LaMET-Agent: An Agent Framework for Large-Momentum Effective Theory Analysis

arXiv:2609.32225 · hep-lat, cs.AI, hep-ph · Submitted 2026-09-26 · Read on arXiv

hep-lat, cs.AI, hep-ph

Submitted: 2026-09-26

Updated: 2026-09-26

Code: https://github.com/AI4LGT/lamet-agent

Terminology

• Provenance — 10× in this paper · explained in 4 episodes
• Consistency — 9× in this paper · explained in 3 episodes
• Regularization — 4× in this paper · explained in 3 episodes
• Universality Class — 4× in this paper · explained in 2 episodes
• Accuracy — 3× in this paper · explained in 1 episode
• Benchmark — 3× in this paper · explained in 2 episodes
• Lattice Parton Collaboration — 3× in this paper
• Trace — 2× in this paper · explained in 2 episodes
• Ab Initio — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Human-in-the-Loop — 1× in this paper · explained in 3 episodes
• Inverse Problem — 1× in this paper · explained in 2 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Momentum transfer — 1× in this paper · explained in 2 episodes
• Phase Transitions — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Scaling Laws — 1× in this paper · explained in 4 episodes

Sources

• A guide to light-cone PDFs from Lattice QCD: an overview of approaches, techniques and results
• Parton distributions and lattice QCD calculations: toward 3D structure
• Improving the Precision of First-Principles Calculation of Parton Physics from Lattice QCD
• Physics Opportunities with the 12 GeV Upgrade at Jefferson Lab
• Precision Measurement of the Longitudinal Double-spin Asymmetry for Inclusive Jet Production in Polarized Proton Collisions at $\sqrt{s}=200$ GeV
• Inclusive double-helicity asymmetries in neutral pion and eta meson production in $\vec{p}+\vec{p}$ collisions at $\sqrt{s}=200$ GeV
• Inclusive cross section and double-helicity asymmetry for $\pi^{0}$ production at midrapidity in $p$$+$$p$ collisions at $\sqrt{s}=510$ GeV
• Electron Ion Collider: The Next QCD Frontier - Understanding the glue that binds us all
• Science Requirements and Detector Concepts for the Electron-Ion Collider: EIC Yellow Report
• Parton distributions and lattice QCD calculations: a community white paper
• Origin of Difference between $\overline{d}$ and $\overline{u}$ Partons in the Nucleon
• Deep-inelastic scattering and the operator product expansion in lattice QCD
• Exclusive processes in position space and the pion distribution amplitude
• Restoration of Rotational Symmetry in the Continuum Limit of Lattice Field Theories
• Quasi-PDFs, momentum distributions and pseudo-PDFs
• Exploring hadrons' partonic structure using ab initio lattice QCD calculations
• Nucleon structure functions from lattice operator product expansion
• Moments of parton distribution functions of any order from lattice QCD
• Parton Physics on Euclidean Lattice
• Parton Physics from Large-Momentum Effective Field Theory

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