Calibrating hypersonic turbulence flow models with the HIFiRE-1 experiment using data-driven machine-learned models
Kenny Chowdhary, Chi Hoang, Kookjin Lee, Jaideep Ray, V. Gregory Weirs, Brian Carnes
Topics & Concepts
Surrogate modelTurbulenceComputer scienceHypersonic speedComputational fluid dynamicsUncertainty quantificationReynolds-averaged Navier–Stokes equationsMach numberAlgorithmMachine learningMechanicsPhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows