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Database created by the Theoretical and Applied Aerodynamic Research Group @ University of Naples Federico II
Jet flows emanating from parametric nozzle geometries.
3 geometrical parameters: fa*; ARout; nout.
Multi-Fidelity database of flow fields: Low-Fidelity (RANS) obtained with SU2 software; High-Fidelity (LES) obtained with CharLes software
Please, refer to "Multi-fidelity Autoencoders: RANS-LES jet flow predictions" published on ......
- database_RANS_LF.npy: numpy array containing the RANS (Low-Fidelity) database
- parameters_RANS_LF.npy: numpy array containing the design parameters of the RANS simulations
- database_LES_HF.npy: numpy array containing the LES (High-Fidelity) database
- parameters_LES_HF.npy: numpy array containing the design parameters of the LES simulations
Dimension of database numpy arrays:
[num_cases, channels, number of I pixels, number of J pixels]
- database_RANS_LF.npy: (92, 12, 128, 128)
- database_LES_HF.npy: (18, 12, 128, 128)
Channels description:
- 0: x grid coordinates in the x-z plane of the symmetry section (y=0)
- 1: z grid coordinates in the x-z plane of the symmetry section (y=0)
- 2: u velocity component in the x-z plane of the symmetry section (y=0)
- 3: v velocity component in the x-z plane of the symmetry section (y=0)
- 4: y grid coordinates in the y-z plane of the section at x=1m
- 5: z grid coordinates in the y-z plane of the section at x=1m
- 6: u velocity component in the y-z plane of the section at x=1m
- 7: v velocity component in the y-z plane of the section at x=1m
- 8: y grid coordinates in the y-z plane of the section at x=2m
- 9: z grid coordinates in the y-z plane of the section at x=2m
- 10: u velocity component in the y-z plane of the section at x=2m
- 11: v velocity component in the y-z plane of the section at x=2m
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