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Efficient aerodynamic analysis and optimization under uncertainty using multi-fidelity polynomial chaos-Kriging surrogate model
16 references·1 citing·38 second hop
Efficient aerodynamic analysis and optimization under uncertainty using multi-fidelity polynomial chaos-Kriging surrogate model (2022)Efficient aerodynamic analysis and optimi…Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization (2018)Survey of Multifidelity Metho…A Critical Review of Surrogate Assisted Robust Design Optimization (2017)A Critical Review of Surrogat…Multi-fidelity non-intrusive polynomial chaos based on regression (2016)Multi-fidelity non-intrusive …A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry (2015)A new surrogate modeling tech…Grid and basis adaptive polynomial chaos techniques for sensitivity and uncertainty analysis (2013)Grid and basis adaptive polyn…Uncertainty‐based robust aerodynamic optimization of rotor blades (2012)Uncertainty‐based robust aero…Multifidelity Uncertainty Quantification Using Non-Intrusive Polynomial Chaos and Stochastic Collocation (2012)Multifidelity Uncertainty Qua…Monte-Carlo based uncertainty analysis: Sampling efficiency and sampling convergence (2012)Monte-Carlo based uncertainty…Cokriging for Robust Design Optimization (2012)Cokriging for Robust Design O…Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Adaptive sparse polynomial ch…Reliability-based shape optimization of structures undergoing fluid–structure interaction phenomena (2005)Reliability-based shape optim…Modeling uncertainty in flow simulations via generalized polynomial chaos (2003)Modeling uncertainty in flow …Needs and Opportunities for Uncertainty-Based Multidisciplinary Design Methods for Aerospace Vehicles (2002)Needs and Opportunities for U…Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design (1999)Towards a Better Understandin…A General Approach for Robust Optimal Design (1993)A General Approach for Robust…Stochastic Finite Elements: A Spectral Approach (1991)Stochastic Finite Elements: A…An active-learning method based on hierarchical Kriging model for multi-fidelity reliability analysis (2025)An active-learning method bas…Design and Analysis of Computer Experiments (1989)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Surrogate models for uncertainty quantification: An overview (2017)Surrogate-assisted global sensitivity analysis: an overview (2020)A Survey on High-dimensional Gaussian Process Modeling with Application to Bayesian Optimization (2022)Exact and Invariant Second-Moment Code Format (1974)Quality Engineering Using Robust Design (1991)A comparative study of uncertainty propagation methods for black-box-type problems (2008)Structural Reliability Analysis and Prediction (2017)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)UQLab: A Framework for Uncertainty Quantification in Matlab (2014)POLYNOMIAL-CHAOS-BASED KRIGING (2015)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification (2015)Surrogate model uncertainty quantification for reliability-based design optimization (2019)To Sobol or not to Sobol? 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References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2010Adaptive sparse polynomial chaos expansion based on least angle regression1,507 cited
  • 2003Modeling uncertainty in flow simulations via generalized polynomial chaos1,428 cited
  • 2018Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization1,072 cited
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  • 2012Multifidelity Uncertainty Quantification Using Non-Intrusive Polynomial Chaos and Stochastic Collocation162 cited
  • 2012Cokriging for Robust Design Optimization86 cited
  • 2016Multi-fidelity non-intrusive polynomial chaos based on regression83 cited
  • 2005Reliability-based shape optimization of structures undergoing fluid–structure interaction phenomena

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65 cited
  • 2012Uncertainty‐based robust aerodynamic optimization of rotor blades56 cited
  • 2013Grid and basis adaptive polynomial chaos techniques for sensitivity and uncertainty analysis52 cited
  • Cited by

    • 2025An active-learning method based on hierarchical Kriging model for multi-fidelity reliability analysis9 cited