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Advanced computational technique based on kriging and Polynomial Chaos Expansion for structural stability of mechanical systems with uncertainties
16 references·0 citing·33 second hop
Advanced computational technique based on kriging and Polynomial Chaos Expansion for structural stability of mechanical systems with uncertainties (2021)Advanced computational technique based on…A novel hybrid surrogate model and its application on a mechanical system subjected to friction-induced vibration (2018)A novel hybrid surrogate mode…Aleatory and epistemic uncertainties analysis based on non-probabilistic reliability and its kriging solution (2016)Aleatory and epistemic uncert…Probabilistic interval stability assessment for structures with mixed uncertainty (2015)Probabilistic interval stabil…Explicit solutions for the response probability density function of linear systems subjected to random static loads (2013)Explicit solutions for the re…Adaptive sparse polynomial chaos expansion based on least angle regression (2010)Adaptive sparse polynomial ch…Kriging metamodeling in simulation: A review (2007)Kriging metamodeling in simul…Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Global sensitivity indices for nonlinear mathematical models. Review (2005)Global sensitivity indices fo…Modeling uncertainty in flow simulations via generalized polynomial chaos (2003)Modeling uncertainty in flow …The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)The Wiener--Askey Polynomial …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 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…FUZZY SETS (1996)FUZZY SETSStochastic Finite Element Method: Response Statistics (1991)Stochastic Finite Element Met…Buckling of a Stochastically Imperfect Finite Column on a Nonlinear Elastic Foundation: A Reliability Study (1979)Buckling of a Stochastically …The Buckling of a Column With Random Initial Deflections (1969)The Buckling of a Column With…Efficient input—output model representations (1999)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Making best use of model evaluations to compute sensitivity indices (2002)Variance decomposition and global sensitivity for structural systems (2009)Metamodelling with independent and dependent inputs (2013)Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis (2014)Stochastic Finite Elements: A Spectral Approach (1991)High-Order Collocation Methods for Differential Equations with Random Inputs (2005)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)Design and Analysis of Computer Experiments (1989)Bayesian Experimental Design: A Review (1995)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)Sensitivity analysis: A review of recent advances (2015)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)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)An adaptive multi-element generalized polynomial chaos method for stochastic differential equations (2005)Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics (2008)Fast Numerical Methods for Stochastic Computations: A Review (2009)Hybrid simulation–optimization methods: A taxonomy and discussion (2014)Time-dependent reliability of aging structures in the presence of non-stationary loads and degradation (2014)Design of computer experiments: A review (2017)Multi-criteria decision making in Pythagorean fuzzy environment (2019)Analyzing barriers for the adoption of circular economy in the manufacturing sector (2021)The impact of artificial intelligence capabilities on servitization: The moderating role of absorptive capacity-A dynamic capabilities perspective (2022)Review and comparison of two meta-model-based uncertainty propagation analysis methods in groundwater applications: polynomial chaos expansion and Gaussian process emulation (2018)Polynomial chaos expansion for uncertainty quantification of dam engineering problems (2019)An adaptive polynomial chaos expansion for high-dimensional reliability analysis (2020)
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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
  • 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code2,856 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2010Adaptive sparse polynomial chaos expansion based on least angle regression1,507 cited
  • 2003Modeling uncertainty in flow simulations via generalized polynomial chaos1,428 cited
  • 2007Kriging metamodeling in simulation: A review1,278 cited
  • 1996FUZZY SETS579 cited
  • 2005Global sensitivity indices for nonlinear mathematical models. Review155 cited
  • 1991Stochastic Finite Element Method: Response Statistics120 cited
  • 1969The Buckling of a Column With Random Initial Deflections69 cited
  • 1979Buckling of a Stochastically Imperfect Finite Column on a Nonlinear Elastic Foundation: A Reliability Study63 cited
  • 2016Aleatory and epistemic uncertainties analysis based on non-probabilistic reliability and its kriging solution51 cited
  • 2015Probabilistic interval stability assessment for structures with mixed uncertainty48 cited

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  • 2018A novel hybrid surrogate model and its application on a mechanical system subjected to friction-induced vibration41 cited
  • 2013Explicit solutions for the response probability density function of linear systems subjected to random static loads41 cited
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