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Reliability analysis of time-dependent problems based on ensemble learning of surrogate models
16 references·0 citing·42 second hopsampled
Reliability analysis of time-dependent problems based on ensemble learning of surrogate models (2023)Reliability analysis of time-dependent pr…A new non-probabilistic time-dependent reliability model for mechanisms with interval uncertainties (2021)A new non-probabilistic time-…Structural reliability analysis based on ensemble learning of surrogate models (2019)Structural reliability analys…Adaptive Kriging coupled with importance sampling strategies for time-variant hybrid reliability analysis (2019)Adaptive Kriging coupled with…Time-Dependent Reliability Analysis Through Response Surface Method (2017)Time-Dependent Reliability An…Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes (2016)Time-variant global reliabili…Time-Dependent Mechanism Reliability Analysis With Envelope Functions and First-Order Approximation (2014)Time-Dependent Mechanism Reli…A generalized Subset Simulation approach for estimating small failure probabilities of multiple stochastic responses (2014)A generalized Subset Simulati…Time-dependent reliability analysis with joint upcrossing rates (2013)Time-dependent reliability an…Reliability assessment in structural dynamics (2013)Reliability assessment in str…A Sampling Approach to Extreme Value Distribution for Time-Dependent Reliability Analysis (2013)A Sampling Approach to Extrem…An Importance Sampling Approach for Time-Dependent Reliability (2011)An Importance Sampling Approa…Reliability Sensitivity Analysis for Rack-and-Pinion Steering Linkages (2010)Reliability Sensitivity Analy…Analytical derivation of the outcrossing rate in time-variant reliability problems (2008)Analytical derivation of the …Adaptive explicit decision functions for probabilistic design and optimization using support vector machines (2008)Adaptive explicit decision fu…Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…The extreme value distribution and dynamic reliability analysis of nonlinear structures with uncertain parameters (2006)The extreme value distributio…Digital simulation of random processes and its applications (1972)Stochastic Finite Elements: A Spectral Approach (1991)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Reliability analysis of structures with interval uncertainties under stationary stochastic excitations (2015)Dynamic reliability analysis using the extended support vector regression (X-SVR) (2019)System reliability analyses of static and dynamic structures via direct probability integral method (2021)Reliability analysis—a review and some perspectives (2001)The PHI2 method: a way to compute time-variant reliability (2003)Random Vibrations: Analysis of Structural and Mechanical Systems (2011)Time-variant reliability assessment for multiple failure modes and temporal parameters (2018)An efficient Kriging based method for time-dependent reliability based robust design optimization via evolutionary algorithm (2020)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Sensitivity analysis: A review of recent advances (2015)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)Probability Concepts in Engineering Planning and Design (1975)Method for Random Vibration of Hysteretic Systems (1976)A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)Random function based spectral representation of stationary and non-stationary stochastic processes (2016)Response Surface Methodology (1996)Design and Analysis of Experiments (2006)Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis (2015)Mixed Efficient Global Optimization for Time-Dependent Reliability Analysis (2015)Structural Reliability Analysis and Prediction (2017)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)Structural Reliability Methods (1996)Probabilistic Theory of Structural Dynamics (1976)Methods of structural safety (2006)Reliability-based Structural Design (2006)First order reliability method for time-variant problems using series expansions (2014)Modeling, analysis, and optimization under uncertainties: a review (2021)Optimal Discretization of Random Fields (1993)A Time-Variant Reliability Analysis Method Based on Stochastic Process Discretization (2014)Principal component analysis and polynomial chaos expansion for time-variant reliability problems (2017)Real-time estimation error-guided active learning Kriging method for time-dependent reliability analysis (2019)Structural reliability under combined random load sequences (1978)A general failure-pursuing sampling framework for surrogate-based reliability analysis (2018)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Adaptive Bayesian support vector regression model for structural reliability analysis (2020)AKSE: A novel adaptive Kriging method combining sampling region scheme and error-based stopping criterion for structural reliability analysis (2021)Ensemble of surrogates combining Kriging and Artificial Neural Networks for reliability analysis with local goodness measurement (2022)
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References

  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2006The extreme value distribution and dynamic reliability analysis of nonlinear structures with uncertain parameters352 cited
  • 2008Analytical derivation of the outcrossing rate in time-variant reliability problems326 cited
  • 2017Time-Dependent Reliability Analysis Through Response Surface Method244 cited
  • 2013Time-dependent reliability analysis with joint upcrossing rates234 cited
  • 2008Adaptive explicit decision functions for probabilistic design and optimization using support vector machines220 cited
  • 2013A Sampling Approach to Extreme Value Distribution for Time-Dependent Reliability Analysis146 cited
  • 2019Structural reliability analysis based on ensemble learning of surrogate models146 cited
  • 2014Time-Dependent Mechanism Reliability Analysis With Envelope Functions and First-Order Approximation111 cited
  • 2013Reliability assessment in structural dynamics102 cited
  • 2014A generalized Subset Simulation approach for estimating small failure probabilities of multiple stochastic responses93 cited
  • 2021A new non-probabilistic time-dependent reliability model for mechanisms with interval uncertainties50 cited
  • 2019Adaptive Kriging coupled with importance sampling strategies for time-variant hybrid reliability analysis45 cited
  • 2016

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Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes
43 cited
  • 2011An Importance Sampling Approach for Time-Dependent Reliability40 cited
  • 2010Reliability Sensitivity Analysis for Rack-and-Pinion Steering Linkages37 cited
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