A turbulent eddy-viscosity surrogate modeling framework for Reynolds-averaged Navier-Stokes simulations
Romit Maulik, Himanshu Sharma, Saumil Patel, Bethany Lusch, Elise Jennings
Topics & Concepts
Reynolds-averaged Navier–Stokes equationsComputational fluid dynamicsTurbulenceTurbulence modelingMechanicsSteady state (chemistry)Reynolds numberSurrogate modelTurbulence kinetic energyMathematicsPhysicsComputer scienceMathematical optimizationPhysical chemistryChemistryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsComputational Fluid Dynamics and Aerodynamics