Used and loved by millions
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
to undergo additional refinement
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "to undergo additional refinement" is correct and usable in written English.
It can be used when discussing a process that requires further improvement or enhancement, often in contexts like product development, research, or writing. Example: "The prototype will undergo additional refinement before it is ready for market release."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
He was scheduled to undergo additional tests.
News & Media
Mobley's previous teams required him to undergo additional screening.
News & Media
Hundreds of others have been written up to undergo additional vetting, according to the Associated Press.
News & Media
Many had to undergo additional surgeries to repair the damage.
News & Media
In addition to the typical screening process, I am usually asked by the officer to undergo additional screening.
News & Media
States would require licensed appraisers to undergo additional professional training to equip them for their new energy-efficiency valuation responsibilities.
News & Media
If the metal detector alarms when you pass through, you will be required to undergo additional screening.
News & Media
A minority expressed a reluctance to undergo additional training.
Science
The traveller may also undergo additional screening.
News & Media
The traveler may also undergo additional screening.
News & Media
The transferred regulations undergo an additional refinement process utilizing operon predictions obtained from MicrobesOnline [ 17].
Science
Expert writing Tips
Best practice
When using the phrase "to undergo additional refinement", ensure that the context clearly indicates what aspect is being refined and why. Specificity enhances clarity.
Common error
Avoid using "to undergo additional refinement" as a vague placeholder for improvement. If possible, specify the type of refinement needed (e.g., "to undergo additional stylistic refinement" or "to undergo additional technical refinement").
Source & Trust
77%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "to undergo additional refinement" functions as an infinitive phrase, typically used as part of a verb phrase to describe a future action. It indicates that something will be subjected to a process of further improvement or fine-tuning.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "to undergo additional refinement" is a grammatically correct infinitive phrase indicating that something requires further improvement or fine-tuning. While Ludwig AI indicates it's usable, its frequency is low, suggesting it's not a common expression. The phrase is primarily used in formal, technical, or scientific contexts where processes or products are subject to continuous improvement. While grammatically sound, consider specifying the type of refinement needed to avoid vagueness. Alternatives include "to receive further polishing" or "to experience further modification".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
to undergo subsequent enhancement
Substitutes "refinement" with "enhancement", highlighting an increase in quality, value, or attractiveness.
to receive further polishing
Replaces "refinement" with "polishing", emphasizing a final stage of improvement to achieve a superior state.
to require further optimization
Replaces "refinement" with "optimization", focusing on making something as effective or functional as possible.
to be subject to additional tuning
Uses "tuning" instead of "refinement", implying a fine-adjustment process to optimize performance or characteristics.
to be fine-tuned
Simplifies the original phrase, using "fine-tuned" to convey the idea of making delicate adjustments for better performance.
to experience further modification
Employs "modification" to suggest alterations or changes made to improve the form or function.
to be further developed
Focuses on the "development" aspect, indicating that the subject needs more work to reach its full potential.
to be additionally tweaked
Utilizes "tweaked" to suggest small, specific adjustments made for improvement.
to see further improvement
Changes the structure to highlight the expectation of improvement through further work.
to need subsequent iteration
Uses "iteration" to highlight the need for repeated cycles of refinement and improvement.
FAQs
How can I use "to undergo additional refinement" in a sentence?
This phrase is often used when discussing processes, products, or ideas that require further development or fine-tuning. For example, "The software will "to undergo additional refinement" before its official release".
What are some alternatives to "to undergo additional refinement"?
You can use alternatives like "to receive further polishing", "to be subject to additional tuning", or "to experience further modification" depending on the specific nuance you want to convey.
Is it more appropriate to say "to undergo additional refinement" or "to be further refined"?
Both phrases are grammatically correct, but ""to undergo additional refinement"" emphasizes the process of refinement, while "to be further refined" focuses on the state of being refined. The choice depends on which aspect you want to highlight.
In what contexts is "to undergo additional refinement" most commonly used?
This phrase is frequently used in technical, scientific, and business contexts where processes or products are subject to continuous improvement. It suggests a formal or professional setting where precision and quality are important.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
77%
Authority and reliability
4.1/5
Expert rating
Real-world application tested