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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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longer computation time

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "longer computation time" is correct and usable in written English.
You can use it when referring to the amount of time it takes for a computer or computer program to complete a task. For example: Because of the complex calculations, the program needed a longer computation time to reach the correct solution.

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

The classical approach is an exact method but because it involves a two-variable search technique takes a much longer computation time to achieve accurate results.

However, BFA has a slow convergence speed and longer computation time.

In general, kernel-based algorithms create more complex models and require longer computation time, but they tend to perform better than graph-based algorithms.

With a shorter time step Δω and with a longer computation time, this error can be reduced to an even lower level.

The results obtained using an L1 measure of the misfit require much longer computation time, and are therefore derived only for a limited small set of damping parameters.

Moreover, it is observed that MLE required longer computation time for the nonlinear RC model than for the linear RIC model.

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Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

Compared to conventional numerical spreadsheets, spreadsheets for images pose several unique design problems: larger formulas, longer computation times, and more complicated intercell dependencies.

However, homomorphic encryption requires substantially longer computation times than conventional methods do.

Science & Research

Science Magazine

However, an increased number of acquired datasets requires longer computation times and increases complexity.

Therefore the longer computation times should not prevent one form using these spectral methods for data imputation.

These techniques have the drawback of having to scan the entire genome even when very few reads need alignment, which results in longer computation times.

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Expert writing Tips

Best practice

When discussing optimization, explicitly state the trade-off between accuracy and "longer computation time". Providing specific examples or benchmarks can strengthen your argument.

Common error

Don't just say an algorithm has a "longer computation time"; quantify it. Compare it to a baseline or alternative method. For instance, "Algorithm X has a 20% longer computation time compared to Algorithm Y".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "longer computation time" functions as a noun phrase, typically acting as the subject or object of a sentence. Ludwig examples show its use in describing and comparing the efficiency of algorithms and computational methods. Ludwig AI confirms its proper use in English.

Expression frequency: Common

Frequent in

Science

95%

Academia

3%

News & Media

2%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "longer computation time" is a common term, especially in scientific and technical fields, referring to the increased duration needed for a computational process. As confirmed by Ludwig AI, the phrase is grammatically correct and readily usable. This analysis reveals its frequent use in scientific literature and academic papers, where quantifying and comparing computational efficiency is crucial. When using this phrase, providing context through comparisons and specific examples enhances clarity. While "longer computation time" isn't inherently negative, it often indicates a need for optimization or a trade-off between speed and accuracy.

FAQs

How can I reduce the "longer computation time" of my program?

You can explore several optimization techniques, such as algorithm optimization, code profiling, parallel processing, or using more efficient data structures. Each technique aims to reduce the execution time of your program, mitigating the impact of "longer computation time".

What factors contribute to "longer computation time" in machine learning models?

Factors include the size of the dataset, the complexity of the model, the efficiency of the algorithm used, and the hardware capabilities of the system. Addressing these factors can lead to reduced training and inference times, improving the model's practicality despite the "longer computation time".

Is "longer computation time" always a bad thing?

Not necessarily. In some cases, a "longer computation time" might be acceptable if it leads to significantly higher accuracy or more reliable results. The key is to weigh the trade-offs between speed and quality based on the specific needs of the application.

What are some alternatives to saying "longer computation time"?

You can use alternatives such as "extended processing time", "increased calculation duration", or "lengthier processing period" depending on the context.

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Source & Trust

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Authority and reliability

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Real-world application tested

Most frequent sentences: