Learning to Advect: A Neural Semi-Lagrangian Architecture for Weather Forecasting

Carlos A. Pereira, Stéphane Gaudreault, Valentin Dallerit +9

Machine-learning approaches to weather forecasting often employ a monolithic architecture in which distinct physical mechanisms, such as advection, diffusive mixing, thermodynamic…