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For details of parameter selections for the regularized model see Figure 4 figure supplement 1. (B ) The distribution of ME parameters according to the order of interactions in the regularized p* model (shown above the horizontal line), compared to the model without regularization (shown below the line).
The additional internal length introduced in the regularized model is identified from the DIC strain measurements.
Since the formation of a hazy image is related to the transmission, the weight function in the regularized function should be associated with the transmission.
In the regularized estimation, the Tykhonov matrix was constructed with loose constraints of 2°, 2° and 1°/Myr for the latitude, longitude and the rotation rate, respectively.
In addition, it is very stable in the regularized inversion and is influenced by the focusing parameter value much less than the MS and MGS stabilizers.
In this study, all the SVR approaches use the ε-insensitive loss function in the regularized risk functional that ensures optimum generalization performance.
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Equivalently, is the unique solution in of the regularized minimization problem: (4.5).
In [32], the regularized auxiliary particle filter (RAPF) which combines the RPF and APF methods has been presented to diversify the particles.
This type of numerical instability is a subtle issue in constructing the regularized iterative techniques for different ill-conditioned problems, for example [1, 3, 9], and so forth.
Based on the density-weighted projection method, a stable semi-implicit scheme is used to decouple the velocity components in solving the regularized Navier Stokes equations.
We must notice that the result of this paper is a starting point in calculating the regularized trace formula and solving the inverse scattering problem, which will be investigated later on.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com