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
any further refinement
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "any further refinement" is correct and usable in written English.
It can be used when discussing the need for additional improvements or adjustments to something that has already been refined or developed. Example: "Before we finalize the project, we should consider any further refinement to enhance its effectiveness."
✓ Grammatically correct
Science
News & Media
Wiki
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
6 human-written examples
Any further refinement of those most at risk could reduce those costs.
News & Media
All predictions are based on state prior, state transition, and emission probabilities which are estimated directly from counts in the training data without any further refinement.
The reason to study such heuristics is due to the efficiency requirement in LBS, since construction heuristics [21] are efficient to find TSP without any further refinement.
Science
However, our FR-t5 prediction does not incorporate the results of other methods of same kind or perform any further refinement.
Science
When map quality could not be improved any further, refinement was carried out in REFMAC using TLS, secondary structure, jelly body, map sharpening and NCS restraints, with model building carried out in COOT.
Science
Complete any further refinement and customization.
Wiki
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
Four years ago, dealers introduced a further refinement of heroin known here as crack.
News & Media
It is a further refinement of this director's gifts for body horror and satire.
News & Media
This third version has a mostly different cast and is a further refinement.
News & Media
In a further refinement of the arcane contest, there is not one set of rules but 84.
News & Media
Our study suggests a further refinement.
Expert writing Tips
Best practice
Use "any further refinement" when you want to indicate that something already improved might still need more work to be perfect.
Common error
While grammatically correct, "any further refinement" can sound overly formal in casual conversation. Opt for simpler alternatives like "more tweaking" or "more work" in informal settings.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "any further refinement" functions as a noun phrase, typically used to indicate the need for additional improvement or modification to something that has already undergone some level of development. Ludwig AI confirms its correct usage.
Frequent in
Science
50%
News & Media
25%
Wiki
25%
Less common in
Formal & Business
0%
Encyclopedias
0%
Academia
0%
Ludwig's WRAP-UP
In summary, "any further refinement" is a grammatically correct noun phrase used to suggest the need for additional improvements or modifications. While deemed correct by Ludwig AI, its frequency is rare, primarily appearing in scientific and news contexts. For more casual communication, consider alternatives like "more tweaking". Employ "any further refinement" in professional or academic settings where precision and detailed language are valued. Remember that the term "refinements" (plural) is generally not used.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
additional improvement
Emphasizes adding to what already exists to make it better.
further modification
Highlights changes made to improve or alter something.
subsequent adjustment
Focuses on making changes that follow initial adjustments.
additional polishing
Implies refining something to a higher degree of excellence.
further honing
Suggests sharpening or perfecting something through continued effort.
any more fine-tuning
Highlights making small adjustments to optimize performance.
further optimization
Emphasizes making something as effective or functional as possible.
subsequent elaboration
Focuses on developing something in more detail after an initial development.
additional detailing
Suggests adding more specific information or features.
further enhancement
Highlights improving the quality or desirability of something.
FAQs
How can I use "any further refinement" in a sentence?
You can use "any further refinement" to suggest the need for additional improvements, as in "Before launching, consider if "any further refinement" is necessary to enhance its functionality."
What's a more casual way to say "any further refinement"?
In less formal settings, you might prefer phrases like "more tweaking", "further improvements", or "more work" instead of ""any further refinement"".
Is "any further refinements" grammatically correct?
No, the correct phrase is ""any further refinement"". "Refinement" is typically used as a non-count noun in this context.
When is it most appropriate to use the phrase "any further refinement"?
The phrase ""any further refinement"" is suitable in formal reports, academic papers, or professional communications where precision and a high level of detail are required.
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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested