Fluid Dynamics Emulation on Transonic Flow
0MSE (1-step)Adaptive
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AdaptiveSchedule Type=Adaptive2026.04 | 0 | 0.0008 | 0.133 | — | 33 | |
| Adaptive + Proxy UTSchedule Type=Adaptive, Unrolling steps (U)=1, Training Strategy=Proxy UT2026.04 | 0 | 0.0007 | 0.125 | — | 38 | |
| Cosine TFSchedule Type=Cosine, Training Strategy=TF2026.04 | 0 | 0.0009 | 0.122 | — | 23 | |
| U-Net UTUnrolling steps (U)=1, Training Strategy=UT2026.04 | 0.0001 | 0 | 0.75 | — | 220,000 | |
| Linear TFSchedule Type=Linear, Training Strategy=TF2026.04 | 0.0001 | 0.001 | 0.61 | — | 35.4 | |
| U-Net UTUnrolling steps (U)=8, Training Strategy=UT2026.04 | 0.0004 | 0.0025 | 0.108 | — | 63 |