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ORCIDMaria Girone
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- affiliation: CERN, Geneva, Switzerland
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2020 – today
- 2024
[j3]Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Thorsteinn Eli Gislason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, Edoardo Pasetto, Amer Delilbasic, Morris Riedel, Rakesh Sarma
, Maria Girone, Andreas Lintermann:
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization. Quantum Mach. Intell. 6(2): 59 (2024)- 2023
- [i9]Eric Wulff, Maria Girone, David Southwick, Juan Pablo García Amboage, Eduard Cuba:
Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC. CoRR abs/2303.15053 (2023) - [i8]Joosep Pata, Eric Wulff, Farouk Mokhtar, David Southwick, Mengke Zhang, Maria Girone, Javier M. Duarte:
Scalable neural network models and terascale datasets for particle-flow reconstruction. CoRR abs/2309.06782 (2023) - [i7]Juan Pablo García Amboage, Eric Wulff, Maria Girone, Tomás F. Pena:
Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing. CoRR abs/2311.17508 (2023) - 2022
- [i6]Joosep Pata, Javier M. Duarte, Farouk Mokhtar, Eric Wulff, Jieun Yoo, Jean-Roch Vlimant, Maurizio Pierini, Maria Girone:
Machine Learning for Particle Flow Reconstruction at CMS. CoRR abs/2203.00330 (2022) - [i5]Eric Wulff, Maria Girone, Joosep Pata:
Hyperparameter optimization of data-driven AI models on HPC systems. CoRR abs/2203.01112 (2022) - 2021
- [j2]Domenico Giordano, Manfred Alef, Luca Atzori, Jean-Michel Barbet, Olga Datskova, Maria Girone, Christopher Hollowell, Martina Javurkova, Riccardo Maganza, Miguel Fontes Medeiros, Michele Michelotto, Lorenzo Rinaldi, Andrea Sciabà, Randall J. Sobie, David Southwick, Tristan Sullivan, Andrea Valassi:
HEPiX Benchmarking Solution for WLCG Computing Resources. Comput. Softw. Big Sci. 5(1) (2021) - [c3]Maria Girone:
Computing Challenges for High Energy Physics. HPDC 2021: 3
2010 – 2019
- 2019
- [i4]Matteo Cremonesi, Claudio Bellini, Bianny Bian, Luca Canali, Vasileios Dimakopoulos, Peter Elmer, Ian Fisk, Maria Girone, Oliver Gutsche, Siew-Yan Hoh, Bo Jayatilaka, Viktor Khristenko, Andrea Luiselli, Andrew Melo, Evangelos Motesnitsalis, Dominick Olivito, Jacopo Pazzini, Jim Pivarski, Alexey Svyatkovskiy, Marco Zanetti:
Using Big Data Technologies for HEP Analysis. CoRR abs/1901.07143 (2019) - 2018
- [c2]Jaroslava Schovancová, Simone Campana, Xavier Espinal Curull, Maria Girone, Ivan Kadochnikov, Gavin John McCance:
Understanding the Performance of a Prototype of a WLCG Data Lake for HL-LHC. eScience 2018: 332-333 - [i3]Kim Albertsson, Piero Altoe, Dustin Anderson, Michael Andrews, Juan Pedro Araque Espinosa, Adam Aurisano, Laurent Basara, Adrian Bevan, Wahid Bhimji, Daniele Bonacorsi, Paolo Calafiura, Mario Campanelli, Louis Capps, Federico Carminati, Stefano Carrazza, Taylor Childers, Elias Coniavitis, Kyle Cranmer, Claire David, Douglas Davis, Javier M. Duarte, Martin Erdmann, Jonas Eschle, Amir Farbin, Matthew Feickert, Nuno Filipe Castro, Conor Fitzpatrick, Michele Floris, Alessandra Forti, Jordi Garra-Tico, Jochen Gemmler, Maria Girone, Paul Glaysher, Sergei Gleyzer, Vladimir V. Gligorov, Tobias Golling, Jonas Graw, Lindsey Gray, Dick Greenwood, Thomas Hacker, John Harvey, Benedikt Hegner, Lukas Heinrich, Ben Hooberman, Johannes Junggeburth, Michael Kagan, Meghan Kane, Konstantin Kanishchev, Przemyslaw Karpinski, Zahari Kassabov, Gaurav Kaul, Dorian Kcira, Thomas Keck, Alexei Klimentov, Jim Kowalkowski, Luke Kreczko, Alexander Kurepin, Rob Kutschke, Valentin Kuznetsov, Nicolas Köhler, Igor Lakomov, Kevin Lannon, Mario Lassnig, Antonio Limosani, Gilles Louppe, Aashrita Mangu, Pere Mato, Narain Meenakshi, Helge Meinhard, Dario Menasce, Lorenzo Moneta, Seth Moortgat, Mark S. Neubauer, Harvey B. Newman, Hans Pabst, Michela Paganini, Manfred Paulini, Gabriel N. Perdue, Uzziel Perez, Attilio Picazio, Jim Pivarski, Harrison Prosper, Fernanda Psihas, Alexander Radovic, Ryan Reece, Aurelius Rinkevicius, Eduardo Rodrigues, Jamal Rorie, David Rousseau, Aaron Sauers, Steven Schramm, Ariel Schwartzman, Horst Severini, Paul Seyfert, Filip Siroky, Konstantin Skazytkin, Mike Sokoloff, Graeme Andrew Stewart, Bob Stienen, Ian Stockdale, Giles Chatham Strong, Savannah Thais, Karen Tomko, Eli Upfal, Emanuele Usai, Andrey Ustyuzhanin, Martin Vala, Sofia Vallecorsa, Mauro Verzetti, Xavier Vilasís-Cardona, Jean-Roch Vlimant, Ilija Vukotic, Sean-Jiun Wang, Gordon Watts, Michael Williams, Wenjing Wu, Stefan Wunsch, Omar Zapata:
Machine Learning in High Energy Physics Community White Paper. CoRR abs/1807.02876 (2018) - 2017
- [j1]Burt Holzman, Lothar Bauerdick, Brian Bockelman, Dave Dykstra, Ian Fisk, Stuart Fuess, Gabriele Garzoglio, Maria Girone, Oliver Gutsche, Dirk Hufnagel, Hyunwoo Kim, Robert Kennedy, Nicolò Magini, David Mason, Panagiotis Spentzouris, Anthony Tiradani, Steven Timm, Eric Wayne Vaandering:
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation. Comput. Softw. Big Sci. 1(1) (2017) - [i2]Burt Holzman, Lothar Bauerdick, Brian Bockelman, Dave Dykstra, Ian Fisk, Stuart Fuess, Gabriele Garzoglio, Maria Girone, Oliver Gutsche, Dirk Hufnagel, Hyunwoo Kim, Robert Kennedy, Nicolò Magini, David Mason, Panagiotis Spentzouris, Anthony Tiradani, Steven Timm, Eric Wayne Vaandering:
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation. CoRR abs/1710.00100 (2017) - [i1]Oliver Gutsche, Luca Canali, Illia Cremer, Matteo Cremonesi, Peter Elmer, Ian Fisk, Maria Girone, Bo Jayatilaka, Jim Kowalkowski, Viktor Khristenko, Evangelos Motesnitsalis, Jim Pivarski, Saba Sehrish, Kacper Surdy, Alexey Svyatkovskiy:
CMS Analysis and Data Reduction with Apache Spark. CoRR abs/1711.00375 (2017) - 2016
- [c1]Maria Girone:
Big data analytics and the LHC. Conf. Computing Frontiers 2016
Coauthor Index
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