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Uncertainty Quantification and Sensitivity Analysis of Transonic Aerodynamics with Geometric Uncertainty
16 references·2 citing·35 second hop
Uncertainty Quantification and Sensitivity Analysis of Transonic Aerodynamics with Geometric Uncertainty (2017)Uncertainty Quantification and Sensitivit…Variable importance analysis: A comprehensive review (2015)Variable importance analysis:…Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Review of uncertainty-based m…Novel Uncertainty Propagation Method for Robust Aerodynamic Design (2011)Novel Uncertainty Propagation…Understanding and comparisons of different sampling approaches for the Fourier Amplitudes Sensitivity Test (FAST) (2010)Understanding and comparisons…Point-Collocation Nonintrusive Polynomial Chaos Method for Stochastic Computational Fluid Dynamics (2010)Point-Collocation Nonintrusiv…Robust Aerodynamic Design Optimization Using Polynomial Chaos (2009)Robust Aerodynamic Design Opt…A gPC-based approach to uncertain transonic aerodynamics (2009)A gPC-based approach to uncer…Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics (2008)Uncertainty Quantification an…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Uncertainty propagation in CFD using polynomial chaos decomposition (2006)Uncertainty propagation in CF…Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Survey of sampling-based meth…Stochastic Approaches to Uncertainty Quantification in CFD Simulations (2005)Stochastic Approaches to Unce…Modeling uncertainty in flow simulations via generalized polynomial chaos (2003)Modeling uncertainty in flow …Uncertainty analysis for fluid mechanics with applications (2002)Uncertainty analysis for flui…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…Uncertainty Quantification Analysis of Exhaust Gas Plume in a Crosswind (2023)Uncertainty Quantification An…Stochastic aerodynamic analysis for compressor blades with manufacturing variability based on a mathematical dimensionality reduction method (2021)Stochastic aerodynamic analys…Stochastic Finite Elements: A Spectral Approach (1991)Verification and Validation in Computational Science and Engineering (1998)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Probabilistic collocation method for flow in porous media: Comparisons with other stochastic methods (2007)Stochastic finite element methods for partial differential equations with random input data (2014)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Intrusive Galerkin methods with upwinding for uncertain nonlinear hyperbolic systems (2010)Time-dependent generalized polynomial chaos (2010)Adaptive sparse polynomial chaos expansions for global sensitivity analysis based on support vector regression (2017)Design and Analysis of Computer Experiments (1989)Response Surface Methodology (1996)How to avoid a perfunctory sensitivity analysis (2010)A Review on Global Sensitivity Analysis Methods (2015)The generalization of Latin hypercube sampling (2015)Fuzzy sets (1965)Fuzzy sets (1996)Engineering Design with Digital Thread (2018)A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems (2020)A novel Kriging-model-assisted reliability-based multidisciplinary design optimization strategy and its application in the offshore wind turbine tower (2022)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)UQLab: A Framework for Uncertainty Quantification in Matlab (2014)High-Order Collocation Methods for Differential Equations with Random Inputs (2005)A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing (2011)Simulation-based optimal Bayesian experimental design for nonlinear systems (2012)Statistical principles in experimental design. (1962)Regression and Kriging metamodels with their experimental designs in simulation: A review (2016)Random forests for global sensitivity analysis: A selective review (2020)Surrogate-assisted global sensitivity analysis: an overview (2020)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)SALib: An open-source Python library for Sensitivity Analysis (2017)A new uncertainty importance measure (2006)An adaptive multi-element generalized polynomial chaos method for stochastic differential equations (2005)Fast Numerical Methods for Stochastic Computations: A Review (2009)
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References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2003Modeling uncertainty in flow simulations via generalized polynomial chaos1,428 cited
  • 2006Survey of sampling-based methods for uncertainty and sensitivity analysis1,240 cited
  • 2008Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics769 cited
  • 2015Variable importance analysis: A comprehensive review526 cited
  • 2011Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles516 cited
  • 2005Stochastic Approaches to Uncertainty Quantification in CFD Simulations281 cited
  • 2006Uncertainty propagation in CFD using polynomial chaos decomposition254 cited
  • 2010Point-Collocation Nonintrusive Polynomial Chaos Method for Stochastic Computational Fluid Dynamics244 cited
  • 2002Uncertainty analysis for fluid mechanics with applications143 cited
  • 2010Understanding and comparisons of different sampling approaches for the Fourier Amplitudes Sensitivity Test (FAST)134 cited
  • 2009Robust Aerodynamic Design Optimization Using Polynomial Chaos88 cited

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  • 2011Novel Uncertainty Propagation Method for Robust Aerodynamic Design65 cited
  • 2009A gPC-based approach to uncertain transonic aerodynamics54 cited
  • Cited by

    • 2021Stochastic aerodynamic analysis for compressor blades with manufacturing variability based on a mathematical dimensionality reduction method16 cited
    • 2023Uncertainty Quantification Analysis of Exhaust Gas Plume in a Crosswind15 cited