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PDE Discovery on Burgers’ equation (0.2% Noise)
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0
MSE
BLADE
-0.000062
0.000456
0.000974
0.001492
Mar 4, 2025
MSE
Total Error Bar
AIC
Updated 5d ago
Evaluation Results
Method
Method
Links
MSE
Total Error Bar
AIC
BLADE
Sampler=reSGLD
2025.03
0
0.0001
-288,600
BLADE
Sampler=cyclical SGMCMC
2025.03
0
0.0001
-287,700
UQ-SINDy
2025.03
0
0.035
-265,300
BLADE
Sampler=SGLD
2025.03
0
0.0298
-264,400
SINDy
2025.03
0.0019
-
-115,000
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