Inverse Material Design on 3D Problem
0.1Frac (epsilon_r < 1%)Loss-Guided Diffusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Loss-Guided DiffusionTarget Bulk Modulus (K*)=165.6, Part of guidance parameter optimization=true2026.02 | 0.1 | 0.157 | 0.455 | 0.411 | |
| Loss-Guided DiffusionTarget Bulk Modulus (K*)=330.3, Part of guidance parameter optimization=true2026.02 | 0.1 | 0.022 | 0.388 | 0.048 | |
| Loss-Guided DiffusionTarget Bulk Modulus (K*)=248.0, Part of guidance parameter optimization=false2026.02 | 0.075 | 0.093 | 0.387 | 0.21 | |
| Loss-Guided DiffusionTarget Bulk Modulus (K*)=83.3, Part of guidance parameter optimization=false2026.02 | 0.037 | 0.077 | 0.22 | 0.292 | |
| Loss-Guided DiffusionTarget Bulk Modulus (K*)=0.9, Part of guidance parameter optimization=true2026.02 | 0 | 0 | 0.005 | 0.012 |