Kinetics parameter optimization of hydrocarbon fuels via neural ordinary differential equations
Xingyu Su, Weiqi Ji, Jian An, Zhuyin Ren, Sili Deng, Chung K. Law
Topics & Concepts
OdeOrdinary differential equationCombustionRobustness (evolution)Artificial neural networkComputer scienceInterpretabilityBiological systemExperimental dataDifferential equationApplied mathematicsBayesian probabilityMathematicsChemistryArtificial intelligencePhysical chemistryMathematical analysisGeneStatisticsBiochemistryBiologyAdvanced Combustion Engine TechnologiesCombustion and flame dynamicsHeat transfer and supercritical fluids