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| Database created by the Theoretical and Applied Aerodynamic Research Group @ University of Naples Federico II |
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| Jet flows emanating from parametric nozzle geometries. |
| 3 geometrical parameters: fa*; ARout; nout. |
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| Multi-Fidelity database of flow fields: Low-Fidelity (RANS) obtained with SU2 software; High-Fidelity (LES) obtained with CharLes software |
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| Please, refer to "Multi-fidelity Autoencoders: RANS-LES jet flow predictions" published on ...... |
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| - 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 |
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| Dimension of database numpy arrays: |
| [num_cases, channels, number of I pixels, number of J pixels] |
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| - database_RANS_LF.npy: (92, 12, 128, 128) |
| - database_LES_HF.npy: (18, 12, 128, 128) |
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| 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) |
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| - 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 |
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| - 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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