ensure robustness

USAGE SUMMARY

"ensure robustness" is a correct and usable phrase in written English.
It means to guarantee or establish strength and resilience in something. One example of using this phrase in a sentence could be: "The company's thorough testing process is designed to ensure the robustness of their products before they are released to the market."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Additionally, an extra process to ensure robustness is (c) robust cumulative motion parameters.

EURASIP Journal on Image and Video Processing

This is achieved by leveraging random selection with non-binary scoring to ensure robustness.

Digital Investigation

Note that a strong interest of H∞ controllers is to ensure robustness margin and performance.

IFAC Proceedings Volumes

The aim of using FLF is to ensure robustness to false alarms without affecting the Fault Detection (FD) performance.

Chemical Engineering Science

The PID controller is designed as per Bode ideal transfer function to ensure robustness and formulated as an optimization problem.

Journal of Industrial Information Integration

To ensure robustness, a global object descriptor must be computed based on a unique and repeatable object reference frame.

Pattern Recognition Letters

The amount of data is limited by the CryoSat-2 SAR Mode acquisition mask over ocean but is large enough to ensure robustness and significance of the results.

Advances in Space Research

To ensure robustness, safety and sustainability of the structure, it is very crucial to consider such forms of uncertainties during the analysis.

Composite Structures

Analysis performed in [16] shows that the radius of refined particles should be greater than half the radius of unrefined particles to ensure robustness.

Journal of Computational Physics

To ensure robustness of the classifier to variations in slide preparation, staining, and choice of scanning platform, we trained and validated the classifier with a large number of training exemplars drawn from three different institutions.

Nature

As risk gets centralized, security platforms need to ensure robustness and build layers of protection.

TechCrunch

Expert writing Tips

Best practice

When using "ensure robustness", clearly define what aspect you are making robust to avoid ambiguity. For instance, "ensure the robustness of the algorithm to noisy data."

Common error

Avoid using "ensure robustness" as a blanket statement without specifying the potential failure points or conditions the system is robust against. Be specific about the threats or challenges being addressed.

Linguistic Context

The phrase "ensure robustness" functions as an infinitive phrase, often used to express the purpose or intention behind an action. Ludwig examples show its use in scientific, technical, and general contexts.

Expression frequency: Very common

Frequent in

Science

80%

News & Media

10%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "ensure robustness" is a grammatically correct and frequently used phrase that signifies actions taken to guarantee stability and resilience. As Ludwig AI confirms, it's appropriate for formal, scientific, and technical contexts. To use it effectively, define precisely what you're making robust to avoid ambiguity. Alternative phrases like "guarantee resilience" or "assure stability" can be considered for subtle variations in meaning. Common sources are academic journals and reliable news outlets.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

guarantee resilience

Replaces "robustness" with "resilience", emphasizing the ability to recover quickly from difficulties.

secure durability

Focuses on ensuring the long-lasting quality and endurance of something.

assure stability

Highlights the act of guaranteeing a state of steadiness and resistance to change.

confirm reliability

Emphasizes the verification and validation of consistent performance.

establish dependability

Focuses on creating a state of trustworthiness and consistent performance.

build strength

Shifts the focus to the process of increasing the power and resistance of something.

promote stability

Emphasizes the act of encouraging and supporting steadiness.

foster resilience

Highlights the nurturing and development of the capacity to recover quickly.

underpin reliability

Focuses on providing a solid foundation for consistent and trustworthy performance.

cement durability

Highlights the action of firmly establishing long-lasting quality.

FAQs

How can I use "ensure robustness" in a sentence?

You can use "ensure robustness" to describe actions taken to make something resilient. For example, "Rigorous testing helps to "ensure robustness" against cyberattacks".

What are some alternatives to "ensure robustness"?

Alternatives include "guarantee resilience", "assure stability", or "secure durability", depending on the specific aspect you want to emphasize.

Which is more appropriate, "ensure robustness" or "ensure reliability"?

Both "ensure robustness" and "ensure reliability" are valid, but "ensure robustness" often implies resistance to unexpected conditions or failures, while "ensure reliability" focuses on consistent and dependable performance. Choose the one that best fits the specific context.

What's the difference between "ensure robustness" and "ensure resilience"?

"Ensure robustness" focuses on preventing failures or maintaining functionality under stress, while "ensure resilience" emphasizes the ability to recover quickly after a failure. They are related but have slightly different nuances. Consider the context to choose the more appropriate phrase.