Wellbore stability analysis in challenging formations presents a significant challenge to successful drilling wellbore stability1 operations. These formations often exhibit complex geological properties that can lead to wellbore collapse, reducing operational efficiency and increasing the risk of incidents. To mitigate these risks, comprehensive st