EmmiAI/

Emmi-Wing

This repository contains the dataset proposed in Going with the Speed of Sound: Pushing Neural Surrogates into Highly-turbulent Transonic Regimes, presented at the Workshop on ML for the Physical Sciences at NeurIPS 2025. Our dataset follows widely-used industrial standards:

OpenFOAM-v2506 used for simulations and mesh generation Steady-state compressible solver (rhoSimpleFoam) Body-fitted mesh using snappyHexMesh, y^+ values in the range [50 − 200]… See the full description on the dataset page: https://huggingface.co/datasets/EmmiAI/Emmi-Wing.