23–27 mag 2022
Almo Collegio Borromeo, Pavia, Italy
Europe/Rome fuso orario

Machine Learning in PDF determination: NNPDF4.0

26 mag 2022, 14:15
20m
Almo Collegio Borromeo, Pavia, Italy

Almo Collegio Borromeo, Pavia, Italy

P.zza Borromeo 9 27100 Pavia Italy
Longer talk Plenary session

Relatore

Dr. Juan Manuel Cruz Martinez (Università degli Studi di Milano)

Descrizione

In this talk we present the methodology used in the NNPDF4.0 global analysis. We introduce state of the art techniques in Machine Learning applied to PDF determination, automatised hyperparameter selection and tests to asses the quality and reliability of the methodology.

The entire methodology is open sourced and available for users willing to perform their own PDF analysis.

Autore principale

Dr. Juan Manuel Cruz Martinez (Università degli Studi di Milano)

Materiali di presentazione