Lid-driven Cavity Flow Simulation on Lid Driven Flow (test)
0.69Relative L2 Error (u)ArGEnT (Cross-attention)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ArGEnT (Cross-attention)Attention mechanism=Cross-attention, Time (sec/step)=0.1542026.02 | 0.69 | 0.83 | 1.55 | |
| ArGEnT (Hybrid-attention)Attention mechanism=Hybrid-attention, Time (sec/step)=0.1532026.02 | 0.71 | 0.79 | 1.52 | |
| ArGEnT (Self-attention)Attention mechanism=Self-attention, Time (sec/step)=0.1572026.02 | 0.75 | 0.84 | 1.55 | |
| DeepONetTime (sec/step)=0.0472026.02 | 1 | 1.13 | 1.84 | |
| Point-DeepONetTime (sec/step)=0.0492026.02 | 1.81 | 1.19 | 2.97 |