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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 restricted by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as restricted by" is correct and usable in written English.
It can be used to indicate limitations or constraints imposed by certain conditions or regulations. Example: "The project must be completed as restricted by the budgetary constraints set forth by the management."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
is equivalent to
in the wishes of
rapidly thereafter
for the immediate future
Very soon
somewhere later
one week before
at the early time
in the next weeks
during the previous years
it is important to remember
not yet completed
to avoid disruption
in accordance with direction from
a couple of books before
if not soon
in two days
as excellent as
in a flash
as instructed by the directive
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
3 human-written examples
Molecular diffusion results from a random, microscopic translational motion of water molecules and the water mobility as restricted by cell membranes (barriers).
Science
All drugs are classified as restricted by the Norwegian Medicines Agency.
Science
As restricted by the estimation process, the means of the predicted values based on OLS were always the same as that of the observed values; but the median of the predicted values were larger than that of the observed ones.
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
By using peptides that were previously shown to be recognized by CD8+ T cell responses in the respective study subjects, we were able to test both immunodominant T cell epitopes that had not been optimally defined as well as epitopes restricted by HLA alleles for which tetramers were not readily available.
Science
Another aspect perceived as negatively restricted by obesity was lifestyle, as measured trough liveliness.
Science
It is better, then, to translate his existentially unloaded quantifiers as unrestricted quantifiers, and his existentially loaded quantifiers as quantifiers restricted by an existence predicate.
Science
The oxidation resistance of the Zr-doped TiCON coatings was not as high as expected and restricted by 600 °C.
While there is no nudity and seemingly no other questionable content, the video was flagged by YouTube users after being on the site for just three weeks and was then listed as "age restricted" by the company.
News & Media
These epitopes were not distinguished by their conservation, but rather, varied to the same degree as those restricted by other alleles.
Science
In terms of the environment participants described their choice as being restricted by the nature of the environment that the service-user was within and a need to "contain" them safely within that environment.
Science
Of immunodominant HIV-specific CD8+ T-cell responses of the B*27/57 neg patients in this study, more than 2/3 were not directed against the same or overlapping sequences as those restricted by B27 or B57.
Science
Expert writing Tips
Best practice
Use "as restricted by" to clearly indicate that a particular action, process, or ability is being limited by a specific factor or set of rules.
Common error
Ensure that the restriction factor following "as restricted by" is clearly specified to avoid ambiguity. For example, instead of saying "performance as restricted by factors", specify "performance as restricted by budget constraints."
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as restricted by" functions as a prepositional phrase that modifies a verb or noun, indicating that an action or characteristic is subject to certain limitations. It's used to specify the factor or condition that imposes the restriction, showing a clear cause-and-effect relationship. Ludwig AI confirms its usability.
Frequent in
Science
50%
News & Media
33%
Formal & Business
17%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "as restricted by" is a prepositional phrase used to clearly indicate that a specific factor is imposing limitations on something. Ludwig AI confirms this phrase is correct and usable, although it is relatively rare. It's often found in scientific, news, and formal contexts where precise language is essential. When using the phrase, make sure to specify the restricting factor to avoid vagueness. Alternatives like "as limited by" or "as governed by" can provide similar meaning depending on the context. The key is to maintain clarity and precision in your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
as limited by
Focuses on the extent of the limitation.
as constrained by
Emphasizes the force or pressure causing the limitation.
as governed by
Highlights the rules or principles that dictate the restriction.
as dictated by
Suggests that the restriction is a direct result of a specific command or requirement.
as conditioned by
Implies that the restriction is dependent on certain preconditions.
subject to
Indicates that something is vulnerable to or affected by certain limitations.
bound by
Highlights an obligation or commitment that causes the restriction.
in accordance with restrictions of
A more formal way of stating a compliance with certain limitations.
within the bounds of
Implies operating inside a defined set of limitations.
under the limitations of
Directly refers to the limitations affecting something.
FAQs
How can I use "as restricted by" in a sentence?
Use "as restricted by" to show that something is limited or controlled by a specific factor. For example, "The experiment's scope was "as restricted by" the available resources."
What's a more formal alternative to "as restricted by"?
Formal alternatives include "as governed by" or "in accordance with", which provide a similar meaning in a more elevated register.
Is there a difference between "as restricted by" and "as limited by"?
While similar, "as limited by" emphasizes the extent of the limitation, while "as restricted by" emphasizes the controlling factor itself. The choice depends on which aspect you want to highlight.
Can "as restricted by" be used in legal or technical contexts?
Yes, "as restricted by" is suitable for legal or technical contexts where precision in defining limitations is necessary. It clearly indicates that a rule, regulation, or constraint is in effect.
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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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested