Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization
Masaki Morimoto, Kai Fukami, Kai Zhang, Aditya Nair, Koji Fukagata
Topics & Concepts
Convolutional neural networkAutoencoderComputer scienceScalar (mathematics)PaddingDimensionality reductionFlow (mathematics)Fluid dynamicsArtificial intelligenceAlgorithmApplied mathematicsDeep learningMathematicsGeometryMechanicsPhysicsComputer securityModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics