Forward PDE solving on Convection beta=50
0.003Relative MAEOSSM-PINN-IMEX
Evaluation results
| Method | Links | |
|---|---|---|
| OSSM-PINN-IMEX2026.05 | 0.003 | |
| OSSM-PINN-IM2026.05 | 0.0033 | |
| NeuSA2026.05 | 0.32 | |
| PINNsFormer2026.05 | 67 | |
| PINNMamba2026.05 | 100 | |
| ML-PINN2026.05 | 100 |
| Method | Links | |
|---|---|---|
| OSSM-PINN-IMEX2026.05 | 0.003 | |
| OSSM-PINN-IM2026.05 | 0.0033 | |
| NeuSA2026.05 | 0.32 | |
| PINNsFormer2026.05 | 67 | |
| PINNMamba2026.05 | 100 | |
| ML-PINN2026.05 | 100 |