Wellbore stability assessment presents major challenges during drilling operations . Unstable rock can lead to failure , greater hole enlargement , and stuck pipe, resulting in costly delays and potential safety hazards. Factors influencing wellbore integrity include rock physical properties, reservoir pressure, drilling fluid characteristics, and