SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Mutual information for explainable deep learning of multiscale systems
15 references·1 citing·43 second hop
Mutual information for explainable deep learning of multiscale systems (2021)Mutual information for explainable deep l…Causality and Bayesian Network PDEs for multiscale representations of porous media (2019)Causality and Bayesian Networ…Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization (2018)Survey of Multifidelity Metho…Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications (2017)Shapley effects for sensitivi…The $f$-Sensitivity Index (2016)The $f$-Sensitivity IndexNon-parametric methods for global sensitivity analysis of model output with dependent inputs (2015)Non-parametric methods for gl…Sampling strategies in density-based sensitivity analysis (2012)Sampling strategies in densit…A Relative Entropy Rate Method for Path Space Sensitivity Analysis of Stationary Complex Stochastic Dynamics (2012)A Relative Entropy Rate Metho…A new computational method of a moment-independent uncertainty importance measure (2008)A new computational method of…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches (2006)Measuring Uncertainty Importa…A new uncertainty importance measure (2006)A new uncertainty importance …Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design (2005)Relative Entropy Based Method…Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…Global Sensitivity Analysis (1995)Global Sensitivity AnalysisProbabilistic sensitivity analysis methods for general decision models (1986)Probabilistic sensitivity ana…Age-appropriate design of smart senior care product APP interface based on deep learning (2024)Age-appropriate design of sma…Principles of Operations Research. (1970)Dynamic Version of the Economic Lot Size Model (2004)How to avoid a perfunctory sensitivity analysis (2010)From screening to quantitative sensitivity analysis. A unified approach (2011)The generalization of Latin hypercube sampling (2015)Factorial Sampling Plans for Preliminary Computational Experiments (1991)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)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)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Moment Independent Importance Measures: New Results and Analytical Test Cases (2010)Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects (2017)A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies (2019)On The Quantitative Definition of Risk (1981)Making best use of model evaluations to compute sensitivity indices (2002)Monte Carlo simulation for moment-independent sensitivity analysis (2012)Polynomial chaos expansions for uncertainty propagation and moment independent sensitivity analysis of seawater intrusion simulations (2014)Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques (2018)Statistics for Experimenters (1979)Design and Analysis of Computer Experiments (1989)Handbook on Constructing Composite Indicators (2005)An effective screening design for sensitivity analysis of large models (2007)Reliability sensitivity analysis with random and interval variables (2009)Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models (2017)Structural Reliability Analysis and Prediction (2017)Distribution-based sensitivity analysis from a generic input-output sample (2018)A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data (2007)A Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data (2008)Modern Monte Carlo methods for efficient uncertainty quantification and propagation: A survey (2020)Modeling, analysis, and optimization under uncertainties: a review (2021)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)The Design and Analysis of Computer Experiments (2003)Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs (2021)Polynomial chaos expansion for sensitivity analysis of model output with dependent inputs (2021)A comparison between Sobol’s indices and Shapley’s effect for global sensitivity analysis of systems with independent input variables (2023)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)Extending Morris method for qualitative global sensitivity analysis of models with dependent inputs (2017)Global sensitivity analysis in the context of imprecise probabilities (p-boxes) using sparse polynomial chaos expansions (2018)Meta-modeling based efficient global sensitivity analysis for wastewater treatment plants – An application to the BSM2 model (2019)
this work references cited by second hop

References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 2018Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization1,072 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 1995Global Sensitivity Analysis931 cited
  • 2005Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design269 cited
  • 2006Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches258 cited
  • 2008A new computational method of a moment-independent uncertainty importance measure137 cited
  • 2017Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications128 cited
  • 2015Non-parametric methods for global sensitivity analysis of model output with dependent inputs116 cited
  • 1986Probabilistic sensitivity analysis methods for general decision models85 cited
  • 2012Sampling strategies in density-based sensitivity analysis66 cited
  • 2012A Relative Entropy Rate Method for Path Space Sensitivity Analysis of Stationary Complex Stochastic Dynamics44 cited
  • 2016The $f$-Sensitivity Index33 cited

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

2019
Causality and Bayesian Network PDEs for multiscale representations of porous media
16 cited

Cited by

  • 2024Age-appropriate design of smart senior care product APP interface based on deep learning12 cited