experimental validation of model

USAGE SUMMARY

The phrase "experimental validation of model" is correct and usable in written English.
It can be used in contexts related to scientific research, engineering, or any field where models are tested against experimental data to confirm their accuracy. Example: "The researchers conducted an experimental validation of the model to ensure its predictions were reliable."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Of course, the experimental validation of model predictions would be a subject of follow up research.

BMC Systems Biology

Clinical and experimental validation of model predictions of relapsed tumor composition over time and recurrence timing are important for correct calibration and refinement of our model.

Evolutionary Applications

In addition, experimental tools that allow the collection of quantitative kinetic data for these processes at the single-cell level and which are required both for model parameterisation and for experimental validation of model predictions have not yet been developed.

Cell Death and Disease

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The PIRT can then be used as a tool to identify and evaluate the need for experimental validation of models that have the potential to reduce risk.

Nuclear Engineering and Design

Here, we uncover the minimal regulatory network that can ensure female-specific and mono-alleleic upregulation of Xist, by combining mathematical modeling and experimental validation of central model predictions.

Nature

Response: We understand the reviewer's concern about the experimental validation of our model, but also its noteworthy to mention here that we have developed this model on experimentally proven dataset and evaluated using well-established computational cross-validation approaches.

Biology Direct

In this paper, using the mass change method, a basic mathematical model for predicting the natural frequency change resulting from structural change was presented followed by an experimental validation of the model.

International Journal of Machine Tools and Manufacture

The experimental validation of the model under steady-state and transient conditions in both heating and cooling modes confirms the good performance of the model.

Applied Thermal Engineering

A fuel cell test stand is designed and built to facilitate experimental validation of the model.

Renewable Energy

Field measurements have been carried out to provide experimental validation of the model.

Journal of Sound and Vibration

Further the experimental validation of the model developed earlier has been carried out for design and climatic parameters.

Desalination

Expert writing Tips

Best practice

When using "experimental validation of model", clearly specify the experimental methods used to validate the model for transparency and reproducibility.

Common error

Avoid claiming a model is 'completely validated' based on limited experimental data. Instead, acknowledge the scope and limitations of the validation process.

Linguistic Context

The phrase "experimental validation of model" functions as a noun phrase, typically serving as the subject or object in a sentence. According to Ludwig AI, it is used to describe a scientific process.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "experimental validation of model" is a noun phrase used to describe the crucial process of confirming a model's accuracy through experimentation. Ludwig AI confirms its correct usage, primarily in scientific contexts. While relatively uncommon, it's essential for ensuring the reliability of models in various fields. Alternatives like "empirical verification of model" offer similar meanings. Remember to specify experimental methods and avoid overstating validation results for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

empirical verification of model

Replaces "experimental validation" with "empirical verification", emphasizing data-driven confirmation.

experimental confirmation of model

Substitutes "validation" with "confirmation", highlighting the act of proving the model's accuracy.

model's experimental verification

Rearranges the phrase to emphasize the model as the subject of verification.

experimental assessment of model

Replaces "validation" with "assessment", suggesting a more general evaluation of the model.

model's empirical validation

Switches the order and uses "empirical" instead of "experimental", stressing the reliance on observational data.

testing the model experimentally

Uses a verb-focused structure to emphasize the action of testing.

model's validation through experiment

Specifies that validation is achieved through experimentation.

verifying the model experimentally

Emphasizes the act of verifying through experimental methods.

model calibration and experimental testing

Broadens the scope to include calibration alongside experimental testing.

substantiating the model with experiments

Replaces validation with a stronger term, "substantiating", suggesting firm proof.

FAQs

What does "experimental validation of model" mean?

It refers to the process of testing a model's predictions against real-world experimental data to confirm its accuracy and reliability.

Why is "experimental validation of model" important?

It ensures that theoretical models are grounded in empirical evidence, increasing confidence in their predictive capabilities and practical applications.

What are some alternatives to "experimental validation of model"?

You can use phrases like "empirical verification of model", "experimental confirmation of model", or "model's experimental verification" depending on the context.

How does "experimental validation of model" differ from theoretical validation?

Experimental validation relies on comparing model predictions to actual experimental results, while theoretical validation focuses on assessing the model's internal consistency and adherence to established principles.