Decomposing weather forecasting into advection and convection with neural networks

Mengxuan Chen, Ziqi Yuan, Jinxiao Zhang +2

Operational weather forecasting models have advanced for decades on both the explicit numerical solvers and the empirical physical parameterization schemes. However, the involved h…