a refined model

USAGE SUMMARY

The phrase "a refined model" is correct and usable in written English.
It can be used to describe a model that has been improved or made more sophisticated, often in the context of research, design, or analysis. Example: "After several iterations, we finally developed a refined model that accurately predicts consumer behavior."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Of these new models, the one with the minimum Modeller energy was selected as a refined model.

Bioinformatics

The geometric non-linear solution requires a refined model to compute the stress-dependent Wagner coefficient.

Computers & Structures

By contrast, localization that arises, e.g., from inelastic deformation requires a refined model.

Computer Methods in Applied Mechanics and Engineering

This work presents a refined model of the stress distribution in double-lap joint assemblies.

International Journal of Adhesion and Adhesives

Instead the authors consider the shell modal forms in order to generate a refined model.

Engineering Structures

A refined model was subsequently applied to guide the development of ER tablet formulations.

Journal of Pharmaceutical Sciences

The output of this stage is a refined model with its related hypotheses as shown in Fig. 1.

Journal of Software Engineering Research and Development

It is also important to mention that additional variables might cause model over-fitting rather than representing a refined model.

Journal of Big Data

A refined model and numerical procedure for the non-linear analysis of reinforced concrete frames is presented.

Computers & Structures

Beyond its predictive capability, the proposed approach grasps some fundamental aspects of the bacterium physiology by including a refined model.

Automatica

The best reduced model is a refined model that offers the lowest possible error for a given number of variables.

Composite Structures

Expert writing Tips

Best practice

When describing scientific or technical advancements, use "a refined model" to indicate that the current iteration represents a significant improvement over previous versions. Be specific about what aspects of the model have been refined to provide greater clarity.

Common error

Avoid using "a refined model" when the changes are minor or insignificant. Ensure that the improvements genuinely enhance the model's accuracy, reliability, or functionality to justify the term.

Linguistic Context

The phrase "a refined model" functions as a noun phrase, where "refined" acts as a descriptive adjective modifying the noun "model". Ludwig AI confirms the acceptability of this phrase, indicating its proper grammatical structure and meaningful usage in various contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "a refined model" is a grammatically correct and frequently used phrase, as confirmed by Ludwig AI, primarily within scientific and technical domains. It effectively communicates the concept of an improved or more sophisticated model. Ludwig examples illustrate its usage in diverse research areas, emphasizing the importance of accurately representing advancements. While alternatives like "an improved model" or "a sophisticated model" exist, "a refined model" specifically implies a meticulous and detailed enhancement process.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

an enhanced model

Focuses on the improvement aspect, suggesting the model has been made better.

a sophisticated model

Emphasizes the complexity and advanced nature of the model.

an improved model

Directly states that the model is in a better state than before.

an advanced model

Highlights the model's cutting-edge nature and capabilities.

a precise model

Indicates the model's accuracy and attention to detail.

a detailed model

Focuses on the level of detail and comprehensiveness included in the model.

a polished model

Suggests the model is well-developed and free from imperfections.

an optimized model

Highlights that the model has been improved for maximum efficiency.

a streamlined model

Focuses on the model's efficiency and simplicity.

a fine-tuned model

Suggests the model has been adjusted for optimal performance.

FAQs

How can I use "a refined model" in a sentence?

You can use "a refined model" to describe an improved or more sophisticated version of a model. For instance, "The researchers developed "a refined model" to predict climate change more accurately."

What are some alternatives to "a refined model"?

Alternatives include "an improved model", "a sophisticated model", or "an enhanced model" depending on the specific nuance you want to convey.

Is it better to say "a refined model" or "an improved model"?

Both "a refined model" and "an improved model" are correct, but "a refined model" suggests a more meticulous and detailed enhancement process, while "an improved model" is a more general term.

What is the difference between "a refined model" and "a simplified model"?

"A refined model" implies increased sophistication and accuracy, whereas "a simplified model" indicates a reduction in complexity, often to improve understandability or computational efficiency. They represent opposite approaches to model development.