performing simulations to evaluate models

USAGE SUMMARY

The phrase "performing simulations to evaluate models" is correct and usable in written English.
You can use it in contexts related to research, data analysis, or any field where models are tested through simulations. Example: "The researchers are performing simulations to evaluate models of climate change predictions."

✓ Grammatically correct

Science

Academia

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

We performed simulations to evaluate the proposed system.

Computer Communications

We perform simulations to evaluate the power of the following meta-analysis strategies: MALE-SPECIFIC.

Genetic Epidemiology

We performed computer simulations to evaluate whether this correction is sufficient.

Plosone

We performed extensive computer simulations to evaluate the coding performance of the proposed DVC system.

EURASIP Journal on Advances in Signal Processing

... We also used a simulation model to evaluate intracellular adenosine triphosphate (ATP) and neuroexcitability.

Yale University

A discrete-event simulation model to evaluate demand and waiting time for cataract surgery was constructed.

BMC Health Services Research

Simulations were performed with the PBPK model to evaluate the magnitude of IL-6 induced IL-6 inducedexposures to CYP3A4 substrates (sincreasein, midazofam), CYP1A2 substratexposureshylline, caffeine), and CYP2C9 substoate ((S)-warfarin) in virtual patients (the term "virtual patients" will be used hereafter to refer to both simulated "healthy subjeCYP3A4nd "patientsubstrates the model).

CPT: Pharmacometrics and Systems Pharmacology

Additionally, probabilistic sensitivity analysis was performed using Monte Carlo simulation to evaluate the multivariate uncertainty in the model, i.e., input parameters were varied simultaneously over specified ranges.

Health Economics Review

We performed a Monte Carlo simulation to evaluate the accuracy of the four estimators described above.

BMC Medical Informatics and Decision Making

Finally, a simulation based on Chiang Kai-Shek airport operations is performed to evaluate the simulation framework.

Transportation Research Part A: Policy and Practice

Large Eddy Simulations of the turbulent flow over an array of wind turbines have been performed to evaluate a model-free approach to power optimization.

Renewable Energy

Expert writing Tips

Best practice

When describing your methodology, clearly state the purpose of the simulations and how they contribute to the evaluation of the models. Provide enough detail for reproducibility.

Common error

Avoid stating that you are "performing simulations to evaluate models" without specifying what aspects of the models are being evaluated or why simulations are the appropriate method. Always provide a clear rationale.

Linguistic Context

The phrase "performing simulations to evaluate models" functions as a purpose clause, indicating the reason for conducting simulations. As stated by Ludwig AI, this phrase is correct and usable in written English.

Expression frequency: Missing

Frequent in

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Formal & Business

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Less common in

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Ludwig's WRAP-UP

In summary, "performing simulations to evaluate models" is a grammatically correct and functionally clear phrase used to describe the process of assessing models through simulated scenarios. While no exact examples were found in the provided data, Ludwig AI confirms its usability. This phrase is most commonly found in formal scientific and academic contexts, where it describes a rigorous approach to model validation. When using this phrase, ensure you clearly justify the purpose and methods of your simulations to enhance clarity and reproducibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

conducting simulations for model evaluation

Focuses on the action of conducting simulations with the specific goal of model evaluation.

using simulations to validate models

Emphasizes the use of simulations as a validation tool, implying a confirmation process.

running simulations to assess models

Highlights the execution of simulations to determine the quality or value of models.

employing simulations in model assessment

Uses a more formal tone, suggesting a systematic approach to model assessment using simulations.

applying simulations for model analysis

Focuses on the application of simulations to deeply analyze the characteristics of models.

utilizing simulations to test models

Stresses the use of simulations as a method for testing the robustness and reliability of models.

leveraging simulations for model verification

Suggests using simulations strategically to verify that the models function correctly.

implementing simulations in model validation

Highlights the practical implementation of simulations as part of a model validation process.

adopting simulations to scrutinize models

Conveys a thorough and critical examination of models through the use of simulations.

simulating scenarios to evaluate model performance

Shifts the focus to simulating different scenarios as a way to evaluate how well a model performs under various conditions.

FAQs

What is the purpose of "performing simulations to evaluate models"?

The purpose is to test and assess the accuracy, reliability, and effectiveness of models by creating simulated scenarios that mimic real-world conditions. This allows researchers and practitioners to understand how well a model performs under various circumstances.

What are some alternative ways to say "performing simulations to evaluate models"?

Alternatives include "conducting simulations for model evaluation", "using simulations to validate models", or "running simulations to assess models" depending on the specific context.

In what contexts is it appropriate to use the phrase "performing simulations to evaluate models"?

It's appropriate in scientific research, engineering, data analysis, and any field where models are used to predict or understand phenomena. It's common in academic papers, technical reports, and presentations.

What does it mean to "evaluate models" after performing simulations?

Evaluating models involves comparing the results of the simulations with expected outcomes or real-world data to determine how well the model represents the actual system or process. This can involve statistical analysis, visual inspection, and other assessment techniques.