Fluid Dynamics Emulation on Kuramoto-Sivashinsky
01-step MSEAdaptive + Proxy UT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Adaptive + Proxy UTSchedule Type=Adaptive, Unrolling steps (U)=1, Training Strategy=Proxy UT2026.04 | 0 | 0 | 86.1 | — | — | |
| PDERefiner2026.04 | 0 | 0 | 88 | — | — | |
| AdaptiveSchedule Type=Adaptive2026.04 | 0 | 0 | 85.8 | — | — | |
| Sigmoid TFSchedule Type=Sigmoid, Training Strategy=TF2026.04 | 0 | 0 | 78.4 | — | — | |
| U-Net TFBackbone=U-Net, Training Strategy=TF2026.04 | 0 | 0 | 68.4 | — | — | |
| Cosine TFSchedule Type=Cosine, Training Strategy=TF2026.04 | 0 | 0 | 74.9 | — | — |