Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression

13 references·16 citing·37 second hop

FromToDepth

this work references cited by second hop

References

2017Structural Reliability Analysis and Prediction3,780 cited
2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
1990A fast and efficient response surface approach for structural reliability problems1,198 cited
1993A new look at the response surface approach for reliability analysis733 cited
1999A new adaptive importance sampling scheme for reliability calculations564 cited
2011Assessing small failure probabilities by combined subset simulation and Support Vector Machines419 cited
1997Response surface method using vector projected sampling points413 cited
1991Efficient Algorithm for Second‐Order Reliability Analysis293 cited
2001Effect of response surface parameter variation on structural reliability estimates235 cited
2005Reliability analysis of structures using neural network method197 cited
2003An examination of methods for approximating implicit limit state functions from the viewpoint of statistical learning theory176 cited
2007A comparison of approximate response functions in structural reliability analysis158 cited
2004Structural reliability assessment based on particles swarm optimization149 cited

Cited by

2018A combined projection-outline-based active learning Kriging and adaptive importance sampling method for hybrid reliability analysis with small failure probabilities

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

144 cited

2017A Wavelet Support Vector Machine‐Based Neural Network Metamodel for Structural Reliability Assessment125 cited

2020Support vector regression based metamodel by sequential adaptive sampling for reliability analysis of structures107 cited

2017Sliced inverse regression-based sparse polynomial chaos expansions for reliability analysis in high dimensions99 cited

2021Efficient structural reliability analysis based on adaptive Bayesian support vector regression79 cited

2014A Multiwavelet Neural Network‐Based Response Surface Method for Structural Reliability Analysis76 cited

2019Probability and interval hybrid reliability analysis based on adaptive local approximation of projection outlines using support vector machine74 cited

2022Subset simulation with adaptable intermediate failure probability for robust reliability analysis: an unsupervised learning-based approach74 cited

2022Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification66 cited

2014A multiwavelet support vector regression method for efficient reliability assessment63 cited

2019Structural reliability and reliability sensitivity analysis of extremely rare failure events by combining sampling and surrogate model methods59 cited

2014Hierarchical Refinement of Latin Hypercube Samples57 cited

2021Reliability based design optimization of bridges considering bridge-vehicle interaction by Kriging surrogate model53 cited

2016Unified reliability analysis by active learning Kriging model combining with random‐set based Monte Carlo simulation method53 cited

2020Highly efficient Bayesian updating using metamodels: An adaptive Kriging-based approach53 cited

2022An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states52 cited