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The phrase "improve their knowledge" is grammatically correct and can be used in written English.
It is typically used to describe the act of increasing one's understanding or expertise in a particular subject or area. Example: "The company offers training programs to help employees improve their knowledge in sales techniques."
Exact(60)
Radiologists could improve their knowledge of contrast reaction management.
Families as a whole may need to work together to improve their knowledge.
All this is helps the pupils improve their knowledge of the environment.
"We hope the examination will encourage those who do not pass to improve their knowledge about the city," he said.
Moreover, they found the tutorials very useful to improve their knowledge on this simulator.
To fulfill these roles, nurses need to improve their knowledge base in genetics.
It enables specialists to better understand the patient device interactions, and improve their knowledge.
All of whom seek to improve their knowledge and skills in order to serve their coworkers and communities better.
A great stimulus for new generations and a role model for professionals who are pursuing improve their knowledge every day.
Conclusions: MR is an opportunity for residents to exercise and improve their knowledge, leadership, presentation and problem-solving skills.
These Saharan Berbers were inspired to improve their knowledge of Islamic doctrine by their leader Yaḥyā ibn Ibrāhīm and the Moroccan theologian ʿAbd Allāh ibn Yasīn.
More suggestions(19)
enhance their knowledge
upgrade their knowledge
reinforce their knowledge
increase their knowledge
refine their knowledge
boost their knowledge
strengthen their knowledge
implement their knowledge
improves their knowledge
improving their knowledge
enhances their knowledge
upgrading their knowledge
furthering their knowledge
upgraded their knowledge
improve their proposal
improve their confidence
improve their habitat
improve their station
improve their behaviour
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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