Dynamical systems reconstruction on 2D Navier-Stokes (test)
1.326Reconstruction Error (In-t)DINo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DINoSample size=5%2026.06 | 1.326 | 1.813 | |
| DeepONetSample size=5%2026.06 | 1.345 | 1.408 | |
| SIRENSample size=50%2026.06 | 1.603 | 6.876 | |
| I-MP-PDESample size=50%2026.06 | 1.611 | 6.088 | |
| DINoSample size=50%2026.06 | 2.062 | 4.348 | |
| SIRENSample size=25%2026.06 | 2.436 | 3.861 | |
| DINoSample size=25%2026.06 | 2.646 | 5.951 | |
| I-MP-PDESample size=25%2026.06 | 3.476 | 7.658 | |
| OnlyDenseSample size=50%2026.06 | 4.28 | 9.739 | |
| OnlyDenseSample size=25%2026.06 | 4.296 | 9.759 | |
| SIRENSample size=5%2026.06 | 4.303 | 2.126 | |
| OnlyDenseSample size=5%2026.06 | 4.592 | 1.002 | |
| DeepONetSample size=50%2026.06 | 5.72 | 1.091 | |
| I-MP-PDESample size=5%2026.06 | 7.926 | 8.225 | |
| DeepONetSample size=25%2026.06 | 9.376 | 1.328 |