← Plate with Hole
Dataset
Plate with Hole · NAFEMS D4
100.0 mm
30 mm240 mm
100.0 kN
5.3 kN100 kN
- Solver
- Nastran · shell elements
- Input
- Hole diameter d · load F
- Train
- 19 cases
- Holdout
- 3 cases
Submissions
John’s Rescale AI Physics runs on NAFEMS D4, 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_area | Sep 9, 2026 | 22m 19s | 19.96 | 26.26 | 0.89 | -0.44 | 1.91 | ||
| Two-Stream Transformer · TST_mesh_mesh | Sep 9, 2026 | 22m 23s | 8.18 | 16.27 | 1.96 | +0.04 | 3.12 | ||
| Two-Stream Transformer · TST_mesh_ep2000e2000 | Sep 9, 2026 | 2h 27m 17s | 20.34 | 23.01 | 2.87 | -0.32 | 4.63 | ||
| Two-Stream Transformer · TST_mesh_seed13sed13 | Sep 9, 2026 | 16m 19s | 30.63 | 34.18 | 5.51 | -4.08 | 8.08 | ||
| MeshGraphNet · MGN_donly_s7donl7 | Sep 11, 2026 | 2h 3m 39s | 12.87 | 10.74 | 7.18 | +1.47 | 10.14 |
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 →