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Kokoslocke/NACA_4_Digit_for_ML

NACA 4-Digit Airfoil CFD Dataset Point-cloud CFD solutions for NACA 4-digit airfoils, generated with OpenFOAM v13 (k-ω SST). Intended for training surrogate models that predict steady-state flow fields from airfoil geometry and flow conditions. Dataset Summary ~850 converged in-distribution cases across 50 distinct NACA 4-digit profiles AoA range: −5° to +5° Reynolds number range: 100,000 – 500,000 129 out-of-distribution (OOD) probe cases at high Re (1–2 × 10⁶)… See the full description on the dataset page: https://huggingface.co/datasets/Kokoslocke/NACA_4_Digit_for_ML.

Author / organizationKokoslocke
License (as declared)cc-by-4.0
Downloads525 (as reported by Hugging Face)
Likes0
Created8 May 2026
Last updated at source5 July 2026
cfdaerodynamicsairfoilopenfoampoint-cloudphysics-mlnaca
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