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A database of CFD-computed flow fields around airfoils for machine-learning applications - MaRDI portal

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A database of CFD-computed flow fields around airfoils for machine-learning applications

From MaRDI portal



DOI10.5281/zenodo.4106752Zenodo4106752MaRDI QIDQ6704655

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 10 January 2021

Copyright license: No records found.



Description

This dataset is designed to test Machine-Learning techniques on Computational 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 2600 geometries, and 425 further geometries are published in an accompanying repository (10.5281/zenodo.4638071). 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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