Material informatics for layered high-TC superconductors

Superconductors were typically discovered by trial-and-error aided by the knowledge and intuition of individual researchers. In this work, using materials informatics aided by machine learning (ML), we build an ML model of superconductors, which is based on several material descriptors with apparent...

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Bibliographic Details
Main Authors: Zhong-Li Liu, Peng Kang, Yu Zhu, Lei Liu, Hong Guo
Format: Article
Language:English
Published: AIP Publishing LLC 2020-06-01
Series:APL Materials
Online Access:http://dx.doi.org/10.1063/5.0004641