Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to the modelling
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to the modelling" is correct and usable in written English.
It can be used when referencing information or conclusions derived from a specific model or simulation in various fields such as science, economics, or engineering. Example: "According to the modelling, we can expect a significant increase in temperature over the next decade."
✓ Grammatically correct
News & Media
Science
Academia
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
5 human-written examples
Australia could meet tougher greenhouse gas emission targets without extra economic pain, according to the modelling used by the Abbott government to decide on post-2020 emission reduction targets that have been labelled "pathetically inadequate".
News & Media
A science graduate with a starting debt of $34,000 and a starting salary of $50,000 who gets annual pay rises of 2% above inflation would take 21 years to repay their loan, according to the modelling.
News & Media
Mathematical modelling was carried out using the Migratest Lite 2001 software (FABES 2003), which is based on the analytical solution of Fick's second law according to the modelling guideline (Simoneau 2010) and suitable for modelling migration from monolayer materials in well-mixed liquids.
The LR model needed 18 23 events per variable to reach an optimism <0.01, whereas the optimism of the RF model remained high, except for the reference model RF, in which case optimism was <0.01 at 163 events per variable.> -wrap-foot> Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.
For the reference models CART and RF, none of the modelling techniques was able to generate a model with optimism <0.01.> -wrap-foot> Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
ANN and ANFIS controllers are trained according to the model.
The Fed's ability to offset these losses is modest according to the model.
Academia
Badger culling alone did not lead to TB eradication, according to the model.
News & Media
The ocean warmed, too — and according to the model, it began losing oxygen.
News & Media
According to the model, there are two types of performance trajectories in every market.
News & Media
The men said that they intended to continue running the businesses according to the model he had established.
News & Media
Expert writing Tips
Best practice
When using "according to the modelling", ensure the modelling is clearly defined and its parameters are understood by your audience. Provide context on the modelling's methodology and limitations.
Common error
Avoid presenting results derived "according to the modelling" as absolute facts. Always acknowledge the inherent uncertainties and assumptions within the modelling process.
Source & Trust
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to the modelling" functions as a prepositional phrase used to attribute information, predictions, or conclusions to a specific modelling process. As Ludwig AI states, the phrase is correct and usable. Examples from Ludwig show it in use in diverse contexts from economics to environmental science.
Frequent in
Science
40%
News & Media
40%
Academia
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "according to the modelling" is a grammatically correct prepositional phrase used to attribute information to a specific modelling process. As Ludwig AI confirms, it is suitable for formal and scientific contexts. While less common than "according to the model", it emphasizes the process and methodology involved in creating the model. The phrase appears mostly in science, news, and academic sources, indicating its association with data-driven analysis and research. Remember to use it when you want to add authority to information by referencing a rigorous modelling effort, but always be mindful of the inherent uncertainties in any modelling process.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on the modelling
Replaces "according to" with "based on", focusing on the foundation the modelling provides.
following the modelling
Suggests adherence to a specific modelling approach or methodology.
as per the modelling
Uses a more formal tone, indicating compliance with the modelling's dictates.
in line with the modelling
Emphasizes alignment and consistency with the modelling's predictions or results.
consistent with the modelling
Highlights the agreement between other data and the modelling's output.
the modelling suggests
Shifts the focus to the modelling itself as the source of information.
the modelling indicates
Similar to "suggests" but implies a stronger degree of evidence from the modelling.
the modelling predicts
Specifically refers to forecasts or projections made by the modelling.
the modelling demonstrates
Highlights the modelling's ability to prove or show something.
the modelling implies
Suggests that the modelling leads to a certain conclusion without explicitly stating it.
FAQs
How can I use "according to the modelling" in a sentence?
Use "according to the modelling" to attribute a claim, prediction, or conclusion to a specific modelling process. For example, "According to the modelling, the sea levels will rise significantly by 2050."
What phrases are similar to "according to the modelling"?
You can use alternatives like "based on the modelling", "following the modelling", or "as per the modelling" depending on the context.
Is it better to say "according to the model" or "according to the modelling"?
Both "according to the model" and "according to the modelling" are grammatically correct. "According to the model" is more common, while "according to the modelling" might be used when emphasizing the process or methodology of creating the model.
When should I avoid using "according to the modelling"?
Avoid using "according to the modelling" when the source of information isn't a formal modelling process, or when a more direct attribution to a specific person or source is more appropriate.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested