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ResearchFormerly WizWand

PDE Identification on Adv-Diff PDE

100F1 ScoreWF-LASSO
48.72862.03975.3588.661May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
WF-LASSONoise=0%, Mode=SS2026.05100——
EqODNoise=0%, Mode=SS2026.0510002
WF-LASSONoise=5%, Mode=SS2026.05100——
EqODNoise=5%, Mode=SS2026.0510002
WF-LASSONoise=10%, Mode=SS2026.05100——
EqODNoise=10%, Mode=SS2026.0510002
PySINDy 2.0.0Noise=0%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05100——
EqODNoise=0%, Seeds=102026.05100——
EqODNoise=5%, Seeds=102026.05100——
EqODNoise=10%, Seeds=102026.05100——
EqODNoise=0%, Seeds=102026.05100——
EqODNoise=5%, Seeds=102026.05100——
EqODNoise=10%, Seeds=102026.05100——
WF-LASSONoise=0%, Mode=SS2026.05100——
EqODNoise=0%, Mode=SS2026.05100——
WF-LASSONoise=5%, Mode=SS2026.05100——
EqODNoise=5%, Mode=SS2026.05100——
WF-LASSONoise=10%, Mode=SS2026.05100——
EqODNoise=10%, Mode=SS2026.05100——
EqODNoise=20%, Seeds=102026.0598——
WSINDyNoise=0%, Seeds=102026.0598——
EqODNoise=20%, Seeds=102026.0598——
WF-LASSONoise=20%, Mode=SS2026.0598——
EqODNoise=20%, Mode=SS2026.0598——
WSINDyNoise=5%, Seeds=102026.0586——
WSINDyNoise=10%, Seeds=102026.0581.3——
WSINDyNoise=20%, Seeds=102026.0577.3——
PySINDy 2.0.0Noise=5%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0563.3——
PySINDy 2.0.0Noise=10%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0556.7——
PySINDy 2.0.0Noise=20%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0550.7——