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Table 3 Comparison between NN and FE

From: On the use of neural networks to evaluate performances of shell models for composites

Structural theory and a/h \(u_{x}=u_{x_{1}}+zu_{x_{2}}+z^4u_{x_{5}}\)
\(u_{y}=u_{y_{1}}+zu_{y_{2}}+z^3u_{y_{4}} \)
\( u_{z}=u_{z_{1}}+zu_{z_{2}}+z^{2}u_{z_{3}} \)
\( a/h = 10\)
Analysis NN: net([1 1 1 1 1 1 0 0 1 0 1 0 1 0 0 0.1])
FE: \(\varvec{KU} = \varvec{F}\)
Output \(u_z\)