Spectral functions in Minkowski quantum electrodynamics from neural reconstruction

arXiv:2510.24728 · hep-ph, cs.LG, hep-lat, hep-th · Submitted 2025-10-06 · Read on arXiv

hep-ph, cs.LG, hep-lat, hep-th

Submitted: 2025-10-06

Updated: 2026-07-23

Comments: 23 pages, 10 figures, 2 tables. Version accepted for publication in the Journal of High Energy Physics

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

Terminology

Benchmark — 40× in this paper · explained in 2 episodes
Reconstruction Error — 3× in this paper · explained in 2 episodes
Ablation — 2× in this paper · explained in 1 episode
Ab Initio — 1× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
DeepONet — 1× in this paper · explained in 2 episodes
Diagnostic Tools — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Gauge Dependence — 1× in this paper · explained in 2 episodes
Inverse Problem — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Physics-Informed Neural Networks (PINNs) — 1× in this paper · explained in 6 episodes
Regularization — 1× in this paper · explained in 3 episodes
Symmetry Breaking — 1× in this paper · explained in 3 episodes