800 research outputs found
Monte Carlo analysis of CLAS data
We present a fit of the virtual-photon scattering asymmetry of polarized Deep
Inelastic Scattering which combines a Monte Carlo technique with the use of a
redundant parametrization based on Neural Networks. We apply the result to the
analysis of CLAS data on a polarized proton target.Comment: To appear in the proceedings of 16th International Workshop on
Deep-Inelastic Scattering and Related Subjects (DIS2008), 7-11 April 2008,
University College London, U
Recent progress on NNPDF for LHC
We present recent results of the NNPDF collaboration on a full DIS analysis
of Parton Distribution Functions (PDFs). Our method is based on the idea of
combining a Monte Carlo sampling of the probability measure in the space of
PDFs with the use of neural networks as unbiased universal interpolating
functions. The general structure of the project and the features of the fit are
described and compared to those of the traditional approaches.Comment: 4 pages, 6 figures, contribution for the proceedings of the
conference "Rencontres de Moriond, QCD and High Energy Interactions
Progress on neural parton distributions
We give a status report on the determination of a set of parton distributions
based on neural networks. In particular, we summarize the determination of the
nonsinglet quark distribution up to NNLO, we compare it with results obtained
using other approaches, and we discuss its use for a determination of
.Comment: 4 pages, 2 figs, uses dis2007.cls, to appear in the DIS 2007 workshop
proceeding
The impact of the LHC Z-boson transverse momentum data on PDF determinations
The LHC has recently released precise measurements of the transverse momentum distribution of the Z-boson that provide a unique constraint on the structure of the proton. Theoretical developments now allow the prediction of these observables through next-to-next-to-leading order (NNLO) in perturbative QCD. In this work we study the impact of incorporating these latest advances into a determination of parton distribution functions (PDFs) through NNLO including the recent ATLAS and CMS 7 TeV and 8 TeV pTZ data. We investigate the consistency of these measurements in a global fit to the available data and quantify the impact of including the pTZ distributions on the PDFs. The inclusion of these new data sets significantly reduces the uncertainties on select parton distributions and the corresponding parton-parton luminosities. In particular, we find that the pTZ data ultimately leads to a reduction of the PDF uncertainty on the gluon-fusion and vector-boson fusion Higgs production cross sections by about 30%, while keeping the central values nearly unchanged.This research was supported in part by the National Science Foundation under Grant No. NSF PHY11-25915 to the Kavli Institute of Theoretical Physics in Santa Barbara. R. B. is supported by the DOE contract DE-AC02-06CH11357. F. P. is supported by the DOE grants DE-FG02- 91ER40684 and DE-AC02-06CH11357. M. U. is supported by a Royal Society Dorothy Hodgkin Research Fellowship and partially supported by the STFC grant ST/L000385/1. A. G. is supported by the European Union’s Horizon 2020 research and innovation programme under the Marie Sk lodowska-Curie grant agreement No 659128 - NEXTGENPDF. This research used resources of the Argonne Leadership Computing Facility, which is a DOE Office of Science User Facility supported under Contract DE-AC02-06CH11357
Dijet rates with symmetric E_t cuts
We consider dijet production in the region where symmetric cuts on the
transverse energy, , are applied to the jets. In this region
next-to--leading order calculations are unreliable and an all-order resummation
of soft gluon effects is needed, which we carry out. Although, for illustrative
purposes, we choose dijets produced in deep inelastic scattering, our general
ideas apply additionally to dijets produced in photoproduction or processes and should be relevant also to the study of prompt di-photon
spectra in association with a recoiling jet, in hadron-hadron processesComment: 28 pages, 4 figure
The aT distribution of the Z boson at hadron colliders
We provide the first theoretical study of a novel variable, , proposed
in Ref.[1] as a more accurate probe of the region of low transverse momentum
, for the boson distribution at hadron colliders. The is
the component of transverse to a suitably defined axis. Our study
involves resummation of large logarithms in up to the next-to--leading
logarithmic accuracy and we compare the results to those for the well-known
distribution, identifying important physical differences between the two
cases. We also test our resummed result at the two-loop level by comparing its
expansion to order with the corresponding fixed-order results and
find agreement with our expectations.Comment: 30 pages, 3 figures, JHEP class included. Final version published in
JHE
The impact of heavy quark mass effects in the NNPDF global analysis
We discuss the implementation of the FONLL general-mass scheme for heavy
quarks in deep-inelastic scattering in the FastKernel framework, used in the
NNPDF series of global PDF analysis. We present the general features of FONLL
and benchmark the accuracy of its implementation in FastKernel comparing with
the Les Houches heavy quark benchmark tables. We then show preliminary results
of the NNPDF2.1 analysis, in which heavy quark mass effects are included
following the FONLL-A GM scheme.Comment: 5 pages, 3 figures; to appear in the proceedings of DIS 2010, Firenz
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