Quantile surrogates and sensitivity by adaptive Gaussian process for efficient reliability-based design optimization

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

(2021) Jungho Kim et al.   JOURNAL OF ENGINEERING MECHANICS

First-passage probability estimation by Poisson branching process model

(2021) Sang-ri Yi et al.   STRUCTURAL SAFETY

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

Structural optimization considering dynamic reliability constraints via probability density evolution method and change of probability measure

(2020) Jianbing Chen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

(2020) Jungho Kim et al.   STRUCTURAL SAFETY

An adaptive scheme for reliability-based global design optimization: A Markov chain Monte Carlo approach

(2020) H.A. Jensen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

Gaussian mixture–based equivalent linearization method (GM‐ELM) for fragility analysis of structures under nonstationary excitations

(2019) Sang‐ri Yi et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Design of structural monitoring sensor network using surrogate modeling of stochastic sensor signal

(2019) Amin Toghi Eshghi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning for high-dimensional reliability analysis

(2019) Mingyang Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2018) Stefano Marelli et al.   STRUCTURAL SAFETY

High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations

(2018) Meng Li et al.   JOURNAL OF MECHANICAL DESIGN

System-reliability-based design and topology optimization of structures under constraints on first-passage probability

(2018) Junho Chun et al.   STRUCTURAL SAFETY

Reliability-based design optimization using the directional bat algorithm

(2017) Asma Chakri et al.   NEURAL COMPUTING & APPLICATIONS

A local Kriging approximation method using MPP for reliability-based design optimization

(2016) Xiaoke Li et al.   COMPUTERS & STRUCTURES

An efficient framework for the reliability-based design optimization of large-scale uncertain and stochastic linear systems

(2016) Seymour M.J. Spence et al.   PROBABILISTIC ENGINEERING MECHANICS

Quantile-based optimization under uncertainties using adaptive Kriging surrogate models

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

Structural topology optimization under constraints on instantaneous failure probability

(2015) Junho Chun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Kriging metamodeling for approximation of high-dimensional wave and surge responses in real-time storm/hurricane risk assessment

(2013) Gaofeng Jia et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

Sampling-Based Stochastic Sensitivity Analysis Using Score Functions for RBDO Problems With Correlated Random Variables

(2011) Ikjin Lee et al.   JOURNAL OF MECHANICAL DESIGN

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

Computational methods in optimization considering uncertainties – An overview

(2008) G.I. Schuëller et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

Designing robust structures – A nonlinear simulation based approach

(2007) Michael Beer et al.   COMPUTERS & STRUCTURES

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

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