Solving reaction equations on Reaction equations ρ=6 1.0
0.2405Max ErrorHyper-LR-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Full rank2023.10 | 0.2405 | 0.9905 | |
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Adaptive rank2023.10 | 0.2418 | 0.9899 | |
| Curriculum learningPre-training=false, Rank=302023.10 | 0.7319 | 0.8111 | |
| Naïve-LR-PINNPre-training=false, Rank=302023.10 | 0.9967 | 0.0272 | |
| MAMLPre-training=false, Rank=302023.10 | 0.9985 | 0.0253 | |
| ReptilePre-training=true, Rank=302023.10 | 1.0118 | 0.0081 |