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
modelling approaches for
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "modelling approaches for" is correct and usable in written English.
It can be used when discussing different methods or strategies related to a specific subject or field of study. Example: "In this paper, we will explore various modelling approaches for predicting climate change impacts."
✓ Grammatically correct
Science
Alternative expressions(3)
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
26 human-written examples
He organized and co-organized workshops/seminars/schools on (Q SAR and modelling, including: "Quantitative modelling approaches for understanding and predicting mutagenicity and carcinogenicity" Rome, 3-5 September 1997.
Science
Abiotic factors are often incorporated into the most simple modelling approaches (for example, climate envelope modelling) used to predict the future distributions of organisms [ 3].
Science
Modelling approaches for intentional omissions (Mislevy and Wu 1996), that is, models of the joint distribution of item response and disengagement, can be applied to investigate the relations between the model-predicted correctness of an item response and disengaged responding.
While the modelling of evolutionary processes in non-coding sequences has received much attention from a context-dependence point of view in the last two decades, the same cannot be said for modelling approaches for coding sequences, at least not in terms of developed model-based approaches.
Science
Extended Data Fig. 5 Changes in regional climate, satellite greenness and plant carbon fluxes from observation-constrained and modelling approaches for warm- and cold-spring years.
Science & Research
The typical characteristics of and modelling approaches for these three elements are discussed.
Human-verified similar examples from authoritative sources
Similar Expressions
34 human-written examples
Then, to solve this problem, a new 'conditional' modelling approach for FTG modelling of this group and this vehicle category was proposed and tested using the data obtained from Kocaeli City Logistics Master Plan.
Since this relative size characteristic has also proved useful for modelling growth multipliers, a disaggregation modelling approach for linking the two modelling levels described in this paper is very likely to be successful.
Science
To meet these criteria, a new hybrid modelling approach for generating a simulation model and virtual environment from a process plan is presented.
Part I of this study presents the modelling approach for ignition frequencies, sub-models for refrigerant leakage and development of flammable concentration, and the associated consequences, being overpressures and thermal radiation.
Bayesian spatial models are the state-of-the-art modelling approach for assessing spatio-temporal patterns and trends.
Science
Expert writing Tips
Best practice
When discussing the application of specific modeling techniques, be precise in defining the type of "modelling approaches for" you are referring to (e.g., "statistical modelling approaches for" or "agent-based modelling approaches for").
Common error
Avoid using "modelling approaches for" without specifying the context or purpose of the modeling. Always clarify what is being modeled and why, to ensure clarity and relevance.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "modelling approaches for" functions as a noun phrase that introduces a discussion or description of various methods, techniques or strategies employed in creating models. As Ludwig AI confirms, the phrase is correct and usable in written English.
Frequent in
Science
90%
Formal & Business
5%
News & Media
3%
Less common in
Academia
1%
Encyclopedias
0.5%
Wiki
0.5%
Ludwig's WRAP-UP
In summary, "modelling approaches for" is a grammatically correct and frequently used phrase, particularly in scientific and technical contexts. It functions as a noun phrase to introduce discussions about methodologies in model creation. While considered formal, it's essential to ensure clarity by specifying the context of modeling. As Ludwig AI confirms, the phrase is correct and appropriate for use. Alternatives such as "modeling methods for" or "modeling techniques for" can be used for variety, but specifying your "modelling approaches for" is still the best path.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
modeling methods for
Replaces "approaches" with the more direct synonym "methods".
modeling techniques for
Substitutes "approaches" with "techniques", focusing on the technical skills involved.
modeling strategies for
Replaces "approaches" with "strategies", emphasizing the planned actions.
model building methods for
Uses "model building" instead of "modelling", clarifying the activity.
methods of modeling
Rearranges the phrase to a more general structure, focusing on methods.
techniques for model creation
Emphasizes the creation aspect with a slightly different phrasing.
strategies in model design
Focuses on the planning involved in model design.
frameworks for modeling
Emphasizes the use of structures in creating models.
systems for modeling
Suggests structured or organized methods.
algorithms for modelling
Uses "algorithms" which usually refers to calculation or problem-solving operations, especially by a computer
FAQs
How is "modelling approaches for" used in academic writing?
In academic writing, "modelling approaches for" is used to discuss methodologies and techniques employed to create models for analysis and prediction. For example, you might discuss "modelling approaches for" climate change or economic forecasting.
What are some alternative phrases for "modelling approaches for"?
You can use alternatives like "modeling methods for", "modeling techniques for", or "modeling strategies for", depending on the specific context.
When should I use "modelling approaches for" versus "modeling approaches for"?
"Modelling" is the British English spelling, while "modeling" is the American English spelling. Choose the spelling that aligns with your target audience and publication guidelines. Both "modelling approaches for" and "modeling approaches for" are grammatically correct.
What is the difference between "modelling approaches for" and "model approaches for"?
"Modelling approaches for" refers to the methods used in the process of creating models. "Model approaches for" is less common but could refer to different ways that a completed model is used or applied to solve a problem.
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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested