simulate and explain

USAGE SUMMARY

The phrase "simulate and explain" is correct and usable in written English.
You can use it when discussing processes or experiments that involve creating a model or representation and then providing an understanding of how it works. Example: "In our lab, we will simulate and explain the effects of temperature on enzyme activity."

✓ Grammatically correct

Science

Construction and Building Materials

Artificial Intelligence

Combustion and Flame

European Journal of Neuroscience

BMC Pulmonary Medicine

Journal of Constructional Steel Research

Neural Networks

Composites Part A: Applied Science and Manufacturing

Electrochimica Acta

Biologically Inspired Cognitive Architectures

BMC Systems Biology

Britannica

Behavioral and Brain Functions

The New York Times - Magazine

Vice

BMC Ecology

BMC Medical Genomics

Journal of Contaminant Hydrology

Complex Adaptive Systems Modeling

Genetics, Selection, Evolution

Field Crops Research

BMC Genomics

Nature

EURASIP Journal on Wireless Communications and Networking

Polymer

BMC Medical Ethics

Harvard Business Review

G3: Genes, Genomes, Genetics

British Journal of Sports Medicine

Plosone

EJNMMI Physics

Algorithms for Molecular Biology

Journal of Hydrology

BMC Systems Biology

University of Chicago

eLife

Genetics

Agricultural Systems

Advances in Space Research

Nanoscale Research Letters

Environmental Systems Research

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

It is indicated that the proposed model can simulate and explain qualitatively the effects of the meso-scale structural properties on the macroscopic dynamic response of RC.

Construction and Building Materials

If, on the other hand, the model includes many aspects that are irrelevant to the question, it may be difficult to simulate and explain.

Artificial Intelligence

The model is used to simulate and explain the experiments given in Part A of the present work, which includes tests with four ranks of coal (from anthracite to lignite) and one type of wood in O2/N2 and O2/CO2 atmospheres with the O2 volume concentration varying in the range of 0 40% at a fixed bed temperature of 1088 K.

Combustion and Flame

Following Occam's razor, we decided not to make assumptions on such biasing signal; as it turns out, this feature was indeed unnecessary for the model to be able to simulate and explain the phenomema of interest here.

European Journal of Neuroscience

However, we are not aware, at present, of any biologically realistic model able to simulate and explain the MEG/EEG dynamics observed during higher-level cognitive and language tasks.

European Journal of Neuroscience

The open bench design was selected since we were interested in characterizing the cough bioaerosol in an indoor environment that could simulate and explain what would happen in a real-life emergency room, triage site, school, home, or any enclosed location where people gather.

BMC Pulmonary Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

These features bring more relevance for the simulated data and explain some structural behavior and discrepancies present in analysis using simple force-only models.

Journal of Constructional Steel Research

The CLARION cognitive architecture has been shown to be capable of simulating and explaining a wide range of psychological tasks and data.

Neural Networks

This paper presents a simple Maxwell element-based model to both simulate and help explain the viscoelastic stress relaxation of glass fibre reinforcements under compressive strain compaction of layers during composites manufacturing.

Composites Part A: Applied Science and Manufacturing

We then demonstrate that the spherical agglomerate model widely used in the literature is just to bridge simulated results and measurements, and explain why its diameter needs to vary so unrealistically widely.

Electrochimica Acta

Through the construction and validation of neurocognitive models, the neural origins of complex cognition can be investigated and simulated to explain decision making behavior.

Biologically Inspired Cognitive Architectures

Expert writing Tips

Best practice

When using "simulate and explain", ensure your simulation closely aligns with real-world conditions to provide credible explanations. Ground your explanations in empirical data to enhance the reliability of your insights.

Common error

Avoid claiming your simulation perfectly explains a phenomenon. Instead, acknowledge the limitations and potential discrepancies between the simulation and reality. Qualify your explanations accordingly to maintain scientific integrity.

Linguistic Context

The phrase "simulate and explain" functions as a conjunction phrase, typically used to describe a methodology where a model or simulation is created (simulate) followed by an interpretation or description of the results (explain). Ludwig's examples confirm its use in various scientific and technical contexts.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

10%

Formal & Business

5%

Less common in

Encyclopedias

2%

Wiki

1%

Social Media

2%

Ludwig's WRAP-UP

In summary, "simulate and explain" is a conjunction phrase often employed in scientific and technical domains to depict a methodology that involves creating a model and subsequently providing an interpretation of its workings. As Ludwig AI confirms, the phrase is grammatically correct and suitable for formal contexts. While not exceedingly common, it is a valuable tool for articulating complex research processes. When employing "simulate and explain", ensure your simulations closely mirror real-world conditions, and ground your explanations in empirical data to bolster the credibility of your insights. Common alternatives include "model and interpret" or "replicate and describe".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

simulate and demystify

Similar to "simulate and explain", but emphasizes removing the mystery surrounding the process.

model and interpret

Focuses more on the interpretation of the model's output rather than just explaining it.

replicate and describe

Stresses the replication aspect and provides a general description.

reproduce and clarify

Emphasizes the reproduction of results and the clarification of underlying mechanisms.

reconstruct and analyze

Involves reconstructing a process and thoroughly analyzing its components.

mimic and elucidate

More formal, suggesting a detailed explanation to shed light on a complex phenomenon.

emulate and demystify

Focuses on emulating a process and removing the mystery surrounding it.

imitate and clarify

Highlights the act of imitation in the simulation and the importance of clarification.

approximate and rationalize

Suggests an approach that uses approximation, followed by giving a rational account.

duplicate and interpret

Focuses on duplicating a phenomenon and then providing an interpretation.

FAQs

How can I effectively use "simulate and explain" in a research paper?

When writing a research paper, use "simulate and explain" to introduce a section where you've created a model and will subsequently provide an understanding of its mechanisms or outcomes. For example, "In this study, we will "simulate and explain" the effects of climate change on crop yields."

What are some alternatives to "simulate and explain"?

Alternatives to "simulate and explain" include "model and interpret", "replicate and describe", or "mimic and elucidate", depending on the specific nuance you want to convey.

In what contexts is it most appropriate to use "simulate and explain"?

"Simulate and explain" is appropriate in scientific, engineering, and academic contexts where models are created to understand complex systems. It is commonly used when discussing experiments, computational models, or virtual environments designed to replicate real-world phenomena.

How does "simulate and explain" differ from simply "explain"?

"Explain" provides a general understanding of something, while ""simulate and explain"" implies creating a model or virtual environment first and then providing an explanation based on the simulation's results. The simulation adds a layer of empirical or experimental backing to the explanation.