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
a simulated environment
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "a simulated environment" is correct and usable in written English.
It can be used in contexts related to virtual settings, training scenarios, or experimental conditions that mimic real-life situations. Example: "The researchers conducted their experiments in a simulated environment to better understand the effects of the new drug."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(14)
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
Yoshida explained the unique appeal of VR as the sense of being bodily present in a simulated environment.
News & Media
The architecture has been implemented and tested in a simulated environment.
A version of the architecture is implemented and is evaluated in a simulated environment.
Science
The performance of the algorithm was tested in a simulated environment.
The result is a satisfactory learning of the navigation assignment in a simulated environment.
The volunteers drove through a simulated environment while answering questions like, "When did you last get gas for your car?" and "Name the last movie you saw".
News & Media
Further, we implement the proposed framework and extensively test it on both a simulated environment and on a real cloud.
Science
A case study is formulated from a simulated environment for demonstrating the application of the EPS system.
Science
To train the core models, the team mostly used synthetic data from a simulated environment.
News & Media
The actual training takes place inside a simulated environment," said Microsoft in a blog post.
News & Media
The artificial neural networks which evolve can be used to guide robots in a simulated environment.
Science & Research
Expert writing Tips
Best practice
When describing experiments or training scenarios, use "a simulated environment" to clearly indicate that the setting is not real but designed to mimic real-world conditions for controlled observation or practice.
Common error
Avoid assuming that results obtained within "a simulated environment" directly translate to real-world outcomes without further validation. Simulated environments offer controlled conditions, but they may not capture all the complexities of real-world scenarios.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a simulated environment" functions primarily as a noun phrase, often serving as the object of a preposition (e.g., 'in a simulated environment') or as a subject complement. It describes a setting or condition created artificially to mimic reality, as demonstrated by Ludwig's examples.
Frequent in
Science
45%
News & Media
25%
Academia
15%
Less common in
Formal & Business
10%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "a simulated environment" is a grammatically sound and frequently used term, particularly within scientific, academic, and news media contexts. As Ludwig AI confirms, it's used to describe artificial settings designed to mimic real-world conditions for controlled study or training. While interchangeable with alternatives like "a virtual setting" or "an artificial environment", it's important to avoid overgeneralizing findings from simulated settings to real-world scenarios without proper validation. The high frequency and authoritative sources indicate its importance in technical and research discourse.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
a virtual setting
Replaces 'simulated' with 'virtual', emphasizing the computer-generated aspect.
an artificial environment
Replaces 'simulated' with 'artificial', highlighting the man-made nature of the setting.
a computer-generated environment
Specifies that the environment is created using computer technology.
a synthetic environment
Uses 'synthetic' instead of 'simulated', stressing the artificial composition.
a controlled experimental setting
Focuses on the environment as a setting for controlled experiments.
a model environment
Uses 'model' to convey that the environment is a representation of something real.
a mock environment
Implies that the environment is a replica or imitation for training or testing.
a training simulation
Emphasizes the use of the environment for training purposes.
a virtual world
Broader term referring to any computer-generated environment, often interactive.
an immersive simulation
Highlights the immersive quality of the simulated environment.
FAQs
How is "a simulated environment" used in research?
In research, "a simulated environment" allows scientists to study phenomena under controlled conditions that mimic real-world scenarios, enabling them to isolate variables and observe effects more easily. It's also useful when real-world experimentation is impractical or unethical.
What are some alternatives to using "a simulated environment" in my writing?
Depending on the context, you could use "a virtual setting", "an artificial environment", or "a computer-generated environment". Each emphasizes a different aspect of the non-real setting.
When is it appropriate to use "a simulated environment" instead of a real one?
"A simulated environment" is appropriate when real-world testing is too dangerous, expensive, or impractical. It allows for controlled experimentation and risk-free training, but findings should be validated in real-world conditions when possible.
What are the limitations of "a simulated environment"?
Limitations include the inability to fully replicate the complexity and unpredictability of real-world conditions. Results obtained in "a simulated environment" may not always translate directly to real-world outcomes due to factors not accounted for in the simulation.
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
4.5/5
Expert rating
Real-world application tested