Data Assimilation for Chaotic Dynamics
Alberto Carrassi, Marc Bocquet, Jonathan Demaeyer, Colin Grudzien, Patrick N. Raanes, Stéphane Vannitsem
Topics & Concepts
Data assimilationKalman filterEnsemble Kalman filterLyapunov exponentStatistical physicsChaoticDynamical systems theoryNumerical weather predictionComputer scienceCurse of dimensionalityMathematicsApplied mathematicsPhysicsMeteorologyExtended Kalman filterMachine learningArtificial intelligenceQuantum mechanicsMeteorological Phenomena and SimulationsClimate variability and modelsOceanographic and Atmospheric Processes