Kernel-based global sensitivity analysis obtained from a single data set

A Generalized Kernel Method for Global Sensitivity Analysis

(2022) John Barr et al.   SIAM-ASA Journal on Uncertainty Quantification

Efficient global sensitivity analysis for high-dimensional outputs combining data-driven probability models and dimensionality reduction

(2022) WoongHee Jung et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Data-driven Bayesian network for risk analysis of global maritime accidents

(2022) Huanhuan Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A unified approach for global sensitivity analysis based on active subspace and Kriging

(2021) Changcong Zhou et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models

(2021) Xujia Zhu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Polynomial chaos expansion for sensitivity analysis of model output with dependent inputs

(2021) Thierry A. Mara et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Statistical developments for target and conditional sensitivity analysis: Application on safety studies for nuclear reactor

(2021) Amandine Marrel et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Uncertainty propagation in risk and resilience analysis of hierarchical systems

(2021) Armin Tabandeh et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Decision-theoretic reliability sensitivity

(2021) Daniel Straub et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs

(2019) Min Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: Application to urban drainage simulation

(2019) Joseph B. Nagel et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Variance-based sensitivity analysis for time-dependent processes

(2019) Alen Alexanderian et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Efficient sensitivity analysis and interpretation of parameter correlations in chemical engineering

(2018) Xiangzhong Xie et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model

(2017) Paul G. Constantine et al.   Statistical Analysis and Data Mining

On Shapley Value for Measuring Importance of Dependent Inputs

(2017) Art B. Owen et al.   SIAM-ASA Journal on Uncertainty Quantification

A Common Rationale for Global Sensitivity Measures and Their Estimation

(2016) Emanuele Borgonovo et al.   RISK ANALYSIS

Shapley Effects for Global Sensitivity Analysis: Theory and Computation

(2016) Eunhye Song et al.   SIAM-ASA Journal on Uncertainty Quantification

New sensitivity analysis subordinated to a contrast

(2015) Jean-Claude Fort et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

On uncertainty quantification of lithium-ion batteries: Application to an LiC 6 /LiCoO 2 cell

(2015) Mohammad Hadigol et al.   JOURNAL OF POWER SOURCES

Global sensitivity analysis with dependence measures

(2014) Sebastien Da Veiga   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Sensitivity analysis for multidimensional and functional outputs

(2014) Fabrice Gamboa et al.   Electronic Journal of Statistics

Sobol' Indices and Shapley Value

(2014) Art B. Owen   SIAM-ASA Journal on Uncertainty Quantification

An Automated Continuous-Flow Platform for the Estimation of Multistep Reaction Kinetics

(2012) Brandon J. Reizman et al.   ORGANIC PROCESS RESEARCH & DEVELOPMENT

Global Sensitivity Analysis for Systems with Independent and/or Correlated Inputs

(2010) Genyuan Li et al.   JOURNAL OF PHYSICAL CHEMISTRY A

Multivariate sensitivity analysis to measure global contribution of input factors in dynamic models

(2010) Matieyendou Lamboni et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY