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

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

Recent machine-learning approaches to weather forecasting often employ a monolithic architecture in which distinct physical mechanisms-advection (long-range transport), diffusion-l…