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
by way of generating
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by way of generating" is correct and usable in written English.
It can be used to indicate a method or means of producing something, often in a formal or technical context. Example: "The research aims to improve efficiency by way of generating new algorithms that optimize performance."
✓ Grammatically correct
Science
News & Media
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
Although the use of sacrificial initiator would alleviate this problem, by way of generating sufficient concentration of Cu II) to control the atom transfer equilibrium, this would result in the formation of free polymer that will have to be separated from the reaction mixture.
Science
The EEG recording is also used to assess unconsciousness by way of generating evoked responses.
Science
Herein, using cultured cardiomyocytes, we demonstrate that LacCer specifically induces cardiac hypertrophy by way of generating reactive oxygen species (ROS) to transduce a signal transduction pathway leading to this phenotype.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
The virus itself has been postulated to induce thyroid auto-antibodies by ways of generating high endogenous IFN levels triggering off autoimmune thyroid disease in susceptible individuals, similar to Coxsackievirus.
Science
This approach uses a control flow graph to analyse additional behaviour added by aspects as a way of generating regression testing requirements.
Use an app review plug-in: Good ratings are paramount and review plug-ins, which ask users for feedback while in-app, are by far the most effective way of generating positive reviews.
News & Media
District heating has two major benefits: it cuts fuel bills by providing a more efficient way of generating heat and hot water, with heat generated centrally and distributed through pipes to nearby homes; and by providing more efficient heat and hot water it cuts carbon emissions.
News & Media
The advent of massively parallel (next-generation) sequencing is now starting to change this picture by providing a cost-effective way of generating large amount of sequence data in species where there is no prior knowledge of the genome sequence [ 8- 10].
Science
Dr Naranjo, by contrast, has devised a compact way of generating high voltages at much lower power using a so-called pyroelectric crystal.Heating such a crystal (or, rather, warming it from -30°C to just above freezing point) deforms its structure in a way that concentrates positive charge in one place and negative charge in another.
News & Media
"Like any bar-owner, I'm a little skeptical because I'm used to the traditional way of generating revenue by bringing patrons in," Vilma tells me.
News & Media
Owing to the way of generating MAdL by immunisation of mice with preparations of fractions of primary human AECII, we do not yet know the target molecule of MAdL.
Science
Expert writing Tips
Best practice
Use "by way of generating" in formal or technical contexts when you want to emphasize a specific method or means of production.
Common error
Avoid using "by way of generating" in informal writing. Simpler alternatives like "by creating" or "through generating" may be more appropriate.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by way of generating" functions as a prepositional phrase modifying a verb or noun. It specifies the method or means through which something is produced or brought into existence. Ludwig confirms this is a correct and usable phrase.
Frequent in
Science
66.66%
News & Media
33.33%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "by way of generating" is a grammatically correct prepositional phrase used to specify the method or means through which something is produced. Ludwig AI confirms its usability in written English, particularly in formal or technical contexts. While less common than simpler alternatives, it provides a precise way to describe a process of creation. Use it judiciously in contexts where formality and clarity are paramount, and be mindful of potentially more direct phrasing alternatives for general purposes.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
through the process of generating
This alternative is more verbose and emphasizes the process involved.
by means of generating
This alternative uses a different preposition but maintains a similar level of formality.
via the generation of
This option restructures the sentence to focus on the 'generation' aspect.
by creating
This is a more concise option that replaces the prepositional phrase with a gerund.
through generating
A simpler alternative using 'through' instead of 'by way of'.
by the act of generating
This version emphasizes the action of generating.
using the method of generation
This phrase highlights a specific method being employed.
in the process of generating
This option focuses on "generating" as an ongoing activity.
employing the generation of
This is a formal alternative emphasizing the use of generation.
leveraging the generation of
This option suggests that the generation is used to gain an advantage.
FAQs
How can I use "by way of generating" in a sentence?
You can use "by way of generating" to describe a specific method or process used to produce something, such as "The research aims to improve efficiency "by way of generating" new algorithms."
What are some alternatives to "by way of generating"?
Some alternatives include "through the process of generating", "by means of generating", or simply "by creating".
Is "by way of generating" formal or informal?
"By way of generating" is generally considered a more formal phrase. In informal contexts, consider using simpler alternatives.
When is it appropriate to use "by way of generating"?
It is most appropriate in formal or technical writing when you want to clearly and precisely indicate the method being used to generate something.
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
4.1/5
Expert rating
Real-world application tested