PDE Modeling on Shallow Water 2D
0.0013RMSEMNO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MNOType=Mamba, Base Architecture=Galerkin Transformer2024.10 | 0.0013 | 0.0013 | 0.0014 | |
| OFormerType=Normalised2024.10 | 0.002 | 0.002 | 0.0021 | |
| MNOType=Mamba, Base Architecture=OFormer2024.10 | 0.0021 | 0.0021 | 0.0022 | |
| MNOType=Mamba, Base Architecture=GNOT2024.10 | 0.0023 | 0.0022 | 0.0024 | |
| GNOTType=Galerkin2024.10 | 0.0026 | 0.0025 | 0.0027 | |
| DeepONetType=Non-Transformer2024.10 | 0.0027 | 0.0026 | 0.0027 | |
| G.T.Type=Galerkin2024.10 | 0.0037 | 0.0035 | 0.0038 | |
| FNOType=Non-Transformer2024.10 | 0.0046 | 0.0044 | 0.0048 | |
| UNetType=Non-Transformer2024.10 | 0.0858 | 0.0824 | 0.0914 |