← Plate with Hole
Dataset
Plate with Hole · NAFEMS D3
100.0 mm
30 mm240 mm
600 mm
200 mm1000 mm
600 mm
200 mm1000 mm
- Solver
- Nastran · shell elements
- Input
- Hole diameter d · length L · width W
- Train
- 19 cases
- Holdout
- 3 cases
Submissions
John’s Rescale AI Physics runs on NAFEMS D3, 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_mesh_s7mesh7 | Sep 9, 2026 | 27m 38s | 20.97 | 23.13 | 3.44 | -1.44 | 5.03 | ||
| Two-Stream Transformer · TST_mesh_s13msh13 | Sep 9, 2026 | 27m 41s | 16.89 | 18.90 | 3.73 | -2.42 | 5.16 | ||
| MeshGraphNet · MGN_MGN_ | Sep 9, 2026 | 1h 57m 3s | 14.21 | 20.83 | 5.91 | +1.47 | 7.58 | ||
| Two-Stream Transformer · TST_mesh_ep2000e2000 | Sep 9, 2026 | 2h 27m 16s | 35.50 | 44.91 | 6.00 | -2.77 | 8.37 | ||
| Two-Stream Transformer · TST_mesh_mesh | Sep 9, 2026 | 16m 18s | 10.15 | 34.68 | 7.12 | -3.75 | 9.26 |
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 →