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A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses

Juyoung Lee, Mingyu Lee, Bong Jae Lee, Ikjin Lee, Bong Jae Lee, Bong Jae Lee, Ikjin Lee

2024Knowledge-Based Systems15 citationsDOI

Topics & Concepts

Computer scienceGaussian processFidelityProcess (computing)Surrogate modelKrigingGaussianData miningMachine learningArtificial intelligenceProgramming languageQuantum mechanicsPhysicsTelecommunicationsGaussian Processes and Bayesian InferenceAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering Design
A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses | Litcius