Supervised learning mixing characteristics of film cooling in a rocket combustor using convolutional neural networks
Hao Ma, Yu-xuan Zhang, Oskar Haidn, Nils Thuerey, Xiangyu Hu
Topics & Concepts
Mixing (physics)Rocket (weapon)Convolutional neural networkCombustorComputer scienceDeep learningArtificial neural networkReynolds numberFlow (mathematics)CombustionAerospace engineeringArtificial intelligenceSimulationMechanicsEngineeringPhysicsChemistryOrganic chemistryQuantum mechanicsTurbulenceNuclear Engineering Thermal-HydraulicsModel Reduction and Neural NetworksHeat transfer and supercritical fluids