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The phrase "are converted back to" is correct and usable in written English.
It can be used when discussing processes where something is transformed into its original state or form.
Example: "After the data is processed, the results are converted back to their original format for analysis."
Alternatives: "are reverted to" or "are transformed back into".
Exact(17)
Finally, the selected configurations are converted back to the Prototype with based on the rule of similarity and validated by experimental data.
The numbers must be converted to fixed point before they can be used in the assembly code and are converted back to floating point again before being used in the rest of the code.
These radio frequency signals are converted to light and run up to each floor on a common fiber optic network; they are converted back to signals through eight antennas distributed on each floor.
However, if the dollar rises against the yen, the benefits of increased earnings in yen often offset the lower return when the proceeds from foreign stock sales are converted back to dollars.
Finally, those outputs are converted back to crisp values.
Vice versa, the results returned from Fuseki server are converted back to java objects.
Similar(43)
"But they were converted back to street use and sold.
It could be converted back to a one-family house.
It could easily be converted back to a one-family.
When folic acid is present in adequate amounts, homocysteine is converted back to methionine.
Glutamine is shuttled to neurons where it is converted back to glutamate by glutaminase.
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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