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Learning magic in the Schwinger model

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arxiv 2508.09640 v1 pith:PM7KUM7R submitted 2025-08-13 hep-th

Learning magic in the Schwinger model

classification hep-th
keywords statesmagicmodelquantumschwingerapplyingchargesclassical
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We demonstrate the use of variational neural network quantum states to study non-stabilizerness in qubit-regularised quantum field theory. Applying the methodology recently introduced by Sinibaldi et al., we numerically compute the stabilizer R\'enyi entropy of ground states of the Schwinger model with a topological term. We examine how the magic content of these states depends on the separation between external probe charges, providing insight into the classical hardness of simulating gauge theories with non-trivial infrared structure.

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  1. Magic without a phase: phase-independent stabilizer R\'enyi entropy in gluon scattering

    hep-th 2026-07 conditional novelty 7.0

    A phase-averaged stabilizer Rényi entropy is introduced for tree-level gluon scattering, with color-independent phase-independent magic that is larger in 3→2 than 2→2 and has a soft-limit lower bound in 2→3.