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Analytical global sensitivity analysis with Gaussian processes
14 references·0 citing·42 second hop
Analytical global sensitivity analysis with Gaussian processes (2017)Analytical global sensitivity analysis wi…Uncertainty Management in Simulation-Optimization of Complex Systems (2015)Uncertainty Management in Sim…Generalized Sobol sensitivity indices for dependent variables: numerical methods (2014)Generalized Sobol sensitivity…Metamodelling with independent and dependent inputs (2013)Metamodelling with independen…Calibrating Transient Models With Multiple Responses Using Bayesian Inverse Techniques (2013)Calibrating Transient Models …Improving High-Dimensional Physics Models Through Bayesian Calibration With Uncertain Data (2012)Improving High-Dimensional Ph…General formulation of HDMR component functions with independent and correlated variables (2011)General formulation of HDMR c…Challenges in Uncertainty, Calibration, Validation and Predictability of Engineering Analysis Models (2011)Challenges in Uncertainty, Ca…Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs (2010)Global Sensitivity Analysis f…Distribution-based global sensitivity analysis using polynomial chaos expansions (2010)Distribution-based global sen…Uncertainty and sensitivity analysis for models with correlated parameters (2007)Uncertainty and sensitivity a…Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…On the Relative Importance of Input Factors in Mathematical Models (2002)On the Relative Importance of…Sensitivity Anaysis as an Ingredient of Modeling (2000)Sensitivity Anaysis as an Ing…Importance measures in global sensitivity analysis of nonlinear models (1996)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Ratings and Rankings: Voodoo or Science? 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References

  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 2000Sensitivity Anaysis as an Ingredient of Modeling607 cited
  • 2002On the Relative Importance of Input Factors in Mathematical Models447 cited
  • 2007Uncertainty and sensitivity analysis for models with correlated parameters271 cited
  • 2010Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs242 cited
  • 2015Uncertainty Management in Simulation-Optimization of Complex Systems192 cited
  • 2011General formulation of HDMR component functions with independent and correlated variables129 cited
  • 2014Generalized Sobol sensitivity indices for dependent variables: numerical methods76 cited
  • 2013Metamodelling with independent and dependent inputs76 cited
  • 2013Calibrating Transient Models With Multiple Responses Using Bayesian Inverse Techniques22 cited
  • 2012Improving High-Dimensional Physics Models Through Bayesian Calibration With Uncertain Data21 cited
  • 2010Distribution-based global sensitivity analysis using polynomial chaos expansions19 cited
  • 2011Challenges in Uncertainty, Calibration, Validation and Predictability of Engineering Analysis Models16 cited

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