be computationally challenging when

USAGE SUMMARY

The phrase "be computationally challenging when" is correct and usable in written English.
It can be used when discussing situations or conditions that make a problem or task difficult to solve using computational methods. Example: "The algorithm tends to be computationally challenging when the dataset is large and unstructured."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Determining the best possible trade-offs between conflicting aerodynamic objectives can be computationally challenging when carried out directly at the level of high-fidelity computational fluid dynamics simulations.

Aerospace Science and Technology

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

This method, however, requires a large number of bootstrap resampling to evaluate the significance level of the difference between groups, which can be computationally challenging especially when a large number of genes are tested.

BMC Medical Genomics

This problem is computationally challenging, even under quite restrictive assumptions.

Artificial Intelligence

However, a centralized approach to solve this problem is computationally challenging task.

Electric Power Systems Research

It is computationally challenging and is not feasible on desktop computers.

Computers & Geosciences

Modelling protein flexibility and plasticity is computationally challenging but important for understanding the function of biological systems.

Chemistry Central Journal

Simulation of the cochlea is computationally challenging due to its complex geometry, intricate construction and small physical size.

Journal of Computational Physics

Detailed stress analyses of complicated engineering composite structures are computationally challenging due to the complexities of the microstructure.

Computational Materials Science

However, CPM is computationally challenging, mainly due to the large number of pattern instances hidden in spatial data.

Expert Systems with Applications

This is computationally challenging due to the sheer size of point cloud data for an entire building.

Journal of Building Engineering

However, image reconstruction often requires solving an ill-posed inverse problem that is computationally challenging and sensitive to measurement uncertainty.

Artificial Intelligence in Medicine

Expert writing Tips

Best practice

When describing computational tasks, use "be computationally challenging when" to highlight specific conditions that increase the difficulty. Providing context helps clarify why a task is complex. For example: "Analyzing large datasets can "be computationally challenging when" memory resources are limited".

Common error

Avoid using "be computationally challenging when" without specifying the conditions. Saying something is generally computationally challenging isn't as useful as explaining why it's challenging. For example, instead of: "This problem is computationally challenging", try: "This problem "is computationally challenging when" dealing with real-time constraints".

Linguistic Context

The phrase "be computationally challenging when" functions as a qualifying clause, indicating the specific conditions under which a computational task becomes difficult. It modifies a statement by adding a conditional element that affects the overall complexity, as illustrated by Ludwig AI's examples.

Expression frequency: Rare

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "be computationally challenging when" is a grammatically sound and context-specific way to describe computational difficulties under certain conditions. As Ludwig AI confirms, it's most commonly found in scientific literature, making it a formal expression. To enhance clarity, specify the conditions that make computation challenging, rather than generalizing. Alternatives include phrases like "be difficult to compute when" or "pose computational difficulties when", though these may slightly alter the nuance. Avoid using it without providing specific context to ensure effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

be difficult to compute when

Simplifies "computationally challenging" to "difficult to compute".

pose computational difficulties when

Replaces "challenging" with "difficulties".

be computationally expensive when

Focuses on computational cost as a measure of difficulty.

become computationally demanding given specific conditions

Substitutes "challenging" with "demanding" and "when" with "given specific conditions".

pose significant computational hurdles under certain circumstances

Replaces "challenging" with "hurdles" and uses more formal language like "circumstances".

prove computationally intensive in certain cases

Uses "intensive" instead of "challenging" and "in certain cases" instead of "when".

present computational complexities under particular situations

Replaces "challenging" with "complexities" and "when" with "under particular situations".

be computationally problematic under some conditions

Uses "problematic" as a synonym for "challenging".

require significant computational resources when

Emphasizes the resource demand aspect of the challenge.

become computationally unwieldy under certain conditions

Uses "unwieldy" to describe the computational difficulty and "under certain conditions" instead of "when".

FAQs

How can I rephrase "be computationally challenging when"?

Alternatives include "be difficult to compute when", "pose computational difficulties when", or "become computationally demanding given specific conditions", depending on the desired level of formality and emphasis.

What makes a task "be computationally challenging when"?

Computational challenges often arise "when dealing with" large datasets, complex algorithms, real-time constraints, or limited hardware resources. The specific reasons depend on the nature of the problem.

Is "be computationally challenging when" formal or informal?

The phrase "be computationally challenging when" is suitable for formal and scientific writing. Simpler alternatives like "be difficult to compute when" may be appropriate for less formal contexts.

What is the best way to use "be computationally challenging when" in a sentence?

The best way to use "be computationally challenging when" is to clearly state the condition that leads to the computational challenge. For example: "Simulation of complex systems "is computationally challenging when" high levels of accuracy are required".