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Theses

All Bachelor, Masters and PhD theses containing NNPDF-related research are listed here and available for download.

2025

  • Statistical properties of PDF uncertainties
    Alessio Ghidini, Bachelor, University of Milan
  • Towards next-gen parton distribution and fragmentation functions
    Tanishq Sharma, PhD, University of Turin
  • Impact of Semi-Inclusive Deep-Inelastic Scattering Data on the Determination of Parton Distribution Functions
    Lorenzo Canzian, Master, University of Turin
  • Asymmetric soft resummation of semi-inclusive deep inelastic scattering
    Francesco Ventola, Master, University of Milan

2024

  • Closure Tests of Transverse Momentum Distributions
    Kamil Laurent, Master, University of Turin
  • Faithful estimation of uncertainties in modern PDF extraction
    Andrea Barontini, PhD, University of Milan
  • Advancements in PDF determination
    Niccolò Laurenti, PhD, University of Milan
  • Towards an explainable machine learning model of proton structure
    Martina Fusi, Masters, University of Milan
  • Multifractal dimension of a QCD superinclusive observable
    Daniele Atzori, Masters, University of Milan
  • On the scale dependence of parton parametrizations
    Ivan Andrea Godino, Bachelor, University of Milan

2023

  • The impact of hadronic observables on the gluon distributions
    Dario Chemoli, Bachelor, University of Milan
  • Overfitting and Gaussianity of Parton Distribution Functions
    Francesco Paolo Guerci, Bachelor, University of Milan
  • Theory predictions for PDF fitting
    Alessandro Candido, PhD, University of Milan
  • On the Impact of Data Inconsistencies on Parton Distribution Determination
    Giovanni De Crescenzo, Masters, University of Milan
  • Validation criteria in the determination of parton distributions
    Samuele Voltan, Masters, University of Milan

2022

  • Statistical learning for standard model phenomenology
    Roy Stegeman, PhD, University of Milan
  • Correlation between statistical and physical properties of ensembles of Parton Distribution Functions
    Elisa Stabilini, Bachelor, University of Milan

2021

  • Resummation and Machine Learning Techniques: Towards Precision Phenomenology at the LHC
    Tanjona Rabemananjara, PhD, University of Milan
  • Sampling statistical distributions in physics: a machine learning approach
    Michael Wilson, PhD, University of Edinburgh
  • Towards a new generation of Parton Distribution Functions: from high-precision collider data to lattice Quantum Chromodynamics
    Tommaso Giani, PhD, University of Edinburgh
  • Exploring the substructure of nucleons and nuclei with machine learning
    Rabah Abdul Khalek, PhD, Vrije Universiteit Amsterdam
  • Theory uncertainties in parton distribution functions
    Rosalyn Laura Pearson, PhD, University of Edinburgh
  • Colliding partons at the LHC
    Hayden Hollenbeck, Masters, University of Edinburgh

2020

  • Precision fits for the LHC and beyond
    Emma Slade, PhD, Oxford University
  • Impact of the NOMAD data on the strangeness in the proton
    Ferran Faura, Masters, Universiteit van Amsterdam
  • High-order matching for heavy quarks in perturbative QCD
    Silvia Zanoli, Masters, Università degli Studi di Milano
  • Optimized regression models for parton distribution functions determination using deep learning models
    Nicola Lambri, Masters, Università degli Studi di Milano

2019

  • Stability studies in the determination of parton distributions
    Federico Settimo, Bachelor, Università degli Studi di Milano
  • Optimization of parton density uncertainties
    Luca Talon, Masters, Università degli Studi di Milano
  • Determination of the charm quark mass in a global parton fit
    Elisa Radaelli, Bachelor, Università degli Studi di Milano

2018

  • Precision QCD at the LHC: from the structure of the proton to all-order resummations
    Luca Rottoli, PhD, Oxford University

2017

  • Parton distribution functions with percent level precision
    Zahari Kassabov, PhD, Università degli Studi di Milano
  • Initial-state heavy quarks in hadronic processes
    Tommaso Giani, Masters, Università degli Studi di Milano

2016

  • Studies of parametrization dependence and bias in the determination of parton distributions
    Carlo Mascaretti, Masters, Università degli Studi di Milano
  • Impact of systematic uncertainties on PDF determination
    Francesco Saverio Dambrosio, Bachelor, Università degli Studi di Milano

2015

  • Parton distribution functions with QED corrections
    Stefano Carrazza, PhD, Università degli Studi di Milano

2014

  • Unbiased spin-dependent parton distribution functions
    Emanuele R. Nocera, PhD, Università degli Studi di Milano
  • A new hybrid scheme for the treatment of heavy quarks in perturbative QCD
    Davide Napoletano, Masters, Università degli Studi di Milano
  • Proton Structure at the LHC
    Nathan P. Hartland, PhD, The University of Edinburgh
  • Parton distribution function reweighting in perturbative QCD
    Fabrizio Cimaglia, Bachelor, Università degli Studi di Milano

2013

  • Parton Distribution Functions for Precision LHC Phenomenology
    Francesco Cerutti, PhD, Universitat de Barcelona
  • Higher Order and Heavy Quark Mass Effects in the Determination of Parton Distribution Functions
    Valerio Bertone, PhD, Albert-Ludwigs-Universtät Frebiurg
  • Impact of theoretical uncertainties on PDFs on Higgs cross section
    Andrea Isgrò, Bachelor, Università degli Studi di Milano

2011

  • A new approach in the determination of Parton Distribution Functions. Application to processes with heavy quarks in the initial states
    Maria Ubiali, PhD, University of Edinburgh
  • The Weinberg angle from the lepton Forward-Backward Asymmetry at the LHC
    Luca Rottoli, Bachelor, Università degli Studi di Milano

2010

  • Small x resummed evolution equations and their implementation in a parton fit
    Giulia Calzolaio, Masters, Università degli Studi di Milano
  • Joint determination of the strong coupling constant αs and of the partonic structure of the nucleon
    Simone Lionetti, Bachelor, Università degli Studi di Milano

2009

  • The impact of correlated systematics in a global PDF analysis
    Alice Maria Donati, Bachelor, Università degli Studi di Milano
  • Determination of the strong coupling from an unbiased global parton fit
    Elisa Mariani, Bachelor, Università degli Studi di Milano

2007

  • Geometric scaling in perturbative QCD
    Fabrizio Caola, Masters, Università degli Studi di Milano

2006

  • The neural network approach to parton distributions
    Juan Rojo, PhD, Universitat de Barcelona

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