Table 1 CEGANN Network hyperparameters used during different classification tasks.
Classification task | Edge convolution | Angle convolution | Nearest neighbors |
|---|---|---|---|
Amorphous and liquid | 2 | 1 | 12 |
Stacking-disordered ice | 1 | 0 | 16 |
Space groups | 2 | 1 | 12 |
Dimensionality classification | 2 | 1 | 12 |
Grain size distribution (FCC) | 1 | 0 | 12 |
Grain size distribution (BCC) | 1 | 0 | 14 |
Grain size distribution (Diamond) | 1 | 0 | 16 |
Grain size distribution (HCP) | 1 | 0 | 12 |
Dynamical classification with noise | 1 | 0 | 12 |
Mesophase characterization | 1 | 0 | 12 |
Interfacial growth of ice | 1 | 0 | 12 |
