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Inverse Material Design on 3D Problem
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0.1
Frac (epsilon_r < 1%)
Loss-Guided Diffusion
-0.004
0.023
0.05
0.077
Feb 17, 2026
Frac (epsilon_r < 1%)
Cov (epsilon_r < 1%)
Frac (epsilon_r < 5%)
Cov (epsilon_r < 5%)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Frac (epsilon_r < 1%)
Cov (epsilon_r < 1%)
Frac (epsilon_r < 5%)
Cov (epsilon_r < 5%)
Loss-Guided Diffusion
Target Bulk Modulus (K...
2026.02
0.1
0.157
0.455
0.411
Loss-Guided Diffusion
Target Bulk Modulus (K...
2026.02
0.1
0.022
0.388
0.048
Loss-Guided Diffusion
Target Bulk Modulus (K...
2026.02
0.075
0.093
0.387
0.21
Loss-Guided Diffusion
Target Bulk Modulus (K...
2026.02
0.037
0.077
0.22
0.292
Loss-Guided Diffusion
Target Bulk Modulus (K...
2026.02
0
0
0.005
0.012
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