Model Learning from Noisy Data on SWE (Shallow Water Equations) system
4.27Full-field Avg Relative ErrorMUSIC
Evaluation Results
| Method | Links | |
|---|---|---|
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=2%2025.12 | 4.27 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=5%2025.12 | 4.5 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=2%2025.12 | 4.76 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=5%2025.12 | 4.77 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=2%2025.12 | 4.8 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=2%2025.12 | 4.83 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=2%2025.12 | 4.92 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=5%2025.12 | 5.07 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=2%2025.12 | 5.21 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=10%2025.12 | 5.29 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=5%2025.12 | 5.35 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=10%2025.12 | 5.62 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=5%2025.12 | 5.78 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=5%2025.12 | 5.93 | |
| MUSICL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=10%2025.12 | 6.27 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=100, Noise level=10%2025.12 | 6.99 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=50, Noise level=10%2025.12 | 7.44 | |
| PIMLincL=4, H=20, Nt=800, Nsx * Nsy=150, Noise level=10%2025.12 | 8.59 |