computational costly

USAGE SUMMARY

"computational costly" is a correct and usable phrase in written English.
This phrase is typically used to describe activities that require a lot of computing resources or a lot of time/money to complete. For example, "Developing the new machine learning algorithm was computational costly, but ultimately paid off with improved accuracy."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

This approach could be implemented, for instance, with parallel computing in order to tackle computational costly real-world problems.

Expert Systems with Applications

However, the inverse depth coordinates are 6D and computational costly.

EURASIP Journal on Advances in Signal Processing

Instead of creating a computational costly data structure for responding to queries from near neighbors, we use a low-dimensional Hamming embedding to approximate a pairwise similarity matrix using a single-pass procedure.

Expert Systems with Applications

The hybrid RANS-LES method (HRLM), which is a technique to bridge the gap between less accurate RANS and more computational costly LES method, is a remedy to turbine aerodynamics in complex flow conditions.

Energy

For example, the generation of new alignments for each sequence is both computational costly, and does not take advantage of available curated alignments that make use of ss-RNA secondary structure to guide the primary sequence alignment.

Plosone

Unfortunately, segmentation techniques tend to be computational costly in large 3D biomedical volumes, and color information is often not available.

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Consequently this avoids costly computational times due to iterations.

Chemical Engineering Science

However, the implementation of such an approach requires costly computational resources and lengthy simulation times.

Nanoscale Research Letters

Back-projection (BP) is a costly computational step in tomography image reconstruction such as positron emission tomography (PET).

EURASIP Journal on Embedded Systems

Despite their advantages, all of the population-based search algorithms require excessive CPU time due to the excessive number of candidate solutions which need to be evaluated through costly computational models.

Progress in Aerospace Sciences

In turn, and with reference to the discussion at the end of the subsection regarding Consensus, that switch allows us to obtain a speed-up since costly computational duplications are avoided when the clustering algorithm A is hierarchical.

Algorithms for Molecular Biology

Expert writing Tips

Best practice

When describing algorithms or processes, specify what makes them "computational costly". Is it memory usage, processing time, or specialized hardware requirements? Provide specific details to enhance clarity.

Common error

Avoid using "computational costly" in general discussions. It's a technical term best suited for describing specific aspects of computer science, engineering, or related fields. In broader contexts, use simpler alternatives like "expensive" or "difficult".

Linguistic Context

The phrase "computational costly" functions as an adjective phrase modifying a noun. It indicates that a particular process, algorithm, or task requires a significant amount of computational resources. Ludwig AI confirms that the phrase is correct and usable.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "computational costly" is a grammatically correct, although less common, way to describe processes that demand significant computing resources. Ludwig AI analysis indicates that it is best suited for technical contexts like science and engineering, where precise language is valued. While ""computationally expensive"" is a more frequent alternative, "computational costly" effectively conveys the message of high resource usage. When using this phrase, ensure it's in a context where technical details are relevant, and consider specifying what aspects of the computation make it costly for improved clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally expensive

Replaces "costly" with "expensive", a more common synonym.

computationally heavy

Uses "heavy" to describe the significant computational resources needed.

computationally intensive

Substitutes "costly" with "intensive", focusing on the high resource demand.

computationally burdensome

Uses "burdensome" to indicate the heavy load on computational resources.

resource-intensive computation

Reorders the phrase to emphasize the resource usage.

high computational complexity

Focuses on the complexity of the computation as the source of the cost.

high computational load

Replaces "costly" with "load", shifting the focus to the burden on the system.

demanding computational requirements

Highlights the rigorous requirements of the computation.

computationally prohibitive

Indicates that the computational cost makes the task infeasible.

computationally uneconomical

Emphasizes the lack of economic viability due to the computational cost.

FAQs

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

You can use "computational costly" to describe algorithms or processes that require significant computational resources. For example, "The new simulation method is "computationally expensive" due to its high memory requirements".

What's the difference between "computational costly" and ""computationally expensive""?

While both phrases convey the same meaning, ""computationally expensive"" is more commonly used. "Computational costly" is a valid but less frequent alternative.

What are some alternatives to saying "computational costly"?

You can use alternatives like "computationally intensive", "resource-intensive computation", or "high computational load" depending on the context.

In what contexts is "computational costly" most appropriate?

"Computational costly" is most appropriate in technical contexts, such as computer science, engineering, or scientific research, where precise descriptions of computational resource usage are necessary.