Wellbore stability analysis in challenging formations presents a significant difficulty to successful drilling operations. These formations often exhibit heterogeneous geological properties that can lead to wellbore collapse, reducing operational efficiency and increasing the risk of failures. To mitigate these risks, comprehensive strategies are r