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
generates fixed
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "generates fixed" is not correct and does not convey a clear meaning in written English.
It may be intended to describe something that produces a fixed outcome or result, but the wording is awkward and unclear. Example: "The system generates fixed outputs based on the input parameters."
⚠ May contain grammatical issues
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
2 human-written examples
Due to the fact that the UGS generates fixed size data packets on a periodic basis and it guarantees the bandwidth for UGS queue, each packet entering in the UGS queues is marked with a deadline.
A seed is a set of selected positions within a window which generates fixed length subsequences when slid along a string.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Furthermore, we prove that multipled fixed point results can, in fact, generate fixed point results of lower dimensions.
Among all literature introducing load forecasting techniques, most of them focus on point forecasting by generating fixed forecasting point at a specific moment in the future.
The first service class called Unsolicited Grant Services (UGS) is designed to support real time data streams that generate fixed size packets at periodic intervals.
Moreover, the proposed method eliminates the chattering effects by smoothing the control law in a narrow boundary layer for generating fixed switching pulse for both shunt and series converter.
These services support real-time applications generating fixed and variable data rates along with applications requiring a guaranteed data rate while being insensitive to delays and applications with no rate or delay requirements.
Given the availability of different transgenic lines in the same NPB background, we generated fixed lines of Piz-t/APIP12-KD-46-2, Piz-t/APIP12-KD-49-2, Piz-t/APIP12-OX-69, Piz-t/APIP12-OX-70 by crossing between Piz-t transgenic lines and APIP12-KD and -OX lines.
Science
Genotype data for each of the fourteen inbred strains was represented 250 times to generate fixed populations of inbred mice.
Science
ChemAxon's Java API [54] was utilized to generate fixed-length ECFP_4 binary fingerprints with a length of 1,024 bits.
Science
Extended Connectivity Fingerprints (ECFP) were calculated in RDKit using a Python based script to generate fixed-length ECFP4 binary fingerprints with a length of 1,024 bits counting each bit once [29].
Science
Expert writing Tips
Best practice
For technical writing, consider more precise alternatives like "produces constant values" or "yields predetermined results" for better clarity.
Common error
Avoid using "generates fixed" in formal writing. This construction sounds unnatural; opt for clearer alternatives such as "produces fixed" or "generates fixed-length".
Source & Trust
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "generates fixed" functions as a verb phrase followed by an adjective, aiming to describe the act of producing something with a predetermined or unvarying characteristic. However, according to Ludwig AI, this phrase is not considered grammatically correct.
Frequent in
Science
100%
News & Media
0%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, while "generates fixed" attempts to convey the idea of producing something predetermined, Ludwig AI identifies it as grammatically awkward and not the best choice for formal writing. The phrase appears primarily in scientific contexts. For clearer and more effective communication, alternatives such as "produces constant", "creates stable", or "yields predetermined" are recommended. By opting for these alternatives, you can ensure your writing is both precise and grammatically sound.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
produces constant
Replaces "generates" with a more direct synonym and "fixed" with "constant" to improve grammatical flow.
creates stable
Uses "creates" instead of "generates" and "stable" instead of "fixed" for enhanced clarity and grammatical correctness.
yields predetermined
Substitutes "generates" with "yields" and "fixed" with "predetermined" to give a more formal and precise tone.
provides invariable
Employs "provides" instead of "generates" and "invariable" instead of "fixed" for a more technical and unyielding sense.
forms unchangeable
Replaces "generates" with "forms" and "fixed" with "unchangeable" emphasizing the immutability of the result.
delivers static
Uses "delivers" instead of "generates" and "static" instead of "fixed" to highlight the unchanging nature of the output.
results in consistent
Substitutes "generates" with "results in" and "fixed" with "consistent" to focus on the predictable outcome.
outputs regulated
Replaces "generates" with "outputs" and "fixed" with "regulated" to underscore the controlled nature of the production.
establishes certain
Uses "establishes" instead of "generates" and "certain" instead of "fixed" to convey a sense of definiteness and reliability.
manufactures rigid
Substitutes "generates" with "manufactures" and "fixed" with "rigid" suggesting a firm and inflexible outcome.
FAQs
How can I rephrase "generates fixed" to sound more natural?
Instead of "generates fixed", you can use phrases like "produces constant", "creates stable", or "yields predetermined" to improve clarity and flow.
Is "generates fixed" grammatically correct?
While understandable, "generates fixed" is not the most grammatically sound phrase. It's better to use alternatives that provide a clearer and more standard construction, such as "produces fixed".
What's a more formal alternative to "generates fixed"?
For formal contexts, consider using "yields predetermined" or "provides invariable" as these options offer greater precision and sophistication.
How does the context affect the best alternative for "generates fixed"?
The best alternative depends on the context. For technical descriptions, "produces constant values" may be suitable. For general use, "creates stable" is often appropriate.
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
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested