Physical Simulation Surrogate Modeling on BeamSimple (unseen)
1.44Rollout Error (RMSE)Physics-informed Multigrid
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Physics-informed Multigrid2026.05 | 1.44 | 0.45 | |
| FPS2026.05 | 1.56 | 0.48 | |
| MeshGraphNet2026.05 | 1.72 | 0.42 |
| Method | Links | ||
|---|---|---|---|
| Physics-informed Multigrid2026.05 | 1.44 | 0.45 | |
| FPS2026.05 | 1.56 | 0.48 | |
| MeshGraphNet2026.05 | 1.72 | 0.42 |