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 replication
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by replication" is correct and usable in written English.
It can be used in contexts related to scientific experiments, data analysis, or processes that involve duplicating results or methods. Example: "The results of the experiment were verified by replication to ensure accuracy and reliability."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(9)
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
58 human-written examples
This and the post-hoc definition of survival groups can both be addressed by replication in an independent OSCC cohort.
Science
The A-listers who exist today are constantly unremarkable; a stripped, creatively minimal community damned by replication.
News & Media
All the same, there's a limit to how much world you can cram into a sculpture, and as Rauschenberg's success grew he became increasingly fascinated by replication.
News & Media
The underlying logic is validation by replication.
Science
These patients are infected by replication competent virus strains.
Science
The production of metallic microstructures by replication of plastic predecessors is under development.
Science
b Adaptive-Miner execution time for datasets with increasing sizes by replication.
Science
The mechanical properties of high-purity aluminum foams produced by replication from salt precursors are measured in compression.
Science
External validity is achieved by replication and nonstatistical reasoning whether we use classical or randomization tests.
We describe here the design of waveguide-Bragg-grating-based temperature sensors, fabricated by replication technologies.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
1 human-written examples
Most such patients are nonetheless infected by replication-competent viruses.
Science
Expert writing Tips
Best practice
When using "by replication" in scientific writing, ensure that the context clearly defines what is being replicated (e.g. experiment, data, results).
Common error
Avoid using "by replication" in informal writing where simpler terms like "by copying" or "through duplication" would be more appropriate.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by replication" functions primarily as an adverbial phrase, modifying a verb or clause to indicate the method or means by which an action is performed. As Ludwig AI shows, this expression is commonly found in scientific and formal contexts to describe how results are confirmed or processes are carried out.
Frequent in
Science
70%
News & Media
15%
Formal & Business
15%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "by replication" is a grammatically sound and commonly used prepositional phrase, primarily found in scientific and technical contexts. Ludwig AI analysis reveals that it functions as an adverbial modifier, emphasizing the method of duplication or repetition. While it's suitable for formal and scientific writing, simpler alternatives like "by copying" may be more appropriate for informal contexts. The phrase is frequently used in science, news and media, and formal business settings to convey validity, scalability, or manufacturing processes.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
through duplication
Replaces "replication" with its synonym "duplication", emphasizing the act of creating a copy.
via reproduction
Substitutes "replication" with "reproduction", highlighting the generative aspect of the process.
by duplication
Similar to "through duplication" but uses a different preposition.
using replication
Emphasizes the act of using replication as a tool or method.
through iterative copying
Specifies that the copying process is iterative, suggesting a series of repetitions.
by iterative reproduction
Combines iterative action and using a different synonym of the root word.
via repeated copying
Uses "repeated copying" to convey the concept of replication.
by copying
Shortens the phrase to focus on the act of copying.
through mirroring
Replaces the action with an action that means copy.
with duplication
Highlights the act of duplicating.
FAQs
How is "by replication" typically used in scientific research?
In scientific research, "by replication" often refers to validating experimental results "by repeating" the experiment under the same conditions to ensure the findings are consistent and reliable.
What are some common alternatives to "by replication"?
Depending on the context, you could use alternatives such as "through duplication", "via reproduction", or simply "by copying".
Is "by replication" more formal than "by copying"?
Yes, "by replication" is generally considered more formal and is often used in scientific, technical, or academic writing, while "by copying" is more common in informal contexts.
In data analysis, what does achieving validation "by replication" mean?
Achieving validation "by replication" in data analysis indicates that similar results were obtained when the analysis was repeated on different datasets or by different researchers, confirming the robustness of the initial findings.
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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested