DNN surrogates for turbulence closure in CFD-based shape optimization
Μαρίνα Κοντού, Varvara Asouti, Kyriakos C. Giannakoglou
Topics & Concepts
Reynolds-averaged Navier–Stokes equationsComputational fluid dynamicsAirfoilSolverTurbulenceTurbomachineryComputer scienceAerodynamicsNavier–Stokes equationsApplied mathematicsMathematical optimizationMathematicsCompressibilityMechanicsPhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows