nvidia/HiLiftAeroML
Updated • 14.3k • 32
CAE ML Datasets
Open, high-fidelity CFD datasets and associated papers for reproducible scientific machine-learning research in automotive and aerospace aerodynamics.
Note Aerospace aerodynamics · 1,800 samples from 180 geometries and 10 angles of attack · 14 deterministic split families.
neashton/drivaerml
Updated • 55.8k • 16Note Automotive aerodynamics · 500-geometry design space with 484 public cases · deterministic benchmark splits available.
neashton/windsorml
Viewer • Updated • 193k • 13.6k • 2Note Automotive aerodynamics · 355 geometry variants · deterministic benchmark splits available.
neashton/ahmedml
Updated • 4.88k • 11Note Automotive aerodynamics · 500 geometry variants · deterministic benchmark splits available.
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HiLiftAeroML: High-Fidelity Computational Fluid Dynamics Dataset for High-Lift Aircraft Aerodynamics
Paper • 2605.19565 • Published -
DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics
Paper • 2408.11969 • Published -
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
Paper • 2407.19320 • Published -
AhmedML: High-Fidelity Computational Fluid Dynamics Dataset for Incompressible, Low-Speed Bluff Body Aerodynamics
Paper • 2407.20801 • Published