“…There have been many studies on various methods for obtaining the bubble point pressure in the published literature, but there has not been an organized study on "comparing the performance of various models in obtaining the bubble point pressure in dual gradient gas drilling", and therefore, it would be suggested as a topic for future research. The aforementioned existing studies have covered such aspects as reviewing the correlations of the bubble point pressure and oil formation volume factor [46], novel empirical correlations for estimation of bubble point pressure [47], prediction of bubble point pressure, and bubble point oil formation volume factor in the absence of PVT analysis [48], comparing bubble point pressure of irreverent, crude oils [49], application of artificial intelligence techniques [50], and adopting the technique of Boosting ensembles [51]. However, the reason for selecting the Drift Flux model in the present study was that it is one of the widely-used models in two-phase drilling projects and enables obtaining a high calculation speed and a high precision.…”