Computationally high

USAGE SUMMARY

The phrase "Computationally high" is not standard in written English and may cause confusion.
It could be used in contexts discussing computational complexity or resource requirements, but it would need clarification. Example: "The algorithm's computationally high demands make it unsuitable for real-time applications."

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Recent developments in computer hardware regarding graphics processing units (GPU -accelerated computinGPU -accelerateden very promising due to their advancomputingilities and have been used in a number of scientific fields in order to enhance the solution of comprovenonally high demanding problems.

Computer Methods in Applied Mechanics and Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Because of nonlinearity within the evaluation function (Eq. 4), the maximization of marginal likelihood technique for all three hyperparameters is computationally high-cost and non-stable.

Earth, Planets and Space

On the other hand, our nervous system is computationally high-powered, being endowed with ≈10 neurons interconnected via ≈10 synapses.

BioMed Research International

Optimization of complex engineering systems is performed using computationally expensive high fidelity computer simulations (e.g., finite element analysis).

Expert Systems with Applications

An initial assessment of absorption potential may be made computationally, and high throughput in vitro assays are typically performed to prioritize compounds for in vivo studies.

Journal of Pharmaceutical Sciences

In order to gain insights into the influence of the choice of stereo algorithm on the performance of 3D visual discomfort models, we selected three popular and characteristic dense stereo algorithms, ranging from a computationally expensive, high performance model (e.g., as assessed on the Middlebury database [33]) to a very simple, inexpensive model that delivers reasonable performance.

EURASIP Journal on Image and Video Processing

While rather computationally expensive, high fidelity finite element analysis can be carried to find the Eigen solutions of the whole system considering soil structure interaction; a quick hand calculation method is often convenient during the design optimisation stage or conceptual design stage.

Soil Dynamics and Earthquake Engineering

In this paper we use the genuinely multidimensional HLL Riemann solvers recently developed by Balsara et al. in [13] to construct a new class of computationally efficient high order Lagrangian ADER-WENO one-step ALE finite volume schemes on unstructured triangular meshes.

Journal of Computational Physics

One predicted sRNA was identified computationally with high probability as a Streptomyces 6S RNA.

BMC Genomics

The miRNA targets can be predicted computationally with high confidence for conserved miRNAs, but such predictions remain challenging for non-conserved miRNAs due to restrictions imposed by the search algorithms used in the target prediction databases [ 55].

BMC Genomics

Apparently, there is a growing need for a scalable but mathematically principled approach to make effective use of structures in both the genome and the transcriptome; to capture higher order interactions between the genetic variations; and to enable consistent, optimal, and computationally efficient high-dimensional inference for large-scale genome-wide-association (GWA) mapping.

Bioinformatics

Expert writing Tips

Best practice

When describing computational requirements, prefer more common and readily understood phrases like "computationally expensive" or "computationally intensive" over "computationally high".

Common error

Avoid using "computationally high" in contexts where more standard terms like "computationally expensive" or "computationally intensive" would be clearer and more easily understood. The phrase is not incorrect, but can be confusing.

Linguistic Context

The phrase "computationally high" primarily functions as a descriptive adjective phrase, modifying a noun to indicate a significant requirement of computational resources. Ludwig AI indicates that it is not standard, and more accepted options are recommended.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "computationally high" is a less common way to describe something that requires significant computational resources. While not strictly incorrect, Ludwig AI suggests that it's often better to use more established alternatives like "computationally expensive" or "computationally intensive". Its usage appears primarily in scientific contexts, but due to its rarity, sticking with standard terminology is generally recommended to ensure clarity and avoid confusion.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Computationally demanding

Emphasizes the resources required by a computation.

Computationally expensive

Highlights the cost in terms of processing power or time.

Computationally intensive

Like "Computationally demanding", but may convey a greater magnitude.

High computational cost

Focuses on the cost associated with the computation.

Resource-intensive computation

Highlights the significant amount of resources that is necessary for computation.

High processing load

Focuses on the burden placed on the processor.

Computationally challenging

Highlights the difficulty of a certain computation

Extensive computation

Emphasizes the amount or scale of the computation.

Complex computation

Highlights the complexity of the computation itself.

Heavy computational lifting

Idiomatic expression to emphasize the burden on the computational processing.

FAQs

What does "computationally high" mean?

"Computationally high" isn't a standard phrase, but it likely refers to something that requires significant computational resources or processing power. It's often better to use alternatives like "computationally expensive" or "computationally intensive".

How can I use "computationally high" in a sentence?

While not recommended, you might use "computationally high" to describe the demands of an algorithm. However, consider more precise alternatives like, "The algorithm's "computationally demanding" requirements make it unsuitable for real-time applications."

What are some alternatives to "computationally high"?

Common alternatives include "computationally expensive", "computationally intensive", "resource-intensive computation", or "high computational cost".

Is "computationally high" grammatically correct?

"Computationally high" isn't strictly ungrammatical, but it's not a common or well-established phrase. It's usually clearer to use more standard terms. The phrase could be considered acceptable but is not standard.