Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model

3 October 2023

Papers citing "Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model"

7 / 7 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
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics Zhuoyuan Li Bin Dong Linyue Chu 36 0 0 31 Jul 2024
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales Peter Manshausen Y. Cohen Jaideep Pathak Jaideep Pathak Piyush Garg Morteza Mardani K. Kashinath Simon Byrne Noah D. Brenowitz Noah Brenowitz 55 10 0 19 Jun 2024
VAE-Var: Variational-Autoencoder-Enhanced Variational Assimilation Yi Xiao Qilong Jia Wei Xue Lei Bai DRL 24 0 0 22 May 2024
DiffDA: a Diffusion Model for Weather-scale Data Assimilation Langwen Huang Lukas Gianinazzi Yuejiang Yu P. Dueben Torsten Hoefler 39 28 0 11 Jan 2024
Score-based Data Assimilation François Rozet Gilles Louppe 48 32 0 18 Jun 2023
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 268 2,315 0 18 Oct 2020