Adaptive reliability analysis for rare events evaluation with global imprecise line sampling

Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters

(2020) Steffen Freitag et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Propagation of uncertain structural properties described by imprecise Probability Density Functions via response surface method

(2020) Alba Sofi et al.   PROBABILISTIC ENGINEERING MECHANICS

Non-intrusive imprecise stochastic simulation by line sampling

(2020) Jingwen Song et al.   STRUCTURAL SAFETY

Active learning line sampling for rare event analysis

(2020) Jingwen Song 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

Non-intrusive stochastic analysis with parameterized imprecise probability models: II. Reliability and rare events analysis

(2019) Pengfei Wei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Non-intrusive stochastic analysis with parameterized imprecise probability models: I. Performance estimation

(2019) Pengfei Wei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Epistemic uncertainty-based reliability analysis for engineering system with hybrid evidence and fuzzy variables

(2019) Chong Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Generalization of non-intrusive imprecise stochastic simulation for mixed uncertain variables

(2019) Jingwen Song et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Normalization of correlated random variables in structural reliability analysis using fourth-moment transformation

(2019) Zhao-Hui Lu et al.   STRUCTURAL SAFETY

Imprecise Monte Carlo simulation and iterative importance sampling for the estimation of lower previsions

(2018) Matthias C.M. Troffaes   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Estimation of the lower and upper bounds on the probability of failure using subset simulation and random set theory

(2018) Diego A. Alvarez et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sensitivity estimation of failure probability applying line sampling

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

Active Resource Allocation for Reliability Analysis With Model Bias Correction

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

Structural reliability analysis for p-boxes using multi-level meta-models

(2017) Roland Schöbi et al.   PROBABILISTIC ENGINEERING MECHANICS

An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation

(2017) Qiujing Pan et al.   STRUCTURAL SAFETY

Probability density evolution method: Background, significance and recent developments

(2016) Jie Li   PROBABILISTIC ENGINEERING MECHANICS

Accelerated failure identification sampling for probability analysis of rare events

(2016) Zequn Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Reliability analysis with Metamodel Line Sampling

(2016) Ivan Depina et al.   STRUCTURAL SAFETY

Review and application of Artificial Neural Networks models in reliability analysis of steel structures

(2015) A.A. Chojaczyk et al.   STRUCTURAL SAFETY

Advanced Line Sampling for efficient robust reliability analysis

(2015) Marco de Angelis et al.   STRUCTURAL SAFETY

Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization

(2014) Pengfei Wei et al.   AIAA JOURNAL

Bayesian approach for inconsistent information

(2013) M. Stein et al.   INFORMATION SCIENCES

Imprecise probabilities in engineering analyses

(2013) Michael Beer et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Moving least squares based sensitivity analysis for models with dependent variables

(2012) Longfei Tian et al.   APPLIED MATHEMATICAL MODELLING

Structural reliability analysis on the basis of small samples: An interval quasi-Monte Carlo method

(2012) Hao Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2011) B. Echard et al.   STRUCTURAL SAFETY

Uncertainty Analysis Based on Probability Bounds (P-Box) Approach in Probabilistic Safety Assessment

(2009) Durga Rao Karanki et al.   RISK ANALYSIS

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

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

Aleatory or epistemic? Does it matter?

(2008) Armen Der Kiureghian et al.   STRUCTURAL SAFETY