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Computing and Software for Big Science, Volume 7

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Volume 7, Number 1, December 2023

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  - journals/csbs/AmroucheBCEEFGGGGGGHIKKMRSUV23
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Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant:
The Tracking Machine Learning Challenge: Throughput Phase. 1
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  - journals/csbs/BarberisAABCCDFCGGHHIKMPRSSSTVPY23
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Dario Barberis, Igor Alexandrov, Evgeny Alexandrov, Zbigniew Baranowski, Luca Canali, Elizaveta Cherepanova, Gancho Dimitrov, Andrea Favareto, Álvaro Fernández Casaní, Elizabeth J. Gallas, Carlos García-Montoro, Santiago González de la Hoz, Julius Hrivnac, Alexander Iakovlev, Andrei Kazymov, Mikhail Mineev, Fedor Prokoshin, Grigori Rybkin, José Salt, Javier Sánchez, Roman Sorokoletov, Rainer Töebbicke, Petya Vasileva, Miguel Villaplana Perez, Ruijun Yuan:
The ATLAS EventIndex. 2
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  - journals/csbs/EichEFFNR23
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Niclas Eich, Martin Erdmann, Peter Fackeldey, Benjamin Fischer, Dennis Noll, Yannik Rath:
Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster. 3
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  - journals/csbs/WessnerBSL23
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Jonas Weßner, Rüdiger Berlich, Kilian Schwarz, Matthias F. M. Lutz:
Parametric Optimization on HPC Clusters with Geneva. 4
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  - journals/csbs/BhimjiCDDFGGJLLMMNRSTGWWW23
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Wahid Bhimji, Dale Carder, Eli Dart, Javier M. Duarte, Ian Fisk, Robert W. Gardner, Chin Guok, Bo Jayatilaka, Tom Lehman, M. Lin, Carlos Maltzahn, Shawn McKee, Mark S. Neubauer, O. Rind, Oksana Shadura, N. V. Tran, P. van Gemmeren, Gordon Watts, B. A. Weaver, Frank Würthwein:
Snowmass 2021 Computational Frontier CompF4 Topical Group Report Storage and Processing Resource Access. 5
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  - journals/csbs/AidalaBCFMNT23
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Christine A. Aidala, Christopher Burr, Marco Cattaneo, Dillon S. Fitzgerald, Adam Morris, Sebastian Neubert, Donijor Tropmann:
Ntuple Wizard: An Application to Access Large-Scale Open Data from LHCb. 6
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Dirk Sammel, Michael Boehler, Anton J. Gamel, Markus Schumacher:
Lightweight Integration of a Data Cache for Opportunistic Usage of HPC Resources in HEP Workflows. 7
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  - journals/csbs/MaglianellaNGNS23
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Leandro Maglianella, Lorenzo Nicoletti, Stefano Giagu, Christian Napoli, Simone Scardapane:
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition.
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Daniel Holmberg, Dejan Golubovic, Henning Kirschenmann:
Jet Energy Calibration with Deep Learning as a Kubeflow Pipeline. 9
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Jonas Eschle, Tamás Gál, Mosè Giordano, Philippe Gras, Benedikt Hegner, Lukas Heinrich, Uwe Hernandez Acosta, Stefan Kluth, Jerry (Jiahong) Ling, Pere Mato, Mikhail Mikhasenko, Alexander Moreno Briceño, Jim Pivarski, Konstantinos Samaras-Tsakiris, Oliver Schulz, Graeme Andrew Stewart, Jan Strube, Vassil Vassilev:
Potential of the Julia Programming Language for High Energy Physics Computing. 10
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  - journals/csbs/CaiHYWFHHPT23
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Tejin Cai, Kenneth Herner, Tingjun Yang, Michael Wang, Maria Acosta Flechas, Philip C. Harris, Burt Holzman, Kevin Pedro, Nhan Tran:
Accelerating Machine Learning Inference with GPUs in ProtoDUNE Data Processing. 11
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Julián García Pardiñas, Marta Calvi, Jonas Eschle, Andrea Mauri, Simone Meloni, Martina Mozzanica, Nicola Serra:
GNN for Deep Full Event Interpretation and Hierarchical Reconstruction of Heavy-Hadron Decays in Proton-Proton Collisions. 12
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  - journals/csbs/WemmerHEFBBCCCNHKLMMMMMRRSSUTV23
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Florian Wemmer, Isabel Haide, Jonas Eppelt, Torben Ferber, Alexandre Beaubien, Paolo Branchini, Marcello Campajola, Claudia Cecchi, Priyanka Cheema, Guglielmo De Nardo, Christopher Hearty, Alexander Kuzmin, Savino Longo, Elisa Manoni, Frank Meier, Mario Merola, Kenkichi Miyabayashi, Stefano Moneta, Mikhail Remnev, John Michael Roney, Jing-Ge Shiu, Boris Shwartz, Yuuji Unno, Raynette van Tonder, Roberta Volpe:
Photon Reconstruction in the Belle II Calorimeter Using Graph Neural Networks. 13
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Arianna Crippa, Lena Funcke, Tobias Hartung, Beate Heinemann, Karl Jansen, Annabel Kropf, Stefan Kühn, Federico Meloni, David Spataro, Cenk Tüysüz, Yee Chinn Yap:
Quantum Algorithms for Charged Particle Track Reconstruction in the LUXE Experiment. 14

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