Solving reaction equations on Reaction equations ρ=7 1.0
0.215Max ErrorHyper-LR-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Adaptive rank2023.10 | 0.215 | 0.992 | |
| Hyper-LR-PINNPre-training=true, Rank=30, Variant=Full rank2023.10 | 0.2922 | 0.9882 | |
| Curriculum learningPre-training=false, Rank=302023.10 | 0.7468 | 0.7961 | |
| MAMLPre-training=false, Rank=302023.10 | 1.0001 | 0.0183 | |
| Naïve-LR-PINNPre-training=false, Rank=302023.10 | 1.0057 | 0.0116 | |
| ReptilePre-training=true, Rank=302023.10 | 1.0126 | 0.0044 |