Crossed-Derivative Based Sensitivity Measures for Interaction Screening

We provide a general inequality link between DGSM and total Sobol’ indices for input variables belonging to the class of Boltzmann probability measures, thus extending the

Therefore, DGSM-based lower and uppers bounds on total Sobol’ sensitivity indices for uniformly and normally distributed random variables are presented, followed by DGSM for groups

This communication, which builds on previous work on cavity identification, is con- cerned with the use of topological derivative as a tool for wave-based probing of elastic or

To understand the nature of inconsistency and to quantify it in turn, a number of logic-based inconsistency measures have been studied, including the maximal η-consistency

The present paper introduces a new method, called filter-based global sensitivity analysis (filter-based GSA), that allows to quantify the impor- tance of a priori defined components

In the context of global sensitivity analysis, we have seen in Section 2.1 that MI and SMI arise as sensitivity indices when specific Csisz´ ar f-divergences are chosen to evaluate

Abstract — Screening method using the derivative-based global sensitivity indices with application to reservoir simulator — Reservoir simulator can involve a large number of

Abstract — Screening Method Using the Derivative-based Global Sensitivity Indices with Applica- tion to Reservoir Simulator — Reservoir simulator can involve a large number of