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Three-step-phase-fraction prediction test result.
| CNN Architecture | CNN_2F | CNN_3F | CNN_4F | CNN_5F | CNN_6F |
|---|---|---|---|---|---|
| Simulated XRD test dataset (Dataset_800k_Org) | |||||
| 100,000 Patterns | 94.39% | 97.19% | 97.64% | 98.08% | 98.13% |
| Real XRD test dataset | |||||
| Li2O_SrO_Al2O3 (50 patterns) | 76.00% | 80.00% | 83.33% | 86.00% | 82.67% |
The three-level-phase-fraction prediction test results based on Dataset_800k_org. The CNNs were trained for 10 epochs
