1 code implementation • 6 Dec 2022 • Yang Li, Haiyu Dong, Zuliang Fang, Jonathan Weyn, Pete Luferenko
To further improve the model performance, multi-model ensemble and threshold optimization were used to produce the final probabilistic rain prediction.
no code implementations • 18 Nov 2021 • Sylwester Klocek, Haiyu Dong, Matthew Dixon, Panashe Kanengoni, Najeeb Kazmi, Pete Luferenko, Zhongjian Lv, Shikhar Sharma, Jonathan Weyn, Siqi Xiang
We present the encoder-forecaster convolutional long short-term memory (LSTM) deep-learning model that powers Microsoft Weather's operational precipitation nowcasting product.