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PDE Discovery on KdV–Burgers PDE (F1 score)

95.7F1 ScoreEqOD
17.737.9558.278.45May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EqODNoise=0%, Seeds=102026.0595.7
EqODNoise=0%, Seeds=102026.0595.7
EqODNoise=0%, Mode=S2026.0595.7
WSINDyNoise=0%, Seeds=102026.0580
WSINDyNoise=5%, Seeds=102026.0578.7
WF-LASSONoise=0%, Mode=S2026.0577.9
WSINDyNoise=10%, Seeds=102026.0563.8
EqODNoise=5%, Seeds=102026.0561.3
EqODNoise=5%, Seeds=102026.0561.3
EqODNoise=5%, Mode=S2026.0561.3
WSINDyNoise=20%, Seeds=102026.0552.2
WF-LASSONoise=5%, Mode=S2026.0546.4
EqODNoise=10%, Seeds=102026.0544
EqODNoise=10%, Seeds=102026.0544
WF-LASSONoise=10%, Mode=SS†2026.0544
EqODNoise=10%, Mode=SS†2026.0544
WF-LASSONoise=20%, Mode=SS†2026.0542.7
EqODNoise=20%, Seeds=102026.0538.3
EqODNoise=20%, Seeds=102026.0538.3
EqODNoise=20%, Mode=SS†2026.0538.3
PySINDy 2.0.0Noise=0%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0527.1
PySINDy 2.0.0Noise=20%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0523
PySINDy 2.0.0Noise=5%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0522.2
PySINDy 2.0.0Noise=10%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.0520.7