.png){kind=icon}
.png){kind=icon}
Return
Microstructural evolution and thermal restoration mechanism of pre-twinned Mg-Y-RE alloys during annealing: A study combining quasi-in-situ experiments and machine learning approach
.png){kind=icon}
OA
AI
Z
X
Z
J
S
L
S
H
Q
DOI：10.1016/j.jma.2026.102209.png)
.png){kind=icon}
.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
• The evolution of twinning-induced SRX in pre-twinned Mg-Y-RE alloys during high-temperature annealing was systematically analyzed. • Static recrystallization induced by {10–12} and {11–21} extension twins was observed. • The thermal restoration mechanism of Mg-Y-RE alloys was revealed through machine learning. • The Grad-CAM visualization technique illustrates the correlation between input microstructural images and the output, the resulting visual heatmap accurately identifies key regions where recrystallization nucleation occurs.
Keywords:
Mg-Y-RE alloy
Static recrystallization
Machine learning
Attention mechanism
Grad-CAM visualization heat map
AI Summary
Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.
Journal
IF:
13.8
Papers:
2.1K
Citations:
1.6W
Organization
Cited Papers