Sentence examples for surrogate model from inspiring English sources

The term 'surrogate model' is a correct and usable part of a sentence in written English.
Surrogate models are usually used in engineering and computational science to approximate the behavior of a complex system. For example, "To reduce the complexity of the optimization process, the engineers used a surrogate model to approximate the behavior of the system."

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Then, an adaptive surrogate model is proposed.

The method uses a kriging-based surrogate model.

The surrogate model is firstly constructed by basic sparse samples.

The constructed surrogate model was found to be sufficiently reliable.

We refer to each as a candidate surrogate model.

A surrogate model approximates a computationally expensive solver.

Particularly, CFD is employed for calibration of the surrogate model.

Here: surrogate model, sample I. Figure 10 Simulated fibers (red) with one highlighted filament (blue).

Thus the calibration of the surrogate model (9) is carried out as described above.

An optimal surrogate model selection framework, called Concurrent Surrogate Model Selection, or COSMOS, was utilized to identify the surrogate models best suited to approximate each objective function.

Specifically, the surrogate model predicts the specific flow distribution instead of a single target value of nonuniformity in previous surrogate model.

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