3 papers
cond-mat.mtrl-sci2026
Research Paradigm of Materials Science Tetrahedra with Artificial Intelligence
Shiyun Zhang, Yibo Yao, Haoquan Long +4
The classical material tetrahedron that represents the Structure-Property-Processing-Performance-Characterization relationship is the most important research paradigm in materials…
cs.LG2025
Graph Learning Metallic Glass Discovery from Wikipedia
K. -C. Ouyang, S. -Y. Zhang, S. -L. Liu +6
Synthesizing new materials efficiently is highly demanded in various research fields. However, this process is usually slow and expensive, especially for metallic glasses, whose fo…
cond-mat.mtrl-sci2025
Constructing material network representations for intelligent amorphous alloys design
S. -Y. Zhang, J. Tian, S. -L. Liu +4
Designing high-performance amorphous alloys is demanding for various applications. But this process intensively relies on empirical laws and unlimited attempts. The high-cost and l…