Unsteady reduced order model with neural networks and flight-physics-based regularization for aerodynamic applications
Mateus Dias Ribeiro, Mario Stradtner, Philipp Bekemeyer
Topics & Concepts
Artificial neural networkComputer scienceAerodynamicsComputational fluid dynamicsRegularization (linguistics)AirfoilDimensionality reductionLift (data mining)Applied mathematicsAlgorithmMathematical optimizationMathematicsArtificial intelligenceMechanicsMachine learningPhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignComputational Fluid Dynamics and Aerodynamics