Maria Girone

16 papers A 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
itwinai: A Python Toolkit for Scalable Scientific Machine Learning on HPC Systems.
J. Open Source Softw.
Matteo Bunino, Jarl Sæther, Linus Eickhoff, Anna Lappe, Kalliopi Tsolaki, Killian Verder, Henry Mutegeki, Roman Machacek, Maria Girone, Oleksandr Krochak, Mario Rüttgers, Rakesh Sarma, Andreas Lintermann
2025 J jnl
Energy Efficiency trends in HPC: what high-energy and astrophysicists need to know.
CoRR
Estela Suarez, Jorge Amaya, Martin Frank, Oliver Freyermuth, Maria Girone, Bartosz Kostrzewa, Susanne Pfalzner
2024 J jnl
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization.
Quantum Mach. Intell.
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
2023 J jnl
Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC.
CoRR
Eric Wulff, Maria Girone, David Southwick, Juan Pablo García Amboage, Eduard Cuba
2023 J jnl
Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing.
CoRR
Juan Pablo García Amboage, Eric Wulff, Maria Girone, Tomás F. Pena
2023 J jnl
Scalable neural network models and terascale datasets for particle-flow reconstruction.
CoRR
Joosep Pata, Eric Wulff, Farouk Mokhtar, David Southwick, Mengke Zhang, Maria Girone, Javier M. Duarte
2022 J jnl
Hyperparameter optimization of data-driven AI models on HPC systems.
CoRR
Eric Wulff, Maria Girone, Joosep Pata
2022 J jnl
Machine Learning for Particle Flow Reconstruction at CMS.
CoRR
Joosep Pata, Javier M. Duarte, Farouk Mokhtar, Eric Wulff, Jieun Yoo, Jean-Roch Vlimant, Maurizio Pierini, Maria Girone
2021 A conf
Computing Challenges for High Energy Physics.
HPDC
Maria Girone
2021 J jnl
HEPiX Benchmarking Solution for WLCG Computing Resources.
Comput. Softw. Big Sci.
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
2019 J jnl
Using Big Data Technologies for HEP Analysis.
CoRR
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
2018 — conf
Understanding the Performance of a Prototype of a WLCG Data Lake for HL-LHC.
eScience
Jaroslava Schovancová, Simone Campana, Xavier Espinal Curull, Maria Girone, Ivan Kadochnikov, Gavin John McCance
2017 J jnl
CMS Analysis and Data Reduction with Apache Spark.
CoRR
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
2017 J jnl
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation.
CoRR
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
2017 J jnl
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation.
Comput. Softw. Big Sci.
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
2016 — conf
Big data analytics and the LHC.
Conf. Computing Frontiers
Maria Girone