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The phrase "prove the concept" is correct and usable in written English.
You can use it when you want to demonstrate that a theory or idea is valid. For example, "We need to prove the concept of using solar energy in order to transition to a greener economy."
Exact(60)
Prove the concept you want to prove.
A prototype was built and evaluated to prove the concept.
A PC-based prototype is built to prove the concept.
We always wanted to build an app, but we had to prove the concept worked first".
For now, says Benjamin Miller, offerings are being subsidized to prove the concept.
A group of companies not just Intellectual Ventures has to prove the concept.
The X-43A's purpose was merely to prove the concept of hypersonic flight.
To prove the concept, a macro scale prototype is constructed and evaluated experimentally.
Specimens were tested in edgewise compression-after-impact to prove the concept.
To prove the concept a robotic application for intelligent assembly is presented and discussed.
Using this algorithm, we develop a prototype to prove the concept of efficiency.
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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