10 citations · 10 across the 2 of their papers we have counts for
2 papers
hep-ph2008★ 10 cited
New avenue to the Parton Distribution Functions: Self-Organizing Maps
J. Carnahan, H. Honkanen, S. Liuti +2
Neural network algorithms have been recently applied to construct Parton Distribution Function (PDF) parametrizations which provide an alternative to standard global fitting proced…
hep-ph2006
Obtaining Parton Distribution Functions from Self-Organizing Maps
H. Honkanen, S. Liuti, Y. C. Loitiere +2
We present an alternative algorithm to global fitting procedures to construct Parton Distribution Functions (PDFs) parametrizations. The proposed algorithm uses Self-Organizing Map…