ResearchBenchmarksEquation Discovery on Burgers' with Source Noise Levels: 0%, 0.1%, 20% (large) PDEEquation Discovery on Burgers' with Source Noise Levels: 0%, 0.1%, 20% (large) PDEFollow10.5RMSE (0% Noise)PINN-SR9.81614.43319.0523.667Oct 14, 2022Evaluation resultsMethodMethodLinksRMSE (0% Noise)RMSE (0.1% Noise)RMSE (Large Noise)MpMRPINN-SRTraining Cost=~ 600sTraining Cost=~ 600s2022.1010.51534.6100100BSLTraining Cost=~ 396(+3...Training Cost=~ 396(+340)s2022.101112.413.4100100SINDyTraining Cost=~ 10sTraining Cost=~ 10s2022.1026.2——10033RVMTraining Cost=~ 10sTraining Cost=~ 10s2022.1027.6——5067