Sr. No. | Phenomena/Property | Deterministic Models | Probabilistic Models |
| References | |||
Ductile Phase | Glass | Ductile Phase | Glass | Comments | ||||
1 | Nucleation (Heterogeneous) | √ | N/A | √ | N/A |
| [236] | |
2 | Growth | √ | √ | √ |
|
| [215] [254] | |
3 | Growth Mechanism (Interdependence theory/Complex inter diffusion tensor) | √ | N/A | × | × |
| [215] [260] | |
4 | Different types of undercoolings (M-H Model) | √ | √ | N/A | N/A |
| [261] | |
5 | Growth Kinetics | × | × | √ |
|
| [196] | |
6 | Velocity of Growth | √ | √ | √ | √ |
| [196] [237] [238] | |
7 | CET | √ | N/A | √ | N/A | Deterministic models can model ductile phase in 2D only | [196] [239] [262] | |
8 | Impingement after CET | √ | N/A | √ | N/A | Deterministic models can model ductile phase by J M A K Correction, Geometrical and Random Grain Arrangement Models only | [196] [210] [240] [241] [242] | |
9 | Grain Selection | Qualitatively | × | × | √ | N/A | Probabilistic models can model ductile phase by MC only | [196] |
Quantitatively | √ | Probabilistic models can model ductile phase by CA only | ||||||
10 | Columnar dendrite arm branching | × | × | × | √ |
| [196] [200] | |
11 | Extension of grain | × | × | × | √ |
| [197] [200] | |
12 | CET in 3D | × | N/A | √ | N/A |
| [197] [199] [263] | |
13 | Physical Basis | N/A | N/A | √ | √ | Probabilistic models can form the basis of modelling by MC | [196] [200] | |
√ | √ | Probabilistic models form the basis of modelling by CA | ||||||
14 | Quantitative | √ | √ | √ | √ | Probabilistic models can only model quantitatively employing CA method | [196] [200] | |
15 | Liquid-Liquid Transition (LLT) | √ | √ | N/A | N/A |
| [16] [17] [18] | |
16 | Devitrification | √ | √ | √ | √ | Probabilistic models can model ductile and glass phase by 2D CA | [264] [265] |