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Physics-informed recurrent neural networks for linear and nonlinear flame dynamics

Vikas Yadav, Mario Casel, Abdulla Ghani

2022Proceedings of the Combustion Institute18 citationsDOI

Topics & Concepts

Laminar flowNonlinear systemSeries (stratigraphy)Computer scienceTime seriesArtificial neural networkControl theory (sociology)AlgorithmApplied mathematicsMechanicsMathematicsArtificial intelligencePhysicsMachine learningQuantum mechanicsControl (management)PaleontologyBiologyCombustion and flame dynamicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent Flows
Physics-informed recurrent neural networks for linear and nonlinear flame dynamics | Litcius