Comparison of dimensionality reduction techniques for multi-variable spatiotemporal flow fields
Zihao Wang, Guiyong Zhang, Xiuqing Xing, Xiangguo Xu, Tiezhi Sun
Topics & Concepts
IsomapDimensionality reductionPrincipal component analysisNonlinear dimensionality reductionComputer scienceCurse of dimensionalityFlow (mathematics)Independent component analysisArtificial intelligencePattern recognition (psychology)Diffusion mapField (mathematics)MathematicsData miningPure mathematicsGeometryFluid Dynamics and Vibration AnalysisModel Reduction and Neural NetworksFluid Dynamics and Turbulent Flows