characterized based on

USAGE SUMMARY

The phrase "characterized based on" is correct and usable in written English.
It can be used when describing how something is defined or identified according to specific criteria or features. Example: "The species is characterized based on its unique coloration and habitat preferences."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Candidate technologies were identified and characterized based on performance factors.

Acta Astronautica

Proteoliposomes were characterized based on their vesicle size distribution using a Malvern Zeta-Sizer instrument (Malvern Instruments, Malvern, UK), and their lipid/protein quantification.

Nature

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

Nature

In total, eleven laptop computers were disassembled and characterized based on function, components, and materials.

Resources, Conservation and Recycling

Nanoparticles were characterized based on size, size distribution, morphology, biocompatibility and tumor cell uptake.

Journal of Controlled Release

The substrate specificity of these subsites was characterized based on their interactions with the inhibitor.

Biochimica et Biophysica Acta (BBA) - Protein Structure and Molecular Enzymology

Consequently corrosion depth and stability of those oxide layers were characterized based on the analyses.

Journal of Nuclear Materials

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

Journal of Sound and Vibration

Baseline Si electrodes were developed and characterized based on Si nanomaterials.

Journal of Power Sources

Therefore a fundamentally different concept for header design was identified and characterized, based on parametric analyses.

Applied Thermal Engineering

Furthermore, the reaction was characterized based on the Michaelis Menten model.

Applied Catalysis A: General

Expert writing Tips

Best practice

When using "characterized based on", ensure the criteria you're using for characterization are clearly defined and relevant to the subject.

Common error

Avoid embedding too many clauses within the sentence. If the criteria for characterization are extensive, consider breaking the information into multiple sentences for better readability.

Linguistic Context

The phrase "characterized based on" functions as a prepositional phrase indicating the criteria or basis used for defining or describing something. Ludwig AI confirms its grammatical correctness and frequent usage.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "characterized based on" is a grammatically correct and frequently used prepositional phrase, particularly in scientific contexts. Ludwig AI confirms its validity. It serves the purpose of specifying the criteria used to define or describe something. While highly suitable for formal and scientific writing, ensure clarity and avoid overly complex sentence structures. Alternatives like "defined in terms of" or "identified by means of" can be used to add variety. The analysis reveals its strength in conveying precise methodologies and assessment criteria.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

defined in terms of

This alternative highlights the use of specific parameters to establish the meaning or scope of something.

described according to

This phrase emphasizes the act of portraying or explaining something following a set of guidelines.

classified according to

This focuses on categorizing items based on shared attributes or standards.

attributed according to

This alternative focuses on ascribing qualities or features based on specific criteria.

identified by means of

This suggests a method or tool used to recognize or distinguish something.

assessed with regard to

This alternative highlights the evaluation process in respect to specific parameters.

evaluated with respect to

This phrase indicates an assessment or judgment made considering particular factors.

determined by considering

This phrase highlights the thoughtful consideration of factors in coming to a conclusion or judgment.

judged in light of

This suggests that an assessment is made based on the information or context available.

understood through the lens of

This implies using a specific perspective or framework to interpret something.

FAQs

How can I use "characterized based on" in a sentence?

Use "characterized based on" to describe how something is defined or identified by specific criteria. For example: "The compound was characterized based on its spectral data."

What can I say instead of "characterized based on"?

You can use alternatives like "defined in terms of", "identified by means of", or "classified according to" depending on the context.

Is there a difference between "characterized based on" and "characterized by"?

"Characterized by" describes inherent qualities, while "characterized based on" implies an assessment using specific criteria. For example: "The disease is characterized by fever" (inherent quality) vs. "The patient was characterized based on blood tests" (assessment using criteria).

When is it appropriate to use "characterized based on" in scientific writing?

It's appropriate when describing how data, observations, or measurements were used to define or understand a subject. For instance, "The protein structure was characterized based on X-ray diffraction data".