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 a function of utilization
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as a function of utilization" is correct and usable in written English.
It is typically used in technical or analytical contexts to describe how one variable changes in relation to another, specifically utilization. Example: "The efficiency of the system varies as a function of utilization, indicating that higher usage leads to diminishing returns."
✓ Grammatically correct
Science
Alternative expressions(1)
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
1 human-written examples
In summary, if the conventional wisdom about high utilizers is that SUDs are highly prevalent and increasing sharply as a function of utilization, it is not observed in the Texas Medicaid population.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
The behavior of ∆TREG as a function of the utilization factor and of the temperature of the hot source is explored in the manuscript.
Finally, we explore the optimal design choices for the number of cores as a function of performance, utilization, and energy efficiency.
Fig. 8 Erlang capacity as a function of the utilization factor of the primary channels for the scenarios described in Table 6.
Analytical techniques used in this study allows for the planning, predictability, and measurement of drug abuse treatment success as a function of service utilization.
This trend is also shown by the linear regression line where it is possible to predict the average gain per task as a function of the utilization of the task set.
Both spectrum handoff and non-spectrum handoff cases are considered for scenarios 1 and 3 Fig. 9 Optimum number of reserved channels to achieve the Erlang capacity is shown in Fig. 8, as a function of the utilization factor of the primary channels for the scenarios described in Table 6.
Both spectrum handoff and non-spectrum handoff are considered for scenarios 1 and 3 Fig. 10 Inter-cell handoff arrival rate for the Erlang capacity is shown in Fig. 8, as a function of the utilization factor of the primary channels for the scenarios described in Table 6.
On the other hand, for offered traffic loads given by the Erlang capacity values presented in Fig. 8, Fig. 10 plots, the inter-cell handoff arrival rate as a function of the utilization factor of the primary channels for the scenarios described in Table 6 (both SH and NSH cases are considered).
Figure 6 shows the SDN delay as a function of the network utilization ρ.
The degradation mechanism of micro-tubular Solid oxide fuel cells (mSOFC) has been studied as a function of the fuel utilization (FU from 40 to 80%) along the tube (inlet, center and outlet).
Science
Expert writing Tips
Best practice
When using "as a function of utilization", clearly define what 'utilization' refers to in your specific context to avoid ambiguity. For instance, specify whether it's resource utilization, service utilization, or something else.
Common error
Avoid assuming that because something changes "as a function of utilization", utilization is the sole cause. Other factors may also influence the relationship, so acknowledge potential confounding variables.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as a function of utilization" acts as an adverbial phrase modifying a verb or clause. It indicates that the characteristic or behavior being described is dependent on or varies with the level of utilization. According to Ludwig AI, this phrase is correct and usable in written English.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "as a function of utilization" is a grammatically correct phrase used to describe how one thing changes in relation to the extent to which something is used. Ludwig AI confirms its usability. It's commonly found in technical and scientific writing to express dependence or covariation. Remember to clearly define what "utilization" means in your context, and avoid assuming that utilization is the sole cause of the observed relationship.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
a function of the degree of utilization
Adds specificity by explicitly mentioning 'degree', emphasizing the extent of utilization.
depending on utilization
Focuses on the conditional aspect, emphasizing that something varies based on the level of utilization.
in relation to utilization
Highlights the connection or association between two elements, indicating a correlation.
based on utilization
Emphasizes that something is grounded or reliant on the degree of utilization.
as determined by utilization
Highlights that utilization is the deciding factor or the method of measurement.
governed by utilization
Indicates that utilization is the controlling or regulating factor.
proportional to utilization
Specifies a direct relationship where one element increases or decreases at a consistent rate with utilization.
reflective of utilization
Suggests that something mirrors or is indicative of the level of utilization.
contingent on utilization
Highlights that something is conditional and dependent on utilization occurring.
as usage increases
Simplifies the phrasing, directly linking an increase in usage to a corresponding effect.
FAQs
How can I use "as a function of utilization" in a sentence?
You can use "as a function of utilization" to describe how one variable changes in relation to the degree of something being used. For example, "The system's efficiency varies as a function of utilization" means the efficiency changes depending on how much the system is used.
What are some alternatives to "as a function of utilization"?
Alternatives include "depending on utilization", "in relation to utilization", or "based on utilization". The best choice depends on the specific nuance you want to convey.
Is it better to say "as a function of utilization" or "depending on the utilization rate"?
Both phrases are correct, but "as a function of utilization" is more formal and often used in technical or scientific contexts. "Depending on the utilization rate" is slightly more informal. Choose the one that best suits your audience and the overall tone of your writing.
What does "utilization" specifically refer to when using "as a function of utilization"?
"Utilization" refers to the extent to which something is used or employed. It could refer to resource utilization, service utilization, capacity utilization, or any other measurable form of usage. Always ensure the context makes the specific type of utilization clear.
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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested