logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Multi-point Bayesian active learning line sampling for rare event estimation

delete2025-12-25
delete0
PRE
AI
裴培 封面图
裴培 (Pei Pei)
T
Tong Zhou
X
Xujia Zhu
T
Tong Jun Guo
S
Ser Tong Quek
DOI：10.1016/j.ress.2025.112136delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• 线采样从多点贝叶斯主动学习的角度进行处理。 • 推导出一种公平的度量指标，用于界定失效概率的方差。 • 分析推导出一种多点前瞻学习函数。 • 单次和批量扩充均以目标一致的方式进行。

期刊

R
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF:
11
论文数:
1.1K
被引数:
0

机构

S
southeast university
学者数:
2.9K
论文数: 1.3K
被引数: 0
J
jiangsu university of science and technology
学者数:
780
论文数: 238
被引数: 0
N
national university of singapore
学者数:
4.6K
论文数: 2.4K
被引数: 1
T
The Hong Kong University of Science and Technology
学者数:
1.6K
论文数: 826
被引数: 4
L
laboratoire des signaux et systemes, universite paris-saclay, cnrs, centralesupelec
学者数:
1
论文数: 1
被引数: 0
学者 查看更多机构
引用论文

引用论文

Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err7
errOAAI
errDang, Chao; Faes, Matthias G. R.; Valdebenito, Marcos A.; Wei, Pengfei; Beer, Michael
err分享
err收藏
Multi-point Bayesian active learning reliability analysis多点贝叶斯主动学习可靠性分析
errSTRUCTURAL SAFETY
IF6.3
err2025-05-01
err2
PREAI
errZhou, Tong; Zhu, Xujia; Guo, Tong; Dong, You; Beer, Michael
err分享
err收藏
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2024-04-01
err4
errOAAI
errDang, Chao; Cicirello, Alice; Valdebenito, Marcos A.; Faes, Matthias G. R.; Wei, Pengfei; Beer, Michael
err分享
err收藏
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set
errTechnometrics
IF0
err2014-12-10
err0
errOAAI
errClément Chevalier; Julien Bect; David Ginsbourger; Emmanuel Vazquez; Victor Picheny; Yann Richet
err分享
err收藏
Numerical computation of rectangular bivariate and trivariate normal and t probabilities
errStatistics and Computing
IF0
err2004-08-01
err0
PREAI
errAlan Genz
err分享
err收藏
An expected integrated error reduction function for accelerating Bayesian active learning of failure probability用于加速故障概率的贝叶斯主动学习的期望集成误差减少函数
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-03-01
err33
PREAI
errWei, Pengfei; Zheng, Yu; Fu, Jiangfeng; Xu, Yuannan; Gao, Weikai
err分享
err收藏
Application of line sampling simulation method to reliability benchmark problems线抽样模拟法在可靠性基准问题中的应用
errSTRUCTURAL SAFETY
IF6.3
err2007-07-01
err255
PREAI
errPradlwarter, H. J.; Schueller, G. I.; Koutsourelakis, P. S.; Charmpis, D. C.
err分享
err收藏
Development of methods of structural reliability
errSTRUCTURAL SAFETY
IF6.3
err2025-03-01
err10
PREAI
errEllingwood, Bruce; Maes, Marc; Bartlett, F. Michael; Beck, Andre T.; Caprani, Colin; Kiureghian, Armen Der; Duenas-Osorio, Leonardo; Galvao, Neryvaldo; Gilbert, Robert; Li, Jie; Matos, Jose; Mori, Yasuhiro; Papaioannou, Iason; Parades, Roger; Straub, Daniel; Sudret, Bruno
err分享
err收藏
Yet another Bayesian active learning reliability analysis method
errSTRUCTURAL SAFETY
IF6.3
err2025-01-01
err1
errOAAI
errDang, Chao; Zhou, Tong; Valdebenito, Marcos A.; Faes, Matthias G. R.
err分享
err收藏
Reliability analysis with Metamodel Line Sampling
errSTRUCTURAL SAFETY
IF6.3
err2016-05-01
err86
errOAAI
errDepina, Ivan; Le, Thi Minh Hue; Fenton, Gordon; Eiksund, Gudmund
err分享
err收藏
学者 查看更多内容