Transport Process Modeling on Toroidal Transport
1.55MSEGeo-FNO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Geo-FNOParams=284k2026.05 | 1.55 | 0.7182 | 0.4104 | 0.7278 | 0.4631 | 54.94 | |
| DeepONetParams=273k2026.05 | 2.48 | 0.57 | 0.2074 | 0.7044 | 0.3871 | 44.33 | |
| GNOParams=286k2026.05 | 3.14 | 0.5056 | 0.3082 | 0.0788 | 0.3795 | 30.11 | |
| HSDParams=246k2026.05 | 3.56 | 0.8578 | 0.6968 | 0.9115 | 0.7829 | 81.31 | |
| MGNParams=303k2026.05 | 5.23 | 0.7485 | 0.5232 | 0.7712 | 0.5457 | 57.58 | |
| FNO-3DParams=309k2026.05 | 5.55 | 0.8006 | 0.6365 | 0.9079 | 0.6721 | 75.15 |