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Alberto Di Meglio
Researcher at CERN
Publications - 33
Citations - 431
Alberto Di Meglio is an academic researcher from CERN. The author has contributed to research in topics: Quantum machine learning & Quantum computer. The author has an hindex of 7, co-authored 33 publications receiving 339 citations.
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Journal ArticleDOI
Making sense of big data in health research: Towards an EU action plan
Charles Auffray,Charles Auffray,Rudi Balling,Inês Barroso,László Bencze,Mikael Benson,Jay M. Bergeron,Enrique Bernal-Delgado,Niklas Blomberg,Christoph Bock,Christoph Bock,Christoph Bock,Ana Conesa,Susanna Del Signore,Christophe Delogne,Peter Devilee,Alberto Di Meglio,Marinus J.C. Eijkemans,Paul Flicek,Norbert Graf,Vera Grimm,Henk-Jan Guchelaar,Yike Guo,Ivo Gut,Allan Hanbury,Shahid Hanif,Ralf-Dieter Hilgers,Angel Honrado,D. Rod Hose,Jeanine J. Houwing-Duistermaat,Tim Hubbard,Sophie Helen Janacek,Haralampos Karanikas,Tim Kievits,Manfred Kohler,Andreas Kremer,Jerry Lanfear,Thomas Lengauer,Edith Maes,Theo Meert,Werner Müller,Dörthe Nickel,Peter Oledzki,Bertrand Pedersen,Milan Petkovic,Konstantinos Pliakos,Magnus Rattray,Josep Redón Más,Reinhard Schneider,Thierry Sengstag,Xavier Serra-Picamal,Wouter Spek,Lea A. I. Vaas,Okker van Batenburg,Marc Vandelaer,Péter Várnai,Pablo Villoslada,Juan Antonio Vizcaíno,John Peter Mary Wubbe,Gianluigi Zanetti +59 more
TL;DR: Clinicians, researchers, and citizens need improved methods, tools, and training to generate, analyze, and query data effectively and contribute to creating the European Single Market for health, which will improve health and healthcare for all Europeans.
Journal ArticleDOI
Application of Quantum Machine Learning using the Quantum Variational Classifier Method to High Energy Physics Analysis at the LHC on IBM Quantum Computer Simulator and Hardware with 10 qubits.
Sau Lan Wu,Jay Chan,Wen Guan,Shaojun Sun,Alex Wang,Chen Zhou,Miron Livny,Federico Carminati,Alberto Di Meglio,Andy C. Y. Li,Joseph Lykken,Panagiotis Spentzouris,Samuel Yen-Chi Chen,Shinjae Yoo,Tzu-Chieh Wei +14 more
TL;DR: In this paper, a quantum variational classifier was used for high-luminosity LHC physics analyses, including measurements of the Higgs boson self-couplings and searches for dark matter.
Journal ArticleDOI
Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC
Sau Lan Wu,Shaojun Sun,Wen Guan,Chen Zhou,Jay Chan,Chi Lung Cheng,Tuan Pham,Yan Qian,Alex Wang,Rui Zhang,Miron Livny,Jennifer R. Glick,Panagiotis Kl. Barkoutsos,Stefan Woerner,Ivano Tavernelli,Federico Carminati,Alberto Di Meglio,Andy C. Y. Li,Joseph Lykken,Panagiotis Spentzouris,Samuel Yen-Chi Chen,Shinjae Yoo,Tzu-Chieh Wei +22 more
TL;DR: In this paper, a support vector machine with a quantum kernel estimator (QSVM-Kernel method) was employed to perform high energy physics analysis using a recent LHC flagship physics analysis.
Proceedings ArticleDOI
Towards next generations of software for distributed infrastructures: The European Middleware Initiative
C. Aiftimiei,A Aimar,Andrea Ceccanti,Marco Cecchi,Alberto Di Meglio,F. Estrella,Patrick Fuhrmam,Emidio Giorgio,Balazs Konya,Laurence Field,Jon Kerr Nilsen,Morris Riedel,John White +12 more
TL;DR: The strategy followed for the achievements of the European Middleware Initiative, aiming to consolidate and evolve the existing middleware stacks, facilitating their interoperability and their deployment on large distributed infrastructures, establishing at the same time a sustainable model for the future maintenance and evolution of the middleware components is presented.
Journal ArticleDOI
ETICS: the international software engineering service for the grid
TL;DR: An overview of the ETICS system architecture and functionality set is given and how the EC- funded EGEE, DILIGENT and OMII-Europe projects are using the software engineering services to build, validate and distribute their software is described.