Uncertainty analysis in mechanism reduction via active subspace and transition state analyses
Xingyu Su, Weiqi Ji, Zhuyin Ren
Topics & Concepts
Subspace topologyDimensionality reductionSensitivity (control systems)Reduction (mathematics)Polynomial chaosPolynomialBiological systemIgnition systemUncertainty analysisTruncation (statistics)MathematicsApplied mathematicsChemistryThermodynamicsMathematical optimizationComputer sciencePhysicsStatisticsMathematical analysisMonte Carlo methodEngineeringGeometryBiologyElectronic engineeringArtificial intelligenceAdvanced Combustion Engine TechnologiesCombustion and flame dynamicsChemical Thermodynamics and Molecular Structure