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Application of machine learning for filtered density function closure in MILD combustion

Zhi X. Chen, Salvatore Iavarone, Golnoush Ghiasi, Veeraraghavan Kannan, Giuseppe D’Alessio, Alessandro Parente, N. Swaminathan

2020Combustion and Flame55 citationsDOIOpen Access PDF

Topics & Concepts

CombustionPrincipal component analysisOutlierArtificial neural networkDilutionRobustness (evolution)Computer scienceMixture modelGaussianBoosting (machine learning)Materials scienceBiological systemAlgorithmArtificial intelligenceChemistryThermodynamicsPhysicsBiologyComputational chemistryBiochemistryGeneOrganic chemistryCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesSpectroscopy and Laser Applications
Application of machine learning for filtered density function closure in MILD combustion | Litcius