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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to expressions
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to expressions" is not correct and does not convey a clear meaning in written English.
It may be intended to reference specific expressions or sayings, but it lacks clarity and context. Example: "According to expressions commonly used in literature, love is often described as a journey."
⚠ May contain grammatical issues
Engineering Structures
Urban Rail Transit
EURASIP Journal on Wireless Communications and Networking
EURASIP Journal on Image and Video Processing
Plosone
Alternative expressions(2)
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
5 human-written examples
The pile is modelled as a Euler Bernoulli beam having a generic inclination and the soil pile interaction is captured by defining soil impedances according to expressions available in the literature for viscoelastic layers undergoing harmonic vibrations of a rigid disk.
Science
The creepages are calculated according to expressions (35)–(37) as presented in Table 2.
Science
In these two cases, Equation (2) can be simplified according to expressions (3a) and (3b) for (i) and (ii), respectively.
According to expressions (10a) and (10b), the output luminance image is then calculated by normalizing the result of weighted linear combination between the remapped luminance image and the local contrast enhancement component.
Similarly, the inter-patient proximities according to expressions of the specified genes across time provide another unsupervised clustering of patients.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
Based on the combined genotypes for these polymorphisms, we designated each allele as a Hi or Lo expressing allele according to expression levels-resulting in HiHi, HiLo, and LoLo groups.
Academia
Gene differential expression analysis method selects differentially expressed genes according to expression change value of a single gene.
Differentially expressed PS were marked either as increasing or decreasing according to expression ratios between Dex-treated and untreated cells.
Science
According to expression categories on the Chernoff face images, welding quality was classified into five levels and each level just corresponded to a kind of expression.
Furthermore, according to expression variation of a reference gene within a specific tissue, usually two to four reference genes are sufficient.
Science
(where are computed according to expression (4)).
Expert writing Tips
Best practice
Instead of using the awkward phrase "according to expressions", opt for clearer alternatives like "based on the formulas", "as defined by the equations", or "following the models" to ensure your writing is precise and easily understood.
Common error
Don't use "according to expressions" when you actually mean "according to the formulas", "based on the equations", or another more specific term. Vague phrasing can confuse readers and undermine the clarity of your writing.
Source & Trust
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase is intended to function as a prepositional phrase, modifying a verb or noun by indicating the basis or source of information. However, the usage is questionable, and as Ludwig AI points out, the phrase isn't idiomatic.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "according to expressions" is an uncommon and somewhat awkward construction. Ludwig AI indicates that it's not grammatically incorrect but rather unconventional. While the phrase appears in scientific contexts, better alternatives include phrases like "based on formulations", "as defined by the equations", or "following the models". Using these alternatives will enhance the clarity and precision of your writing. In summary, while technically understandable, "according to expressions" should generally be avoided in favor of more standard phrasing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on formulations
Replaces "according to expressions" with a more precise term focusing on how something is structured or presented.
following the formulations
Emphasizes adherence to a set of established guidelines or equations.
as per the formulations
A more formal way of saying "according to", often used in technical or legal contexts.
in accordance with the formulations
Highlights compliance or agreement with a particular set of rules or standards.
consistent with the formulations
Suggests that something aligns or corresponds with a set of stated expressions.
derived from the formulations
Focuses on the origin or source of information, implying that something is obtained from specific expressions.
as defined by the formulations
Specifies that something is understood or interpreted according to a particular set of expressions.
in line with the formulations
Indicates that something is aligned or in agreement with a set of expressions.
pursuant to the formulations
A formal and legalistic way of saying "according to", implying that something is done in accordance with specific expressions.
subject to the formulations
Implies that something is conditional or dependent on specific expressions.
FAQs
What can I say instead of "according to expressions"?
Consider using phrases like "based on the formulas", "as defined by the equations", or "following the models" for improved clarity.
Is "according to expressions" grammatically correct?
While not strictly ungrammatical, "according to expressions" is awkward and not idiomatic. It's better to use clearer and more precise alternatives.
How can I use "based on formulations" instead of "according to expressions"?
Use "based on formulations" when you want to emphasize that something is derived from or reliant on specific, well-defined equations or models. For example, "The results were analyzed based on established statistical formulations".
When is it appropriate to use "as per the formulations"?
"As per the formulations" is suitable in formal or technical contexts where adherence to specific documented procedures or models is crucial. It's a more rigid and official-sounding alternative.
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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
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested