Unitarity and the QCD-improved dipole picture
M. McDermott, L. Frankfurt, V. Guzey, M. Strikman

TL;DR
This paper explores the limitations of the leading-twist perturbative QCD approach at small x, emphasizing the importance of unitarity corrections and non-perturbative effects in describing structure functions, and proposes a model consistent with experimental data.
Contribution
It introduces a model incorporating unitarity and higher-twist corrections, extending the dipole picture to better describe small x phenomena and low Q^2 data.
Findings
Higher twist corrections are significant at small x and moderate Q^2.
Large non-perturbative dipoles contribute notably to structure functions.
The model accurately describes low Q^2 data without additional tuning.
Abstract
As a consequence of QCD factorization theorems, a wide variety of inclusive and exclusive cross sections may be formulated in terms of a universal colour dipole cross section at small . It is well known that for small transverse size dipoles this cross section is related to the leading-log gluon density. Using the measured pion-proton cross section as a guide, we suggest a reasonable extrapolation of the dipole cross section to the large transverse size region. We point out that the observed magnitude and small rise of the gluon density from conventional fits implies that the DGLAP approximation has a restricted region of applicability. We found that `higher twist' or unitarity corrections are required in, or close to, the HERA kinematic region, even for small `perturbative' dipoles for scattering at central impact parameters. This means that the usual perturbative leading twist…
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