Solution Reconstruction on Inverse Burgers' Equation (test)
3.73Relative MAELNO
Evaluation results
| Method | Links | |
|---|---|---|
| LNOCompleter=Ground Truth2024.06 | 3.73 | |
| GNOTCompleter=Ground Truth2024.06 | 5.45 | |
| LNOCompleter=LNO, Observation ratio=10%2024.06 | 5.69 | |
| GNOTCompleter=LNO, Observation ratio=10%2024.06 | 6.5 | |
| DeepONetCompleter=Ground Truth2024.06 | 7.34 | |
| LNOCompleter=LNO, Observation ratio=1%2024.06 | 7.72 | |
| DeepONetCompleter=LNO, Observation ratio=10%2024.06 | 8.01 | |
| GNOTCompleter=GNOT, Observation ratio=10%2024.06 | 8.04 | |
| GNOTCompleter=LNO, Observation ratio=1%2024.06 | 8.07 | |
| LNOCompleter=GNOT, Observation ratio=10%2024.06 | 9.03 | |
| DeepONetCompleter=GNOT, Observation ratio=10%2024.06 | 9.09 | |
| DeepONetCompleter=LNO, Observation ratio=1%2024.06 | 9.38 | |
| GNOTCompleter=GNOT, Observation ratio=1%2024.06 | 9.91 | |
| GNOTCompleter=DeepONet, Observation ratio=10%2024.06 | 10.41 | |
| DeepONetCompleter=GNOT, Observation ratio=1%2024.06 | 10.8 | |
| LNOCompleter=GNOT, Observation ratio=1%2024.06 | 10.98 | |
| DeepONetCompleter=DeepONet, Observation ratio=10%2024.06 | 11.14 | |
| LNOCompleter=DeepONet, Observation ratio=10%2024.06 | 13.11 | |
| GNOTCompleter=DeepONet, Observation ratio=1%2024.06 | 13.45 | |
| DeepONetCompleter=DeepONet, Observation ratio=1%2024.06 | 13.87 | |
| LNOCompleter=DeepONet, Observation ratio=1%2024.06 | 15.5 |