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Proton strucure for discovery at the Large Hadron Collider

Deliverables

Publications

Parton distributions from high-precision collider data

Author(s): Richard D. Ball, Valerio Bertone, Stefano Carrazza, Luigi Del Debbio, Stefano Forte, Patrick Groth-Merrild, Alberto Guffanti, Nathan P. Hartland, Zahari Kassabov, José I. Latorre, Emanuele R. Nocera, Juan Rojo, Luca Rottoli, Emma Slade, Maria Ubiali
Published in: The European Physical Journal C, Issue 77/10, 2017, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-017-5199-5

Minimisation strategies for the determination of parton density functions

Author(s): Stefano Carrazza, Nathan P. Hartland
Published in: Journal of Physics: Conference Series, Issue 1085, 2018, Page(s) 052007, ISSN 1742-6588
DOI: 10.1088/1742-6596/1085/5/052007

Precision determination of the strong coupling constant within a global PDF analysis

Author(s): Richard D. Ball, Stefano Carrazza, Luigi Del Debbio, Stefano Forte, Zahari Kassabov, Juan Rojo, Emma Slade, Maria Ubiali
Published in: The European Physical Journal C, Issue 78/5, 2018, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-018-5897-7

Illuminating the photon content of the proton within a global PDF analysis

Author(s): Valerio Bertone, Stefano Carrazza, Nathan Hartland, Juan Rojo
Published in: SciPost Physics, Issue 5/1, 2018, ISSN 2542-4653
DOI: 10.21468/SciPostPhys.5.1.008

Lepton-pair production in association with a b b ¯ $$ b\overline{b} $$ pair and the determination of the W boson mass

Author(s): Emanuele Bagnaschi, Fabio Maltoni, Alessandro Vicini, Marco Zaro
Published in: Journal of High Energy Physics, Issue 2018/7, 2018, ISSN 1029-8479
DOI: 10.1007/JHEP07(2018)101

Z boson production in bottom-quark fusion: a study of b-mass effects beyond leading order.

Author(s): Forte, Stefano; Napoletano, Davide; Ubiali, Maria
Published in: European Physical Journal C: Particles and Fields, Vol 78, Iss 11, Pp 1-11 (2018), Issue 2, 2018, ISSN 1434-6052
DOI: 10.17863/CAM.24995

Machine learning challenges in theoretical HEP

Author(s): Stefano Carrazza
Published in: Journal of Physics: Conference Series, Issue 1085, 2018, Page(s) 022003, ISSN 1742-6588
DOI: 10.1088/1742-6596/1085/2/022003

Low-virtuality photon transitions γ ⁎ → f f ¯

Author(s): Ansgar Denner, Stefan Dittmaier, Mathieu Pellen, Christopher Schwan
Published in: Physics Letters B, Issue 798, 2019, Page(s) 134951, ISSN 0370-2693
DOI: 10.1016/j.physletb.2019.134951

Towards a new generation of parton densities with deep learning models

Author(s): Stefano Carrazza, Juan Cruz-Martinez
Published in: The European Physical Journal C, Issue 79/8, 2019, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-019-7197-2

Lund jet images from generative and cycle-consistent adversarial networks

Author(s): Stefano Carrazza, Frédéric A. Dreyer
Published in: The European Physical Journal C, Issue 79/11, 2019, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-019-7501-1

Parton distributions with theory uncertainties: general formalism and first phenomenological studies

Author(s): Rabah Abdul Khalek, Richard D. Ball, Stefano Carrazza, Stefano Forte, Tommaso Giani, Zahari Kassabov, Rosalyn L. Pearson, Emanuele R. Nocera, Juan Rojo, Luca Rottoli, Maria Ubiali, Cameron Voisey, Michael Wilson
Published in: The European Physical Journal C, Issue 79/11, 2019, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-019-7401-4

Riemann-Theta Boltzmann machine

Author(s): Daniel Krefl, Stefano Carrazza, Babak Haghighat, Jens Kahlen
Published in: Neurocomputing, Issue 388, 2020, Page(s) 334-345, ISSN 0925-2312
DOI: 10.1016/j.neucom.2020.01.011

QCD and electroweak corrections to WZ scattering at the LHC

Author(s): Ansgar Denner, Stefan Dittmaier, Philipp Maierhöfer, Mathieu Pellen, Christopher Schwan
Published in: Journal of High Energy Physics, Issue 2019/6, 2019, ISSN 1029-8479
DOI: 10.1007/jhep06(2019)067

