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Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach
16 references·0 citing·35 second hop
Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach (2025)Time-dependent structural reliability ana…Structural reliability analysis: A Bayesian perspective (2022)Structural reliability analys…Parallel adaptive Bayesian quadrature for rare event estimation (2022)Parallel adaptive Bayesian qu…An Efficient Method for Time-Variant Reliability including Finite Element Analysis (2021)An Efficient Method for Time-…Real-time estimation error-guided active learning Kriging method for time-dependent reliability analysis (2019)Real-time estimation error-gu…Efficient methods by active learning Kriging coupled with variance reduction based sampling methods for time-dependent failure probability (2019)Efficient methods by active l…An active failure-pursuing Kriging modeling method for time-dependent reliability analysis (2019)An active failure-pursuing Kr…A sampling-based method for high-dimensional time-variant reliability analysis (2019)A sampling-based method for h…Time-variant reliability analysis using the parallel subset simulation (2018)Time-variant reliability anal…Time-Dependent Reliability Analysis Through Response Surface Method (2017)Time-Dependent Reliability An…Principal component analysis and polynomial chaos expansion for time-variant reliability problems (2017)Principal component analysis …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 Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)A Nested Extreme Response Sur…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…Simulation of second-order processes using Karhunen–Loeve expansion (2002)Simulation of second-order pr…Design and Analysis of Computer Experiments (1989)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)Methods of structural safety (2006)Time-dependent reliability analysis with joint upcrossing rates (2013)Structural Reliability Methods (1996)Reliability analysis—a review and some perspectives (2001)Optimal Discretization of Random Fields (1993)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCSi: A Kriging-based method to deal with small failure probabilities and time-consuming models (2018)AK-SYSi: an improved adaptive Kriging model for system reliability analysis with multiple failure modes by a refined U learning function (2018)ESC: an efficient error-based stopping criterion for kriging-based reliability analysis methods (2018)Digital Generation of Non‐Gaussian Stochastic Fields (1988)Simulation of Stationary Non-Gaussian Translation Processes (1998)Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes (2001)Implementation of Karhunen–Loeve expansion for simulation using a wavelet-Galerkin scheme (2002)Life-cycle reliability-based optimization of civil and aerospace structures (2003)Simulation of strongly non-Gaussian processes using Karhunen–Loeve expansion (2005)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Structural reliability under combined random load sequences (1978)Stochastic Finite Elements: A Spectral Approach (1991)A general failure-pursuing sampling framework for surrogate-based reliability analysis (2018)Modeling, analysis, and optimization under uncertainties: a review (2021)Design and Analysis of Experiments (2007)An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis (2009)A novel fractional moments-based maximum entropy method for high-dimensional reliability analysis (2019)A stochastic process discretization method combing active learning Kriging model for efficient time-variant reliability analysis (2021)Second-order reliability methods: a review and comparative study (2021)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Time-variant system reliability analysis method for a small failure probability problem (2020)Structural System Reliability: Overview of Theories and Applications to Optimization (2021)System reliability analyses of static and dynamic structures via direct probability integral method (2021)An active learning method combining Kriging and accelerated chaotic single loop approach (AK-ACSLA) for reliability-based design optimization (2019)New efficient and robust method for structural reliability analysis and its application in reliability-based design optimization (2020)
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References

  • 2003The PHI2 method: a way to compute time-variant reliability460 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
  • 2002Simulation of second-order processes using Karhunen–Loeve expansion269 cited
  • 2017Time-Dependent Reliability Analysis Through Response Surface Method244 cited
  • 2012A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization241 cited
  • 2015Mixed Efficient Global Optimization for Time-Dependent Reliability Analysis217 cited
  • 2019Real-time estimation error-guided active learning Kriging method for time-dependent reliability analysis144 cited
  • 2017Principal component analysis and polynomial chaos expansion for time-variant reliability problems125 cited
  • 2018Time-variant reliability analysis using the parallel subset simulation92 cited
  • 2019A sampling-based method for high-dimensional time-variant reliability analysis87 cited
  • 2019An active failure-pursuing Kriging modeling method for time-dependent reliability analysis87 cited
  • 2022Parallel adaptive Bayesian quadrature for rare event estimation83 cited
  • 2022Structural reliability analysis: A Bayesian perspective

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78 cited
  • 2019Efficient methods by active learning Kriging coupled with variance reduction based sampling methods for time-dependent failure probability73 cited
  • 2021An Efficient Method for Time-Variant Reliability including Finite Element Analysis72 cited
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