computational demanding

USAGE SUMMARY

The phrase 'computational demanding' is correct and usable in written English.
This phrase can be used to describe any task which requires a great deal of computational power or resources. For example, "This research project is computationally demanding due to the amount of data it must process."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

The less computational demanding tasks, e.g., error computation and simple vectorized operations, are assigned to the CPU.

Electric Power Systems Research

We show the computational complexity7 in relative terms with respect to the most computational demanding solution.

EURASIP Journal on Wireless Communications and Networking

Such a condition cannot be easily verified because it results computational demanding [10, 11].

EURASIP Journal on Wireless Communications and Networking

SAD-based algorithms work well enough to fulfill our goal and are less computational demanding.

EURASIP Journal on Image and Video Processing

Then, a factor that causes the numerical difficulties is optimized by quantifying trade-off between the state constraints violation and computational demanding.

IFAC-PapersOnLine

Hybrid models, where ions are particles and electrons a fluid, are less computational demanding that full PIC models and are suitable for studying processes of size comparable to the ion inertial length and gyro radius.

Earth, Planets and Space

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

Thus, with its user-friendly interface GRIMP gives access to distributed computing to primarily biomedical researchers with or without experience, but with extreme computational demands.

Bioinformatics

These algorithms, however, impose major computational demands.

Journal of Structural Biology

That results in higher computational demands of these methods [17].

Journal of Cheminformatics

However, this algorithm has a high computational demand.

IPSJ Transactions on Computer Vision and Applications

The computational demand of the proposed approximate maximum likelihood (AML) estimators is investigated and compared to the computational demand of the maximum likelihood (ML) estimators without approximation.

Measurement

Expert writing Tips

Best practice

When describing tasks, processes, or algorithms, use "computational demanding" to indicate a significant need for processing power, memory, or other computational resources. Ensure the context clearly implies the demand is related to computation.

Common error

Avoid using "computational demanding" when referring to tasks that are merely time-consuming or require human effort, rather than significant computer processing power. Ensure the demand truly stems from computational complexity.

Linguistic Context

The phrase "computational demanding" functions as an adjective phrase modifying a noun, describing something that requires significant computing resources. Ludwig AI indicates this phrase is grammatically correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "computational demanding" accurately describes tasks requiring significant computing resources. Ludwig AI confirms its correctness and usability, primarily within scientific and technical contexts. Alternative phrases such as "computationally intensive" or "resource-intensive computation" offer similar meanings, while understanding the specific nuances of computational demands remains crucial for effective communication. When using this phrase, ensure the context clearly relates to computational effort, avoiding confusion with general time consumption or human effort.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally intensive

Replaces "demanding" with "intensive", focusing on the high level of computation required.

demanding on computational resources

Rephrases to emphasize the demand placed on computational resources.

computationally expensive

Emphasizes the cost, in terms of resources or time, associated with the computation.

resource-intensive computation

Highlights the heavy use of resources needed for the computation.

high computational load

Focuses on the burden placed on the computing system.

heavy computational lifting

Uses a more figurative expression to describe the significant computation involved.

processor-intensive

Specifies that the task heavily utilizes the processor.

computationally burdensome

Highlights the difficult or troublesome aspect of the computation.

complex computation

Emphasizes the complexity of the computation involved.

algorithmically complex

Highlights the complexity of the algorithm used in the computation.

FAQs

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

You can use "computational demanding" to describe tasks that require significant computing resources. For example, "Machine learning models are often "computational demanding" due to the large datasets they process".

What is a good alternative to "computational demanding"?

Alternatives include "computationally intensive", "computationally expensive", or "resource-intensive computation", depending on the specific aspect you want to emphasize.

Is "computational demanding" the same as "computationally complex"?

While related, they are not identical. "Computational demanding" refers to the resources needed, while "computationally complex" refers to the intricacy of the calculations. A process can be "computational demanding" without being particularly complex, and vice versa.

Which tasks are typically considered "computational demanding"?

Tasks like simulations, machine learning, large-scale data analysis, and video rendering are often "computational demanding" due to the extensive calculations and data processing involved.