Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems

9 June 2022

Papers citing "Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems"

3 / 3 papers shown

Title
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics Zhuoyuan Li Bin Dong Linyue Chu 25 0 0 31 Jul 2024
Discovery of interpretable structural model errors by combining Bayesian sparse regression and data assimilation: A chaotic Kuramoto-Sivashinsky test case R. Mojgani A. Chattopadhyay P. Hassanzadeh 19 15 0 01 Oct 2021
Machine Learning Techniques to Construct Patched Analog Ensembles for Data Assimilation L. Yang Ian G. Grooms 13 18 0 27 Feb 2021