Speeding up turbulent reactive flow simulation via a deep artificial neural network: A methodology study
Yi Ouyang, Laurien A. Vandewalle, Lin Chen, Pieter Plehiers, Maarten R. Dobbelaere, Geraldine J. Heynderickx, Guy Marin, Kevin M. Van Geem
Topics & Concepts
Artificial neural networkTurbulenceComputer scienceComputational fluid dynamicsDeep learningFlow (mathematics)Monte Carlo methodField (mathematics)GridArtificial intelligenceSimulationEngineeringMechanicsPhysicsAerospace engineeringMathematicsGeometryPure mathematicsStatisticsNuclear reactor physics and engineeringNuclear Engineering Thermal-HydraulicsHeat transfer and supercritical fluids