Marine biofouling has significant economic and environmental consequences, including increased drag, higher fuel consumption, elevated emissions, additional maintenance costs and accelerated material degradation. Despite progress in sustainable antifouling coatings, their development still relies largely on trial-and-error approaches. The author argues that recent advances in artificial intelligence, machine learning and materials informatics could accelerate the discovery…
