An enhanced method for improving the accuracy of small failure probability of structures

Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model

(2021) Atin Roy et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

AKSE: A novel adaptive Kriging method combining sampling region scheme and error-based stopping criterion for structural reliability analysis

(2021) Jinsheng Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Sequential sampling method using Gaussian process regression for estimating extreme structural response

(2020) Odin Gramstad et al.   MARINE STRUCTURES

Physical synthesis method for global reliability analysis of engineering structures

(2020) Hao Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Support vector regression based metamodel by sequential adaptive sampling for reliability analysis of structures

(2020) Atin Roy et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Structural reliability analysis via dimension reduction, adaptive sampling, and Monte Carlo simulation

(2020) Tong Zhou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging

(2020) Jan N. Fuhg et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

An efficient reliability method combining adaptive global metamodel and probability density evolution method

(2019) Tong Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis

(2018) Ning-Cong Xiao et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Sequential sampling strategy for extreme event statistics in nonlinear dynamical systems

(2018) Mustafa A. Mohamad et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An adaptive sampling method for global sensitivity analysis based on least-squares support vector regression

(2018) M. Steiner et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A New Reliability Method Combining Kriging and Probability Density Evolution Method

(2017) Zhongming Jiang et al.   International Journal of Structural Stability and Dynamics

An ensemble evolution numerical method for solving generalized density evolution equation

(2017) Weifeng Tao et al.   PROBABILISTIC ENGINEERING MECHANICS

Application of principal component analysis (PCA) and improved joint probability distributions to the inverse first-order reliability method (I-FORM) for predicting extreme sea states

(2016) Aubrey C. Eckert-Gallup et al.   OCEAN ENGINEERING

A GF-discrepancy for point selection in stochastic seismic response analysis of structures with uncertain parameters

(2016) Jianbing Chen et al.   STRUCTURAL SAFETY

Probability and convex set hybrid reliability analysis based on active learning Kriging model

(2015) Xufeng Yang et al.   APPLIED MATHEMATICAL MODELLING

40 years FORM: Some new aspects?

(2015) Karl Breitung   PROBABILISTIC ENGINEERING MECHANICS

A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models

(2012) B. Echard et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Sequential design of computer experiments for the estimation of a probability of failure

(2011) Julien Bect et al.   STATISTICS AND COMPUTING

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

(2011) J.-M. Bourinet et al.   STRUCTURAL SAFETY

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

(2011) B. Echard et al.   STRUCTURAL SAFETY

Adaptive sparse polynomial chaos expansion based on least angle regression

(2010) Géraud Blatman et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

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

Polynomial chaos expansion for sensitivity analysis

(2008) Thierry Crestaux et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

The principle of preservation of probability and the generalized density evolution equation

(2006) Jie Li et al.   STRUCTURAL SAFETY