Felipe C. Minuzzi

Towards Opening the Black Box of Ocean Wave Learning: From Feature-Mixing Networks to Functional Relationships

Ocean surface waves in mixed sea states, where locally generated wind-sea coexists with remotely generated swell, remain difficult to parameterize in Earth System Models. A basic physical question is which minimal set of variables governs the wave height, and what relationships connect them. Deep learning can predi...