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A hybrid particle-ensemble Kalman filter for problems with medium nonlinearity
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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An exploration of the equivalent weights particle filter
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Variational particle smoothers and their localization
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Efficient nonlinear data assimilation using synchronization in a particle filter
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On the convergence of the ensemble Kalman filter
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An approach to handling non-Gaussianity of parameters and state variables in ensemble Kalman filtering
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Gaussian anamorphosis extension of the DEnKF for combined state parameter estimation: Application to a 1D ocean ecosystem model
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Predictability – a problem partly solved
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Toward a nonlinear ensemble filter for high‐dimensional systems
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Novel approach to nonlinear/non-Gaussian Bayesian state estimation
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An iterative implementation of the implicit nonlinear filter
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Implicit sampling for particle filters
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Accurate Approximations for Posterior Moments and Marginal Densities
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Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models
inferredcites →https://doi.org/10.1080/16000870.2019.1600344openalex-snapshot
Gaussian approximations in filters and smoothers for data assimilation
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On the dynamics of the spring seasonal transition in the two hemispheric high-latitude stratosphere
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Bridging the ensemble Kalman and particle filters
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A survey of convergence results on particle filtering methods for practitioners
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Data assimilation with the weighted ensemble Kalman filter
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Sequential Data Assimilation Techniques in Oceanography
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A Limited Memory Algorithm for Bound Constrained Optimization
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A Nonparametric Ensemble Transform Method for Bayesian Inference
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A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially Extended Dynamical Systems
inferredcites →https://doi.org/10.1137/16m1095184openalex-snapshot
Second-order Accurate Ensemble Transform Particle Filters
inferredcites →https://doi.org/10.1137/19m1268781openalex-snapshot
A Fast Tunable Blurring Algorithm for Scattered Data
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Decomposition of the Continuous Ranked Probability Score for Ensemble Prediction Systems
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Optimal Sites for Supplementary Weather Observations: Simulation with a Small Model
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Data Assimilation Using an Ensemble Kalman Filter Technique
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Analysis Scheme in the Ensemble Kalman Filter
inferredcites →https://doi.org/10.1175/1520-0493(1999)127<2741:amciot>2.0.co;2openalex-snapshot
A Monte Carlo Implementation of the Nonlinear Filtering Problem to Produce Ensemble Assimilations and Forecasts
inferredcites →https://doi.org/10.1175/1520-0493(2002)130<1913:edawpo>2.0.co;2openalex-snapshot
Ensemble Data Assimilation without Perturbed Observations
inferredcites →https://doi.org/10.1175/2007mwr2021.1openalex-snapshot
Implications of the Form of the Ensemble Transformation in the Ensemble Square Root Filters
inferredcites →https://doi.org/10.1175/2008mwr2529.1openalex-snapshot
Obstacles to High-Dimensional Particle Filtering
inferredcites →https://doi.org/10.1175/2009mwr2835.1openalex-snapshot
Particle Filtering in Geophysical Systems
inferredcites →https://doi.org/10.1175/2010mwr3164.1openalex-snapshot
Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation
inferredcites →https://doi.org/10.1175/2010mwr3253.1openalex-snapshot
A Non-Gaussian Ensemble Filter Update for Data Assimilation
inferredcites →https://doi.org/10.1175/2011mwr3553.1openalex-snapshot
A Moment Matching Ensemble Filter for Nonlinear Non-Gaussian Data Assimilation
inferredcites →https://doi.org/10.1175/mwr-d-14-00051.1openalex-snapshot
A Hybrid Particle–Ensemble Kalman Filter for Lagrangian Data Assimilation
inferredcites →https://doi.org/10.1175/mwr-d-14-00108.1openalex-snapshot
A Second-Order Exact Ensemble Square Root Filter for Nonlinear Data Assimilation
inferredcites →https://doi.org/10.1175/mwr-d-15-0052.1openalex-snapshot
Reducing Correlation Sampling Error in Ensemble Kalman Filter Data Assimilation
inferredcites →https://doi.org/10.1175/mwr-d-15-0144.1openalex-snapshot
Performance Bounds for Particle Filters Using the Optimal Proposal
inferredcites →https://doi.org/10.1175/mwr-d-15-0163.1openalex-snapshot
A Localized Particle Filter for High-Dimensional Nonlinear Systems
inferredcites →https://doi.org/10.1175/mwr-d-17-0349.1openalex-snapshot
Improving Particle Filter Performance by Smoothing Observations
inferredcites →https://doi.org/10.1175/mwr-d-18-0389.1openalex-snapshot
Comparing Adaptive Prior and Posterior Inflation for Ensemble Filters Using an Atmospheric General Circulation Model
inferredcites →https://doi.org/10.1175/mwr-d-18-0448.1openalex-snapshot
A Nonlinear Rank Regression Method for Ensemble Kalman Filter Data Assimilation
inferredcites →https://doi.org/10.1175/mwr-d-19-0307.1openalex-snapshot
A Marginal Adjustment Rank Histogram Filter for Non-Gaussian Ensemble Data Assimilation
inferredcites →https://doi.org/10.1198/016214506000001437openalex-snapshot
Strictly Proper Scoring Rules, Prediction, and Estimation
inferredcites →https://doi.org/10.1214/14-aap1061openalex-snapshot
Can local particle filters beat the curse of dimensionality?
