Spatio-temporal solution field prediction on StepHeat (ID)
0.0572Relative L2 ErrorUFO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UFODiscontinuity location s=0.662026.05 | 0.0572 | 0.3048 | |
| DeepONetDiscontinuity location s=0.662026.05 | 0.0602 | 0.2519 | |
| DeepONetDiscontinuity location s=0.482026.05 | 0.1077 | 0.3046 | |
| DeepONetDiscontinuity location s=0.522026.05 | 0.1078 | 0.304 | |
| UFODiscontinuity location s=0.322026.05 | 0.1106 | 0.3539 | |
| UFODiscontinuity location s=0.392026.05 | 0.1166 | 0.1934 | |
| UFODiscontinuity location s=0.412026.05 | 0.1178 | 0.1918 | |
| UFODiscontinuity location s=0.482026.05 | 0.1228 | 0.3688 | |
| UFODiscontinuity location s=0.522026.05 | 0.1267 | 0.3731 | |
| DeepONetDiscontinuity location s=0.322026.05 | 0.1541 | 0.3459 | |
| FNODiscontinuity location s=0.662026.05 | 0.1594 | 0.5723 | |
| DeepONetDiscontinuity location s=0.392026.05 | 0.1888 | 0.2556 | |
| DeepONetDiscontinuity location s=0.412026.05 | 0.2118 | 0.2774 | |
| FNODiscontinuity location s=0.522026.05 | 0.2289 | 0.5687 | |
| FNODiscontinuity location s=0.322026.05 | 0.2356 | 0.6184 | |
| FNODiscontinuity location s=0.482026.05 | 0.2407 | 0.6142 | |
| FNODiscontinuity location s=0.412026.05 | 0.2518 | 0.342 | |
| FNODiscontinuity location s=0.392026.05 | 0.3042 | 0.4002 |