Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes
Kazuto Hasegawa, Kai Fukami, Takaaki Murata, Koji Fukagata
Topics & Concepts
BluffAutoencoderSet (abstract data type)Computer scienceFlow (mathematics)Focus (optics)Large eddy simulationArtificial neural networkData setTest dataConvolutional neural networkAlgorithmTrigonometric functionsArtificial intelligenceConstruct (python library)Computational Science and EngineeringPattern recognition (psychology)MathematicsComputationTest setTrigonometryConvolution (computer science)Model Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows