Solving Partial Differential Equations on Reaction
0.0011rMAEdouble PINN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| double PINNN (Number of collocation points)=456, Precision=FP642026.05 | 0.0011 | 0 | 0.0029 | |
| OSSM-PINN-IM2026.05 | 0.29 | — | — | |
| OSSM-PINN-IMEX2026.05 | 0.31 | — | — | |
| PINNMambaN (Number of collocation points)=10403, Precision=FP642026.05 | 0.92 | 0 | 2.1 | |
| PINNsFormer2026.05 | 1.1 | — | — | |
| PINNsFormerN (Number of collocation points)=10403, Precision=FP642026.05 | 1.5 | 0 | 3 | |
| PINN_FP64N (Number of collocation points)=10403, Precision=FP642026.05 | 2.7 | 0 | 5 | |
| NeuSA2026.05 | 29 | — | — | |
| PINNMamba2026.05 | 70 | — | — | |
| ML-PINN2026.05 | 98 | — | — |