PDE Solving on Nonlinear Advection-Diffusion N_train=100 (ID)
0.64Normalized L2 ErrorMEEC-Net
Evaluation results
| Method | Links | |
|---|---|---|
| MEEC-NetN_train=1002026.05 | 0.64 | |
| TransolverN_train=1002026.05 | 9.27 | |
| PointNetN_train=1002026.05 | 10.67 | |
| Linear Attn.N_train=1002026.05 | 12.76 | |
| UPTN_train=1002026.05 | 15.38 | |
| GNNN_train=1002026.05 | 29.3 | |
| Galerkin Attn.N_train=1002026.05 | 30.74 | |
| MGNN_train=1002026.05 | 31.35 |