Recent progress in the machine learning-assisted rational design of alloys
Towards high stiffness and ductility—The Mg-Al-Y alloy design through machine learning
Z Liu, T Wang, L **, J Zeng, S Dong, F Wang… - Journal of Materials …, 2025 - Elsevier
In traditional trial-and-error method, enhancing the Young's modulus of magnesium alloys
while maintaining a favorable ductility has consistently been a challenge. It is a need to …
while maintaining a favorable ductility has consistently been a challenge. It is a need to …
Accelerated discovery of high-performance Al-Si-Mg-Sc casting alloys by integrating active learning with high-throughput CALPHAD calculations
Scandium is the best alloying element to improve the mechanical properties of industrial Al-
Si-Mg casting alloys. Most literature reports devote to exploring/designing optimal Sc …
Si-Mg casting alloys. Most literature reports devote to exploring/designing optimal Sc …
[HTML][HTML] Accelerated design of high-performance Mg-Mn-based magnesium alloys based on novel bayesian optimization
X Mi, L Dai, X **g, J She, B Holmedal, A Tang… - Journal of Magnesium …, 2024 - Elsevier
Magnesium (Mg), being the lightest structural metal, holds immense potential for widespread
applications in various fields. The development of high-performance and cost-effective Mg …
applications in various fields. The development of high-performance and cost-effective Mg …