Stress-strain curve prediction on Ti6Al4V
10.58MAPE (Whole curve)Segmental predictive model with activation-based PIML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Segmental predictive model with activation-based PIML2026.03 | 10.58 | 14.82 | 5.19 | |
| Segmental predictive model with loss-based PIML2026.03 | 11.63 | 16.39 | 5.61 | |
| Segmental predictive model without PIML2026.03 | 15.28 | 23.07 | 6.12 | |
| Non-segmental predictive model2026.03 | 17.93 | — | — |