EINN2025

Imaging Quarks and Gluons: From Global Analyses to AI-Driven Insights

Not scheduled

20m

Talk in workshop 2: "AI & ML in nuclear science: starting with design, optimization, and operation of the machine and detectors, to data analysis"

Speaker

Nobuo Sato (Jefferson Lab)

Description

Reconstructing the internal quark and gluon structure of nucleons and nuclei is a central goal of the JLab 12 GeV program and the future Electron–Ion Collider. Achieving this goal is a formidable challenge that demands the integration of theory, experiment, and data science. In this talk, I will present recent progress by the JAM Collaboration toward this mission and highlight emerging opportunities enabled by advances in AI and machine learning.