Localized ensemble Kalman inversion
From MaRDI portal
Publication:6042934
DOI10.1088/1361-6420/accb08arXiv2201.10821OpenAlexW4362660889MaRDI QIDQ6042934
Xin Thomson Tong, Matthias Morzfeld
Publication date: 4 May 2023
Published in: Inverse Problems (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2201.10821
Related Items (3)
Adaptive Ensemble Kalman Inversion with Statistical Linearization ⋮ Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data ⋮ Gradient flow structure and convergence analysis of the ensemble Kalman inversion for nonlinear forward models
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Covariance estimation: the GLM and regularization perspectives
- Relation between two common localisation methods for the EnKF
- Combining sensitivities and prior information for covariance localization in the ensemble Kalman filter for petroleum reservoir applications
- Cross-covariances and localization for EnKF in multiphase flow data assimilation
- Localization and regularization for iterative ensemble smoothers
- Ensemble Kalman inversion: mean-field limit and convergence analysis
- Calibrate, emulate, sample
- Loss landscapes and optimization in over-parameterized non-linear systems and neural networks
- Localization for MCMC: sampling high-dimensional posterior distributions with local structure
- Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter
- Ensemble Kalman methods for inverse problems
- Inverse problems: A Bayesian perspective
- A regularizing Levenberg - Marquardt scheme, with applications to inverse groundwater filtration problems
- MALA-within-Gibbs Samplers for High-Dimensional Distributions with Sparse Conditional Structure
- Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems
- Parameterizations for ensemble Kalman inversion
- A Strongly Convergent Numerical Scheme from Ensemble Kalman Inversion
- Convergence analysis of ensemble Kalman inversion: the linear, noisy case
- Convergence acceleration of ensemble Kalman inversion in nonlinear settings
- Tikhonov Regularization within Ensemble Kalman Inversion
- Analysis of a localised nonlinear ensemble Kalman Bucy filter with complete and accurate observations
- Adaptive regularisation for ensemble Kalman inversion
- $l_p$ Regularization for Ensemble Kalman Inversion
- Ensemble Kalman inversion: a derivative-free technique for machine learning tasks
- The iterated Kalman filter update as a Gauss-Newton method
- Analysis of the Ensemble Kalman Filter for Inverse Problems
- Adjoint Equations in Stability Analysis
- Ensemble Kalman Sampler: Mean-field Limit and Convergence Analysis
This page was built for publication: Localized ensemble Kalman inversion