Fluid-solid interaction modeling on Fluid-solid interaction NS+EW Re=400 (test)
0.003L2 LossCoDA-NO
Evaluation Results
| Method | Links | |
|---|---|---|
| CoDA-NOPretrain Dataset=NS+EW, # Few Shot Training Samples=1002024.03 | 0.003 | |
| CoDA-NOPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.004 | |
| CoDA-NOPretrain Dataset=NS, # Few Shot Training Samples=1002024.03 | 0.005 | |
| CoDA-NOPretrain Dataset=NS+EW, # Few Shot Training Samples=252024.03 | 0.005 | |
| CoDA-NOPretrain Dataset=NS, # Few Shot Training Samples=252024.03 | 0.008 | |
| GNNPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.009 | |
| GNNPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.009 | |
| ViTPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.021 | |
| CoDA-NOPretrain Dataset=NS+EW, # Few Shot Training Samples=52024.03 | 0.04 | |
| GINOPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.043 | |
| GNNPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 0.045 | |
| CoDA-NOPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 0.051 | |
| GINOPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.053 | |
| CoDA-NOPretrain Dataset=NS, # Few Shot Training Samples=52024.03 | 0.071 | |
| CoDA-NOPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.084 | |
| DeepONetPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.107 | |
| ViTPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.113 | |
| GINOPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 0.122 | |
| DeepONetPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.198 | |
| U-NetPretrain Dataset=None, # Few Shot Training Samples=1002024.03 | 0.203 | |
| ViTPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 0.211 | |
| DeepONetPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 0.482 | |
| U-NetPretrain Dataset=None, # Few Shot Training Samples=252024.03 | 0.842 | |
| U-NetPretrain Dataset=None, # Few Shot Training Samples=52024.03 | 3.579 |