1D Unsteady Burgers' Solution Prediction on mu_test^(1) = (4.3, 0.021) (test snapshots)
0.0009L2 Relative Test ErrorDeep-LSPG
Evaluation results
| Method | Links | |
|---|---|---|
| Deep-LSPGreduced dimension p=202026.02 | 0.0009 | |
| Proposed GPkernel=DPK-Matérn-5/22026.02 | 0.0033 | |
| Deep-Galerkinreduced dimension p=202026.02 | 0.015 | |
| Proposed GPkernel=Matérn-5/22026.02 | 0.0211 | |
| POD-LSPGreduced dimension p=202026.02 | 0.03 | |
| POD-Galerkinreduced dimension p=202026.02 | 0.032 |