Dynamical systems reconstruction on 2D Wave (test)
1.089Input Time Step ValueDINo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DINoSample size=25%2026.06 | 1.089 | 1.174 | |
| I-MP-PDESample size=5%2026.06 | 1.138 | 1.116 | |
| I-MP-PDESample size=50%2026.06 | 1.646 | 6.71 | |
| DeepONetSample size=50%2026.06 | 1.665 | 3.385 | |
| DeepONetSample size=5%2026.06 | 1.692 | 3.256 | |
| DeepONetSample size=25%2026.06 | 1.757 | 3.221 | |
| SIRENSample size=25%2026.06 | 1.783 | 5.143 | |
| SIRENSample size=50%2026.06 | 3.1 | 8.265 | |
| SIRENSample size=5%2026.06 | 3.339 | 6.964 | |
| I-MP-PDESample size=25%2026.06 | 5.142 | 1.545 | |
| DINoSample size=5%2026.06 | 6.415 | 7.392 | |
| OnlyDenseSample size=25%2026.06 | 8.65 | 5.657 | |
| OnlyDenseSample size=50%2026.06 | 8.724 | 5.693 | |
| OnlyDenseSample size=5%2026.06 | 8.906 | 5.772 | |
| DINoSample size=50%2026.06 | 9.251 | 9.71 |