Physics – High Energy Physics – High Energy Physics - Phenomenology
Scientific paper
2008-09-22
Physics
High Energy Physics
High Energy Physics - Phenomenology
To appear in the proceedings of 14th International QCD Conference (QCD08), Montpellier, France, 7-12th July 2008
Scientific paper
10.1016/j.nuclphysbps.2008.12.02
We present the first NNPDF full set of Parton Distribution Functions from a comprehensive DIS analysis. This approach, combining a Monte Carlo sampling of the probability measure in the space of PDFs with the use of neural networks as interpolating functions, provides a faithful and statistically sound determination of the uncertainty in parton distributions. The features of the fit and the results are discussed in details as well as some preliminary phenomenological analysis
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