Table 1 Description of experimental materials science datasets.
Dataset | Domain | Synthesis | Size | ndim | Optimization Objective |
---|---|---|---|---|---|
P3HT/CNT53 | Composite blends | Drop casting | 178 | 5 | Electrical conductivity |
AgNP54 | Silver nanoparticles | Flow synthesis | 164 | 5 | Absorbance spectrum score |
Perovskite23 | Thin film perovskite | Spin coating | 94 | 3 | Stability score |
Crossed barrel24 | 3D printed structure | 3D printing | 600 | 4 | Mechanical toughness |
AutoAM55 | Materials manufacturing | 3D printing | 100 | 4 | Shape score |