Self-Orgazing Maps Parametrization of Parton Distribution Functions

Details Self-Orgazing Maps Parametrization of Parton Distribution Functions Self-Orgazing Maps Parametrization of Parton Distribution Functions

2010-08-12

arxiv.org/abs/1008.2137v1

PoS DIS2010:242,2010

Physics

High Energy Physics

High Energy Physics - Phenomenology

5 pages, 1 figure, to appear in the proceedings of "XVIII International Workshop on Deep-Inelastic Scattering and Related Subj

Scientific paper

We describe a new method to extract parton distribution functions both in the
unpolarized and the polarized case, based on a type of neural networks, the
Self-Organizing Maps. Initial quantitative results of our Next to Leading Order
analysis are presented for the unpolarized case.

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