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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
simulated by a
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "simulated by a" is correct and usable in written English.
It can be used when describing a process or system that is being replicated or modeled by a specific entity or method. Example: "The behavior of the system was simulated by a complex algorithm to predict its performance under various conditions."
✓ 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
60 human-written examples
The inter-cellular medium is simulated by a Monte-Carlo simulation on a 2d square lattice.
Science
A trajectory of the wild-type response to an environmental perturbation was simulated by a random initialization of the simulation.
Science
The physical certainty of the sighted actor, gleaned from palpable knowledge of the physical world, has to be simulated by a blind performer and based on faith.
News & Media
The porous silicon is simulated by a material layer.
Science
The core part is simulated by a distributed resistance model.
Science
The chloride profile was simulated by a multispecies model.
The surface defects are simulated by a single atomic vacancy.
Science
The impact process is simulated by a quasi-static analysis.
Eventually multiple gene functions could be simulated by a single pill.
Science & Research
Fig. 4. Cumulative distributions of IGpe values simulated by a bootstrap method.
Science
The overall behaviour of the device needs to be simulated by a field-circuit coupled method.
Expert writing Tips
Best practice
When using "simulated by a", clearly specify what is doing the simulating (e.g., a model, a program, a method) to provide context and clarity.
Common error
Avoid using "simulated by a" without specifying what is doing the simulating. For example, instead of "the process was simulated by a", specify "the process was simulated by a computational model".
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "simulated by a" functions as a passive construction, indicating that something is being acted upon. It connects a subject to the means or agent carrying out the simulation. As Ludwig AI confirms, the phrase is usable in written English.
Frequent in
Science
96%
News & Media
3%
Formal & Business
1%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "simulated by a" is a common and grammatically correct construction used to describe a process, system, or behavior being replicated or modeled by a particular means. Ludwig AI confirms the phrase's correctness and provides numerous examples, predominantly from scientific sources. The main communicative purpose of "simulated by a" is to articulate the methodology behind replicating scenarios for analysis and prediction, as observed in the contexts provided by Ludwig. In essence, the phrase serves as a bridge connecting a subject with the agent conducting the simulation, making it a valuable tool in technical and analytical writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
modeled using a
Focuses on the use of a model in the simulation, rather than just the simulation itself.
replicated with a
Emphasizes the act of reproducing a process or result with a specific tool or method.
represented through a
Highlights the representation aspect, suggesting a symbolic or abstract portrayal.
mimicked via a
Suggests a close imitation or mirroring of a process, often to understand its behavior.
emulated by means of a
Implies a more technical or precise form of imitation, often in a computational context.
imitated with the help of a
Highlights the role of assistance or a specific tool in the process of imitation.
mirrored through a
Focuses on the reflection or correspondence between the simulation and the real thing.
approximated using a
Emphasizes that the simulation is an estimation or close representation but not exact.
miraged by a
Focuses on an illusionary representation, a mirage that is made possible.
illustrated via a
Focuses on clarifying or explaining a process or phenomenon through simulation.
FAQs
How can I use "simulated by a" in a sentence?
Use "simulated by a" to describe a process or system being replicated or modeled by a specific entity or method. For example, "The effects of climate change were "simulated by a" complex computer model".
What are some alternatives to "simulated by a"?
You can use alternatives like "modeled using a", "replicated with a", or "represented through a" depending on the specific context.
What is the difference between "simulated by a" and "modeled by a"?
While similar, ""simulated by a"" often implies a dynamic process or system being replicated, whereas "modeled by a" refers to a static representation or abstraction.
In what contexts is "simulated by a" most appropriate?
"Simulated by a" is particularly suited for scientific, engineering, and computational contexts where processes are being replicated for analysis, prediction, or understanding.
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested