Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks

11 November 2021

Papers citing "Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks"

7 / 7 papers shown

Title
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation Kun Chen Tao Chen Peng Ye Hao Chen Kang Chen Tao Han Wanli Ouyang Lei Bai 25 1 0 03 Jun 2024
Fuxi-DA: A Generalized Deep Learning Data Assimilation Framework for Assimilating Satellite Observations Xiaoze Xu Xiuyu Sun Wei Han Xiaohui Zhong Lei Chen Hao Li AI4Cl AI4CE 26 8 0 12 Apr 2024
CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation Chuanqi Chen Nan Chen Jin-Long Wu AI4CE 35 4 0 10 Apr 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
Efficient deep data assimilation with sparse observations and time-varying sensors Sibo Cheng Che Liu Yike Guo Rossella Arcucci 15 19 0 24 Oct 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 24 121 0 18 Mar 2023
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models Sibo Cheng Jianhua Chen Charitos Anastasiou P. Angeli Omar K. Matar Yi-Ke Guo Christopher C. Pain Rossella Arcucci AI4CE 22 59 0 07 Apr 2022