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
based on these definitions
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on these definitions" is correct and usable in written English.
You can use it when you want to indicate that your conclusions or statements are derived from specific definitions previously mentioned. Example: "Based on these definitions, we can conclude that the term 'sustainability' encompasses both environmental and social dimensions."
✓ 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
33 human-written examples
Based on these definitions, direct computation of fuzzy inverse matrix is done using fuzzy arithmetic and fuzzy equation system.
Science
Based on these definitions, we present a classification of a very general class of deterministic, continuous-time and discrete-time metapopulation models.
Based on these definitions, we formalize the three heuristics proposed by Stone et al. into rules to identify functional modules in function structures: (1) sequential flow rule, (2) parallel flow rule and (3) flow transformation rule.
Science
Based on these definitions, Algorithm 1 presents D-MIAT.
Based on these definitions, the evolution of DCTS algorithm in (5) can be written as (8).
We have compared the existing trust models based on these definitions.
Human-verified similar examples from authoritative sources
Similar Expressions
27 human-written examples
Based on these semantic definitions, not only the explicitly asserted knowledge in ontologies but also the implied knowledge, which is derived through inference, is considered for the sake of ontology assessment.
Science
Based on these two definitions, we will apply Pontryagin's Maximum Principle [20, 27 29] to determine the optimal control's functional form and study its properties.
Based on these preliminary definitions, we say F is an anti-nabla difference of f on N a if and only if ∇ F ( t ) = f ( t ) for t ∈ N a + 1.
Prevalences based on these 3 definitions are presented in Table 5.
Science
19 Though overlap exists between these models, 20 to date, published scores based on these operational definitions demonstrate only poor to moderate predictive powers for adverse outcomes within the acute medical care setting.
Science
Expert writing Tips
Best practice
When using "based on these definitions", ensure the definitions are clearly stated beforehand to avoid ambiguity. This helps the reader understand the logical basis of your argument or analysis.
Common error
Avoid using "based on these definitions" without actually providing or referencing the definitions. Readers shouldn't have to guess what definitions you're relying on.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on these definitions" functions as an adverbial phrase modifying a verb or clause. It introduces the basis or foundation for a subsequent statement or argument, indicating that the conclusion is logically derived from the stated definitions. Ludwig AI states that this is grammatically correct.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "based on these definitions" is a grammatically sound and useful tool for establishing a clear logical connection between defined terms and subsequent statements, according to Ludwig AI. While not exceedingly common, it finds frequent use in scientific and academic writing to ensure precision. To maximize its impact, always provide clear definitions and avoid assuming prior knowledge. Consider alternatives such as "according to these definitions" or "in light of these definitions" for stylistic variation. Remember that the phrase serves to justify your reasoning and bolster credibility.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to these definitions
Changes the preposition used, offering a slightly more direct alternative.
in light of these definitions
Emphasizes using the definitions to understand or clarify something.
given these definitions
Implies that the definitions are a known condition or premise.
considering these definitions
Highlights the act of taking the definitions into account.
premised on these definitions
Indicates that the definitions form the foundation of an argument or idea.
deriving from these definitions
Focuses on the process of obtaining something from the definitions.
drawing from these definitions
Similar to "deriving from", but emphasizes the extraction of information.
grounded in these definitions
Suggests a strong, fundamental connection to the definitions.
as defined by these terms
Highlights that the subsequent statements adhere strictly to a specific terminology.
pursuant to these definitions
Indicates action taken in accordance with the definitions.
FAQs
How can I use "based on these definitions" in a sentence?
You can use "based on these definitions" to introduce a conclusion or statement that logically follows from previously established definitions. For example, "Based on these definitions, we can categorize these elements into distinct groups".
What are some alternatives to "based on these definitions"?
Some alternatives include "according to these definitions", "in light of these definitions", or "given these definitions". You can also use "as defined by".
Is it better to say "based on these definitions" or "according to these definitions"?
Both "based on these definitions" and "according to these definitions" are grammatically correct and can be used interchangeably. The choice often depends on personal preference or stylistic considerations.
What does "based on these definitions" imply?
Using "based on these definitions" implies that the following statements or conclusions are directly derived from and consistent with the specific definitions that have been provided. It adds a sense of logical rigor to your argument.
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
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested