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Efficient Shape Optimization Under Uncertainty Using Polynomial Chaos Expansions and Local Sensitivities
16 references·16 citing·46 second hopsampled
Efficient Shape Optimization Under Uncertainty Using Polynomial Chaos Expansions and Local Sensitivities (2006)Efficient Shape Optimization Under Uncert…Structural Sensitivity Analysis and Optimization 2 (2005)Structural Sensitivity Analys…Review of options for structural design sensitivity analysis. Part 1: Linear systems (2005)Review of options for structu…Reliability-based design optimization using probabilistic sufficiency factor (2004)Reliability-based design opti…A comparative study on reliability-index and target-performance-based probabilistic structural design optimization (2002)A comparative study on reliab…Efficient Sensitivity/Uncertainty Analysis Using the Combined Stochastic Response Surface Method and Automated Differentiation: Application to Environmental and Biological Systems (2000)Efficient Sensitivity/Uncerta…A New Study on Reliability-Based Design Optimization (1999)A New Study on Reliability-Ba…Stochastic Response Surface Methods (SRSMs) for Uncertainty Propagation: Application to Environmental and Biological Systems (1998)Stochastic Response Surface M…Reliability-based structural optimization using improved two-point adaptive nonlinear approximations (1998)Reliability-based structural …An inverse reliability method and its application (1998)An inverse reliability method…Response Surfaces: Designs and Analyses (1997)Response Surfaces: Designs an…An efficient method for parametric uncertainty analysis of numerical geophysical models (1997)An efficient method for param…A mixed design approach for probabilistic structural durability (1997)A mixed design approach for p…Reliability-based optimization in structural engineering (1994)Reliability-based optimizatio…Inverse Reliability Problem (1994)Inverse Reliability ProblemStochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…A Reliability-Based Optimal Design Using Advanced First Order Second Moment Method (1987)A Reliability-Based Optimal D…Uncertainty optimization design of airfoil based on adaptive point adding strategy (2022)Uncertainty optimization desi…Efficient aerodynamic analysis and optimization under uncertainty using multi-fidelity polynomial chaos-Kriging surrogate model (2022)Efficient aerodynamic analysi…A novel robust aerodynamic optimization technique coupled with adjoint solvers and polynomial chaos expansion (2022)A novel robust aerodynamic op…Data-driven robust optimization for minimum nitrogen oxide emission under process uncertainty (2021)Data-driven robust optimizati…On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models (2020)On the usefulness of gradient…Variability Analysis of Crosstalk Among Differential Vias Using Polynomial-Chaos and Response Surface Methods (2017)Variability Analysis of Cross…Robust Airfoil Optimization and the Importance of Appropriately Representing Uncertainty (2017)Robust Airfoil Optimization a…Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties---Comparison of Approaches (2017)Quantification of Airfoil Geo…Effective robust design of high lift NLF airfoil under multi-parameter uncertainty (2017)Effective robust design of hi…Reliability based optimization in aeroelastic stability problems using polynomial chaos based metamodels (2015)Reliability based optimizatio…Guided tail modelling for efficient and accurate reliability estimation of highly safe mechanical systems (2011)Guided tail modelling for eff…Uncertainty analysis for rolling contact fatigue failure probability of silicon nitride ball bearings (2010)Uncertainty analysis for roll…A reduced-order stochastic finite element approach for design optimization under uncertainty (2009)A reduced-order stochastic fi…A Metamodeling Approach for Uncertainty Analysis of Nondeterministic Systems (2009)A Metamodeling Approach for U…Adaptive reduction of random variables using global sensitivity in reliability-based optimisation (2006)Adaptive reduction of random …Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design (2005)Safety Envelope for Load Tole…Non-Normal Dependent Vectors in Structural Safety (1981)Optimization algorithms for structural reliability (1991)Optimal Discretization of Random Fields (1993)An improved response surface method for the determination of failure probability and importance measures (2003)Performance-based design and optimization of uncertain wind-excited dynamic building systems (2014)Design Sensitivity Analysis of Structural Systems (1986)Recent developments in structural sensitivity analysis (1989)Sensitivity of complex, internally coupled systems (1990)Estimating Derivatives of Noisy Simulations (2012)Design sensitivity analysis of structures with viscoelastic dampers (2015)Sensitivity estimation of failure probability applying line sampling (2017)Structural reliability under combined random load sequences (1978)Structural Reliability Methods (1996)Life-cycle reliability-based optimization of civil and aerospace structures (2003)A Single-Loop Approach for System Reliability-Based Design Optimization (2007)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)Statistics for Experimenters: An 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(1979)Empirical Model Building and Response Surfaces (1988)Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection (2003)Probabilistic collocation method for flow in porous media: Comparisons with other stochastic methods (2007)A Chebyshev interval method for nonlinear dynamic systems under uncertainty (2012)Statistics for experimenters. An introduction to design, data analysis, and model building. (1978)A new look at the response surface approach for reliability analysis (1993)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Response Surface Methodology: A Retrospective and Literature Survey (2004)Applied Statistical Decision Theory (1962)Probability, statistics, and decision for civil engineers (1970)Computational methods in optimization considering uncertainties – An overview (2008)Benchmark study of numerical methods for reliability-based design optimization (2009)Reliability-based design optimization using kriging surrogates and subset simulation (2011)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Uncertainty Analysis of Transport-Transformation Models (1999)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Efficient Collocational Approach for Parametric Uncertainty Analysis (2007)Simulation and the Monte Carlo Method (1981)Hybrid Analysis Method for Reliability-Based Design Optimization (2003)Methods of structural safety (2006)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Simulation and the Monte Carlo Method (2016)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Global sensitivity analysis using polynomial chaos expansions (2007)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Reliability–sensitivity analysis using dimension reduction methods and saddlepoint approximations (2012)System-reliability-based design and topology optimization of structures under constraints on first-passage probability (2018)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 1997Response Surfaces: Designs and Analyses1,520 cited
  • 1999A New Study on Reliability-Based Design Optimization988 cited
  • 1994Reliability-based optimization in structural engineering550 cited
  • 1998Stochastic Response Surface Methods (SRSMs) for Uncertainty Propagation: Application to Environmental and Biological Systems387 cited
  • 1997An efficient method for parametric uncertainty analysis of numerical geophysical models334 cited
  • 2005Review of options for structural design sensitivity analysis. Part 1: Linear systems303 cited
  • 2002A comparative study on reliability-index and target-performance-based probabilistic structural design optimization253 cited
  • 2005Structural Sensitivity Analysis and Optimization 2249 cited
  • 1994Inverse Reliability Problem179 cited
  • 2004Reliability-based design optimization using probabilistic sufficiency factor155 cited
  • 1998Reliability-based structural optimization using improved two-point adaptive nonlinear approximations128 cited
  • 1998An inverse reliability method and its application118 cited
  • 2000Efficient Sensitivity/Uncertainty Analysis Using the Combined Stochastic Response Surface Method and Automated Differentiation: Application to Environmental and Biological Systems

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105 cited
  • 1997A mixed design approach for probabilistic structural durability100 cited
  • 1987A Reliability-Based Optimal Design Using Advanced First Order Second Moment Method89 cited
  • Cited by

    • 2017Effective robust design of high lift NLF airfoil under multi-parameter uncertainty42 cited
    • 2010Uncertainty analysis for rolling contact fatigue failure probability of silicon nitride ball bearings40 cited
    • 2006Adaptive reduction of random variables using global sensitivity in reliability-based optimisation38 cited
    • 2009A reduced-order stochastic finite element approach for design optimization under uncertainty34 cited
    • 2017Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties---Comparison of Approaches33 cited
    • 2021Data-driven robust optimization for minimum nitrogen oxide emission under process uncertainty29 cited
    • 2015Reliability based optimization in aeroelastic stability problems using polynomial chaos based metamodels25 cited
    • 2020On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models24 cited
    • 2005Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design22 cited
    • 2022Efficient aerodynamic analysis and optimization under uncertainty using multi-fidelity polynomial chaos-Kriging surrogate model20 cited
    • 2022Uncertainty optimization design of airfoil based on adaptive point adding strategy20 cited
    • 2017Variability Analysis of Crosstalk Among Differential Vias Using Polynomial-Chaos and Response Surface Methods19 cited
    • 2022A novel robust aerodynamic optimization technique coupled with adjoint solvers and polynomial chaos expansion16 cited
    • 2009A Metamodeling Approach for Uncertainty Analysis of Nondeterministic Systems15 cited
    • 2011Guided tail modelling for efficient and accurate reliability estimation of highly safe mechanical systems15 cited
    • 2017Robust Airfoil Optimization and the Importance of Appropriately Representing Uncertainty14 cited