Stress and displacement prediction on MicroPlate load-reverse visco-hyperelastic plate 1.0 (test)
2.42Displacement (%)Transolver
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TransolverSpace=phys., Protocol=AR rollout (100 steps), Stress Head=with2026.05 | 2.42 | 0.947 | |
| TransolverSpace=phys., Protocol=Teacher forcing, Stress Head=with2026.05 | 2.84 | 0.941 | |
| LEIASpace=latent, Protocol=Teacher forcing2026.05 | 2.84 | 0.97 | |
| PointNetSpace=phys., Protocol=AR rollout (100 steps), Stress Head=with2026.05 | 2.87 | 0.938 | |
| PointNetSpace=phys., Protocol=Teacher forcing, Stress Head=with2026.05 | 3.25 | 0.943 | |
| MGNSpace=phys., Protocol=Teacher forcing, Stress Head=with2026.05 | 3.52 | 0.987 | |
| MGNSpace=phys., Protocol=Teacher forcing, Stress Head=without2026.05 | 3.88 | -0.009 | |
| LEIASpace=latent, Protocol=AR rollout (100 steps)2026.05 | 5.99 | 0.986 | |
| UPTSpace=latent, Protocol=Teacher forcing, Stress Head=with2026.05 | 6.09 | 0.951 | |
| MGNSpace=phys., Protocol=AR rollout (100 steps), Stress Head=with2026.05 | 9.94 | 0.225 | |
| UPTSpace=latent, Protocol=Teacher forcing, Stress Head=without2026.05 | 13 | 0.257 | |
| PointNetSpace=phys., Protocol=Teacher forcing, Stress Head=without2026.05 | 21.8 | 0.091 | |
| PointNetSpace=phys., Protocol=AR rollout (100 steps), Stress Head=without2026.05 | 22.8 | 0.092 | |
| UPTSpace=latent, Protocol=AR rollout (100 steps), Stress Head=with2026.05 | 31.8 | 0.882 | |
| TransolverSpace=phys., Protocol=Teacher forcing, Stress Head=without2026.05 | 33 | 0.108 | |
| TransolverSpace=phys., Protocol=AR rollout (100 steps), Stress Head=without2026.05 | 40.3 | 0.109 | |
| UPTSpace=latent, Protocol=AR rollout (100 steps), Stress Head=without2026.05 | 80.8 | 0.197 | |
| MGNSpace=phys., Protocol=AR rollout (100 steps), Stress Head=without2026.05 | 241 | 0.012 |