The abstract claims a symmetry-constrained neural network reproduces graphene band structures with near-zero Dirac gap, but the manuscript body is a different paper.
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Symmetry-Constrained Multi-Scale Physics-Informed Neural Networks for Graphene Electronic Band Structure Prediction
The abstract claims a symmetry-constrained neural network reproduces graphene band structures with near-zero Dirac gap, but the manuscript body is a different paper.