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Benchmarks
Parameter inversion on WInv (L2RE)
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0.0571
L2RE
P-PINN
0.050904
0.092727
0.13455
0.176373
Feb 23, 2026
L2RE
Updated 1mo ago
Evaluation Results
Method
Method
Links
L2RE
P-PINN
2026.02
0.0571
PINN
training_set=full nois...
2026.02
0.0994
D-PINN
dropout_rate=0.1, MC_s...
2026.02
0.157
B-PINN
prior=i.i.d. zero-mean...
2026.02
0.212
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