Filtering on Kuramoto-Sivashinsky L=16π, min(z^4, 10)
0.11RMSEFPPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FPPFDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.11 | 0.06 | |
| NASMC-GaussDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.15 | 0.08 | |
| NASMC-MDDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.15 | 0.09 | |
| EnKFDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.18 | 0.12 | |
| APFDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.49 | 0.33 | |
| BPFDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.91 | 0.65 | |
| FlowDASDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 1.55 | 1.12 | |
| InfNNDomain size (L)=16π, Observation operator=min(z^4, 10), Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 1.84 | 1.44 |