Wellbore stability evaluation in challenging formations presents a significant challenge to successful drilling operations. These formations often exhibit unstable geological properties that can lead to wellbore collapse, reducing operational efficiency and increasing the risk of failures. To mitigate these risks, This Site comprehensive approaches