derived from simulation models

USAGE SUMMARY

The phrase "derived from simulation models" is correct and usable in written English.
It can be used when discussing data, results, or conclusions that originate from simulation models in various fields such as science, engineering, or economics. Example: "The findings presented in this report are derived from simulation models that analyze climate change impacts."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Together, these findings illustrate that conclusions derived from simulation models of glucose and insulin kinetics are not always in agreement with real-life conditions.

Diabetes Care

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The transient scenarios considered were derived from simulations with the Hadley Centre for Climate Prediction and Research's Climate Model 2 (HandM2) and Climate Model 3 (HadCM3) of the UK Met Office.

Columbia University

The average value is derived from simulations of 100 times.

EURASIP Journal on Wireless Communications and Networking

However, we would like to explicitly point out that our results were derived from simulations based on the Ricker model and it is possible that species whose dynamics are not well approximated by the Ricker might respond differently to pinning [29].

Plosone

Full symbols and lines are derived from simulations of the SCN model and open symbols are derived from the computational study of bacterial proteomes mentioned above [ 39].

BMC Evolutionary Biology

The filtered seismograms of the vertical component derived from the 2D simulation (model A2) showed the propagation of the distinct pulse-like trapped P waves at longer distances (Figure 9a).

Earth, Planets and Space

A three-dimensional simulation model is derived from this mathematical model.

Journal of Theoretical Biology

Third, the ztz240-KCNQ2 binding model derived from the docking simulation was further optimized by MD simulation.

Cell Research

Using approximations for the short-circuit current in the edge region, which are derived from numerical simulations, the model allows for the extraction of dark-saturation currents as well as for geometrical grid optimization.

Solar Energy Materials and Solar Cells

For each set of 100 replicates, estimated best-fit models derived from each simulation were compared with the known model under which replicate datasets were simulated.

BMC Evolutionary Biology

This study presents a methodology of constructing tailored scenarios for assessing runoff flows including extreme conditions (peak flows) from an array of future climate change signals of rainfall and potential evapotranspiration (ETo) derived from the climate model simulations.

Journal of Hydrology

Expert writing Tips

Best practice

When using "derived from simulation models", ensure the simulation models are clearly defined and their parameters are understood by your audience. This provides context for the results you are presenting.

Common error

Avoid implying that results "derived from simulation models" are definitive predictions. Instead, frame them as possible outcomes based on the assumptions and limitations of the models.

Linguistic Context

The phrase "derived from simulation models" functions as a descriptive modifier, specifying the origin of data, results, or conclusions. It indicates that information has been obtained or inferred through the use of simulation models, as supported by Ludwig AI.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "derived from simulation models" is a grammatically sound and commonly used phrase, particularly in scientific and technical writing. As Ludwig AI explains, it indicates that results, conclusions, or data originate from simulation models. While versatile, it's essential to ensure clarity by properly defining the nature and parameters of the simulation models being referenced. Alternatives like "based on", "obtained from", and "calculated using" can offer nuanced variations depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on simulation models

Replaces "derived from" with "based on", emphasizing the foundation provided by simulation models.

obtained from simulation models

Focuses on the act of acquiring information from simulation models.

determined through simulation models

Indicates a process of finding something out using simulations.

calculated using simulation models

Highlights the use of simulation models in performing calculations.

estimated via simulation models

Focuses on using simulation models for estimations.

projected from simulation models

Emphasizes the predictive nature of simulation models.

inferred from simulation models

Highlights the process of drawing conclusions from the simulations.

produced by simulation models

Stresses the generative aspect of simulation models.

simulated outcomes

Shortened to focus on the results produced by simulations.

modeled results

Replaces the longer phrase with a briefer description of modeled outcomes.

FAQs

How can I use "derived from simulation models" in a sentence?

You can use "derived from simulation models" to describe findings or conclusions that come from computer-based simulations. For example: "The optimal dosing strategy was "derived from simulation models" of drug pharmacokinetics."

What are some alternatives to "derived from simulation models"?

Alternatives include phrases like "based on simulation models", "obtained from simulation models", or "calculated using simulation models". The best choice depends on the specific nuance you want to convey.

Is it better to say "derived from simulation models" or "based on simulation models"?

Both "derived from simulation models" and "based on simulation models" are grammatically correct and widely used. "Derived from" implies a more direct line of reasoning or calculation, while "based on" suggests a broader foundation.

What does it mean when results are "derived from simulation models"?

When results are "derived from simulation models", it means they were generated through computer-based simulations that mimic real-world processes. These simulations use mathematical equations and algorithms to predict outcomes based on specific inputs and assumptions.