On NREL's windAI_bench aerofoil dataset, MLP and PointNet outperform GraphSAGE and GUNet on unseen foils, with MLP best overall for flow prediction and PointNet best for lift coefficient only at one training size.
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Benchmarking machine learning models for predicting aerofoil performance
On NREL's windAI_bench aerofoil dataset, MLP and PointNet outperform GraphSAGE and GUNet on unseen foils, with MLP best overall for flow prediction and PointNet best for lift coefficient only at one training size.