Physical Simulation Surrogate Modeling on SpindleUpsetting (unseen)
2.6Rollout Error (RMSE)FPS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FPS2026.05 | 2.6 | 11.66 | |
| Physics-informed Multigrid2026.05 | 2.96 | 11.24 | |
| MeshGraphNet2026.05 | 3.07 | 11.92 |
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