Jonathan A. Weyn

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A foundation model for the Earth system.
Nat.
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, Alexander T. Archibald, Chun-Chieh Wu, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris
2025 J jnl
Huracan: A skillful end-to-end data-driven system for ensemble data assimilation and weather prediction.
CoRR
Zekun Ni, Jonathan A. Weyn, Hang Zhang, Yanfei Xiang, Jiang Bian, Weixin Jin, Kit Thambiratnam, Qi Zhang, Haiyu Dong, Hongyu Sun
2025 J jnl
SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA.
CoRR
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, Kit Thambiratnam, Qi Zhang, Hongbin Sun, Xuan Zhang, Qiuwei Wu
2024 J jnl
An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting.
CoRR
Jonathan A. Weyn, Divya Kumar, Jeremy Berman, Najeeb Kazmi, Sylwester Klocek, Pete Luferenko, Kit Thambiratnam
2024 J jnl
Aurora: A Foundation Model of the Atmosphere.
CoRR
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, Alexander T. Archibald, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris
2024 J jnl
OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations.
CoRR
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
2024 J jnl
WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models.
CoRR
Weixin Jin, Jonathan A. Weyn, Pengcheng Zhao, Siqi Xiang, Jiang Bian, Zuliang Fang, Haiyu Dong, Hongyu Sun, Kit Thambiratnam, Qi Zhang
2023 J jnl
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan A. Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, J. Gregory Pauloski, Logan T. Ward, Valérie Hayot-Sasson, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi A. Hanson, Thomas E. Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton D. Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin M. Aji, Angela Dalton, Michael J. Schulte, Karl W. Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens
2023 J jnl
Evaluation of Dependency Structure for Multivariate Weather Predictors Using Copulas.
ACM J. Comput. Sustain. Soc.
Samuel C. Maina, Dorcas Gicuku Mwigereri, Jonathan A. Weyn, Lester Mackey, Millicent Ochieng
2022 J jnl
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers.
CoRR
Yang Li, Haiyu Dong, Zuliang Fang, Jonathan A. Weyn, Pete Luferenko
2021 J jnl
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather.
CoRR
Sylwester Klocek, Haiyu Dong, Matthew Dixon, Panashe Kanengoni, Najeeb Kazmi, Pete Luferenko, Zhongjian Lv, Shikhar Sharma, Jonathan A. Weyn, Siqi Xiang
2021 J jnl
Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models.
CoRR
Jonathan A. Weyn, Dale R. Durran, Rich Caruana, Nathaniel Cresswell-Clay
2020 J jnl
Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere.
CoRR
Jonathan A. Weyn, Dale R. Durran, Rich Caruana