← Plate with Hole
Dataset
Plate with Hole · NAFEMS D2
100.0 mm
30 mm240 mm
5.0 mm
1 mm20 mm
- Solver
- Nastran · shell elements
- Input
- Hole diameter d · thickness t
- Train
- 19 cases
- Holdout
- 6 cases
Submissions
John’s Rescale AI Physics runs on NAFEMS D2, scored on the shared holdout. Headline columns match Ian Symington’s ASSESS tables: AEinPEAK, AE@PEAK, MAE, ME, and RMSE on the principal-stress field. Expand a row for per-case values. Training time and hardware come from versionMetadata.
Select submissions to compare
| Compare | Model | Submitted | Train time | AEinPEAK | AE@PEAK | MAE | ME | RMSE | Details |
|---|---|---|---|---|---|---|---|---|---|
| Two-Stream Transformer · TST_area_s7area7 | Sep 9, 2026 | 21m 46s | 102.65 | 126.22 | 4.93 | -3.13 | 8.23 | ||
| Two-Stream Transformer · TST_area_s13are13 | Sep 9, 2026 | 21m 39s | 117.24 | 137.42 | 5.59 | -4.05 | 8.88 | ||
| MeshGraphNet · MGN_vary_s13var13 | Sep 11, 2026 | 2h 14m 9s | 97.57 | 102.08 | 45.43 | +10.44 | 55.37 | ||
| MeshGraphNet · MGN_vary_vary | Sep 11, 2026 | 3h 24m 15s | 127.98 | 132.57 | 46.22 | +11.07 | 59.61 | ||
| Two-Stream Transformer · TST_mesh_mesh | Sep 9, 2026 | 22m 27s | 201.37 | 179.41 | 49.29 | -4.09 | 69.71 |
Ready to try this out? Download the train split for this design space, then submit when you are ready, or check the submission guide. Check the submission guide →