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The proposed framework computes the optimal polynomial order and important component functions of PCFE, which is an integral part of H-PCFE, by using global variance based sensitivity analysis.
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The experimental results show that the proposed method outperforms state-of-the-art HMM synthesis using global variance.
The neutron response of the system was assessed using global variance reduction techniques and a surface source, and shutdown dose rate calculations were undertaken using MCR2S.
Subsets for clustering were selected using global variance thresholds.
Using global variance-based sensitivity analysis, influence of nonlinear modelling approaches on uncertainty propagation is studied.
Using global variance-based sensitivity analysis, uncertainties in material properties, geometrical properties and mechanical properties are studied.
We use global variance (GV) enhancement to improve the perceived quality of the synthesized signals obtained by the proposed and the GMM-based methods.
8 All households were georeferenced by using global positioning systems.
Of these error variances, the relative contribution of the physician-rater interaction effect in particular increased by a factor five when using global rating scores instead of total checklist scores (Table 2).> -wrap-foot> TTE = transthoracic echocardiography, VC = variance components, SE = standard error, d.f.
A two-step SA was performed using global techniques: the Morris screening method for qualitative ranking of parameters was first used, followed by the eFAST variance-based method, which attributes portions of variance in the model output to each parameter.
By using a new variance-based global sensitivity analysis method, this paper identifies important parameters for nitrogen reactive transport with simultaneous consideration of these three uncertainties.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com