Wellbore stability assessment presents significant challenges during drilling activities . Unstable strata can lead to failure , greater hole cleaning , and immobile pipe, resulting in costly delays and possible safety hazards. Factors influencing wellbore integrity include formation mechanical properties, pore pressure, drilling fluid characterist