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hep-lat 1

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2026 1

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Wilson loops with neural networks

hep-lat · 2026-02-02 · unverdicted · novelty 7.0

Neural networks parametrize gauge-invariant interpolators that extract ground-state Wilson loops with improved signal-to-noise ratio compared to traditional methods while preserving gauge invariance.

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  • Wilson loops with neural networks hep-lat · 2026-02-02 · unverdicted · none · ref 15

    Neural networks parametrize gauge-invariant interpolators that extract ground-state Wilson loops with improved signal-to-noise ratio compared to traditional methods while preserving gauge invariance.