May 23 – 27, 2022
Almo Collegio Borromeo, Pavia, Italy
Europe/Rome timezone

Machine Learning in PDF determination: NNPDF4.0

May 26, 2022, 2:15 PM
20m
Almo Collegio Borromeo, Pavia, Italy

Almo Collegio Borromeo, Pavia, Italy

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

Speaker

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

Description

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.

Primary author

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

Presentation materials