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Research article

First published 2019-3

Resonance risk and global sensitivity analysis of a straight–curved combination pipe based on active learning Kriging model

Yuzhen Zhao, Yongshou Liu, Qing Guo [...]

Advances in Mechanical Engineering

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Research article

First published 2020

An improved active learning method combing with the weight information entropy and Monte Carlo simulation of efficient structural reliability analysis

Jingkui Li, Bomin Wang, Zhandong Li [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2020-6

AK-PDF: An active learning method combining kriging and probability density function for efficient reliability analysis

Chengning Zhou, Ning-Cong Xiao, Ming J Zuo [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2015-10

An efficient Kriging method for global sensitivity of structural reliability analysis with non-probabilistic convex model

Yishang Zhang, Yongshou Liu, Xufeng Yang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2024-8

An improved active Kriging method for reliability analysis combining expected improvement and U learning functions

Lingjie Wang, Yuqi Chen

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2022-2

An active learning method combining adaptive kriging and weighted penalty for structural reliability analysis

Xiongxiong You, Mengya Zhang, Diyin Tang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2022-10

A high-dimension structural reliability method based on active learning Kriging and dimension reduction technique

Haodong Zhao, Changcong Zhou, Zhuangke Shi [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2023-8

An active learning Kriging-based method combining the weight information entropy function and the adaptive candidate sample pool

Jingkui Li, Wenqi Liu, Yan Zhou [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

Fatigue reliability estimation framework for blade-disk based on improved constrained boundary sampling and dual-point enrichment active learning strategy

Guojia Li, Jinxing Li, Bo Tang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2026-3

An improved AK-MCS-based reliability analysis method for gear systems

Cao Tong, Xiaolei Jin

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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