A database of CFD-computed flow fields around airfoils for machine-learning applications (part 2) (Q6704657)
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Dataset published at Zenodo repository.
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A database of CFD-computed flow fields around airfoils for machine-learning applications (part 2) |
Dataset published at Zenodo repository. |
Statements
This dataset is designed to test Machine-Learning techniques onComputational Fluid Dynamics (CFD) data. It contains two-dimensional RANS simulations of the turbulent flow around NACA 4-digits airfoils, at fixed angle of attack (10 degrees) and at a fixed Reynolds number (3x10^6). The whole NACA family is spawned. The present dataset contains 425 geometries, 2600 further geometries are published in accompanying repository (10.5281/zenodo.4106752). For further information refer to: Schillaci, A., Quadrio, M., Pipolo, C., Restelli, M., Boracchi, G. Inferring Functional Properties from Fluid Dynamics Features 2020 25th International Conference on Pattern Recognition (ICPR) Milan, Italy, Jan 10-15, 2021
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10 January 2021
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