Speaker
Mr
Juan Cruz-Martinez
(University of Milano)
Description
We show recent developments on new methodologies for the determination of Parton Distribution Functions in the context of the NNPDF collaboration.
We study different models and architectures in a systematic way which allows as to assess the quality of the fit: overtraining, model complexity, hyperparameter setup, optimization algorithm...
We show a fully automatized pipeline to achieve a best model setup finding good improvements in both the quality and efficiency of the fits.
Primary authors
Mr
Juan Cruz-Martinez
(University of Milano)
Dr
Stefano Carrazza
(University of Milan)