← Plate with Hole
Dataset
Plate with Hole · NAFEMS D1
100.0 mm
30 mm240 mm
- Solver
- Nastran · shell elements
- Input
- Hole diameter d
- Train
- 19 cases
- Holdout
- 3 cases
Submissions
John’s Rescale AI Physics runs on NAFEMS D1, 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_ktnout_s7ktno7 | Sep 10, 2026 | 17m 32s | 8.05 | 5.79 | 1.88 | +0.39 | 2.58 | ||
| Two-Stream Transformer · TST_meshsamp_seed7msmp7 | Sep 8, 2026 | 12m 42s | 5.40 | 4.03 | 2.60 | -0.15 | 3.51 | ||
| Two-Stream Transformer · TST_TST_ | Sep 7, 2026 | 12m 2s | 38.38 | 55.02 | 2.82 | -0.13 | 4.42 | ||
| DoMINO · DoMINODoMIN | Sep 11, 2026 | 1h 2m 24s | 28.47 | 34.87 | 3.03 | -0.43 | 4.97 | ||
| Two-Stream Transformer · TST_peakout_s7peak7 | Sep 9, 2026 | 35m 21s | 32.89 | 40.57 | 7.57 | -0.76 | 10.07 | ||
| MeshGraphNet · MGN_MGN_ | Sep 8, 2026 | 38m 14s | 10.99 | 7.70 | 9.66 | +0.10 | 16.05 |
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 →