An ensemble of data-driven weather prediction models for operational
sub-seasonal forecasting

An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting

22 March 2024

Jonathan A. Weyn

Sylwester Klocek

Kit Thambiratnam

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Papers citing "An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting"

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Title
FuXi-S2S: A machine learning model that outperforms conventional global subseasonal forecast models Lei Chen Xiaohui Zhong Hao Li Jie Wu Bo Lu ... Shang‐Ping Xie Qingchen Chao Chensen Lin Zixin Hu Yuan Qi AI4Cl 34 2 0 15 Dec 2023
Kunyu: A High-Performing Global Weather Model Beyond Regression Losses Zekun Ni 50 3 0 04 Dec 2023
Neural General Circulation Models for Weather and Climate Dmitrii Kochkov J. Yuval I. Langmore Peter C. Norgaard Jamie A. Smith ... Peter W. Battaglia Alvaro Sanchez-Gonzalez Matthew Willson Michael P. Brenner Stephan Hoyer AI4Cl AI4CE 117 159 0 13 Nov 2023
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead Kan Chen Tao Han Junchao Gong Lei Bai Fenghua Ling ... Rui Su Yuanzheng Ci Bin Li Xiaokang Yang Wanli Ouyang AI4Cl AI4CE 188 189 0 06 Apr 2023
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators Jaideep Pathak Shashank Subramanian P. Harrington S. Raja Ashesh Chattopadhyay ... Zong-Yi Li Kamyar Azizzadenesheli Pedram Hassanzadeh K. Kashinath Anima Anandkumar AI4Cl 240 708 0 22 Feb 2022
Forecasting Global Weather with Graph Neural Networks R. Keisler AI4Cl 111 170 0 15 Feb 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 178 5,213 0 10 Jan 2022
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather Sylwester Klocek Haiyu Dong M. Dixon Panashe Kanengoni Najeeb Kazmi Pete Luferenko Zhongjian Lv Shikhar Sharma Jonathan A. Weyn Siqi Xiang AI4Cl 78 23 0 18 Nov 2021