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The phrase "augmenting the dimension of" is correct and usable in written English.
It can be used in contexts related to mathematics, data analysis, or any field where dimensions are relevant, such as in discussions about increasing the complexity or capacity of a system.
Example: "The researchers are augmenting the dimension of the dataset to improve the accuracy of their predictive models."
Alternatives: "increasing the dimension of" or "expanding the dimension of".
Exact(2)
In this paper, a modified simple penalty function is proposed for a constrained nonlinear programming problem by augmenting the dimension of the program with a variable that controls the weight of the penalty terms.
By augmenting the dimension of the program with an additional variable ε that controls the weight of the penalty terms, this new penalty function enjoys properties of smoothness and exactness, and remains bounded below under reasonable conditions.
Similar(58)
As such, it augments the spatial dimension of analysis in the labor revitalization field by framing the set of eight well-written cases four industry sectors in two cities, Toronto and New York in terms of critical urban geography.
Augmenting the discourse of learning with computer-based learning environments.
How Technology Is Augmenting the Future of Museums in California.
The dimension of this is very dangerous.
Time is the dimension of the duration.
The results confirm a number of observations: (1) frequency is an important dimension in defining instrumental timbre; (2) augmenting the frequency axis with rate or scale dimensions provides improvement to the classifier accuracy; (3) including all three dimensions of rate, scale, and frequency further improves the accuracy results on solo notes.
A considerable effort should be directed towards augmenting the existing models by a third dimension.
Thus, we encourage other GSE researchers to look at GSE projects from other perspectives (e.g. coordination, testing and effort estimation) to identify potential new dimensions that can augment the representativeness of our proposal.
RQ1: What dimensions are needed to augment the usefulness of Smite et al.'s taxonomy?
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com