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Equation Discovery on Heat Equation PDE Noise Levels: 0%, 0.1%, 15% (large)
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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 1mo ago
Evaluation Results
Method
Method
Links
Mp
RMSE (0% Noise)
RMSE (0.1% Noise)
RMSE (Large Trajectory)
MR
BSL
Training Cost=~ 71(+8)s
2022.10
1
19
19
38.9
1
SINDy
Training Cost=~ 10s
2022.10
0.25
1.9
17
-
1
PINN-SR
Training Cost=~ 285s
2022.10
0
-
-
-
0
RVM
Training Cost=~ 6s
2022.10
0
2.8
6
-
0
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