Generative assimilation and prediction for weather and climate

Shangshang Yang, Congyi Nai, Xinyan Liu +11

Machine learning models have shown great success in predicting weather up to two weeks ahead, outperforming process-based benchmarks. However, existing approaches mostly focus on t…