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A sequential metamodel-based method for structural optimization under uncertainty
16 references·3 citing·35 second hop
A sequential metamodel-based method for structural optimization under uncertainty (2020)A sequential metamodel-based method for s…Structural Reliability Analysis and Prediction (2017)Structural Reliability Analys…Reliability-based design optimization of wind turbine blades for fatigue life under dynamic wind load uncertainty (2016)Reliability-based design opti…UQLab: A Framework for Uncertainty Quantification in Matlab (2014)UQLab: A Framework for Uncert…Reliability of Structures (2012)Reliability of StructuresDiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization (2012)DiceKriging , DiceOptim : Two…Reliability-based design optimization using kriging surrogates and subset simulation (2011)Reliability-based design opti…Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)Assessing small failure proba…Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Adaptive sparse polynomial ch…Benchmark study of numerical methods for reliability-based design optimization (2009)Benchmark study of numerical …Computational methods in optimization considering uncertainties – An overview (2008)Computational methods in opti…On the treatment of uncertainties in structural mechanics and analysis (2006)On the treatment of uncertain…Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure (2004)Physical Systems with Random …The use of metamodeling techniques for optimization under uncertainty (2003)The use of metamodeling techn…Structural Reliability — Analysis and Prediction (2001)Structural Reliability — Anal…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Stochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…Non-probabilistic credible set model for structural uncertainty quantification (2023)Non-probabilistic credible se…Active learning-based structural reliability evaluation Kriging model and sequential importance sampling (2023)Active learning-based structu…Reliability-based design optimization for the lattice boom of crawler crane (2020)Reliability-based design opti…Design and Analysis of Computer Experiments (1989)STATISTICS FOR SPATIAL DATA (1992)Global Sensitivity Analysis. The Primer (2007)BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits (2014)Simulation optimization: a review of algorithms and applications (2015)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Structural Reliability Methods (1996)A Chebyshev interval method for nonlinear dynamic systems under uncertainty (2012)Probability-interval hybrid uncertainty analysis for structures with both aleatory and epistemic uncertainties: a review (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)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Efficient computation of global sensitivity indices using sparse polynomial chaos expansions (2010)POLYNOMIAL-CHAOS-BASED KRIGING (2015)Global sensitivity analysis using polynomial chaos expansions (2007)An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis (2018)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)Uncertainties in risk analysis: Six levels of treatment (1996)Reliability analysis—a review and some perspectives (2001)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Structural reliability analysis for implicit performance functions using artificial neural network (2004)Reliability-based design sensitivity by efficient simulation (2005)The equivalent extreme-value event and evaluation of the structural system reliability (2006)Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design (2005)Adaptive Designs of Experiments for Accurate Approximation of a Target Region (2010)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Fast Numerical Methods for Stochastic Computations: A Review (2009)On the convergence of generalized polynomial chaos expansions (2011)Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion (2012)
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References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2017Structural Reliability Analysis and Prediction3,780 cited
  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2010Adaptive sparse polynomial chaos expansion based on least angle regression1,507 cited
  • 2012Reliability of Structures1,221 cited
  • 2014UQLab: A Framework for Uncertainty Quantification in Matlab1,018 cited
  • 2001Structural Reliability — Analysis and Prediction623 cited
  • 2004Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure609 cited
  • 2012DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization594 cited
  • 2008Computational methods in optimization considering uncertainties – An overview573 cited
  • 2009Benchmark study of numerical methods for reliability-based design optimization453 cited
  • 2011Reliability-based design optimization using kriging surrogates and subset simulation450 cited
  • 2011Assessing small failure probabilities by combined subset simulation and Support Vector Machines419 cited
  • 2003The use of metamodeling techniques for optimization under uncertainty326 cited

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2006
On the treatment of uncertainties in structural mechanics and analysis
184 cited
  • 2016Reliability-based design optimization of wind turbine blades for fatigue life under dynamic wind load uncertainty136 cited
  • Cited by

    • 2020Reliability-based design optimization for the lattice boom of crawler crane22 cited
    • 2023Active learning-based structural reliability evaluation Kriging model and sequential importance sampling13 cited
    • 2023Non-probabilistic credible set model for structural uncertainty quantification9 cited