SCGAN: stacking-based generative adversarial networks for multi-fidelity surrogate modeling
Chao Zhang, Lixue Liu, Hao Wang, Xueguan Song, Dacheng Tao
Topics & Concepts
DiscriminatorGenerator (circuit theory)Computer scienceMinimaxFuse (electrical)FidelityProcess (computing)Surrogate modelHigh fidelityStackingAlgorithmMachine learningArtificial intelligenceMathematical optimizationMathematicsPower (physics)EngineeringDetectorOperating systemQuantum mechanicsTelecommunicationsNuclear magnetic resonanceElectrical engineeringPhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms