Nonlinear data assimilation

DOI10.1007/978-3-319-18347-3zbMath1330.62004OpenAlexW2103301566MaRDI QIDQ2348246

Sebastian Reich, Peter Jan van Leeuwen, Yuan Cheng

Publication date: 11 June 2015

Published in: Frontiers in Applied Dynamical Systems: Reviews and Tutorials (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-18347-3

Mathematics Subject Classification ID

Related Items (26)

Model and data reduction for data assimilation: particle filters employing projected forecasts and data with application to a shallow water model ⋮ A numerical method for solving linear systems in the preconditioned Crank-Nicolson algorithm ⋮ A novel estimation method for microstructural evolution based on data assimilation and phase field crystal model ⋮ Feature-informed data assimilation ⋮ Ensemble MCMC: accelerating pseudo-marginal MCMC for state space models using the ensemble Kalman filter ⋮ Second-order Accurate Ensemble Transform Particle Filters ⋮ Probing robustness of nonlinear filter stability numerically using sinkhorn divergence ⋮ An Invitation to Meteorological Data Assimilation ⋮ A randomized multi-index sequential Monte Carlo method ⋮ Iterative Importance Sampling Algorithms for Parameter Estimation ⋮ Localization for MCMC: sampling high-dimensional posterior distributions with local structure ⋮ Deterministic ensemble smoother with multiple data assimilation as an alternative for history-matching seismic data ⋮ A data-driven non-linear assimilation framework with neural networks ⋮ A reduced-space line-search method for unconstrained optimization via random descent directions ⋮ A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially Extended Dynamical Systems ⋮ Inference on high-dimensional implicit dynamic models using a guided intermediate resampling filter ⋮ Particle Filtering for Stochastic Navier--Stokes Signal Observed with Linear Additive Noise ⋮ Batch seismic inversion using the iterative ensemble Kalman smoother ⋮ Sequential data assimilation for 1D self-exciting processes with application to urban crime data ⋮ Ensemble Transform Algorithms for Nonlinear Smoothing Problems ⋮ Adaptive kernels in approximate filtering of state‐space models ⋮ Implicit sampling for hierarchical Bayesian inversion and applications in fractional multiscale diffusion models ⋮ Data assimilation: The Schrödinger perspective ⋮ Nonlinear Conditional Model Bias Estimation for Data Assimilation ⋮ Non-linear data assimilation via trust region optimization ⋮ An optimal data assimilation method and its application to the numerical simulation of the ocean dynamics

This page was built for publication: Nonlinear data assimilation