Leading-order determination of the gluon polarisation from semi-inclusive deep inelastic scattering data

TL;DR

This paper presents a leading-order analysis of gluon polarization in the nucleon using semi-inclusive deep inelastic scattering data from the COMPASS experiment, employing a neural network approach to separate processes.

Contribution

It introduces a novel analysis technique that evaluates gluon polarization at leading order without NLO pQCD calculations, covering a broad range of gluon momentum fractions.

Findings

Gluon polarization is positive in the measured x_g range.

The average gluon polarization is approximately 0.113 with uncertainties.

No significant dependence of gluon polarization on x_g was observed.

Abstract

Using a novel analysis technique, the gluon polarisation in the nucleon is re-evaluated using the longitudinal double-spin asymmetry measured in the cross section of semi-inclusive single-hadron muoproduction with photon virtuality $Q^2>1~({\rm GeV}/c)^2$. The data were obtained by the COMPASS experiment at CERN using a 160 GeV/$c$ polarised muon beam impinging on a polarised $^6$LiD target. By analysing the full range in hadron transverse momentum $p_{\rm T}$, the different $p_{\rm T}$-dependences of the underlying processes are separated using a neural-network approach. In the absence of pQCD calculations at next-to-leading order in the selected kinematic domain, the gluon polarisation $\Delta g/g$ is evaluated at leading order in pQCD at a hard scale of $\mu^2= \langle Q^2 \rangle = 3 ({\rm GeV}/c)^2$. It is determined in three intervals of the nucleon momentum fraction carried by gluons, $x_{\rm g}$, covering the range $0.04 \!<\! x_{ \rm g}\! <\! 0.28$~ and does not exhibit a significant dependence on $x_{\rm g}$. The average over the three intervals, $\langle \Delta g/g \rangle = 0.113 \pm 0.038_{\rm (stat.)}\pm 0.036_{\rm (syst.)}$ at $\langle x_{\rm g} \rangle \approx 0.10$, suggests that the gluon polarisation is positive in the measured $x_{\rm g}$ range.