computationally time consuming

USAGE SUMMARY

The phrase "computationally time consuming" is correct and usable in written English.
It can be used when discussing tasks or processes that require significant computational resources and time to complete. Example: "The algorithm is computationally time consuming, making it less suitable for real-time applications."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

Since LES turbulence models are computationally time consuming when applied to real geometries, RANS models are still widely used.

Journal of Wind Engineering and Industrial Aerodynamics

It has been a great challenge for many scientists and engineers to compute elastic plastic solutions for dynamically loaded cracked structures due to the fact that the solutions are much more complicated and computationally time consuming than corresponding static problems.

Finite Elements in Analysis and Design

Iterative reconstruction methods, although computationally time consuming, allow proper correction for the degrading effects.

Duke University

Whereas generating the histogram is computationally time consuming, Eqs.

Biomedical Optics Express

GSEAlm is computationally time consuming, so only 100 datasets were simulated for each scenario for each design.

Bioinformatics

It is a computationally time consuming process to perform event extraction on such a large collection of documents.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

Many heuristic attribute reduction algorithms have been proposed however, quite often, these methods are computationally time-consuming.

Artificial Intelligence

To address this issue, many feature selection algorithms have been proposed, however, these algorithms are often computationally time-consuming.

Pattern Recognition

However, an optimisation of the heat and fluid flows in these systems, based on discretised models, can be computationally time-consuming and sometimes infeasible.

Applied Energy

The number of computationally time-consuming calls of the simulation is kept low by analytically calculating estimates of gradients from a simplified material deposition model.

Robotics and Computer-Integrated Manufacturing

However, the existing attribute reduction algorithms with VPRS have no incremental mechanisms of handling dynamic datasets with increasing samples, so that they are computationally time-consuming for such datasets.

Applied Soft Computing

Expert writing Tips

Best practice

Consider the audience: use simpler terms like "takes a long time to compute" for general audiences instead of the more technical "computationally time consuming".

Common error

Avoid using "computationally time consuming" when simpler, more direct language would suffice. Overuse can make your writing sound unnecessarily complex. For example, instead of saying "The process is computationally time consuming", you could say "The process takes a long time to run".

Linguistic Context

The phrase "computationally time consuming" functions as an adjectival phrase modifying a noun. It describes a characteristic of a process, algorithm, or task, indicating that it requires significant computational resources and time. Ludwig's examples show it is often used in scientific and academic writing.

Expression frequency: Uncommon

Frequent in

Science

75%

Academia

20%

News & Media

5%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "computationally time consuming" is an adjectival phrase used to describe tasks or processes that require significant computational resources and time. Ludwig AI confirms that it is primarily used in formal scientific and academic contexts. Alternatives include "computationally intensive" or "computationally demanding". When writing, consider your audience and choose simpler language for non-technical readers. While grammatically correct, overuse can make writing sound unnecessarily complex.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally intensive

Focuses on the intensity of computation required, rather than strictly the time consumed.

computationally demanding

Emphasizes the high demands placed on computational resources.

time-intensive calculation

Highlights the time investment in a calculation, specifying the nature of process.

resource-intensive process

Broadens the scope to any type of resource, not just computation.

algorithmically complex

Highlights the complexity of the underlying algorithm rather than the time taken.

calculation-heavy task

A more informal way to describe a task with many calculations.

long-running computation

Focuses on the duration of the computation.

excessive processing time

Highlights the excessive time spent processing data.

prolonged computational analysis

Focuses on the extended duration of the analysis phase.

complex numerical simulation

Emphasizes the simulation's numerical complexity.

FAQs

How can I use "computationally time consuming" in a sentence?

You can use "computationally time consuming" to describe processes or algorithms that require a significant amount of processing time. For example, "The simulation is "computationally time consuming", so we need to optimize the code".

What does "computationally time consuming" mean?

The phrase "computationally time consuming" means that a task or process requires a lot of computer processing power and, as a result, takes a significant amount of time to complete.

Are there alternatives to "computationally time consuming"?

Yes, you can use alternatives such as "computationally intensive", "computationally demanding", or "resource-intensive process" depending on the specific context.

When is it appropriate to use "computationally time consuming"?

It is appropriate to use "computationally time consuming" in technical contexts when you want to emphasize that a process not only takes time, but also requires substantial computational resources. It's often used in scientific research or software development.