substantially more computation

USAGE SUMMARY

The phrase "substantially more computation" is correct and usable in written English.
It can be used when comparing the amount of computational work required for different tasks or processes, indicating a significant increase in computational demand. Example: "The new algorithm requires substantially more computation than the previous version, which may affect processing times."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Finally, we note that in estimating both types of QTL effects, modeling genetic background using a kinship-specified polygenic effect, as in DF.IS.kinship, was not clearly superior to using a sibship-based approximation indeed, at least in this context, it performed worse on rank accuracy while requiring substantially more computation.

Genetics

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Between fastPHASE and BEAGLE, fastPHASE requires substantially more intensive computation, as it takes into account all observed genotypes when imputing each missing genotype, whereas BEAGLE usually focuses on genotypes for a small number of nearby markers when imputing each missing genotype, which makes BEAGLE computationally more efficient (Li et al., 2009).

Animal

Second, blockwise likelihood computations are substantially more powerful than the SFS and the relative improvement is particularly large for young bottlenecks.

Genetics

In medium or large data sets with stratified last stage random sampling, the cluster adjusted MH is substantially more conservative than the naïve MH computation.

BMC Health Services Research

Activities that require more computation can be programmed on a computer.

Springer

For larger datasets, which would require more computation, both of these methods will scale to substantially more processors.

Plosone

"We deserve substantially more.

The New York Times

Many will receive substantially more money.

The New York Times

And they are substantially more expensive.

The New York Times

Republicans want substantially more beds.

The New York Times

Fifth, you will be substantially more productive.

Harvard Business Review

Expert writing Tips

Best practice

When comparing algorithms or methods, use "substantially more computation" to clearly indicate a significant difference in the computational resources required. For example, "The new algorithm requires "substantially more computation" than the existing one, impacting its suitability for low-resource environments."

Common error

Avoid using "substantially more computation" when the difference is marginal. Reserve this phrase for scenarios where the increase in computational demand is truly significant and impactful.

Linguistic Context

The phrase "substantially more computation" functions as a quantifier, indicating a significant increase in the amount of computational resources needed. It's used to compare the computational requirements of different processes or algorithms. As Ludwig AI suggests, this phrase indicates the correctness of the phrase and its good usage in English.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "substantially more computation" is a grammatically sound phrase used to express a significant increase in computational requirements. Though relatively rare, as indicated by Ludwig, it's most commonly found in scientific and technical contexts. Its purpose is to clearly convey a notable difference in the resources needed for various computational tasks. Ludwig AI confirms its correctness and appropriateness for formal use. When writing, it's best to reserve this phrase for situations where the increase is truly substantial to avoid overstating minor differences.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significantly greater computation

Replaces "substantially" with "significantly" for a similar level of emphasis.

significantly more intensive computation

Adds the adjective "intensive" to highlight the intensity of computation.

considerably more processing power

Substitutes "computation" with "processing power" emphasizing the capacity aspect.

remarkably higher computational load

Uses "remarkably" and "computational load" to highlight the burden on resources.

markedly increased computational demand

Replaces "more computation" with "increased computational demand" focusing on necessity.

noticeably larger computational requirements

Emphasizes the requirements aspect, making it more explicit.

much more extensive calculation

Uses a different adjective "extensive" to enhance "calculation".

appreciably greater processing needs

Focuses on "processing needs" with a slight shift in emphasis.

substantially increased processing

Removes the noun "computation" using instead the verb "processing"

vastly greater data processing

Shift focus on data and emphasize "data processing".

FAQs

What does "substantially more computation" mean?

The phrase "substantially more computation" indicates that a process or task requires a significantly greater amount of computational resources, such as processing power, memory, or time, compared to another process or task.

When is it appropriate to use the phrase "substantially more computation"?

Use "substantially more computation" when you want to emphasize that the increase in computational requirements is significant and has a noticeable impact. For example, when comparing two algorithms, one of which needs a much larger amount of resources.

What are some alternatives to "substantially more computation"?

Alternatives include "significantly greater computation", "considerably more processing power", or "markedly increased computational demand". You can find more alternatives "here".

Is "substantially more computation" formal or informal language?

"Substantially more computation" is suitable for formal and technical contexts. In more casual settings, you might opt for simpler phrases like "a lot more processing".