Solving reaction equations on Reaction equations ρ=5 1.0
0.1967Max ErrorHyper-LR-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Full rank2023.10 | 0.1967 | 0.9929 | |
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Adaptive rank2023.10 | 0.2287 | 0.9891 | |
| Curriculum learningPre-training=false, Rank=302023.10 | 0.6576 | 0.8472 | |
| Naïve-LR-PINNPre-training=false, Rank=302023.10 | 0.985 | 0.0626 | |
| ReptilePre-training=true, Rank=302023.10 | 0.9865 | 0.0452 | |
| MAMLPre-training=false, Rank=302023.10 | 0.9883 | 0.0591 |