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On-the-fly artificial neural network for chemical kinetics in direct numerical simulations of premixed combustion

Cheng Chi, Gábor Janiga, Dominique Thévenin

2021Combustion and Flame69 citationsDOI

Topics & Concepts

ExtrapolationArtificial neural networkCombustionIgnition systemTurbulenceDirect numerical simulationComputer scienceComputer simulationMechanicsProcess (computing)Biological systemSimulationApplied mathematicsThermodynamicsChemistryArtificial intelligencePhysicsMathematicsPhysical chemistryReynolds numberStatisticsBiologyOperating systemCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesFire dynamics and safety research
On-the-fly artificial neural network for chemical kinetics in direct numerical simulations of premixed combustion | Litcius