computationally intensive

USAGE SUMMARY

"computationally intensive" is correct and usable in written English.
You can use it whenever you need to describe a task or process that requires a great deal of computing power to complete. For example, "The process of 3D rendering is computationally intensive but worth the effort."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

So the entire process is computationally intensive.

MIT Technology Review

"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

These are identical, automatic, repetitive and computationally intensive tasks.

The Economist

Expert writing Tips

Best practice

When describing processes, quantify the computational intensity if possible. For example, specify the time taken for computation or the hardware requirements. This makes your description more concrete and impactful.

Common error

While "computationally intensive" is accurate, avoid using it repeatedly in the same piece of writing. Vary your language by using alternatives like "resource-intensive", "demanding", or descriptions specifying the need for significant processing power.

Linguistic Context

The phrase "computationally intensive" functions as an adjective describing a process, task, or algorithm. It indicates that the subject requires a significant amount of computing resources, such as processing power or memory, to be executed effectively. Ludwig confirms that this phrase is suitable for use in writing.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

33%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computationally intensive" is a grammatically correct and frequently used adjective phrase that describes processes demanding significant computing resources. Ludwig AI confirms its validity for use in written English. The phrase is most common in scientific, news, and academic contexts. When using "computationally intensive", consider quantifying the intensity and avoid overuse by employing synonyms such as "resource-intensive computation" or "computationally demanding". Keep in mind that "computationally intensive" focuses on resource demand, whereas "computationally expensive" highlights the cost involved.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally demanding

Replaces "intensive" with "demanding", maintaining the core meaning of requiring significant computational resources.

calculation-intensive

Replaces "computation" with "calculation", keeping the adjective "intensive".

resource-intensive computation

Reorders the words and uses "resource-intensive" to emphasize the use of resources in computation.

high computational load

Focuses on the "load" aspect, indicating a large amount of computation is required.

computationally heavy

Uses "heavy" as a synonym for "intensive", suggesting a large computational burden.

processor-intensive

Specifies that the process demands a lot from the processor.

requires significant processing power

Explains the meaning of the original phrase by specifying the requirement for processing power.

computationally exorbitant

Emphasizes the high cost, in terms of computation, of a task.

algorithmically complex

Focuses on the complexity of the algorithm, which leads to high computational demand.

demands substantial computing resources

Highlights the need for considerable computing resources to accomplish the task.

FAQs

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

You can use "computationally intensive" to describe tasks or processes that require significant computing power. For example, "Machine learning model training is a "computationally intensive" task."

What are some alternatives to "computationally intensive"?

Alternatives include "resource-intensive computation", "computationally demanding", or "requires significant processing power". The best choice depends on the specific context.

Is it better to say "computationally intensive" or "computationally expensive"?

"Computationally intensive" refers to the amount of computing resources needed, while "computationally expensive" implies a higher cost, which may be monetary or in terms of time. The choice depends on what you want to emphasize.

What makes a process "computationally intensive"?

A process is "computationally intensive" when it requires a large number of operations or large amounts of data processing, often necessitating powerful hardware and significant time to complete.