Sentence examples for models and validated from inspiring English sources

The proposed approach is compared to standalone ANN models and validated using well-known statistical validation metrics including coefficient of determination (R2), root mean square error (RMSE), mean bias error (MBE), mean absolute percentage error (MAPE), and t-statistics.

The obtained solution is very close to optimal results based on the FEM models and validated by experimental tests.

A mathematical model for electrical energy use in machining was developed addressing the limitations of existing models and validated on a milling tool path.

Here, we provide an overview of the basic properties of feed-forward loops as predicted by mathematical models and validated experimentally in single cell organisms.

The computer modelling, based on two specifically developed theoretical models and validated by the data of the site measurement, was to analyse the mean effects of a number of key design parameters on thermal environment in such type of dwellings.

Simulation of static deflections, approximated by a linear combination of six mode shapes, are benchmarked toward state-of-the-art models and validated with digital holography microscope measurements of a fabricated CMUT device.

We use the training data sets to build the models and validate the selected models using the validation data sets.

A metabolite profile of advanced fibrosis (METAVIR F3-4) was established using orthogonal partial least squares discriminant analysis modeling and validated using seven-fold cross-validation and permutation testing.

The magnetic flux density was modelled and validated.

The non-behaviorally adjusted map was similar to the encamped model and validated well.

The TR propagation is successfully prevented in the model and validated by experiment.