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2310.19822
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FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model
Science China. Earth Sciences (Sci China Earth Sci), 2023
25 October 2023
Xiaohui Zhong
Lei Chen
Jun Liu
Chensen Lin
Yuan Qi
Hao Li
AI4Cl
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Papers citing
"FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model"
15 / 15 papers shown
Efficient Generative AI Boosts Probabilistic Forecasting of Sudden Stratospheric Warmings
Ningning Tao
Fei Xie
Baoxiang Pan
Hongyu Wang
Han Huang
Zhongpu Qiu
Ke Gui
Jiali Luo
Xiaosong Chen
AI4Cl
282
0
0
30 Oct 2025
Synergistic Neural Forecasting of Air Pollution with Stochastic Sampling
Yohan Abeysinghe
Muhammad Akhtar Munir
Sanoojan Baliah
Ron Sarafian
Fahad Shahbaz Khan
Yinon Rudich
Salman Khan
118
0
0
28 Oct 2025
Revealing the Potential of Learnable Perturbation Ensemble Forecast Model for Tropical Cyclone Prediction
Jun Liu
Tao Zhou
J. Li
Xiaohui Zhong
Peng Zhang
Jie Feng
Lei Chen
Hao-Wen Li
AI4Cl
297
0
0
27 Oct 2025
Quantile Regression, Variational Autoencoders, and Diffusion Models for Uncertainty Quantification: A Spatial Analysis of Sub-seasonal Wind Speed Prediction
Ganglin Tian
Anastase Alexandre Charantonis
Camille Le Coz
Alexis Tantet
Riwal Plougonven
DiffM
BDL
151
0
0
19 Oct 2025
Multimodal Atmospheric Super-Resolution With Deep Generative Models
Dibyajyoti Chakraborty
Haiwen Guan
Jason Stock
T. Arcomano
Guido Cervone
R. Maulik
DiffM
222
4
0
28 Jun 2025
How to use score-based diffusion in earth system science: A satellite nowcasting example
Randy J. Chase
Katherine Haynes
Lander Ver Hoef
Imme Ebert-Uphoff
DiffM
278
3
0
15 May 2025
YanTian: An Application Platform for AI Global Weather Forecasting Models
Wencong Cheng
Jiangjiang Xia
Chang Qu
Zhigang Wang
Xinyi Zeng
Fang Huang
Tianye Li
155
1
0
06 Oct 2024
DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation
Wuxin Wang
Weicheng Ni
Tao Han
Mengwei He
Boheng Duan
Kaijun Ren
146
1
0
21 Aug 2024
Improving ensemble extreme precipitation forecasts using generative artificial intelligence
Yingkai Sha
Ryan Sobash
David John Gagne II
268
6
0
05 Jul 2024
FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting
Xiaohui Zhong
Lei Chen
Hao Li
Jun Liu
Xu Fan
...
Kan Dai
Jing-Jia Luo
Jie Wu
Yuan Qi
Bo Lu
AI4Cl
255
26
0
09 May 2024
Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model
Xinyu Wang
Kang Chen
Lei Liu
Tao Han
Bin Li
Mengwei He
AI4Cl
164
15
0
16 Feb 2024
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
Wanghan Xu
Kang Chen
Tao Han
Hao Chen
Wanli Ouyang
Mengwei He
AI4Cl
390
21
0
02 Feb 2024
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
Zhangrui Li
Ouyang Lin
Boufeniza Redouane Larbi
Jing-Jia Luo
Tao Han
Xiaohui Zhong
Mengwei He
AI4Cl
AI4CE
265
12
0
30 Jan 2024
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey
Shengchao Chen
Guodong Long
Jing Jiang
Dikai Liu
Chengqi Zhang
SyDa
AI4CE
311
39
0
05 Dec 2023
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model
Artificial Intelligence for the Earth Systems (AI4ES), 2023
Yingkai Sha
Ryan Sobash
David John Gagne
263
7
0
09 Oct 2023
1
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