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"fill the knowledge gap" is a correct and usable phrase in written English.
You can use it in a context where one needs to gain knowledge on a certain topic, such as when one is trying to become an expert in a certain field. For example: "I am determined to fill the knowledge gap in my field of expertise, so I am spending extra time to read relevant material on the topic."
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Mr. Khalidi wrote this short book to fill the knowledge gap.
This paper attempts to fill the knowledge gap in this area.
This paper intends to fill the knowledge gap in this area.
This study can contribute to fill the knowledge gap on concrete applications on dredged marine sand (DMS) and relative research.
This study tries to fill the knowledge gap existing in this important area of research by carrying out analytical and FE studies.
Based on those findings, the authors suggest potential future research paths in order to fill the knowledge gap and disseminate the drainback technology.
Similar(12)
Studies related to the quantitation and distribution of soil organic carbon (C) under different land use types can help to fill the knowledge gaps regarding estimation of the amount of C stored in soils at a global scale.
Therefore, the aim of this study is to fill the knowledge gaps by developing and applying an I O model of water use to Moroccan economy.
For example, what ecologists might do to fill the knowledge gaps?
In other words, the qualitative component is shaped in a way to fill the knowledge gaps identified by the quantitative components [ 41].
We expect that research intersection will continue to expand as we fill the knowledge gaps associated with soft materials in biological milieu.
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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