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...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Rojo, J, Ball, R, Del Debbio, L, Forte, S, Guffanti, A, Latorre, J, Piccione, A, Ubiali, M
Formatua:	Journal article
Hizkuntza:	English
Argitaratua:	2007

Antzeko izenburuak

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

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

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

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

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

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

Neural network determination of parton distributions: The nonsinglet case
nork: Del Debbio, L, et al.
Argitaratua: (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)
nork: Ball, R, et al.
Argitaratua: (2009)

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

Parton distributions with LHC data
nork: Ball, R, et al.
Argitaratua: (2013)

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

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

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

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

Parton distributions with QED corrections
nork: Ball, R, et al.
Argitaratua: (2013)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Parton distributions with threshold resummation
nork: Bonvini, M, et al.
Argitaratua: (2015)

Parton distributions in the LHC era
nork: Del Debbio Luigi
Argitaratua: (2018-01-01)

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

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

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

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

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

Introduction to parton distribution functions
nork: Dittmar, M, et al.
Argitaratua: (2005)

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

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

Parton distributions with threshold resummation
nork: Bonvini, Marco, et al.
Argitaratua: (2015)