SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty
16 references·1 citing·38 second hop
Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty (2019)Active subspace-based dimension reduction…Global sensitivity metrics from active subspaces (2017)Global sensitivity metrics fr…Reliability analysis under epistemic uncertainty (2016)Reliability analysis under ep…Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems (2015)Integration of model verifica…Derivative-based global sensitivity measures: General links with Sobol’ indices and numerical tests (2013)Derivative-based global sensi…Global sensitivity measures from given data (2012)Global sensitivity measures f…Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs (2010)Global Sensitivity Analysis f…Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Variance based sensitivity an…Global Sensitivity Analysis Challenges in Biological Systems Modeling (2009)Global Sensitivity Analysis C…Derivative based global sensitivity measures and their link with global sensitivity indices (2009)Derivative based global sensi…Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Extending a global sensitivity analysis technique to models with correlated parameters (2007)Extending a global sensitivit…Sensitivity analysis in presence of model uncertainty and correlated inputs (2006)Sensitivity analysis in prese…Estimating the approximation error when fixing unessential factors in global sensitivity analysis (2006)Estimating the approximation …A new uncertainty importance measure (2006)A new uncertainty importance …Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection (2003)Uncertainty quantification in…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…Benchmarking Active Subspace methods of global sensitivity analysis against variance-based Sobol' and Morris methods with established test functions (2022)Benchmarking Active Subspace …Making best use of model evaluations to compute sensitivity indices (2002)Sensitivity Analysis in Practice (2002)Estimation of global sensitivity indices for models with dependent variables (2011)Sobol' Indices and Shapley Value (2014)A guide to uncertainty quantification and sensitivity analysis for cardiovascular applications (2015)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)Global Sensitivity Analysis. The Primer (2007)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)Factorial Sampling Plans for Preliminary Computational Experiments (1991)A simple and efficient method for global sensitivity analysis based on cumulative distribution functions (2015)Variable importance analysis: A comprehensive review (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Importance measures in global sensitivity analysis of nonlinear models (1996)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Ratings and Rankings: Voodoo or Science? (2012)Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis (2015)Weights and importance in composite indicators: Closing the gap (2017)Stochastic Finite Elements: A Spectral Approach (1991)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)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Stochastic Projection Method for Fluid Flow (2002)Point-Collocation Nonintrusive Polynomial Chaos Method for Stochastic Computational Fluid Dynamics (2010)The method of uncertainty quantification and minimization using polynomial chaos expansions (2011)Simulation-based optimal Bayesian experimental design for nonlinear systems (2012)From screening to quantitative sensitivity analysis. A unified approach (2011)Sensitivity analysis for volcanic source modeling quality assessment and model selection (2012)What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in E arth and E nvironmental systems models (2015)Introduction to Sensitivity Analysis (2007)Sensitivity analysis methods in the biomedical sciences (2020)How to avoid a perfunctory sensitivity analysis (2010)SALib: An open-source Python library for Sensitivity Analysis (2017)
this work references cited by second hop

References

  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index3,567 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 2009Derivative based global sensitivity measures and their link with global sensitivity indices446 cited
  • 2012Global sensitivity measures from given data430 cited
  • 2006Estimating the approximation error when fixing unessential factors in global sensitivity analysis395 cited
  • 2003Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection333 cited
  • 2010Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs242 cited
  • 2006Sensitivity analysis in presence of model uncertainty and correlated inputs199 cited
  • 2017Global sensitivity metrics from active subspaces158 cited
  • 2009Global Sensitivity Analysis Challenges in Biological Systems Modeling144 cited
  • 2013Derivative-based global sensitivity measures: General links with Sobol’ indices and numerical tests135 cited
  • 2007Extending a global sensitivity analysis technique to models with correlated parameters

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

129 cited
  • 2015Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems123 cited
  • 2016Reliability analysis under epistemic uncertainty114 cited
  • Cited by

    • 2022Benchmarking Active Subspace methods of global sensitivity analysis against variance-based Sobol' and Morris methods with established test functions18 cited