extensively validated

USAGE SUMMARY

The phrase "extensively validated" is correct and usable in written English.
You can use it when referring to something that has been thoroughly tested and confirmed to be accurate or effective, often in a scientific or technical context. Example: "The results of the study are based on extensively validated methods, ensuring their reliability and accuracy."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Models were developed using genetic function approximation technique and were extensively validated employing different validation statistics.

Chemical Engineering Science

This controller has been extensively validated in nonlinear simulations.

IFAC Proceedings Volumes

The model was extensively validated using protein structure checking tools.

Bioorganic & Medicinal Chemistry

The multiscale model is extensively validated against baseline models.

International Journal of Solids and Structures

The GBI has been extensively validated and possesses good psychometric properties (Depue et al. 1981 , 1989.

International Journal of Bipolar Disorders

The proposed adaptively deformed mesh based interface method is extensively validated by many numerical experiments.

Journal of Computational Physics

The numerical results were extensively validated with experimental data available in the literature.

Chemical Engineering Science

The new scheme is extensively validated for various test cases and its convergence is assessed.

Journal of Computational Physics

The proposed Laplace Beltrami flow based persistent homology method is extensively validated.

Journal of Computational Physics

Portability and modularity are properties of component-based systems that have been extensively validated.

Science of Computer Programming

The methods of the study are extensively validated against previously published results.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When describing research or methodologies, use "extensively validated" to assure your audience of the reliability and accuracy of the methods or results. This phrase signals that a thorough and rigorous validation process has been conducted.

Common error

Avoid using "extensively validated" if the validation process was limited or incomplete. Ensure that you can provide evidence or references to support the claim of extensive validation, as unsupported claims can damage credibility.

Linguistic Context

The phrase "extensively validated" functions as a postpositive adjective, modifying a noun to indicate that it has undergone a thorough and comprehensive validation process. This is supported by Ludwig AI, which confirms its correct usage in numerous scientific and technical contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "extensively validated" is a common and grammatically correct term, primarily used in scientific and technical contexts to indicate that a method, model, or result has been thoroughly tested and verified. According to Ludwig AI, it effectively conveys reliability and accuracy. While alternatives like "thoroughly verified" or "rigorously tested" exist, "extensively validated" is particularly useful when emphasizing the breadth and depth of the validation process. When using this phrase, ensure that you have evidence to support the claim, as overstating validation without proper justification can undermine your credibility. The frequency analysis reveals its prevalence in scientific publications, underscoring its formal and technical nature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

thoroughly verified

Changes the adjective and verb to convey the same meaning of a complete verification.

rigorously tested

Focuses on the testing aspect, implying a strict and comprehensive evaluation.

comprehensively assessed

Highlights the assessment process, suggesting a broad and inclusive evaluation.

broadly confirmed

Emphasizes the confirmation aspect across a wide range of conditions or scenarios.

widely substantiated

Indicates that the claim or finding has been supported by numerous sources or pieces of evidence.

amply demonstrated

Highlights the demonstration of validity through clear and sufficient evidence.

carefully checked

Implies a meticulous and detailed examination to ensure accuracy and reliability.

subjected to intense scrutiny

Focuses on the critical examination and evaluation that the subject has undergone.

experimentally verified

Specific to experimental contexts, indicating that the validation was achieved through experiments.

officially endorsed

Suggests validation by an authority or official body, implying a formal approval.

FAQs

How can I use "extensively validated" in a sentence?

You can use "extensively validated" to describe methods, models, or tools that have undergone thorough testing and verification. For example, "The model was "extensively validated" using various datasets".

What are some alternatives to saying "extensively validated"?

Alternatives include "thoroughly verified", "rigorously tested", or "comprehensively assessed", depending on the specific context and the aspect you want to emphasize.

Is it appropriate to use "extensively validated" in non-scientific contexts?

While "extensively validated" is most common in scientific and technical writing, it can be used in other contexts where you want to emphasize that something has been thoroughly checked and proven reliable. However, ensure that the level of formality is appropriate for your audience.

What does it mean for a method to be "extensively validated"?

When a method is "extensively validated", it means that it has undergone a rigorous and thorough process of testing and verification to ensure its accuracy, reliability, and effectiveness. This often involves using multiple datasets, comparing results with other methods, and assessing its performance under various conditions.