Application of machine learning in understanding the irradiation damage mechanism of high-entropy materials

2021 ◽  
pp. 153462
Author(s):  
Shijun Zhao
Entropy ◽  
2021 ◽  
Vol 23 (1) ◽  
pp. 98
Author(s):  
Ed J. Pickering ◽  
Alexander W. Carruthers ◽  
Paul J. Barron ◽  
Simon C. Middleburgh ◽  
David E.J. Armstrong ◽  
...  

The expanded compositional freedom afforded by high-entropy alloys (HEAs) represents a unique opportunity for the design of alloys for advanced nuclear applications, in particular for applications where current engineering alloys fall short. This review assesses the work done to date in the field of HEAs for nuclear applications, provides critical insight into the conclusions drawn, and highlights possibilities and challenges for future study. It is found that our understanding of the irradiation responses of HEAs remains in its infancy, and much work is needed in order for our knowledge of any single HEA system to match our understanding of conventional alloys such as austenitic steels. A number of studies have suggested that HEAs possess `special’ irradiation damage resistance, although some of the proposed mechanisms, such as those based on sluggish diffusion and lattice distortion, remain somewhat unconvincing (certainly in terms of being universally applicable to all HEAs). Nevertheless, there may be some mechanisms and effects that are uniquely different in HEAs when compared to more conventional alloys, such as the effect that their poor thermal conductivities have on the displacement cascade. Furthermore, the opportunity to tune the compositions of HEAs over a large range to optimise particular irradiation responses could be very powerful, even if the design process remains challenging.


2021 ◽  
Vol 197 ◽  
pp. 110623
Author(s):  
Ujjawal Kumar Jaiswal ◽  
Yegi Vamsi Krishna ◽  
M.R. Rahul ◽  
Gandham Phanikumar

2019 ◽  
Vol 37 ◽  
pp. 299-305 ◽  
Author(s):  
Nan Qu ◽  
Yichuan Chen ◽  
Zhonghong Lai ◽  
Yong Liu ◽  
Jingchuan Zhu

2021 ◽  
pp. 130899
Author(s):  
Russlan Jaafreh ◽  
Yoo Seong Kang ◽  
Jung-Gu Kim ◽  
Kotiba Hamad

2021 ◽  
pp. 117535
Author(s):  
Xiao-Ye Zhou ◽  
Ji-Hua Zhu ◽  
Yuan Wu ◽  
Xu-Sheng Yang ◽  
Turab Lookman ◽  
...  

2020 ◽  
Vol 182 ◽  
pp. 278-286 ◽  
Author(s):  
Qingfeng Wu ◽  
Zhijun Wang ◽  
Xiaobing Hu ◽  
Tao Zheng ◽  
Zhongsheng Yang ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document