PDE Simulation on High-dimensional Heat Equation 10-dimensional (average)
0.0001MAE (average)STDE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| STDESDGD sampled dimensions=102024.11 | 0.0001 | — | — | — | — | — | — | — | — | — | |
| Backward mode SDGDFramework=JAX, SDGD sampled dimensions=102024.11 | 0.0001 | — | — | — | — | — | — | — | — | — | |
| Backward mode SDGDFramework=PyTorch, SDGD sampled dimensions=102024.11 | 0.0011 | — | — | — | — | — | — | — | — | — |