inferredcites →https://doi.org/10.1214/18-ba1110openalex-snapshot
Constrained Bayesian Optimization with Noisy Experiments
inferredcites →https://doi.org/10.1214/193940307000000518openalex-snapshot
Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems
inferredcites →https://doi.org/10.1256/qj.05.90openalex-snapshot
The impact of ensemble filter definition on the assimilation of temperature profiles in the tropical Pacific
inferredcites →https://doi.org/10.21236/ada459827openalex-snapshot
Strictly Proper Scoring Rules, Prediction and Estimation
inferredcites →https://doi.org/10.2140/camcos.2010.5.221openalex-snapshot
Implicit particle filters for data assimilation
inferredcites →https://doi.org/10.2172/204262openalex-snapshot
A limited-memory algorithm for bound-constrained optimization
inferredcites →https://doi.org/10.3402/tellusa.v62i5.15716openalex-snapshot
Data assimilation with the weighted ensemble Kalman filter
inferredcites →https://doi.org/10.5194/npg-18-735-2011openalex-snapshot
Ensemble Kalman filtering without the intrinsic need for inflation
inferredcites →https://doi.org/10.5194/npg-21-869-2014openalex-snapshot
A non-Gaussian analysis scheme using rank histograms for ensemble data assimilation
inferredcites →https://doi.org/10.5194/npg-22-601-2015openalex-snapshot
A framework for variational data assimilation with superparameterization
inferredcites →https://doi.org/10.5194/npg-23-391-2016openalex-snapshot
A local particle filter for high-dimensional geophysical systems
inferredcites →https://doi.org/10.5194/os-8-121-2012openalex-snapshot
Towards an improved description of ocean uncertainties: effect of local anamorphic transformations on spatial correlations
inferredcites →https://doi.org/10.5281/zenodo.4394311openalex-snapshot
iangrooms/RG_PONE_Hybrids: Zenodo, take 2
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Gaussian Processes for Machine Learning
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Particle Stochastic Map Filters
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Analog ensemble data assimilation and a method for constructing analogs with variational autoencoders
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Regularization and tempering for a moment‐matching localized particle filter
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Improving the skill of medium range ensemble rainfall and temperature forecasts over India using MoES grand ensemble (MGE)-Part-II
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A comparison of nonlinear extensions to the ensemble Kalman filter
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Echo state network and variational autoencoder integrated with online optimization for robust pose estimation in unmanned surface vehicles
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A hybrid particle-stochastic map filter
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Testing the Feature Alignment Technique (FAT) in an Ensemble-Based Data Assimilation and Forecast System with Multiple-Storm Scenarios
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A Statistical Hypothesis Testing Strategy for Adaptively Blending Particle Filters and Ensemble Kalman Filters for Data Assimilation
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Exploring Bounded Nonparametric Ensemble Filter Impacts on Sea Ice Data Assimilation
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Augmented Flow-Dependent Perturbations to Mitigate Sampling Errors: Experiments for a Regional Application of the NOAA Unified Forecast System
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Robust 6-DOF State Estimation for Spacecraft Proximity Operations Using Zonotopic Set Membership Based Kalman Filtering
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A Quantile-Conserving Ensemble Filter Based on Kernel-Density Estimation
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Nested smoothing algorithms for inference and tracking of heterogeneous multi-scale state-space systems
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A novel Gauss-Hermite High-Order Sampling Hybrid ensemble filter for computationally efficient data assimilation in geosciences – Part 1: Application to Lorenz-96 in PythonDA v1.2.2
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An Alternative Particle Filter-Driven ADR for Mobile Devices in LoRaWAN Networks
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