Reliability-Based Design Optimization Using Quantile Surrogates by Adaptive Gaussian Process

Probabilistic evaluation of seismic responses using deep learning method

(2020) Taeyong Kim et al.   STRUCTURAL SAFETY

A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis

(2020) Ziqi Wang et al.   STRUCTURAL SAFETY

Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis

(2020) Jungho Kim et al.   STRUCTURAL SAFETY

Surrogate Model Uncertainty Quantification for Reliability-based Design Optimization

(2019) Mingyang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework

(2019) Maliki Moustapha et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Generalized Reliability Importance Measure (GRIM) using Gaussian mixture

(2018) Taeyong Kim et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Hyper-spherical extrapolation method (HEM) for general high dimensional reliability problems

(2018) Ziqi Wang et al.   STRUCTURAL SAFETY

An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis

(2018) Stefano Marelli et al.   STRUCTURAL SAFETY

Quantile-based optimization under uncertainties using adaptive Kriging surrogate models

(2016) Maliki Moustapha et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A simulation-based method for reliability based design optimization problems with highly nonlinear constraints

(2014) Mohsen Rashki et al.   AUTOMATION IN CONSTRUCTION

An adaptive decoupling approach for reliability-based design optimization

(2013) Zhenzhong Chen et al.   COMPUTERS & STRUCTURES

AK-SYS: An adaptation of the AK-MCS method for system reliability

(2013) W. Fauriat et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Cross-entropy-based adaptive importance sampling using Gaussian mixture

(2013) Nolan Kurtz et al.   STRUCTURAL SAFETY

Large scale reliability-based design optimization of wind excited tall buildings

(2011) Seymour M.J. Spence et al.   PROBABILISTIC ENGINEERING MECHANICS

Reliability-based design optimization using kriging surrogates and subset simulation

(2011) Vincent Dubourg et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Single-Loop System Reliability-Based Design Optimization Using Matrix-Based System Reliability Method: Theory and Applications

(2010) Tam H. Nguyen et al.   JOURNAL OF MECHANICAL DESIGN

Aleatory or epistemic? Does it matter?

(2008) Armen Der Kiureghian et al.   STRUCTURAL SAFETY

A sampling technique enhancing accuracy and efficiency of metamodel-based RBDO: Constraint boundary sampling

(2007) T.H. Lee et al.   COMPUTERS & STRUCTURES

Reliable design space and complete single-loop reliability-based design optimization

(2007) Songqing Shan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY