is robustness to

USAGE SUMMARY

The phrase "is robustness to" is correct and usable in written English.
It can be used when discussing the ability of a system or model to withstand variations or challenges without failing. Example: "The study focuses on the robustness to external disturbances in the proposed algorithm."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

The second property investigated in this subsection is robustness to common image transformations.

EURASIP Journal on Information Security

That is, robustness to learning provides an incentive to employ a "conservative" central banker.

Journal of Monetary Economics

An important requirement for successful gait recognition is robustness to variations including different lighting conditions, poses, and walking speed.

EURASIP Journal on Advances in Signal Processing

The proposed control scheme is robustness to parameter variations and random external disturbances and can alleviate the chattering phenomena.

ISA Transactions

Performance of the controllers is discussed with respect to design parameters and process constraints, as is robustness to overspray generation and size of formed overspray particles.

Journal of Process Control

Another type of robustness is robustness to mutations.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

One property thought to emerge from natural selection is robustness, the ability to maintain function under perturbations [ 70].

BMC Systems Biology

Another issue for modularity is robustness.

TechCrunch

Even the Japanese see it as slightly Disneyland in atmosphere but there is a robustness to the designs that is distinctively national.

The Guardian - Travel

The latest version of SSAKE is of robustness to sequencing errors, compared with it is first version, which was introduced to handle error-free short reads [9].

Plosone

This approach has been shown to be robustness and of high resolution [ 19- 21].

BMC Genomics

Expert writing Tips

Best practice

When discussing the capacity of a system to maintain its function under varying conditions, use "is robustness to" to highlight this inherent stability. For example, "The algorithm is robustness to noisy data, ensuring reliable performance."

Common error

Avoid using "is robustness to" when you actually mean rigidity or inflexibility. Robustness implies adaptability and maintaining function despite changes, whereas rigidity suggests an inability to change, which might not always be a desirable trait. Ensure you're emphasizing adaptability under stress, not just an unchanging nature.

Linguistic Context

The phrase "is robustness to" functions as a descriptive expression, highlighting an attribute of a subject—its capacity to maintain functionality or effectiveness in the face of variations, disturbances, or challenges. Ludwig examples show its application in diverse scientific and technical contexts. Ludwig AI confirms the phrase is grammatically correct.

Expression frequency: Rare

Frequent in

Science

80%

News & Media

20%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "is robustness to" is used to describe the ability of a system or model to maintain its function despite variations or disturbances. Ludwig AI confirms that the phrase is grammatically correct and usable in English. Although the phrase is more commonly found in scientific and technical contexts, it can also appear in news and media. Consider using alternatives such as ""is resistant to"" or ""exhibits resilience against"" depending on the desired nuance. Be careful not to confuse robustness with rigidity, as robustness implies adaptability while rigidity does not.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

is resistant to

This alternative is more direct, focusing on the quality of opposing or warding off something; it's simpler and more commonly used.

exhibits resilience against

This alternative highlights the capacity to recover quickly from difficulties; it introduces a slightly different emphasis on bouncing back.

demonstrates tolerance for

This phrase suggests an acceptance of variations or disturbances without significant negative impact, focusing on the ability to endure.

resists the effects of

This phrase directly indicates an opposition to being influenced or changed by particular forces or factors.

possesses immunity from

This implies a protective quality that prevents harm or disruption from specific factors, suggesting a stronger defense.

withstands the impact of

This suggests enduring the force or effect of something without being overcome, highlighting the ability to hold up against pressure.

maintains stability despite

This focuses on the preservation of a stable state even when faced with challenging conditions or changes.

shows insensitivity to

This alternative indicates a lack of reaction to certain stimuli or changes, emphasizing a lack of responsiveness rather than active resistance.

is impervious to

This conveys that something is impossible to affect or damage. It stresses invulnerability and is often stronger than robustness.

displays imperviousness to

This phrase conveys an inability to be affected or penetrated by something, suggesting a very high level of resistance.

FAQs

What does "is robustness to" mean in a scientific context?

In science, "is robustness to" typically describes a system's ability to maintain its functionality or performance despite variations in conditions, such as environmental changes, errors, or external disturbances. For example, a model that "is robustness to" noise will produce reliable results even with imperfect data.

How can I use "is robustness to" in a sentence about software?

You might say, "The software architecture "is robust to" various types of attacks, ensuring data integrity" to indicate that it can withstand and function properly even when faced with security threats.

What are some alternatives to "is robustness to" that I can use?

Depending on the context, you could use phrases like "is resistant to", "demonstrates tolerance for", or "exhibits resilience against" to convey a similar meaning of withstanding or enduring certain conditions.

Is "is robustness to" the same as "is resistant to"?

While similar, "is robustness to" emphasizes the preservation of function despite disturbances, whereas "is resistant to" may focus more on preventing the disturbance from having any effect in the first place. The choice depends on whether you want to highlight adaptation or prevention.