Table 8 Testing set.
Geometry Type | Wall Thickness (mm) | Load (kN) | Displacement (mm) | BPANN prediction | Error % | Strain × 102 | BPANN prediction | Error % |
|---|---|---|---|---|---|---|---|---|
Lidinoid | 1.0 | 3 | 2.84 | 2.745 | 3.345 | 9.47 | 9.546 | 0.802 |
Lidinoid | 1.5 | 6 | 2.63 | 2.672 | 1.596 | 8.77 | 8.723 | 0.535 |
Lidinoid | 2.0 | 9 | 2.42 | 2.387 | 1.363 | 8.07 | 8.127 | 0.706 |
Diamond | 1.0 | 3 | 1.86 | 1.964 | 5.591 | 6.2 | 6.275 | 1.209 |
Diamond | 1.5 | 6 | 1.12 | 1.132 | 1.0714 | 3.74 | 3.863 | 3.288 |
Diamond | 2.0 | 9 | 1.02 | 1.067 | 4.607 | 3.4 | 3.267 | 3.911 |
Gyroid | 1.0 | 3 | 0.62 | 0.648 | 4.516 | 2.07 | 2.031 | 1.884 |
Gyroid | 1.5 | 6 | 0.52 | 0.541 | 4.038 | 1.74 | 1.765 | 1.436 |
Gyroid | 2.0 | 9 | 0.48 | 0.476 | 0.833 | 1.6 | 1.538 | 3.875 |
Total Error (%) | 1.52 | 1.96 | ||||||
