be computationally efficient when

USAGE SUMMARY

The phrase "be computationally efficient when" is correct and usable in written English.
You can use it when discussing the performance or resource usage of algorithms or processes in computing. Example: "The algorithm must be computationally efficient when processing large datasets to ensure quick results."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The developed estimation algorithm shows to be computationally efficient when applied in the context of large antenna arrays.

EURASIP Journal on Advances in Signal Processing

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In the literature of FDA, there are recent methods that search for such outliers; however we have found that many of them are not able to distinguish between different types of outliers, nor are computationally efficient when dealing with a large number of observations (see supplementary material).

Nature

Second, the prior takes on a factorable form that is computationally efficient when learning dynamic regulatory networks.

Duke University

Permutation tests are the gold standard for identifying appropriate significance thresholds, and are computationally efficient when optimized solutions exist for a particular statistical test.

BMC Genomics

Further, such techniques must be computationally efficient, especially when they are used to evaluate many micro-architectures in a design space exploration framework.

University of California, Berkeley

Synthetic case studies have shown the ME-based approach to be computationally efficient and accurate when compared to MC-based results.

Journal of Hydrology

Third, it should be computationally efficient in order to cope with large ChIP-Seq datasets.

Plosone

If any data points are added, removed, or modified, B-splines can be computationally efficient.

BioMed Research International

Pattern mining approaches have been tuned during the last decades to be computationally efficient.

Algorithms for Molecular Biology

It is computationally efficient, particularly when the number of the non-linear elements is small.

Journal of Sound and Vibration

In the method, the state of the system is determined by solving a number of decoupled problems and, as a result, implementation of the method is computationally efficient even when the dimension of the system is large.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When describing algorithms or systems, clearly specify the conditions under which they "be computationally efficient when" to provide context and set expectations.

Common error

Avoid stating that an algorithm is always computationally efficient. Instead, specify the conditions or types of data for which the efficiency holds true, as performance often varies with input size or structure.

Linguistic Context

The phrase "be computationally efficient when" functions as an adjectival phrase modifying a subject (usually an algorithm, method, or system). It describes a conditional attribute, stating that the subject possesses computational efficiency under certain circumstances. Ludwig AI confirms its correct usage.

Expression frequency: Rare

Frequent in

Science

66%

Academia

34%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "be computationally efficient when" is used to describe the conditional efficiency of algorithms or processes, commonly appearing in scientific and academic literature. It emphasizes that efficiency is not absolute but dependent on specific conditions. Ludwig AI validates that this phrase is grammatically correct and usable. Related phrases offer alternative ways to express similar concepts, focusing on aspects like performance maintenance or resource optimization. Usage tips advise being specific about the conditions influencing efficiency to avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

achieve computational efficiency under conditions

Replaces "be" with "achieve" and restructures the sentence to emphasize the achievement of efficiency in specific conditions.

maintain computational performance when

Shifts the focus to maintaining performance rather than just being efficient, implying a sustained level of computational capability.

operate with high computational throughput when

Emphasizes the rate of processing (throughput) while maintaining computational efficiency under certain circumstances.

exhibit efficient computation under circumstances

Replaces "be" with "exhibit" to highlight the demonstration of computational efficiency in particular situations.

optimize computational resources when

Focuses on optimizing resources to enhance efficiency, suggesting a more active management of computational assets.

ensure efficient processing when

Highlights the assurance of efficient data processing, indicating a guaranteed level of performance.

enable rapid computation if

Uses "enable" to convey the facilitation of quick computation, shifting the focus from a state of being to a capability.

facilitate efficient calculation when

Replaces "be" with "facilitate" to emphasize the ease and support for efficient calculations.

allow for efficient computation if

Focuses on enabling efficient computation, suggesting that the conditions permit efficiency.

promote computational speed when

Shifts the emphasis to promoting speed in computation, implying an active enhancement of processing velocity under specific circumstances.

FAQs

How can I use "be computationally efficient when" in a sentence?

Use "be computationally efficient when" to describe scenarios where a process or algorithm performs optimally under specific conditions. For example: "The algorithm will "be computationally efficient when" dealing with sorted data".

What does it mean for an algorithm to "be computationally efficient when"?

It means the algorithm uses fewer computational resources (time, memory) when certain conditions are met, making it faster and more practical for large-scale applications.

What are some alternatives to "be computationally efficient when"?

You can use phrases like "achieve computational efficiency under conditions", "maintain computational performance when", or "operate with high computational throughput when depending on the specific nuance you want to convey.

Why is it important for algorithms to "be computationally efficient when" processing large datasets?

Computational efficiency is crucial because it determines whether the algorithm can complete the task in a reasonable time and with manageable resources. Without it, processing large datasets might become impractical or even impossible.