Self-organizing maps algorithm for parton distribution functions extraction

Simonetta Liuti; Katherine A. Holcomb; Evan Askanazi

doi:10.1088/1742-6596/368/1/012064

Self-organizing maps algorithm for parton distribution functions extraction

Simonetta Liuti, Katherine A. Holcomb, Evan Askanazi

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Abstract

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 language	English
Article number	012064
Journal	Journal of Physics: Conference Series
Volume	368
Issue number	1
DOIs	https://doi.org/10.1088/1742-6596/368/1/012064
State	Published - 2012
Externally published	Yes
Event	14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research, ACAT 2011 - Uxbridge, London, United Kingdom Duration: 5 Sep 2011 → 9 Sep 2011

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title = "Self-organizing maps algorithm for parton distribution functions extraction",

abstract = "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.",

author = "Simonetta Liuti and Holcomb, {Katherine A.} and Evan Askanazi",

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T2 - 14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research, ACAT 2011

Y2 - 5 September 2011 through 9 September 2011

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Self-organizing maps algorithm for parton distribution functions extraction

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