Publications

Marco Rossi, Stefano Carrazza, Juan M. Cruz-Martinez (2020). PDFFlow: hardware accelerating parton density access. ICHEP2020.

Preprint PDF Project DOI

Adrián Pérez-Salinas, Juan Cruz-Martinez, Abdulla A. Alhajri, Stefano Carrazza (2020). Determining the proton content with a quantum computer.

Preprint PDF Code Project

Stefano Carrazza, Juan M. Cruz-Martinez (2020). VegasFlow: accelerating Monte Carlo simulation across platforms. 40th International Conference on High Energy Physics.

Preprint PDF Code Project

Marco Lazzarin, Simone Alioli, Stefano Carrazza (2020). MCNNTUNES: tuning Shower Monte Carlo generators with machine learning.

Preprint PDF Code Project

Stavros Efthymiou, Sergi Ramos-Calderer, Carlos Bravo-Prieto, Adrián Pérez-Salinas, Diego García-Martín, Artur Garcia-Saez, Jose Ignacio Latorre, Stefano Carrazza (2020). Qibo: a framework for quantum simulation with hardware acceleration.

Preprint PDF Code Project

Stefano Carrazza, Juan M. Cruz-Martinez, Marco Rossi (2020). PDFFlow: parton distribution functions on GPU.

Stefano Carrazza, Juan M. Cruz-Martinez, Christopher Schwan (2020). Constructing PineAPPL grids on hardware accelerators.

Project Project

Stefano Carrazza, E.R. Nocera, C. Schwan, M. Zaro (2020). PineAPPL: combining EW and QCD corrections for fast evaluation of LHC processes.

Project Project

Stefano Forte, Stefano Carrazza (2020). Parton distribution functions.

D. García-Martín, E. Ribas, Stefano Carrazza, J.I. Latorre, G. Sierra (2020). The Prime state and its quantum relatives. Quantum.

Preprint PDF Project DOI

Stefano Carrazza, Juan M. Cruz-Martinez (2020). VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms. Computer Physics Communications.

Preprint PDF Project DOI

Juan M. Cruz-Martinez, Stefano Carrazza, Roy Stegeman (2020). Studying the parton content of the proton with deep learning models. Artificial Intelligence for Science, Industry and Society (AISIS2019) Mexico City, Mexico, October 21-25, 2019.

Stefano Carrazza, Daniel Krefl (2020). Sampling the Riemann-Theta Boltzmann machine. Computer Physics Communications.

Stefano Carrazza, Juan Cruz-Martinez, Jesús Urtasun-Elizari, Emilio Villa (2019). Towards hardware acceleration for parton densities estimation.

Stefano Carrazza, Juan Cruz-Martinez (2019). Towards a new generation of parton densities with deep learning models. Eur. Phys. J..

Rabah Abdul Khalek, others (2019). Parton Distributions with Theory Uncertainties: General Formalism and First Phenomenological Studies. Eur. Phys. J..

Stefano Carrazza, Daniel Krefl, Andrea Papaluca (2019). Modelling conditional probabilities with Riemann-Theta Boltzmann Machines. 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research: Empowering the revolution: Bringing Machine Learning to High Performance Computing (ACAT 2019) Saas-Fee, Switzerland, March 11-15, 2019.

Stefano Carrazza, Frédéric A. Dreyer (2019). Lund jet images from generative and cycle-consistent adversarial networks. Eur. Phys. J..

Stefano Carrazza, Frédéric A. Dreyer (2019). libGroomRL: Reinforcement Learning for Jets.

Stefano Carrazza, Frédéric A. Dreyer (2019). Jet grooming through reinforcement learning. Phys. Rev..

Stefano Carrazza, Celine Degrande, Shayan Iranipour, Juan Rojo, Maria Ubiali (2019). Can New Physics hide inside the proton?. Phys. Rev. Lett..

Rabah Abdul Khalek, others (2019). A first determination of parton distributions with theoretical uncertainties. Eur. Phys. J..

Richard D. Ball, Stefano Carrazza, Luigi Del Debbio, Stefano Forte, Zahari Kassabov, Juan Rojo, Emma Slade, Maria Ubiali (2018). Precision determination of the strong coupling constant within a global PDF analysis. Eur. Phys. J..

Stefano Carrazza, Rikkert Frederix, Keith Hamilton, Giulia Zanderighi (2018). MINLO t-channel single-top plus jet. JHEP.

Kim Albertsson, others (2018). Machine Learning in High Energy Physics Community White Paper.

Valerio Bertone, Stefano Carrazza, Nathan P. Hartland, Juan Rojo (2018). Illuminating the photon content of the proton within a global PDF analysis. SciPost Phys..

Valerio Bertone, Stefano Carrazza, Emanuele R. Nocera, Nathan P. Hartland, Juan Rojo (2017). Towards a Neural Network determination of Pion Fragmentation Functions. Proceedings, Parton Radiation and Fragmentation from LHC to FCC-ee: CERN, Geneva, Switzerland, November 22-23, 2016.

F. Giuli, others (2017). The photon PDF from high-mass Drell–Yan data at the LHC. Eur. Phys. J..

Daniel Krefl, Stefano Carrazza, Babak Haghighat, Jens Kahlen (2017). Riemann-Theta Boltzmann Machine, .

M. L. Mangano, others (2017). Physics at a 100 TeV pp collider: Standard Model processes. CERN Yellow Report.

Richard D. Ball, others (2017). Parton distributions from high-precision collider data. Eur. Phys. J..

Stefano Carrazza (2017). Modeling NNLO jet corrections with neural networks. Proceedings, 23rd Cracow Epiphany Conference on Particle Theory Meets the First Data from LHC Run 2: Cracow, Poland, January 9-12, 2017.

