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
as preferred in
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as preferred in" is correct and usable in written English.
It can be used to indicate a choice or recommendation that aligns with someone's preferences or established guidelines. Example: "The design should follow the color scheme as preferred in the company branding guidelines."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
4 human-written examples
(These characteristics were revealed as preferred in the individual level analysis of the previous section).
Science
The implementation of node2vec in Python is available on the authors' website.14 We obtain 128 dimension embeddings for a node using DeepWalk and node2Vec as preferred in the algorithms.
Science
The implementation of LINE in C++ has already been published by the authors.12 To enhance the performance of this algorithm, we set embedding dimensions as 256 (i.e., 128 dimensions for the first-order proximities and 128 dimensions for the second-order proximities) in LINE algorithm as preferred in its implementation.
Science
It is notable for T. aestivum that in three cases the RSCU was greater for female-than male-specific genes (bold values, no asterisk, Table 2) for G or C ending codons that had not been previously identified as preferred, but had been described as preferred in Z. mays and other plant species [ 42].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
Therefore, gliclazide, glipizide and third generation SUs (i.e. glimepiride) have been suggested as preferred agents in the elderly [ 102, 166, 167].
Science
Rest breaks may need to be enforced as the temptation is for off duty staff to 'hang around' (18, 27, 41), with rest often difficult when teams work in 12-hour shifts as preferred by respondents in this study.
We assumed that anthills act as preferred larval habitats in dependence on climate or vegetation structure.
Science
The most common forage species reported by pastoralists as preferred by camels in Moroto included Balanites aegyptiaca, Euphorbia tirucalli, Barleria acanthoides and Grewia mollis (Table 4).
Science
That includes wanting to dominate midfield, based on a 4-2-3-1 4-2-3-1 4-2-3-1 4-2-3-1 mosystembs in the Bundesligas
News & Media
These reports highlight the common practices of physical punishment and public humiliation as preferred methods of discipline in Caribbean settings [ 14, 16].
These letters were followed by a telephone survey conducted in Vietnamese by Vietnamese-speaking interviewers conversant in the local dialect or in English, as preferred by respondents.
Expert writing Tips
Best practice
When using "as preferred in", always cite the specific source or guideline to ensure clarity and avoid ambiguity.
Common error
Avoid using "as preferred in" without specifying where the preference originates. Failing to do so leaves the reader uncertain about the basis of the preference.
Source & Trust
84%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as preferred in" functions as a prepositional phrase that modifies a noun or clause, indicating a choice or action that is aligned with a specified preference or guideline. As Ludwig AI indicates, this use is grammatically correct.
Frequent in
Science
75%
News & Media
13%
Formal & Business
12%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "as preferred in" is grammatically correct and serves to indicate a choice or action that aligns with a specified preference, often sourced from a document or guideline. Ludwig AI indicates that the phrase is correct and usable in written English. While not exceedingly common, it finds its primary usage in scientific and formal contexts. For clarity, always cite the source of the preference when using this phrase. Alternatives such as "as specified in" or "as recommended in" can be used depending on the specific context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as recommended in
Points to suggestions from a reputable source.
as specified in
Indicates adherence to specific instructions or guidelines.
in line with
Highlights correspondence or agreement.
as outlined in
Refers to a documented procedure or plan.
in accordance with
Emphasizes compliance or agreement with set rules.
following the guidelines of
Highlights that action is being taken according to an official body.
as detailed in
Highlights the presence of comprehensive information.
consistent with
Points out coherence with a certain standard.
pursuant to
Suggests action taken following a directive.
according to
Highlights a source of information.
FAQs
How can I use "as preferred in" in a sentence?
You can use "as preferred in" to indicate a choice or recommendation that aligns with specific guidelines or someone's preferences, for example: "The method was implemented "as preferred in" the latest research paper".
What are some alternatives to "as preferred in"?
Alternatives include "as specified in", "as recommended in", or "according to", depending on the context.
When is it appropriate to use "as preferred in"?
It's suitable when you want to highlight that a particular option or approach is chosen based on a documented preference or established guideline.
What's the difference between "as preferred in" and "as suggested in"?
"As preferred in" implies a stronger endorsement or established guideline, while "as suggested in" indicates a recommendation that may not be mandatory.
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
84%
Authority and reliability
3.8/5
Expert rating
Real-world application tested