Solving PDEs on Klein-Gordon Equation (test)
0.0068Max Relative L2 ErrorDCGD (Center) + LRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCGD (Center) + LRAOptimizer=DCGD (Center) + LRA2024.09 | 0.0068 | 0.0036 | |
| DCGD (Center) + NTKOptimizer=DCGD (Center) + NTK2024.09 | 0.0079 | 0.0035 | |
| DCGD (Center)Optimizer=DCGD (Center)2024.09 | 0.0112 | 0.0042 | |
| LRAOptimizer=LRA2024.09 | 0.0166 | 0.0037 | |
| MultiAdamOptimizer=MultiAdam2024.09 | 0.0273 | 0.016 | |
| PCGradOptimizer=PCGrad2024.09 | 0.0399 | 0.0156 | |
| NTKOptimizer=NTK2024.09 | 0.0581 | 0.0078 | |
| AdamOptimizer=Adam2024.09 | 0.1586 | 0.0376 | |
| CAGradOptimizer=CAGrad2024.09 | 0.2845 | 0.0872 | |
| Aligned-MTLOptimizer=Aligned-MTL2024.09 | 0.9133 | 0.2922 | |
| MGDAOptimizer=MGDA2024.09 | 1.0245 | 0.2168 |