Does the GFA of alloys depend on the atomic size ratio: A DT-based ML study
J Pan, Y Jia, K Li, L Liao, L Qiu, F Wu… - Crystal Growth & …, 2023 - ACS Publications
The difficulty in the prediction of the glass-forming ability (GFA) of alloys hinders the
development of new materials with excellent properties. The GFA of alloys is investigated by …
development of new materials with excellent properties. The GFA of alloys is investigated by …
Prediction of glass-forming ability based on multi-model fusion
Y Zeng, Z Tian, Q Zheng, M Jiang, Y Peng - Journal of Non-Crystalline …, 2024 - Elsevier
At present, it is difficult to find metals with good glass-forming ability (GFA), seriously
hindering the industrial application of metallic glasses (MGs). Therefore, it is urgent to …
hindering the industrial application of metallic glasses (MGs). Therefore, it is urgent to …
Identifying key features for predicting glass-forming ability of bulk metallic glasses via interpretable machine learning
Y Zeng, Z Tian, Q Zheng, A Bu, Q **e - Journal of Materials Science, 2024 - Springer
Bulk metallic glasses (BMGs) have been receiving extensive attention in the community of
physics and materials science due to their attractive properties. The traditional trial-and-error …
physics and materials science due to their attractive properties. The traditional trial-and-error …
Prediction for Glass Forming Ability of Alloys Based on Decision-Tree Ml Models
J Pan, Y Jia, K Li, L Liao, L Qiu, F Wu, Z Tian - Available at SSRN … - papers.ssrn.com
The difficult in prediction of the glass forming ability (GFA) of alloys hinders the development
of new materials with excellent properties. Here, we explore the GFA of alloys by using …
of new materials with excellent properties. Here, we explore the GFA of alloys by using …