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A Subdomain uncertainty-guided Kriging method with optimized feasibility metric for time-dependent reliability analysis
16 references·5 citing·31 second hop
A Subdomain uncertainty-guided Kriging method with optimized feasibility metric for time-dependent reliability analysis (2023)A Subdomain uncertainty-guided Kriging me…Time-Dependent Reliability Analysis Through Response Surface Method (2017)Time-Dependent Reliability An…LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)LIF: A new Kriging based lear…A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis (2016)A Single-Loop Kriging Surroga…Mixed Efficient Global Optimization for Time-Dependent Reliability Analysis (2015)Mixed Efficient Global Optimi…A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)A new learning function for K…An active learning kriging model for hybrid reliability analysis with both random and interval variables (2014)An active learning kriging mo…Time-dependent reliability analysis with joint upcrossing rates (2013)Time-dependent reliability an…A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)A Nested Extreme Response Sur…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Analytical derivation of the outcrossing rate in time-variant reliability problems (2008)Analytical derivation of the …The PHI2 method: a way to compute time-variant reliability (2003)The PHI2 method: a way to com…On Latin hypercube sampling for structural reliability analysis (2002)On Latin hypercube sampling f…Optimal Discretization of Random Fields (1993)Optimal Discretization of Ran…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Structural Reliability under Incomplete Probability Information (1986)Structural Reliability under …Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach (2025)Time-dependent structural rel…Time-dependent reliability analysis by a single-loop Bayesian active learning method using Gaussian process regression (2025)Time-dependent reliability an…Spatiotemporal-dependent reliability analysis with adaptive sampling physics-informed neural networks (2025)Spatiotemporal-dependent reli…AK-UL: An active learning kriging method based on uniform sampling and local refinement for efficient reliability analysis with small failure probability (2025)AK-UL: An active learning kri…An efficient sequential Kriging model for structure safety lifetime analysis considering uncertain degradation (2024)An efficient sequential Krigi…Structural reliability under combined random load sequences (1978)Stochastic Finite Elements: A Spectral Approach (1991)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Machine learning-based methods in structural reliability analysis: A review (2021)Active learning for structural reliability: Survey, general framework and benchmark (2022)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)Metamodel-based importance sampling for structural reliability analysis (2013)Exact and Invariant Second-Moment Code Format (1974)Narrow Reliability Bounds for Structural Systems (1979)Second‐Order Reliability Approximations (1987)Reliability analysis—a review and some perspectives (2001)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A critical appraisal of reliability estimation procedures for high dimensions (2004)Life-cycle performance, management, and optimisation of structural systems under uncertainty: accomplishments and challenges (2010)The generalization of Latin hypercube sampling (2015)Designs for Computer Experiments (1989)Probability, reliability and statistical methods in engineering design (1999)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)The intrinsic random functions and their applications (1973)A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis (2017)REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis (2019)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Uncertainties in probabilistic numerical analysis of structures and solids-Stochastic finite elements (1997)Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes (2001)
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References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions1,141 cited
  • 1986Structural Reliability under Incomplete Probability Information853 cited
  • 2002On Latin hypercube sampling for structural reliability analysis798 cited
  • 1993Optimal Discretization of Random Fields728 cited
  • 2003The PHI2 method: a way to compute time-variant reliability460 cited
  • 2016LIF: A new Kriging based learning function and its application to structural reliability analysis444 cited
  • 2015A new learning function for Kriging and its applications to solve reliability problems in engineering400 cited
  • 2008Analytical derivation of the outcrossing rate in time-variant reliability problems326 cited
  • 2016A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis325 cited
  • 2017Time-Dependent Reliability Analysis Through Response Surface Method244 cited
  • 2012A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization241 cited
  • 2013Time-dependent reliability analysis with joint upcrossing rates234 cited

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  • 2015Mixed Efficient Global Optimization for Time-Dependent Reliability Analysis217 cited
  • 2014An active learning kriging model for hybrid reliability analysis with both random and interval variables213 cited
  • Cited by

    • 2025Time-dependent reliability analysis by a single-loop Bayesian active learning method using Gaussian process regression18 cited
    • 2025AK-UL: An active learning kriging method based on uniform sampling and local refinement for efficient reliability analysis with small failure probability14 cited
    • 2025Spatiotemporal-dependent reliability analysis with adaptive sampling physics-informed neural networks12 cited
    • 2024An efficient sequential Kriging model for structure safety lifetime analysis considering uncertain degradation9 cited
    • 2025Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach8 cited