validation experiment

USAGE SUMMARY

The phrase "validation experiment" is correct and usable in written English.
You can use it when referring to an experiment designed to confirm or verify the validity of a hypothesis, method, or model. Example: "The validation experiment was conducted to ensure that the new algorithm produced accurate results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

In the second step, the model is validated against a validation experiment and analyzed.

Journal of Chromatography A

Finally, validation experiment are presented.

Optics and Lasers in Engineering

Figure 16 Validation mode. Figure 17 Guided validation (experiment 1). Figure 18 Normal validation (experiment 2).

EURASIP Journal on Information Security

Fourthly, a validation experiment is performed.

Journal of Chromatography A

A reshaped workspace validation experiment was conducted.

Mechanism and Machine Theory

CCY developed the system, implemented and analyzed the validation experiment.

Visualization in Engineering

The current study is a practical and validation experiment.

Frontiers of Business Research in China

Validation experiment results were well agreed with predicted value.

Carbohydrate Polymers

The validation experiment results agreed with the predicted values.

Journal of Integrative Agriculture

Validation experiment results are presented for each sector.

Computer Methods and Programs in Biomedicine

The orientation of the containers was different, leading to worse multipath propagation during the validation experiment.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When designing a "validation experiment", clearly define the criteria for success and the metrics you will use to evaluate the results.

Common error

Ensure your "validation experiment" includes proper controls to isolate the variable being tested and accurately assess its impact. Without controls, it’s difficult to determine if the results are truly due to the factor you’re validating.

Linguistic Context

The phrase "validation experiment" functions as a noun phrase that typically serves as a subject or object within a sentence. It refers to a specific type of experiment designed to confirm the validity of a hypothesis, model, or method. This is supported by Ludwig's examples where the phrase is used to describe experimental procedures and results.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "validation experiment" is a common and grammatically correct noun phrase primarily used in scientific and technical fields. As Ludwig AI confirms, it refers to an experiment designed to confirm or verify the validity of a hypothesis, method, or model. Usage analysis reveals its high frequency in scientific contexts, with sources like the Journal of Chromatography A and Optics and Lasers in Engineering frequently employing the term. To enhance clarity and avoid repetition, alternatives such as "verification test" or "confirmation experiment" can be used. A key best practice is to ensure clearly defined success criteria in the experiment's design, while avoiding common errors like insufficient controls.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

verification test

Focuses on confirming that a product or system meets its specified requirements.

confirmation experiment

Highlights the act of confirming a hypothesis or result through experimentation.

model validation

Specifically refers to validating a model's performance and accuracy.

validation study

Emphasizes a comprehensive investigation to establish the validity of something.

procedure validation

Refers to the validation of a particular procedure and its effectiveness.

accuracy assessment

Specifically relates to evaluating how accurate a model or method is.

reliability testing

Concentrates on the consistency and dependability of a process or system.

efficacy trial

Used primarily in medical or pharmaceutical contexts to test the effectiveness of a treatment.

competency evaluation

Emphasizes the assessment of competence through experimentation or testing.

substantiation trial

Focuses on providing evidence to support or prove a claim through experimentation.

FAQs

How is a "validation experiment" used in scientific research?

In scientific research, a "validation experiment" is used to confirm the accuracy and reliability of a model, method, or set of results. It often involves comparing predicted outcomes with actual observed data to ensure the validity of the findings.

What's the difference between a "validation experiment" and a regular experiment?

While a regular experiment explores new hypotheses or phenomena, a "validation experiment" specifically aims to confirm or verify existing results or models. The goal is to assess whether a particular method or model performs as expected under controlled conditions.

What are some alternatives to calling something a "validation experiment"?

Depending on the context, you could use alternatives like "verification test", "confirmation experiment", or "validation study". The choice depends on the specific focus of the testing or confirmation process.

When is it appropriate to use a "validation experiment"?

A "validation experiment" is appropriate when you need to verify the performance or accuracy of a method, model, or system. This is particularly important in fields like science, engineering, and software development, where reliability is crucial.