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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
serve as input to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "serve as input to" is correct and usable in written English.
It can be used in contexts where you are describing something that provides data or information to a system, process, or function. Example: "The user’s preferences will serve as input to the recommendation algorithm, helping it to suggest more relevant content."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(3)
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
28 human-written examples
The results of this paper will serve as input to future exploration of lunar surface.
Science
But the questionnaire did not serve as input to the constitutional drafting process, either.
News & Media
Stereo sequences of people in motion serve as input to our system.
Results serve as input to a computer program that calculates the Bacon anisotropy factor (BAF) and orientation parameter (R).
Science
Quantitative Precipitation Estimates (QPEs) can serve as input to distributed hydrologic models to issue flood and flash flood forecasts in mountain watersheds.
Science
The reconstructed states then serve as input to an approximate Riemann solver that determines the numerical fluxes at two Gaussian quadrature points along the cell boundary.
Human-verified similar examples from authoritative sources
Similar Expressions
32 human-written examples
Then raw and adjusted MQPEs serve as inputs to the NWS distributed hydrologic model-threshold frequency framework (DHM-TF).
Science
These two time series serve as inputs to a conceptual sewer model for generation of influent time series.
These statistics would serve as inputs to reliability evaluation including the determination of exceedance probability of a given threshold by some local spatial average property.
Science
The primary features combined with three auxiliary texture quantities serve as inputs to classifiers for the recognition of true MCs so as to decrease the false positive rate.
Whereas material flows serve as inputs to be acted upon by the system, regulatory flows refer to cellular processes that serve to control the process response to material inputs.
Science
Expert writing Tips
Best practice
Use "serve as input to" when you want to emphasize that something provides essential data or information that directly influences a subsequent process or system. This phrase highlights the active role of the input in shaping the outcome.
Common error
Avoid using "serve as input to" when you merely mean something has a general influence. This phrase implies a more direct and technical relationship where the 'input' is processed or used in a defined way, not just considered as background information.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "serve as input to" functions primarily as a connector, indicating that something provides essential data or information that is then utilized by a process, system, or function. Ludwig AI confirms this with numerous examples across various contexts.
Frequent in
Science
80%
Academia
15%
Formal & Business
3%
Less common in
News & Media
2%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "serve as input to" is a grammatically correct and commonly used expression, as supported by Ludwig AI. It functions as a connector, indicating that something provides essential data or information to a process or system. This phrase is most frequently used in scientific and academic contexts, and its formality makes it suitable for technical writing. When using this phrase, ensure you are describing a direct relationship where the 'input' actively shapes the outcome. For alternative phrasings, consider options like "act as data source for" or "contribute to", depending on the intended nuance.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
provide data for
Directly states that data is being supplied, without implying a specific function.
supply information to
Directly conveys the act of providing information without further implication.
furnish data to
Similar to "provide data", but may suggest a more formal or complete provision.
act as a data source for
Focuses on the role of providing data rather than directly influencing a process.
feed into
Implies a continuous and direct flow of information into a process.
function as a basis for
Emphasizes the foundational aspect, indicating something is used as a starting point.
inform the development of
Indicates a directional influence, where information guides a development process.
contribute to
Highlights the action of adding to a larger process, less specific about information flow.
be used as a resource for
Suggests a broader utility beyond just input, implying a source of support.
be instrumental in
Shows a high level of importance in achieving an outcome, but does not explicitly refer to information.
FAQs
How can I use "serve as input to" in a sentence?
Use "serve as input to" to describe data, information, or results that feed into a specific process or system. For instance, "The experimental data will "provide data for" the model calibration."
What are some alternatives to using "serve as input to"?
You can use alternatives like "act as a data source for", "contribute to", or "provide data for" depending on the specific context.
Is it correct to say "serve as inputs to"?
Yes, "serve as inputs to" is grammatically correct. Use "inputs" when referring to multiple sources of information feeding into a process. For example, "The student's grades and attendance record "act as a data source for" their overall evaluation."
What is the difference between "serve as input to" and "inform the development of"?
"Serve as input to" suggests a direct, technical feeding of data into a process. "Inform the development of" indicates that something guides or influences the development process, which is less direct and more general.
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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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested