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M5 model tree and Monte Carlo simulation for efficient structural reliability analysis
16 references·16 citing·36 second hopsampled
M5 model tree and Monte Carlo simulation for efficient structural reliability analysis (2017)M5 model tree and Monte Carlo simulation …Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)Assessing small failure proba…Review and application of Artificial Neural Networks models in reliability analysis of steel structures (2014)Review and application of Art…Efficient structural reliability analysis method based on advanced Kriging model (2014)Efficient structural reliabil…Assessment of the efficiency of Kriging surrogate models for structural reliability analysis (2014)Assessment of the efficiency …An efficient reliability method combining adaptive importance sampling and Kriging metamodel (2014)An efficient reliability meth…A hybrid chaos control approach of the performance measure functions for reliability-based design optimization (2014)A hybrid chaos control approa…Accelerated subset simulation with neural networks for reliability analysis (2012)Accelerated subset simulation…A new adaptive response surface method for reliability analysis (2012)A new adaptive response surfa…A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)A combined Importance Samplin…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Reliability analysis using radial basis function networks and support vector machines (2010)Reliability analysis using ra…Reliability analysis of structures using artificial neural network based genetic algorithms (2008)Reliability analysis of struc…Enriched Performance Measure Approach for Reliability-Based Design Optimization. (2005)Enriched Performance Measure …Reliability-based structural optimization using neural networks and Monte Carlo simulation (2002)Reliability-based structural …Optimization algorithms for structural reliability (1991)Optimization algorithms for s…Exact and Invariant Second-Moment Code Format (1974)Exact and Invariant Second-Mo…Portfolio allocation strategy for active learning Kriging-based structural reliability analysis (2023)Portfolio allocation strategy…An efficient sequential anisotropic RBF reliability analysis method with fast cross-validation and parallelizability (2023)An efficient sequential aniso…A Kriging-assisted sampling method for reliability analysis of structures with hybrid uncertainties (2021)A Kriging-assisted sampling m…Direct probability integral method for static and dynamic reliability analysis of structures with complicated performance functions (2020)Direct probability integral m…Correlation propagation for uncertainty analysis of structures based on a non-probabilistic ellipsoidal model (2020)Correlation propagation for u…Collaborative maritime design using sequential optimisation and reliability assessment (2020)Collaborative maritime design…A combined radial basis function and adaptive sequential sampling method for structural reliability analysis (2020)A combined radial basis funct…Probability and interval hybrid reliability analysis based on adaptive local approximation of projection outlines using support vector machine (2019)Probability and interval hybr…A new method for reliability analysis of structures with mixed random and convex variables (2019)A new method for reliability …Refined first-order reliability method using cross-entropy optimization method (2018)Refined first-order reliabili…Enhanced sequential approximate programming using second order reliability method for accurate and efficient structural reliability-based design optimization (2018)Enhanced sequential approxima…Dynamical accelerated performance measure approach for efficient reliability-based design optimization with highly nonlinear probabilistic constraints (2018)Dynamical accelerated perform…Distribution modeling for reliability analysis: Impact of multiple dependences and probability model selection (2018)Distribution modeling for rel…Self-adaptive conjugate method for a robust and efficient performance measure approach for reliability-based design optimization (2017)Self-adaptive conjugate metho…Enriched FR conjugate search directions for robust and efficient structural reliability analysis (2017)Enriched FR conjugate search …An efficient-robust structural reliability method by adaptive finite-step length based on Armijo line search (2017)An efficient-robust structura…Stochastic Finite Elements: A Spectral Approach (1991)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Time-variant reliability assessment through equivalent stochastic process transformation (2016)Adaptive surrogate model with active refinement combining Kriging and a trust region method (2017)Structural Reliability Analysis and Prediction (2017)ESC: an efficient error-based stopping criterion for kriging-based reliability analysis methods (2018)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)Metamodel-based importance sampling for structural reliability analysis (2013)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)Structural reliability under combined random load sequences (1978)Estimation of small failure probabilities in high dimensions by subset simulation (2001)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis (2017)Machine learning-based methods in structural reliability analysis: A review (2021)Active learning for structural reliability: Survey, general framework and benchmark (2022)Adaptive sampling — an iterative fast Monte Carlo procedure (1988)A new adaptive importance sampling scheme for reliability calculations (1999)Rare-event probability estimation with adaptive support vector regression surrogates (2016)An active learning reliability method combining Kriging constructed with exploration and exploitation of failure region and subset simulation (2019)Reliability-based optimization in structural engineering (1994)Hybrid Analysis Method for Reliability-Based Design Optimization (2003)Methods of structural safety (2006)Response Surface Methodology (1996)Selecting Probabilistic Approaches for Reliability-Based Design Optimization (2004)A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)Simulation and the Monte Carlo Method (2016)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Narrow Reliability Bounds for Structural Systems (1979)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)A survey on approaches for reliability-based optimization (2010)Reliability-based design optimization using kriging surrogates and subset simulation (2011)
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References

  • 1974Exact and Invariant Second-Moment Code Format3,138 cited
  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models692 cited
  • 1991Optimization algorithms for structural reliability644 cited
  • 2002Reliability-based structural optimization using neural networks and Monte Carlo simulation516 cited
  • 2016Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation412 cited
  • 2014Review and application of Artificial Neural Networks models in reliability analysis of steel structures392 cited
  • 2005Enriched Performance Measure Approach for Reliability-Based Design Optimization.321 cited
  • 2014Assessment of the efficiency of Kriging surrogate models for structural reliability analysis222 cited
  • 2012Accelerated subset simulation with neural networks for reliability analysis213 cited
  • 2014A hybrid chaos control approach of the performance measure functions for reliability-based design optimization198 cited
  • 2014Efficient structural reliability analysis method based on advanced Kriging model188 cited
  • 2012A new adaptive response surface method for reliability analysis178 cited
  • 2014

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An efficient reliability method combining adaptive importance sampling and Kriging metamodel
162 cited
  • 2010Reliability analysis using radial basis function networks and support vector machines160 cited
  • 2008Reliability analysis of structures using artificial neural network based genetic algorithms158 cited
  • Cited by

    • 2020A combined radial basis function and adaptive sequential sampling method for structural reliability analysis79 cited
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    • 2017An efficient-robust structural reliability method by adaptive finite-step length based on Armijo line search62 cited
    • 2018Dynamical accelerated performance measure approach for efficient reliability-based design optimization with highly nonlinear probabilistic constraints61 cited
    • 2020Correlation propagation for uncertainty analysis of structures based on a non-probabilistic ellipsoidal model54 cited
    • 2020Direct probability integral method for static and dynamic reliability analysis of structures with complicated performance functions54 cited
    • 2017Enriched FR conjugate search directions for robust and efficient structural reliability analysis48 cited
    • 2018Enhanced sequential approximate programming using second order reliability method for accurate and efficient structural reliability-based design optimization46 cited
    • 2023Portfolio allocation strategy for active learning Kriging-based structural reliability analysis37 cited
    • 2023An efficient sequential anisotropic RBF reliability analysis method with fast cross-validation and parallelizability36 cited
    • 2017Self-adaptive conjugate method for a robust and efficient performance measure approach for reliability-based design optimization36 cited
    • 2019A new method for reliability analysis of structures with mixed random and convex variables33 cited
    • 2021A Kriging-assisted sampling method for reliability analysis of structures with hybrid uncertainties32 cited
    • 2018Distribution modeling for reliability analysis: Impact of multiple dependences and probability model selection31 cited
    • 2018Refined first-order reliability method using cross-entropy optimization method27 cited
    • 2020Collaborative maritime design using sequential optimisation and reliability assessment26 cited