run in parallel

USAGE SUMMARY

The phrase "run in parallel" is correct and usable in written English, and it usually means to happen or develop at the same time as something else.
For example, you could say, "We need to ensure that our project plans are running in parallel with each other."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The two versions run in parallel.

The Guardian

‑trainingThreads Training can be run in parallel.

Stanford University

That will run in parallel to the Warboys show.

The Guardian - Arts

When possible, analyses were run in parallel using GNU parallel86.

Nature

My model is run in parallel using python as interpreter.

Yale University

The solver uses domain decomposition technique to run in parallel.

Journal of Computational Physics

In practice both approaches will have to run in parallel.

The Economist

A commercial EV PCR test was run in parallel.

Journal of Clinical Virology

They run in parallel.

BBC

Most software cannot run in parallel.

Forbes

That's okay — they can run in parallel.

TechCrunch

Expert writing Tips

Best practice

Use "run in parallel" to clearly indicate that processes or actions are happening at the same time to increase efficiency or for comparative purposes.

Common error

Don't use "run in parallel" when simpler terms like "simultaneously" or "concurrently" would suffice. Overusing complex phrasing can make your writing sound convoluted.

Linguistic Context

The phrase "run in parallel" primarily functions as a verb phrase indicating that two or more processes or actions are occurring simultaneously. As Ludwig AI confirms, it is a grammatically correct and usable phrase. Its role is to describe concurrent activities, as seen in examples like "Two workshops will run in parallel."

Expression frequency: Very common

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Ludwig's WRAP-UP

In summary, the phrase "run in parallel" is a grammatically sound and widely used expression that signifies simultaneous occurrence or operation. As confirmed by Ludwig AI, it is suitable for various contexts. Its function is to convey that processes or activities are happening concurrently, often to achieve efficiency or comparison. The register is generally neutral, making it versatile for both formal and informal communication. While very common across science, news, media, and academic fields, writers should be mindful of choosing simpler alternatives when appropriate to prevent unnecessary complexity. Understanding these aspects ensures effective and precise usage of "run in parallel" in written and spoken communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

occur simultaneously

Emphasizes the simultaneous occurrence of events, shifting the focus from the process to the timing.

happen concurrently

Highlights the co-occurrence of events, subtly altering the emphasis to the shared timeframe.

operate simultaneously

Specifically denotes simultaneous functioning, useful in technical or mechanical contexts.

function in tandem

Implies a coordinated action where both elements work together during the process.

proceed at the same time

A more literal rephrasing, focusing on the temporal aspect of simultaneous progression.

develop side by side

Suggests a parallel progression, suitable when describing evolution or progress.

co-occur

A concise, formal term for simultaneous occurrence, often used in academic or scientific writing.

exist alongside

Highlights the coexistence and parallel existence of two or more things.

work simultaneously

Highlights the simultaneous performance of tasks or processes.

unfold in parallel

Suggests a simultaneous revelation or development of events, often used metaphorically.

FAQs

How can I use "run in parallel" in a sentence?

You can use "run in parallel" to describe simultaneous processes, like "The two experiments "were run in parallel" to compare results efficiently".

What does "run in parallel" mean?

"Run in parallel" means that two or more processes, tasks, or activities are happening at the same time. It implies that they are progressing simultaneously rather than sequentially.

What are some alternatives to "run in parallel"?

Alternatives include "occur simultaneously", "happen concurrently", or "operate simultaneously", which can be used depending on the specific context.

When is it appropriate to use "run in parallel"?

It's appropriate when you want to emphasize that two or more activities are happening at the same time, especially when this simultaneity is important for efficiency or comparison. However, simpler terms like "simultaneously" might be preferable for clarity.