A new adaptive multi-fidelity metamodel method using meta-learning and Bayesian deep learning
Fenfen Xiong, Chengkun Ren, Bo Mo, Chao Li, Xiao Hu
Topics & Concepts
MetamodelingComputer scienceHyperparameterMachine learningArtificial intelligenceArtificial neural networkAdaptive samplingFidelityKrigingGaussian processBayesian optimizationSampling (signal processing)Bayesian experimental designMathematical optimizationBayesian probabilityBayesian inferenceGaussianVariable-order Bayesian networkMonte Carlo methodMathematicsStatisticsComputer visionFilter (signal processing)Programming languageQuantum mechanicsPhysicsTelecommunicationsAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignModel Reduction and Neural Networks