Prediction of the lattice constants of pyrochlore compounds using machine learning

• Main Authors: Alade, Ibrahim Olanrewaju, Oyedeji, Mojeed Opeyemi, Abd Rahman, Mohd Amiruddin, Saleh, Tawfik A.
• Format: Article
• Published: Springer 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/102837/; https://link.springer.com/article/10.1007/s00500-022-07218-1

The process of material discovery and design can be simplified and accelerated if we can effectively learn from existing data. In this study, we explore the use of machine learning techniques to learn the relationship between the structural properties of pyrochlore compounds and their lattice consta...