Statistical Emulation of Chaotic Systems on L96 multi-traj Noisy (sigma = 0.3)
0.149L1 Histogram DistanceWGAN (ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WGAN (ours)Dimension (d)=32026.04 | 0.149 | 0.049 | 0.401 | |
| Fixed OTDimension (d)=32026.04 | 0.175 | 0.141 | 0.398 | |
| Sinkhorn (ours)Dimension (d)=32026.04 | 0.175 | 0.112 | 0.406 | |
| WGAN (d= 1) (ours)Dimension (d)=12026.04 | 0.234 | 0.205 | 0.392 | |
| No OT (baseline)Dimension (d)=32026.04 | 0.348 | 0.321 | 0.388 |