Self-Organizing Maps Algorithm for Parton Distribution Functions Extraction
arXiv:1112.2280 · doi:10.1088/1742-6596/368/1/012064
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.
6 pages, 3 figures, to be published in the proceedings of ACAT 2011, 14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research