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

A High-Dimensional Reliability Analysis Method for Simulation-Based Design Under Uncertainty

(2018) Mohammad Kazem Sadoughi et al.   JOURNAL OF MECHANICAL DESIGN

Design under uncertainty for reliable power generation of piezoelectric energy harvester

(2017) Sumin Seong et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Sensitivity Developments for RBDO With Dependent Input Variable and Varying Input Standard Deviation

(2017) Hyunkyoo Cho et al.   JOURNAL OF MECHANICAL DESIGN

Design optimization under uncertainty and speed variability for a piezoelectric energy harvester powering a tire pressure monitoring sensor

(2017) Amin Toghi Eshghi et al.   Smart Materials and Structures

Concurrent topology optimization of multiscale structures with multiple porous materials under random field loading uncertainty

(2017) Jiadong Deng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

(2016) Xiaoke Li et al.   COMPUTERS & STRUCTURES

Bayesian Optimization in a Billion Dimensions via Random Embeddings

(2016) Ziyu Wang et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

An Effective Approach to Solve Design Optimization Problems With Arbitrarily Distributed Uncertainties in the Original Design Space Using Ensemble of Gaussian Reliability Analyses

(2016) Po Ting Lin et al.   JOURNAL OF MECHANICAL DESIGN

A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis

(2016) Zhen Hu et al.   JOURNAL OF MECHANICAL DESIGN

A Maximum Confidence Enhancement Based Sequential Sampling Scheme for Simulation-Based Design

(2013) Zequn Wang et al.   JOURNAL OF MECHANICAL DESIGN

Development of a Multistage Reliability-Based Design Optimization Method

(2013) Eric J. Paulson et al.   JOURNAL OF MECHANICAL DESIGN

A local adaptive sampling method for reliability-based design optimization using Kriging model

(2013) Zhenzhong Chen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Reliability-based design optimization using kriging surrogates and subset simulation

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

Sampling-based RBDO using the stochastic sensitivity analysis and Dynamic Kriging method

(2011) Ikjin Lee et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

(2011) B. Echard et al.   STRUCTURAL SAFETY

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

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

(2008) B. J. Bichon et al.   AIAA JOURNAL

Reliability-based design optimization of problems with correlated input variables using a Gaussian Copula

(2008) Yoojeong Noh et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

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