Big Data Creates New Opportunities for Materials Research: A Review on Methods and Applications of Machine Learning for Materials Design

Materials development has historically been driven by human needs and desires, and this is likely to continue in the foreseeable future. The global population is expected to reach ten billion by 2050, which will promote increasingly large demands for clean and high-efficiency energy, personalized co...

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Bibliographic Details
Main Authors: Teng Zhou, Zhen Song, Kai Sundmacher
Format: Article
Language:English
Published: Elsevier 2019-12-01
Series:Engineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2095809918313559