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Gaussian Process Regression Refinement on 1D Simulation Spatially varying errors 1.0 (test)
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0.4
Error Norm (M_hat)
Corrupted GP model
0.38
0.39
0.4
0.41
Jan 28, 2026
Error Norm (M_hat)
Error Norm (M)
Improvement Percentage
Updated 3mo ago
Evaluation Results
Method
Method
Links
Error Norm (M_hat)
Error Norm (M)
Improvement Percentage
Corrupted GP model
Number of simulations=...
2026.01
0.4
-
-
Gradient-based correction method
Number of simulations=...
2026.01
-
0.13
65.52
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