Data-driven surrogate modeling of multiphase flows using machine learning techniques
Himakar Ganti, Prashant Khare
Topics & Concepts
Reynolds numberComputer scienceSurrogate modelDimensionality reductionAlgorithmRange (aeronautics)Gaussian processFlow (mathematics)Computational fluid dynamicsMachine learningApplied mathematicsArtificial intelligenceMathematicsGaussianMechanicsTurbulencePhysicsGeometryMaterials scienceQuantum mechanicsComposite materialNuclear Engineering Thermal-HydraulicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent Flows