Table 6 Absolute prediction errors between CST and neural network model.
From: ML/GA-based performance optimization of PBG-enhanced THz microstrip patch antennas on PTFE–SWCNT
Sample (Y, D, h) | Bandwidth Error (GHz) | Gain Error (dBi) | Efficiency Error (%) | Return Loss Error (dB) |
|---|---|---|---|---|
(50, 70, 80) | 0.02 | 0.10 | 0.60 | 0.20 |
(55, 75, 82) | 0.02 | 0.10 | 0.30 | 0.40 |
(60, 80, 85) | 0.04 | 0.10 | 0.20 | 0.10 |
(65, 85, 88) | 0.03 | 0.10 | 0.30 | 0.10 |
(70, 90, 90) | 0.05 | 0.10 | 0.10 | 0.10 |
