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A screening-based gradient-enhanced Gaussian process regression model for multi-fidelity data fusion

Quan Lin, Dawei Hu, Jiexiang Hu, Yuansheng Cheng, Qi Zhou

2021Advanced Engineering Informatics20 citationsDOI

Topics & Concepts

Gaussian processFidelityKrigingComputer scienceAlgorithmGaussianRegressionArtificial intelligenceMachine learningMathematicsStatisticsPhysicsTelecommunicationsQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignWind and Air Flow Studies
A screening-based gradient-enhanced Gaussian process regression model for multi-fidelity data fusion | Litcius