A hybrid message-passing and linear-attention Graph Transformer reconstructs 2D airfoil flow fields from surface pressure alone, achieving high test accuracy on a new open dataset.
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Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils
A hybrid message-passing and linear-attention Graph Transformer reconstructs 2D airfoil flow fields from surface pressure alone, achieving high test accuracy on a new open dataset.