generalfactneutralA cycle-consistent neural surrogate combining forward U-Net models with optimization-based inverse methods can provide self-supervised quality checks without ground-truth labels at inferenceArtificial Intelligence28 Jul 2026http://arxiv.org/abs/2607.21407v1