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The phrase "ascertained and normalized" is correct and usable in written English.
It can be used in contexts where you are discussing the process of determining and standardizing data or information.
Example: "The data was ascertained and normalized to ensure consistency across the dataset."
Alternatives: "determined and standardized" or "verified and adjusted".
Exact(1)
The optical density of the TRID induced harmonin band was ascertained and normalized to 5% of the input.
Similar(59)
They checked, corrected, ascertained and re-ascertained the data.
Then, the residents and staff physicians checked, corrected, ascertained and re-ascertained the data and classifications.
Healthy controls were ascertained and recruited by the Zucker Hillside Hospital Normal Control Program.
To ascertain whether new protrusion formation preceded cell separation, the area of extension and retraction at the front and back of colliding hemocytes was measured and normalized to the average extension / retraction for the duration of the time-course, n = 8 cells.
and normalized such that.
The factors were quantified and normalized.
Replicate signals were median averaged and normalized using LOWESS algorithm.
Firstly, the acquired dataset is integrated and normalized.
First, words from input scripts are segmented and normalized.
FRET signals were measured and normalized.
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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