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A Multiwavelet Neural Network‐Based Response Surface Method for Structural Reliability Analysis
15 references·11 citing·39 second hop
A Multiwavelet Neural Network‐Based Response Surface Method for Structural Reliability Analysis (2014)A Multiwavelet Neural Network‐Based Respo…Structural Reliability Analysis and Prediction (2017)Structural Reliability Analys…Reliability Assessment with Fuzzy Random Variables Using Interval Monte Carlo Simulation (2013)Reliability Assessment with F…Cross-entropy-based adaptive importance sampling using Gaussian mixture (2013)Cross-entropy-based adaptive …Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression (2012)Structural Reliability Assess…Reliability analysis of structures using artificial neural network based genetic algorithms (2008)Reliability analysis of struc…High-order limit state functions in the response surface method for structural reliability analysis (2007)High-order limit state functi…A new artificial neural network-based response surface method for structural reliability analysis (2007)A new artificial neural netwo…Structural reliability analysis for implicit performance function using radial basis function network (2005)Structural reliability analys…Reliability analysis of structures using neural network method (2005)Reliability analysis of struc…A univariate approximation at most probable point for higher-order reliability analysis (2005)A univariate approximation at…Classification Approach for Reliability Analysis with Stochastic Finite-Element Modeling (2003)Classification Approach for R…An examination of methods for approximating implicit limit state functions from the viewpoint of statistical learning theory (2003)An examination of methods for…Neural-network-based reliability analysis: a comparative study (2001)Neural-network-based reliabil…Stochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…A fast and efficient response surface approach for structural reliability problems (1990)A fast and efficient response…Artificial neural networks applications in construction and building engineering (1991–2021): Science mapping and visualization (2023)Artificial neural networks ap…Structural stochastic responses determination via a sample-based stochastic finite element method (2021)Structural stochastic respons…An adaptive polynomial chaos expansion for high-dimensional reliability analysis (2020)An adaptive polynomial chaos …A novel active learning reliability method combining adaptive Kriging and spherical decomposition-MCS (AK-SDMCS) for small failure probabilities (2020)A novel active learning relia…Probability and interval hybrid reliability analysis based on adaptive local approximation of projection outlines using support vector machine (2019)Probability and interval hybr…Structural reliability and stochastic finite element methods (2018)Structural reliability and st…RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis (2018)RM5Tree: Radial basis M5 mode…Global sensitivity analysis with a hierarchical sparse metamodeling method (2018)Global sensitivity analysis w…A new unbiased metamodel method for efficient reliability analysis (2017)A new unbiased metamodel meth…An Adaptive Wavelet Frame Neural Network Method for Efficient Reliability Analysis (2014)An Adaptive Wavelet Frame Neu…A multiwavelet support vector regression method for efficient reliability assessment (2014)A multiwavelet support vector…Structural Reliability Theory and Its Applications (1982)Probability, reliability and statistical methods in engineering design (1999)A new adaptive response surface method for reliability analysis (2012)Machine learning model for Bitcoin exchange rate prediction using economic and technology determinants (2020)Method for Random Vibration of Hysteretic Systems (1976)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)An improvement of the response surface method (2011)Reliability analysis of structures by iterative improved response surface method (2016)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Empirical Model Building and Response Surfaces (1988)Empirical Model-Building and Response Surfaces. (1988)Application of Least Squares Support Vector Machine for Regression to Reliability Analysis (2009)An efficient reliability method combining adaptive importance sampling and Kriging metamodel (2014)Response Surface Methodology (1996)Moment methods for structural reliability (2001)Exact and Invariant Second-Moment Code Format (1974)Probability Concepts in Engineering Planning and Design (1975)A Gaussian process-based dynamic surrogate model for complex engineering structural reliability analysis (2017)AKOIS: An adaptive Kriging oriented importance sampling method for structural system reliability analysis (2019)Structural Reliability — Analysis and Prediction (2001)Simulation and the Monte Carlo Method (2007)Cross entropy-based importance sampling using Gaussian densities revisited (2018)Hamiltonian Monte Carlo methods for Subset Simulation in reliability analysis (2018)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)Structural Reliability Methods (1996)An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability (2014)Rare Event Estimation Using Polynomial-Chaos Kriging (2016)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)A new look at the response surface approach for reliability analysis (1993)Application of kriging method to structural reliability problems (2004)Reliability analysis using radial basis function networks and support vector machines (2010)Surrogate model uncertainty quantification for reliability-based design optimization (2019)EMCS-SVR: Hybrid efficient and accurate enhanced simulation approach coupled with adaptive SVR for structural reliability analysis (2022)Uncertainties in risk analysis: Six levels of treatment (1996)Reliability analysis—a review and some perspectives (2001)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Global sensitivity analysis using polynomial chaos expansions (2007)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)
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References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2017Structural Reliability Analysis and Prediction3,780 cited
  • 1990A fast and efficient response surface approach for structural reliability problems1,198 cited
  • 2007High-order limit state functions in the response surface method for structural reliability analysis273 cited
  • 2001Neural-network-based reliability analysis: a comparative study271 cited
  • 2013Cross-entropy-based adaptive importance sampling using Gaussian mixture209 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
  • 2005Structural reliability analysis for implicit performance function using radial basis function network173 cited
  • 2007A new artificial neural network-based response surface method for structural reliability analysis172 cited
  • 2008Reliability analysis of structures using artificial neural network based genetic algorithms158 cited
  • 2012Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression143 cited
  • 2005A univariate approximation at most probable point for higher-order reliability analysis121 cited
  • 2003

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Classification Approach for Reliability Analysis with Stochastic Finite-Element Modeling
94 cited
  • 2013Reliability Assessment with Fuzzy Random Variables Using Interval Monte Carlo Simulation76 cited
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    • 2018RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis62 cited
    • 2020An adaptive polynomial chaos expansion for high-dimensional reliability analysis59 cited
    • 2018Structural reliability and stochastic finite element methods51 cited
    • 2020A novel active learning reliability method combining adaptive Kriging and spherical decomposition-MCS (AK-SDMCS) for small failure probabilities44 cited
    • 2014An Adaptive Wavelet Frame Neural Network Method for Efficient Reliability Analysis40 cited
    • 2017A new unbiased metamodel method for efficient reliability analysis40 cited
    • 2023Artificial neural networks applications in construction and building engineering (1991–2021): Science mapping and visualization31 cited
    • 2021Structural stochastic responses determination via a sample-based stochastic finite element method30 cited
    • 2018Global sensitivity analysis with a hierarchical sparse metamodeling method14 cited