ResearchBenchmarksEquation Discovery on Heat Equation PDE Noise Levels: 0%, 0.1%, 15% (large)Equation Discovery on Heat Equation PDE Noise Levels: 0%, 0.1%, 15% (large)Follow1MpBSL-0.040.230.50.77Oct 14, 2022Evaluation resultsMethodMethodLinksMpRMSE (0% Noise)RMSE (0.1% Noise)RMSE (Large Trajectory)MRBSLTraining Cost=~ 71(+8)sTraining Cost=~ 71(+8)s2022.101191938.91SINDyTraining Cost=~ 10sTraining Cost=~ 10s2022.100.251.917—1PINN-SRTraining Cost=~ 285sTraining Cost=~ 285s2022.100———0RVMTraining Cost=~ 6sTraining Cost=~ 6s2022.1002.86—0