Self-Organizing Maps Algorithm for Parton Distribution Functions Extraction

Details Self-Organizing Maps Algorithm for Parton Distribution Functions Extraction Self-Organizing Maps Algorithm for Parton Distribution Functions Extraction

2011-12-10

arxiv.org/abs/1112.2280v1

Physics

High Energy Physics

High Energy Physics - Phenomenology

6 pages, 3 figures, to be published in the proceedings of ACAT 2011, 14th International Workshop on Advanced Computing and Ana

Scientific paper

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.

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