A mixture-of-experts gating network that fuses predictions from DoMINO, X-MeshGraphNet, and FigConvNet reduces L-2 prediction error for automotive surface pressure and wall shear stress below each individual expert on DrivAerML.
Machine learning for road vehicle aerodynamics
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A Mixture of Experts Gating Network for Enhanced Surrogate Modeling in External Aerodynamics
A mixture-of-experts gating network that fuses predictions from DoMINO, X-MeshGraphNet, and FigConvNet reduces L-2 prediction error for automotive surface pressure and wall shear stress below each individual expert on DrivAerML.