ResearchBenchmarksPDE Discovery on Burgers’ equation (0.2% Noise)Follow0MSEBLADE-0.0000620.0004560.0009740.001492Mar 4, 2025Evaluation ResultsMethodMethodLinksMSETotal Error BarAICBLADESampler=reSGLDSampler=reSGLD2025.0300.0001-288,600BLADESampler=cyclical SGMCMCSampler=cyclical SGMCMC2025.0300.0001-287,700UQ-SINDy2025.0300.035-265,300BLADESampler=SGLDSampler=SGLD2025.0300.0298-264,400SINDy2025.030.0019—-115,000