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Efficient structural reliability analysis by using a PGD model in an adaptive importance sampling schema
16 references·0 citing·33 second hop
Efficient structural reliability analysis by using a PGD model in an adaptive importance sampling schema (2020)Efficient structural reliability analysis…MCMC algorithms for Subset Simulation (2015)MCMC algorithms for Subset Si…Review and application of Artificial Neural Networks models in reliability analysis of steel structures (2014)Review and application of Art…Metamodel-based importance sampling for structural reliability analysis (2013)Metamodel-based importance sa…Asymptotic sampling for high-dimensional reliability analysis (2009)Asymptotic sampling for high-…An innovating analysis of the Nataf transformation from the copula viewpoint (2008)An innovating analysis of the…A comparison of approximate response functions in structural reliability analysis (2007)A comparison of approximate r…Comparison of response surface and neural network with other methods for structural reliability analysis (2003)Comparison of response surfac…An examination of methods for approximating implicit limit state functions from the viewpoint of statistical learning theory (2003)An examination of methods for…Important sampling in high dimensions (2002)Important sampling in high di…Reliability analysis—a review and some perspectives (2001)Reliability analysis—a review…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Directional methods for structural reliability analysis (2000)Directional methods for struc…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…A new adaptive importance sampling scheme for reliability calculations (1999)A new adaptive importance sam…A benchmark study on importance sampling techniques in structural reliability (1993)A benchmark study on importan…Adaptive sampling — an iterative fast Monte Carlo procedure (1988)Adaptive sampling — an iterat…Exact and Invariant Second-Moment Code Format (1974)A critical appraisal of reliability estimation procedures for high dimensions (2004)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)The Logic of Scientific Discovery (2013)Structural Reliability Analysis and Prediction (2017)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Optimization algorithms for structural reliability (1991)Small sample sensitivity analysis techniques for computer models.with an application to risk assessment (1980)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)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)Structural reliability under combined random load sequences (1978)Importance sampling in structural systems (1989)Application of subset simulation methods to reliability benchmark problems (2006)A comparative study of uncertainty propagation methods for black-box-type problems (2008)Design and Analysis of Computer Experiments (1989)POLYNOMIAL-CHAOS-BASED KRIGING (2015)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)Stochastic Finite Elements: A Spectral Approach (1991)Simulation and the Monte Carlo Method (2007)Bayesian Updating with Structural Reliability Methods (2014)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Reliability-based design sensitivity by efficient simulation (2005)Sequential importance sampling for structural reliability analysis (2016)A review and assessment of importance sampling methods for reliability analysis (2022)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2001Reliability analysis—a review and some perspectives775 cited
  • 1999A new adaptive importance sampling scheme for reliability calculations564 cited
  • 2013Metamodel-based importance sampling for structural reliability analysis535 cited
  • 1988Adaptive sampling — an iterative fast Monte Carlo procedure464 cited
  • 2015MCMC algorithms for Subset Simulation413 cited
  • 2014Review and application of Artificial Neural Networks models in reliability analysis of steel structures392 cited
  • 1993A benchmark study on importance sampling techniques in structural reliability380 cited
  • 2002Important sampling in high dimensions375 cited
  • 2008An innovating analysis of the Nataf transformation from the copula viewpoint286 cited
  • 2003Comparison of response surface and neural network with other methods for structural reliability analysis284 cited
  • 2000Directional methods for structural reliability analysis278 cited
  • 2003An examination of methods for approximating implicit limit state functions from the viewpoint of statistical learning theory176 cited

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  • 2007A comparison of approximate response functions in structural reliability analysis158 cited
  • 2009Asymptotic sampling for high-dimensional reliability analysis153 cited
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