Litcius/Paper detail

Blending machine learning and sequential data assimilation over latent spaces for surrogate modeling of Boussinesq systems

Saeed Akbari, Pedram H. Dabaghian, Omer San

2023Physica D Nonlinear Phenomena6 citationsDOI

Topics & Concepts

Data assimilationComputer scienceKalman filterSurrogate modelTransformation (genetics)Machine learningArtificial intelligenceArtificial neural networkMeteorologyPhysicsBiochemistryChemistryGeneModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsFluid Dynamics and Turbulent Flows