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
has characterized well
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "has characterized well" is correct and usable in written English.
It can be used when describing how something has been effectively defined or depicted in a positive manner. Example: "The author has characterized well the complexities of human emotions in her latest novel."
✓ Grammatically correct
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 similar examples from authoritative sources
Similar Expressions
60 human-written examples
As presented in the results, our algorithm has characterized well-known and possible microbial interactions from time series microbiome data of infant gut samples (see Fig. 6).
Science
This has not yet been characterized well.
It has well characterized the enzymes that have carried out the methylation reaction [ 140].
Science
The backbone dynamic has been characterized as well.
Science
The role of Nfatc1 in osteoclastogenesis has been well characterized.
Science & Research
It has been well characterized that PKC-dependent phosphorylation of DAT regulates DA uptake velocity41,61,62.
Science & Research
Whereas germ plasm assembly has been well characterized, mechanisms mediating germ plasm inheritance are poorly understood.
Academia
Durotaxis, the ability of cells to detect and move along gradients in substrate stiffness31, has been well characterized in fibroblasts38.
Science & Research
Nicotine has been well characterized to improve memory and attention.
Academia
The RNA synthesis process has been well characterized.
Science
© The Author(s) 2014.Nicotine has been well characterized to improve memory and attention.
Academia
Expert writing Tips
Best practice
Use "has characterized well" when you want to emphasize that something has been depicted or described in a particularly effective or insightful manner.
Common error
Avoid using "has characterized well" in contexts where a more active and direct phrasing would be more impactful. For example, instead of "The topic has been characterized well by the author", consider "The author characterized the topic well."
Source & Trust
69%
Authority and reliability
3.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "has characterized well" functions as a verb phrase indicating the successful and effective depiction or description of something. Ludwig AI suggests it is grammatically correct, which aligns with its structure as a present perfect construction.
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
In summary, the phrase "has characterized well" is grammatically correct, as confirmed by Ludwig AI, but relatively uncommon in contemporary English. It functions to commend the quality and effectiveness of a depiction or description, lending itself to formal and scientific contexts. Consider using more frequent alternatives such as "has accurately depicted" or "has effectively portrayed" to improve clarity. Due to the lack of examples, it is difficult to precisely define where the phrase is more likely to be found, however it is still correct and usable.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
has accurately depicted
Emphasizes the precision and correctness of the depiction.
has effectively portrayed
Highlights the successful representation or illustration of something.
has skillfully described
Focuses on the talent and expertise in providing a description.
has thoroughly analyzed
Stresses the comprehensive and detailed nature of the analysis.
has comprehensively outlined
Highlights the completeness and structure of the outline provided.
has keenly observed
Emphasizes the sharp and perceptive nature of the observation.
has astutely assessed
Focuses on the shrewdness and intelligence in the assessment.
has insightfully interpreted
Highlights the depth and understanding in the interpretation.
has precisely defined
Emphasizes the accuracy and clarity of the definition.
has clearly elucidated
Focuses on the act of making something understandable and clear.
FAQs
How can I use "has characterized well" in a sentence?
You can use "has characterized well" to describe something that has been effectively depicted or described. For example, "The author has characterized well the protagonist's internal conflict."
What are some alternatives to "has characterized well"?
Alternatives include "has accurately depicted", "has effectively portrayed", or "has skillfully described", depending on the specific nuance you want to convey.
Is "has characterized well" grammatically correct?
Yes, "has characterized well" is grammatically correct, although it may sound slightly formal or less common than alternatives like "has described well" or "has characterized effectively".
What's the difference between "has characterized well" and "has effectively characterized"?
"Has characterized well" emphasizes the quality of the characterization, while "has effectively characterized" focuses on the impact or result of the characterization. The choice depends on which aspect you want to highlight.
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
69%
Authority and reliability
3.5/5
Expert rating
Real-world application tested