Solving reaction equations on Reaction equations ρ=4 1.0
0.1356Max ErrorHyper-LR-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Full rank2023.10 | 0.1356 | 0.9964 | |
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Adaptive rank2023.10 | 0.1524 | 0.9953 | |
| Naïve-LR-PINNPre-training=false, Rank=102023.10 | 0.3395 | 0.9699 | |
| ReptilePre-training=true, Rank=302023.10 | 0.3748 | 0.9559 | |
| MAMLPre-training=false, Rank=302023.10 | 0.5249 | 0.9131 | |
| Curriculum learningPre-training=false, Rank=302023.10 | 0.5635 | 0.877 |