Stefano Carrazza, Nathan P. Hartland (2017). Minimisation strategies for the determination of parton density functions. 18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017) Seattle, WA, USA, August 21-25, 2017.

Stefano Carrazza (2017). Machine learning challenges in theoretical HEP. 18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017) Seattle, WA, USA, August 21-25, 2017.

Valerio Bertone, Stefano Carrazza, Nathan P. Hartland (2017). APFELgrid: a high performance tool for parton density determinations. Comput. Phys. Commun..

Valerio Bertone, Stefano Carrazza, Nathan P. Hartland, Emanuele R. Nocera, Juan Rojo (2017). A determination of the fragmentation functions of pions, kaons, and protons with faithful uncertainties. Eur. Phys. J..

Stefano Carrazza, José I. Latorre (2016). Towards the compression of parton densities through machine learning algorithms. 51st Rencontres de Moriond on QCD and High Energy Interactions La Thuile, Italy, March 19-26, 2016.

Stefano Carrazza, Stefano Forte, Zahari Kassabov, Juan Rojo (2016). Specialized minimal PDFs for optimized LHC calculations. Eur. Phys. J..

Stefano Carrazza, Zahari Kassabov (2016). SMPDF Web: a web-based application for specialized minimal parton distribution functions. 7th Workshop italiano sulla fisica pp a LHC (pp @ LHC 2016) Roma, Italy, May 16-18, 2016.

Stefano Carrazza, Alfio Ferrara, Silvia Salini (2016). Research infrastructures in the LHC era: a scientometric approach.

Stefano Carrazza, R. Keith Ellis, Giulia Zanderighi (2016). QCDLoop: a comprehensive framework for one-loop scalar integrals. Comput. Phys. Commun..

Jon Butterworth, others (2016). PDF4LHC recommendations for LHC Run II. J. Phys..

J. R. Andersen, others (2016). Les Houches 2015: Physics at TeV Colliders Standard Model Working Group Report. 9th Les Houches Workshop on Physics at TeV Colliders (PhysTeV 2015) Les Houches, France, June 1-19, 2015.

D. de Florian, others (2016). Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector.

Valerio Bertone, Stefano Carrazza (2016). Combining NNPDF3.0 and NNPDF2.3QED through the APFEL evolution code.

Richard D. Ball, Valerio Bertone, Marco Bonvini, Stefano Carrazza, Stefano Forte, Alberto Guffanti, Nathan P. Hartland, Juan Rojo, Luca Rottoli (2016). A Determination of the Charm Content of the Proton. Eur. Phys. J..

Valerio Bertone, Stefano Carrazza, Emanuele R. Nocera (2015). Reference results for time-like evolution up to $ mathcalOłeft(α_s^3i̊ght) $. JHEP.

Marco Bonvini, Simone Marzani, Juan Rojo, Luca Rottoli, Maria Ubiali, Richard D. Ball, Valerio Bertone, Stefano Carrazza, Nathan P. Hartland (2015). Parton distributions with threshold resummation. JHEP.

Richard D. Ball, others (2015). Parton distributions for the LHC Run II. JHEP.

Stefano Carrazza (2015). Parton distribution functions with QED corrections.

Valerio Bertone, Stefano Carrazza, Davide Pagani, Marco Zaro (2015). On the Impact of Lepton PDFs. JHEP.

Valerio Bertone, Stefano Carrazza, Juan Rojo (2015). Doped Parton Distributions. 27th Rencontres de Blois on Particle Physics and Cosmology Blois, France, May 31-June 5, 2015.

Stefano Carrazza, Alfio Ferrara, Daniele Palazzo, Juan Rojo (2015). APFEL Web: a web-based application for the graphical visualization of parton distribution functions. J.Phys..

Stefano Carrazza, Stefano Forte, Zahari Kassabov, Jose Ignacio Latorre, Juan Rojo (2015). An Unbiased Hessian Representation for Monte Carlo PDFs. Eur. Phys. J..

Stefano Carrazza, José I. Latorre, Juan Rojo, Graeme Watt (2015). A compression algorithm for the combination of PDF sets. Eur. Phys. J..

Peter Skands, Stefano Carrazza, Juan Rojo (2014). Tuning PYTHIA 8.1: the Monash 2013 Tune. European Physical Journal.

Stefano Carrazza, Joao Pires (2014). Perturbative QCD description of jet data from LHC Run-I and Tevatron Run-II. JHEP.

Stefano Carrazza (2014). Disentangling electroweak effects in Z-boson production.

Valerio Bertone, Stefano Carrazza, Juan Rojo (2014). APFEL: A PDF Evolution Library with QED corrections. Comput.Phys.Commun..

Stefano Carrazza (2013). Towards the determination of the photon parton distribution function constrained by LHC data.

Stefano Carrazza (2013). Towards an unbiased determination of parton distributions with QED corrections.

J.M. Campbell, K. Hatakeyama, J. Huston, F. Petriello, J. Andersen, others (2013). Report of the Snowmass 2013 energy frontier QCD working group.

Richard D. Ball, others (2013). Parton distributions with QED corrections. Nucl.Phys..

Richard D. Ball, Valerio Bertone, Stefano Carrazza, Christopher S. Deans, Luigi Del Debbio, others (2013). Parton distributions with LHC data. Nucl.Phys..

Stefano Carrazza, Stefano Forte, Juan Rojo (2013). Parton Distributions and Event Generators.

Project Project

Richard D. Ball, Stefano Carrazza, Luigi Del Debbio, Stefano Forte, Jun Gao, others (2013). Parton Distribution Benchmarking with LHC Data. JHEP.