Cheng-Wei Lu

A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting

Predicting extreme weather events such as tropical and extratropical cyclones is of vital scientific and societal importance. Of late, machine learning methods have found their way to weather analysis and prediction, but mostly, these methods use machine learning merely as a complement to traditiona…