Wellbore stability evaluation 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 incidents. To mitigate these risks, comprehensive methods are r