharma, H. ; Singh, V.K. ; Song, J. ; Stan, I. ; Stiefelmaier, S.F. ; Stratmann, P. ; Suaide, A.A.P. ; Tersimonov, G. ; Tikhonov, A. ; Trzaska, W.H. ; Ullaland, K. ; Vasileiou, M. ; Vechernin, V. ; Wang, D. ; Wegrzynek, A. ; Wikne, J. ; Willems, G.A. ; Zaccolo, V. ; Zhang, Y.

JINST, 2023-08, Vol.18 (8), p.P08007 [Periódico revisado por pares]

Bristol: IOP Publishing

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3
Generalized-hydrodynamic approach to inhomogeneous quenches: correlations, entanglement and quantum effects
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Generalized-hydrodynamic approach to inhomogeneous quenches: correlations, entanglement and quantum effects

Alba, Vincenzo ; Bertini, Bruno ; Fagotti, Maurizio ; Piroli, Lorenzo ; Ruggiero, Paola

Journal of statistical mechanics, 2021-11, Vol.2021 (11), p.114004 [Periódico revisado por pares]

IOP Publishing and SISSA

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4
An open-source modular framework for quantum computing
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An open-source modular framework for quantum computing

Carrazza, S. ; Efthymiou, S. ; Lazzarin, M. ; Pasquale, A.

Journal of physics. Conference series, 2023-02, Vol.2438 (1), p.12148 [Periódico revisado por pares]

Bristol: IOP Publishing

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5
Machine Learning for Particle Flow Reconstruction at CMS
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Machine Learning for Particle Flow Reconstruction at CMS

Pata, Joosep ; Duarte, Javier ; Mokhtar, Farouk ; Wulff, Eric ; Yoo, Jieun ; Vlimant, Jean-Roch ; Pierini, Maurizio ; Girone, Maria

Journal of physics. Conference series, 2023-02, Vol.2438 (1), p.12100 [Periódico revisado por pares]

Bristol: IOP Publishing

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6
Quasilocal charges in integrable lattice systems
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Quasilocal charges in integrable lattice systems

Ilievski, Enej ; Medenjak, Marko ; Prosen, Toma ; Zadnik, Lenart

Journal of statistical mechanics, 2016-06, Vol.2016 (6), p.64008 [Periódico revisado por pares]

IOP Publishing and SISSA

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7
Identification of hadronic tau lepton decays using a deep neural network
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Identification of hadronic tau lepton decays using a deep neural network

Lee, K. ; Thomas, L. ; Bethani, A. ; Moraes, A. ; Da Costa, E.M. ; Mora Herrera, C. ; Nogima, H. ; Torres Da Silva De Araujo, F. ; Lemos, D.S. ; Bauer, G. ; Chapon, E. ; Salazar González, C.A. ; Brigljevic, V. ; Majumder, D. ; Bhowmik, S. ; Denegri, D. ; Jarry, P. ; Rosowsky, A. ; Hakimi, A. ; Shchablo, K. ; Röwert, N. ; Mastrolorenzo, L. ; Rath, Y. ; Vigilante, L. ; Sert, H. ; Bin Anuar, A.A. ; Eckerlin, G. ; Jafari, A. ; Kleinwort, C. ; Schröder, M. ; Schnepf, M. ; Veszpremi, V. ; Pradhan, R. ; Sharma, A. ; Shukla, P. ; Alpana, K. ; Pandey, S. ; Simone, F.M. ; Tuve, C. ; Sguazzoni, G. ; Benussi, L. ; Tabarelli de Fatis, T. ; Bragagnolo, A. ; Margoni, M. ; Strong, G. ; Bianchini, L. ; Shafiei, N. ; Campana, M. ; Meridiani, P. ; Cometti, S. ; Sola, V. ; Go, Y. ; Ryu, M.S. ; Beyrouthy, T. ; Pedraza, I. ; Dremin, I. ; Skovpen, Y. ; Ryutin, R. ; Bachiller, I. ; Cepeda, M. ; Dharmaratna, W.G.D. ; Liyanage, K. ; Maier, B. ; Qu, H. ; Racz, A. ; Zeuner, W.D. ; Adloff, C. ; Sarkar, T. ; Ceard, L. ; Dumanoglu, I. ; Heath, G.P. ; Cockerill, D.J.A. ; Borg, J. ; Kyberd, P. ; Bartek, R. ; Arcaro, D. ; Breedon, R. ; Gerosa, R. ; Vartak, A. ; Würthwein, F. ; Incandela, J. ; Newman, H.B. ; Ryd, A. ; Burkett, K. ; Avery, P. ; Koenig, E. ; Gritsan, A.V. ; Maksimovic, P. ; Skuja, A. ; Hay, L. ; Morse, D.M. ; Wisecarver, A. ; Shi, W. ; Thomas, S. ; Mueller, R. ; Safonov, A. ; Padeken, K. ; Sheldon, P. ; Tannenwald, B. ; Fienga, F.

JINST, 2022-07, Vol.17 (7), p.P07023 [Periódico revisado por pares]

Bristol: IOP Publishing

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8
Correlation of heavy-flavour hadron production and charged-particle multiplicity in pp collisions measured by ALICE
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Correlation of heavy-flavour hadron production and charged-particle multiplicity in pp collisions measured by ALICE

Mdhluli, Joyful Elma

Journal of physics. Conference series, 2023-09, Vol.2586 (1), p.12012 [Periódico revisado por pares]

Bristol: IOP Publishing

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9
Review-Influence of Processing Parameters to Control Morphology and Optical Properties of Sol-Gel Synthesized ZnO Nanoparticles
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Review-Influence of Processing Parameters to Control Morphology and Optical Properties of Sol-Gel Synthesized ZnO Nanoparticles

Arya, Sandeep ; Mahajan, Prerna ; Mahajan, Sarika ; Khosla, Ajit ; Datt, Ram ; Gupta, Vinay ; Young, Sheng-Joue ; Oruganti, Sai Kiran

ECS journal of solid state science and technology, 2021-02, Vol.10 (2), p.23002 [Periódico revisado por pares]

IOP Publishing

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10
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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