A Minkowski-space PINN trained against a dispersive DSE benchmark reproduces B(p²) in quenched rainbow QED for α ≤ 0.6, but the validation is circular and the abstract's stronger spectral-positivity claims are absent from the body.
Fischer, Reinhard Alkofer, Tobias Dahm, and Peter Maris
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Spectral functions in Minkowski quantum electrodynamics from neural reconstruction
A Minkowski-space PINN trained against a dispersive DSE benchmark reproduces B(p²) in quenched rainbow QED for α ≤ 0.6, but the validation is circular and the abstract's stronger spectral-positivity claims are absent from the body.