Computationally intensive

USAGE SUMMARY

"computationally intensive" is a correct and usable phrase in written English.
It is commonly used to describe tasks, processes, or programs that require a lot of computational power or resources. Example: The new software update is computationally intensive and may slow down your computer's performance.

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

So the entire process is computationally intensive.

MIT Technology Review

In addition, genetic programming is computationally intensive.

Encyclopedia Britannica

"It's an incredibly computationally intensive process," says Cronin.

MIT Technology Review

Clearly, this is a time-consuming and computationally intensive task.

MIT Technology Review

However, such simulations are very computationally intensive.

Journal of Computational Physics

This is even more computationally intensive but promises information that is more useful on the ground.

The Guardian

There's no roadmap for ARM chips to beat Intel in these computationally intensive areas.

The Guardian - Tech

Unfortunately, type-2 FLCs are computationally intensive.

ISA Transactions

All these methods are computationally intensive.

Journal of Statistical Planning and Inference

Unfortunately, software for BPS is computationally intensive.

Applied Energy

But the complexity of such models makes them computationally intensive.

Massachusetts Institute of Technology

Expert writing Tips

Best practice

When describing a process or task, use "computationally intensive" to clearly convey that it requires significant processing power and time, helping the audience understand potential limitations or resource needs.

Common error

Avoid using "computationally intensive" when describing tasks that are only moderately demanding. Ensure the term accurately reflects the actual computational burden to maintain credibility.

Linguistic Context

The phrase "computationally intensive" functions primarily as an adjective phrase, modifying nouns to describe processes, tasks, or algorithms that demand substantial computational resources. Ludwig confirms its correct usage in various contexts.

Expression frequency: Very common

Frequent in

Science

69%

News & Media

25%

Formal & Business

6%

Less common in

Encyclopedias

1%

Wiki

1%

Social Media

0%

Ludwig's WRAP-UP

In summary, "computationally intensive" is a grammatically sound and frequently used adjective phrase that describes tasks requiring significant computational resources. As Ludwig AI confirms, it's common in scientific and technical contexts, conveying the complexity and demands of processes like simulations and data analysis. When using the term, ensure it accurately reflects the computational burden to maintain clarity and credibility. Alternative phrases such as ""resource-intensive"" or ""computationally demanding"" may be suitable depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally demanding

Highlights the high demand for computational resources.

requiring substantial processing power

Directly states the need for significant processing capabilities.

computationally expensive

Highlights the cost, in terms of resources, associated with the computation.

processor-intensive

Specifies the high demand on the processor.

resource-intensive

Focuses on the amount of resources, not specifically computational, required.

numerically intensive

Highlights the intensive numerical computations involved.

calculation-heavy

Emphasizes the large amount of calculations involved.

algorithmically complex

Focuses on the complexity of the algorithm used.

complex algorithmic workload

Describes the type of work being done in more technical terms.

high-performance computing requirement

Emphasizes the need for high-performance computing infrastructure.

FAQs

How can I use "computationally intensive" in a sentence?

You can use "computationally intensive" to describe tasks or processes that require significant processing power. For example: "The simulation is "computationally intensive" and takes several hours to complete."

What are some alternatives to "computationally intensive"?

Alternatives include "resource-intensive", "computationally demanding", or "processor-intensive", depending on the specific context.

What makes a task "computationally intensive"?

A task is "computationally intensive" when it requires a large amount of processing power, memory, and time to complete due to the complexity of the algorithms or the size of the data being processed.

In what fields is the term "computationally intensive" commonly used?

The term "computationally intensive" is frequently used in fields such as computer science, engineering, physics, data science, and finance to describe complex simulations, data analysis, and modeling tasks.