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Variable screening and ranking using sampling-based sensitivity measures
4 references·16 citing·43 second hop
Variable screening and ranking using sampling-based sensitivity measures (2005)Variable screening and ranking using samp…Methods of structural safety (2006)Methods of structural safetyDesign and Analysis of Experiments (2001)Design and Analysis of Experi…Computational methods for efficient structural reliability and reliability sensitivity analysis (1994)Computational methods for eff…Methods of structural safety (1987)Methods of structural safetyThermal error prediction and reliability sensitivity analysis of motorized spindle based on Kriging model (2021)Thermal error prediction and …Reliability and sensitivity analysis of composite structures by an adaptive Kriging based approach (2021)Reliability and sensitivity a…Reliability and reliability sensitivity analysis of structure by combining adaptive linked importance sampling and Kriging reliability method (2020)Reliability and reliability s…Structural reliability and reliability sensitivity analysis of extremely rare failure events by combining sampling and surrogate model methods (2019)Structural reliability and re…Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)Review of statistical model c…Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model (2018)Reliability and reliability-b…A new data-driven design methodology for mechanical systems with high dimensional design variables (2018)A new data-driven design meth…Time-dependent reliability sensitivity analysis of motion mechanisms (2016)Time-dependent reliability se…Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization (2014)Extended Monte Carlo Simulati…An efficient variable screening method for effective surrogate models for reliability-based design optimization (2014)An efficient variable screeni…Reliability-based design optimization via high order response surface method (2013)Reliability-based design opti…Reliability–sensitivity analysis using dimension reduction methods and saddlepoint approximations (2012)Reliability–sensitivity analy…Reliability Sensitivity Algorithm Based on Stratified Importance Sampling Method for Multiple Failure Modes Systems (2010)Reliability Sensitivity Algor…Reliability sensitivity by method of moments (2009)Reliability sensitivity by me…Universal properties of kernel functions for probabilistic sensitivity analysis (2008)Universal properties of kerne…Uncertainty analysis based on sensitivity applied to angle-ply composite structures (2006)Uncertainty analysis based on…Structural Reliability Methods (1996)Moment methods for structural reliability (2001)Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Post optimization for accurate and efficient reliability‐based design optimization using second‐order reliability method based on importance sampling and its stochastic sensitivity analysis (2015)Evaluation of Moments of Performance Functions Based on Efficient Cubature Formulation (2017)An improved high order moment-based saddlepoint approximation method for reliability analysis (2020)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure probability using generalized subset simulation (2021)Rare event estimation with sequential directional importance sampling (2022)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Variance based sensitivity analysis of model output. 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(2005)
this work references cited by second hop

References

  • 2006Methods of structural safety1,835 cited
  • 2001Design and Analysis of Experiments1,271 cited
  • 1987Methods of structural safety390 cited
  • 1994Computational methods for efficient structural reliability and reliability sensitivity analysis388 cited

Cited by

  • 2019Review of statistical model calibration and validation—from the perspective of uncertainty structures99 cited
  • 2018Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model85 cited
  • 2009Reliability sensitivity by method of moments69 cited
  • 2014Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization68 cited
  • 2012Reliability–sensitivity analysis using dimension reduction methods and saddlepoint approximations66 cited
  • 2019Structural reliability and reliability sensitivity analysis of extremely rare failure events by combining sampling and surrogate model methods59 cited
  • 2016Time-dependent reliability sensitivity analysis of motion mechanisms56 cited
  • 2021Reliability and sensitivity analysis of composite structures by an adaptive Kriging based approach55 cited
  • 2008Universal properties of kernel functions for probabilistic sensitivity analysis45 cited
  • 2021Thermal error prediction and reliability sensitivity analysis of motorized spindle based on Kriging model

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44 cited
  • 2018A new data-driven design methodology for mechanical systems with high dimensional design variables40 cited
  • 2010Reliability Sensitivity Algorithm Based on Stratified Importance Sampling Method for Multiple Failure Modes Systems38 cited
  • 2020Reliability and reliability sensitivity analysis of structure by combining adaptive linked importance sampling and Kriging reliability method37 cited
  • 2014An efficient variable screening method for effective surrogate models for reliability-based design optimization27 cited
  • 2006Uncertainty analysis based on sensitivity applied to angle-ply composite structures26 cited
  • 2013Reliability-based design optimization via high order response surface method24 cited