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"provides a representation" is correct and usable in written English.
You can use it when describing a situation in which someone or something gives a symbolic or visual representation of an idea, concept, or object. For example, "The painting provides a representation of nature in its purest form."
Exact(39)
Professor Parella said that the most common form of deed in residential transactions, a "bargain and sale deed with covenant against grantor's acts," performs two functions: it transfers title to the property to the new owner and at the same time provides a representation by the grantor that she had done nothing that would impair the quality of that title.
Each layer applies a nonlinear transformation on its input and provides a representation in its output.
PSD function provides a representation of the amplitude of a surface's roughness as a function of the spatial frequency.
It's built on Google's Knowledge Graph, and provides a representation of the actual things people are interested in, rather than just keywords alone.
In consecutive layers of deep architectures in Deep Learning, each layer applies a nonlinear transformation on its input and provides a representation of its output.
A virtual environment is synthesized in a group of geometrical entities that define an interactive space and it provides a representation of reality (Chen 1995).
Similar(21)
Our main goal consists in providing a representation of the compensator of H.
This lowers the dimensionality of brain networks, thereby providing a representation amenable to statistical analyses.
Results also provide a representation of intra-individual and inter-individual variability within this population.
As yet no systems provide a representation which is analogous to the road scene.
These data confirmed that resampling a colony over the course of the experiment provided a representation of the symbionts present.
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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