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
introduce refinements
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "introduce refinements" is correct and usable in written English.
You can use it when discussing improvements or enhancements to a process, product, or idea. Example: "In our next meeting, we will discuss how to introduce refinements to our current marketing strategy."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(4)
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
1 human-written examples
We expect that, by testing the in vivo activity of cdODN199, it will be possible to introduce refinements, including the addition or removal of certain PRE elements.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
For linearized elasticity problems, we introduce refinement levels and we assign refinement level 0 to every subdomain in the initial setting.
The New Critics, however, introduced refinements into the method.
Encyclopedias
Just a few days ago it implemented voice chat, while its Iron Banner 2.0 update introduced refinements to a competitive multiplayer mode that initially attracted criticism for poorly implemented level advantages.
News & Media
In this study we introduce two refinements for our candidate vaccines, with an eye towards enhancing efficacy and clinical applicability in the developing world.
Science
The main objective of this paper is to introduce certain refinements and alternative formulations, which enhance the applicability and availability of the intrinsic harmonic balancing technique.
Later sections introduce more refinements reflecting the problems of shift patterns and part-time working, and also the value of flexibility in visits rather than having to keep to a strict sequence.
In the second part, we want to introduce a refinement of the inequality ∥ x ∥ x ∥ − y ∥ y ∥ ∥ ⩽ 2 ∥ x − y ∥ ∥ x ∥ + ∥ y ∥ in 2-inner product spaces, which was done by Mercer [3] in inner product spaces.
In this review article, we introduce a refinement of traditional drug repositioning and repurposing strategies involving the development of drugs that are based on the active metabolite(s) of parental compounds with demonstrated efficacy.
Here, we introduce a refinement of the mutual information method that: 1) removes a significant, non-coevolutionary bias and 2) accounts for heteroscedasticity.
Science
In the following section, we introduce another refinement method based on a different dissimilarity measure between subtomograms.
Science
Expert writing Tips
Best practice
When discussing iterative processes, use "introduce refinements" to highlight gradual improvements made over time.
Common error
While "introduce refinements" is grammatically correct, it can sound overly formal in casual conversation. Opt for simpler alternatives like "make improvements" or "tweak" in informal settings.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "introduce refinements" functions as a verb phrase followed by a noun, indicating the action of making improvements or enhancements. Ludwig examples demonstrate its use in contexts where specific modifications are being implemented to enhance a process or product. As Ludwig AI confirms, the phrase is correct and usable in written English.
Frequent in
Science
65%
News & Media
15%
Encyclopedias
10%
Less common in
Formal & Business
5%
Wiki
3%
Reference
2%
Ludwig's WRAP-UP
In summary, "introduce refinements" is a grammatically correct phrase used to describe the process of making improvements, often subtle or nuanced, to a process, product, or idea. As Ludwig AI confirms, it's suitable for formal writing and is frequently found in scientific and academic contexts. While alternatives like "introduce improvements" or "bring refinements" can be used, "introduce refinements" specifically highlights detailed and specific modifications. It's crucial to consider the context and formality level when choosing this phrase, as it might sound overly formal in casual settings. Remember to use this phrase to indicate iterative and gradual improvements over time for best results.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
introduce improvements
Focuses on the general act of making something better.
bring refinements
Emphasizes the act of adding subtle improvements.
implement improvements
Highlights the act of putting changes into effect.
introduce enhancements
Stresses the addition of features that improve quality or value.
introduce alterations
Indicates the act of making changes or modifications.
introduce revisions
Implies a formal process of reviewing and making necessary changes.
introduce clarifications
Specifically aims at making something clearer or easier to understand.
introduce developments
Focuses on introducing new stages of advancement.
establish refinements
Emphasizes setting up or creating improvements in a more formal way.
introduce updates
Highlights bringing something up to date.
FAQs
How can I use "introduce refinements" in a sentence?
You can use "introduce refinements" to describe the process of making gradual improvements to a system, plan, or product. For example, "The engineering team plans to introduce refinements to the engine design next quarter."
What can I say instead of "introduce refinements"?
You can use alternatives like "introduce improvements", "bring refinements", or "implement improvements" depending on the specific context.
Is "introduce refinements" suitable for formal writing?
Yes, "introduce refinements" is well-suited for formal writing, particularly in academic, scientific, or business contexts where precision and detail are valued.
What's the difference between "introduce refinements" and "introduce improvements"?
While both phrases refer to making things better, "introduce refinements" often suggests more subtle or nuanced changes, whereas "introduce improvements" can refer to more significant or broad-scale changes.
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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested