... the proposed correlation, three most commonly applied water saturation models (Simandoux, Bardon and Pied model, Fertl and Hammack Model, Waxman-Smits, and Indonesian) from literature were selected and subjected to same well log data as the AI model to estimate water saturation. The estimated water saturation...

... distribution, both initial volumetric estimates and subsequent predictions are potentially meaningless. In the past, well-centric saturation-height modeling was the preferred technique for deriving the saturation model, which was based on regression of selected representative logs or capillary pressure...