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"refine the execution" is correct and usable in written English
You can use it when you want to express that something should be done more efficiently, or more effectively. For example, "We need to refine the execution of our marketing strategy in order to increase sales."
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Goal: Refine the contextual design goal model with flow expressions that represent the execution order of elements in the model.
Could you refine the diagnosis?
Refine the controls.
Refine the hands.
Continue to refine the drawing.
Conch and refine the chocolate.
To demonstrate the framework, we show its usefulness in refining the organization of custom WCFPs to better match the execution behavior of an application.
Future studies will seek to refine design and execution; thereby, paving the way to delineate biomarkers of primary headache disorders.
The Spaniards refined the process.
Reddit has refined the process.
AS refined the manuscript.
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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