Physics-aware neural network flame closure for combustion instability modeling in a single-injector engine
Zeinab Shadram, Tuan M. Nguyen, Athanasios Sideris, William A. Sirignano
Topics & Concepts
Liquid-propellant rocketCombustionComputational fluid dynamicsLarge eddy simulationArtificial neural networkRocket (weapon)Closure (psychology)TurbulenceInterpolation (computer graphics)MechanicsComputer scienceInjectorInstabilityRocket enginePropellantSimulationAerospace engineeringMechanical engineeringPhysicsEngineeringArtificial intelligenceChemistryMotion (physics)Market economyOrganic chemistryEconomicsCombustion and flame dynamicsAdvanced Combustion Engine TechnologiesComputational Fluid Dynamics and Aerodynamics