Wellbore stability evaluation presents major challenges during drilling activities . Unstable strata can lead to deformation, increased hole enlargement , and stuck pipe, resulting in costly delays and potential safety hazards. Factors influencing wellbore stability include formation geological properties, pore pressure, drilling fluid characterist