FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D
Variational Assimilation

FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation

16 December 2023

Wanli Ouyang

Papers citing "FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation"

12 / 12 papers shown

Title
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation Gérome Andry François Rozet Sacha Lewin Omer Rochman Victor Mangeleer Matthias Pirlet Elise Faulx Marilaure Grégoire Gilles Louppe AI4Cl 66 1 0 25 Apr 2025
Automatic Differentiation-based Full Waveform Inversion with Flexible Workflows Feng Liu Haipeng Li Guangyuan Zou Junlun Li 68 2 0 30 Nov 2024
Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data Matthew Ashman Cristiana-Diana Diaconu Eric Langezaal Adrian Weller Richard E. Turner AI4TS 36 1 0 09 Oct 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 28 1 0 14 Sep 2024
4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models Kylen Solvik Stephen G. Penny Stephan Hoyer 21 2 0 05 Aug 2024
Ensemble data assimilation to diagnose AI-based weather prediction model: A case with ClimaX S. Kotsuki Kenta Shiraishi Atsushi Okazaki 18 0 0 25 Jul 2024
Data driven weather forecasts trained and initialised directly from observations Anthony McNally Christian Lessig Peter Lean Eulalie Boucher Mihai Alexe ... Marcin Chrust F. Pinault Ethel Villeneuve Niels Bormann Sean Healy AI4Cl 20 9 0 22 Jul 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 34 5 0 22 May 2024
VAE-Var: Variational-Autoencoder-Enhanced Variational Assimilation Yi Xiao Qilong Jia Wei Xue Lei Bai DRL 24 0 0 22 May 2024
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models Fenghua Ling Ouyang Lin Boufeniza Redouane Larbi Jing-Jia Luo Tao Han Xiaohui Zhong Lei Bai AI4Cl AI4CE 17 2 0 30 Jan 2024
Towards an end-to-end artificial intelligence driven global weather forecasting system Kun Chen Lei Bai Fenghua Ling Peng Ye Tao Chen ... Hao Chen Yi Xiao Kang Chen Tao Han Wanli Ouyang AI4Cl 21 16 0 18 Dec 2023
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation Julian Mack Rossella Arcucci Miguel Molina-Solana Yi-Ke Guo 3DPC 48 34 0 06 Jan 2021