extensive computation

USAGE SUMMARY

The phrase "extensive computation" is correct and usable in written English.
It can be used in contexts where you are discussing complex calculations or processing tasks that require significant computational resources or time. Example: "The research project involved extensive computation to analyze the large dataset effectively."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

Engineers conducted extensive computation and experiments to conclude that the gouge, caused by a small piece of foam that fell off the external fuel tank during liftoff, does not pose a peril to the astronauts.

The New York Times - Science

This approach utilized extensive computation resources to improve the C-RAN system performance.

EURASIP Journal on Wireless Communications and Networking

However, the problems of nonlinear analyses are their numerical instability and extensive computation time.

Mechanism and Machine Theory

To show the effectiveness of the proposed method, extensive computation experiments are conducted.

Computers & Industrial Engineering

The main difficulty of discrete fracture approach is the need for extensive computation involved in reservoir scale flow simulation.

Journal of Petroleum Exploration and Production Technology

All the simulations were conducted with three-dimensional meshes and geometrical nonlinearity was considered, requiring extensive computation time.

International Journal of Adhesion and Adhesives

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

However, considering many models would require extensive computations, especially when computing the posterior predictive distributions.

BMC Cancer

This efficiency makes it possible to already obtain a first estimate of the sample composition, long before extensive computations on external servers or computer clusters may provide a more detailed picture of the community structure.

Bioinformatics

Françoise Ulam was one of a cadre of women "computers" who carried out laborious and extensive computations of thermonuclear scenarios on mechanical calculators, supplemented and confirmed by Everett's slide rule.

Wikipedia

Through extensive computations, they conjectured that c could perhaps be taken as small as 290.

The Guardian

"I did not envision such extensive computations since naive methods would be a million times slower".

Science Magazine

Expert writing Tips

Best practice

When using "extensive computation", specify the type of data or problem being computed to provide context and clarity. For example, "extensive computation of climate models" is more informative than just "extensive computation".

Common error

Avoid using "extensive computation" without indicating the purpose or context of the computation. Without specifics, the phrase can sound vague and lack impact.

Linguistic Context

The phrase "extensive computation" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes a process involving complex or large-scale calculations, as demonstrated by Ludwig's examples, such as "Engineers conducted extensive computation and experiments...".

Expression frequency: Common

Frequent in

Science

96%

News & Media

4%

Formal & Business

0%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "extensive computation" is a grammatically sound and commonly used noun phrase that describes complex or large-scale calculations, as confirmed by Ludwig. Predominantly found in scientific and technical contexts, it conveys the significant computational effort required for a task. While versatile, it is most effective when paired with specific details about the nature and purpose of the computation. Alternatives such as "large-scale computation" or "intensive calculation" offer nuanced variations, depending on the intended emphasis. Remember to provide context to avoid vagueness and ensure clarity in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

large-scale computation

Emphasizes the scale or size of the computation.

complex calculation

Highlights the complexity involved in the computation.

intensive calculation

Focuses on the high level of resources or effort required for the calculation.

substantial processing

Replaces 'computation' with 'processing', emphasizing the act of handling data.

detailed analysis

Suggests a thorough and comprehensive analytical process.

comprehensive simulation

Implies a complete and thorough simulation process.

in-depth computation

Similar to 'extensive', but emphasizes the level of detail.

thorough calculation

Emphasizes the completeness and accuracy of the calculation.

heavy processing

Highlights the significant amount of computational resources required.

high-powered computing

Emphasizes the advanced computational resources used.

FAQs

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

You can use "extensive computation" to describe complex calculations or processing tasks, such as, "The simulation required "extensive computation" to accurately model the system's behavior".

What are some alternatives to "extensive computation"?

Alternatives include "large-scale computation", "complex calculation", or "intensive calculation", depending on the specific nuance you want to convey.

Is "extensive computation" appropriate for formal writing?

Yes, "extensive computation" is suitable for formal writing, especially in scientific, technical, and academic contexts.

What's the difference between "extensive computation" and "intensive computation"?

"Extensive computation" emphasizes the scale or breadth of the calculation, while "intensive computation" highlights the depth or resource consumption of the process.