SC

Stefano Carrazza

0000-0002-0079-6753

hep-phhep-exquant-phphysics.comp-phcs.LGstat.MLnucl-thhep-thnucl-exCOVID-19

On Valency

published · living versions

Parton distributions with LHC data

with Richard D. Ball, Valerio Bertone, Christopher S. Deans, Luigi Del Debbio +6

1 version

W_v4m3hs89v1 · current

Preprints & journals

102 papers in the corpus · 2012–2026

Interpreting Parton Distributions with Shapley Values

Raphael Bonnet-Guerrini, Stefano Carrazza, Stefano Forte et al.

0 citations

2607.02647v22026arXiv

Qiboml: towards the orchestration of quantum-classical machine learning

Matteo Robbiati, Andrea Papaluca, Andrea Pasquale et al.

0 citations

2510.11773v12025arXiv

Designing a Machine Learning-Driven, Cross-Hardware Emulator for Noisy Quantum Computers with Gate-Based Protocols

Matthew Ho, Jun Yong Khoo, Adrian M. Mak et al.

0 citations

2502.19872v22025Quantum Sci. Technol. 11 025052 (2026)

Combination of aN $^3$ LO PDFs and implications for Higgs production cross-sections at the LHC

Thomas Cridge, Lucian A. Harland-Lang, Jamie McGowan et al.

6 citations

2411.05373v22024J. Phys. G: Nucl. Part. Phys. 52 065002 (2025)

Transmon qubit modeling and characterization for Dark Matter search

R. Moretti, D. Labranca, P. Campana et al.

4 citations

2409.05988v32024arXiv

Double-bracket quantum algorithms for high-fidelity ground state preparation

Matteo Robbiati, Edoardo Pedicillo, Andrea Pasquale et al.

2 citations

2408.03987v22024Phys. Rev. Research 8, 033078 (2026)

Quantum noise modeling through Reinforcement Learning

Simone Bordoni, Andrea Papaluca, Piergiorgio Buttarini et al.

3 citations

2408.01506v32024Quantum Science and Technology, Volume 11, Number 1. Published 20 November 2025

Beyond full statevector simulation with Qibo

Andrea Pasquale, Andrea Papaluca, Renato M.S. Farias et al.

1 citation

2408.00384v12024arXiv

An open-source framework for quantum hardware control

Edoardo Pedicillo, Alessandro Candido, Stavros Efthymiou et al.

0 citations

2407.21737v22024arXiv

The Path to N $^3$ LO Parton Distributions

Richard D. Ball, Andrea Barontini, Alessandro Candido et al.

2 citations

2402.18635v22024arXiv

Characterization of a Transmon Qubit in a 3D Cavity for Quantum Machine Learning and Photon Counting

Alessandro D'Elia, Boulos Alfakes, Anas Alkhazaleh et al.

9 citations

2402.04322v12024arXiv

Determination of the theory uncertainties from missing higher orders on NNLO parton distributions with percent accuracy

Richard D. Ball, Andrea Barontini, Alessandro Candido et al.

36 citations

2401.10319v22024arXiv

Photons in the proton: implications for the LHC

Richard D. Ball, Andrea Barontini, Alessandro Candido et al.

24 citations

2401.08749v22024arXiv

Real-time error mitigation for variational optimization on quantum hardware

Matteo Robbiati, Alejandro Sopena, Andrea Papaluca et al.

3 citations

2311.05680v22023arXiv

Fragmented imaginary-time evolution for early-stage quantum signal processors.

Silva, Thais L, Taddei, Márcio M, Carrazza, Stefano et al.

26 citations

378803552023Scientific reports. 2023;13(1):18258

Qibosoq: an open-source framework for quantum circuit RFSoC programming

Rodolfo Carobene, Alessandro Candido, Javier Serrano et al.

4 citations

2310.05851v320232025 Quantum Sci. Technol. 10 035010

Benchmarking machine learning models for quantum state classification

Edoardo Pedicillo, Andrea Pasquale, Stefano Carrazza

1 citation

2309.07679v12023arXiv

Fast deep learning reconstruction techniques for preclinical magnetic resonance fingerprinting.

Cabini, Raffaella Fiamma, Barzaghi, Leonardo, Cicolari, Davide et al.

16 citations

376697792023NMR in biomedicine. 2024;37(1):e5028

Qibolab: an open-source hybrid quantum operating system

Stavros Efthymiou, Alvaro Orgaz-Fuertes, Rodolfo Carobene et al.

17 citations

2308.06313v32023Quantum 8, 1247 (2024)

Multi-variable integration with a variational quantum circuit

Juan M. Cruz-Martinez, Matteo Robbiati, Stefano Carrazza

9 citations

2308.05657v22023Quantum Sci.Technol. 9 (2024) 3, 035053

Quantum Computing for High-Energy Physics: State of the Art and Challenges. Summary of the QC4HEP Working Group

Alberto Di Meglio, Karl Jansen, Ivano Tavernelli et al.

216 citations

2307.03236v12023PRX Quantum 5, 037001 (2024)

Determining probability density functions with adiabatic quantum computing

Matteo Robbiati, Juan M. Cruz-Martinez, Stefano Carrazza

7 citations

2303.11346v32023Quantum Mach. Intell. 7, 5 (2025)

Towards an open-source framework to perform quantum calibration and characterization

Andrea Pasquale, Stavros Efthymiou, Sergi Ramos-Calderer et al.

