Mechanical Property Prediction on CF-ABS polymer samples
4.41MAPE (Young's Modulus)Segmental predictive model with activation-based PIML architecture
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Segmental predictive model with activation-based PIML architectureModel architecture=Segmental, PIML architecture type=activation-based2026.03 | 4.41 | 6.02 | |
| Segmental predictive model with loss-based PIML architectureModel architecture=Segmental, PIML architecture type=loss-based2026.03 | 5.23 | 5.19 | |
| Segmental predictive model without PIML architectureModel architecture=Segmental, PIML architecture type=None2026.03 | 9.33 | 6.9 | |
| Non-segmental predictive modelModel architecture=Non-segmental, PIML architecture type=None2026.03 | 18.54 | 8.32 |