according to the models

USAGE SUMMARY

The phrase "according to the models" is correct and usable in written English.
It can be used when referencing information, predictions, or conclusions derived from specific models or frameworks in various fields such as science, economics, or statistics. Example: "According to the models, we can expect a significant increase in temperature over the next decade."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

According to the models, optimized process parameters were achieved, and implemented in practice.

Microelectronic Engineering

The spray drying conditions were optimized according to the models to maximize the yield and efficiency of the process.

International Journal of Pharmaceutics

According to the models generated by the design, the concentration of starch had a positive effect in all properties.

Journal of Food Engineering

According to the models, the optimized values of warpage and volumetric shrinkage are 0.287222 mm and 13.6613%, respectively.

Journal of the Mechanical Behavior of Biomedical Materials

According to the models, utilities are allowed to use ratepayer revenue only to reimburse themselves for the costs of operating the grid.

Yale University

Kansas is by far Democrats' best potential pickup opportunity -- although Orman refuses to say which party he would caucus with in Washington -- according to the models.

The Washington Post

According to the models, a rise in temperature increased overall species richness and caused only one species to lose all suitable habitat.

Nature

To achieve that, according to the models on which the IPCC bases its calculations, global emissions will have to be cut to half their 1990 levels by 2050.

The Economist

Over and over, a common pattern emerges: Legal scholarship posits simplistic models of individual behavior derived from the first-order liberal commitments and then evaluates emerging legal and technical regimes that govern information flow according to the models.

Princeton University

That wasn't supposed to happen, according to the models; instead, most had predicted a clear win for him, with two calling for him to win by almost 20 percentage points.

The New York Times

The paper contains a proposal for the classification of some selected constructional materials starting from the material properties as assumed according to the models based on the Manson Coffin Basquin (MCB) and Ramberg Osgood (RO) laws.

International Journal of Fatigue

Expert writing Tips

Best practice

When using "according to the models", ensure that the models you are referencing are clearly defined and understood by your audience. Provide context on the type of models and their limitations.

Common error

Avoid stating results as absolute truths when using "according to the models". Always acknowledge that models are simplifications of reality and may have inherent uncertainties or limitations. Qualify statements with phrases like 'may suggest' or 'indicate a possibility'.

Linguistic Context

The phrase "according to the models" functions as a prepositional phrase that modifies a statement, indicating the source of the information. This highlights that the subsequent information is based on specific models, as supported by examples in Ludwig.

Expression frequency: Very common

Frequent in

Science

66%

News & Media

20%

Academia

14%

Less common in

Ludwig's WRAP-UP

In summary, the phrase "according to the models" is a grammatically correct and frequently used phrase employed to attribute information to specific models. As Ludwig AI confirms, its usage spans across various fields, most notably in science, news, and academia. This phrase serves the purpose of lending credibility and grounding claims in established frameworks. While suitable for a neutral register, it is crucial to clearly define the referenced models. Alternatives such as "based on the models" or "as per the models" offer similar functionalities with slight variations in emphasis. The phrase's high frequency and wide acceptance make it a valuable tool for effective communication, provided that it is used with precision and clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the models

This alternative directly indicates the foundation or source of the information.

as per the models

This phrase is a more formal way of saying "according to", suitable for technical or official contexts.

in line with the models

This indicates agreement or consistency with what the models predict or show.

consistent with the models

Highlights that the observed data or conclusions align with the models' predictions.

the models suggest

This is a more direct way of attributing the information to the models.

the models indicate

Similar to 'suggest', but implies a stronger level of evidence or support from the models.

the models predict

Specifically emphasizes the predictive capability of the models.

drawing from the models

Emphasizes the act of extracting information or insights from the models.

utilizing the models

Highlights the use of the models as a tool or resource.

as demonstrated by the models

This alternative stresses that the models actively show or prove something.

FAQs

How do I use "according to the models" in a sentence?

Use "according to the models" to introduce findings, predictions, or conclusions that are derived from specific models. For example: "According to the models, global emissions need to be cut in half by 2050."

What can I say instead of "according to the models"?

You can use alternatives like "based on the models", "as per the models", or "the models suggest" depending on the specific context.

Is it necessary to specify which models I am referring to when using "according to the models"?

Yes, clarity is important. Ideally, you should specify or provide context about which models you are referencing. If the models are well-known within your field, it may be sufficient to refer to them generally. Otherwise, provide a citation or brief description.

What's the difference between "according to the model" and "according to the models"?

"According to the model" refers to a single, specific model, while "according to the models" refers to multiple models. Use the singular form when you are referencing only one model's findings and the plural form when referencing findings across several models.