SGD-based optimization in modeling combustion kinetics: Case studies in tuning mechanistic and hybrid kinetic models
Weiqi Ji, Xingyu Su, Bin Pang, Yujuan Li, Zhuyin Ren, Sili Deng
Topics & Concepts
CombustionComputer scienceRegularization (linguistics)Kinetic energyRange (aeronautics)Applicability domainArtificial neural networkPyrolysisBiological systemChemistryMaterials scienceMachine learningArtificial intelligencePhysicsQuantitative structure–activity relationshipPhysical chemistryComposite materialQuantum mechanicsBiologyOrganic chemistryAdvanced Combustion Engine TechnologiesHeat transfer and supercritical fluidsCombustion and flame dynamics