4.7 Article

BUAK-AIS: Efficient Bayesian Updating with Active learning Kriging-based Adaptive Importance Sampling

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Industrial

Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach

Chaolin Song et al.

Summary: The paper introduces a new approach, VoI-R-POMDP, to accurately capture non-stationary systems and provide accurate value of information estimates.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

Article Computer Science, Interdisciplinary Applications

A quantile-based sequential approach to reliability-based design optimization via error-controlled adaptive Kriging with independent constraint boundary sampling

Chi Zhang et al.

Summary: This paper proposes a novel quantile-based sequential RBDO method using Kriging surrogate models to improve efficiency and ensure accuracy of reliability estimates, while avoiding unnecessary performance function evaluations. The new method performs well and converges quickly under the condition of independent constraint functions.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2021)

Article Engineering, Industrial

Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information

Chi Zhang et al.

Summary: New information obtained through measurements provides an opportunity to update estimates of a system's reliability. The proposed method ensures the accuracy of reliability estimates and improves efficiency through a two-phase approach, which is critical for various applications.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2021)

Article Engineering, Multidisciplinary

Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling

Pinghe Ni et al.

Summary: This study proposes a novel variational Bayesian inference approach to estimate posterior probability distributions of civil engineering structures by using vibration responses, improving the accuracy and efficiency of estimating posterior probability distributions in model updating.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2021)

Article Engineering, Industrial

On confidence intervals for failure probability estimates in Kriging-based reliability analysis

Zeyu Wang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2020)

Article Engineering, Multidisciplinary

Bayesian identification and model comparison for random property fields derived from material microstructure

Dimitrios Savvas et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2020)

Article Engineering, Industrial

REAK: Reliability analysis through Error rate-based Adaptive Kriging

Zeyu Wang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

Article Engineering, Industrial

REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis

Xufang Zhang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

Article Computer Science, Interdisciplinary Applications

ESC: an efficient error-based stopping criterion for kriging-based reliability analysis methods

Zeyu Wang et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2019)

Article Construction & Building Technology

Prediction of time-dependent tunnel convergences using a Bayesian updating approach

Xianda Feng et al.

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2019)

Article Engineering, Multidisciplinary

Bayesian inference with Subset Simulation: Strategies and improvements

Wolfgang Betz et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2018)

Article Computer Science, Interdisciplinary Applications

Embankment prediction using testing data and monitored behaviour: A Bayesian updating approach

Dong Zheng et al.

COMPUTERS AND GEOTECHNICS (2018)

Article Engineering, Multidisciplinary

Quantification of cohesive fracture parameters based on the coupling of Bayesian updating and the boundary element method

Sergio Gustavo Ferreira Cordeiro et al.

ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS (2017)

Article Engineering, Industrial

Condition-based maintenance for complex systems based on current component status and Bayesian updating of component reliability

Gero Walter et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2017)

Article Engineering, Industrial

LIF: A new Kriging based learning function and its application to structural reliability analysis

Zhili Sun et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2017)

Article Engineering, Multidisciplinary

Bayesian updating with subset simulation using artificial neural networks

Dimitris G. Giovanis et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2017)

Article Engineering, Multidisciplinary

Bayesian system identification based on hierarchical sparse Bayesian learning and Gibbs sampling with application to structural damage assessment

Yong Huang et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2017)

Article Engineering, Multidisciplinary

Bayesian updating and model class selection with Subset Simulation

F. A. DiazDelaO et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2017)

Article Engineering, Industrial

Rare-event probability estimation with adaptive support vector regression surrogates

J. -M. Bourinet

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Mechanics

Optimum design of concrete cable-stayed bridges with prestressed decks

Alberto M. B. Martins et al.

INTERNATIONAL JOURNAL FOR COMPUTATIONAL METHODS IN ENGINEERING SCIENCE & MECHANICS (2016)

Article Mathematics, Applied

A new learning function for Kriging and its applications to solve reliability problems in engineering

Zhaoyan Lv et al.

COMPUTERS & MATHEMATICS WITH APPLICATIONS (2015)

Article Computer Science, Interdisciplinary Applications

Optimization of cable forces on concrete cable-stayed bridges including geometrical nonlinearities

A. M. B. Martins et al.

COMPUTERS & STRUCTURES (2015)

Article Computer Science, Interdisciplinary Applications

Cable stretching force optimization of concrete cable-stayed bridges including construction stages and time-dependent effects

Alberto M. B. Martins et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2015)

Article Engineering, Civil

Value of information analysis with structural reliability methods

Daniel Straub

STRUCTURAL SAFETY (2014)

Article Engineering, Mechanical

Metamodel-based importance sampling for structural reliability analysis

V. Dubourg et al.

PROBABILISTIC ENGINEERING MECHANICS (2013)

Article Engineering, Civil

Cross-entropy-based adaptive importance sampling using Gaussian mixture

Nolan Kurtz et al.

STRUCTURAL SAFETY (2013)

Article Computer Science, Interdisciplinary Applications

Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression

Hongzhe Dai et al.

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2012)

Article Engineering, Civil

Determination of optimum post-tensioning cable forces of cable-stayed bridges

M. M. Hassan et al.

ENGINEERING STRUCTURES (2012)

Article Engineering, Multidisciplinary

Extended Kalman filters using explicit and derivative-free local linearizations

Nilanjan Saha et al.

APPLIED MATHEMATICAL MODELLING (2009)

Article Automation & Control Systems

Computationally efficient analysis of cable-stayed bridge for GA-based optimization

Venkat Lute et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2009)

Article Engineering, Industrial

Polynomial chaos expansion for sensitivity analysis

Thierry Crestaux et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Engineering, Aerospace

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

B. J. Bichon et al.

AIAA JOURNAL (2008)

Review Engineering, Industrial

Global sensitivity analysis using polynomial chaos expansions

Bruno Sudret

RELIABILITY ENGINEERING & SYSTEM SAFETY (2008)

Article Engineering, Civil

Application of kriging method to structural reliability problems

I Kaymaz

STRUCTURAL SAFETY (2005)

Article Computer Science, Interdisciplinary Applications

Analysis of cable-stayed bridges during construction by cantilever methods

PH Wang et al.

COMPUTERS & STRUCTURES (2004)

Article Engineering, Multidisciplinary

Parameter identification in explicit structural dynamics: performance of the extended Kalman filter

A Corigliano et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2004)

Article Biochemical Research Methods

Artificial neural networks: fundamentals, computing, design, and application

IA Basheer et al.

JOURNAL OF MICROBIOLOGICAL METHODS (2000)