tau_xx field reconstruction on 2D Blunt-Wedge Rarefied Flow Case A
0.0005MSEMTL-FNO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTL-FNOParams (M)=/, GFLOPs=0.41, Inference Time (ms/sample)=9.652026.05 | 0.0005 | 0.0159 | 0.936 | |
| U-netParams (M)=13.39, GFLOPs=3.45, Inference Time (ms/sample)=16.022026.05 | 0.002 | 0.0242 | 0.715 | |
| SenseiverParams (M)=11.42, GFLOPs=2.21, Inference Time (ms/sample)=10.282026.05 | 0.0022 | 0.0245 | 0.682 | |
| DeepONetParams (M)=0.51, GFLOPs=2.00, Inference Time (ms/sample)=5.102026.05 | 0.0057 | 0.0401 | 0.186 | |
| PhySenseParams (M)=5.59, GFLOPs=12.78, Inference Time (ms/sample)=120.002026.05 | 0.0068 | 0.0422 | -0.082 | |
| FNOParams (M)=1.09, GFLOPs=0.19, Inference Time (ms/sample)=0.422026.05 | 0.0359 | 0.1513 | -4.121 |