The sphere of shipbuilding is constantly evolving as engineers strive to create vessels that are not only powerful but also eco-friendly. This relentless pursuit of optimization has led to a surge in marine engineering breakthroughs, with a particular focus on reducing drag and enhancing fuel efficiency. Innovative computational fluid dynamics a