Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere. - Jonathan A. Weyn; Dale R. Durran; Rich Caruana (CoRR, 2020)

Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models. - Jonathan A. Weyn; Dale R. Durran; Rich Caruana; Nathaniel Cresswell-Clay (CoRR, 2021)

MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather. - Sylwester Klocek; Haiyu Dong; Matthew Dixon; Panashe Kanengoni; Najeeb Kazmi; Pete Luferenko; Zhongjian Lv; Shikhar Sharma; Jonathan A. Weyn; Siqi Xiang (CoRR, 2021)

Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers. - Yang Li; Haiyu Dong; Zuliang Fang; Jonathan A. Weyn; Pete Luferenko (CoRR, 2022)

Evaluation of Dependency Structure for Multivariate Weather Predictors Using Copulas. - Samuel C. Maina; Dorcas Gicuku Mwigereri; Jonathan A. Weyn; Lester Mackey; Millicent Ochieng (ACM J. Comput. Sustain. Soc., 2023)

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies. - Shuaiwen Leon Song; Bonnie Kruft; Minjia Zhang; Conglong Li; Shiyang Chen 004; Chengming Zhang 006; Masahiro Tanaka; Xiaoxia Wu; Jeff Rasley; Ammar Ahmad Awan; Connor Holmes; Martin Cai; et al. (CoRR, 2023)

An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting. - Jonathan A. Weyn; Divya Kumar; Jeremy Berman; Najeeb Kazmi; Sylwester Klocek; Pete Luferenko; Kit Thambiratnam (CoRR, 2024)

Aurora: A Foundation Model of the Atmosphere. - Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan A. Weyn; Haiyu Dong; Anna Vaughan; Jayesh K. Gupta; Kit Thambiratnam; et al. (CoRR, 2024)

WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models. - Weixin Jin; Jonathan A. Weyn; Pengcheng Zhao; Siqi Xiang; Jiang Bian; Zuliang Fang; Haiyu Dong; Hongyu Sun; Kit Thambiratnam; Qi Zhang (CoRR, 2024)

OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations. - Pengcheng Zhao; Jiang Bian; Zekun Ni; Weixin Jin; Jonathan A. Weyn; Zuliang Fang; Siqi Xiang; Haiyu Dong; Bin Zhang; Hongyu Sun; Kit Thambiratnam; Qi Zhang (CoRR, 2024)

A foundation model for the Earth system. - Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Anna Allen; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan A. Weyn; Haiyu Dong; Jayesh K. Gupta; Kit Thambiratnam; et al. (Nat., 2025)

SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA. - Mingliang Bai; Zuliang Fang; Shengyu Tao; Siqi Xiang; Jiang Bian; Yanfei Xiang; Pengcheng Zhao; Weixin Jin; Jonathan A. Weyn; Haiyu Dong; Bin Zhang; Hongyu Sun; et al. (CoRR, 2025)