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1D Burgers' Equation Solution Prediction (mu_test^(2) = (5.15, 0.0285)) (test)

0.001Relative L2 ErrorDeep-LSPG
-0.000160.007670.01550.02333Feb 27, 2026

Evaluation results

MethodLinks
Deep-LSPGreduced dimension p=202026.020.001
Proposed GPkernel=DPK-Matérn-5/22026.020.0029
Proposed GPkernel=Matérn-5/22026.020.0078
Deep-Galerkinreduced dimension p=202026.020.013
POD-LSPGreduced dimension p=202026.020.029
POD-Galerkinreduced dimension p=202026.020.03