PINN-FORM: a new physics-informed neural network for reliability analysis with partial differential equation
The first-order reliability method (FORM) is commonly used in the field of structural reliability
analysis, which transforms the reliability analysis problem into the solution of an optimization …
analysis, which transforms the reliability analysis problem into the solution of an optimization …
Hybrid and enhanced PSO: Novel first order reliability method-based hybrid intelligent approaches
Computing the sensitivity vector in the traditional first order reliability method may provide
inaccurate reliability outcomes for discrete performance functions and inefficient …
inaccurate reliability outcomes for discrete performance functions and inefficient …
A systematic review of structural reliability methods for deformation and fatigue analysis of offshore jacket structures
AA Shittu, A Kolios, A Mehmanparast - Metals, 2020 - mdpi.com
This paper presents the state of the art in Structural Reliability Analysis (SRA) methods with
a view of identifying key applications of each method and its proposed variations, qualifying …
a view of identifying key applications of each method and its proposed variations, qualifying …
Adaptive kriging-based efficient reliability method for structural systems with multiple failure modes and mixed variables
NC Xiao, K Yuan, C Zhou - Computer Methods in Applied Mechanics and …, 2020 - Elsevier
The reliability analysis of structural systems with multiple failure modes and mixed variables
is a critical problem because of complex nonlinear correlations among failure modes (or …
is a critical problem because of complex nonlinear correlations among failure modes (or …
New efficient and robust method for structural reliability analysis and its application in reliability-based design optimization
Due to its advantages of simplicity and high efficiency, Hasofer–Lind and Rackwitz–Fiessler
(HL–RF) method is widely used in structural reliability analysis. However, it may encounter …
(HL–RF) method is widely used in structural reliability analysis. However, it may encounter …
Novel probabilistic model for searching most probable point in structural reliability analysis
Abstract The Most Probable Point (MPP) is typically searched by transforming the basic
random variables from original to standard normal space in the traditional first order …
random variables from original to standard normal space in the traditional first order …
Adaptive conjugate single-loop method for efficient reliability-based design and topology optimization
Z Meng, B Keshtegar - Computer Methods in Applied Mechanics and …, 2019 - Elsevier
The single-loop approach (SLA) for reliability-based design optimization (RBDO) is one of
the most efficient schemes for optimization problems with linear and weak nonlinear …
the most efficient schemes for optimization problems with linear and weak nonlinear …
On reliability analysis method through rotational sparse grid nodes
This study aims to develop a rotational sparse grid (R-SPGR) method for statistical moment
evaluation and structural reliability analysis with enhanced accuracy and efficiency. The …
evaluation and structural reliability analysis with enhanced accuracy and efficiency. The …
[HTML][HTML] Efficient reliability analysis based on adaptive sequential sampling design and cross-validation
NC Xiao, MJ Zuo, W Guo - Applied Mathematical Modelling, 2018 - Elsevier
Surrogate-models have proven to be an effective strategy for structural systems with
expensive-to-evaluate simulations and are very useful for structural reliability analysis. Many …
expensive-to-evaluate simulations and are very useful for structural reliability analysis. Many …
Novel efficient method for structural reliability analysis using hybrid nonlinear conjugate map-based support vector regression
The estimation of the failure probability for complex systems is a crucial issue for
sustainability. Reliability analysis methods are needed to be developed to provide accurate …
sustainability. Reliability analysis methods are needed to be developed to provide accurate …