Time-series learning of latent-space dynamics for reduced-order model closure
Romit Maulik, Arvind Mohan, Bethany Lusch, Sandeep Madireddy, Prasanna Balaprakash, Daniel Livescu
Topics & Concepts
Leverage (statistics)Applied mathematicsAdvectionClosure (psychology)Series (stratigraphy)Artificial neural networkPartial differential equationOrdinary differential equationBurgers' equationKernel (algebra)Computer scienceMathematicsStatistical physicsMathematical analysisDifferential equationArtificial intelligencePhysicsPure mathematicsMarket economyEconomicsThermodynamicsBiologyPaleontologyModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows