according to variation

USAGE SUMMARY

The phrase "according to variation" is correct and usable in written English.
It can be used when referencing different forms, versions, or changes of something, often in a context where variations are being discussed or analyzed. Example: "According to variation in temperature, the results of the experiment may differ significantly."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

The algorithms can adjust the sampling frequency of the sensors automatically according to variation of the physical world.

EURASIP Journal on Wireless Communications and Networking

The difference is based on the absolute residual energy T absolute, which varies the probability according to variation in the residual energy.

EURASIP Journal on Wireless Communications and Networking

After 2015 year, the amount of spent fuel generation was estimated by using three scenarios that this study assumes according to variation of number of nuclear power plants: the "discontinue scenario", the "maintenance scenario", and the "increase scenario".

Progress in Nuclear Energy

Some 157 forest ecosystems classes were originally derived by subdividing or amalgamating forest types [71] according to variation in floristic composition and environmental variables.

Plosone

Table 1 summarizes the trial types according to variation in the first and second cues.

Cerebral Cortex

We found that parents regulated meal size according to variation in the call rate, but not the acoustic parameters.

Acta Ethologica

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

Only one type of elastin is known; it varies in elasticity according to variations in its cross-linking.

Encyclopedia Britannica

Hence, they varied according to variations of the H2 production performances.

International Journal of Hydrogen Energy

This time may be assigned according to variations in the network configuration.

EURASIP Journal on Wireless Communications and Networking

This paper gives a comprehensive description of the phyllosilicate group; classifying the minerals according to variations in structure.

International Journal of Mineral Processing

Species-specific primer pairs were designed according to variations in the cytochrome oxidase subunit I gene sequences among of these spider species.

Biological Control

Expert writing Tips

Best practice

When using "according to variation", ensure the variation is clearly defined and measurable to avoid ambiguity in your writing.

Common error

Avoid using "according to variation" without specifying what is varying. Be precise about the source and nature of the variation.

Linguistic Context

The phrase "according to variation" functions as a prepositional phrase. It modifies a verb or noun, indicating that something is determined or influenced by the degree or nature of variation. Ludwig AI confirms that this phrase is grammatically correct and is frequently used in scientific contexts.

Expression frequency: Very common

Frequent in

Science

90%

Formal & Business

5%

News & Media

3%

Less common in

Encyclopedias

1%

Wiki

0.5%

Reference

0.5%

Ludwig's WRAP-UP

In summary, "according to variation" is a grammatically correct prepositional phrase primarily used in formal and scientific writing to express a relationship of dependence between a subject and its variations. Ludwig AI analysis highlights its frequent usage in science-related contexts. When using this phrase, ensure that the source and nature of the variation are clearly defined to avoid ambiguity. Consider alternatives like "based on variation" or ""depending on the variation"" to add nuance to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on variation

Replaces "according to" with "based on", indicating a foundation or reason.

depending on the variation

Emphasizes the conditional nature of the relationship, highlighting reliance on specific variations.

in line with variation

Suggests conformity or alignment with the observed variations.

in relation to variation

Highlights the connection or association between the subject and the variation.

as a function of variation

Formal expression indicating a mathematical or direct relationship.

in response to variation

Highlights that something is changing due to the variation.

conditional on variation

The result is conditional on the type of variation.

proportional to variation

Indicates a directly proportional relationship with the variation.

reflective of variation

Highlights that something mirrors or reflects the observed variations.

consistent with variation

Highlights agreement or harmony with the observed variations.

FAQs

How can I use "according to variation" in a sentence?

You can use "according to variation" to indicate that something changes or is determined by the degree or type of variation in a specific factor. For example, "The results differed "according to variation" in temperature".

What are some alternatives to "according to variation"?

Some alternatives include "based on variation", "depending on the variation", or "in line with variation".

Is it more correct to say "according to variation" or "according to variations"?

"According to variation" and "according to variations" are both grammatically correct. The choice depends on whether you are referring to a general concept of variation or to specific instances of variations.

What is the difference between "according to variation" and "in relation to variation"?

"According to variation" suggests that the variation determines something, whereas "in relation to variation" simply indicates a connection or association with the variation.