SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Risk of estimators for Sobol’ sensitivity indices based on metamodels
16 references·0 citing·35 second hop
Risk of estimators for Sobol’ sensitivity indices based on metamodels (2021)Risk of estimators for Sobol’ sensitivity…Polynomial meta-models with canonical low-rank approximations: Numerical insights and comparison to sparse polynomial chaos expansions (2016)Polynomial meta-models with c…Variable importance analysis: A comprehensive review (2015)Variable importance analysis:…A Review on Global Sensitivity Analysis Methods (2015)A Review on Global Sensitivit…Better estimation of small sobol' sensitivity indices (2013)Better estimation of small so…Asymptotic normality and efficiency of two Sobol index estimators (2013)Asymptotic normality and effi…Global sensitivity measures from given data (2012)Global sensitivity measures f…Convergence and uncertainty analyses in Monte-Carlo based sensitivity analysis (2010)Convergence and uncertainty a…Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs (2009)Local Polynomial Estimation f…An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis (2009)An adaptive algorithm to buil…Calculations of Sobol indices for the Gaussian process metamodel (2008)Calculations of Sobol indices…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Random balance designs for the estimation of first order global sensitivity indices (2005)Random balance designs for th…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…Factorial Sampling Plans for Preliminary Computational Experiments (1991)Factorial Sampling Plans for …Nonlinear sensitivity analysis of multiparameter model systems (1978)Nonlinear sensitivity analysi…Design and Analysis of Computer Experiments (1989)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Random forests for global sensitivity analysis: A selective review (2020)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)A Survey on High-dimensional Gaussian Process Modeling with Application to Bayesian Optimization (2022)Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory (1973)Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Analysis of variance designs for model output (1999)Model-based design of experiments for parameter precision: State of the art (2007)Stochastic Finite Elements: A Spectral Approach (1991)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)UQLab: A Framework for Uncertainty Quantification in Matlab (2014)Structural Reliability Methods (1996)Reliability-based design optimization using kriging surrogates and subset simulation (2011)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)STATISTICS FOR SPATIAL DATA (1992)Making sense of global sensitivity analyses (2013)Global sensitivity analysis with dependence measures (2014)Statistical principles in experimental design. (1962)Regression and Kriging metamodels with their experimental designs in simulation: A review (2016)Surrogate-assisted global sensitivity analysis: an overview (2020)THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS (1946)On the Experimental Attainment of Optimum Conditions (1951)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)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 Common Rationale for Global Sensitivity Measures and Their Estimation (2016)Distribution-based sensitivity analysis from a generic input-output sample (2018)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)A new uncertainty importance measure (2006)
this work references cited by second hop

References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 1991Factorial Sampling Plans for Preliminary Computational Experiments4,936 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2015A Review on Global Sensitivity Analysis Methods1,113 cited
  • 2009An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis834 cited
  • 1978Nonlinear sensitivity analysis of multiparameter model systems696 cited
  • 2015Variable importance analysis: A comprehensive review526 cited
  • 2012Global sensitivity measures from given data430 cited
  • 2008Calculations of Sobol indices for the Gaussian process metamodel331 cited
  • 2010Convergence and uncertainty analyses in Monte-Carlo based sensitivity analysis326 cited
  • 2005Random balance designs for the estimation of first order global sensitivity indices319 cited
  • 2013Asymptotic normality and efficiency of two Sobol index estimators246 cited
  • 2013Better estimation of small sobol' sensitivity indices127 cited
  • 2009Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

125 cited
  • 2016Polynomial meta-models with canonical low-rank approximations: Numerical insights and comparison to sparse polynomial chaos expansions120 cited
  • Cited by

    No citing works inside the corpus for this window.