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]