extensive experimentation

USAGE SUMMARY

"extensive experimentation" is a grammatically correct phrase that is commonly used in written English.
It refers to a process of conducting thorough and extensive tests or trials in order to achieve a desired result. Here is an example of how it can be used in a sentence: "Before launching the new product, the company conducted extensive experimentation to ensure its effectiveness and safety for consumers."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The techniques are validated through extensive experimentation on the Internet.

Microprocessors and Microsystems

Often, picking the best solution requires extensive experimentation on interdependent parts.

Harvard Business Review

The design of these wedges has invariably been based on extensive experimentation.

Journal of Sound and Vibration

Achieving scalability required extensive experimentation with scheduling and synchronization methods to mitigate serialization.

Journal of Computational Physics

Extensive experimentation in networking testbeds will be used as a vehicle to illustrate the concepts.

Yale University

We evaluate the performance of the various architectures both analytically and through extensive experimentation.

Computers & Security

We carry up an extensive experimentation with 225 symmetrical instances to evaluate our procedures.

IFAC Proceedings Volumes

Extensive experimentation was required to optimize precision, interpolation order, interpolation mode, table sizes, and simulation quality.

Parallel Computing

Extensive experimentation shows a very small scatter of the estimated conductivity values.

International Journal of Heat and Mass Transfer

We evaluate our system through extensive experimentation against three different datasets.

Expert Systems with Applications

In particular, some guidelines of making effective use of computing resources are developed after extensive experimentation.

Simulation Modelling Practice and Theory

Expert writing Tips

Best practice

When using "extensive experimentation", ensure that the context clearly defines the variables, controls, and metrics used to evaluate the outcomes. This adds credibility to your findings.

Common error

Avoid using "extensive experimentation" if the testing was limited in scope or lacked sufficient rigor. It's better to accurately represent the scale of your work to maintain transparency and avoid misleading your audience.

Linguistic Context

The phrase "extensive experimentation" functions as a noun phrase, where the adjective "extensive" modifies the noun "experimentation". As confirmed by Ludwig AI, it is grammatically correct. This phrase typically acts as a subject or object within a sentence, describing the act of experimenting in a thorough manner. For example, "Extensive experimentation is key to scientific discovery."

Expression frequency: Very common

Frequent in

Science

67%

Academia

19%

News & Media

14%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "extensive experimentation" is a grammatically sound and frequently employed phrase, as confirmed by Ludwig. It denotes a thorough and broad-ranging approach to testing and investigation, as highlighted by numerous examples from scientific, academic, and news sources. While variations like "thorough testing" or "broad investigation" may suit specific contexts, "extensive experimentation" effectively conveys the rigor and comprehensiveness of the process. Employ this phrase when accuracy and detail are paramount, and avoid overstating the scope of testing. Its widespread use underscores its importance in various fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

thorough testing

Focuses on the meticulousness of the testing process rather than the breadth of experiments.

broad investigation

Emphasizes the wide scope of the inquiry, shifting from experimentation to a more general investigative approach.

in-depth analysis

Highlights the detailed nature of the analysis, rather than the volume of experiments.

comprehensive research

Stresses the completeness of the research efforts, potentially including non-experimental methods.

exhaustive trials

Implies a complete and thorough set of trials, potentially more formal than general experimentation.

wide-ranging studies

Indicates the breadth of the studies conducted, less focused on controlled experiments.

large-scale testing

Shifts focus to the size and scale of the testing efforts.

systematic investigation

Emphasizes the structured and methodical nature of the investigation.

rigorous examination

Highlights the strict and careful nature of the scrutiny applied.

detailed exploration

Focuses on the level of detail and the exploratory nature of the process.

FAQs

How can I use "extensive experimentation" in a sentence?

You can use "extensive experimentation" to describe a thorough and wide-ranging testing process. For example: "The new drug underwent "extensive experimentation" before being released to the public."

What are some alternatives to "extensive experimentation"?

Alternatives include "thorough testing", "broad investigation", or "in-depth analysis", depending on the context.

Is "extensive experimentation" a formal phrase?

"Extensive experimentation" is suitable for both formal and scientific writing. However, in more informal contexts, simpler terms like "lots of testing" might be preferred.

What does "extensive experimentation" imply about a study?

It implies that a study involved a significant amount of testing and data collection, aiming for comprehensive results and a deep understanding of the subject matter. It suggests more than just a few simple tests were conducted.