Leading order determination of the gluon polarisation from DIS events with high-p_T hadron pairs
C. Adolph, M.G. Alekseev, V.Yu. Alexakhin, Yu. Alexandrov, G.D., Alexeev, A. Amoroso, A.A. Antonov, A. Austregesilo, B. Badelek, F. Balestra,, J. Barth, G. Baum, Y. Bedfer, J. Bernhard, R. Bertini, M. Bettinelli, K., Bicker, J. Bieling, R. Birsa, J. Bisplinghoff, P. Bordalo

TL;DR
This paper measures the gluon polarization in the nucleon using DIS events with high-p_T hadron pairs, employing a neural network approach to analyze data from the COMPASS experiment, and finds no significant x_g dependence.
Contribution
It introduces a neural network method to determine gluon polarization from DIS data with high-p_T hadron pairs at leading order in QCD.
Findings
Measured gluon polarization Delta g/g = 0.125 +/- 0.060 (stat.) +/- 0.063 (syst.)
Analyzed three x_g intervals covering 0.04 to 0.27
Found no significant dependence of Delta g/g on x_g
Abstract
We present a determination of the gluon polarisation Delta g/g in the nucleon, based on the longitudinal double-spin asymmetry of DIS events with a pair of large transverse-momentum hadrons in the final state. The data were obtained by the COMPASS experiment at CERN using a 160 GeV/c polarised muon beam scattering off a polarised ^6LiD target. The gluon polarisation is evaluated by a Neural Network approach for three intervals of the gluon momentum fraction x_g covering the range 0.04 < x_g < 0.27. The values obtained at leading order in QCD do not show any significant dependence on x_g. Their average is Delta g/g = 0.125 +/- 0.060 (stat.) +/- 0.063 (syst.) at x_g=0.09 and a scale of mu^2 = 3 (GeV/c)^2.
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