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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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are characterized based on

Grammar usage guide and real-world examples

USAGE 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

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.

Particle clusters are characterized based on particle size distribution (PSD) analysis and their thermal conductivity is calculated exclusively.

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.

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.

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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

BMC Cancer

The isolates were characterized based on antimicrobial resistance, Multiple-Locus Variable-number tandem-repeat Analysis (MLVA) and whole-genome sequencing (WGS).

Science & Research

Nature

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.

The prototype performance has been characterized based on the experimental results from three test setups.

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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.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Uncommon

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.

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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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: