computationally very expensive

USAGE SUMMARY

The phrase "computationally very expensive" is correct and usable in written English.
It can be used when discussing tasks or processes in computing that require significant computational resources, such as time or processing power. Example: "The algorithm is computationally very expensive, making it impractical for real-time applications."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

However, most kernel learning approaches are computationally very expensive.

Artificial Intelligence

FE stenting simulations based on standard 3D solid elements are computationally very expensive.

Computer Methods in Applied Mechanics and Engineering

The task of counting the number of such degrees of freedom can be computationally very expensive.

Journal of Computational Physics

In particular, it is computationally very expensive, and it is not resistant to outliers in the data.

Journal of Statistical Planning and Inference

When dealing with complex networks, this leads to very long mathematical expressions which are usually computationally very expensive to calculate.

Reliability Engineering & System Safety

The probabilistic analysis of these problems is usually computationally very expensive if a brute-force Monte Carlo method is used.

Probabilistic Engineering Mechanics

Furthermore, deep excavation geotechnical models tend to be computationally very expensive making the inverse analysis a very lengthy process.

Computers & Structures

While a number of sophisticated approaches based on Monte Carlo and finite element simulation have been developed, these approaches are computationally very expensive.

Columbia University

Existing multilinear detection algorithms for handling N-dimensional data, where N≥3, e.g., the CORe CONsistency DIAgnostic, rely on the CP decomposition which is computationally very expensive.

Digital Signal Processing

This anti-optimization technique is computationally very expensive and can become impractical for real world applications, in particularly when expensive numerical response evaluations are involved.

Computers & Structures

To conduct the computationally very expensive simulations, the 'CO2 Community Grid' was used, which allows the execution of many parallel simulations simultaneously.

Advances in Water Resources

Expert writing Tips

Best practice

When describing algorithms or simulations, specify the factors contributing to the high computational cost, such as dataset size or algorithm complexity.

Common error

Avoid using "computationally very expensive" excessively in a single document. Vary your language by using synonyms like "resource-intensive" or "computationally intensive" to maintain reader engagement.

Linguistic Context

The phrase "computationally very expensive" functions as an adjectival phrase. It modifies a noun (often a process, algorithm, or method) to describe its high computational cost. Ludwig AI validates this usage through numerous examples.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "computationally very expensive" is a common and grammatically correct way to describe processes or algorithms that require significant computational resources. As Ludwig AI's analysis shows, it is most frequently used in scientific contexts to highlight the limitations or challenges associated with certain computational methods. When using this phrase, be specific about the reasons for the high cost and consider using synonyms like "resource-intensive" or "computationally demanding" to add variety to your writing. Be mindful of the high number of examples as you vary your text.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally demanding

Emphasizes the high demand on computational resources.

computationally intensive

Stresses the intensity of computational requirements.

computationally burdensome

Implies a heavy load on computational resources.

highly resource-intensive computationally

Combines the concepts of high resource usage and computational demands.

requiring significant computational power

Specifies the need for substantial processing capabilities.

resource-intensive

Focuses on the consumption of resources in general, not specifically computational ones.

expensive in terms of computational resources

Explicitly states the high cost related to computational resources.

time-consuming computationally

Highlights the extensive time required for computation.

computationally inefficient

Focuses on the lack of efficiency in computational processes.

prohibitively expensive computationally

Highlights the impracticality due to computational cost.

FAQs

How can I rephrase "computationally very expensive"?

Alternatives include "resource-intensive", "computationally demanding", or "computationally intensive", depending on the specific nuance you want to convey.

When is it appropriate to use the term "computationally very expensive"?

Use "computationally very expensive" when you want to emphasize that a process or algorithm requires significant computational resources like time, memory, or processing power, making it potentially impractical for certain applications.

What makes a process "computationally very expensive"?

A process can be "computationally very expensive" due to factors such as the size of the input data, the complexity of the algorithm, the need for iterative calculations, or the requirement for high precision.

Is there a difference between "computationally expensive" and "computationally very expensive"?

While both phrases indicate high computational cost, "computationally very expensive" emphasizes that the cost is particularly significant, potentially making the process infeasible or requiring specialized hardware or techniques.