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Table 2

Domain of different variables in the original dataset of case study 1.

Parameter Type Symbol/Abb. Min Max Mean Standard deviation
Surfactant concentration (wt%) Input CAPG 0.5 2.0 1.25 0.56
Salinity (wt%) Input S 1 12 6.20 3.98
Co-surfactant concentration (wt%) Input CGM 0.5 4.0 2.25 1.15
Water content (wt%) Input W 82 98 90.30 4.18
Interfacial tension (mN/m) Output IFT 0.0002 11.2530 0.58 1.97
Recovery factor (%) Output RF 63.2 71.8 67.55 1.89

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