computationally demanding

USAGE SUMMARY

"computationally demanding" is correct and can be used in written English.
You can use this phrase when describing a task or process that requires a significant amount of computing power, such as complex data analysis or a sophisticated programming problem. For example, "This project is computationally demanding, so we'll need to use a powerful computer to get the job done."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This procedure is however computationally demanding.

International Journal of Solids and Structures

Finding the roots of high degree polynomials is computationally demanding.

Journal of Computational Science

However, solving such programs online can be computationally demanding.

Automatica

Detailed simulation models are typically complex and computationally demanding.

Applied Energy

Real-space optimization of ALs tends to be computationally demanding.

Photonics and Nanostructures - Fundamentals and Applications

Memory formation, storage, and retrieval are computationally demanding tasks.

The Rewiring Brain A Computational Approach to Structural Plasticity in the Adult Brain

However, solving these type of models is computationally demanding.

Computers & Mathematics with Applications

These algorithms have a major downside; they are computationally demanding.

Journal of Petroleum Science and Engineering

Resampling methods, although computationally demanding, represent a conceptually simple alternative.

Computational Statistics & Data Analysis

Automated process synthesis can be a computationally demanding application.

Computer Aided Chemical Engineering

However, this method is too computationally demanding for the large clusters of the present study.

Nature

Expert writing Tips

Best practice

When describing a process as "computationally demanding", be specific about why it requires significant resources. For instance, mention the size of the dataset, the complexity of the algorithm, or the need for real-time processing.

Common error

Avoid using "computationally demanding" as a generic descriptor. Always provide context or specific details to justify why a task is computationally intensive. Saying something is "computationally demanding" without explaining why weakens the statement's impact.

Linguistic Context

The phrase "computationally demanding" functions as an adjective phrase, modifying a noun to describe something that requires substantial computational resources. Ludwig AI confirms its correct usage in a variety of contexts.

Expression frequency: Very common

Frequent in

Science

57%

Academia

19%

News & Media

8%

Less common in

Formal & Business

6%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computationally demanding" is a commonly used and grammatically sound adjective phrase used to describe tasks or processes requiring significant computing resources. Ludwig AI confirms its widespread use across scientific, academic, and technical fields. When using "computationally demanding", it's best practice to provide context and specifics about why the task requires considerable resources. Alternatives include "resource-intensive", "computationally intensive", and "processor-intensive", each offering a slightly different nuance. This phrase is particularly frequent in scientific and academic writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

demanding of computational power

Rephrases the original phrase to clarify what is being demanded.

computationally intensive

A more emphatic synonym, stressing the high degree of computation involved.

requires significant processing power

States directly that a lot of processing capability is needed.

computationally expensive

Emphasizes the cost (in time or resources) associated with the computation.

processor-intensive

Highlights the demand on the processor specifically.

computationally challenging

Shifts the focus to the difficulty rather than the resource usage.

heavy computational load

Describes the burden placed on the computational system.

resource-intensive

Focuses on the quantity of resources needed, not specifically computation.

high-performance computing required

Specifies that high-performance computing resources are necessary.

algorithmically complex

Highlights the intricacy of the underlying algorithms.

FAQs

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

You can say, "The simulation is "computationally demanding" due to the large number of variables involved", or "This task is "computationally demanding", requiring significant processing power".

What are some alternatives to "computationally demanding"?

Alternatives include "resource-intensive", "computationally intensive", or "processor-intensive". The best choice depends on the specific context.

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

Both are correct, but "computationally demanding" focuses on the resources required, while "computationally expensive" emphasizes the cost (time, money, or resources) associated with the computation.

What makes a task "computationally demanding"?

Tasks become "computationally demanding" when they require a large amount of processing power, memory, or time due to complex algorithms, large datasets, or the need for real-time analysis.