is robust to

USAGE SUMMARY

The phrase "is robust to" is correct and can be used in written English.
You can use it when you want to state that something is resistant or able to withstand something else. For example, "This system is robust to external shocks and changes."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The 3D PSS is robust to system parameters changes.

Electric Power Systems Research

Importantly, it is robust to perturbation and noise.

Biosystems

We show that this architecture is robust to affine transformations.

Neurocomputing

This outcome is robust to different econometric specifications.

Social Science & Medicine

The effect is robust to changes in experimental design features.

European Economic Review

The mechanism is robust to small changes in the parameters as may arise from molecular noise.

Nature

Remarkably, this latter property is robust to variations of the degree exponent.

Nature

The similarity in distributions indicates that the CDTS metric is robust to downsampling or different population.

Nature

Hosen and Peleg say their approach is robust to some kinds of image stabilization processing.

MIT Technology Review

The algorithm is robust to changes in weather, vegetation, and traffic across images.

Yale University

Furthermore, the measure developed is robust to the influence of outliers in the sample.

Stanford University

Expert writing Tips

Best practice

When using "is robust to", ensure you clearly specify what the subject is resistant to. For example, "The algorithm is robust to changes in data format."

Common error

Avoid claiming that something "is robust to" everything. Be specific and realistic about the limitations of its resilience. Overstating robustness can lead to unrealistic expectations.

Linguistic Context

The phrase "is robust to" functions as a predicate adjective, describing the subject's ability to withstand or resist something. As confirmed by Ludwig AI, it is grammatically sound. Examples from Ludwig show it used to describe algorithms, systems, and methods as resistant to various factors.

Expression frequency: Very common

Frequent in

Science

45%

Academia

30%

News & Media

10%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "is robust to" is a grammatically correct and frequently used expression to denote resilience and resistance. According to Ludwig AI, it is perfectly suitable for written English. It is commonly found in scientific, academic, and technical contexts, signifying the ability of a system, method, or algorithm to withstand specific challenges or variations. When using this phrase, ensure clarity in specifying what the subject is resistant to, and avoid overstating the extent of its robustness. Alternatives like "is resilient to" or "is resistant to" can be used depending on the nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

is resilient to

Emphasizes the ability to recover quickly from difficulties or disturbances.

is resistant to

Focuses on the capacity to withstand the effects of something harmful.

is impervious to

Suggests complete and utter resistance; nothing can get through.

is immune to

Implies a natural or acquired ability to avoid the effects of something.

is unaffected by

Highlights the lack of impact from something that would normally cause a change.

is insensitive to

Stresses a lack of reaction or responsiveness to a particular stimulus or factor.

is stable under

Indicates that something remains constant or unchanged despite external conditions.

can withstand

Emphasizes the ability to endure or resist the force of something.

holds up against

Highlights the capacity to remain strong or effective when faced with opposition.

remains stable despite

Highlights how something is consistently stable even though something might be impacting.

FAQs

How can I use "is robust to" in a sentence?

Use "is robust to" to indicate that something is resistant or resilient to a particular factor. For example, "The system "is robust to external shocks"" or "The data analysis method "is robust to outliers"".

What are some alternatives to "is robust to"?

You can use alternatives such as "is resilient to", "is resistant to", or "is impervious to", depending on the specific context and the degree of resistance you want to convey.

Is it better to say "is robust to" or "is resistant to"?

Both phrases are correct, but they have slightly different connotations. "Is robust to" suggests a general ability to withstand, while "is resistant to" implies a specific opposition to a particular force or influence. Choose the phrase that best fits the context. For instance, a material "is resistant to corrosion", while a statistical model "is robust to outliers".

What does it mean for a system to be "robust to" changes?

When a system is described as "robust to" changes, it means that it can maintain its functionality and performance even when subjected to variations, alterations, or unexpected conditions. For example, "The network protocol "is robust to network congestion"".