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The phrase "a mixture of multiple" is correct and usable in written English.
It can be used when describing a combination of various elements or components.
Example: "The dish is a mixture of multiple spices that create a unique flavor profile."
Alternatives: "a blend of several" or "a combination of various".
Exact(46)
In speech enhancement, a microphone signal normally consists of a mixture of multiple sources.
This means the layer can be transparent, the same color as any one of the inks or even a mixture of multiple colors.
Standard 3-state left-to-right models with a mixture of multiple Gaussians in each state are used.
Sound source separation is essential for CASA systems because we often observe a mixture of multiple sound sources in our daily environment.
The foundation for this approach is rooted in the framework of mixture theory, which models the tissue as a mixture of multiple solid and fluid constituents.
Herbal medicine is a mixture of multiple compounds, and is intended to exhibit therapeutic effects by attacking multiple disease-causing modules simultaneously.
Similar(14)
Students were faced with a mixture of multiple-choice questions as well as more open-ended ones that required a free-form response.
For majors, all homework problems were multiple-choice; for nonmajors, they were a mixture of multiple-choice and short answer (most commonly used to ask the students to describe their reasoning or make connections between topics).
The survey consisted of a mixture of multiple-choice and open questions and included text boxes for remarks in order to take full advantage of the knowledge of the expert panel and to ensure creativity of the items.
In some industries, such as sheep and beef cattle, data are often available from a mixture of breeds, multiple strains within a breed or from crossbred animals.
As the names suggest, words in the former category are considered to be highly representative of certain basic emotion type, and those in the latter category express a mixture of emotions of multiple basic types (i.e., complex emotions).
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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