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 extending with
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by extending with" is not standard in written English and may cause confusion.
It could be used in contexts where you are describing the act of adding or enhancing something, but it is better to use more conventional phrasing. Example: "The project can be improved by extending with additional features that enhance user experience."
Science
News & Media
Bioinformatics
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
The SDE model extensions should be incorporated as additional state variables in, or by extending with additional reactions for entries of that are non-negligible.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
To be more precise, two matrices can be aligned by extending M1 with zero columns at all positions overlapping with M2 but not with M1, and by extending M2 with zero columns at all positions overlapping with M1 but not with M2.
We model R x, y) as a graph pattern (P_R), by extending Q with a (dotted) edge q x, y).
Science
The same theory can be obtained by extending EM with (P.152) instead, for in the presence of extensionality the two schemas are equivalent.
Science
Genzyme is stepping up its presence in the currently hot oncology world by extending relationships with Bayer Healthcare for three drugs compounds.
News & Media
Using such a store, developers should be able to build new applications and services by configure and compose the existing components, or by extending them with new functionalities.
Science
This can be achieved in two ways: either by folding the last L rows back to the top or by extending it with L more columns.
We demonstrate the latter by extending STRAF with e.g., constant folding and type-specialization optimizations, which are commonly found in dedicated trace-based JIT compilers.
Finally, we will enhance our framework's knowledge discovery capacity, by extending it with more distributed machine learning approaches, in an attempt to raise its potential on the continuously growing field of Big Data analytics.
Science
At the same time, being a programming library meant that it was relatively easy to work around the problems and limitations by extending it with the desired functionality without modifying the Luigi core library.
Science
For instance, OWL-Q [29], an extensible ontological specification for semantic QoS-based WS description, bypass this limitation by extending OWL with SWRL rules reasoning about relations between properties in order to enforce constraints.
Expert writing Tips
Best practice
When using "by extending with", ensure the context clearly indicates that you are adding something new to an existing base. For clarity, specify what is being extended and what is being added.
Common error
While technically correct, "by extending with" can sound overly formal or technical in everyday language. Opt for simpler alternatives like "by adding" or "by including" when the technical nuance isn't necessary.
Source & Trust
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by extending with" functions as a prepositional phrase, often indicating a method of modification or enhancement. It specifies how something is being improved or expanded. As Ludwig AI points out, it can sound somewhat formal and may be replaced by simpler alternatives depending on the context.
Frequent in
Science
65%
News & Media
20%
Formal & Business
15%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "by extending with" is a prepositional phrase used to describe the process of adding or enhancing something, predominantly in technical or scientific contexts. While grammatically correct, Ludwig AI recommends considering simpler alternatives like "by adding" or "by including" for broader appeal and clarity. The phrase functions to specify a method of modification and is generally found in formal registers. While valid, its relative infrequency suggests that careful consideration should be given to whether a more direct phrasing would be more suitable for the intended audience and purpose.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
by augmenting with
Replaces "extending" with "augmenting", suggesting a process of increasing something.
by supplementing with
Uses "supplementing" instead of "extending", indicating the addition of something to complete or enhance.
by enhancing with
Substitutes "extending" with "enhancing", focusing on improving the quality or value of something.
by enriching with
Employs "enriching" to suggest adding elements that make something more meaningful or substantial.
by incorporating with
Replaces "extending" with "incorporating", indicating a more integrated inclusion.
by integrating with
Similar to incorporating, emphasizing the seamless combination of elements.
by adding to
A simpler alternative, focusing on the act of adding.
by including with
Focuses on the act of including something.
through the addition of
A more formal and descriptive way of expressing the same concept.
by building upon
Suggests expanding or developing something further using existing elements.
FAQs
How can I rephrase "by extending with" to sound less formal?
Consider using simpler alternatives like "by adding", "by including", or even just "with" depending on the context. These options are more common in general writing.
Is "by extending with" always grammatically correct?
While grammatically sound, "by extending with" can sometimes sound awkward if a more direct phrasing would suffice. Ensure it clearly conveys the intended meaning of adding or enhancing something.
What's the difference between "by extending with" and "by supplementing with"?
"By extending with" generally implies adding to an existing structure or framework, while "by supplementing with" suggests filling in gaps or providing what's lacking. The choice depends on whether you're expanding or completing something.
In what contexts is "by extending with" most appropriate?
"By extending with" is most suitable in technical, scientific, or formal contexts where precise language is valued. For instance, when describing modifications to models, systems, or processes.
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
3.8/5
Expert rating
Real-world application tested