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Correcting noisy dynamic mode decomposition with Kalman filters

Lijian Jiang, Ningxin Liu

2022Journal of Computational Physics26 citationsDOI

Topics & Concepts

Dynamic mode decompositionKalman filterEnsemble Kalman filterNoise (video)Computer scienceEstimatorExtended Kalman filterCovarianceFast Kalman filterDynamical systems theoryNonlinear systemInvariant extended Kalman filterAlgorithmControl theory (sociology)MathematicsArtificial intelligenceMachine learningPhysicsStatisticsQuantum mechanicsImage (mathematics)Control (management)Model Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows
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