A unified analysis framework of static and dynamic structural reliabilities based on direct probability integral method

G Chen, D Yang - Mechanical Systems and Signal Processing, 2021 - Elsevier
Generally, the static and dynamic reliabilities of structures are addressed separately in the
existing methods except the computationally expensive stochastic sampling-based …

Reliability sensitivity estimation with sequential importance sampling

I Papaioannou, K Breitung, D Straub - Structural Safety, 2018 - Elsevier
In applications of reliability analysis, the sensitivity of the probability of failure to design
parameters is often crucial for decision-making. A common sensitivity measure is the partial …

[HTML][HTML] New importance measures based on failure probability in global sensitivity analysis of reliability

Z Kala - Mathematics, 2021 - mdpi.com
This article presents new sensitivity measures in reliability-oriented global sensitivity
analysis. The obtained results show that the contrast and the newly proposed sensitivity …

Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling

M Chiron, C Genest, J Morio, S Dubreuil - Reliability Engineering & System …, 2023 - Elsevier
This paper addresses the challenge of performing importance sampling in high-dimensional
space (several hundred inputs) in order to estimate the failure probability of a physical …

Cross-entropy-based importance sampling with failure-informed dimension reduction for rare event simulation

F Uribe, I Papaioannou, YM Marzouk, D Straub - SIAM/ASA Journal on …, 2021 - SIAM
The estimation of rare event or failure probabilities in high dimensions is of interest in many
areas of science and technology. We consider problems where the rare event is expressed …

A priori error estimates for local reliability-based sensitivity analysis with Monte Carlo Simulation

AJ Torii, AA Novotny - Reliability Engineering & System Safety, 2021 - Elsevier
In this work, we present a priori error estimates for local reliability-based sensitivity analysis.
The Score Function Method and the Weak Approach using Monte Carlo Simulation are …

Reliability analysis of structures with multimodal distributions based on direct probability integral method

L Li, G Chen, M Fang, D Yang - Reliability Engineering & System Safety, 2021 - Elsevier
For practical structures, some input random variables follow multimodal distributions, and
conventional reliability analysis methods may result in large computational errors. In this …

Information reuse for importance sampling in reliability-based design optimization

A Chaudhuri, B Kramer, KE Willcox - Reliability Engineering & System …, 2020 - Elsevier
This paper introduces a new approach for importance-sampling-based reliability-based
design optimization (RBDO) that reuses information from past optimization iterations to …

Stochastic optimization of nonlinear energy sinks

E Boroson, S Missoum - Structural and Multidisciplinary Optimization, 2017 - Springer
Nonlinear energy sinks (NES) are a promising technique to achieve vibration mitigation.
Through nonlinear stiffness properties, NES are able to passively and irreversibly absorb …

Multilevel sequential importance sampling for rare event estimation

F Wagner, J Latz, I Papaioannou, E Ullmann - SIAM Journal on Scientific …, 2020 - SIAM
The estimation of the probability of rare events is an important task in reliability and risk
assessment. We consider failure events that are expressed in terms of a limit state function …