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Advection Equation Solving on Advection Equation 60K epochs
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0.0003
L1 Error
SAPINN
-0.025001
0.145826
0.316654
0.487481
Dec 19, 2025
L1 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
L1 Error
SAPINN
# param=83073, train t...
2025.12
0.0003
Bump-PINN
# param=154, train tim...
2025.12
0.0023
Bump-SAPINN
# param=154, train tim...
2025.12
0.008
PINN
# param=83073, train t...
2025.12
0.0778
SPINN
# param=481, train tim...
2025.12
0.633
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