A score-based filter for nonlinear data assimilation
Feng Bao, Zezhong Zhang, Guannan Zhang
Topics & Concepts
Particle filterNonlinear systemComputer scienceData assimilationBenchmark (surveying)AlgorithmEnsemble Kalman filterFilter (signal processing)Kalman filterNonlinear filterProbability density functionScoreMonte Carlo methodBayesian probabilityExtended Kalman filterArtificial intelligenceMathematicsMachine learningFilter designStatisticsQuantum mechanicsPhysicsMeteorologyGeodesyGeographyComputer visionMeteorological Phenomena and SimulationsTarget Tracking and Data Fusion in Sensor NetworksGaussian Processes and Bayesian Inference