“…Petrophysical evaluation plays a crucial role in determining various reservoir rock properties such as porosity, shale volume, and water saturation [ [44] , [45] , [46] ]. This process often necessitates the use of dedicated petrophysical software, like Geolog, for proper data management and quality control.…”