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The phrase "while doing research" is correct and can be used in written English.
Example: While doing research on the topic, I came across several interesting articles that helped me understand it better.
Exact(60)
In 1960, while doing research in Japan, he married Toshiko Matsumura.
Mr. Townsend spent time touring with the Dells while doing research for the film.
While doing research on the Internet he came across the Web site of the Friars of the Renewal.
I bought one and while doing research online to see how it works I came across Mike Teague's Web site".
Dr. Morrison became interested in the piece while doing research in Russia and Paris for essays on Russian ballet.
On a later trip, while doing research at the Liaoning Provincial Museum, the director saw her catalogs and chided her.
Presnell and Ryan camped out together for weeks at a time while doing research on the Lucky Joe.
He approached other production companies, honing a pitch based on a meeting he'd had with Senator Blanche Lambert Lincoln of Arkansas while doing research for "The Contender".
Ms. Radler said that while doing research for the book she learned some fascinating facts about a game that had become extremely popular in the 20th century.
I wish she was working with me when I got stuck in an underground chamber in the Great Pyramid while doing research for one of my books.
Barry Edelstein, the artistic director of CSC, discovered "Race," written by Ferdinand Bruckner in 1933, while doing research on another project five years ago.
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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