Table 3 Arithmetic mean and standard deviation of the results obtained by CFD and CNN.

From: CNN-based flow control device modelling on aerodynamic airfoils

Method

CFD

CNN

\({u}_{x}\)

\({u}_{y}\)

\(p\)

\({u}_{x}\)

\({u}_{y}\)

\(p\)

Arithmetic mean (µ)

20.9538

−2.5385

82.8164

20.9784

−2.5076

82.9625

Standard deviation (σ)

8.7620

2.0860

91.6118

8.7086

2.0939

90.7867