Kinetic subspace investigation using neural network for uncertainty quantification in nonpremixed flamelets
Benjamin C. Koenig, Weiqi Ji, Sili Deng
Topics & Concepts
Subspace topologyUncertainty quantificationCurse of dimensionalityDimensionality reductionComputationKinetic energyStatistical physicsCombustionTurbulence kinetic energyComputer scienceMathematical optimizationBiological systemApplied mathematicsAlgorithmMathematicsTurbulencePhysicsMechanicsChemistryArtificial intelligenceMachine learningClassical mechanicsBiologyOrganic chemistryAdvanced Combustion Engine TechnologiesCombustion and flame dynamicsProbabilistic and Robust Engineering Design