Are random forests better suited than neural networks to augment RANS turbulence models?
Pedro Stefanin Volpiani
Topics & Concepts
Reynolds-averaged Navier–Stokes equationsExtrapolationTurbulenceArtificial neural networkTurbulence modelingMechanicsRandom forestComputer scienceAlgorithmStatistical physicsMachine learningApplied mathematicsArtificial intelligencePhysicsMathematicsMathematical analysisFluid Dynamics and Turbulent FlowsModel Reduction and Neural NetworksFluid Dynamics and Vibration Analysis