Data-Driven Developments of Entropic Materials under Extreme Conditions

1. A brief introduction of data science

1.1 Machine learning

1.2 Artificial Intelligence

1.3 Data mining

1.4 Materials genome


2. A brief introduction of entropic materials

2.1 Definition of entropic alloys

2.2 Discovery of entropic alloys

2.3 Development of entropic alloys

2.4 High entropy ceramics

2.5 High entropy amorphous


3. Cryogenic behavior of entropic materials

3.1 Liquid nitrogen temperature

3.2 Liquid helium temperature

3.3 Ductile-brittle transition

3.4 Plastic deformation mechanism

3.5 Fracture toughness and impact toughness


4. High temperature behaviors

4.1 FCC structured entropic alloys

4.2 BCC structured entropic alloys

4.3 Oxidation resistance

4.4 Machine learning applications


5. Nuclear applications

5.1 Irradiation behaviors

5.2 Corrosion resistance

5.3 Fabrication of tubes

5.4 High entropy uranium alloys


6. Dynamic mechanical behaviors

6.1 Fundamentals

6.2 High speed loading properties

6.3 Terminal ballistic properties


7. Serration behaviors

7.1 Fundamentals

7.2 Types of serrations

7.3 Micro-mechanism


8. Lightweight materials

8.1 Fundamentals

8.2 AlMgZnCuLi

8.3 AlMgZnCuSi

8.4 AlTiNbZr


9. Summary and future prospects of entropic materials