Self-Organizing Maps Parametrization of Deep Inelastic Structure Functions with Error Determination

Evan Askanazi, Katherine Holcomb, Simonetta Liuti

We present and discuss a new method to extract parton distribution functions from hard scattering processes based on an alternative type of neural network, the Self-Organizing Map.…