Fitting the b-quark PDF as a massive-b scheme: Higgs production in bottom fusion

Author(s): Stefano Forte, Tommaso Giani, Davide Napoletano
Published in: The European Physical Journal C, Issue 79/7, 2019, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-019-7119-3

Jet grooming through reinforcement learning

Author(s): Stefano Carrazza, Frédéric A. Dreyer
Published in: Physical Review D, Issue 100/1, 2019, ISSN 2470-0010
DOI: 10.1103/PhysRevD.100.014014

The economic impact of technological procurement for large-scale research infrastructures: Evidence from the Large Hadron Collider at CERN

Author(s): Paolo Castelnovo, Massimo Florio, Stefano Forte, Lucio Rossi, Emanuela Sirtori
Published in: Research Policy, Issue 47/9, 2018, Page(s) 1853-1867, ISSN 0048-7333
DOI: 10.1016/j.respol.2018.06.018

Why $$\alpha _s$$ cannot be determined from hadronic processes without simultaneously determining the parton distributions

Author(s): Stefano Forte, Zahari Kassabov
Published in: The European Physical Journal C, Issue 80/3, 2020, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-020-7748-6

VegasFlow: Accelerating Monte Carlo simulation across multiple hardware platforms

Author(s): Stefano Carrazza, Juan M. Cruz-Martinez
Published in: Computer Physics Communications, Issue 254, 2020, Page(s) 107376, ISSN 0010-4655
DOI: 10.1016/j.cpc.2020.107376

Two-loop QCD-EW master integrals for Z plus jet production at large transverse momentum

Author(s): Hjalte Frellesvig, Kirill Kudashkin, Christopher Wever
Published in: Journal of High Energy Physics, Issue 2020/5, 2020, ISSN 1029-8479
DOI: 10.1007/jhep05(2020)038

Next-to-leading-order QCD and electroweak corrections to triple-W production with leptonic decays at the LHC

Author(s): Stefan Dittmaier, Gernot Knippen, Christopher Schwan
Published in: Journal of High Energy Physics, Issue 2020/2, 2020, ISSN 1029-8479
DOI: 10.1007/jhep02(2020)003

NNLO QCD × EW corrections to Z production in the q q ¯ channel

Author(s): Roberto Bonciani, Federico Buccioni, Narayan Rana, Ilario Triscari, Alessandro Vicini
Published in: Physical Review D, Issue 101/3, 2020, ISSN 2470-0010
DOI: 10.1103/physrevd.101.031301

Direct determination of sin 2 ϑ eff

Author(s): Mauro Chiesa, Fulvio Piccinini, Alessandro Vicini
Published in: Physical Review D, Issue 100/7, 2019, ISSN 2470-0010
DOI: 10.1103/physrevd.100.071302

Single-jet inclusive cross section and its definition

Author(s): Matteo Cacciari, Stefano Forte, Davide Napoletano, Gregory Soyez, Giovanni Stagnitto
Published in: Physical Review D, Issue 100/11, 2019, ISSN 2470-0010
DOI: 10.1103/physrevd.100.114015

A first determination of parton distributions with theoretical uncertainties

Author(s): Rabah Abdul Khalek, Richard D. Ball, Stefano Carrazza, Stefano Forte, Tommaso Giani, Zahari Kassabov, Emanuele R. Nocera, Rosalyn L. Pearson, Juan Rojo, Luca Rottoli, Maria Ubiali, Cameron Voisey, Michael Wilson
Published in: The European Physical Journal C, Issue 79/10, 2019, ISSN 1434-6044
DOI: 10.1140/epjc/s10052-019-7364-5

Can New Physics Hide inside the Proton?

Author(s): Stefano Carrazza, Celine Degrande, Shayan Iranipour, Juan Rojo, Maria Ubiali
Published in: Physical Review Letters, Issue 123/13, 2019, ISSN 0031-9007
DOI: 10.1103/physrevlett.123.132001

Sampling the Riemann-Theta Boltzmann machine

Author(s): Stefano Carrazza, Daniel Krefl
Published in: Computer Physics Communications, Issue 256, 2020, Page(s) 107464, ISSN 0010-4655
DOI: 10.1016/j.cpc.2020.107464

Datasets

JetsGame/data v1.0.0

Author(s): Carrazza, Stefano,Dreyer, Frédéric A.
Published in: Zenodo