Erik Nilsson

Process-oriented evaluation of machine learning and physics-based models for wave parameter prediction under extreme conditions in a fetch-limited sea

Machine learning approaches are increasingly used for wave prediction, yet their ability to represent the physical processes governing extreme waves in fetch-limited seas remains insufficiently understood. This study evaluates four machine learning models for reconstructing signi...