A dynamic-switching active-learning Kriging considering epistemic uncertainty for structural reliability analysis
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
Published online on June 11, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Ahead of Print.
This paper proposes a dynamic-switching active-learning Kriging (DS-AK) method considering epistemic uncertainty in modeling and active learning processes to enhance the efficiency and accuracy of structural reliability analysis. To address the epistemic ...
This paper proposes a dynamic-switching active-learning Kriging (DS-AK) method considering epistemic uncertainty in modeling and active learning processes to enhance the efficiency and accuracy of structural reliability analysis. To address the epistemic ...