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
simulated via computation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "simulated via computation" is correct and usable in written English.
You can use it in contexts where you are discussing processes or models that are created or replicated through computational methods. Example: "The weather patterns were simulated via computation to predict future climate changes."
✓ Grammatically correct
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Above: SDR vs HDR comparison, simulated (via YouTube).
News & Media
It includes a variety of formalisms: (i) Boolean models, simulated via synchronous update or by computation of steady-states, (ii) semi-quantitative constrained Fuzzy logic, and (iii) ordinary differential equations (ODEs) derived from the logical model [ 30].
Science
The postbuckling behavior is also simulated via the numerical method.
Acceleration processes are simulated via a Matlab/Simulink program.
Science
Effects of substrates, or environments more generally, can be simulated via hydrogenation or halogenation, and/or strains.
Science & Research
However, the network is simulated via Gillespie's algorithm.
This capacity is simulated via Monte Carlo statistical method using (50).
Various enzymatic manipulations of these mDNA molecules are simulated via toehold-mediated DNA strand displacement reactions.
Academia
Spatio-temporal expression trajectories in virtual syncytial embryos were simulated via reaction-diffusion models.
Science
Indeed, quantum circuits cannot be used directly to simulate classical computation, but the latter can still be simulated on a quantum computer using an intermediate gate, namely the Toffoli gate.
Science
If this were a quantum computation being simulated on a classical computer, every intermediate step could easily need more numbers to describe it than there are atoms in the observable Universe.
Science & Research
Expert writing Tips
Best practice
When using "simulated via computation", ensure that the context clearly establishes the purpose and method of the simulation, making it evident that computational techniques are central to the simulation process.
Common error
Avoid using "simulated via computation" in contexts where simpler language would suffice. While technically correct, it can sound unnecessarily complex. Consider whether "computer simulation" or "digital model" would be clearer and more accessible to your audience.
Source & Trust
60%
Authority and reliability
3.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "simulated via computation" functions as a prepositional phrase describing the method by which a simulation is achieved. It specifies that the simulation is carried out using computational techniques. Ludwig indicates that this phrase is grammatically correct.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "simulated via computation" describes a process where simulations are created using computational methods. While grammatically sound, its usage appears to be limited, as confirmed by Ludwig's analysis. The phrase is most suited for formal and scientific contexts where the specifics of the simulation methodology are relevant. For broader audiences, simpler terms like "computer simulation" may improve clarity. Ludwig indicates that this phrase is grammatically correct, although infrequent.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
modeled using computation
Replaces "simulated via" with "modeled using", focusing on the creation of a model through computation.
computed through simulation
Inverts the order, emphasizing computation as the means of simulation.
replicated computationally
Replaces "simulated via computation" with a concise adverbial phrase, emphasizing computational replication.
emulated by computational means
Uses "emulated" to suggest imitation, specifying "computational means" as the method.
digitally modeled
Highlights the digital aspect of the modeling process.
computationally derived simulation
Focuses on simulation as the result of computational derivation.
computer-based simulation
Specifies the simulation as being based on computer technology.
simulation through algorithms
Highlights the use of algorithms in creating the simulation.
computationally generated simulation
Emphasizes that the simulation is generated by computational processes.
virtually computed simulation
Uses "virtually" to emphasize the non-physical, computational nature of the simulation.
FAQs
How can I rephrase "simulated via computation" for clarity?
Consider alternatives like "modeled using computation" or "computed through simulation" depending on the context. Simpler terms may enhance understandability.
What does "simulated via computation" emphasize?
It emphasizes that the simulation is specifically created or replicated through computational methods, highlighting the role of computers or algorithms in the simulation process.
Is "simulated via computation" appropriate for non-technical audiences?
It might be too technical for a general audience. Using phrases like "computer-based simulation" or "digital model" could improve comprehension for those without specialized knowledge.
In what fields is "simulated via computation" commonly used?
While it can appear in various fields, it's most commonly found in scientific research, engineering, and areas where computational modeling and simulations are prevalent.
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
60%
Authority and reliability
3.5/5
Expert rating
Real-world application tested