Neural-network analysis of Parton Distribution Functions from Ioffe-time pseudodistributions

Abstract

Abstract We extract two nonsinglet nucleon Parton Distribution Functions from lattice QCD data for reduced Ioffe-time pseudodistributions. We perform such analysis within the NNPDF framework, considering data coming from different lattice ensembles and dis- cussing in detail the treatment of the different source of systematics involved in the fit. We introduce a recipe for taking care of systematics and use it to perform our extraction of light-cone PDFs.

Keywords

• Lattice field theory simulation
• QCD Phenomenology