Operator-Guided Model Reduction for Generative Sampling in Lattice Field Theory

arXiv:2605.11199 · hep-lat, cs.LG · Submitted 2026-05-11 · Read on arXiv

hep-lat, cs.LG

Submitted: 2026-05-11

Updated: 2026-08-30

Comments: 18 pages, 6 figures

Code: https://github.com/qxxmax/operatormatching

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Flow Matching — 9× in this paper · explained in 8 episodes
Robustness — 8× in this paper · explained in 5 episodes
Normalizing Flow — 7× in this paper · explained in 3 episodes
Normalizing Flows — 4× in this paper · explained in 4 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Diffusion Model — 1× in this paper · explained in 8 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
Hybrid Monte Carlo — 1× in this paper

Sources

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