4 citations

2303.10397v22023arXiv

Product Jacobi-Theta Boltzmann machines with score matching

Andrea Pasquale, Daniel Krefl, Stefano Carrazza et al.

0 citations

2303.05910v22023arXiv

Artificial intelligence for differentiating COVID-19 from other viral pneumonias on CT: comparative analysis of different models based on quantitative and radiomic approaches.

Zorzi, Giulia, Berta, Luca, Rizzetto, Francesco et al.

9 citations

366908692023European radiology experimental. 2023;7(1):3

Extending MadFlow: device-specific optimization

Stefano Carrazza, Juan M. Cruz-Martinez, Gabriele Palazzo

1 citation

2211.14056v12022arXiv

A quantum analytical Adam descent through parameter shift rule using Qibo

Matteo Robbiati, Stavros Efthymiou, Andrea Pasquale et al.

5 citations

2210.10787v12022arXiv

ICARUS-Q: Integrated control and readout unit for scalable quantum processors.

Park, Kun Hee, Yap, Yung Szen, Tan, Yuanzheng Paul et al.

23 citations

363193432022The Review of scientific instruments. 2022;93(10):104704

Snowmass 2021 whitepaper: Proton structure at the precision frontier

S. Amoroso, A. Apyan, N. Armesto et al.

103 citations

2203.13923v32022Acta Phys.Polon.B 53 (2022) 12, A1

Quantum simulation with just-in-time compilation

Stavros Efthymiou, Marco Lazzarin, Andrea Pasquale et al.

25 citations

2203.08826v22022Quantum 6, 814 (2022)

An open-source modular framework for quantum computing

Stefano Carrazza, Stavros Efthymiou, Marco Lazzarin et al.

17 citations

2202.07017v22022arXiv

A data-based parametrization of parton distribution functions

Stefano Carrazza, Juan M. Cruz-Martinez, Roy Stegeman

8 citations

2111.02954v22021arXiv

Style-based quantum generative adversarial networks for Monte Carlo events

Carlos Bravo-Prieto, Julien Baglio, Marco Ce et al.

43 citations

2110.06933v22021Quantum 6, 777 (2022)

A framework for quantitative analysis of Computed Tomography images of viral pneumonitis: radiomic features in COVID and non-COVID patients

Giulia Zorzi, Luca Berta, Stefano Carrazza et al.

0 citations

2109.13931v12021arXiv

The Path to Proton Structure at One-Percent Accuracy

Richard D. Ball, Stefano Carrazza, Juan Cruz-Martinez et al.

450 citations

2109.02653v42021arXiv

An open-source machine learning framework for global analyses of parton distributions

Richard D. Ball, Stefano Carrazza, Juan Cruz-Martinez et al.

81 citations

2109.02671v12021arXiv

MadFlow: automating Monte Carlo simulation on GPU for particle physics processes

Stefano Carrazza, Juan Cruz-Martinez, Marco Rossi et al.

15 citations

2106.10279v12021arXiv

Towards the automation of Monte Carlo simulation on GPU for particle physics processes

Stefano Carrazza, Juan Cruz-Martinez, Marco Rossi et al.

11 citations

2105.10529v12021arXiv

Compressing PDF sets using generative adversarial networks

Stefano Carrazza, Juan M. Cruz-Martinez, Tanjona R. Rabemananjara

19 citations

2104.04535v22021arXiv

A patient-specific approach for quantitative and automatic analysis of computed tomography images in lung disease: Application to COVID-19 patients.

Berta, L, De Mattia, C, Rizzetto, F et al.

7 citations

335673612021Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2021;82:28-39

PDFFlow: hardware accelerating parton density access

Marco Rossi, Stefano Carrazza, Juan M. Cruz-Martinez

2 citations

2012.08221v12020arXiv

Determining the proton content with a quantum computer

Adri'an P'erez-Salinas, Juan Cruz-Martinez, Abdulla A. Alhajri et al.

49 citations

2011.13934v22020Phys. Rev. D 103, 034027 (2021)

VegasFlow: accelerating Monte Carlo simulation across platforms

Juan M. Cruz-Martinez, Stefano Carrazza

7 citations

2010.09341v22020arXiv

MCNNTUNES: tuning Shower Monte Carlo generators with machine learning

Marco Lazzarin, Simone Alioli, Stefano Carrazza

9 citations

2010.02213v12020arXiv

Constructing PineAPPL grids on hardware accelerators

Stefano Carrazza, Juan M. Cruz-Martinez, Christopher Schwan

1 citation

2009.11798v12020arXiv

PDFFlow: parton distribution functions on GPU

Stefano Carrazza, Juan M. Cruz-Martinez, Marco Rossi

28 citations

2009.06635v12020arXiv

Qibo: a framework for quantum simulation with hardware acceleration

Stavros Efthymiou, Sergi Ramos-Calderer, Carlos Bravo-Prieto et al.

132 citations

2009.01845v22020arXiv

PineAPPL: combining EW and QCD corrections for fast evaluation of LHC processes

S. Carrazza, E. R. Nocera, C. Schwan et al.

78 citations

2008.12789v22020JHEP 12 (2020) 108

Parton distribution functions

Stefano Forte, Stefano Carrazza

6 citations

2008.12305v12020arXiv

The Prime state and its quantum relatives

D. Garc'ia-Mart'in, E. Ribas, S. Carrazza et al.

9 citations

2005.02422v32020Quantum 4, 371 (2020)

Career total: 136 works. 102 are in this corpus.Showing the 50 most recent.

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