Sentence examples for using a global sensitivity from inspiring English sources

Each target was analyzed using a global sensitivity analysis (GSA) method and the relative importance of different variables towards specific targets was identified.

Here we use a global sensitivity analysis on an experimentally validated cell ensemble model to illuminate apoptosis signaling.

We use a global sensitivity analysis followed by decision tree methods to test the hypothesis that persistent AP-1 activity through the predicted dynamic balance of constituent dimer forms is robust to most parameter changes in the network.

Data from a laboratory column leaching experiment were used in the uncertainty analysis using a global optimization methodology to evaluate the model's sensitivity to transport parameters.

(2013) performed a sensitivity study of the atmosphere of an Earth-like planet using a global mean radiative convective photochemical column model.

The expansion coefficients solved for in the surrogates are then used to conduct a global sensitivity analysis of the ΔV on each of the input parameters, which identifies the separation between the spacecraft as the primary contributor to the ΔV cost.

A global sensitivity analysis (GSA) using radiative transfer models is used to understand and quantify vegetation water content effects on the signal measured at three levels: leaf, canopy, and atmosphere.

Also a global sensitivity study using Sobol' indices was performed to better understand the contribution of input parameters to the variability observed in response variable.

Relative marginal values computed from the optimized results and a global sensitivity analysis are then used to rank the process parameters according to their influences on the total cost.

Identification of the key parameters using generalized variance decomposition (Sobol Indices) by means of a global sensitivity analysis.

An ANN is constructed and trained using original model samples, which can then be used as a surrogate model to generate numerous samples for a global sensitivity analysis with Sobol' sensitivity estimation or RS-HDMR.