tau_yy field reconstruction on 2D Blunt-Wedge Rarefied Flow Case A
0.0001MSEMTL-FNO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTL-FNOParams (M)=/, GFLOPs=0.41, Inference Time (ms/sample)=9.652026.05 | 0.0001 | 0.0054 | 0.993 | |
| FNOParams (M)=1.09, GFLOPs=0.19, Inference Time (ms/sample)=1.612026.05 | 0.0001 | 0.0061 | 0.991 | |
| U-netParams (M)=13.39, GFLOPs=3.45, Inference Time (ms/sample)=18.342026.05 | 0.0003 | 0.0116 | 0.968 | |
| PhySenseParams (M)=5.59, GFLOPs=12.78, Inference Time (ms/sample)=121.942026.05 | 0.0004 | 0.0132 | 0.953 | |
| SenseiverParams (M)=11.42, GFLOPs=2.21, Inference Time (ms/sample)=17.432026.05 | 0.0014 | 0.0238 | 0.852 | |
| DeepONetParams (M)=0.51, GFLOPs=2.00, Inference Time (ms/sample)=5.512026.05 | 0.0035 | 0.0397 | 0.631 |