Learning GPDs from Lattice QCD

5 May 2026, 14:30
20m
Sala IMPERIALE B. (Hotel Carlton)

Sala IMPERIALE B.

Hotel Carlton

Talk WG5 Spin and 3D Structure WG5 Spin and 3D-structure

Speaker

Huey-Wen Lin (Michigan State University)

Description

Generalized parton distributions (GPDs) provide a unified description of the three-dimensional structure of hadrons, encoding both spatial and momentum information. Their determination, however, remains a challenging inverse problem due to limited experimental constraints and theoretical complexities in their extraction. Recent advances in lattice QCD (LQCD) have made it possible to access the Bjorken-$x$ dependence of hadron structure, moving beyond the traditional restriction to a few low moments.
In this talk, we present the extraction of GPDs via machine-learning frameworks from LQCD calculations performed at physical pion mass.

Speaker confirmation Yes

Author

Huey-Wen Lin (Michigan State University)

Presentation materials