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
a minimal representation of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "a minimal representation of" is correct and usable in written English.
You can use it when describing a simplified or essential version of something, often in contexts like art, data, or theoretical concepts. Example: "The diagram provides a minimal representation of the complex system, making it easier to understand the key components."
✓ Grammatically correct
Science
News & Media
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
12 human-written examples
The exponential coordinate is a minimal representation of the rotation matrix, but it can avoid singularities.
"This is still only a minimal representation of a human," said Griffith, but this kind of system could eventually eliminate the need for animal testing.
Hence, in our experiments, we monitor 5 addresses as a minimal representation of practical attacks.
Science
Using maximal cliques, this method extracts a minimal representation of the graph that determines the clique complex.
Science
Linear analysis has been made using normal mode technique, while for weakly nonlinear analysis, we have used a minimal representation of truncated Fourier Series involving only two terms.
Science
A notable similarity was the strong emphasis on academic reading ability required to complete course reading assignments as opposed to a minimal representation of listening, speaking, and writing skills at the undergraduate level.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
48 human-written examples
For complex systems such as biological networks, rather than a precise description of the dynamics, which requires a quantity of kinetic details rarely accessible in large scale systems, it is often more reasonable to use a minimal representation, such as a graph of interactions between the molecular variables of interest [ 1- 4] and perhaps a sign describing the mode of the pairwise interaction.
Science
In this paper we derive the singularity-free dynamic equations of vehicle manipulator systems using a minimal representation.
In this paper we derive the singularity-free dynamic equations of AUV-manipulator systems using a minimal representation.
Science
The purpose of stratification was to ensure a minimal representation in each subgroup to make further analyses possible.
One of the strengths of the FCA method applied here is its ability to give a complete, but minimal representation of observed or simulated data.
Science
Expert writing Tips
Best practice
When using "a minimal representation of", ensure that the simplification retains the core essence of the subject matter. The goal is clarity, not obfuscation. Choose aspects that are most relevant to the point you want to illustrate.
Common error
Avoid reducing a concept to the point where it becomes misleading or inaccurate. Ensure your "a minimal representation of" still provides sufficient context for understanding.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a minimal representation of" functions as a noun phrase that modifies another noun, indicating that the noun it modifies is being presented in a simplified or reduced form. This is supported by Ludwig's examples, where it's used to describe models, data, and systems.
Frequent in
Science
70%
Academia
20%
News & Media
10%
Less common in
Encyclopedias
0%
Wiki
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "a minimal representation of" is a grammatically sound and useful expression in English, primarily employed to denote a simplified or reduced form of a concept, model, or system. According to Ludwig, this phrase is most frequently observed within scientific and academic contexts, indicating its suitability for formal and professional communication. While the expression is not exceptionally common, it serves a crucial role in conveying complex information in an accessible manner. When utilizing "a minimal representation of", ensure the simplification maintains core essence and avoids the common error of oversimplification, as this could misrepresent critical information. Alternatives such as "a simplified version of", "an essential depiction of", and "a basic model of" may be considered based on specific contextual needs.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
a simplified depiction of
Focuses on the act of simplifying the representation.
a basic model of
Emphasizes the use of a model to represent fundamental aspects.
an essential abstraction of
Highlights the process of abstracting key elements.
a core illustration of
Stresses the illustrative nature of the representation.
a condensed version of
Indicates a shorter, more compact representation.
a stripped-down account of
Suggests removing unnecessary details for clarity.
a schematic overview of
Implies a structured and simplified visual representation.
a rudimentary portrayal of
Highlights the basic or initial stage of representation.
a bare-bones framework for
Focuses on providing the foundational structure.
an abridged form of
Emphasizes the shortened nature of the representation.
FAQs
How can I effectively use "a minimal representation of" in a sentence?
Use "a minimal representation of" to introduce a simplified version of a complex concept, model, or system. For example, "The diagram provides "a minimal representation of" the data flow."
What phrases are similar to "a minimal representation of"?
Similar phrases include "a simplified version of", "an essential depiction of", or "a basic model of". Choose the phrase that best fits the specific context.
Is it appropriate to use "a minimal representation of" in formal writing?
Yes, "a minimal representation of" is suitable for formal and academic writing, particularly when discussing models, systems, or data. However, ensure clarity and avoid oversimplification.
When should I avoid using "a minimal representation of"?
Avoid using "a minimal representation of" if the simplification leads to misinterpretation or omits crucial information. In such cases, a more detailed explanation may be necessary.
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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
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested