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Benchmarks
Parameter inversion on NSInv (L2RE)
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0.228
L2RE
D-PINN
0.09952
0.96676
1.834
2.70124
Feb 23, 2026
L2RE
Updated 1mo ago
Evaluation Results
Method
Method
Links
L2RE
D-PINN
dropout_rate=0.1, MC_s...
2026.02
0.228
P-PINN
2026.02
0.644
B-PINN
prior=i.i.d. zero-mean...
2026.02
1.98
PINN
training_set=full nois...
2026.02
3.44
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