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The phrase "as penalization" is not commonly used in written English and may not be considered correct.
It could be used in contexts discussing consequences or penalties, but it is more typical to use "as a penalty" instead.
Example: "The team faced consequences as penalization for their repeated violations of the rules."
Alternatives: "as a punishment" or "as a consequence".
Exact(3)
First, to reduce spurious modes on very distorted meshes, the addition of dissipative terms as penalization in the numerical scheme is studied and compared on examples.
The functions ϕ C (x C ) can be regarded as penalization factors that decrease the joint probability of a hypothesized state if it involves an unexpected relations among targets.
Such algorithms include prior knowledge naturally through a prior distribution over the structure which can also serve as penalization.
Similar(57)
Due to the difficulties in finding an optimal value for λ, we found it most insightful to look at how variables enter a model as the penalization parameter is relaxed, or in nonpenalized methods as the P-value threshold for declaring significance is relaxed.
For valuation, it seems natural to view uncertainty aversion as a penalization to the no-good-deal restriction in the sense that it implies good-deal bounds under uncertainty that are wider than in the absence of uncertainty.
In general, you can include links back to your website on social platforms, and encourage website visitors to share your content on social, without fear of repercussions from Google's algorithm, which in other areas of SEO linking strategies can materialize as a penalization or demotion in rankings.
A very high maximum angular velocity is considered as a penalization, unless the mean velocity is also high.
This variability is thought to be caused by inadequacies of the individual distance measures (Pettitt et al., 2005), but it may also reflect subtle dependencies between a scoring function and the particular distance measure used (such as similar penalization factors for incomplete models).
The results obtained clearly show that the proposed diagnostic depends on the calibration and soft-calibration variables, on the penalization term, as well as on the parameter to estimate.
While it has been adapted for compressible, incompressible, viscous and inviscid flows, it is limited in the types of boundary conditions that it imposes, as are most volume penalization methods.
These were chosen because they differ in the prior assumption on marker effects and their variances, as well as the penalization criteria applied to the estimation of these parameters [ 22, 23].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com