3 papers
physics.comp-ph2026
Operator Learning for Surrogate Modeling of Wave-Induced Forces from Sea Surface Waves
Shukai Cai, Sourav Dutta, Mark Loveland +4
Wave setup plays a significant role in transferring wave-induced energy to currents and causing an increase in water elevation. This excess momentum flux, known as radiation stress…
cs.CE2026
A Neural Operator Emulator for Coastal and Riverine Shallow Water Dynamics
Peter Rivera-Casillas, Sourav Dutta, Shukai Cai +7
Coastal regions and river floodplains are particularly vulnerable to the impacts of extreme weather events. Accurate real-time forecasting of hydrodynamic processes in these areas…
physics.flu-dyn2024
Efficacy of reduced order source terms for a coupled wave-circulation model in the Gulf of Mexico
Mark Loveland, Jessica Meixner, Eirik Valseth +1
During hurricanes, coupled wave-circulation models are critical tools for public safety. The standard approach is to use a high fidelity circulation model coupled with a wave model…