Drilling and constructing wells in soft shale formations presents a significant challenge due to the inherent vulnerability of these geological structures. Wellbore stability analysis is crucial for predicting and mitigating potential failures that can cause costly downtime, ecological damage, and safety hazards. Detailed analyses involve a variety