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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
modeled as
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "modeled as" is correct and usable in written English.
It can be used when describing how something is represented or constructed in a particular way, often in technical or academic contexts. Example: "The system is modeled as a series of interconnected nodes that communicate with each other."
✓ Grammatically correct
Science
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
57 human-written examples
Two errors were modeled as well.
may be modeled as (11).
The user requests are modeled as tasks.
Science
Milestones are modeled as k-weighted constraints.
Science
The transition prior is modeled as (5).
Each domain is modeled as a manifold.
Science
The workflow is modeled as a DAG.
Science
The received signal is modeled as: (13).
The channel is modeled as Rayleigh fading.
These rays are modeled as R-rays.
The channel coefficients are modeled as i.i.d.i.d
Expert writing Tips
Best practice
When using "modeled as", ensure that the model's assumptions and limitations are clearly stated to avoid misinterpretations. For example, clarify if a simplified model is being used for computational efficiency.
Common error
Avoid using "modeled as" without specifying the key parameters and variables included in the model. Vague descriptions can undermine the credibility and reproducibility of your work.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "modeled as" functions as a linking verb phrase indicating how something is represented or constructed in a particular way. As Ludwig AI confirms, it's frequently used to describe the characteristics of a model. Examples from Ludwig showcase its use in describing simulations and representations across various domains.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, "modeled as" is a versatile phrase predominantly used in scientific and technical writing to describe how systems, concepts, or entities are represented in a simplified or abstract form. As Ludwig AI correctly points out, it is grammatically sound and widely accepted in formal language. When using "modeled as", ensure the assumptions and limitations of your model are clear to avoid ambiguity. While alternatives such as "represented as" or "characterized as" exist, "modeled as" specifically highlights the construction of a model for analysis or simulation, a purpose often seen in academic and research contexts.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Represented as
Focuses on depiction or portrayal, shifting from the act of modeling to the state of being represented.
Characterized as
Highlights the description of key attributes, instead of focusing on building a model.
Defined as
Emphasizes formal definitions and established meanings, changing perspective on mathematical modeling.
Considered as
Implies a more subjective evaluation, deviating from a formalized model.
Viewed as
Suggests a particular perspective or interpretation, rather than a structured representation.
Conceptualized as
Focuses on the abstract idea or mental image, instead of a concrete model.
Portrayed as
Implies a depiction, especially in artistic or narrative contexts, instead of a model.
Simulated as
Specifically relates to creating a simulation, which has a computational connotation.
Regarded as
Indicates a general opinion or assessment, less precise than a structured model.
Approximated by
Highlights that the model is not exact and is instead an approximation of a real thing.
FAQs
How can I use "modeled as" in a sentence?
You can use "modeled as" to describe how something is represented or simulated, especially in scientific or technical contexts. For instance, "The economy was "modeled as" a complex system of interacting agents".
What are some alternatives to "modeled as"?
Alternatives include phrases like "represented as", "defined as", or "characterized as", depending on the specific nuance you want to convey.
Is there a difference between "modeled as" and "considered as"?
"Modeled as" typically implies a formal, structured representation, often mathematical or computational, while "considered as" suggests a more subjective evaluation or opinion. For example, the climate can be "modeled as" a complex system but "considered as" unpredictable.
When is it appropriate to use "modeled as" in writing?
It's appropriate when you are specifically describing how a concept or system is being represented in a simplified or abstract form for analysis, simulation, or prediction. This is common in scientific papers, technical reports, and academic writing.
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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
4.5/5
Expert rating
Real-world application tested