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