Machine learning tabulation of thermochemistry in turbulent combustion: An approach based on hybrid flamelet/random data and multiple multilayer perceptrons
Tianjie Ding, Thomas Readshaw, Stelios Rigopoulos, W.P. Jones
Topics & Concepts
Large eddy simulationPerceptronAlgorithmComputer scienceProbability density functionMoment (physics)Artificial neural networkApplied mathematicsMechanicsMathematicsTurbulenceArtificial intelligencePhysicsStatisticsClassical mechanicsCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesFire dynamics and safety research