Data-Driven Developments of Entropic Materials under Extreme Conditions
- 1st Edition - August 1, 2026
- Latest edition
- Author: Yong Zhang
- Language: English
Data-Driven Developments of Entropic Materials Under Extreme Conditions is a unique resource offering readers an up-to-date understanding of data-driven design and develo… Read more
Data-Driven Developments of Entropic Materials Under Extreme Conditions is a unique resource offering readers an up-to-date understanding of data-driven design and development of entropic materials together with their behaviour in extreme states. Drawing on examples and current research, the book covers the use of advanced data science in the development of high-entropy alloys; the dynamic behaviour of entropic materials; and the development of entropic materials for nuclear, cryogenic and high temperature applications
- Describes the use of advanced data science in the development of entropic materials
- The behaviour of entropic materials in extreme conditions such as nuclear, cryogenic and high temperature environments is explained
- Provides guidance on the current and future development of entropic materials
Engineers, scientists, academic researchers and graduate students in the field of materials science and engineering
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
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
- Edition: 1
- Latest edition
- Published: August 1, 2026
- Language: English
YZ
Yong Zhang
Dr. Yong Zhang is a scientist in the field of High entropy alloys (HEAs) and has published more than 300 research articles. The first body-centred cubic HEA was synthesised with high strength and entropy. He is also a committee member of the amorphous Metals Society, China Materials Research and Nuclear Materials Society. Dr Zhang participated in organizing many conferences on HEAs. He is also a guest professor at the North Minzu University of China. He has been selected as one thousand talents and new century excellent talent of the Ministry of Education. He has edited albums of “Serration and Noise Behaviours in Advanced Materials” and “Nanostructured HEAs”. “The new advances in HEAs”, “bcc structured HEAs”, etc. Professor Zhang devoted himself to studying serration behaviour, high-throughput technology and collective effect in materials science.
Affiliations and expertise
School of Materials Science and Engineering, & State Key Laboratory for Advanced Metals and Materials, University of Science and Technology Beijing, Beijing, P.R. China