Progress on neural parton distributions

Progress on neural parton distributions

We give a status report on the determination of a set of parton distributions based on neural networks. In particular, we summarize the determination of the nonsinglet quark distribution up to NNLO, we compare it with results obtained using other approaches, and we discuss its use for a determinatio...

Bibliográfalaš dieđut
Váldodahkkit:	Rojo, J, Ball, R, Del Debbio, L, Forte, S, Guffanti, A, Latorre, J, Piccione, A, Ubiali, M
Materiálatiipa:	Journal article
Giella:	English
Almmustuhtton:	2007

Geahča maid

Update on neural network parton distributions: NNPDF1.1
Dahkki: Rojo, J, et al.
Almmustuhtton: (2012)

A determination of parton distributions with faithful uncertainty estimation
Dahkki: Ball, R, et al.
Almmustuhtton: (2009)

Progress in the neural network determination of polarized parton distributions
Dahkki: Rojo, J, et al.
Almmustuhtton: (2010)

Fitting parton distribution data with multiplicative normalization uncertainties
Dahkki: Ball, R, et al.
Almmustuhtton: (2010)

Neural network approach to parton distributions fitting
Dahkki: Piccione, A, et al.
Almmustuhtton: (2006)

A first unbiased global NLO determination of parton distributions and their uncertainties
Dahkki: Ball, R, et al.
Almmustuhtton: (2010)

Neural network determination of parton distributions: The nonsinglet case
Dahkki: Del Debbio, L, et al.
Almmustuhtton: (2007)

Erratum to: "A determination of parton distributions with faithful uncertainty estimation" [Nucl. Phys. B 809 (2009) 1-63] (DOI:10.1016/j.nuclphysb.2008.09.037)
Dahkki: Ball, R, et al.
Almmustuhtton: (2009)

Parton distributions: Determining probabilities in a space of functions
Dahkki: Ball, R, et al.
Almmustuhtton: (2011)

Parton distributions with LHC data
Dahkki: Ball, R, et al.
Almmustuhtton: (2013)

Unbiased global determination of parton distributions and their uncertainties at NNLO and at LO
Dahkki: Ball, R, et al.
Almmustuhtton: (2012)

Impact of heavy quark masses on parton distributions and LHC phenomenology
Dahkki: Ball, R, et al.
Almmustuhtton: (2011)

On the impact of NMC data on NLO and NNLO parton distributions and Higgs production at the Tevatron and the LHC
Dahkki: Ball, R, et al.
Almmustuhtton: (2011)

Reweighting and unweighting of parton distributions and the LHC W lepton asymmetry data
Dahkki: Ball, R, et al.
Almmustuhtton: (2012)

Parton distributions with QED corrections
Dahkki: Ball, R, et al.
Almmustuhtton: (2013)

Precision NNLO determination of α s(M Z) using an unbiased global parton set
Dahkki: Ball, R, et al.
Almmustuhtton: (2012)

Recent progress on nnpdf for LHC
Dahkki: Ubiali, M, et al.
Almmustuhtton: (2008)

Recent progress on NNPDF for LHC
Dahkki: Ubiali, M, et al.
Almmustuhtton: (2008)

Precision determination of alpha(S)(M-Z) using an unbiased global NLO parton set
Dahkki: Lionetti, S, et al.
Almmustuhtton: (2011)

Towards parton distributions with fitted charm
Dahkki: Groth-Merrild, P, et al.
Almmustuhtton: (2016)

Parton distributions from high-precision collider data
Dahkki: Collaboration, TNNPDF, et al.
Almmustuhtton: (2017)

Parton distributions from high-precision collider data: NNPDF Collaboration
Dahkki: Ball, R, et al.
Almmustuhtton: (2017)

Precision determination of electroweak parameters and the strange content of the proton from neutrino deep-inelastic scattering
Dahkki: Ball, R, et al.
Almmustuhtton: (2009)

Unbiased determination of polarized parton distributions and their uncertainties
Dahkki: Ball, R, et al.
Almmustuhtton: (2013)

Polarized parton distributions at an electron-ion collider
Dahkki: Ball, R, et al.
Almmustuhtton: (2014)

Parton distributions from high-precision collider data
Dahkki: Richard D. Ball, et al.
Almmustuhtton: (2017-10-01)

The NNPDF1.2 parton set: Implications for the LHC
Dahkki: Rojo, J, et al.
Almmustuhtton: (2009)

Neural network determination of the non-singlet quark distribution
Dahkki: Piccione, A, et al.
Almmustuhtton: (2007)

Parton distribution benchmarking with LHC data
Dahkki: Ball, R, et al.
Almmustuhtton: (2013)

Parton distributions with threshold resummation
Dahkki: Bonvini, M, et al.
Almmustuhtton: (2015)

Parton distributions in the LHC era
Dahkki: Del Debbio Luigi
Almmustuhtton: (2018-01-01)

Reweighting NNPDFs: The W lepton asymmetry
Dahkki: Ball, R, et al.
Almmustuhtton: (2011)

Erratum to "Reweighting NNPDFs: The W lepton asymmetry" [Nucl. Phys. B 849 (1) (2011) 112-143]
Dahkki: Ball, R, et al.
Almmustuhtton: (2012)

The impact of heavy quark mass effects in the NNPDF global analysis
Dahkki: Rojo, J, et al.
Almmustuhtton: (2010)

Second erratum to "Reweighting NNPDFs: The W lepton asymmetry" [Nucl. Phys. B 849 (1) (2011) 112-143]
Dahkki: Ball, R, et al.
Almmustuhtton: (2012)

Theoretical issues in PDF determination and associated uncertainties
Dahkki: Ball, R, et al.
Almmustuhtton: (2013)

Introduction to parton distribution functions
Dahkki: Dittmar, M, et al.
Almmustuhtton: (2005)

An open-source machine learning framework for global analyses of parton distributions
Dahkki: NNPDF Collaboration, et al.
Almmustuhtton: (2021-10-01)

An overview of lattice results for parton distribution functions
Dahkki: Luigi Del Debbio
Almmustuhtton: (2024-04-01)

Parton distributions with threshold resummation
Dahkki: Bonvini, Marco, et al.
Almmustuhtton: (2015)