Title of article
Neural network approach to parton distributions fitting
Author/Authors
Piccione، نويسنده , , Andrea and Del Debbio، نويسنده , , Luigi and Forte، نويسنده , , Stefano and Latorre، نويسنده , , José I. and Rojo، نويسنده , , Joan، نويسنده ,
Pages
4
From page
203
To page
206
Abstract
We will show an application of neural networks to extract informations on the structure of hadrons. A Monte Carlo over experimental data is performed to correctly reproduce data errors and correlations. A neural network is then trained on each Monte Carlo replica via a genetic algorithm. Results on the proton and deuteron structure functions and on the nonsinglet parton distribution will be shown.
Keywords
QCD , Parton Distribution Functions , NEURAL NETWORKS
Journal title
Astroparticle Physics
Record number
2028102
Link To Document