Achieving optimal wellbore stability during drilling operations is paramount for ensuring successful completion of hydrocarbons. Managed pressure drilling (MPD) has emerged as a sophisticated technique to enhance wellbore integrity. By dynamically controlling the drilling fluid pressure throughout the wellbore, MPD mitigates the hazards associated

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