be robust to changing

USAGE SUMMARY

The phrase "be robust to changing" is not correct in standard English.
It should be "be robust to changes" or "be robust in changing situations." Example: "The system must be robust to changes in user behavior to ensure consistent performance."

⚠ May contain grammatical issues

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Visual tracking usually requires an object appearance model that is robust to changing illumination, partial occlusion, large pose and other factors encountered in video.

Optik - International Journal for Light and Electron Optics

Generating coarse representation of a target using soft biometrics, they demonstrated tracking that was robust to changing poses and illumination.

ROBOMECH Journal

We present results with both coefficients equal to 0.98, but our results are robust to changing this prefactor in a reasonable range.

BMC Evolutionary Biology

In general, as stated above, frequent fluctuations and disturbance would tend to select for generalist organisms that are robust to changing environmental conditions.

Evolutionary Applications

While the bin size was originally chosen to mimic the span of DNA wrapped around a nucleosome, our results are robust to changing the number of bins and their position, as described below and in Methods.

BMC Genomics

We found that decision criteria related to level of endemism and landscape fragmentation were strongly correlated with areas predicted to be robust to a changing climate.

Global Environmental Change

Because the external and internal environments of cells are constantly changing, any design principle employed at this level must be robust to perturbations.

Plosone

It may sound impressive to have a model that is 99% accurate, but if it is not robust to changing conditions, you might be better off with one that is 70% accurate and simpler.

Harvard Business Review

If generally true, this would suggest parasites with complex life cycles should be more robust to changing abiotic and biotic conditions than might be expected based on their seeming specialization.

Evolutionary Applications

These results showed that was useful to improve the precision of MAXCOM by filtering noise (compared the case of ), and confirmed that MAXCOM was robust to this parameter changing.

BMC Systems Biology

Differentiation of the signal into a translational and gravitational component decreased the level of agreement further, suggesting that combined information streams are more robust to changing locations then singular data streams.

Measurement

Expert writing Tips

Best practice

Always use the correct form "be robust to changes" or "be robust in changing conditions" to ensure grammatical accuracy and clarity.

Common error

Avoid using the gerund form "changing" directly after "to" in this context. Instead, use the plural noun "changes" or rephrase to "in changing conditions".

Linguistic Context

The phrase functions as an adjective phrase describing a quality or characteristic of something. It suggests that something can maintain its integrity or effectiveness despite alterations in its environment or inputs. Ludwig AI indicates that the phrase is not standard English.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, the phrase "be robust to changing" is grammatically questionable. As Ludwig AI suggests, it's more appropriate to use "be robust to changes" or "be robust in changing conditions". While the phrase aims to convey resilience and stability, it's essential to use the correct grammatical form to ensure clarity and credibility. Consider alternatives like "be resilient to changes" or "be adaptable to changes" for enhanced precision and grammatical correctness. When describing systems or processes, focus on accurate language to reflect your understanding and expertise.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

be adaptable to changes

This highlights the capability to adjust to new conditions.

be resilient to changes

This expresses the capacity to recover quickly from difficulties.

be robust in the face of change

This alternative evokes strength and resilience when dealing with change.

be resistant to change

This alternative focuses on withstanding alterations, emphasizing a stable state.

be tolerant of changes

Highlights the capacity to accept variations without negative impact.

be able to withstand changing circumstances

This alternative stresses the ability to endure difficult conditions.

be stable despite changes

Focuses on maintaining stability even when alterations occur.

be impervious to changing conditions

This emphasizes being unaffected and untouched by changing conditions.

be immune to change

This suggests a complete lack of susceptibility to any alteration.

be unyielding to change

This indicates an inflexible approach that does not bend or break.

FAQs

What is the correct way to say "be robust to changing"?

The correct phrasing is "be robust to changes" or "be robust in changing conditions". For example, "The system needs to "be robust to changes" in user behavior".

What does it mean for something to be robust to changes?

It means that something is strong and reliable, even when conditions or requirements alter. It implies an ability to maintain functionality and effectiveness despite variations.

Are there alternatives to saying "be robust to changes"?

Yes, you can use alternatives such as "be resilient to changes", "be adaptable to changes", or "be resistant to change", depending on the specific nuance you want to convey.

How can I ensure my system is robust to changes?

To ensure a system is robust, implement thorough testing, design for modularity, and anticipate potential variations in inputs and conditions. Regular updates and maintenance also contribute to long-term robustness.