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"design based on" is correct and usable in written English.
You can use it to indicate that something has been designed using another thing as a reference, or as a starting point. For example: "The new logo was designed based on the company's original logo from 40 years ago."
Exact(60)
This study utilized a qualitative design based on semi-structured, one-to-one interviews.
Methods: We employed a retrospective cohort design based on population-based healthcare administrative clinical databases.
The population-based cohort design based on high-quality data met the above challenges.
They can design based on instinct.
Then they revised the design based on users' comments.
McKim accepted the commission and proposed a novel and elegant design based on a Greek amphitheater.
A more spartan design, based on therapeutic minigenes, would be problematic as well.
CNS drug design based on principles of blood-brain barrier transport.
There's a lot of comparative analysis on design based on theoretical operations.
Utzon's design, based on an embracing pair of L shapes, was flexible enough to accommodate them all.
He is weakest when he tries to demonstrate successful design based on the rules he has just laid out.
More suggestions(24)
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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