Predicting wellbore stability in challenging formations presents a significant obstacle for drilling engineers. These formations often exhibit complex geological structures and properties that can lead to unexpected wellbore failure. Accurate prediction of wellbore stability is crucial for ensuring safe and efficient drilling operations, minimizing