Sentence examples for parametric forward from inspiring English sources

We generalize the analysis of sparsity of parametric forward solution maps in [20] and of Bayesian inversion in [48,49] to the fully discrete setting, including Petrov Galerkin high-fidelity ("HiFi") discretization of the forward maps.

Based on the approximation results in [49], the infinite-dimensional parametric, deterministic forward map and operator admit N-term RB and EIM approximations which converge at rates which depend only on the sparsity of the parametric forward map.

Efficient integration of the initial value problem and its extension with parametric forward sensitivity equations using the CVODES solver [ 79 ], providing it with the Jacobian of the dynamics.

Spearman correlations and Kruskal Wallis tests were used to examine univariate relationships between variables; but for multivariate analysis parametric forward stepwise multiple regression was used, in the absence of a suitable non-parametric alternative.

In this study, the sources of uncertainty associated with numerical approximation and model form have been neglected, and only the model input parametric uncertainty with forward propagation has been investigated by constructing a surrogate model based on data-fitted response surface for a multiphase flow demonstration problem.

After the presentation of a parametric design procedure, we put forward a numerical model and propose a method to seek the optimal parameters.

The standard optimization procedure of ship ISP optimization based on parametric ISP model is put forward, and an efficient optimization approach for typical transport ship is developed based on this procedure.

Parametric and structural optimization for feed-forward neural networks are performed determining the optimum number of hidden layers and hidden neurons, the optimum weights and the most appropriate activation functions for the hidden and output layers.

According to the findings from parametric study, significant design recommendations are put forward to reduce the LJF of the joint.

These data are presented as both mono-parametric histograms or bi-parametric panels with the red DHE fluorescence intensity plotted versus the forward scatter.

We consider two stochastic simulation algorithms for the calculation of parametric derivatives of solutions of a population balance equation, namely, forward and adjoint sensitivity methods.