Litcius/Paper detail

Supervised learning from noisy observations: Combining machine-learning techniques with data assimilation

Georg A. Gottwald, Sebastian Reich

2021Physica D Nonlinear Phenomena82 citationsDOIOpen Access PDF

Topics & Concepts

Data assimilationMachine learningComputer scienceArtificial intelligenceProbabilistic logicEnsemble Kalman filterKalman filterChaoticKey (lock)Data miningExtended Kalman filterComputer securityPhysicsMeteorologyMeteorological Phenomena and SimulationsModel Reduction and Neural NetworksClimate variability and models