The 1st EIC-phi collaboration meeting

Session

Afternoon session 2 - Lattice, AI and Quantum for EIC

15 May 2026, 14:30

B15 (Room 5118) (Pukyong National University )

8. Flowed Moments of Parton Distribution Functions

jangho kim (Seoul National University)

15/05/2026, 14:30

9. Flow-Based Global Proposals for Monte Carlo Sampling in SU(2) Lattice Gauge Theory

Seung-il Nam

15/05/2026, 15:00

We propose a formally valid machine-learning-assisted global proposal mechanism for Monte Carlo sampling in lattice gauge theory. The construction is based on a coupling-flow update on the SU(2) lattice-link manifold, in which active links are transformed conditionally on a frozen-link background. For fixed frozen links, the proposal is explicitly invertible and preserves the product Haar...