Novel prediction of fluid forces on obstacle in a periodic flow regime using hybrid FEM-ANN simulations
Rashid Mahmood, Afraz Hussain Majeed, Hasan Shahzad, Ilyas Khan
Topics & Concepts
Computational fluid dynamicsLift (data mining)Artificial neural networkDrag coefficientDragLift coefficientBackpropagationTurbulence modelingMean squared errorLift-to-drag ratioFinite element methodComputer scienceMathematicsApplied mathematicsAlgorithmMechanicsArtificial intelligencePhysicsEngineeringTurbulenceReynolds numberMachine learningStructural engineeringStatisticsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisNuclear Engineering Thermal-Hydraulics