Table 4 Statistical quantities of Monte-Carlo analysis
From: Finite element method-enhanced neural network for forward and inverse problems
Trained region | Untrained region | |||||||
|---|---|---|---|---|---|---|---|---|
Mean | Standard deviation | Skewness | Kurtosis | Mean | Standard deviation | Skewness | Kurtosis | |
FEM | 0.183 | 0.199 | 2.679 | 12.278 | 1.016 | 0.470 | 0.667 | 0.717 |
FEM-NN | 0.181 | 0.197 | 2.706 | 12.555 | 1.004 | 0.468 | 0.693 | 0.790 |