Dimensionality reduction and unsupervised classification for high-fidelity reacting flow simulations
Mohammad Rafi Malik, Ruslan Khamedov, Francisco E. Hernández Pérez, Axel Coussement, Alessandro Parente, Hong G. Im
Topics & Concepts
Dimensionality reductionPrincipal component analysisComputational fluid dynamicsDiffusion mapTurbulenceCurse of dimensionalityComputer scienceCluster analysisReduction (mathematics)Direct numerical simulationAlgorithmCombustionNonlinear dimensionality reductionBiological systemMathematicsPattern recognition (psychology)Artificial intelligenceChemistryPhysicsMechanicsReynolds numberOrganic chemistryGeometryBiologyCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesWind and Air Flow Studies