real samples

USAGE SUMMARY

The phrase "real samples" is correct and usable in written English.
It can be used when referring to actual, tangible examples or instances of something, often in contrast to hypothetical or simulated examples. Example: "In our study, we analyzed real samples collected from the field to ensure the accuracy of our results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Finally, twenty real samples were analyzed.

Journal of Chromatography A

Practical applicability was demonstrated through the analysis of real samples.

Journal of Chromatography A

All the target analytes were found in real samples.

Journal of Chromatography A

In the determination of real samples, satisfactory results were achieved.

Sensors and Actuators B: Chemical

The optimisation was carried out using real samples.

Journal of Chromatography A

Moreover, it can be applied to real samples analysis.

Electrochimica Acta

This conclusion was confirmed by an analysis of real samples.

Heritage Science

However, this condition is generally violated in real samples.

Advanced Structural and Chemical Imaging

Reproducibility of real samples analysis is presented in Table 6.

Chemistry Central Journal

Researchers have studied the fluid dynamics of moulds and real samples of shark skin before.

BBC

I made them run almost 200 PCRs with water, interspersed with some real samples.

Science Magazine

Expert writing Tips

Best practice

When describing experimental methods, specify the origin and preparation of your "real samples" to ensure reproducibility.

Common error

Avoid using "real samples" when you mean samples that accurately reflect the overall population. "Real samples" simply means the samples are not simulated or artificial, but they may not be representative.

Linguistic Context

The phrase "real samples" functions primarily as a noun phrase, typically serving as the object of a verb or the complement of a preposition. It denotes actual, tangible specimens or instances used in analysis, experiments, or studies. As seen in the examples provided by Ludwig, the phrase is often used in scientific literature.

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, "real samples" is a common and grammatically correct noun phrase predominantly used in scientific and technical writing. According to Ludwig, it serves to distinguish actual, tangible specimens from simulated or hypothetical ones. While variations such as "genuine samples" and "authentic samples" offer nuanced meanings, the core purpose remains consistent: to emphasize the empirical basis of analysis and research. When using this phrase, ensure it accurately reflects your intent to describe samples that are not simulated and consider providing context about their origin and preparation for clarity and reproducibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

genuine samples

Focuses on the authenticity and lack of artificiality of the samples.

authentic samples

Emphasizes the samples being what they claim to be, not imitations.

actual samples

Highlights that the samples are factual and not theoretical.

practical samples

Stresses the samples' relevance to real-world applications and testing.

true samples

Highlights the veracity and correctness of the samples.

effective samples

Implies the samples are useful and successful for the intended purpose.

substantial samples

Suggests the samples are significant and representative of a larger whole.

serious samples

Emphasizes the samples are important and require careful consideration.

realistic samples

Highlights that samples are representative of real life scenarios.

concrete samples

Refers to tangible and physically existing samples, as opposed to abstract ideas.

FAQs

How are "real samples" used in research?

"Real samples" are used to validate theoretical models and simulations by providing empirical data from actual, non-simulated sources. They help ensure that research findings are applicable to real-world situations.

What are some examples of "real samples" in scientific experiments?

Examples of "real samples" include soil samples collected from a field, water samples taken from a river, blood samples from patients, and tissue samples from biopsies.

When should I use "genuine samples" instead of "real samples"?

Use "genuine samples" when you want to emphasize the authenticity and lack of artificiality of the samples, whereas "real samples" simply distinguishes them from simulated ones.

What's the difference between analyzing "real samples" and simulated data?

Analyzing "real samples" involves working with tangible materials collected from real-world environments, while simulated data is generated artificially. "Real samples" account for unpredictable variables and complexities that simulations may not capture.