Drilling and constructing wells in soft shale formations presents a significant challenge due to the inherent instability of these geological structures. Wellbore stability analysis is crucial for predicting and mitigating potential failures that can result costly downtime, environmental damage, and safety hazards. Comprehensive analyses consider a