activity
20222026
most citedPineline: Industrialization of High-Energy Theory Predictions

14 citations · 31 across the 11 of their papers we have counts for

collaborators

11 papers

hep-ph2026

Implementation of DIS at NLO for PDF determination

Andrea Barontini, Marco Bonvini, Niccolò Laurenti

In this work we construct an accurate description of Deep-Inelastic Scattering (DIS) at third order in perturbative QCD that is valid at all energy scales. We do so by assembling m…

hep-ph2025

A Determination of at Accuracy from a Global PDF Analysis

The NNPDF Collaboration, Richard D. Ball, Andrea Barontini +6

We present a determination of the strong coupling from a global dataset including both fixed-target and collider data from deep-inelastic scattering and a variety of had…

hep-ph2025

Evaluating the faithfulness of PDF uncertainties in the presence of inconsistent data

Andrea Barontini, Mark N. Costantini, Giovanni De Crescenzo +2

We critically assess the robustness of uncertainties on parton distribution functions (PDFs) determined using neural networks from global sets of experimental data collected from m…

hep-ph2024★ 12 cited

An FONLL prescription with coexisting flavor number PDFs

Andrea Barontini, Alessandro Candido, Felix Hekhorn +2

We present a new prescription to account for heavy quark mass effects in the determination of parton distribution functions (PDFs) based on the FONLL scheme. Our prescription makes…

hep-ph2024

NNPDF4.0 aNLO PDFs with QED corrections

Andrea Barontini, Niccolo Laurenti, Juan Rojo

We review recent progress in the global determination of the collinear parton distributions (PDFs) of the proton within the NNPDF framework. This progress includes NNPDF4.0 variant…

hep-ph2024★ 2 cited

The Path to NLO Parton Distributions

The NNPDF Collaboration, Richard D. Ball, Andrea Barontini +16

We extend the existing leading (LO), next-to-leading (NLO), and next-to-next-to-leading order (NNLO) NNPDF4.0 sets of parton distribution functions (PDFs) to approximate next-to-ne…

hep-ph2024★ 2 cited

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

The NNPDF Collaboration, Richard D. Ball, Andrea Barontini +16

We include uncertainties due to missing higher order corrections to QCD computations (MHOU) used in the determination of parton distributions (PDFs) in the recent NNPDF4.0 set of P…

hep-ph2024★ 1 cited

Photons in the proton: implications for the LHC

The NNPDF Collaboration, Richard D. Ball, Andrea Barontini +16

We construct a set of parton distribution functions (PDFs), based on the recent NNPDF4.0 PDF set, that also include a photon PDF. The photon PDF is constructed using the LuxQED for…

hep-ph2023

Theory prediction in PDF fitting

Andrea Barontini, Alessandro Candido, Juan M. Cruz-Martinez +2

Continuously comparing theory predictions to experimental data is a common task in analysis of particle physics such as fitting parton distribution functions (PDFs). However, typic…

hep-ph2023★ 14 cited

Pineline: Industrialization of High-Energy Theory Predictions

Andrea Barontini, Alessandro Candido, Juan M. Cruz-Martinez +2

We present a collection of tools automating the efficient computation of large sets of theory predictions for high-energy physics. Calculating predictions for different processes o…

hep-ph2022

Theory pipeline for PDF fitting

Andrea Barontini, Alessandro Candido, Juan Cruz-Martinez +3

Fitting PDFs requires the integration of a broad range of datasets, both from data and theory side, into a unique framework. While for data the integration mainly consists in the s…