Sentence examples for models parameter space from inspiring English sources

In previous work (Crout et al., 2009; Tarsitano et al., 2011) we used estimates of the likelihood integrated over the models parameter space (Kass and Rafferty, 1995) as measures of the prediction skill of each reduced model combination.

(c) Distribution of the normalized residual values calculated by Equation 3 for the model parameter space.

In both, the history matching was used to obtain a reduced model parameter space.

The upper bound SSD (UB-SSD) enhances the original deformable model parameter space by adding a heatmap output from FCNN.

This involves adaptively sampling the model parameter space using an algorithm, which biases the sampling towards regions of good fit.

Details of the reference model and a thorough exploration of the model parameter space will be published elsewhere (Hu et al., manuscript in preparation).

We employed a grid search procedure to find the minimum residual value using Equation 3. Figure 5c shows the distribution of normalized residuals in the model parameter space.

Sensitivity-based thresholding has been reported in the literature to reduce model parameter space during history matching (Sahni and Horne 2006a, b; Awotunde and Horne 2012).

Questions such as scalability, sequential multistage optimization by automated exploration of model parameter space, the problem of equifinality, and parameter sensitivity to local conditions are explored.

Given the high-dimensionality of the model parameter space (at least five dimensions per planet), a global search is extremely computationally demanding.

The analyses show that the closed-loop systems undergo Andronov Hopf bifurcation at a point in the model parameter space giving rise to nonlinear oscillations.