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