A hybrid GAN-CNN surrogate framework for wave-structure interaction: Coupled prediction of free-surface fields and hydrodynamic forces

Accurate prediction of wave-structure interaction (WSI) is essential in offshore and coastal engineering, yet conventional computational fluid dynamics (CFD) simulations remain too expensive for large parametric studies and real-time applications. This work introduces a hybrid deep-learning surrogat