Hang-Yu Chen

Data-driven short-crested wave prediction with improved generalization via hybrid feature standardization and training strategy

Accurate phase-resolved prediction of multidirectional short-crested waves is essential for offshore engineering applications, yet the performance of data-driven models often deteriorates when encountering unseen sea states because of the distribution shift between training and testing conditions. To improve cross-sea-...

Nonlinear dynamics modelling based feature decoupled network to forecast ship motion attitude