Machine learning discovery of a new cobalt free multi-principal-element alloy with excellent mechanical properties

• Main Authors: Qiao, Ling, Ramanujan, Raju Vijayaraghavan, Zhu, Jingchuan
• Other Authors: School of Materials Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Materials; Machine Learning; Multi-Principal Elements Alloy
• Online Access: https://hdl.handle.net/10356/162002
• Institution: Nanyang Technological University

In the present study, the machine learning (ML) method was utilized to construct a composition–structure–property model incorporating physical features. To enhance the predictive accuracy, the volume fraction of the two phase microstructure was merged into the dataset serving as the physical constra...