Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization
Xinshuai Zhang, Fangfang Xie, Tingwei Ji, Zaoxu Zhu, Yao Zheng
Topics & Concepts
Surrogate modelComputer scienceFidelityAirfoilArtificial neural networkAerodynamicsComputational fluid dynamicsMathematical optimizationGridOptimization problemAlgorithmArtificial intelligenceMachine learningEngineeringMathematicsAerospace engineeringGeometryTelecommunicationsModel Reduction and Neural NetworksTurbomachinery Performance and OptimizationFluid Dynamics and Turbulent Flows