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Equation Discovery on Poisson Equation Noise Levels: 0%, 0.1%, 5% (large) PDE
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1
Mp
BSL
-0.04
0.23
0.5
0.77
Oct 14, 2022
Mp
RMSE (0% Noise)
RMSE (0.1% Noise)
RMSE (Large Trajectory)
MR
Updated 4d ago
Evaluation Results
Method
Method
Links
Mp
RMSE (0% Noise)
RMSE (0.1% Noise)
RMSE (Large Trajectory)
MR
BSL
Training Cost=~ 92(+9)s
2022.10
1
0.0118
0.133
16.7
1
SINDy
Training Cost=~ 10s
2022.10
1
1.15
87
962
1
RVM
Training Cost=~ 10s
2022.10
1
1.15
232
968
1
PINN-SR
Training Cost=~ 3737s
2022.10
0
-
-
-
0
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