Maintaining wellbore integrity is vital for the efficient operation of oil and gas wells. As wells age or encounter harsh environmental conditions, they can become susceptible to failure, potentially leading to production loss, reservoir contamination, and safety hazards. Reinforcement techniques offer a robust means of reducing these risks by rein