Divertor heat-flux temperature field reconstruction on EAST divertor dataset
0.0008Relative L2 ErrorPNOT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PNOTPublish=-2026.06 | 0.0008 | 0.0006 | 0.0006 | 0.1224 | |
| GNOTPublish=ICML 20232026.06 | 0.0022 | 0.0016 | 0.0014 | 0.3114 | |
| RIGNOPublish=NeurIPS 20262026.06 | 0.0027 | 0.0018 | 0.0017 | 0.3707 | |
| U-NOPublish=arXiv 20222026.06 | 0.0037 | 0.0023 | 0.0022 | 0.4652 | |
| DPOTPublish=ICML 20242026.06 | 0.0055 | 0.0038 | 0.0036 | 0.7595 | |
| DeepONetPublish=Nat. Mach. Intell. 20212026.06 | 0.0056 | 0.0055 | 0.0043 | 0.7142 | |
| TransolverPublish=ICML 20242026.06 | 0.0058 | 0.0056 | 0.005 | 0.951 | |
| TNOPublish=JMLR 20252026.06 | 0.0066 | 0.0048 | 0.0044 | 0.9384 | |
| OTNOPublish=JMLR 20252026.06 | 0.0078 | 0.0071 | 0.0048 | 1.0193 | |
| MWTPublish=NeurIPS 20212026.06 | 0.0614 | 0.056 | 0.0527 | 9.8221 | |
| LSMPublish=arXiv 20232026.06 | 0.097 | 0.0807 | 0.0726 | 15.2168 | |
| F-FNOPublish=arXiv 20212026.06 | 0.4656 | 0.5004 | 0.4752 | 99.4731 | |
| Geo-FNOPublish=JMLR 20232026.06 | 0.6234 | 0.385 | 0.3849 | 80.5688 |