Filtering on Kuramoto-Sivashinsky L=16π, arctan
0.07RMSEEnKF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EnKFDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.07 | 0.05 | |
| NASMC-GaussDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.09 | 0.05 | |
| NASMC-MDDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.09 | 0.05 | |
| FPPFDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.09 | 0.05 | |
| APFDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.11 | 0.06 | |
| BPFDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 0.14 | 0.08 | |
| FlowDASDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 1.18 | 0.7 | |
| InfNNDomain size (L)=16π, Observation operator=arctan, Grid points (J)=128, Number of particles (N)=5000, Observation noise (σ_obs)=0.1, Observation interval (steps)=102026.07 | 1.48 | 1.08 |