Statistical Emulation of Chaotic Systems on L96 single-traj (Noisy (sigma = 0.3))
0.151L1 Histogram DistanceWGAN (ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WGAN (ours)Dimension (d)=32026.04 | 0.151 | 0.145 | 0.371 | |
| Fixed OTDimension (d)=32026.04 | 0.178 | 0.151 | 0.368 | |
| Sinkhorn (ours)Dimension (d)=32026.04 | 0.222 | 0.137 | 0.367 | |
| No OT (baseline)Dimension (d)=32026.04 | 0.298 | 0.307 | 0.362 |