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The phrase "aims to restore" is correct and usable in written English.
It can be used when describing the intention or goal of a person, organization, or project to bring something back to a previous state or condition.
Example: "The new policy aims to restore trust between the community and law enforcement."
Alternatives: "seeks to reinstate" or "intends to recover".
Exact(60)
Image restoration aims to restore an image within a given domain from a blurred and noisy acquisition.
The paralysis challenge aims to restore "freedom of movement" to people with paralysis.
(Con Edison aims to restore power to all of Manhattan by Saturday).
Clitoris-reconstruction surgery aims to restore sexual sensation to women who have been mutilated.
The measure aims to restore public trust in the integrity of the judiciary.
"The Birmingham Project" aims to restore their humanity and to underscore what has been lost.
Under his predecessor Daniel Barenboim the repertoire has been heavily Germanic; Chailly aims to restore Italian opera to the forefront.
(The museum also owns the overgrown remains of a garden designed by Frederick Law Olmsted's firm and aims to restore it).
The plan aims to restore much of the park to the way it was under Louis XIV, the flamboyant Sun King, who hovered over every intricate detail.
Combined with an ambitious programme of rural development, the law aims to restore millions of hectares of misappropriated land to up to two million internal refugees.
It also aims to restore lands lost by rural Colombians during the conflict, confiscated or forcibly bought by rightwing paramilitary groups.
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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