Modeling, analysis, and optimization under uncertainties: a review

E Acar, G Bayrak, Y Jung, I Lee, P Ramu… - Structural and …, 2021 - Springer
Abstract Design optimization of structural and multidisciplinary systems under uncertainty
has been an active area of research due to its evident advantages over deterministic design …

A compendium of copulas

S Nadarajah, E Afuecheta, S Chan - Statistica, 2017 - rivista-statistica.unibo.it
Copulas are used to specify dependence between two or more random variables. The last
few years have seen a surge of developments of parametric models for copulas. Here, we …

Temperature gradient modeling of a steel box-girder suspension bridge using Copulas probabilistic method and field monitoring

H Zhang, Y Liu, Y Deng - Advances in Structural …, 2021 - journals.sagepub.com
A novel copula-based probabilistic model is proposed to establish the temperature
difference analysis model for a long-span suspension bridge's steel box girder. The key idea …

Uncertainty quantification in multiscale simulation of woven fiber composites

R Bostanabad, B Liang, J Gao, WK Liu, J Cao… - Computer Methods in …, 2018 - Elsevier
Woven fiber composites have been increasingly employed as light-weight materials in
aerospace, construction, and transportation industries due to their superior properties …

[LIBRO][B] Computational analysis of randomness in structural mechanics: Structures and infrastructures book series, Vol. 3

C Bucher - 2009 - taylorfrancis.com
Proper treatment of structural behavior under severe loading-such as the performance of a
high-rise building during an earthquake-relies heavily on the use of probability-based …

Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems

C Hu, BD Youn - Structural and Multidisciplinary Optimization, 2011 - Springer
This paper presents an adaptive-sparse polynomial chaos expansion (adaptive-sparse
PCE) method for performing engineering reliability analysis and design. The proposed …

Dependency effect on the reliability-based design optimization of complex offshore structure

A Okoro, F Khan, S Ahmed - Reliability Engineering & System Safety, 2023 - Elsevier
A tradeoff between cost and safety is essential in the reliability-based design of offshore
support structures operating in uncertain harsh environments. This study proposes a …

[HTML][HTML] Improved dynamic design method of ballasted high-speed railway bridges using surrogate-assisted reliability-based design optimization of dependent …

R Allahvirdizadeh, A Andersson, R Karoumi - Reliability Engineering & …, 2023 - Elsevier
Operating high-speed trains imposes excessive vibrations to bridges raising concerns about
their safety. In this context, it was shown that some conventional design methods such as …

Artificial Neural Network model to predict the flutter velocity of suspension bridges

F Rizzo, L Caracoglia - Computers & Structures, 2020 - Elsevier
This paper discusses the implementation of an artificial neural network (ANN) for predicting
the critical flutter velocity of suspension bridges with closed box deck sections. Deck chord …

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

I Lee, KK Choi, L Zhao - Structural and Multidisciplinary Optimization, 2011 - Springer
This paper presents a sampling-based RBDO method using surrogate models. The Dynamic
Kriging (D-Kriging) method is used for surrogate models, and a stochastic sensitivity …