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Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data

Tapio Schneider, Andrew M. Stuart, Jinlong Wu

2022Journal of Computational Physics42 citationsDOIOpen Access PDF

Topics & Concepts

Dynamical systems theoryMathematicsComputer scienceOrdinary differential equationApplied mathematicsLorenz systemStochastic differential equationPartial differential equationDifferential equationMathematical optimizationAlgorithmArtificial intelligenceMathematical analysisChaoticQuantum mechanicsPhysicsModel Reduction and Neural NetworksControl Systems and IdentificationImage and Signal Denoising Methods
Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data | Litcius