Quantitative comparison between PINN predictions and representative literature measurements at 453 K
| Aging time (days) | PINN prediction (% property retention) | Representative literature measurement (% property retention) | Absolute deviation (%) |
|---|---|---|---|
| 30 | 98.1 | 97.0 | 1.1 |
| 90 | 96.7 | 95.5 | 1.2 |
| 180 | 95.8 | 94.5 | 1.3 |
| 270 | 93.4 | 92.0 | 1.4 |
| 360 | 91.2 | 89.5 | 1.7 |
| Aging time (days) | PINN prediction (% property retention) | Representative literature measurement (% property retention) | Absolute deviation (%) |
|---|---|---|---|
| 30 | 98.1 | 97.0 | 1.1 |
| 90 | 96.7 | 95.5 | 1.2 |
| 180 | 95.8 | 94.5 | 1.3 |
| 270 | 93.4 | 92.0 | 1.4 |
| 360 | 91.2 | 89.5 | 1.7 |
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