FastSVD-ML–ROM: A reduced-order modeling framework based on machine learning for real-time applications
G. I. Drakoulas, Theodore V. Gortsas, George C. Bourantas, Vasilis N. Burganos, D. Polyzos
Topics & Concepts
Computer scienceNonlinear systemRobustness (evolution)AlgorithmSingular value decompositionArtificial neural networkConvolutional neural networkKrylov subspaceArtificial intelligenceQuantum mechanicsChemistryGeneIterative methodBiochemistryPhysicsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows