Sentence examples for simulation and regression from inspiring English sources

First, by combining CFD simulation and regression techniques, an engineering model was presented for the estimation of aerodynamic coefficients.

The numerical results of the developed method are compared with the results of Monte Carlo (MC) simulation and regression-based polynomial chaos expansion.

Topics covered include data wrangling, text mining, data visualization, Monte Carlo simulations, and regression modeling.

A metamodeling-based method involving experimental design, simulations, and regression analysis was developed.

A combination of experimental design, numerical simulations and regression analysis was utilized, to determine the mathematical models between objectives and design variables.

Artificial neural networks (ANNs) can be used to predict energy consumption more reliably than traditional simulation models and regression techniques.

The proposed conceptual framework is operationalized through the NK fitness landscape model and tested using simulation and Tobit regression analyses.

The coefficient of determination (R2) was over 0.90, indicating a good agreement between simulation and the regression models, and suggesting that the annual heating and cooling energy requirements can be forecasted with an acceptable accuracy using the regression models.

As a result, the diagram of simulation and nonlinear regression (for m = 1) in Fig. 3, are slightly different from each other.

It can be figured out from these diagrams that the obtained data in simulations is perfectly coinciding with the proposed formula so that five out of six branches coincide in a way that almost no difference can be observed between simulation and nonlinear regression.

We found similar prediction accuracies for the discrete event simulation and the logistic regression models.