quantitative simulation model

USAGE SUMMARY

The phrase "quantitative simulation model" is correct and usable in written English.
You can use it in contexts related to data analysis, research, or modeling where numerical data is simulated to study complex systems or phenomena. Example: "The researchers developed a quantitative simulation model to predict the impact of climate change on local ecosystems."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

This work provides a quantitative simulation model toward the rational design of high efficient membranes.

Chemical Engineering Science

Future work involves the completion of stages 4 6, where we will use empirical data to develop the quantitative (simulation) model including testing of different policy options.

Health Research Policy and Systems

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Available models and reliable quantitative simulations are of significant value to predict the spreading rate of desertification and provide an optimal design for sand prevention.

Theoretical and Applied Mechanics Letters

Piecewise linear models are typically not used for quantitative simulations, as the step-like transition between the different domains is often unrealistic.

BMC Systems Biology

A set of quantitative models and simulation procedures are developed to explore the possible airline scheduling responses through reallocating and trimming flights.

Transportation Research Part B: Methodological

Here, we systematically surveyed the effect of these two factors on sporulation using a quantitative modeling and simulation architecture named hybrid functional Petri net with extension (HFPNe).

Biosystems

Advances in quantitative modeling and simulation can be used to maximize the utility of patient-level data from prior and contemporary clinical trials, thus optimizing study design for anti-TB regimens.

International Journal of Infectious Diseases

A multi-phase field model for quantitative simulations of polycrystalline solidification of binary alloys is introduced.

Acta Materialia

Quantitative simulations based on this model fit the data for the colocalized synaptophysin-GFP puncta very well (Fig. 4B,C), and the fit for all puncta was also good (not shown).

Plosone

The quantitative simulation-based model checking approach is a useful means to provide us valuable biological insights and better understandings of biological systems and observation data that may be hard to capture with the qualitative one.

BMC Systems Biology

A number of qualitative and quantitative simulations of the hybrid model revealed very different behaviors of the former and the new stem cell model.

BMC Systems Biology

Expert writing Tips

Best practice

When describing your simulation model, be specific about the types of data used and the algorithms implemented to achieve quantitative results. This enhances clarity and credibility.

Common error

Avoid stating that your “quantitative simulation model” is universally applicable without clearly defining its limitations and the specific scenarios for which it is designed. Overgeneralization can lead to misinterpretation and misuse of the model.

Linguistic Context

The phrase "quantitative simulation model" functions as a noun phrase that specifies a particular type of model. It describes a model used for simulations that relies on numerical data and quantitative analysis, which Ludwig AI confirms.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "quantitative simulation model" is a noun phrase used to describe a simulation model that relies on numerical data and quantitative analysis. Ludwig AI confirms its grammatical correctness and usability, primarily within scientific and technical contexts. While its frequency is relatively rare, as highlighted by Ludwig, it effectively communicates a precise meaning, making it valuable in specialized fields. Remember to be specific about the data types and algorithms implemented in your model to enhance clarity and credibility and avoid overgeneralizing the model's applicability.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

numerical simulation model

Focuses specifically on models using numerical methods in simulations.

statistical simulation model

Highlights the statistical nature of the simulation model.

mathematical simulation model

Emphasizes the mathematical formulation behind the simulation.

computational simulation model

Focuses on the computational aspect of the simulation model.

predictive simulation model

Highlights the predictive capabilities of the simulation model.

data-driven simulation model

Emphasizes the role of data in driving the simulation.

deterministic simulation model

Specifies that the simulation model produces deterministic results.

stochastic simulation model

Indicates that the simulation model incorporates randomness.

validated simulation model

Highlights the validation process of the simulation model.

calibrated simulation model

Focuses on models that have been adjusted with data.

FAQs

How can I effectively use the phrase "quantitative simulation model" in a research paper?

In a research paper, use "quantitative simulation model" to clearly indicate that your model produces numerical predictions and is based on quantifiable data. For example, "We developed a quantitative simulation model to predict the effects of various interventions".

What distinguishes a "quantitative simulation model" from a qualitative one?

A "quantitative simulation model" focuses on numerical data and produces quantifiable outputs, whereas a qualitative model deals with descriptive and conceptual analyses. The former allows for precise measurement and prediction, while the latter provides insights into underlying mechanisms and relationships.

Are there alternatives to "quantitative simulation model" that I can use to vary my writing?

You can use alternatives such as "numerical simulation model" or "statistical simulation model", depending on the specific aspect you want to emphasize.

What are some common applications of "quantitative simulation models"?

Common applications include predicting climate change impacts, optimizing supply chain logistics, simulating financial markets, and modeling disease spread. These models provide insights by numerically simulating real-world scenarios.