computationally intricate

USAGE SUMMARY

The phrase "computationally intricate" is correct and usable in written English.
It can be used to describe a process, algorithm, or system that is complex and requires significant computational resources or effort to understand or execute. Example: "The new algorithm is computationally intricate, making it challenging for researchers to optimize its performance."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

However, finding alternative splice-junctions is computationally intricate with a tag length of ~30 bp and requires higher depth of sequencing [ 80].

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

This leads to a challenging bi-objective constrained optimization problem, which relies on a computationally expensive intricate process-modelling simulator of the DWPP and has to be solved with limited computational budget.

Journal of Environmental Management

The popularity of the Naïve-Bayes as a target-fishing tool can be probably attributed to the fact that building non-Naïve Bayes multi-class classifiers (be probabilistic or not) can become conceptually intricate or computationally demanding, or both [10, 11, 17 19, 22 24, 33 37].

Journal of Cheminformatics

The work presented here explores a biologically-motivated multi-resolution speaker information representation obtained by performing an intricate yet computationally-efficient analysis of the information-rich spectro-temporal attributes of the speech signal.

EURASIP Journal on Audio, Speech, and Music Processing

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

Journal of Computational Physics

However, this approach might be computationally demanding and, hence, the study of intricate reaction networks might become infeasible.

Bulletin of Mathematical Biology

By computationally sorting out different conformational states and reconstructing the structures from well-defined populations, the resulting 3D structures are considerably more intricate and provide new information for the Mediator structural organization, although the nominal resolution of the 3D reconstructions was not higher (Supplementary information, Figure S2) than that in previous studies.

Cell Research

With the help of computationally-intensive searches, there have been several studies that have claimed to demonstrate the existence of surprisingly precise and intricate patterns of repeating activity in neuronal circuits from in vivo preparations [7] [13], intact slices [1], [7], [14], [15], dissociated neuronal cultures [16] [18], and sophisticated neuronal models [19] [21].

Plosone

(Those were intricate times).

The New Yorker

The backstory is intricate.

The New Yorker

It was intricate and exponential.

The New Yorker

Expert writing Tips

Best practice

Consider using "computationally intricate" when emphasizing that the complexity arises from the interconnectedness of multiple computational steps or variables, rather than just the volume of calculation.

Common error

Avoid using "computationally intricate" as a generic term for any complex computation. Reserve it for situations where the complexity genuinely arises from the interconnectedness and nuanced interactions within the computational process, not just a large amount of data or steps.

Linguistic Context

The phrase "computationally intricate" functions as an adjective phrase modifying a noun. It describes the characteristic of something being both computational and intricate. Ludwig AI confirms its usability in written English.

Expression frequency: Rare

Frequent in

Science

65%

News & Media

25%

Encyclopedias

10%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "computationally intricate" is a phrase used to describe something complex and demanding in terms of computational resources. Ludwig AI confirms its grammatical correctness and appropriate use. While relatively rare, it finds its primary context in scientific and technical domains. When employing this phrase, ensure clarity about the specific complexities involved. Alternatives such as "computationally complex" or "computationally demanding" can be considered based on the nuance you wish to convey. It is important to avoid overstating the intricacy, reserving the term for scenarios with genuine nuanced interactions within the computational process.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally complex

Focuses more directly on the level of complexity from a computational perspective.

algorithmically complex

Specifies that the complexity arises from the algorithm used.

computationally demanding

Emphasizes the resources required for the computation rather than just the complexity itself.

computationally intensive

Highlights the computational effort and intensity required.

computationally exhaustive

Implies a thorough and comprehensive computational process.

computationally elaborate

Suggests the computational process is detailed and carefully designed.

mathematically intricate

Highlights the mathematical complexity underlying the computation.

technically intricate

Focuses on the technical complexity involved in the computation.

highly complex computationally

Reorders the phrase to emphasize the high degree of complexity.

difficult to compute

Highlights the difficulty in performing the computation.

FAQs

What does "computationally intricate" mean?

The phrase "computationally intricate" refers to a process or system that is complex and requires a significant amount of computational resources and effort to understand or execute. It implies a high degree of interconnectedness and nuanced interactions.

What can I say instead of "computationally intricate"?

You can use alternatives like "computationally complex", "computationally demanding", or "algorithmically complex" depending on the specific context.

In what contexts is "computationally intricate" typically used?

"Computationally intricate" is frequently used in technical and scientific fields, such as computer science, engineering, and mathematics, to describe algorithms, models, or systems that involve a high degree of computational complexity.

How does "computationally intricate" differ from "computationally intensive"?

"Computationally intricate" emphasizes the complex interrelationships and nuances within a computational process, while "computationally intensive" highlights the large amount of computational resources required.