Support Vector Machine-Based Phase Prediction of Multi-Principal Element Alloys

Designing new materials with desired properties is a complex and time-consuming process. One of the most challenging factors of the design process is the huge search space of possible materials. Machine learning methods such as [Formula: see text]-nearest neighbors, support vector machine (SVM) and...

Full description

Bibliographic Details
Main Authors: Nguyen Hai Chau, Masatoshi Kubo, Le Viet Hai, Tomoyuki Yamamoto
Format: Article
Language:English
Published: World Scientific Publishing 2023-02-01
Series:Vietnam Journal of Computer Science
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S2196888822500312