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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
are characterized based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "are characterized based on" is correct and usable in written English.
It can be used when describing how certain subjects or items are defined or categorized according to specific criteria or characteristics. Example: "The species are characterized based on their unique physical traits and behaviors."
✓ Grammatically correct
Science
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
15 human-written examples
The aluminized flame conditions produced by this burner are characterized based on temperature and heat flux measurements.
Science
Particle clusters are characterized based on particle size distribution (PSD) analysis and their thermal conductivity is calculated exclusively.
Science
The fracture properties are characterized based on modified compliance method assuming quasi-brittle behavior of the composite.
The failure modes of the specimens are characterized based on the quantitative measurements of shape, type, and extent of damage on the FMLs' constituents.
Science
Wear and life expectancy of a nickel-electroplated monolayer of cubic boron nitride grinding wheels are characterized based on the wheel surface topological evolution, observed after grinding Inconel 718 super-alloys.
The model errors associated with eight well-known burst capacity models for corroded pipelines, namely B31G, B31G Modified, CPS, the CSA model, the DNV model, PCORRC, RSTRENG and SHELL92, are characterized based on a full-scale burst test database that consists of 150 data points collected from the literature for pipe specimens containing single isolated real corrosion defects.
Human-verified similar examples from authoritative sources
Similar Expressions
45 human-written examples
In addition to molecular characterization (p53, HER2), the cell lines were characterized based on cell growth characteristics including spheroid growth, migration potential, and anchorage independence.
Science
The isolates were characterized based on antimicrobial resistance, Multiple-Locus Variable-number tandem-repeat Analysis (MLVA) and whole-genome sequencing (WGS).
Science & Research
The substrate specificity of these subsites was characterized based on their interactions with the inhibitor.
Consequently corrosion depth and stability of those oxide layers were characterized based on the analyses.
Science
The prototype performance has been characterized based on the experimental results from three test setups.
Expert writing Tips
Best practice
When using "are characterized based on", ensure the criteria you are using for characterization are clearly defined and relevant to the subject being discussed.
Common error
Avoid using "are characterized based on" with overly simplistic or vague criteria. Instead, provide specific and detailed characteristics that offer meaningful insight.
Source & Trust
84%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "are characterized based on" functions as a passive construction used to describe how something is defined or classified. As Ludwig AI confirms, this phrase is grammatically correct and usable. It emphasizes the criteria that determine the characteristics of the subject.
Frequent in
Science
95%
Academia
3%
Formal & Business
2%
Less common in
News & Media
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "are characterized based on" is a grammatically correct and commonly used passive construction, primarily found in formal and scientific contexts. Ludwig AI confirms its validity and provides numerous examples demonstrating its usage. This phrase serves to objectively describe the criteria used for defining the characteristics of a subject. While "are characterized based on" is appropriate, consider alternatives like "are defined by" or "are identified by" for conciseness. Be sure to specify clear and relevant criteria when using this phrase to avoid oversimplification.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
are defined by
This alternative replaces "characterized based on" with a more direct and concise phrasing, focusing on the defining attributes.
are determined by
This alternative suggests that the characteristics are a result of certain factors, implying a cause-and-effect relationship.
are identified by
This alternative highlights the process of recognizing or distinguishing something based on specific features.
are classified according to
This alternative emphasizes the systematic categorization of items based on predefined criteria.
are distinguished by
This alternative focuses on the unique features that set something apart from others.
are assessed by
This alternative implies an evaluation or judgment based on certain standards.
are evaluated through
This alternative suggests that the characteristics are understood through a process of analysis.
are judged on the basis of
This alternative focuses on making a judgment or decision based on specified criteria.
hinge on
This alternative shifts the focus to the critical factors upon which something depends.
depend on
This alternative emphasizes that the nature of something relies on specific elements.
FAQs
How can I use "are characterized based on" in a sentence?
Use "are characterized based on" to specify the features or criteria used to define something. For example, "The isolates "were characterized based on" antimicrobial resistance, Multiple-Locus Variable-number tandem-repeat Analysis (MLVA) and whole-genome sequencing (WGS)."
What is a good alternative to "are characterized based on"?
Alternatives include phrases like "are defined by", "are identified by", or "are classified according to", depending on the nuance you want to convey.
Which is correct, "are characterized based on" or "are characterized by"?
Both phrases are grammatically correct. "Are characterized based on" emphasizes the criteria used for characterization, while "are characterized by" simply highlights the key attributes.
What does it mean to say something is "characterized based on" something else?
To say something is "characterized based on" something else means that its features, qualities, or nature are determined or understood in relation to that something else. It implies that the latter serves as the foundation or criteria for defining the former.
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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
4.3/5
Expert rating
Real-world application tested