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The phrase "are validated on a" is correct and usable in written English.
It can be used in contexts where you are discussing the process of confirming or verifying something within a specific framework or system.
Example: "The results of the experiment are validated on a rigorous set of criteria to ensure accuracy."
Alternatives: "are confirmed through a" or "are verified using a".
Exact(11)
The CIPD kite mark allows employers to have a level of confidence that the education is set at standards which are validated on a regular basis, and therefore meet specific skills and knowledge criteria.
Growth hackers are validated on a post-hoc basis.
The key theoretical results are validated on a laboratory set-up with voice-coil magnetic shakers.
The results are validated on a selection of large ongoing open source software projects.
The different methods are validated on a wide range of parameters.
The resulting high order well-balanced schemes are validated on a suite of numerical experiments involving complex magnetic fields.
Similar(49)
The performance and robustness of this control scheme are validated on an experimental test setup.
The classification models were validated on a separate cohort (validation cohort; Supplementary Table 1).
The approach is validated on a published example involving only one contaminant.
The spring characteristics was validated on a tensile testing machine.
However, their approach is validated on a smaller number of cases compared to other studies.
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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