Neural Operator Learning on 2D Burgers
0.24Relative L2 ErrorUFO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UFOλ=4.52026.05 | 0.24 | 0.0083 | |
| FNOλ=4.52026.05 | 0.73 | 0.0238 | |
| DeepONetλ=4.52026.05 | 0.74 | 0.0524 | |
| UFOλ=2.02026.05 | 2.92 | 0.0842 | |
| FNOλ=2.02026.05 | 3.21 | 0.0923 | |
| DeepONetλ=6.62026.05 | 4.02 | 0.1282 | |
| UFOλ=6.62026.05 | 4.2 | 0.0648 | |
| UFOλ=1.52026.05 | 6.76 | 0.1612 | |
| FNOλ=1.52026.05 | 7.82 | 0.1886 | |
| FNOλ=6.62026.05 | 8.4 | 0.2643 | |
| UFOλ=7.52026.05 | 14.04 | 0.4023 | |
| DeepONetλ=7.52026.05 | 30.52 | 0.4008 | |
| DeepONetλ=2.02026.05 | 43.14 | 0.6545 | |
| DeepONetλ=1.52026.05 | 53.87 | 0.9144 | |
| FNOλ=7.52026.05 | 63.83 | 1.3082 |