arXiv:2302.14731·v1·High Energy Physics — Lattice
Inverse Problems in PDF Determinations
Alessandro Candido🇮🇹 · Luigi Del Debbio🇬🇧 · Tommaso Giani🇳🇱 · Giacomo Petrillo🇮🇹
Abstract
The determination of Parton Distribution Functions from a finite set of data is a typical example of an inverse problem. Inverse problems are notoriously difficult to solve, in particular when a robust determination of the uncertainty in the result is needed. We present a Bayesian framework to deal with this problem and discuss first results from a closure test.
Comments: 9 pages, 1 figure