Stress-strain curve prediction on AlSi10Mg
16.51MAPE (Whole curve)Segmental predictive model with activation-based PIML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Segmental predictive model with activation-based PIML2026.03 | 16.51 | 18.55 | 16.84 | |
| Segmental predictive model with loss-based PIML2026.03 | 17.03 | 20.9 | 17.04 | |
| Segmental predictive model without PIML2026.03 | 25.76 | 28.99 | 23.1 | |
| Non-segmental predictive model2026.03 | 26.09 | — | — |