AirFRANS
A steady-state RANS (Reynolds-averaged Navier-Stokes) airfoil simulation benchmark used to evaluate the accuracy of PDE surrogate models on unstructured meshes. The original version uses a relatively large mesh.
Timeline (last 90 days)
The research team evaluated on a simplified remeshed version of the AirFRANS benchmark, where each unstructured mesh contains about 9,600 faces and 4,900 vertices.
Compared with Transolver on the same dataset and the same data split, the model reduces relative L2 error by 31% and interior mean squared error (interior MSE) by 47%.
AirFRANS is a steady-state RANS (Reynolds-averaged Navier-Stokes) airfoil benchmark.
All Facts (3)
The research team evaluated on a simplified remeshed version of the AirFRANS benchmark, where each unstructured mesh contains about 9,600 faces and 4,900 vertices.
50%UnverifiedCompared with Transolver on the same dataset and the same data split, the model reduces relative L2 error by 31% and interior mean squared error (interior MSE) by 47%.
50%UnverifiedAirFRANS is a steady-state RANS (Reynolds-averaged Navier-Stokes) airfoil benchmark.
50%