Self-organizing maps algorithm for parton distribution functions extraction

Simonetta Liuti, Katherine A. Holcomb, Evan Askanazi

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations


We describe a new method to extract parton distribution functions from hard scattering processes based on Self-Organizing Maps. The extension to a larger, and more complex class of soft matrix elements, including generalized parton distributions is also discussed.

Original languageEnglish
Article number012064
JournalJournal of Physics: Conference Series
Issue number1
StatePublished - 2012
Externally publishedYes
Event14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research, ACAT 2011 - Uxbridge, London, United Kingdom
Duration: 5 Sep 20119 Sep 2011


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