Uploading Nozzle Jet flow dataset

README

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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
+
+
+
+

database_LES_HF.npy

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database_RANS_LF.npy

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parameters_LES_HF.npy

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+size 560

parameters_RANS_LF.npy

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