Wellbore stability assessment presents considerable challenges throughout drilling activities . Unstable rock can lead to failure , higher hole cleaning , and immobile pipe, resulting in substantial delays and likely safety hazards. Factors influencing borehole integrity include rock mechanical properties, reservoir pressure, mud characteristics, a