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
relation according to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "relation according to" is correct and usable in written English.
It can be used when discussing how something is connected or related based on a specific criterion or perspective. Example: "The findings of the study show a strong relation according to the demographic factors analyzed."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
29 human-written examples
A relation according to which ΔK must be decreased has been derived assuming that the monotonic plastic zone size can be decreased at a constant rate with increase in crack length without adversely affecting the integrity of the FCGR data.
This work presents a qualitative analysis that classifies this relation according to the physical system, the origin of steady-state multiplicity (thermokinetic, isothermal or truly kinetic) and the shape of the rate curve.
Science
The experimental results suggest that the incremental stress strain relation for the transition loading path within the so-called yield surface from one yield state to another may be related to the displacement increments that correspond to the change of microscopic folding mechanisms instead of the usual elastic relation according to the classical plasticity theory.
However poorly Colonel Tunnell led the Fifth Brigade, however dysfunctional its command climate might have been as a result, and however vocally he prioritized killing over counterinsurgency, there can be "no causal relation," according to Twitty, between these failures and faults and anything an individual soldier might or might not have done.
News & Media
Plot of the density-speed relation according to Weidmann's fundamental diagram function of Equation 3 [48].
Science
While neither of these claims, on its own, is novel, their relation, according to Anomalous Monism, is.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
31 human-written examples
She warned of "further damages" to Chinese-American relations, according to the New China News Agency.
News & Media
Energy and exergy relations according to the First and Second Law of Thermodynamics are derived.
If the US had granted asylum, it could have strained US-Chinese relations, according to the New York Times.
News & Media
DEALINGS between agencies and advertisers are improving after two years of strained relations, according to an annual survey.
News & Media
But the company had fewer than two dozen workers and little experience with public relations, according to several ex-employees.
News & Media
Expert writing Tips
Best practice
When using "relation according to", clearly specify the source or criteria that the relation is based on to avoid ambiguity. For example, "the relation according to economic theory" is more precise than just "the relation".
Common error
Avoid using "relation according to" without providing sufficient context. The phrase implies a specific framework or source, so omitting this can lead to confusion or misinterpretation. Always clarify the basis for the relation.
Source & Trust
86%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "relation according to" functions as a connector, indicating a connection or association that is determined or defined by a particular source, standard, or perspective. It introduces a specific framework within which the relationship is understood. Ludwig AI confirms its correctness and usability.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "relation according to" is used to denote a specific connection or association defined by a particular source or framework. Ludwig AI identifies the phrase as grammatically correct. While not exceedingly common, the phrase appears most frequently in scientific and formal contexts. It’s important to specify the reference or standard to avoid ambiguity. When writing, it is best to provide a clear indication of which standard you are using when employing the phrase "relation according to". More casual options such as "based on" may be more appropriate in informal settings.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
relationship based on
Replaces "relation" with "relationship", emphasizing the nature of the connection.
connection in accordance with
Substitutes "relation" and "according to" with more formal synonyms.
correspondence as per
Uses "correspondence" instead of "relation" and replaces "according to" with "as per", providing a slightly more technical feel.
link in compliance with
Replaces "relation" with "link" and "according to" with "in compliance with", suggesting adherence to a rule or standard.
association following
Uses "association" for "relation" and "following" for "according to", which is less formal.
correlation as defined by
Replaces "relation" with "correlation", which is more specific to statistical relationships, and uses "as defined by" for clarity.
dependency as stated in
Emphasizes a dependency and specifies that it is explicitly stated in a source.
interrelation as indicated by
Uses the more formal term "interrelation" and clarifies that the relationship is being pointed out by something.
tie-in consistent with
Replaces "relation" with "tie-in" and indicates agreement or consistency.
pattern in line with
Uses "pattern" for "relation" and emphasizes that something is aligned with something else.
FAQs
How can I use "relation according to" in a sentence?
Use "relation according to" to describe a connection or association that is defined or determined by a specific source, rule, or perspective. For example, "The risk assessment was performed in "relation according to" industry standards".
What is a more formal way to say "relation according to"?
A more formal alternative to "relation according to" is "relationship based on" or "connection in accordance with". These options provide a similar meaning while using more elevated language.
How does "relation according to" differ from "in relation to"?
"Relation according to" implies a specific source or criteria that defines the relationship. "In relation to" is a more general phrase used to indicate a connection or relevance without necessarily specifying the basis of that connection.
When should I use ""relation according to"" versus "based on"?
"Relation according to" is appropriate when the relationship is explicitly dictated by a standard, theory, or guideline. "Based on" is suitable for more general associations or conclusions drawn from evidence or observations.
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
86%
Authority and reliability
4.1/5
Expert rating
Real-world application tested