Ensemble adaptive gated multi-fidelity neural network for Bayesian optimization: Application to hydrofoil design
Passakorn Paladaechanan, Zhong Yao, Maokun Ye, Decheng Wan, Moustafa Abdel‐Maksoud
Topics & Concepts
Computer scienceSurrogate modelBenchmark (surveying)Bayesian optimizationAdaptive samplingArtificial neural networkUncertainty quantificationMachine learningWorkflowArtificial intelligenceSampling (signal processing)Set (abstract data type)Bayesian probabilityBaseline (sea)Bayesian experimental designBayesian networkBayes' theoremEnsemble learningMathematical optimizationOptimization problemQuadratic programmingNetwork planning and designAlgorithmData miningDeep learningBayesian inferenceEnsemble forecastingVariance (accounting)Advanced Multi-Objective Optimization AlgorithmsShip Hydrodynamics and ManeuverabilityModel Reduction and Neural Networks